diff --git a/iris/lct_gan/0/0/synth.csv b/iris/lct_gan/0/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f6759c99868abc320a71363b3668b3a72a0873f
--- /dev/null
+++ b/iris/lct_gan/0/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173688,3.054000000055343,4.899491423584975,1.6654274751412368,Iris-versicolor
+1,6.1794816952599785,3.0540000000046583,4.918606341369826,1.6655819604462596,Iris-virginica
+2,6.179366508641143,3.054000000012738,4.899643064790779,1.665427495221303,Iris-versicolor
+3,5.108947716173068,3.054000000028023,4.899491315160232,1.6654274751358065,Iris-versicolor
+4,6.179366567183463,3.054000000382112,4.899791445829773,1.6654276654836728,Iris-versicolor
+5,6.188251849048602,3.054000000027216,5.0194254646703245,1.6686033554383302,Iris-virginica
+6,6.179366575247206,3.054000000018317,4.899877528598204,1.665427585270474,Iris-versicolor
+7,6.189059763227211,3.0540000000799883,5.002198739207653,1.6724289512390444,Iris-virginica
+8,6.192824697372694,3.0540000000156944,5.060663290110982,1.6688802778996106,Iris-virginica
+9,6.1794550618148225,3.0540000000203884,4.91666864680101,1.6655779138532132,Iris-virginica
+10,6.179452749159275,3.054000000104134,4.918713490620667,1.665538347726417,Iris-virginica
+11,6.179366490166973,3.0540000000505443,4.899512413427714,1.6654274778954805,Iris-versicolor
+12,6.187947261511616,3.054000000037385,5.025320565126574,1.6683437582695908,Iris-virginica
+13,6.179766620467111,3.054000000139153,4.935590226151695,1.6658065215781999,Iris-virginica
+14,6.184994406489249,3.0540000001355723,4.9942871979722385,1.66920668581565,Iris-virginica
+15,6.1793695002637765,3.054000000008642,4.904031756457403,1.6654344672922918,Iris-versicolor
+16,6.183033185433167,3.05400000016969,4.972514084990627,1.66878848115346,Iris-virginica
+17,5.108947716173101,3.054000000029768,4.899491325341162,1.6654274751360385,Iris-versicolor
+18,5.108947716173035,3.05400000002876,4.899491301626492,1.6654274751353713,Iris-versicolor
+19,6.179366518576228,3.0540000000484975,4.899659131418417,1.6654275105967131,Iris-versicolor
+20,6.1793664886226605,3.0540000000222314,4.899491375514041,1.6654274751391613,Iris-versicolor
+21,6.188659492817946,3.0540000001049465,4.996708303910653,1.6744907424138074,Iris-virginica
+22,6.187289459629896,3.054000000159623,5.0098407204555135,1.6709793558820698,Iris-virginica
+23,6.179366488633077,3.054000000023575,4.899491919651215,1.6654274751720786,Iris-versicolor
+24,6.179366488692399,3.054000000036129,4.8994935467462435,1.6654274752199005,Iris-versicolor
+25,6.183089521989631,3.0540000003833705,4.981050261740282,1.669208631987419,Iris-virginica
+26,5.108947716173066,3.0540000000270244,4.899491314428859,1.6654274751356848,Iris-versicolor
+27,6.179366488760999,3.054000000035934,4.899495196180823,1.6654274753508387,Iris-versicolor
+28,6.17936894538286,3.0540000000112144,4.903932335653869,1.6654300325014366,Iris-versicolor
+29,6.1793665000674345,3.054000000082771,4.899572696388157,1.6654275069128412,Iris-versicolor
+30,6.184475164656262,3.054000000200658,4.976708736309967,1.6710625278083187,Iris-virginica
+31,6.191204508860983,3.0540000000273353,5.039351817211987,1.6694916062598646,Iris-virginica
+0,5.108947716173263,3.0540000000262864,4.899491358690663,1.6654274751376785,Iris-versicolor
+1,6.17936649905063,3.054000002240752,4.899553185694729,1.6654275153294462,Iris-versicolor
+2,5.10894771617305,3.054000000029077,4.899491309259566,1.6654274751355225,Iris-versicolor
+3,6.187980035874067,3.0540000001113397,5.030172657409387,1.6694436456869675,Iris-virginica
+4,6.179366504734319,3.054000000115391,4.899589993846705,1.6654274999049241,Iris-versicolor
+5,6.185586043340251,3.0540000000075995,5.007309810688827,1.6670838390073588,Iris-virginica
+6,6.186147268566823,3.0540000001325973,5.0048704134925,1.669711677014397,Iris-virginica
+7,6.192788140119568,3.0540000000146605,5.055364378354529,1.6691035484998469,Iris-virginica
+8,6.183892845247654,3.0540000001760466,4.99437192558026,1.6683195391978172,Iris-virginica
+9,6.1818689649230665,3.054000000417877,4.971695787265686,1.667716444139255,Iris-virginica
+10,6.190603220270483,3.0540000000331755,5.022174093560257,1.6703597958514498,Iris-virginica
+11,6.190232244605651,3.054000000060476,5.001653028126275,1.6736290206214857,Iris-virginica
+12,5.108947716173498,3.05400000003363,4.8994913992129865,1.6654274751395612,Iris-versicolor
+13,6.179819797715517,3.0540000000131005,4.9413492677894695,1.6656104949739754,Iris-virginica
+14,6.179366488684241,3.0540000000336356,4.899493472982091,1.665427475287255,Iris-versicolor
+15,5.108947716174578,3.0540000001144514,4.899491522375911,1.6654274751490301,Iris-versicolor
+16,5.108947716173084,3.0540000000293293,4.899491318882854,1.665427475136164,Iris-versicolor
+17,5.108947716173092,3.0540000000274166,4.8994913205600295,1.6654274751362907,Iris-versicolor
+18,5.108947716173051,3.0540000000282403,4.899491308560324,1.6654274751356537,Iris-versicolor
+19,6.179397721397536,3.054000000013702,4.911854322057398,1.6654808889115484,Iris-virginica
+20,6.189980686558797,3.054000000010723,5.041782772289277,1.6678196257047724,Iris-virginica
+21,6.179366489276225,3.0540000000375143,4.899503188882135,1.6654274761537338,Iris-versicolor
+22,6.18360535078515,3.0540000000961305,4.994482692435443,1.66766997255905,Iris-virginica
+23,6.184981825554179,3.054000000063895,5.018897463278659,1.6673560045223872,Iris-virginica
+24,6.179366529730827,3.0540000000302574,4.899744631275141,1.6654275779648045,Iris-versicolor
+25,6.179427116159855,3.054000000009366,4.915189898653493,1.6655070049349308,Iris-virginica
+26,6.179366724126379,3.054000000016164,4.90038687840297,1.6654277542495834,Iris-versicolor
+27,6.186508117713582,3.054000000195385,5.000828520753775,1.671071575141622,Iris-virginica
+28,6.179387890070569,3.054000000064798,4.911359372343439,1.665449586829927,Iris-versicolor
+29,5.10894771617342,3.054000000031361,4.899491384201838,1.6654274751400744,Iris-versicolor
+30,6.17936648874204,3.0540000001389385,4.899494499959818,1.6654274753862277,Iris-versicolor
+31,6.1793970157384885,3.0540000000877274,4.911634412673267,1.6654740478700227,Iris-versicolor
+0,6.179366488645994,3.0540000000914986,4.899492305600376,1.665427475209608,Iris-versicolor
+1,6.179366488626245,3.054000000048431,4.899491608268376,1.6654274751548586,Iris-versicolor
+2,6.179366858253758,3.0540000000300616,4.9006104459409725,1.6654279434805224,Iris-versicolor
+3,6.180062179760069,3.0540000000674614,4.941964838969231,1.6659909445742194,Iris-virginica
+4,6.194066517338497,3.0540000000115333,5.028343494097564,1.6693821573442507,Iris-virginica
+5,6.182009112273006,3.054000000146533,4.977620804090432,1.6670790728848988,Iris-virginica
+6,6.184230294294407,3.0540000000454173,4.982625848809927,1.6681444632657412,Iris-virginica
+7,6.1858108534358225,3.0540000006052743,4.981870629347743,1.678456122042615,Iris-virginica
+8,6.184079512706134,3.054000000056577,4.994357517697104,1.6674654242780511,Iris-virginica
+9,6.179687837964813,3.0540000013222417,4.928054574956458,1.6663217517683127,Iris-virginica
+10,5.108947716173051,3.054000000029934,4.899491307992597,1.6654274751357536,Iris-versicolor
+11,6.191776107406825,3.0540000000146295,5.046987520024652,1.6686954050399916,Iris-virginica
+12,5.108947716173188,3.0540000000258263,4.8994913464343925,1.6654274751370306,Iris-versicolor
+13,6.179366488626764,3.0540000000676017,4.899491626673823,1.6654274751558265,Iris-versicolor
+14,6.179366488622986,3.0540000000193848,4.899491396528713,1.6654274751406584,Iris-versicolor
+15,6.1794918637285905,3.054000000045541,4.921100584199497,1.6655641104020655,Iris-virginica
+16,6.1793664899944485,3.054000000302676,4.8995074222263595,1.6654274786345407,Iris-versicolor
+17,6.192094494895531,3.0540000000295375,5.013608231818702,1.6713184604073954,Iris-virginica
+18,6.179936093673076,3.0540000000048217,4.938162865000109,1.6657327588592146,Iris-virginica
+19,6.181923383715704,3.0540000000409915,4.971159087364701,1.6667779215638896,Iris-virginica
+20,6.179425044406721,3.054000000007341,4.914296900681918,1.6654959930965592,Iris-virginica
+21,6.179576897863401,3.0540000006707264,4.925782394251272,1.6658249435295605,Iris-virginica
+22,6.187504581035508,3.054000000134045,4.986537983052346,1.6742916333811075,Iris-virginica
+23,6.190175447562771,3.054000000003679,5.021906209489668,1.6674954700380193,Iris-virginica
+24,6.1863060405181685,3.054000000084804,5.009636633791156,1.6687247597295358,Iris-virginica
+25,5.108947716173083,3.054000000035709,4.899491318609499,1.6654274751363172,Iris-versicolor
+26,5.108947716173042,3.0540000000326626,4.899491304603962,1.6654274751355365,Iris-versicolor
+27,6.1793664887899435,3.0540000001008005,4.899495383778125,1.6654274755443466,Iris-versicolor
+28,6.1795895677758805,3.054000000288681,4.925972373196707,1.6657740743790963,Iris-virginica
+29,6.179374009709792,3.054000000014367,4.905865647746726,1.6654421400487467,Iris-versicolor
+30,5.108947716173294,3.054000000021833,4.899491358827608,1.6654274751385312,Iris-versicolor
+31,6.1836314029522645,3.054000000564504,4.976762609536265,1.6711146845591982,Iris-virginica
+0,6.18236955967064,3.05400000094115,4.961418382817464,1.671833161257751,Iris-virginica
+1,6.185536532510134,3.05400000015439,4.9962426366245865,1.6697328842507735,Iris-virginica
+2,6.191004498799895,3.054000000029606,5.039537156118661,1.6695171940140474,Iris-virginica
+3,6.183028944147611,3.05400000000277,4.976261529124194,1.6665022006760741,Iris-virginica
+4,6.1928290923861145,3.054000000016189,5.077642792807729,1.6681840712462421,Iris-virginica
+5,6.179366488626154,3.05400000002139,4.8994915871402975,1.665427475153288,Iris-versicolor
+6,6.192148752117045,3.0540000000152676,5.032111055488124,1.6694592134297936,Iris-virginica
+7,6.17936648867806,3.054000000050494,4.89949322709026,1.665427475210461,Iris-versicolor
+8,5.108947716173066,3.054000000027587,4.899491314221618,1.6654274751358709,Iris-versicolor
+9,6.184710278701841,3.054000000159159,4.993199853040306,1.6687284687528285,Iris-virginica
+10,6.190021852859151,3.054000000051059,5.015896496324007,1.6715289149037251,Iris-virginica
+11,6.1793665290850806,3.0540000000187475,4.899743641964315,1.6654275378868122,Iris-versicolor
+12,6.179366525158744,3.054000000472719,4.899656281787976,1.6654275639909013,Iris-versicolor
+13,6.18105438868077,3.054000000598871,4.957291243436733,1.6677868680694525,Iris-virginica
+14,6.179366490264272,3.05400000017065,4.899511553179204,1.6654274791342198,Iris-versicolor
+15,6.180054345347118,3.0540000000625036,4.947852382165587,1.6658282565994762,Iris-virginica
+16,6.179366488622823,3.054000000025598,4.899491389356674,1.6654274751400424,Iris-versicolor
+17,6.179415954146484,3.054000000230909,4.913907981638028,1.6655534907382579,Iris-virginica
+18,6.191743132256959,3.054000000031756,5.009419565023746,1.6715141000177902,Iris-virginica
+19,6.187631000417411,3.054000000056633,5.008063835747503,1.6691018592619031,Iris-virginica
+20,6.180138038840306,3.054000000192567,4.937357640052831,1.666720594223691,Iris-virginica
+21,6.179366488649975,3.054000000019859,4.8994925022881155,1.665427475199093,Iris-versicolor
+22,6.179366489163674,3.054000000023448,4.8995023219199,1.6654274759327583,Iris-versicolor
+23,6.185752952759338,3.05400000003685,5.03190536794786,1.667135355666748,Iris-virginica
diff --git a/iris/lct_gan/0/0/test.csv b/iris/lct_gan/0/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/0/train.csv b/iris/lct_gan/0/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/0/val.csv b/iris/lct_gan/0/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/1/synth.csv b/iris/lct_gan/0/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b70de353fdc62dabfd55cafa82e78cf4e96c1802
--- /dev/null
+++ b/iris/lct_gan/0/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173285,3.054000000034237,4.899491361849816,1.6654274751382196,Iris-versicolor
+1,6.179366488623644,3.054000000033153,4.899491452094932,1.6654274751431182,Iris-versicolor
+2,5.10894771617352,3.0540000000306926,4.899491403493356,1.6654274751386082,Iris-versicolor
+3,5.108947716173059,3.05400000003527,4.899491310217553,1.6654274751358986,Iris-versicolor
+4,5.108947716173052,3.054000000029464,4.899491308242152,1.6654274751357538,Iris-versicolor
+5,6.179458352426652,3.0540000000328145,4.918906973045502,1.6655625416018525,Iris-virginica
+6,6.1887237719807535,3.054000000029519,5.020170447281498,1.6684296025115388,Iris-virginica
+7,6.19093152233499,3.0540000000356837,5.0154431857988415,1.6706160938675223,Iris-virginica
+8,6.193597211614527,3.0540000000109147,5.063673249485763,1.6687584841293523,Iris-virginica
+9,6.1793688672089955,3.05400000000862,4.904121291774048,1.6654295873798737,Iris-versicolor
+10,6.17936648862919,3.0540000000936542,4.899491752628201,1.6654274751710096,Iris-versicolor
+11,6.17936648863195,3.054000000025182,4.899491855427214,1.6654274751673601,Iris-versicolor
+12,6.17936658700012,3.0540000001654737,4.899897804315922,1.665427863925482,Iris-versicolor
+13,5.108947716173086,3.0540000000284113,4.899491317686424,1.6654274751363873,Iris-versicolor
+14,6.179366488796076,3.0540000000530885,4.899495676491991,1.6654274755841532,Iris-versicolor
+15,6.180049054851456,3.054000000003683,4.951049687795348,1.6656147468209532,Iris-virginica
+16,6.192411382056052,3.0540000000174214,5.038472873805253,1.6695280455937689,Iris-virginica
+17,6.179367133733018,3.0540000000059684,4.901187625509609,1.665429036704736,Iris-versicolor
+18,5.108947716173166,3.054000000024009,4.89949134123748,1.665427475136511,Iris-versicolor
+19,6.182332145236518,3.054000000593161,4.970052694510854,1.6691397892198256,Iris-virginica
+20,6.179366490600751,3.054000000018174,4.899515276010798,1.6654274772441924,Iris-versicolor
+21,5.108947716173143,3.054000000031491,4.899491333657094,1.6654274751370233,Iris-versicolor
+22,6.181650122152783,3.0540000002670964,4.962411413646202,1.667867029383799,Iris-virginica
+23,6.179366521245772,3.0540000001132572,4.899659694946963,1.6654275312572795,Iris-versicolor
+24,6.179366489034816,3.0540000000448244,4.899498937305126,1.6654274758491858,Iris-versicolor
+25,6.179499143514239,3.0540000000371785,4.9199407574222125,1.6656387713316267,Iris-virginica
+26,5.108947716173053,3.0540000000281142,4.899491307771482,1.6654274751357188,Iris-versicolor
+27,6.179366656113399,3.054000000019744,4.900164093324333,1.665427607069158,Iris-versicolor
+28,6.179366488626004,3.0540000000389087,4.8994915966445705,1.6654274751456306,Iris-versicolor
+29,6.17936656629975,3.054000000057568,4.899850582043093,1.6654277646881674,Iris-versicolor
+30,5.108947716173448,3.0540000000252507,4.899491387212035,1.6654274751375615,Iris-versicolor
+31,5.108947716173048,3.0540000000341494,4.899491306680756,1.665427475135668,Iris-versicolor
+0,6.179366488832202,3.054000000146903,4.899496246208691,1.6654274756149932,Iris-versicolor
+1,6.180095758666538,3.05400000001641,4.939978161349736,1.6659981189415025,Iris-virginica
+2,6.179382600154982,3.054000000039959,4.908383695788723,1.6654618137639254,Iris-versicolor
+3,6.179366488626514,3.054000000138906,4.899491611222473,1.6654274751608504,Iris-versicolor
+4,6.179366539114325,3.0540000000359586,4.899749112926458,1.6654275693643499,Iris-versicolor
+5,6.193146743654298,3.0540000000126883,5.044392837865421,1.669488564244939,Iris-virginica
+6,6.184504599184989,3.054000000016105,5.026556753997256,1.6665020849538947,Iris-virginica
+7,5.108947716173526,3.0540000000255243,4.899491406627951,1.6654274751387361,Iris-versicolor
+8,5.108947716173132,3.0540000000320813,4.899491332928252,1.6654274751363587,Iris-versicolor
+9,6.184301249638768,3.0540000001442977,4.99093198094254,1.668393959876409,Iris-virginica
+10,6.1807792878737535,3.0540000000094856,4.967485164707813,1.6658305620452796,Iris-virginica
+11,6.17988944354074,3.0540000000086365,4.944600968806223,1.66560988429733,Iris-virginica
+12,6.18543785525609,3.054000000008269,5.028098234905992,1.6665886859271333,Iris-virginica
+13,6.193297310511586,3.054000000012167,5.050307123818858,1.6692904845788663,Iris-virginica
+14,6.180541886821171,3.0540000001291596,4.946778822901371,1.6667030158717235,Iris-virginica
+15,6.18653968316847,3.054000000386096,4.986230508570185,1.6770286368608889,Iris-virginica
+16,6.183266995057726,3.0540000000440553,4.9816619401651545,1.6673800516931967,Iris-virginica
+17,6.191419008383351,3.054000000021405,5.028711683049153,1.6693638685498646,Iris-virginica
+18,5.108947716173061,3.054000000031316,4.899491310543294,1.665427475135948,Iris-versicolor
+19,6.186932074066048,3.054000000023895,5.033721274006084,1.6674494935652175,Iris-virginica
+20,6.179530641451745,3.054000000002282,4.922554614135145,1.6656089976207378,Iris-virginica
+21,6.1793739936528995,3.054000000135288,4.906320960148451,1.6654506712394646,Iris-versicolor
+22,6.188835060497132,3.054000000050456,5.0139411264592955,1.6702263162822006,Iris-virginica
+23,6.188618910056017,3.0540000000213436,5.041550857899206,1.667583044301058,Iris-virginica
+24,6.184565210840168,3.0540000000081773,5.0183632709997,1.6664943006746502,Iris-virginica
+25,6.179366529915815,3.054000000032188,4.8997350641264905,1.6654276556458962,Iris-versicolor
+26,6.189333946111551,3.054000000077998,4.998189958335816,1.6747137389512967,Iris-virginica
+27,6.179410483291283,3.054000000010749,4.9131865243985695,1.6654686613721752,Iris-virginica
+28,6.179616635710318,3.0540000000674388,4.927779880909846,1.6656917965468743,Iris-virginica
+29,5.108947716173346,3.054000000026359,4.899491373468542,1.665427475138924,Iris-versicolor
+30,6.1798201112279845,3.0540000000170786,4.9329814644139365,1.665831168618121,Iris-virginica
+31,6.184571010668316,3.0540000001243395,4.985409540634259,1.669502959880124,Iris-virginica
+0,6.1831392973989985,3.0540000000079335,5.002210845831693,1.6662735855973763,Iris-virginica
+1,6.179366601093391,3.0540000000064396,4.899999838854226,1.6654277218140876,Iris-versicolor
+2,6.192645938010221,3.054000000016548,5.057735112982692,1.6686989970156527,Iris-virginica
+3,6.1793664886269495,3.0540000000835903,4.899491650474367,1.6654274751603368,Iris-versicolor
+4,6.1896112265600784,3.0540000000042653,5.044464977335945,1.6672186899099215,Iris-virginica
+5,6.181620977998912,3.0540000007759907,4.958643489557194,1.6692758801339693,Iris-virginica
+6,6.189324387096798,3.0540000000029295,5.070087096269845,1.6665900690875595,Iris-virginica
+7,6.180184433456712,3.0540000000652747,4.941323294203233,1.6662504593610021,Iris-virginica
+8,6.188696682411994,3.0540000000307934,5.033633863680236,1.6684799656196188,Iris-virginica
+9,6.179371300740933,3.054000000189288,4.9044134825032035,1.6654537175875996,Iris-versicolor
+10,6.179368202478377,3.0540000000150305,4.9027582164863075,1.6654332361506472,Iris-versicolor
+11,6.179366498001318,3.054000001505693,4.899552514135885,1.6654275157921523,Iris-versicolor
+12,5.108947716173038,3.0540000000262446,4.8994913035703345,1.665427475135397,Iris-versicolor
+13,6.183098360470379,3.0540000000572958,4.9854148810562275,1.6672156770549458,Iris-virginica
+14,6.179366488627896,3.0540000000265715,4.899491706175057,1.6654274751591391,Iris-versicolor
+15,6.179366503929011,3.0540000000846863,4.8995908201227705,1.66542752825236,Iris-versicolor
+16,6.179366490162673,3.054000000037472,4.89951179206876,1.6654274764040111,Iris-versicolor
+17,6.188772397394144,3.0540000000830005,5.01522329048491,1.6709749162287006,Iris-virginica
+18,6.184162350064094,3.054000000031501,4.982122360830576,1.6678539110767743,Iris-virginica
+19,6.1846313068502115,3.054000000011999,5.021334321585854,1.666579470975096,Iris-virginica
+20,6.179373472190596,3.054000000531835,4.906060375384118,1.665447638867523,Iris-versicolor
+21,6.181066438191508,3.0540000003492067,4.953770592141022,1.6677584819796467,Iris-virginica
+22,5.108947716173043,3.0540000000269636,4.899491305564475,1.6654274751355238,Iris-versicolor
+23,6.183459464435889,3.0540000003246037,4.984136250213766,1.6692295247857332,Iris-virginica
+24,6.182234258234332,3.054000000056696,4.968738106494717,1.667280374827406,Iris-virginica
+25,6.190629921510804,3.054000000029908,5.030740855794511,1.6697778109653745,Iris-virginica
+26,6.186071572408492,3.0540000001666487,4.9995111061911155,1.6702947149213245,Iris-virginica
+27,6.179366488635714,3.0540000000546375,4.899492025764247,1.6654274751629015,Iris-versicolor
+28,5.108947716173044,3.0540000000276297,4.899491306351085,1.6654274751355191,Iris-versicolor
+29,6.191876148342063,3.0540000000202494,5.041596995643097,1.6696407799996953,Iris-virginica
+30,5.108947716173144,3.0540000000292533,4.899491331392264,1.6654274751370803,Iris-versicolor
+31,6.179436089375799,3.0540000001283576,4.918811559903477,1.665491775456446,Iris-virginica
+0,6.181638101226365,3.054000000044881,4.961637477693443,1.667009022732242,Iris-virginica
+1,6.179405546545639,3.0540000000291605,4.913492477735948,1.6654666528053776,Iris-virginica
+2,6.189671973119301,3.054000000038982,5.010561327229647,1.6699787181270203,Iris-virginica
+3,5.108947716173437,3.054000000045511,4.899491388019488,1.6654274751391942,Iris-versicolor
+4,6.179366514615738,3.0540000000145637,4.899673199345061,1.6654275692013067,Iris-versicolor
+5,6.179389082723795,3.054000000375534,4.909141720692132,1.665520195453615,Iris-versicolor
+6,6.1923444571007416,3.054000000017196,5.029070404320578,1.6700320066102257,Iris-virginica
+7,6.182002220663288,3.0540000000433523,4.98356485007683,1.6664257721412035,Iris-virginica
+8,6.190371310108815,3.054000000018476,5.028087253897824,1.6686196550347272,Iris-virginica
+9,6.18519851700583,3.0540000000330996,5.003943987856251,1.667664180128699,Iris-virginica
+10,6.179366488755558,3.0540000000342267,4.899495165917911,1.6654274753177936,Iris-versicolor
+11,5.108947716173049,3.054000000031105,4.8994913070275015,1.6654274751357065,Iris-versicolor
+12,6.179366558248831,3.0540000000095606,4.899868434657685,1.6654276922107105,Iris-versicolor
+13,6.188999345039073,3.0540000000664866,5.019371985409582,1.6703932490433395,Iris-virginica
+14,6.192314287397259,3.0540000000166203,5.028287613522962,1.67017432307174,Iris-virginica
+15,6.185457304445396,3.0540000004086894,4.988072410101622,1.6728755666648443,Iris-virginica
+16,6.179366488623,3.054000000033494,4.8994914062667645,1.6654274751411464,Iris-versicolor
+17,6.190096168604002,3.0540000000424468,5.008471621364086,1.6719306831420604,Iris-virginica
+18,6.179366488809641,3.0540000001546117,4.899495619906618,1.6654274754927458,Iris-versicolor
+19,6.186207457383226,3.0540000000945127,5.018836629994222,1.668427369838163,Iris-virginica
+20,6.179366488673343,3.054000000099653,4.899493102931179,1.6654274752642544,Iris-versicolor
+21,6.179366488956089,3.054000000042237,4.899498304601159,1.6654274754351621,Iris-versicolor
+22,6.179366594462056,3.0540000002484944,4.8998570445389555,1.6654276165814463,Iris-versicolor
+23,6.179415937593941,3.0540000000091068,4.915946070199101,1.6654577204455003,Iris-virginica
diff --git a/iris/lct_gan/0/1/test.csv b/iris/lct_gan/0/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/1/train.csv b/iris/lct_gan/0/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/1/val.csv b/iris/lct_gan/0/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/10/synth.csv b/iris/lct_gan/0/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2c170e6b0f0f4b3d7b6d843374f6bbfe8e2dd92
--- /dev/null
+++ b/iris/lct_gan/0/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488637842,3.0540000000166665,4.899492104645088,1.6654274751849003,Iris-versicolor
+1,6.192146689862969,3.0540000000174756,5.027406468911858,1.6703461326815827,Iris-virginica
+2,6.179366510314138,3.0540000000239576,4.89962936471677,1.6654275182180576,Iris-versicolor
+3,6.1867177641762385,3.054000000106908,5.010586841189403,1.6693812409469402,Iris-virginica
+4,5.108947716173168,3.0540000000294456,4.899491337280136,1.6654274751377196,Iris-versicolor
+5,5.108947716173042,3.0540000000299394,4.899491304885984,1.6654274751355387,Iris-versicolor
+6,6.17936648881959,3.0540000000209906,4.8994967729911325,1.6654274753656295,Iris-versicolor
+7,6.179430625930843,3.0540000008188093,4.912131659737953,1.6658564752489746,Iris-virginica
+8,6.179367055592003,3.054000000031802,4.901063991067154,1.6654283161149208,Iris-versicolor
+9,6.189538378376022,3.054000000025208,5.062134207411415,1.6676133278267724,Iris-virginica
+10,6.179395229757742,3.0540000000619187,4.910873415831287,1.665485093125085,Iris-versicolor
+11,6.1800863572577045,3.054000000925152,4.937849987561765,1.6670214658742704,Iris-virginica
+12,5.108947716173085,3.054000000028449,4.899491317970468,1.6654274751364193,Iris-versicolor
+13,6.179366488635358,3.0540000001209693,4.8994919698440444,1.6654274751894973,Iris-versicolor
+14,6.185581582094871,3.054000000256253,4.990494310224568,1.6711351727886954,Iris-virginica
+15,6.179366488623637,3.054000000034404,4.89949145292902,1.6654274751419986,Iris-versicolor
+16,6.181036342737539,3.0540000007123713,4.9540007868401785,1.6681921858689766,Iris-virginica
+17,5.108947716173064,3.0540000000335565,4.899491312545616,1.6654274751359819,Iris-versicolor
+18,5.108947716173548,3.054000000036586,4.89949140515633,1.6654274751403075,Iris-versicolor
+19,5.108947716173047,3.054000000029214,4.899491306497693,1.6654274751356142,Iris-versicolor
+20,6.18172676316231,3.054000000047978,4.968538922512822,1.6667180226423646,Iris-virginica
+21,6.187519865977486,3.054000000020049,5.008496409926946,1.668091252270515,Iris-virginica
+22,6.183504998559701,3.054000000008143,4.981948865904238,1.666874730966623,Iris-virginica
+23,5.108947716173058,3.054000000029544,4.899491309925246,1.6654274751358595,Iris-versicolor
+24,6.193432437653262,3.0540000000106997,5.050840665741981,1.6690505165426353,Iris-virginica
+25,5.108947716173736,3.0540000000490104,4.899491424699393,1.6654274751423077,Iris-versicolor
+26,6.17936648884159,3.0540000001524543,4.899496313599002,1.6654274755204228,Iris-versicolor
+27,6.191932635140499,3.0540000000166008,5.038326368646147,1.6696547188636353,Iris-virginica
+28,5.108947716173069,3.054000000031272,4.899491313056996,1.6654274751361193,Iris-versicolor
+29,6.179366488624188,3.0540000000764715,4.899491496015043,1.6654274751476617,Iris-versicolor
+30,6.191437086222499,3.0540000000203347,5.016959340350469,1.6712494451270907,Iris-virginica
+31,6.184623035524194,3.0540000003551873,4.975391690699177,1.6729485375025646,Iris-virginica
+0,6.1793667754931265,3.054000000046171,4.900366045031504,1.6654278184380849,Iris-versicolor
+1,6.179367122090341,3.054000000543422,4.900906124027426,1.6654314650847444,Iris-versicolor
+2,6.1796457094055866,3.0540000000418175,4.9273180626047175,1.6658204892452375,Iris-virginica
+3,6.192777370105716,3.054000000014799,5.019807386135547,1.6708832915874297,Iris-virginica
+4,6.180013976924012,3.054000000634599,4.940141538240073,1.66646830692424,Iris-virginica
+5,6.179366488630946,3.054000000088935,4.899491838008597,1.6654274751658587,Iris-versicolor
+6,5.108947716173134,3.0540000000305842,4.8994913313185045,1.6654274751371618,Iris-versicolor
+7,6.192932941310454,3.0540000000016843,5.029645756619907,1.6675259014026411,Iris-virginica
+8,5.108947716173362,3.054000000029775,4.899491373011994,1.6654274751396618,Iris-versicolor
+9,6.189865613757386,3.0540000000252876,5.058051773741049,1.6678967845638455,Iris-virginica
+10,6.179366490308926,3.0540000000835406,4.899512338253832,1.6654274788911159,Iris-versicolor
+11,6.17937366004072,3.054000000024925,4.906710313805137,1.6654358814311823,Iris-versicolor
+12,6.182747846995251,3.054000000501922,4.993020730034611,1.667731515347268,Iris-virginica
+13,6.192356582429645,3.0540000000114165,5.021850991777746,1.6706760263331857,Iris-virginica
+14,5.1089477161731365,3.0540000000382275,4.899491332731484,1.665427475136817,Iris-versicolor
+15,5.108947716173043,3.054000000030134,4.899491305189798,1.665427475135543,Iris-versicolor
+16,6.179366488625643,3.0540000000383687,4.899491585231069,1.6654274751522469,Iris-versicolor
+17,6.186946600477791,3.0540000000278718,5.018026499237771,1.6677451640391179,Iris-virginica
+18,6.1793664897373395,3.054000000028631,4.8995090196183035,1.6654274762221726,Iris-versicolor
+19,6.179512168922404,3.054000002402381,4.9188717131283255,1.6661141239518928,Iris-virginica
+20,6.17936648864356,3.054000000059774,4.899492239489355,1.665427475187234,Iris-versicolor
+21,5.108947716173052,3.0540000000326986,4.899491309217976,1.6654274751356641,Iris-versicolor
+22,5.108947716173037,3.0540000000276266,4.899491302455695,1.6654274751353935,Iris-versicolor
+23,5.108947716173401,3.0540000000290353,4.899491385528021,1.6654274751394489,Iris-versicolor
+24,6.19197054631432,3.0540000000214556,5.024606987198216,1.6701767076623382,Iris-virginica
+25,6.1793690639799745,3.0540000000157597,4.903972134773384,1.6654293083140221,Iris-versicolor
+26,6.1793670994701655,3.0540000000798364,4.901115050058354,1.665430451096231,Iris-versicolor
+27,6.179379388463217,3.0540000000066763,4.907654467109685,1.6654552224172166,Iris-versicolor
+28,6.186735395123953,3.0540000000222864,5.018049674417882,1.667750526615101,Iris-virginica
+29,6.179366488624105,3.0540000000567593,4.899491475684254,1.6654274751457383,Iris-versicolor
+30,6.192394542405963,3.0540000000039895,5.031547922374423,1.6677284396862462,Iris-virginica
+31,6.179366535470095,3.0540000004864702,4.899679251875404,1.6654275738667503,Iris-versicolor
+0,6.1919341340743275,3.0540000000190575,5.042639691145458,1.6696669578860135,Iris-virginica
+1,6.184216626458017,3.0540000000093324,5.015231920206592,1.6664727717612025,Iris-virginica
+2,6.184540681310951,3.054000000008194,4.995410206167035,1.6668976260135333,Iris-virginica
+3,6.179366488948681,3.0540000000124876,4.899497965281286,1.6654274757263698,Iris-versicolor
+4,6.191642105511287,3.054000000025061,5.070078604123436,1.668325546963184,Iris-virginica
+5,6.191646571636917,3.054000000023616,5.020225439870246,1.6708177828420936,Iris-virginica
+6,6.179686038459892,3.054000000147944,4.934135355130854,1.6656930273057786,Iris-virginica
+7,6.179366533499216,3.0540000000228233,4.899722434486794,1.6654275354896013,Iris-versicolor
+8,6.179366490057326,3.0540000000855994,4.8995108509227165,1.6654274786596688,Iris-versicolor
+9,6.184684245358546,3.0540000000328282,4.999459709319736,1.6673550661021777,Iris-virginica
+10,6.182966748851414,3.0540000001311682,4.988106334913306,1.6674496234595404,Iris-virginica
+11,6.189980736058472,3.0540000000335987,5.051335699095452,1.6685204620609744,Iris-virginica
+12,5.108947716173041,3.054000000030489,4.899491304586095,1.665427475135536,Iris-versicolor
+13,6.179366488623231,3.054000000026662,4.899491424740901,1.665427475140876,Iris-versicolor
+14,6.179366488623746,3.05400000003047,4.899491452386774,1.665427475145483,Iris-versicolor
+15,6.179366717679201,3.054000000010637,4.900280766194148,1.665427836385059,Iris-versicolor
+16,6.18149241496734,3.0540000000123406,4.963700819133924,1.6663275318617619,Iris-virginica
+17,6.1793664887007695,3.0540000000122998,4.899493711707526,1.665427475303368,Iris-versicolor
+18,6.181320179104324,3.0540000000928957,4.96068541928243,1.666873241566099,Iris-virginica
+19,6.179366488627065,3.0540000001143612,4.899491639751227,1.6654274751570401,Iris-versicolor
+20,6.179367991785615,3.0540000000057725,4.902405157101801,1.6654310360579874,Iris-versicolor
+21,6.179366514499437,3.054000000733363,4.89962355256453,1.6654275714706162,Iris-versicolor
+22,6.194982027078838,3.0540000000085787,5.028934855155955,1.6695386280047209,Iris-virginica
+23,6.179387848129562,3.0540000000089442,4.911981726140505,1.6654392479158686,Iris-virginica
+24,6.179367469241459,3.0540000000873593,4.901626952016345,1.6654291669082182,Iris-versicolor
+25,6.18403828017382,3.0540000000407885,4.989064584211613,1.6674521591516975,Iris-virginica
+26,6.179374291443446,3.0540000000228344,4.907141860078419,1.6654360202221254,Iris-versicolor
+27,6.188233808159915,3.054000000077609,5.016173560417371,1.670000295266539,Iris-virginica
+28,6.191949366030737,3.0540000000196126,5.04240456249673,1.6697062255311537,Iris-virginica
+29,6.179366488623895,3.05400000004265,4.89949146945229,1.6654274751459575,Iris-versicolor
+30,6.179366488623876,3.054000000022608,4.899491468931656,1.665427475143064,Iris-versicolor
+31,6.179366488624716,3.0540000000430676,4.8994915260587035,1.665427475148254,Iris-versicolor
+0,6.191870002016188,3.054000000021248,5.072244576717718,1.668250810826951,Iris-virginica
+1,6.182701738396334,3.05400000001067,4.9987347564176545,1.6662199465320444,Iris-virginica
+2,6.179366524735627,3.054000000094356,4.899668963372599,1.665427537347059,Iris-versicolor
+3,5.1089477161730965,3.0540000000344283,4.899491323158539,1.6654274751364824,Iris-versicolor
+4,6.187601479787135,3.0540000001579855,5.0017059946064535,1.6721883106887212,Iris-virginica
+5,5.108947716173082,3.0540000000254865,4.8994913198671375,1.6654274751357219,Iris-versicolor
+6,6.179545211077663,3.054000000121011,4.920669831329068,1.6658604062855233,Iris-virginica
+7,5.108947716173159,3.0540000000238385,4.899491337074233,1.6654274751374083,Iris-versicolor
+8,6.18033601741032,3.0540000000016465,4.945061605214685,1.6660148411532592,Iris-virginica
+9,6.19088427175765,3.0540000000297574,5.042661002805959,1.669296871627499,Iris-virginica
+10,6.179366727621144,3.0540000005962358,4.900149592177257,1.665428597793343,Iris-versicolor
+11,6.182237153268156,3.0540000001913135,4.986353682213642,1.6669690931766281,Iris-virginica
+12,6.1827640828887365,3.054000000148351,4.985358018694449,1.6674002701421773,Iris-virginica
+13,5.108947716173166,3.054000000031404,4.899491337667519,1.665427475137656,Iris-versicolor
+14,6.179366489090142,3.05400000019278,4.899499448796379,1.6654274762084522,Iris-versicolor
+15,6.184189611138771,3.0540000000635636,5.011589227136717,1.667145840605979,Iris-virginica
+16,6.179367959064181,3.05400000002476,4.902496917268567,1.6654287817842797,Iris-versicolor
+17,6.190865227629066,3.0540000000368117,5.040597498776519,1.669696038308895,Iris-virginica
+18,6.17936648864219,3.0540000001060332,4.899492229859319,1.6654274751900298,Iris-versicolor
+19,6.183641727120449,3.054000000005104,4.985887677242814,1.6665677145193034,Iris-virginica
+20,6.191754811391606,3.0540000000217264,5.0227229438592325,1.6706649598262804,Iris-virginica
+21,5.108947716173036,3.0540000000278833,4.8994913022611595,1.6654274751353764,Iris-versicolor
+22,6.179366488792901,3.054000000042937,4.899495479235169,1.6654274754580587,Iris-versicolor
+23,6.179416698858423,3.054000000050845,4.913335735725833,1.6655483908184856,Iris-virginica
diff --git a/iris/lct_gan/0/10/test.csv b/iris/lct_gan/0/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/10/train.csv b/iris/lct_gan/0/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/10/val.csv b/iris/lct_gan/0/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/11/synth.csv b/iris/lct_gan/0/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d07c8aa94252148c0b4aff815e5ee712df0aa09c
--- /dev/null
+++ b/iris/lct_gan/0/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17941925488919,3.054000000007969,4.915181398690307,1.6654654764091334,Iris-virginica
+1,5.1089477161730485,3.0540000000298413,4.899491307519305,1.6654274751356029,Iris-versicolor
+2,6.194322434842666,3.054000000006425,5.077629122828311,1.6678722738925718,Iris-virginica
+3,6.190883173004295,3.0540000000248586,5.032155217150819,1.669393590899478,Iris-virginica
+4,5.108947716173039,3.0540000000272802,4.899491303501612,1.6654274751354494,Iris-versicolor
+5,6.184240275102168,3.054000000079649,5.014961647328986,1.6671795666371212,Iris-virginica
+6,6.188336489310227,3.054000000133046,4.996975143659851,1.6734678643852707,Iris-virginica
+7,6.1793725704780025,3.0540000000183496,4.906594427742771,1.6654335861365588,Iris-versicolor
+8,5.108947716173093,3.0540000000325436,4.899491320579687,1.6654274751364258,Iris-versicolor
+9,5.108947716173058,3.054000000027125,4.899491310235495,1.665427475135897,Iris-versicolor
+10,6.180217095050537,3.0540000002308862,4.946975840072713,1.6663135595556413,Iris-virginica
+11,6.179366489448675,3.0540000000439664,4.899504644207976,1.6654274767500072,Iris-versicolor
+12,6.189494156342194,3.054000000061034,5.019194725923496,1.6708094691976025,Iris-virginica
+13,6.1895971031175225,3.054000000064768,5.022729685047619,1.670805753037259,Iris-virginica
+14,6.182746407321597,3.0540000000573797,4.980014301172886,1.667157254993127,Iris-virginica
+15,6.1793664887224695,3.0540000001913534,4.899493957852792,1.6654274753415677,Iris-versicolor
+16,6.180623689304759,3.0540000027724905,4.941395017821226,1.6708063382754168,Iris-virginica
+17,6.179869958838903,3.054000000007055,4.935787637288593,1.665813780086213,Iris-virginica
+18,6.183597898992487,3.0540000008153556,4.982380439536239,1.6708698996254894,Iris-virginica
+19,6.17936648877651,3.054000000021401,4.899495559635757,1.6654274753487142,Iris-versicolor
+20,6.191659698114182,3.0540000000220786,5.042328570918556,1.669748470346016,Iris-virginica
+21,5.108947716173594,3.0540000000320795,4.899491410440097,1.6654274751382752,Iris-versicolor
+22,6.179452531683149,3.054000000886911,4.917714009387643,1.6656396975423817,Iris-virginica
+23,6.179366497248576,3.0540000000111345,4.899572174453414,1.6654274979444554,Iris-versicolor
+24,6.17936655777159,3.0540000000076595,4.89984935454042,1.665427640903737,Iris-versicolor
+25,6.192292343006013,3.0540000000200584,5.06160355456903,1.6687877980357495,Iris-virginica
+26,5.108947716173125,3.054000000041341,4.899491331862405,1.6654274751369171,Iris-versicolor
+27,6.179366489322784,3.0540000000274348,4.899503968908682,1.6654274762781414,Iris-versicolor
+28,6.1793670168915735,3.05400000004333,4.900857589659742,1.6654286982796913,Iris-versicolor
+29,6.185961828142546,3.0540000000563334,5.003786858134002,1.6683302977919636,Iris-virginica
+30,6.1793664886283795,3.05400000002149,4.899491711164598,1.6654274751605118,Iris-versicolor
+31,5.108947716173146,3.0540000000254834,4.899491335779603,1.665427475136229,Iris-versicolor
+0,5.108947716173095,3.054000000029007,4.899491323401773,1.6654274751360234,Iris-versicolor
+1,6.1793665526938435,3.0540000001183776,4.8997785891127075,1.6654277423136428,Iris-versicolor
+2,5.108947716173044,3.0540000000267855,4.89949130608427,1.6654274751355629,Iris-versicolor
+3,5.108947716173197,3.054000000052311,4.899491344342489,1.6654274751377722,Iris-versicolor
+4,6.180680703780191,3.0540000000051526,4.956225010055814,1.665830920758546,Iris-virginica
+5,6.179366501986093,3.0540000000241125,4.899590941783575,1.6654274897227876,Iris-versicolor
+6,6.179366499688838,3.054000000585793,4.899562129040156,1.6654275088266732,Iris-versicolor
+7,6.1952837715218,3.0540000000052006,5.0766117912035895,1.6680368720224676,Iris-virginica
+8,6.17936657440144,3.0540000001064973,4.899853199832816,1.6654278044323199,Iris-versicolor
+9,6.179415248939513,3.0540000000167002,4.9147723999099515,1.6654720867550539,Iris-virginica
+10,6.17937860348241,3.054000000004966,4.908931207855496,1.6654354314624387,Iris-versicolor
+11,5.108947716173108,3.054000000025866,4.899491325642748,1.6654274751365208,Iris-versicolor
+12,6.179373422444457,3.054000000025419,4.90641106257226,1.6654432951549136,Iris-versicolor
+13,6.179398751228258,3.0540000000178846,4.912015499306718,1.6654829209828206,Iris-virginica
+14,6.1877020812539065,3.0540000000082537,5.005532750885015,1.667792357073191,Iris-virginica
+15,6.182691637673867,3.0540000000085312,4.993483308130452,1.6662522974574319,Iris-virginica
+16,5.10894771617309,3.05400000002536,4.89949132127894,1.6654274751355715,Iris-versicolor
+17,6.1893332921580955,3.054000000009858,5.02034354198886,1.6677823333913513,Iris-virginica
+18,6.179452344310973,3.0540000008791663,4.917402699994741,1.6656478119484557,Iris-virginica
+19,6.18878265498178,3.05400000008355,4.998640561129469,1.6728771572075727,Iris-virginica
+20,6.179366492713622,3.054000000025094,4.89953697654221,1.665427478230714,Iris-versicolor
+21,6.1793666285169655,3.054000000449591,4.899958689972763,1.6654282775362643,Iris-versicolor
+22,6.189837354323062,3.05400000004898,5.017632195997961,1.6712327921447259,Iris-virginica
+23,6.179838804240034,3.054000000009302,4.936434760106577,1.6657089247803476,Iris-virginica
+24,6.19140105464198,3.0540000000239083,5.060728275667301,1.6684966987408671,Iris-virginica
+25,6.190247194901937,3.0540000000552974,5.004162807581683,1.6732965890346523,Iris-virginica
+26,6.179366671526804,3.0540000000116043,4.900207589974734,1.6654278574403543,Iris-versicolor
+27,6.190910961843115,3.054000000020324,5.03056229559675,1.6692698992854798,Iris-virginica
+28,6.179366488674851,3.0540000000329224,4.899493277097021,1.6654274752165747,Iris-versicolor
+29,5.108947716173416,3.0540000000439296,4.8994913853437,1.6654274751386997,Iris-versicolor
+30,6.179366488624147,3.0540000000287515,4.899491477047801,1.665427475145678,Iris-versicolor
+31,5.108947716173724,3.054000000074613,4.899491421758262,1.6654274751423919,Iris-versicolor
+0,5.108947716173087,3.0540000000352894,4.8994913207017845,1.665427475136033,Iris-versicolor
+1,6.186074971153801,3.0540000001042746,5.009306615724456,1.6686972939114393,Iris-virginica
+2,6.179855378482972,3.054000000003151,4.934855383463498,1.665809402423227,Iris-virginica
+3,6.179533478238482,3.0540000000101113,4.924541823295468,1.6655459654574853,Iris-virginica
+4,6.189316690245884,3.054000000058399,5.027696502601431,1.6699346348078965,Iris-virginica
+5,6.179366488624246,3.054000000021773,4.899491494071129,1.6654274751396494,Iris-versicolor
+6,6.189575434111793,3.054000000102208,4.995719168963515,1.6752521441901123,Iris-virginica
+7,6.179366568883436,3.054000000033349,4.899859546738091,1.665427670471369,Iris-versicolor
+8,6.1796624755687,3.054000003333442,4.924431034553309,1.666991549192962,Iris-virginica
+9,6.191383264040384,3.0540000000123166,5.023737836649565,1.668533760221677,Iris-virginica
+10,6.179367410775398,3.0540000000626364,4.90158442034705,1.6654284511055437,Iris-versicolor
+11,6.195293801132058,3.054000000007178,5.078043887263297,1.6683520274604517,Iris-virginica
+12,6.187938791489718,3.0540000000295273,5.043670104927974,1.6676525477556308,Iris-virginica
+13,5.108947716173036,3.054000000027568,4.899491302280924,1.6654274751353828,Iris-versicolor
+14,6.179876489397292,3.0540000000407166,4.939706647167961,1.665747543463663,Iris-virginica
+15,5.108947716173123,3.054000000027402,4.8994913290402655,1.6654274751368252,Iris-versicolor
+16,6.188266324566312,3.0540000001344767,4.999884272866226,1.6737832747179229,Iris-virginica
+17,6.189957758448652,3.054000000048111,5.057933821704552,1.66843252523576,Iris-virginica
+18,6.179494397286243,3.0540000001397387,4.918513015307231,1.6657747051924208,Iris-virginica
+19,6.185049263632883,3.0540000000037324,4.99845876791279,1.6668916913519574,Iris-virginica
+20,6.191976489064066,3.0540000000170906,5.020914917112109,1.6707551317718594,Iris-virginica
+21,6.189391418720422,3.0540000000851104,4.996638928452436,1.67514630539866,Iris-virginica
+22,6.1876851272665405,3.0540000000183953,5.02992667282092,1.6677365634851886,Iris-virginica
+23,6.179366488624645,3.0540000000217082,4.899491516203,1.6654274751478808,Iris-versicolor
+24,6.189481041716964,3.054000000068654,5.006873622031753,1.6725821669965621,Iris-virginica
+25,6.179366489642323,3.0540000000436143,4.899507358353216,1.6654274769560309,Iris-versicolor
+26,6.190572409162757,3.0540000000369467,5.021077581112393,1.670273284193303,Iris-virginica
+27,6.189950474327425,3.054000000045424,5.03608369158364,1.6695115598223063,Iris-virginica
+28,5.108947716173057,3.054000000036376,4.8994913100228334,1.6654274751358613,Iris-versicolor
+29,6.1793665172091075,3.0540000000858774,4.899651507178517,1.665427581481405,Iris-versicolor
+30,5.108947716173161,3.0540000000418956,4.899491340600981,1.6654274751369775,Iris-versicolor
+31,6.1793664886227955,3.054000000025972,4.899491391068491,1.6654274751400013,Iris-versicolor
+0,5.108947716173057,3.0540000000283785,4.899491309188576,1.6654274751358855,Iris-versicolor
+1,6.181892398313348,3.0540000000392102,4.970718846490489,1.6667621000479318,Iris-virginica
+2,6.179578623445611,3.0540000000031458,4.924836956650282,1.6656119571644936,Iris-virginica
+3,5.1089477161730406,3.0540000000261824,4.899491305188172,1.6654274751354026,Iris-versicolor
+4,6.1814069760877155,3.0540000000519725,4.959661321455636,1.6668372442195492,Iris-virginica
+5,6.180105229444634,3.0540000001213796,4.941633038677401,1.6661925862913194,Iris-virginica
+6,6.19069636611011,3.0540000000358147,5.022306053260934,1.6706160371789482,Iris-virginica
+7,6.179366498392819,3.054000000017833,4.899578144498441,1.665427503731406,Iris-versicolor
+8,6.179662616442336,3.0540000000258916,4.925762130038874,1.6658610110486125,Iris-virginica
+9,6.179366498424421,3.0540000001413348,4.899564784173311,1.6654275110479377,Iris-versicolor
+10,6.1811847066849825,3.0540000000867193,4.957354059055787,1.6668849798733913,Iris-virginica
+11,6.17936648864242,3.054000000033945,4.89949226911763,1.6654274751661926,Iris-versicolor
+12,6.1875508695064845,3.0540000001199292,5.007772613907843,1.6705126930925904,Iris-virginica
+13,6.183053491106291,3.0540000005919663,4.979045664941453,1.6696483534300706,Iris-virginica
+14,6.179429547406558,3.0540000000134833,4.916446418960855,1.6654796345079774,Iris-virginica
+15,6.189570700966788,3.05400000000886,5.011408740885133,1.6683298848626016,Iris-virginica
+16,6.193236074533038,3.0540000000078686,5.034848978520434,1.6686419393540128,Iris-virginica
+17,5.1089477161731685,3.054000000024396,4.899491337953381,1.6654274751375608,Iris-versicolor
+18,6.179366488628671,3.0540000000591094,4.899491741577509,1.6654274751653861,Iris-versicolor
+19,6.1835519517904,3.0540000004001246,4.973226412234683,1.670755764726299,Iris-virginica
+20,6.17936648896066,3.054000000099839,4.899497662140343,1.6654274755503067,Iris-versicolor
+21,6.182666685305875,3.0540000005163477,4.975060178064737,1.6691599683130696,Iris-virginica
+22,5.108947716173047,3.0540000000267153,4.899491307031275,1.665427475135532,Iris-versicolor
+23,6.179366488762073,3.054000000019207,4.89949539851397,1.6654274752591984,Iris-versicolor
diff --git a/iris/lct_gan/0/11/test.csv b/iris/lct_gan/0/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/11/train.csv b/iris/lct_gan/0/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/11/val.csv b/iris/lct_gan/0/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/12/synth.csv b/iris/lct_gan/0/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac199bb2f2f55496651593390ce9eecf5d399146
--- /dev/null
+++ b/iris/lct_gan/0/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189225426091095,3.0540000000663863,5.0136568083969815,1.6716716865051588,Iris-virginica
+1,5.108947716173057,3.054000000028287,4.899491310009982,1.6654274751359157,Iris-versicolor
+2,6.1793667575825655,3.0540000000259373,4.900327438947562,1.6654279732167236,Iris-versicolor
+3,6.185935840115856,3.054000000136474,5.003029393693496,1.6692618560332524,Iris-virginica
+4,6.179366488626036,3.0540000000420395,4.899491591690263,1.665427475146517,Iris-versicolor
+5,5.108947716173194,3.054000000034495,4.8994913438074175,1.6654274751373324,Iris-versicolor
+6,6.179366491346329,3.0540000000209653,4.8995220798479036,1.6654274793359969,Iris-versicolor
+7,6.183578197773144,3.054000000006788,5.005611418927594,1.6663468737789582,Iris-virginica
+8,6.1793665117871335,3.0540000002452508,4.899618144527442,1.6654275436994561,Iris-versicolor
+9,5.1089477161730485,3.05400000002951,4.8994913067204875,1.6654274751356597,Iris-versicolor
+10,6.183251332593577,3.0540000002575014,4.976670402836119,1.6693750651550086,Iris-virginica
+11,6.193094470602865,3.0540000000102157,5.035283291151056,1.6698849898910333,Iris-virginica
+12,5.108947716173051,3.05400000003446,4.899491307514787,1.6654274751357256,Iris-versicolor
+13,6.194085907267628,3.054000000007297,5.0352180679647205,1.6687336239465098,Iris-virginica
+14,6.1872997862382055,3.054000000038047,5.004154052791571,1.6686891383016422,Iris-virginica
+15,6.18874202550889,3.0540000000369263,5.022957897412158,1.6689948597820907,Iris-virginica
+16,6.186776652754693,3.054000000054146,5.0044196293496235,1.6691225958607647,Iris-virginica
+17,6.192942487078816,3.0540000000126,5.085201290878448,1.6677704720209132,Iris-virginica
+18,6.1872727127045515,3.054000000084077,5.016565049617502,1.669142377726158,Iris-virginica
+19,6.1883683538547025,3.0540000000356122,5.034455025472229,1.6682939681647246,Iris-virginica
+20,6.179368201938983,3.0540000007002046,4.902228897576898,1.6654381843973387,Iris-versicolor
+21,6.190684994431193,3.054000000032168,5.063192336358059,1.6682776987478563,Iris-virginica
+22,5.108947716173036,3.054000000027962,4.8994913019715955,1.6654274751353848,Iris-versicolor
+23,6.187653853232275,3.054000000064831,5.0221648009758955,1.6690032080922566,Iris-virginica
+24,6.180823911482412,3.0540000010793884,4.955270387741981,1.6676600873359941,Iris-virginica
+25,5.108947716173036,3.0540000000270937,4.899491302420787,1.665427475135361,Iris-versicolor
+26,6.179366509280755,3.0540000000895056,4.899617293585782,1.6654275068531375,Iris-versicolor
+27,6.185896006123663,3.054000000156305,4.991838864636574,1.6703697404139846,Iris-virginica
+28,6.186600200355959,3.0540000000264964,5.026524698958602,1.6675879672347176,Iris-virginica
+29,6.179391935913292,3.0540000000106975,4.909834593541874,1.6654810956120072,Iris-virginica
+30,6.179366488624094,3.0540000000326826,4.899491495119315,1.665427475141918,Iris-versicolor
+31,6.181916986579855,3.0540000000099714,4.967653025301371,1.6664225517000102,Iris-virginica
+0,6.179366497727203,3.054000000044176,4.899564219716524,1.6654274876550115,Iris-versicolor
+1,6.180616842053024,3.0540000000558924,4.956721994476796,1.6661438461485694,Iris-virginica
+2,5.108947716173056,3.054000000028191,4.8994913097963355,1.6654274751358331,Iris-versicolor
+3,6.185446650860359,3.0540000000079646,4.99982758560025,1.6671255857580398,Iris-virginica
+4,6.179366488623484,3.054000000025445,4.899491440348358,1.6654274751443015,Iris-versicolor
+5,6.179366488863712,3.0540000002598364,4.899496211109149,1.665427475613731,Iris-versicolor
+6,6.179367057704134,3.054000000565779,4.900657175121745,1.6654296675145754,Iris-versicolor
+7,6.182353858861672,3.054000000044753,4.996154500901843,1.6664097778066609,Iris-virginica
+8,5.108947716173055,3.054000000025496,4.899491310704349,1.665427475135463,Iris-versicolor
+9,6.191189994998453,3.054000000024503,5.022918776007199,1.670722602726078,Iris-virginica
+10,6.179368546456152,3.0540000003786765,4.902612205542921,1.6654339187151561,Iris-versicolor
+11,6.187771578797973,3.054000000074284,5.015451352767332,1.6694829051754783,Iris-virginica
+12,6.179366488624172,3.054000000033034,4.899491485490006,1.665427475144191,Iris-versicolor
+13,5.1089477161732635,3.0540000000291334,4.899491361804188,1.6654274751373264,Iris-versicolor
+14,6.179366489539205,3.0540000000524565,4.899505326537789,1.6654274765772783,Iris-versicolor
+15,6.190440624294929,3.0540000000369876,5.012476274977726,1.6714691643308968,Iris-virginica
+16,5.108947716173285,3.0540000000298315,4.899491364249865,1.6654274751376439,Iris-versicolor
+17,5.108947716173206,3.0540000000449954,4.89949134467882,1.6654274751379021,Iris-versicolor
+18,5.108947716173211,3.054000000034473,4.899491348730045,1.6654274751375087,Iris-versicolor
+19,6.188036359532728,3.0540000001541956,4.994939704986142,1.6750530473923566,Iris-virginica
+20,6.179366488641318,3.0540000002053227,4.89949213598481,1.6654274752050577,Iris-versicolor
+21,5.10894771617339,3.054000000031315,4.899491382325124,1.6654274751391576,Iris-versicolor
+22,6.179366488626118,3.0540000000236787,4.8994915960280405,1.665427475144348,Iris-versicolor
+23,5.108947716173837,3.0540000000351633,4.899491440759652,1.6654274751398337,Iris-versicolor
+24,6.187653234137745,3.05400000012153,4.9934205925661415,1.6726007902127527,Iris-virginica
+25,6.192426905433084,3.054000000017524,5.039270985485565,1.6697837746849424,Iris-virginica
+26,6.189988743851008,3.0540000000405656,5.032751518412201,1.6695880461672874,Iris-virginica
+27,6.192724508635609,3.054000000013231,5.033744211556178,1.669522333506217,Iris-virginica
+28,6.179366488634739,3.0540000000303738,4.899491977168934,1.6654274751550335,Iris-versicolor
+29,6.185686056388348,3.0540000000743666,5.0146667734911645,1.6681013550716595,Iris-virginica
+30,6.1793664886344315,3.054000000039263,4.8994919945652216,1.665427475184308,Iris-versicolor
+31,6.1866257875049975,3.0540000000729797,5.003506498487503,1.668768416456943,Iris-virginica
+0,6.179366501759569,3.0540000000249434,4.899593438559822,1.6654275119169164,Iris-versicolor
+1,6.193658542409354,3.0540000000106438,5.027026410966245,1.6697092100418423,Iris-virginica
+2,5.108947716173043,3.0540000000280503,4.899491305138298,1.6654274751355371,Iris-versicolor
+3,6.179366638504567,3.0540000000081813,4.900185839744194,1.6654276719853662,Iris-versicolor
+4,6.181372446752623,3.0540000000847733,4.961612989294815,1.6669367931282164,Iris-virginica
+5,6.17936648884472,3.0540000000202623,4.899497152282674,1.6654274753149032,Iris-versicolor
+6,6.179366931500012,3.0540000000218144,4.900804792217363,1.6654287872461946,Iris-versicolor
+7,6.1794461683604585,3.0540000000054826,4.918360885195478,1.6654730962558277,Iris-virginica
+8,6.187996678919811,3.0540000000702476,5.028674887916996,1.668945884524499,Iris-virginica
+9,6.179391253206668,3.0540000001199643,4.9097960036777435,1.6654851851802945,Iris-versicolor
+10,6.184062003416073,3.054000000331061,4.973921911521459,1.6714406026696436,Iris-virginica
+11,6.189620081424522,3.054000000033491,5.0268277647785995,1.6689535260627295,Iris-virginica
+12,6.193700375909557,3.054000000009084,5.026685361864003,1.6693052109653725,Iris-virginica
+13,6.182327386644497,3.054000000793289,4.966052699696237,1.670071429231324,Iris-virginica
+14,6.190330902338696,3.054000000021169,5.030871889988803,1.6687226012814873,Iris-virginica
+15,6.179366671942435,3.0540000000518814,4.9001539893096755,1.6654279910270404,Iris-versicolor
+16,5.108947716173076,3.054000000028939,4.899491317515904,1.665427475135808,Iris-versicolor
+17,6.179366488739503,3.054000000014549,4.899494628943508,1.665427475349927,Iris-versicolor
+18,6.179366489015883,3.0540000000239784,4.899499202715999,1.6654274759402734,Iris-versicolor
+19,5.108947716173039,3.0540000000285974,4.899491304226054,1.6654274751354237,Iris-versicolor
+20,5.108947716173094,3.054000000036142,4.899491321236836,1.6654274751363616,Iris-versicolor
+21,5.108947716173043,3.0540000000304417,4.899491304392598,1.6654274751355413,Iris-versicolor
+22,5.108947716173507,3.054000000046914,4.899491396719195,1.6654274751400924,Iris-versicolor
+23,6.179366488624629,3.0540000000447227,4.899491517405311,1.6654274751451281,Iris-versicolor
+24,6.179366488713404,3.054000000018881,4.899493972185585,1.665427475340149,Iris-versicolor
+25,6.179370000924764,3.0540000001795273,4.903950696481097,1.6654437328584444,Iris-versicolor
+26,6.180954039941214,3.0540000000702183,4.970492053652634,1.6661858015050468,Iris-virginica
+27,6.179672347616612,3.054000000704526,4.929179196534004,1.6660161543705885,Iris-virginica
+28,5.108947716173062,3.0540000000353738,4.899491311989926,1.6654274751359295,Iris-versicolor
+29,6.1793664886676805,3.054000000092491,4.89949288446381,1.6654274752286677,Iris-versicolor
+30,6.183483187678142,3.0540000000292316,4.985133201937789,1.6671716306445703,Iris-virginica
+31,6.17936648862711,3.0540000000468877,4.899491679659705,1.665427475155392,Iris-versicolor
+0,6.179366497128518,3.0540000000127976,4.899564002153638,1.665427489405803,Iris-versicolor
+1,6.179366489333479,3.054000000016389,4.899505922967026,1.6654274757987186,Iris-versicolor
+2,6.181145826084422,3.0540000008023167,4.952456097926207,1.6689376650890773,Iris-virginica
+3,6.190586605111879,3.054000000025597,5.042160353879972,1.6689343910180459,Iris-virginica
+4,5.108947716173043,3.054000000027613,4.899491305901986,1.6654274751355012,Iris-versicolor
+5,6.179366488641891,3.0540000000370067,4.8994922250912945,1.6654274751926088,Iris-versicolor
+6,6.179368672362576,3.0540000011368713,4.9026266800641,1.66544765633418,Iris-versicolor
+7,5.108947716174127,3.054000000056286,4.8994914768943065,1.665427475143238,Iris-versicolor
+8,6.19566271593717,3.054000000006053,5.084317207159235,1.6680798711216314,Iris-virginica
+9,5.108947716173207,3.0540000000463583,4.8994913486008,1.6654274751373541,Iris-versicolor
+10,6.17936672147545,3.0540000000652694,4.900310500627163,1.6654281400540956,Iris-versicolor
+11,6.179366488638159,3.054000000015262,4.899492057599102,1.6654274751867717,Iris-versicolor
+12,5.108947716173096,3.0540000000316536,4.899491321262196,1.665427475136445,Iris-versicolor
+13,6.17936649659782,3.0540000000802974,4.8995546735815685,1.6654274993385132,Iris-versicolor
+14,6.185451889459794,3.0540000001942347,5.002593667789613,1.6694216342069343,Iris-virginica
+15,6.179367841701001,3.0540000000979055,4.902005572456688,1.6654297927771833,Iris-versicolor
+16,6.18709949172828,3.05400000008366,4.990206827930971,1.6715560450765228,Iris-virginica
+17,6.179366488707866,3.054000000086726,4.899493805275261,1.6654274752773954,Iris-versicolor
+18,6.18187761690856,3.0540000006668206,4.963515186316438,1.66914569910564,Iris-virginica
+19,5.108947716173061,3.0540000000346295,4.899491311642337,1.6654274751358804,Iris-versicolor
+20,6.179518449324424,3.0540000001733354,4.9217272192452635,1.665724218027106,Iris-virginica
+21,6.179366488657738,3.0540000000207574,4.899492711427928,1.6654274751980733,Iris-versicolor
+22,6.185886664628609,3.0540000000097853,5.004174557760698,1.6672374538279686,Iris-virginica
+23,6.185810727943688,3.0540000001751846,4.992190757171712,1.6701461496660452,Iris-virginica
diff --git a/iris/lct_gan/0/12/test.csv b/iris/lct_gan/0/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/12/train.csv b/iris/lct_gan/0/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/12/val.csv b/iris/lct_gan/0/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/13/synth.csv b/iris/lct_gan/0/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8c44b4a35b2272d5d6ff3a491ee729d509d88a5
--- /dev/null
+++ b/iris/lct_gan/0/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648875471,3.0540000000353693,4.899495107790176,1.6654274754276313,Iris-versicolor
+1,5.108947716173366,3.054000000061322,4.899491373124822,1.6654274751399292,Iris-versicolor
+2,5.108947716173058,3.0540000000258556,4.899491312391358,1.6654274751355356,Iris-versicolor
+3,6.192295318563956,3.054000000010777,5.020253580267035,1.6707738838627941,Iris-virginica
+4,6.184987628519631,3.0540000000159493,4.998605979708525,1.6671716390051154,Iris-virginica
+5,6.180200601288144,3.0540000000328553,4.948575293325546,1.665894058295254,Iris-virginica
+6,6.1898579385190065,3.0540000000033336,5.018838831198593,1.667499147046542,Iris-virginica
+7,6.179366488629328,3.0540000000574734,4.899491748360032,1.665427475165217,Iris-versicolor
+8,6.193332311662244,3.054000000009988,5.052640725630102,1.6686638812987806,Iris-virginica
+9,6.179366489049795,3.0540000000188217,4.899499996108165,1.665427476006179,Iris-versicolor
+10,6.179366488639039,3.0540000000173726,4.8994921012229575,1.6654274751867733,Iris-versicolor
+11,6.192778446549359,3.054000000023409,5.0107463534652465,1.672143229813825,Iris-virginica
+12,6.193312520158282,3.0540000000097183,5.052322939255873,1.6686685707489244,Iris-virginica
+13,6.189399406991959,3.054000000082673,4.996054952684846,1.6748421838410636,Iris-virginica
+14,6.190881427966447,3.054000000027448,5.031815393719192,1.6701524527013953,Iris-virginica
+15,6.1871297269665435,3.054000000286923,4.992930274292488,1.6754495990583747,Iris-virginica
+16,6.179405519145978,3.0540000000898115,4.914686795259564,1.6654651407925103,Iris-versicolor
+17,6.182725945829072,3.0540000000124308,4.981670351017084,1.6666349051616167,Iris-virginica
+18,6.189883723666746,3.0540000000492697,5.01301860921149,1.671300625529434,Iris-virginica
+19,6.18315059203969,3.0540000000236,4.9764117925896265,1.6672160859059932,Iris-virginica
+20,6.179370350537667,3.054000000085182,4.904521016339467,1.665442997915869,Iris-versicolor
+21,6.179366595742958,3.0540000000207637,4.899989802992093,1.6654278906335644,Iris-versicolor
+22,6.190033529205085,3.054000000048206,5.01762012689445,1.6710153164218295,Iris-virginica
+23,6.192994068529152,3.054000000008548,5.037501792486011,1.6684738487593342,Iris-virginica
+24,5.1089477161731764,3.0540000000311793,4.899491342277847,1.6654274751369527,Iris-versicolor
+25,6.179368209455439,3.054000000030902,4.9027603133367075,1.6654370508871226,Iris-versicolor
+26,5.108947716173049,3.05400000003033,4.899491306578992,1.665427475135704,Iris-versicolor
+27,6.179545292386108,3.0540000001556313,4.925247090426641,1.665631632840768,Iris-virginica
+28,6.1793665097899515,3.0540000000411753,4.899627886918458,1.6654275013818323,Iris-versicolor
+29,6.179872063533722,3.0540000000070573,4.942423511803341,1.665606979543183,Iris-virginica
+30,6.1847700966192685,3.054000000401241,4.996101240510853,1.6703553676173617,Iris-virginica
+31,6.179369624274407,3.054000000020859,4.904455197123894,1.6654302937160985,Iris-versicolor
+0,5.108947716173492,3.0540000000250727,4.899491393199176,1.6654274751375047,Iris-versicolor
+1,6.1874210409215955,3.0540000000511265,5.0279813834716816,1.6684525534313603,Iris-virginica
+2,5.108947716173065,3.054000000030464,4.899491312704595,1.6654274751359426,Iris-versicolor
+3,6.183934009456473,3.0540000000054985,4.984560744972619,1.6668419978011915,Iris-virginica
+4,6.179366488622901,3.0540000000255616,4.8994913972356775,1.6654274751404998,Iris-versicolor
+5,6.189855102396768,3.054000000032584,5.024656964542913,1.6694897351290858,Iris-virginica
+6,6.18035536062849,3.0540000001176426,4.948672809180553,1.6662429842689896,Iris-virginica
+7,6.180419927115998,3.05400000228185,4.940717972381323,1.6691001667613077,Iris-virginica
+8,6.1868116657573875,3.0540000000354914,5.025827329898795,1.667815826550725,Iris-virginica
+9,6.184057722042752,3.054000000034351,4.987576807686793,1.6676098639101922,Iris-virginica
+10,6.179366635873563,3.0540000005543533,4.899919046846803,1.6654277508476358,Iris-versicolor
+11,5.108947716173076,3.054000000023802,4.8994913165161424,1.6654274751354399,Iris-versicolor
+12,6.183916578947585,3.0540000001332626,4.978898803337322,1.6692328889875192,Iris-virginica
+13,6.188414260969026,3.0540000000199212,5.028425939206734,1.6680740935771288,Iris-virginica
+14,6.190132920369937,3.0540000000466354,5.017010793502642,1.671279434606316,Iris-virginica
+15,6.180364286953733,3.0540000000374046,4.947897291112152,1.6661458122021227,Iris-virginica
+16,6.1801968941284855,3.0540000000250407,4.95212932538527,1.6657837858149678,Iris-virginica
+17,6.188240467609185,3.0540000000585263,5.000563519510501,1.6708767503785018,Iris-virginica
+18,5.108947716173054,3.0540000000274388,4.899491309976532,1.6654274751356537,Iris-versicolor
+19,6.179366766049897,3.0540000010405053,4.900194398479771,1.6654303003927458,Iris-versicolor
+20,6.179366488631267,3.0540000000473104,4.899491880319764,1.665427475157098,Iris-versicolor
+21,6.1917742738273045,3.054000000022845,5.027913396273038,1.6702712356558354,Iris-virginica
+22,6.192158200280413,3.0540000000191556,5.041402314124689,1.6697812183972962,Iris-virginica
+23,6.179452891922917,3.054000000014142,4.920612820448529,1.6654752254961336,Iris-virginica
+24,6.1793664886301425,3.05400000010073,4.899491765473067,1.6654274751736062,Iris-versicolor
+25,6.186143915138119,3.05400000011374,5.020960191883832,1.6684086201942172,Iris-virginica
+26,6.1864461622467966,3.0540000000445375,5.022448756339762,1.667843202238067,Iris-virginica
+27,6.1801355534860125,3.0540000000839305,4.946937281475691,1.6659821967931299,Iris-virginica
+28,6.191250809881171,3.054000000012983,5.069082984378193,1.6676485616108547,Iris-virginica
+29,6.179366517763929,3.0540000000114644,4.899697559524121,1.665427562410822,Iris-versicolor
+30,5.1089477161730406,3.0540000000288443,4.899491303781926,1.6654274751354843,Iris-versicolor
+31,6.193984120597365,3.0540000000089558,5.035233226258457,1.6694538847038227,Iris-virginica
+0,6.179366488637837,3.0540000000658574,4.899492163860703,1.665427475192921,Iris-versicolor
+1,6.192593842042134,3.05400000001085,5.036390434415485,1.669890106952472,Iris-virginica
+2,5.108947716173095,3.0540000000265115,4.899491322372731,1.6654274751364204,Iris-versicolor
+3,6.189377212313622,3.0540000000697947,5.0180823422918435,1.6712610830058838,Iris-virginica
+4,6.179652009655407,3.0540000005136045,4.928433088306958,1.665940462787182,Iris-virginica
+5,5.108947716173047,3.0540000000330347,4.899491305930214,1.6654274751356495,Iris-versicolor
+6,6.179366525834128,3.054000000069505,4.899693597224345,1.665427577590285,Iris-versicolor
+7,5.108947716173053,3.054000000026861,4.899491308149856,1.6654274751357805,Iris-versicolor
+8,6.179366488624754,3.054000000017308,4.899491510311099,1.6654274751472464,Iris-versicolor
+9,6.1939566852280565,3.054000000010353,5.0251753981996705,1.6702034459090944,Iris-virginica
+10,6.179369893983093,3.054000002655863,4.903263157409063,1.6654631362052559,Iris-versicolor
+11,5.108947716173264,3.054000000021893,4.899491355457911,1.6654274751385176,Iris-versicolor
+12,6.193052857411077,3.054000000011742,5.031751821436135,1.6690189087881417,Iris-virginica
+13,6.186322066560917,3.054000000008786,5.026943940843388,1.6668852736140067,Iris-virginica
+14,6.181317635448476,3.0540000001169294,4.9622433529431555,1.6668555214926961,Iris-virginica
+15,6.1906070589354405,3.054000000034483,5.050640931458993,1.6687440097826938,Iris-virginica
+16,6.179775846056235,3.0540000016065942,4.930763547773894,1.6666390889007392,Iris-virginica
+17,6.194413524005646,3.054000000007356,5.051933976438032,1.6688939186387468,Iris-virginica
+18,6.191827119959484,3.0540000000208276,5.013675431086234,1.6711687515926776,Iris-virginica
+19,6.191322716874219,3.0540000000258924,5.031552712495298,1.6699748755389212,Iris-virginica
+20,6.179367266344041,3.0540000002106877,4.901136567300087,1.6654310617422097,Iris-versicolor
+21,6.181823122297758,3.054000000002551,4.967421192205779,1.6663323732291278,Iris-virginica
+22,6.192090996453693,3.054000000017284,5.035803988546399,1.6698564645267808,Iris-virginica
+23,5.108947716173054,3.0540000000297054,4.8994913085629666,1.6654274751358027,Iris-versicolor
+24,6.179965882324921,3.054000001396446,4.934973241698672,1.6671088756792694,Iris-virginica
+25,6.19306115522988,3.0540000000053333,5.035943052133909,1.6679228615118753,Iris-virginica
+26,6.183367260833038,3.054000000163116,4.972180708836578,1.669416484518978,Iris-virginica
+27,6.188898020598171,3.054000000081944,5.00688467808098,1.672422726099505,Iris-virginica
+28,6.179366488963233,3.054000000076715,4.899498082945152,1.665427475594414,Iris-versicolor
+29,6.179917265974851,3.0540000000074814,4.94606278737836,1.6656048299527242,Iris-virginica
+30,6.188760195375603,3.054000000090304,5.017717280051008,1.6709657506242712,Iris-virginica
+31,6.184223417674027,3.0540000003170804,4.980466548616395,1.6708672903197521,Iris-virginica
+0,5.108947716173081,3.0540000000259107,4.899491318870443,1.6654274751360112,Iris-versicolor
+1,6.179369136540327,3.0540000002556575,4.903451510074066,1.665432967288946,Iris-versicolor
+2,6.179500328292888,3.054000000037798,4.925042947481489,1.6655065979509867,Iris-virginica
+3,6.179386226187298,3.0540000001150243,4.908146568390147,1.6654994997844645,Iris-versicolor
+4,6.179417891349609,3.054000000126073,4.914306090084825,1.6655140823785162,Iris-virginica
+5,5.108947716173058,3.0540000000249314,4.89949131167824,1.6654274751353668,Iris-versicolor
+6,6.179366953908574,3.054000000103875,4.900748788333106,1.6654297731232113,Iris-versicolor
+7,6.191825516448877,3.054000000020393,5.041793027900551,1.6696544068725618,Iris-virginica
+8,6.180704528897655,3.0540000001143413,4.952952475765303,1.6665300391501752,Iris-virginica
+9,6.18230822120685,3.054000000016675,4.968631341829299,1.6668447298642008,Iris-virginica
+10,6.179366488953191,3.054000000018334,4.899498381320076,1.6654274759302299,Iris-versicolor
+11,6.183262576688825,3.054000000014516,4.999917428507065,1.6664951026752335,Iris-virginica
+12,6.189151958812509,3.054000000057368,5.021083897068117,1.6701155688311902,Iris-virginica
+13,6.191161458087076,3.0540000000132173,5.029335724488349,1.6687986665404768,Iris-virginica
+14,5.10894771617313,3.054000000048269,4.899491331469987,1.665427475136807,Iris-versicolor
+15,6.191693633976055,3.054000000021516,5.034627644919555,1.6700356607801858,Iris-virginica
+16,6.184049913991863,3.0540000000881795,5.002555077925483,1.6674864078188671,Iris-virginica
+17,5.10894771617309,3.054000000027492,4.899491321537756,1.6654274751357845,Iris-versicolor
+18,6.179367161394248,3.0540000000156993,4.901183032957769,1.665430062590159,Iris-versicolor
+19,6.179366934493574,3.054000000007793,4.900926749081788,1.665428984038121,Iris-versicolor
+20,6.1911568079063155,3.05400000002867,5.026654494975436,1.670561915496052,Iris-virginica
+21,6.187597392926623,3.054000000122759,5.00101510409133,1.6718287077381118,Iris-virginica
+22,6.191424189814147,3.054000000023896,5.0186129576136995,1.6711182861188991,Iris-virginica
+23,6.1793671654524704,3.05400000007304,4.901241624976853,1.6654284493592166,Iris-versicolor
diff --git a/iris/lct_gan/0/13/test.csv b/iris/lct_gan/0/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/13/train.csv b/iris/lct_gan/0/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/13/val.csv b/iris/lct_gan/0/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/14/synth.csv b/iris/lct_gan/0/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d466416eea9c9947058a46750c9a9949b9b52826
--- /dev/null
+++ b/iris/lct_gan/0/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.188033881063073,3.054000000116562,5.008482527331196,1.6713852497435433,Iris-virginica
+1,6.190507449553709,3.0540000000361043,5.01175855728433,1.671326864998304,Iris-virginica
+2,6.179366488622965,3.054000000020754,4.899491400183941,1.6654274751407507,Iris-versicolor
+3,6.191689793916741,3.0540000000268557,5.010400389173699,1.6721016864690892,Iris-virginica
+4,6.192950041705311,3.054000000016685,5.022661435205273,1.6697418761189973,Iris-virginica
+5,6.179420547970165,3.054000000119137,4.915505746467054,1.6654951378739693,Iris-virginica
+6,6.1798797315388745,3.0540000035382455,4.931991294525539,1.667521922394916,Iris-virginica
+7,6.179366488844564,3.0540000000244283,4.899496766375116,1.6654274753770515,Iris-versicolor
+8,6.1868734462323625,3.0540000000090872,5.016349519191783,1.6673969165440095,Iris-virginica
+9,6.179366488625922,3.054000000043374,4.899491592321894,1.6654274751493146,Iris-versicolor
+10,6.192814331722388,3.054000000005618,5.051511445253532,1.6679967750520357,Iris-virginica
+11,6.179366488800517,3.0540000000381218,4.899495727233484,1.6654274753585239,Iris-versicolor
+12,6.179366488675285,3.054000000013464,4.89949316124651,1.6654274752517588,Iris-versicolor
+13,6.188140054380614,3.0540000001164835,5.026051077320377,1.6697545772144295,Iris-virginica
+14,6.1892459621817215,3.0540000000654692,5.026511116527085,1.670075569536395,Iris-virginica
+15,6.19247020719126,3.054000000015662,5.045174365471892,1.6692058513924648,Iris-virginica
+16,6.187356629992046,3.0540000001322687,5.025802241171703,1.6693858486268747,Iris-virginica
+17,6.179416377726012,3.0540000000263596,4.915071271247473,1.6654738430876466,Iris-virginica
+18,6.190126957402014,3.054000000044859,5.0209074880473565,1.6708654628269404,Iris-virginica
+19,6.1947304613630205,3.0540000000067717,5.059254569340875,1.668612664191605,Iris-virginica
+20,6.180897396451903,3.0540000002290397,4.951816816898795,1.6673737796530383,Iris-virginica
+21,6.18171867920302,3.0540000001244327,4.963127123991294,1.6674956500956128,Iris-virginica
+22,6.190055391329265,3.05400000004673,5.040788028023046,1.66934704346262,Iris-virginica
+23,5.108947716173278,3.0540000000617216,4.899491360422035,1.6654274751379385,Iris-versicolor
+24,6.188603989738407,3.054000000088386,5.008880682678655,1.671528016043168,Iris-virginica
+25,6.190977824052357,3.054000000025511,5.026359571110244,1.6704568124325694,Iris-virginica
+26,6.19083964884617,3.0540000000356007,5.007203389961592,1.6725333430444456,Iris-virginica
+27,6.191451374199186,3.054000000014376,5.014486962609104,1.6715534390334374,Iris-virginica
+28,6.190023675980993,3.0540000000309777,5.034507541706059,1.6690714460457816,Iris-virginica
+29,6.179369454423948,3.054000000103366,4.903742192946959,1.6654344661380969,Iris-versicolor
+30,5.108947716173083,3.0540000000324197,4.899491319380727,1.6654274751362805,Iris-versicolor
+31,6.179366488634107,3.0540000000430934,4.899491965475733,1.6654274751624052,Iris-versicolor
+0,6.179366490451542,3.054000000427586,4.8995112804057515,1.6654274807592488,Iris-versicolor
+1,5.108947716173044,3.0540000000306526,4.899491305070917,1.6654274751355675,Iris-versicolor
+2,6.189716219554378,3.0540000000557104,5.010806111161183,1.6712112733251072,Iris-virginica
+3,6.1814367789009985,3.054000000361514,4.973749217033075,1.667030320405247,Iris-virginica
+4,6.181268458392577,3.0540000000069196,4.96835728563168,1.666019834488826,Iris-virginica
+5,6.181390237528513,3.054000000062478,4.979115065413357,1.66624270220255,Iris-virginica
+6,6.18002744305794,3.0540000000680165,4.946292891402905,1.665842655114971,Iris-virginica
+7,6.191474204007159,3.054000000015947,5.029031032778759,1.6703026688584601,Iris-virginica
+8,6.179366490351443,3.0540000000271714,4.899515154595796,1.6654274796553317,Iris-versicolor
+9,6.183996562753842,3.0540000004768917,4.985888921673694,1.6702642315581904,Iris-virginica
+10,5.108947716173034,3.0540000000273344,4.8994913015715715,1.6654274751353448,Iris-versicolor
+11,6.179366488624416,3.0540000000280068,4.899491507862678,1.6654274751412492,Iris-versicolor
+12,6.18975891337288,3.0540000000237324,5.019913356616433,1.6688965263131583,Iris-virginica
+13,6.179366488904666,3.0540000003852996,4.899496467341034,1.6654274758114687,Iris-versicolor
+14,6.179417795803471,3.0540000005078194,4.913472419886459,1.6656094829401857,Iris-versicolor
+15,6.179366488661058,3.054000000047367,4.899492781960789,1.6654274752268556,Iris-versicolor
+16,5.108947716173095,3.054000000029242,4.899491323182961,1.6654274751358722,Iris-versicolor
+17,6.1794324925391955,3.0540000000061416,4.918666768181865,1.6654587154427678,Iris-virginica
+18,6.179366488624003,3.054000000025938,4.899491487131772,1.6654274751409,Iris-versicolor
+19,6.179366488623579,3.0540000000467367,4.899491453647828,1.6654274751454292,Iris-versicolor
+20,6.18593526145768,3.0540000000077647,5.008821100078521,1.6670668660812067,Iris-virginica
+21,5.108947716173373,3.054000000024039,4.899491375305733,1.6654274751371045,Iris-versicolor
+22,5.10894771617305,3.0540000000291654,4.899491308023895,1.6654274751357034,Iris-versicolor
+23,6.191880746931612,3.054000000005218,5.0266954048589465,1.6680303057319044,Iris-virginica
+24,5.108947716173208,3.054000000038389,4.89949134990583,1.6654274751372244,Iris-versicolor
+25,6.188500339509947,3.054000000055722,5.007834885479227,1.6701137074883665,Iris-virginica
+26,6.179882316110387,3.054000000010652,4.936021699728952,1.6657693597453593,Iris-virginica
+27,6.190558762590314,3.0540000000305705,5.025355634314394,1.6697098617565294,Iris-virginica
+28,6.190108282778049,3.054000000040231,5.016820551913504,1.6714061466201722,Iris-virginica
+29,6.189435709774925,3.0540000000371075,4.99932211528628,1.6708564505671433,Iris-virginica
+30,5.108947716173168,3.054000000039915,4.899491338070869,1.6654274751372058,Iris-versicolor
+31,6.188574216032327,3.054000000106492,5.028878736951336,1.6699882520032658,Iris-virginica
+0,5.1089477161730406,3.0540000000281027,4.8994913037441155,1.665427475135502,Iris-versicolor
+1,6.185839057793043,3.054000000121205,5.0233067883049705,1.6681343249832588,Iris-virginica
+2,6.179366488646177,3.0540000000262033,4.899492474723957,1.6654274752015512,Iris-versicolor
+3,6.1793664887311195,3.0540000000196086,4.89949441471363,1.6654274754022391,Iris-versicolor
+4,6.187119433125625,3.0540000000272585,5.013526149407978,1.6681244546460514,Iris-virginica
+5,6.181987056681785,3.054000000024162,4.964997040851089,1.6669415105148158,Iris-virginica
+6,6.190839834992836,3.054000000034561,5.044168102403241,1.6693622939125636,Iris-virginica
+7,6.180050226677835,3.054000001667121,4.938050963148922,1.6672513186704971,Iris-virginica
+8,6.187758998908671,3.0540000000771204,5.009952068878897,1.6696245071162594,Iris-virginica
+9,5.108947716173057,3.0540000000269956,4.899491312003281,1.665427475135625,Iris-versicolor
+10,6.180696543414832,3.0540000001198893,4.949143601145546,1.6668284978658696,Iris-virginica
+11,6.1793664889806825,3.0540000000223486,4.89949877439632,1.665427475476523,Iris-versicolor
+12,5.108947716173061,3.054000000029645,4.89949131187668,1.665427475135837,Iris-versicolor
+13,6.179366489493994,3.054000000015665,4.899506000855406,1.6654274767924233,Iris-versicolor
+14,5.108947716173071,3.0540000000313574,4.899491314020676,1.6654274751360798,Iris-versicolor
+15,6.192740828190518,3.054000000013699,5.027099088231019,1.6703611938977247,Iris-virginica
+16,6.192556425865065,3.054000000013051,5.03467757223688,1.6697954141950615,Iris-virginica
+17,6.179366491256004,3.054000000123833,4.899521247397806,1.6654274811987146,Iris-versicolor
+18,5.108947716173039,3.0540000000267042,4.899491304036799,1.6654274751354456,Iris-versicolor
+19,6.1830559465690555,3.054000000296819,4.974708923378594,1.6690564655802704,Iris-virginica
+20,6.190989792516093,3.0540000000161163,5.073094641823924,1.6675758515813588,Iris-virginica
+21,6.1949108716442405,3.0540000000082936,5.092034729738921,1.6679118641324038,Iris-virginica
+22,6.179366488695164,3.0540000000172745,4.899493942633932,1.6654274751986142,Iris-versicolor
+23,6.179513090407226,3.054000000005598,4.925966360531926,1.6654883493343726,Iris-virginica
+24,6.192640018964545,3.0540000000143035,5.023946876023758,1.6702941406946166,Iris-virginica
+25,5.1089477161734385,3.0540000000526017,4.899491392353979,1.6654274751396194,Iris-versicolor
+26,6.183690320115039,3.0540000005337027,4.979667367601005,1.670891804661509,Iris-virginica
+27,6.1793665009665055,3.054000000359974,4.899571600628709,1.6654275174366835,Iris-versicolor
+28,6.179367492706725,3.0540000000229037,4.901641603392101,1.6654300232748471,Iris-versicolor
+29,6.179366616012635,3.054000000123259,4.899989100947819,1.6654279290225684,Iris-versicolor
+30,5.108947716173062,3.054000000027052,4.899491311520064,1.6654274751359655,Iris-versicolor
+31,6.179366488624689,3.054000000034578,4.899491522408615,1.665427475146882,Iris-versicolor
+0,6.185614645089231,3.054000000253677,4.994658244737457,1.670402603473739,Iris-virginica
+1,6.1793678556297635,3.0540000022647362,4.901395866986301,1.6654346505822681,Iris-versicolor
+2,6.192416373854289,3.0540000000157246,5.0205872128113676,1.670444839316309,Iris-virginica
+3,6.17937004063943,3.054000003259274,4.9031538468194125,1.665464427189398,Iris-versicolor
+4,6.18515878549888,3.054000000345997,4.99730797576623,1.6705235536446041,Iris-virginica
+5,6.17936648930894,3.054000000038716,4.899503225544651,1.6654274766791932,Iris-versicolor
+6,6.180099663607029,3.0540000005162513,4.937920748152846,1.6669190079037364,Iris-virginica
+7,6.192138785252854,3.054000000013572,5.023401677722943,1.6707006516051022,Iris-virginica
+8,6.17936648969897,3.05400000002085,4.899509242680414,1.6654274760061774,Iris-versicolor
+9,6.179880935871203,3.0540000000211673,4.935507921744509,1.6658531891214254,Iris-virginica
+10,6.179366488622907,3.05400000002999,4.899491404750689,1.665427475139365,Iris-versicolor
+11,6.192285574796894,3.054000000014345,5.031292770270025,1.670280017083021,Iris-virginica
+12,6.182805123348366,3.0540000004425605,4.971309644740945,1.6695638658395033,Iris-virginica
+13,5.1089477161730406,3.054000000030156,4.899491303473919,1.6654274751355012,Iris-versicolor
+14,6.179366914716409,3.054000000119944,4.900644510086705,1.665428889402103,Iris-versicolor
+15,6.190627823700623,3.05400000001008,5.04676422284942,1.6678603334028288,Iris-virginica
+16,6.192018683702744,3.054000000015009,5.027921238063611,1.670352483841046,Iris-virginica
+17,6.179366488657529,3.0540000000211744,4.899492692584362,1.6654274752027596,Iris-versicolor
+18,6.179366488634058,3.0540000000149155,4.89949194849662,1.6654274751755918,Iris-versicolor
+19,6.187720362669184,3.0540000000550482,5.003924433407193,1.6695341985471384,Iris-virginica
+20,6.179410046111327,3.0540000000233394,4.915010544271201,1.6654614427902257,Iris-virginica
+21,6.179366488640871,3.0540000000251557,4.899492208292667,1.6654274751593647,Iris-versicolor
+22,6.179366491153187,3.054000000025314,4.899522357132796,1.66542748114579,Iris-versicolor
+23,6.180689495637125,3.0540000001262144,4.957508412258886,1.6663558680941706,Iris-virginica
diff --git a/iris/lct_gan/0/14/test.csv b/iris/lct_gan/0/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/14/train.csv b/iris/lct_gan/0/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/14/val.csv b/iris/lct_gan/0/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/15/synth.csv b/iris/lct_gan/0/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf59ad67587886828dab1f59e28878273f25551
--- /dev/null
+++ b/iris/lct_gan/0/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366495406125,3.0540000000321372,4.89955527638331,1.6654274963321687,Iris-versicolor
+1,6.193139621278489,3.0540000000087146,5.045049222000659,1.6693834371193996,Iris-virginica
+2,6.189265277512751,3.054000000008854,5.057448206003873,1.667147883433806,Iris-virginica
+3,5.108947716173102,3.054000000037592,4.899491322816034,1.6654274751364517,Iris-versicolor
+4,6.179400509210205,3.0540000000325183,4.911808201510416,1.6654892391525415,Iris-virginica
+5,6.191565064495582,3.054000000012394,5.0351682156884525,1.6682387516582504,Iris-virginica
+6,6.1811018464944265,3.0540000002362104,4.952516656060098,1.667749632852437,Iris-virginica
+7,6.179376948498377,3.054000001757992,4.906039462379238,1.6655068849623829,Iris-versicolor
+8,6.1810864911374175,3.0540000004875747,4.957605934367314,1.667705549941145,Iris-virginica
+9,6.19264632145841,3.0540000000133776,5.040196679471498,1.669796923171496,Iris-virginica
+10,6.181142892008601,3.0540000000173007,4.970514028175815,1.666074609670672,Iris-virginica
+11,5.108947716173276,3.054000000051922,4.899491363157393,1.6654274751394047,Iris-versicolor
+12,6.1906479561248835,3.0540000000388425,5.0375699047530835,1.6697282647437266,Iris-virginica
+13,5.108947716173039,3.054000000026572,4.899491304132018,1.6654274751353983,Iris-versicolor
+14,6.179366489380064,3.0540000000164387,4.899504733337554,1.6654274757614191,Iris-versicolor
+15,6.188083813686197,3.05400000001533,5.008462816546602,1.6684722237548468,Iris-virginica
+16,6.17950114918792,3.054000000012267,4.924999528412599,1.6654925426830243,Iris-virginica
+17,6.184536609091188,3.054000000111092,4.984820174417329,1.6690627257933162,Iris-virginica
+18,5.108947716173119,3.0540000000445295,4.899491329535454,1.6654274751365161,Iris-versicolor
+19,6.179480341273923,3.054000000002446,4.919596220474125,1.665554655492188,Iris-virginica
+20,6.187014349498117,3.054000000316337,4.986690816674019,1.6779631843029281,Iris-virginica
+21,6.187344567409211,3.0540000001939505,5.011850645169467,1.6709867816774533,Iris-virginica
+22,6.194991044385878,3.0540000000100123,5.028059126007878,1.6698409681544615,Iris-virginica
+23,6.17997029864586,3.054000000003251,4.939434789048003,1.6657070287208702,Iris-virginica
+24,6.180311654942507,3.0540000001195438,4.9440690433925605,1.6664397896146592,Iris-virginica
+25,5.108947716173165,3.0540000000308107,4.899491336000356,1.665427475137499,Iris-versicolor
+26,6.179366701981876,3.0540000013043844,4.900009610362737,1.6654281544370748,Iris-versicolor
+27,5.108947716173143,3.0540000000272443,4.899491332513844,1.6654274751371227,Iris-versicolor
+28,6.179381929639451,3.054000000035444,4.90829552958055,1.665454315033619,Iris-versicolor
+29,6.185568275745546,3.054000000016728,5.0232094725594525,1.6670395135383005,Iris-virginica
+30,6.18068310617024,3.0540000000619796,4.957017143465163,1.666329813372956,Iris-virginica
+31,6.1895200446723555,3.054000000060459,5.015600384308727,1.671493108932092,Iris-virginica
+0,6.188398707613316,3.054000000020244,5.0057188777228,1.6686750779039246,Iris-virginica
+1,6.188418098936804,3.0540000001062997,5.010837740967174,1.671633197818124,Iris-virginica
+2,5.108947716173179,3.0540000000296867,4.899491342312634,1.6654274751363454,Iris-versicolor
+3,5.108947716173834,3.0540000000322824,4.89949144078631,1.6654274751407503,Iris-versicolor
+4,5.108947716173035,3.0540000000277385,4.899491301640901,1.6654274751353562,Iris-versicolor
+5,6.19423749758299,3.0540000000069925,5.045129515932832,1.6687950825175293,Iris-virginica
+6,5.108947716173034,3.0540000000270506,4.899491301590249,1.6654274751353397,Iris-versicolor
+7,6.184375593967939,3.0540000001873646,4.993179054160368,1.6691448051390603,Iris-virginica
+8,5.108947716173089,3.054000000033463,4.899491321698881,1.6654274751361304,Iris-versicolor
+9,6.191747058766411,3.05400000001951,5.038858935035514,1.6694714773298915,Iris-virginica
+10,6.1796628749212745,3.0540000000222314,4.932243879600407,1.6655951636969326,Iris-virginica
+11,6.188851307545474,3.054000000033172,5.0214326628925,1.6690316804384182,Iris-virginica
+12,5.108947716173297,3.0540000000228376,4.899491359970282,1.6654274751386695,Iris-versicolor
+13,5.108947716173086,3.054000000027319,4.899491320435102,1.6654274751357072,Iris-versicolor
+14,6.179369553086283,3.0540000006541157,4.903370282037056,1.6654506434272702,Iris-versicolor
+15,5.108947716173081,3.054000000025343,4.899491318209652,1.6654274751355396,Iris-versicolor
+16,6.180847420778004,3.054000000199359,4.955876488114869,1.6668018778902394,Iris-virginica
+17,6.186134190194876,3.05400000005934,5.020939355483365,1.6680495029708873,Iris-virginica
+18,6.189933530100558,3.0540000000074388,5.016895955670056,1.6682040982183481,Iris-virginica
+19,6.183401159047271,3.054000000146895,4.987080298525846,1.6678222655978698,Iris-virginica
+20,6.18987465755721,3.0540000000492524,5.02679580979469,1.6702403073485688,Iris-virginica
+21,6.179366985894873,3.054000000006531,4.900758197778282,1.6654280415575686,Iris-versicolor
+22,5.108947716173056,3.054000000033754,4.899491309945264,1.665427475135837,Iris-versicolor
+23,6.191615347799505,3.0540000000200203,5.033100509359759,1.6700512142489108,Iris-virginica
+24,6.1887203160668065,3.054000000061792,5.024717247526257,1.6695454473547102,Iris-virginica
+25,6.1858275369179205,3.0540000000293523,5.013740354108338,1.6676173382375206,Iris-virginica
+26,6.179366488657675,3.054000000023095,4.8994927939956865,1.6654274751714044,Iris-versicolor
+27,6.179424958310619,3.054000001150121,4.9127260240020245,1.6657567473277821,Iris-virginica
+28,6.179384492396901,3.054000000034197,4.909368279808359,1.6654650873825187,Iris-versicolor
+29,6.179998596337855,3.0540000000329828,4.943018459198967,1.6657972894462623,Iris-virginica
+30,6.179376245035714,3.054000000019176,4.907170270935688,1.6654509660490446,Iris-versicolor
+31,6.189374463338699,3.05400000000456,5.0161044601097,1.6676198111236316,Iris-virginica
+0,5.108947716173124,3.05400000002678,4.899491331707898,1.665427475136414,Iris-versicolor
+1,6.192638865831266,3.0540000000155376,5.04794705752779,1.6691306203527445,Iris-virginica
+2,5.108947716173046,3.0540000000277834,4.899491306347334,1.6654274751356515,Iris-versicolor
+3,5.108947716173069,3.054000000031976,4.899491315358348,1.665427475135793,Iris-versicolor
+4,6.179366829639332,3.0540000000291485,4.900488823634599,1.6654279815251944,Iris-versicolor
+5,6.192508697023257,3.054000000015888,5.035993992505519,1.6695779111474567,Iris-virginica
+6,6.182561522548605,3.054000000102712,4.969913430813855,1.6678548311445678,Iris-virginica
+7,6.179691986612771,3.054000000245112,4.9298259410199865,1.6659347166966818,Iris-virginica
+8,6.179845680424676,3.054000000021462,4.932664012597758,1.6658812646730572,Iris-virginica
+9,6.184007196120703,3.0540000000456677,4.990599536548295,1.6674552723332146,Iris-virginica
+10,6.186279682289681,3.054000000009688,5.000694165992661,1.6675197300968554,Iris-virginica
+11,6.18237776894777,3.054000000428296,4.963475514610387,1.669986369453206,Iris-virginica
+12,6.17936657717807,3.0540000000337213,4.899893423476598,1.6654275617969092,Iris-versicolor
+13,6.190200897367641,3.0540000000374135,5.031176093931515,1.669508576535112,Iris-virginica
+14,6.179367961591963,3.054000000012628,4.9025152972468975,1.665429065767607,Iris-versicolor
+15,6.182161179981363,3.0540000011260635,4.969957892640782,1.669444844303654,Iris-virginica
+16,6.179368086879847,3.0540000000718344,4.902156473575695,1.6654325952120304,Iris-versicolor
+17,6.179372044815267,3.0540000000112193,4.9067495016526985,1.6654314338497924,Iris-versicolor
+18,6.17936648964052,3.0540000000584135,4.8995058140924534,1.665427476397935,Iris-versicolor
+19,6.184389140146676,3.054000000208029,4.993675738417118,1.669058801231092,Iris-virginica
+20,6.186249661085225,3.0540000001071363,5.013376905250252,1.6689835599955851,Iris-virginica
+21,6.17938527208487,3.0540000000356984,4.9097906226085355,1.6654538016630127,Iris-versicolor
+22,6.182435348573544,3.0540000000053,4.968234749837217,1.666675820343933,Iris-virginica
+23,5.108947716173058,3.0540000000285366,4.899491311096861,1.6654274751357898,Iris-versicolor
+24,6.179366488631512,3.054000000039986,4.899491870412152,1.6654274751655247,Iris-versicolor
+25,6.179367412648725,3.054000000141465,4.901555984085256,1.6654291863783872,Iris-versicolor
+26,6.182037041941888,3.054000000461772,4.956755594110562,1.6706433292608391,Iris-virginica
+27,6.179366495228868,3.054000000055089,4.899544264834749,1.6654274838075505,Iris-versicolor
+28,6.179366488702442,3.054000000057371,4.899494108370403,1.6654274752712908,Iris-versicolor
+29,6.193613497704867,3.054000000009111,5.045613518250762,1.6694326897023901,Iris-virginica
+30,5.108947716173078,3.0540000000246716,4.899491317944798,1.6654274751355616,Iris-versicolor
+31,6.179366489043863,3.0540000000496437,4.899499406551433,1.665427475664027,Iris-versicolor
+0,6.179366488624174,3.0540000000281737,4.899491486993807,1.6654274751463563,Iris-versicolor
+1,6.179366488625401,3.054000000042937,4.899491574546813,1.6654274751519453,Iris-versicolor
+2,6.1793664886297215,3.054000000101153,4.89949173288144,1.6654274751631075,Iris-versicolor
+3,5.108947716173289,3.0540000000315177,4.8994913690018524,1.6654274751382567,Iris-versicolor
+4,5.108947716173084,3.0540000000285406,4.8994913196930945,1.6654274751362035,Iris-versicolor
+5,6.179366488844373,3.05400000004191,4.899496987118147,1.6654274754373204,Iris-versicolor
+6,5.108947716173049,3.0540000000269925,4.89949130869311,1.6654274751355,Iris-versicolor
+7,6.179390961633537,3.054000000018695,4.910172547982146,1.6654848512619072,Iris-virginica
+8,6.186785893856039,3.054000000005418,5.013507664293999,1.667180019126136,Iris-virginica
+9,5.1089477161731605,3.054000000035399,4.899491338032013,1.6654274751369837,Iris-versicolor
+10,6.1793664886789195,3.054000000048783,4.899493284856165,1.665427475210621,Iris-versicolor
+11,6.179463631048492,3.0540000000029743,4.92126252123953,1.6654702614256607,Iris-virginica
+12,5.108947716173059,3.0540000000319867,4.899491312615178,1.6654274751356775,Iris-versicolor
+13,6.188210420609122,3.054000000103473,5.01768818913415,1.670296647634655,Iris-virginica
+14,6.179366488630125,3.0540000000168988,4.899491819036596,1.6654274751482867,Iris-versicolor
+15,6.1914935451337945,3.0540000000198537,5.02926758720759,1.6703801617315064,Iris-virginica
+16,6.181578087053182,3.054000000031572,4.9702614712413435,1.6664230535366327,Iris-virginica
+17,6.179366488822879,3.054000000019416,4.89949607431021,1.6654274753360878,Iris-versicolor
+18,6.188703745527628,3.0540000000565577,5.025571740054891,1.6693696295771927,Iris-virginica
+19,6.187772050090656,3.0540000000303302,5.010607527507753,1.6683496687671522,Iris-virginica
+20,6.179366508456242,3.0540000004499688,4.899599825874168,1.6654275346615421,Iris-versicolor
+21,6.18964853746319,3.0540000000156082,5.018911083230705,1.6688129859111773,Iris-virginica
+22,6.179366726262446,3.054000000085499,4.90035013837909,1.6654283752613366,Iris-versicolor
+23,5.1089477161733585,3.054000000038785,4.899491381729854,1.6654274751385911,Iris-versicolor
diff --git a/iris/lct_gan/0/15/test.csv b/iris/lct_gan/0/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/15/train.csv b/iris/lct_gan/0/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/15/val.csv b/iris/lct_gan/0/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/16/synth.csv b/iris/lct_gan/0/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5afe4ea2541bc72ca9f2c352403dfb720da0cfe0
--- /dev/null
+++ b/iris/lct_gan/0/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1898386587440815,3.0540000000497023,5.026067511312101,1.6703937902356987,Iris-virginica
+1,6.179366521772103,3.0540000000166736,4.899699171050385,1.665427502246215,Iris-versicolor
+2,6.179595819288565,3.054000000598289,4.924733604789652,1.665996942347715,Iris-virginica
+3,6.179460152432669,3.0540000000070586,4.917899632824996,1.6655005320951253,Iris-virginica
+4,6.185254260960548,3.0540000000177656,5.010587816723158,1.6672364307827292,Iris-virginica
+5,5.108947716173075,3.054000000029658,4.899491315195274,1.6654274751361353,Iris-versicolor
+6,6.179367026118168,3.054000000560535,4.900665209302738,1.665432306034826,Iris-versicolor
+7,6.179366488636665,3.0540000000318157,4.899492033006455,1.6654274751685412,Iris-versicolor
+8,6.179366488770234,3.054000000019816,4.899495208358659,1.6654274754358542,Iris-versicolor
+9,6.179367154626885,3.054000001500842,4.900691943168236,1.6654322387466165,Iris-versicolor
+10,6.17936648917548,3.054000001187472,4.899499518042794,1.6654274777271751,Iris-versicolor
+11,6.194744906902054,3.0540000000073424,5.074983250160609,1.6683630438040866,Iris-virginica
+12,6.187329920385583,3.0540000000250123,5.006410155950057,1.66820356701786,Iris-virginica
+13,6.179366488879443,3.05400000002496,4.899497202896685,1.6654274753578586,Iris-versicolor
+14,5.108947716173548,3.054000000024916,4.899491409212452,1.6654274751385352,Iris-versicolor
+15,6.1794129974886145,3.0540000000104626,4.913806629308925,1.6654892069402278,Iris-virginica
+16,5.10894771617305,3.0540000000290153,4.899491308093687,1.6654274751357003,Iris-versicolor
+17,6.179366490143195,3.0540000000235437,4.899511781887103,1.665427477243911,Iris-versicolor
+18,6.179366488841541,3.0540000000409537,4.899496332458885,1.665427475528214,Iris-versicolor
+19,6.191810964938708,3.0540000000280294,5.004159618336714,1.6732813190087983,Iris-virginica
+20,6.181772576157531,3.0540000004855794,4.971417597556449,1.6677367792280355,Iris-virginica
+21,6.179366488644755,3.054000000041285,4.89949243516517,1.6654274751988576,Iris-versicolor
+22,5.108947716173082,3.0540000000284224,4.899491318985609,1.6654274751361435,Iris-versicolor
+23,6.179366488624634,3.05400000001835,4.899491520214179,1.6654274751474811,Iris-versicolor
+24,6.1899568681516755,3.054000000058135,5.00978160060857,1.6721529410967597,Iris-virginica
+25,6.179366490748373,3.054000000362716,4.899513248938873,1.665427478716351,Iris-versicolor
+26,5.10894771617308,3.0540000000304515,4.899491318347582,1.6654274751362397,Iris-versicolor
+27,6.179571382179076,3.0540000000049714,4.927708798267556,1.6655253349521568,Iris-virginica
+28,6.179376693235039,3.0540000000096996,4.907862543456965,1.6654369669311913,Iris-versicolor
+29,6.179366489249306,3.0540000000421474,4.899502743978523,1.6654274768542565,Iris-versicolor
+30,6.191697397345732,3.054000000015264,5.02202712564796,1.6706196742199868,Iris-virginica
+31,5.1089477161730406,3.0540000000277754,4.899491303963051,1.6654274751354792,Iris-versicolor
+0,6.179366488693308,3.054000000071869,4.899493462755777,1.665427475246666,Iris-versicolor
+1,6.185923000178965,3.054000000210414,4.985473988396327,1.67185265315497,Iris-virginica
+2,6.192136232185097,3.054000000011901,5.044952969336798,1.6686094684242156,Iris-virginica
+3,6.192848911777217,3.054000000014535,5.049279373993904,1.6692771623561071,Iris-virginica
+4,6.1872363318375925,3.0540000000258782,5.048459400351998,1.6672243703905345,Iris-virginica
+5,5.108947716173259,3.05400000004395,4.89949135676231,1.6654274751378153,Iris-versicolor
+6,6.183503619540579,3.054000000036812,4.98610750376911,1.6673744517592988,Iris-virginica
+7,5.108947716173047,3.0540000000289984,4.899491306529749,1.665427475135658,Iris-versicolor
+8,6.179366488623398,3.054000000024182,4.899491428754752,1.6654274751430285,Iris-versicolor
+9,6.1793680065512975,3.054000000145075,4.902373895270581,1.6654333145582383,Iris-versicolor
+10,6.190335534392815,3.0540000000425103,5.030225836505897,1.6701515717854227,Iris-virginica
+11,6.179366488637637,3.0540000000391543,4.899492069521213,1.665427475169668,Iris-versicolor
+12,5.108947716173036,3.054000000027979,4.899491302154558,1.6654274751353848,Iris-versicolor
+13,6.19347984021552,3.054000000011138,5.027201856960093,1.6699366780435552,Iris-virginica
+14,6.17936648895648,3.054000000056336,4.899498281345484,1.6654274754899467,Iris-versicolor
+15,6.179366546173188,3.054000000011139,4.89981582977672,1.6654276370661782,Iris-versicolor
+16,6.179366495105989,3.0540000000544802,4.899545715891135,1.6654274834822758,Iris-versicolor
+17,6.192049557556536,3.054000000019326,5.041035175747913,1.669582733754575,Iris-virginica
+18,6.179366722725938,3.0540000000605283,4.900281903632894,1.665428536829807,Iris-versicolor
+19,6.1795127887359,3.054000000236122,4.921785055577442,1.6656694613251235,Iris-virginica
+20,6.179825521464058,3.054000000009058,4.9356239758675775,1.6656893448170207,Iris-virginica
+21,5.108947716173059,3.0540000000331884,4.899491311988667,1.6654274751358695,Iris-versicolor
+22,5.108947716173209,3.054000000046304,4.8994913518113306,1.665427475137786,Iris-versicolor
+23,6.179366488689984,3.0540000003078105,4.89949338425175,1.6654274753833282,Iris-versicolor
+24,6.182133918035213,3.0540000001066883,4.975758003624314,1.6670754757093862,Iris-virginica
+25,6.179366488919928,3.05400000007029,4.899497419353849,1.6654274758741807,Iris-versicolor
+26,5.108947716173569,3.0540000000527545,4.899491412590522,1.6654274751408122,Iris-versicolor
+27,6.179366491411795,3.0540000000488874,4.899520676644849,1.6654274784881997,Iris-versicolor
+28,6.179366490451653,3.0540000000197747,4.899518274744732,1.6654274768301847,Iris-versicolor
+29,5.108947716173091,3.05400000003569,4.899491320804913,1.6654274751362474,Iris-versicolor
+30,5.108947716173077,3.0540000000292546,4.899491316596045,1.665427475136095,Iris-versicolor
+31,5.108947716173046,3.054000000030596,4.899491305770079,1.6654274751356053,Iris-versicolor
+0,6.188239632389312,3.054000000027706,5.024928563145879,1.668390620960174,Iris-virginica
+1,5.10894771617317,3.0540000000228193,4.899491336573157,1.665427475137327,Iris-versicolor
+2,6.1864808524558335,3.0540000001626586,4.9860444317597725,1.6728018853847055,Iris-virginica
+3,6.179366494517767,3.0540000001081657,4.899540754289716,1.6654274834938747,Iris-versicolor
+4,6.189713224475435,3.054000000055583,4.997515357983723,1.6753722366913986,Iris-virginica
+5,6.179734208332477,3.0540000001209426,4.934087666538429,1.6657659346492373,Iris-virginica
+6,6.179366488780484,3.0540000000165803,4.89949601451492,1.6654274753066929,Iris-versicolor
+7,5.108947716173113,3.05400000002878,4.899491327845045,1.665427475136151,Iris-versicolor
+8,6.189745611903805,3.054000000022103,5.065573914419117,1.6675609031306178,Iris-virginica
+9,5.108947716173039,3.0540000000295486,4.899491303553232,1.6654274751354645,Iris-versicolor
+10,6.179366488628282,3.054000000052985,4.8994917180839535,1.6654274751663232,Iris-versicolor
+11,6.187640240821579,3.0540000000992418,5.003240609258374,1.6701353323441672,Iris-virginica
+12,6.179416195223193,3.054000000040166,4.9143552107107755,1.6655087840041278,Iris-virginica
+13,6.1826872695018205,3.0540000000177927,4.99257008972043,1.6664126376228778,Iris-virginica
+14,6.179366489408224,3.0540000000132563,4.899504928300488,1.6654274768140938,Iris-versicolor
+15,6.191485622397038,3.05400000001629,5.028391532881594,1.6704106601844046,Iris-virginica
+16,6.192379044127357,3.054000000018515,5.05683114338308,1.6688171113303998,Iris-virginica
+17,6.186813634589541,3.0540000000937306,5.0243979728377095,1.6686401695693542,Iris-virginica
+18,6.17936648863549,3.0540000000422642,4.899492103244804,1.6654274751791107,Iris-versicolor
+19,6.17936648862261,3.0540000000241774,4.899491372156855,1.6654274751393636,Iris-versicolor
+20,6.179366493540553,3.0540000000131964,4.899542649705439,1.6654274851191013,Iris-versicolor
+21,6.181546557677281,3.054000000328082,4.967502098973259,1.6674158988558083,Iris-virginica
+22,6.179366491903843,3.054000000077695,4.899526412635423,1.665427478816483,Iris-versicolor
+23,6.190164955025973,3.054000000034912,5.026532453201273,1.669706762645198,Iris-virginica
+24,6.183131772402591,3.0540000000226755,4.991105744766003,1.6668161691205685,Iris-virginica
+25,6.179366488624948,3.054000000036766,4.89949153697285,1.6654274751457057,Iris-versicolor
+26,5.108947716173039,3.054000000029395,4.899491303437466,1.665427475135454,Iris-versicolor
+27,6.179366488675364,3.0540000000138012,4.8994933586823395,1.6654274751850917,Iris-versicolor
+28,6.180165744627734,3.0540000000254337,4.943881146836489,1.6659425774953056,Iris-virginica
+29,6.179366488624631,3.0540000000472536,4.899491524579842,1.6654274751474354,Iris-versicolor
+30,6.184335428118768,3.0540000004540824,4.983233306175282,1.6711956456310548,Iris-virginica
+31,6.179691626127901,3.054000000133092,4.931833064201104,1.665780871349334,Iris-virginica
+0,6.1794962087957055,3.054000001959375,4.918620513186321,1.6659373985964203,Iris-virginica
+1,6.190822501043174,3.05400000004057,5.014771555821965,1.6712541086799362,Iris-virginica
+2,6.191768177698283,3.054000000021285,5.016763220545113,1.6709450030139599,Iris-virginica
+3,6.180158270002475,3.0540000000152148,4.949959066070544,1.6657671988248326,Iris-virginica
+4,6.179366488625641,3.0540000000797916,4.899491584556715,1.6654274751545444,Iris-versicolor
+5,6.1890082731072615,3.054000000024245,5.038909200037601,1.6681781128284832,Iris-virginica
+6,6.179489091463547,3.054000000842047,4.920006144760863,1.6657176993763563,Iris-virginica
+7,5.108947716173036,3.0540000000268077,4.899491302186275,1.6654274751353741,Iris-versicolor
+8,6.18972834070021,3.0540000000123975,5.051162129128056,1.6676199385709656,Iris-virginica
+9,6.196979140976913,3.0540000000043066,5.103799579280622,1.6677427506964013,Iris-virginica
+10,6.179370296855261,3.054000000052942,4.904836774650932,1.6654323201898438,Iris-versicolor
+11,6.184303282611347,3.054000000091972,4.992806293957656,1.668047430167447,Iris-virginica
+12,6.179366488628007,3.0540000000693395,4.899491721740816,1.6654274751581575,Iris-versicolor
+13,6.185091562499751,3.0540000000086303,4.995433756552437,1.6671277614369677,Iris-virginica
+14,5.1089477161734065,3.0540000000278127,4.899491384741191,1.6654274751378089,Iris-versicolor
+15,6.180180177356113,3.054000000215679,4.943439958568918,1.666390058645356,Iris-virginica
+16,6.179366488634958,3.0540000000572833,4.899492055779068,1.6654274751903706,Iris-versicolor
+17,5.108947716173117,3.054000000031666,4.899491325866331,1.6654274751367661,Iris-versicolor
+18,5.108947716173049,3.0540000000300904,4.899491306693373,1.6654274751356861,Iris-versicolor
+19,6.181520394484487,3.0540000000428207,4.970859198282831,1.6664678319025368,Iris-virginica
+20,6.183011185616228,3.0540000000272225,4.996312149658078,1.6666562728796763,Iris-virginica
+21,5.108947716173091,3.054000000040237,4.899491321828634,1.6654274751364526,Iris-versicolor
+22,6.183945096337963,3.054000000285495,4.987623689587844,1.669579242309371,Iris-virginica
+23,6.1871689258291,3.0540000001436196,4.991815664442777,1.6725761792149376,Iris-virginica
diff --git a/iris/lct_gan/0/16/test.csv b/iris/lct_gan/0/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/16/train.csv b/iris/lct_gan/0/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/16/val.csv b/iris/lct_gan/0/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/17/synth.csv b/iris/lct_gan/0/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c32231cd96a52a2be1f158416abe039e746cb83
--- /dev/null
+++ b/iris/lct_gan/0/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795391399272415,3.054000000011646,4.927335368948743,1.6655080224425836,Iris-virginica
+1,6.186491107254755,3.0540000000021443,5.03501749572325,1.6664205734115132,Iris-virginica
+2,6.179366488636754,3.0540000001225183,4.8994920209057655,1.6654274751853217,Iris-versicolor
+3,5.108947716173293,3.0540000000279366,4.899491367766974,1.665427475137524,Iris-versicolor
+4,6.179366492135518,3.054000000049808,4.899530174709681,1.6654274806878413,Iris-versicolor
+5,6.191932181974458,3.0540000000225893,5.008122317745452,1.6723783711646232,Iris-virginica
+6,6.179371620913702,3.054000002508413,4.904152080885685,1.665475760160003,Iris-versicolor
+7,6.179366488638995,3.0540000000426772,4.899492115735139,1.6654274751672165,Iris-versicolor
+8,6.1822475023604735,3.0540000000045113,4.967109984430977,1.6665631339601616,Iris-virginica
+9,6.179366790459486,3.0540000001320875,4.900414143516167,1.665428048876381,Iris-versicolor
+10,6.191802842808894,3.05400000001679,5.029328520546771,1.6703011945477004,Iris-virginica
+11,6.1793664887825654,3.0540000001105536,4.899495345602635,1.6654274754418397,Iris-versicolor
+12,5.108947716173072,3.054000000030736,4.899491315083618,1.6654274751360858,Iris-versicolor
+13,6.179366488841679,3.0540000000621097,4.899496490285259,1.6654274758472958,Iris-versicolor
+14,6.179366488630352,3.0540000000223904,4.899491811246776,1.6654274751486196,Iris-versicolor
+15,6.1793665269890825,3.0540000000935152,4.899684689200979,1.6654275675030275,Iris-versicolor
+16,6.179366488623593,3.0540000000303813,4.899491458328781,1.665427475141038,Iris-versicolor
+17,6.17936704535381,3.054000000142937,4.900872783422104,1.6654293633173045,Iris-versicolor
+18,6.192422472772024,3.05400000000634,5.028280284512954,1.6682280464900265,Iris-virginica
+19,6.179366488625104,3.054000000121195,4.899491542271932,1.66542747515135,Iris-versicolor
+20,6.1793664987735575,3.0540000018334834,4.899557904157746,1.665427527585782,Iris-versicolor
+21,6.1794745391472645,3.0540000002780054,4.9185616309693945,1.6656464866236294,Iris-virginica
+22,6.191077212428496,3.054000000024417,5.02393979715061,1.670123624726193,Iris-virginica
+23,6.189500141619829,3.0540000000633087,5.006256709493077,1.6725258177381837,Iris-virginica
+24,6.180762851802884,3.054000000101683,4.96371829744704,1.6662616167123672,Iris-virginica
+25,6.1866131225599155,3.0540000000290823,5.035702182844237,1.6672566223148328,Iris-virginica
+26,6.179367207858916,3.054000001647585,4.900800034536111,1.6654345667617498,Iris-versicolor
+27,6.1921123900739055,3.054000000013476,5.013426707499147,1.6715430034418142,Iris-virginica
+28,5.108947716173141,3.054000000033281,4.899491330686543,1.6654274751370133,Iris-versicolor
+29,6.190524546462673,3.054000000035576,5.025764332930517,1.670183406294213,Iris-virginica
+30,6.179366530310792,3.054000003222052,4.899642636700107,1.665427645919026,Iris-versicolor
+31,6.191959550414627,3.05400000001715,5.043953760127609,1.6691006683940144,Iris-virginica
+0,6.18014535067438,3.0540000000394,4.939876289986649,1.6661592291437404,Iris-virginica
+1,6.179367196111475,3.05400000041671,4.900954224173154,1.665431961971631,Iris-versicolor
+2,6.179366488623237,3.0540000000263037,4.899491420939955,1.6654274751429867,Iris-versicolor
+3,6.191875876442438,3.05400000000984,5.064240997624538,1.6679508448681057,Iris-virginica
+4,6.180239732350089,3.0540000000508876,4.954062364281775,1.6658537211375763,Iris-virginica
+5,6.179366621831707,3.0540000000195855,4.900092204870056,1.6654276164579318,Iris-versicolor
+6,6.18570226997212,3.0540000000096277,4.994814054987768,1.667500455777725,Iris-virginica
+7,6.179366490266202,3.054000000017964,4.899516208744647,1.6654274768553787,Iris-versicolor
+8,6.179366493471434,3.054000000028568,4.899539825128379,1.6654274793221413,Iris-versicolor
+9,6.179366488649227,3.054000000053863,4.899492427570149,1.6654274751866718,Iris-versicolor
+10,6.179366489580271,3.0540000006844865,4.8995040463749255,1.6654274794165125,Iris-versicolor
+11,6.188193328580409,3.0540000000679317,5.038975411264535,1.6685930601407322,Iris-virginica
+12,5.108947716173045,3.054000000028367,4.899491305514127,1.6654274751355955,Iris-versicolor
+13,6.17936660516557,3.05400000010981,4.899909970347467,1.6654277053552602,Iris-versicolor
+14,6.1881193063477165,3.0540000000686285,5.02347834467064,1.6693389847127968,Iris-virginica
+15,6.186093408737068,3.0540000000436898,5.026272110757023,1.6675445990480746,Iris-virginica
+16,6.1882958647175865,3.0540000000980276,4.993624035128084,1.673231443667155,Iris-virginica
+17,6.186636845453579,3.0540000002408494,4.994899420444783,1.6727127897063725,Iris-virginica
+18,6.1793691861017885,3.0540000000212073,4.903476282612534,1.6654309471993165,Iris-versicolor
+19,5.108947716173104,3.0540000000299545,4.899491323146952,1.6654274751365492,Iris-versicolor
+20,6.187689360534543,3.0540000000442746,5.025203275952756,1.6684062865825529,Iris-virginica
+21,6.188748887139931,3.0540000000978926,5.016516948299257,1.6710601713580922,Iris-virginica
+22,6.179366488998361,3.0540000000122522,4.89949902675684,1.6654274758758283,Iris-versicolor
+23,6.181414587708554,3.05400000001211,4.957826517557613,1.6665659726711002,Iris-virginica
+24,6.1793688170887355,3.054000000172186,4.90291691757613,1.6654357849447885,Iris-versicolor
+25,5.108947716173389,3.054000000033739,4.899491374686168,1.6654274751395526,Iris-versicolor
+26,6.18145195560601,3.0540000005188177,4.95771654488696,1.668561370004282,Iris-virginica
+27,6.179503236823653,3.0540000005981813,4.920580509019594,1.6657507501150548,Iris-virginica
+28,6.179366488622968,3.0540000000296854,4.899491406644757,1.665427475139489,Iris-versicolor
+29,6.17936648864469,3.0540000000974383,4.899492249719867,1.6654274752075315,Iris-versicolor
+30,6.190209764084119,3.0540000000513663,5.002546642059868,1.6727710419063844,Iris-virginica
+31,6.185310378254366,3.0540000002275556,4.988934144092363,1.6706800181876023,Iris-virginica
+0,6.179366488808182,3.0540000000767615,4.899496033380528,1.665427475649059,Iris-versicolor
+1,6.179366488622757,3.054000000036515,4.899491388873685,1.6654274751405054,Iris-versicolor
+2,6.18970663892709,3.0540000000327963,5.039069787901944,1.6687670940634054,Iris-virginica
+3,6.191891162778773,3.054000000023578,5.0245574851135535,1.6701199187616362,Iris-virginica
+4,6.179564987265484,3.054000000104144,4.926384201650294,1.6656383578924752,Iris-virginica
+5,6.19195927014886,3.0540000000190983,5.052304654251381,1.66881502751551,Iris-virginica
+6,6.189481420284903,3.054000000014747,5.029833746977301,1.6682860028083077,Iris-virginica
+7,6.1912751065527605,3.054000000019531,5.021599766822056,1.6709125331037413,Iris-virginica
+8,6.179366488624662,3.0540000000233034,4.899491523907396,1.6654274751475084,Iris-versicolor
+9,6.179366488643517,3.0540000000166114,4.8994922910068,1.66542747518232,Iris-versicolor
+10,6.185415986160124,3.0540000001001415,5.013640824651605,1.6681199962324347,Iris-virginica
+11,6.193927485997081,3.054000000007804,5.033252555050321,1.668680492274504,Iris-virginica
+12,6.189756177644348,3.054000000078552,4.994784876523008,1.6755873245610453,Iris-virginica
+13,6.179366494309422,3.0540000000387373,4.899544402367274,1.66542748627642,Iris-versicolor
+14,6.191151086859341,3.0540000000305287,5.010609578630008,1.6714688401048792,Iris-virginica
+15,5.108947716173132,3.054000000026044,4.899491330583801,1.6654274751358749,Iris-versicolor
+16,6.179366494131738,3.0540000001502654,4.899537493609787,1.6654274834374032,Iris-versicolor
+17,5.108947716173256,3.054000000032739,4.8994913540566385,1.6654274751383087,Iris-versicolor
+18,6.179366488878632,3.0540000000184078,4.899497027976456,1.6654274756390521,Iris-versicolor
+19,6.181171424736907,3.054000000326141,4.961861131313701,1.667125432005576,Iris-virginica
+20,6.179366488625974,3.054000000037037,4.899491601168225,1.6654274751490732,Iris-versicolor
+21,6.179619079233901,3.0540000000521736,4.926581825403523,1.66574954805729,Iris-virginica
+22,6.186853907804204,3.0540000001001344,5.009761201947609,1.6697214290804783,Iris-virginica
+23,6.182561610741688,3.054000000059294,4.977332221194649,1.6672945636920367,Iris-virginica
+24,6.179366490330028,3.0540000000248475,4.899513323499016,1.665427478026878,Iris-versicolor
+25,6.179366488634217,3.054000000113603,4.899492003543829,1.6654274751875708,Iris-versicolor
+26,6.189022462084599,3.054000000100034,5.002476553711598,1.671977445098271,Iris-virginica
+27,6.190261731074179,3.0540000000240526,5.02207939174493,1.6691721428980757,Iris-virginica
+28,6.187203035288427,3.0540000000517686,5.022179446489068,1.668554601633226,Iris-virginica
+29,5.108947716173042,3.054000000028251,4.8994913052782865,1.6654274751355365,Iris-versicolor
+30,6.17936656639151,3.0540000001046765,4.899822648717609,1.6654277755065046,Iris-versicolor
+31,5.10894771617313,3.0540000000419254,4.8994913314494415,1.6654274751368014,Iris-versicolor
+0,6.179366488723477,3.054000000053067,4.899494418335187,1.6654274753126883,Iris-versicolor
+1,6.1793664886361,3.0540000000701553,4.89949206663873,1.665427475187553,Iris-versicolor
+2,6.179366488690706,3.0540000000248395,4.8994937106468415,1.6654274752060225,Iris-versicolor
+3,6.180617274216562,3.0540000002086236,4.9523399906490555,1.6666812128955288,Iris-virginica
+4,6.186681007530054,3.0540000001726284,5.017935424406918,1.669315038480276,Iris-virginica
+5,6.179366580003612,3.0540000000233936,4.899927056698078,1.665427548137791,Iris-versicolor
+6,6.179366495616016,3.0540000000830183,4.899545882535047,1.6654274867487244,Iris-versicolor
+7,6.195112151267421,3.0540000000070644,5.088337069093985,1.6679828021341678,Iris-virginica
+8,5.108947716173053,3.0540000000276506,4.8994913086569785,1.665427475135734,Iris-versicolor
+9,6.179472780285674,3.05400000018199,4.918791666206303,1.66563962209356,Iris-virginica
+10,6.179366488668587,3.054000000013114,4.899492974880312,1.6654274752446683,Iris-versicolor
+11,6.179611793151859,3.0540000000135343,4.92809661358255,1.6655906156496059,Iris-virginica
+12,6.189136988995225,3.0540000000645624,5.020778830153237,1.6701018330673216,Iris-virginica
+13,6.179366489190795,3.054000000042002,4.899500759049253,1.6654274761494556,Iris-versicolor
+14,6.1793866464416105,3.0540000023150053,4.908160583871103,1.6655820058175106,Iris-versicolor
+15,6.17936652654412,3.0540000000186684,4.8997305225791195,1.6654275402550178,Iris-versicolor
+16,6.179366488633613,3.054000000020823,4.899491934768739,1.6654274751713964,Iris-versicolor
+17,6.18339441558799,3.0540000002543084,4.979373200399815,1.668790876347676,Iris-virginica
+18,6.18652035877412,3.0540000000761722,5.0003250265210015,1.6690660728661806,Iris-virginica
+19,6.179366504001237,3.0540000000199,4.899604302188093,1.6654274949069492,Iris-versicolor
+20,6.183729850834573,3.054000000039253,4.996188175576667,1.6671672260647075,Iris-virginica
+21,6.179366545647943,3.054000000062588,4.8997712574401096,1.665427537180693,Iris-versicolor
+22,6.179366488631362,3.054000000018732,4.899491820673568,1.6654274751649514,Iris-versicolor
+23,6.179680374320115,3.0540000000281533,4.930134838155541,1.6656872289363818,Iris-virginica
diff --git a/iris/lct_gan/0/17/test.csv b/iris/lct_gan/0/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/17/train.csv b/iris/lct_gan/0/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/17/val.csv b/iris/lct_gan/0/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/18/synth.csv b/iris/lct_gan/0/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8c77bc6d996af2ae38611dc7435e4028644f889
--- /dev/null
+++ b/iris/lct_gan/0/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793770220636475,3.0540000000273033,4.907376207049458,1.6654420420305953,Iris-versicolor
+1,6.179419671061195,3.0540000000043954,4.915498741071609,1.6654595638724148,Iris-virginica
+2,5.108947716173062,3.054000000034747,4.8994913126723025,1.6654274751358558,Iris-versicolor
+3,6.179393573231611,3.0540000003007925,4.911401582156945,1.6654807280379649,Iris-versicolor
+4,6.179373172373873,3.054000000022576,4.9068050304723405,1.665434031788024,Iris-versicolor
+5,6.190766802753649,3.054000000030312,5.036147376428285,1.6700283597812318,Iris-virginica
+6,6.19166658902672,3.054000000014309,5.018087482604323,1.671089635958217,Iris-virginica
+7,5.108947716173079,3.0540000000372087,4.899491318213677,1.6654274751360967,Iris-versicolor
+8,6.183697432381759,3.0540000001111025,4.9890229864517375,1.6679962781093909,Iris-virginica
+9,5.108947716173077,3.0540000000298777,4.899491316653502,1.6654274751362401,Iris-versicolor
+10,6.17953576634572,3.054000000256053,4.9221693080055315,1.6657477916291117,Iris-virginica
+11,6.189133061788594,3.0540000000275658,5.023621447968445,1.6687874801311198,Iris-virginica
+12,6.179366488626971,3.0540000000908263,4.899491644652553,1.6654274751570626,Iris-versicolor
+13,6.179366489206506,3.0540000000441676,4.899501881478109,1.6654274759794778,Iris-versicolor
+14,6.189631587658895,3.054000000059891,5.013170329724134,1.6713271227477922,Iris-virginica
+15,5.108947716173134,3.0540000000243706,4.899491331717478,1.6654274751358253,Iris-versicolor
+16,5.1089477161730485,3.0540000000273775,4.899491307722061,1.665427475135604,Iris-versicolor
+17,6.187479861873733,3.054000000012023,5.006074234653453,1.6678606368294415,Iris-virginica
+18,5.108947716173132,3.05400000003671,4.899491331774277,1.6654274751367384,Iris-versicolor
+19,5.108947716173037,3.054000000028855,4.899491302289475,1.6654274751353992,Iris-versicolor
+20,6.179366488764166,3.054000000119068,4.899495354964828,1.6654274755361969,Iris-versicolor
+21,5.108947716173056,3.054000000030606,4.899491309024875,1.6654274751357931,Iris-versicolor
+22,6.1812283202562535,3.0540000000784877,4.962823864315229,1.666715680670155,Iris-virginica
+23,6.179366488624116,3.0540000000299203,4.899491491618511,1.6654274751456135,Iris-versicolor
+24,5.108947716173082,3.054000000034407,4.899491319206994,1.6654274751359799,Iris-versicolor
+25,6.191947938209118,3.0540000000204413,5.033141319188525,1.6699698196522028,Iris-virginica
+26,6.1793668373443165,3.054000001254407,4.900284463920453,1.665429194939861,Iris-versicolor
+27,5.108947716173075,3.0540000000246326,4.899491317629723,1.665427475135849,Iris-versicolor
+28,6.1894321785656965,3.054000000060876,5.005294495525534,1.6710162434227582,Iris-virginica
+29,6.182997869854994,3.0540000009426413,4.974969741082878,1.6706103495612845,Iris-virginica
+30,6.179366488751593,3.0540000001306757,4.899495010861378,1.6654274756197132,Iris-versicolor
+31,6.1929999624764,3.054000000014728,5.079330466204496,1.6681272915217482,Iris-virginica
+0,6.179366488740916,3.054000000311376,4.899494201365621,1.665427475440514,Iris-versicolor
+1,6.191357701292594,3.0540000000264285,5.045794904995042,1.669179277093959,Iris-virginica
+2,6.179366488625275,3.054000000080015,4.899491578412859,1.6654274751568356,Iris-versicolor
+3,6.179371680896928,3.0540000005387253,4.904978008175706,1.6654530135525958,Iris-versicolor
+4,6.187809070270323,3.0540000000755962,5.026694416818348,1.669021334569718,Iris-virginica
+5,5.108947716173097,3.054000000036082,4.899491321392414,1.6654274751364615,Iris-versicolor
+6,6.184888901068733,3.0540000002648497,4.9876016775441325,1.6708573669644537,Iris-virginica
+7,5.108947716173035,3.054000000027971,4.899491301742656,1.665427475135357,Iris-versicolor
+8,5.108947716173131,3.054000000033941,4.899491332489175,1.6654274751362288,Iris-versicolor
+9,6.17936648862544,3.0540000000644336,4.899491554156638,1.6654274751490656,Iris-versicolor
+10,6.180771088618565,3.054000000144101,4.949625208403038,1.6670528815401422,Iris-virginica
+11,6.183046360015751,3.0540000003314165,4.982702622065789,1.6684455532081144,Iris-virginica
+12,5.108947716173036,3.0540000000283776,4.899491301914028,1.6654274751353675,Iris-versicolor
+13,5.108947716173036,3.054000000028928,4.89949130188809,1.6654274751353875,Iris-versicolor
+14,6.184252771330046,3.0540000000415586,4.985598162587226,1.6678693731912502,Iris-virginica
+15,6.1793665059638,3.054000000078606,4.899600465946058,1.6654275099509759,Iris-versicolor
+16,6.17937204642613,3.0540000000765626,4.905189767006578,1.6654477275565296,Iris-versicolor
+17,6.180749526629739,3.054000000200245,4.956541908444188,1.6666385260933123,Iris-virginica
+18,5.108947716173118,3.0540000000282386,4.899491327227307,1.6654274751366562,Iris-versicolor
+19,6.17936648888337,3.05400000002294,4.8994974951330725,1.6654274756961547,Iris-versicolor
+20,6.185565339926779,3.0540000000068743,4.994082586020474,1.667257214893957,Iris-virginica
+21,6.188927928859706,3.054000000050585,5.0268410845664135,1.6692403323196559,Iris-virginica
+22,6.179870901162826,3.0540000000271257,4.935425917501554,1.6658243338724936,Iris-virginica
+23,6.188642990602263,3.0540000000693723,5.011612952617922,1.6702913968044946,Iris-virginica
+24,6.179792766448311,3.0540000000352934,4.933687904061642,1.6658096690685391,Iris-virginica
+25,6.179394073440862,3.0540000005966057,4.9105224628727315,1.665537285924443,Iris-versicolor
+26,6.186502843558041,3.054000000046422,4.995501599922385,1.6688874426828542,Iris-virginica
+27,6.186079591355885,3.0540000000312033,4.992641929026721,1.668860001742477,Iris-virginica
+28,5.108947716173375,3.0540000000423304,4.899491382344411,1.665427475138643,Iris-versicolor
+29,6.194231190906055,3.0540000000081666,5.038089601600985,1.6692815220745085,Iris-virginica
+30,5.108947716173043,3.054000000028662,4.899491304750069,1.665427475135562,Iris-versicolor
+31,5.108947716173048,3.0540000000303804,4.899491307402809,1.6654274751356535,Iris-versicolor
+0,6.179366489723365,3.0540000000446432,4.899508119550033,1.6654274772081266,Iris-versicolor
+1,6.179440869367933,3.0540000000146947,4.916666520637697,1.665538372043368,Iris-virginica
+2,6.179366488705277,3.0540000000503262,4.899494128634291,1.6654274754142384,Iris-versicolor
+3,6.17936648862756,3.054000000041244,4.899491708914651,1.6654274751568992,Iris-versicolor
+4,6.17936648862925,3.0540000000298915,4.899491756348803,1.665427475163317,Iris-versicolor
+5,6.179366604140036,3.054000000268001,4.8999227019228195,1.6654281505637711,Iris-versicolor
+6,6.182416584710727,3.054000000928112,4.968387333322029,1.6705269875855713,Iris-virginica
+7,5.108947716173035,3.0540000000267837,4.899491302527485,1.6654274751353606,Iris-versicolor
+8,6.179370682154649,3.0540000010407535,4.903972687028671,1.6654458257587361,Iris-versicolor
+9,6.180911988747017,3.054000000237683,4.955436853822543,1.6670697584219833,Iris-virginica
+10,6.179366488650499,3.0540000000237377,4.899492604272435,1.6654274752199416,Iris-versicolor
+11,6.1793665410415555,3.05400000019424,4.899713196033612,1.6654275579161066,Iris-versicolor
+12,6.182756674669732,3.054000000209668,4.971570099746782,1.668742544036395,Iris-virginica
+13,6.182387803786867,3.0540000000440206,5.000542952007159,1.66631513144008,Iris-virginica
+14,5.10894771617304,3.0540000000276835,4.899491303980175,1.6654274751354574,Iris-versicolor
+15,6.179366489457415,3.0540000000240433,4.899506820529958,1.6654274760228793,Iris-versicolor
+16,5.108947716173052,3.054000000030067,4.8994913094976,1.6654274751355767,Iris-versicolor
+17,6.179366489369796,3.0540000000784264,4.8995036013445965,1.6654274760678491,Iris-versicolor
+18,6.179477896018288,3.054000001146262,4.915547964879014,1.6660999136761103,Iris-virginica
+19,6.194464581177732,3.0540000000076537,5.058426503771536,1.6688039603968574,Iris-virginica
+20,6.179367044607739,3.0540000000087146,4.9010670892466734,1.665428852102749,Iris-versicolor
+21,5.108947716173054,3.054000000030414,4.899491308952505,1.6654274751357476,Iris-versicolor
+22,6.184156873378193,3.0540000000602165,4.991100948391705,1.6676475866897287,Iris-virginica
+23,5.10894771617349,3.0540000000438505,4.899491395585037,1.6654274751392975,Iris-versicolor
+24,5.108947716173139,3.0540000000304603,4.899491332166771,1.6654274751368114,Iris-versicolor
+25,5.108947716173036,3.0540000000268974,4.899491302451253,1.6654274751353784,Iris-versicolor
+26,6.191804980358251,3.0540000000130587,5.055878734780463,1.6680965867061266,Iris-virginica
+27,5.108947716173075,3.0540000000285112,4.899491316219522,1.6654274751361593,Iris-versicolor
+28,5.108947716173053,3.0540000000281218,4.899491309536605,1.6654274751356621,Iris-versicolor
+29,6.179413692101741,3.0540000000055683,4.914531272666642,1.6654890229572565,Iris-virginica
+30,6.179366488667394,3.054000000017022,4.899492984053956,1.6654274752577136,Iris-versicolor
+31,5.108947716173052,3.0540000000320524,4.899491309182004,1.6654274751356684,Iris-versicolor
+0,6.179583876642222,3.054000000017111,4.92489437712993,1.6656675372272327,Iris-virginica
+1,6.1796938754872635,3.0540000015246043,4.926910508364731,1.6665338081246939,Iris-virginica
+2,5.108947716173037,3.054000000027187,4.899491302855479,1.6654274751353961,Iris-versicolor
+3,6.179366488685688,3.0540000000498853,4.899493524995146,1.6654274752341076,Iris-versicolor
+4,6.179416929177885,3.05400000000918,4.916246914491108,1.6654565435681425,Iris-virginica
+5,6.179505390059526,3.0540000000276826,4.9236581585554955,1.6655294070537872,Iris-virginica
+6,6.179366488623527,3.0540000000258867,4.899491436236451,1.665427475142907,Iris-versicolor
+7,5.108947716173299,3.0540000000630614,4.899491366474795,1.6654274751390907,Iris-versicolor
+8,6.17936648862971,3.0540000000310905,4.899491771546146,1.6654274751580662,Iris-versicolor
+9,5.108947716173172,3.054000000024845,4.899491340574311,1.6654274751362454,Iris-versicolor
+10,5.108947716173049,3.0540000000281666,4.899491306985641,1.6654274751357172,Iris-versicolor
+11,6.179368970973363,3.0540000001881493,4.9030159580934685,1.6654340665903065,Iris-versicolor
+12,6.179366499178832,3.054000000119374,4.899571196446383,1.665427509590738,Iris-versicolor
+13,5.108947716173301,3.0540000000356344,4.899491364863473,1.6654274751390514,Iris-versicolor
+14,6.184340426540202,3.054000000032909,4.996733342610374,1.667453519269646,Iris-virginica
+15,6.179366489528776,3.054000000153214,4.899504476797653,1.6654274775336593,Iris-versicolor
+16,6.186348675773674,3.054000000147174,5.002168491407815,1.6704784185281225,Iris-virginica
+17,6.179366488623912,3.054000000042666,4.899491463399667,1.6654274751450344,Iris-versicolor
+18,6.192790987396663,3.054000000013408,5.016391429622734,1.671201490263834,Iris-virginica
+19,6.185321329534633,3.0540000001923087,5.010515964910023,1.6687314536713487,Iris-virginica
+20,6.1828145899869655,3.0540000002860563,4.96541522590764,1.6704771407921308,Iris-virginica
+21,6.179366592679547,3.0540000000090854,4.900001691625768,1.6654278247967609,Iris-versicolor
+22,6.17936648862847,3.054000000044268,4.899491736308532,1.6654274751593918,Iris-versicolor
+23,6.179661934688887,3.054000000012145,4.931143827715969,1.665593274430398,Iris-virginica
diff --git a/iris/lct_gan/0/18/test.csv b/iris/lct_gan/0/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/18/train.csv b/iris/lct_gan/0/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/18/val.csv b/iris/lct_gan/0/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/19/synth.csv b/iris/lct_gan/0/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2cf8cba843e5ab9291141a851c5b972c2ea4233
--- /dev/null
+++ b/iris/lct_gan/0/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367578065478,3.0540000000313094,4.901979816372268,1.665428442183434,Iris-versicolor
+1,5.1089477161730406,3.0540000000291743,4.899491303777816,1.6654274751354987,Iris-versicolor
+2,6.188420646427134,3.054000000066189,5.036354614817083,1.6687420087575922,Iris-virginica
+3,5.108947716173055,3.0540000000297334,4.899491308867595,1.6654274751358036,Iris-versicolor
+4,6.179366948972751,3.054000000185172,4.900653496839672,1.6654284647368327,Iris-versicolor
+5,6.179366488624226,3.0540000000251633,4.899491506959627,1.6654274751425342,Iris-versicolor
+6,6.179366488632804,3.054000000054817,4.89949193183158,1.6654274751603,Iris-versicolor
+7,5.108947716173099,3.0540000000371132,4.899491324867195,1.665427475136371,Iris-versicolor
+8,6.17943124643607,3.0540000009093107,4.913919842815274,1.6657082495388826,Iris-virginica
+9,6.193338862351664,3.0540000000101717,5.051382899920999,1.669248221411588,Iris-virginica
+10,6.179366489446471,3.0540000000179126,4.899505114541304,1.6654274765818742,Iris-versicolor
+11,6.179366492753955,3.0540000000086254,4.8995355532323295,1.6654274820852457,Iris-versicolor
+12,6.185578563311858,3.054000000005474,5.023980594472532,1.666571195666763,Iris-virginica
+13,5.108947716173328,3.0540000000226297,4.8994913636677095,1.665427475138823,Iris-versicolor
+14,6.179572699018589,3.054000004998813,4.919304845425637,1.6671640614964254,Iris-virginica
+15,6.1794073848202205,3.0540000020236753,4.910718806237906,1.6657087930252936,Iris-versicolor
+16,6.179368278005484,3.054000000079348,4.902439368007519,1.665429834900917,Iris-versicolor
+17,6.19182981106859,3.054000000020598,5.032205532180277,1.6698869299453303,Iris-virginica
+18,6.184352417662239,3.0540000001408423,4.986304148861872,1.6688231433617389,Iris-virginica
+19,6.179371539471132,3.054000000022118,4.905409436806496,1.6654402091029514,Iris-versicolor
+20,6.179366756220931,3.0540000000105887,4.900424802473129,1.6654281998562181,Iris-versicolor
+21,5.108947716173314,3.0540000000230316,4.899491364901915,1.6654274751367673,Iris-versicolor
+22,5.108947716174624,3.0540000000686747,4.899491520206855,1.665427475147106,Iris-versicolor
+23,6.193081242337536,3.0540000000123295,5.022108620237061,1.6700718839634117,Iris-virginica
+24,6.190413320692362,3.0540000000198755,5.050681616219328,1.668227069529743,Iris-virginica
+25,6.179366488624849,3.0540000000252596,4.899491542447909,1.6654274751429574,Iris-versicolor
+26,6.179367855260919,3.0540000000163308,4.902427648509354,1.6654286581221316,Iris-versicolor
+27,6.191380867140616,3.054000000011371,5.019770278332314,1.6688161643457293,Iris-virginica
+28,5.108947716173282,3.0540000000278327,4.899491363374444,1.6654274751379032,Iris-versicolor
+29,6.179366488623922,3.0540000000276564,4.8994914764112565,1.6654274751407097,Iris-versicolor
+30,6.180592590872334,3.054000000005622,4.959111026616292,1.6658002511948569,Iris-virginica
+31,6.179368406032039,3.054000000040819,4.9031424222091555,1.6654316043603858,Iris-versicolor
+0,5.108947716173082,3.054000000027678,4.899491317908239,1.6654274751362008,Iris-versicolor
+1,6.179366488631965,3.054000000117061,4.899491859435936,1.6654274751826779,Iris-versicolor
+2,6.192015284260257,3.0540000000129273,5.055337738778902,1.668247302252825,Iris-virginica
+3,6.194680369086013,3.0540000000035876,5.081865002955657,1.6674879783778536,Iris-virginica
+4,6.187221150775215,3.0540000000751566,4.9954236197561706,1.6707214322497626,Iris-virginica
+5,6.179366575475681,3.0540000000108765,4.899903251827734,1.6654277055878515,Iris-versicolor
+6,5.108947716173063,3.0540000000305723,4.899491312928668,1.6654274751358298,Iris-versicolor
+7,5.108947716173115,3.0540000000326146,4.899491328144024,1.665427475136348,Iris-versicolor
+8,6.184023248307647,3.0540000000100473,5.0160105712391685,1.6664364648705678,Iris-virginica
+9,6.17936648866358,3.054000000042787,4.8994930485624035,1.6654274752692866,Iris-versicolor
+10,6.179401930740878,3.0540000001047063,4.911576085447501,1.665497470886631,Iris-versicolor
+11,6.180905382631905,3.0540000000212424,4.97136935240951,1.665926481763664,Iris-virginica
+12,6.182113966354485,3.054000000005522,4.977449891827178,1.6661780261471155,Iris-virginica
+13,6.188453811209559,3.0540000000201912,5.039975458432206,1.6678180418912634,Iris-virginica
+14,6.1862672878498675,3.0540000003449066,4.984620540189085,1.6755625683752273,Iris-virginica
+15,5.108947716173107,3.054000000027496,4.899491324118234,1.6654274751367926,Iris-versicolor
+16,5.1089477161731445,3.054000000024607,4.899491331896736,1.6654274751372533,Iris-versicolor
+17,5.108947716173064,3.0540000000278384,4.899491311379895,1.6654274751360085,Iris-versicolor
+18,6.1793664889616275,3.054000000025474,4.899499096570429,1.6654274755272256,Iris-versicolor
+19,6.179366488635482,3.054000000167625,4.899492007134851,1.665427475199702,Iris-versicolor
+20,6.1932784866914155,3.054000000010203,5.032396536686839,1.6700205436911326,Iris-virginica
+21,6.1815450592663375,3.054000000555947,4.961035279455577,1.6683213532321903,Iris-virginica
+22,6.192848437695821,3.054000000010368,5.0647369064570205,1.6682498297883528,Iris-virginica
+23,6.179366523176313,3.05400000001569,4.899706818887181,1.665427502815288,Iris-versicolor
+24,6.185401812520715,3.054000000074573,5.009787091112655,1.6681160688153902,Iris-virginica
+25,5.108947716173103,3.054000000025377,4.899491322338145,1.6654274751366744,Iris-versicolor
+26,6.179707388266792,3.0540000001397187,4.9291892051351285,1.6659690174643214,Iris-virginica
+27,6.189185482641874,3.0540000000370284,5.015156553970569,1.6691314678265368,Iris-virginica
+28,6.189529405688408,3.054000000011581,5.050606049873817,1.6675390264388852,Iris-virginica
+29,6.191337563988084,3.054000000025928,5.0168478668586545,1.6706354475098735,Iris-virginica
+30,6.179366488677646,3.054000000013877,4.89949323156296,1.6654274752264533,Iris-versicolor
+31,5.1089477161730805,3.05400000002685,4.899491319301731,1.6654274751357647,Iris-versicolor
+0,6.179381764600137,3.0540000004887005,4.907576192250983,1.6654990721158183,Iris-versicolor
+1,6.179498563494386,3.054000000013923,4.925442842843482,1.665488368209323,Iris-virginica
+2,6.18927561388156,3.0540000000590095,5.014093047081428,1.6708259859642567,Iris-virginica
+3,6.179423497492849,3.054000000004771,4.915632482997415,1.6654647072708453,Iris-virginica
+4,6.190841670663892,3.054000000034051,5.031601476676223,1.669933080562169,Iris-virginica
+5,6.179366511117287,3.0540000000237617,4.899631217928005,1.6654275019211093,Iris-versicolor
+6,6.190244668326963,3.0540000000272256,5.0529420905194495,1.668391675816268,Iris-virginica
+7,6.179654932598159,3.054000000555448,4.926292388915703,1.6661322641426874,Iris-virginica
+8,6.18900265942578,3.0540000000523926,5.012207878126573,1.6700767192133055,Iris-virginica
+9,6.179366605047157,3.0540000000348857,4.899957576668315,1.665427706372947,Iris-versicolor
+10,6.181401971740264,3.0540000007164703,4.95592639667193,1.6690213313070663,Iris-virginica
+11,6.18992689365818,3.054000000048887,5.019868694680018,1.670121355959732,Iris-virginica
+12,6.179366488631082,3.054000000111083,4.8994918264608165,1.66542747517376,Iris-versicolor
+13,6.180856682969002,3.0540000000062233,4.956099772783259,1.6661305858142357,Iris-virginica
+14,6.179366488626135,3.0540000000329366,4.899491612467771,1.6654274751499283,Iris-versicolor
+15,6.191535145776369,3.054000000021004,5.027566619036695,1.6687931630587214,Iris-virginica
+16,6.181151422859324,3.054000000072371,4.95958838780058,1.6667549442369805,Iris-virginica
+17,6.179366565296285,3.0540000000298724,4.899877347835239,1.6654276087846067,Iris-versicolor
+18,6.1793664887402295,3.0540000001405225,4.899494784715688,1.6654274754522584,Iris-versicolor
+19,6.18065201505819,3.054000000013652,4.956093087875666,1.6659445678148312,Iris-virginica
+20,6.181458450869737,3.0540000000332004,4.970170946711583,1.666285172140383,Iris-virginica
+21,6.179366491016542,3.0540000000629934,4.899520680006675,1.6654274784003518,Iris-versicolor
+22,6.179477588333797,3.0540000000179615,4.919745022202279,1.6655301718971003,Iris-virginica
+23,6.179366671492975,3.0540000000254306,4.900227172564188,1.6654276561074945,Iris-versicolor
+24,6.192840159398017,3.0540000000114254,5.04798440296104,1.6692804294940036,Iris-virginica
+25,6.192385204396802,3.054000000015843,5.027507824367671,1.6701838177961648,Iris-virginica
+26,6.179366488623217,3.054000000029218,4.899491424927279,1.665427475139995,Iris-versicolor
+27,5.108947716173041,3.054000000029962,4.899491304405661,1.6654274751355111,Iris-versicolor
+28,6.185231058859243,3.0540000007046526,4.978659447375655,1.6763792247902485,Iris-virginica
+29,5.108947716173085,3.054000000029643,4.899491318498128,1.6654274751362612,Iris-versicolor
+30,6.1793664899781495,3.0540000000647973,4.899510697208547,1.665427476581102,Iris-versicolor
+31,6.189816657881375,3.0540000000513827,5.009620787621053,1.6722568455435556,Iris-virginica
+0,6.179668306464866,3.0540000013149333,4.926384583109006,1.666415868769647,Iris-virginica
+1,6.1797919351936415,3.054000000077895,4.936584348202487,1.6657653039888496,Iris-virginica
+2,6.185420731854343,3.0540000000774024,5.000604948427996,1.6685001063767047,Iris-virginica
+3,6.179861088985121,3.054000000002489,4.935221990299445,1.6657711547645904,Iris-virginica
+4,6.179431376999089,3.054000000206626,4.914119992950792,1.6656148784740492,Iris-virginica
+5,5.10894771617304,3.0540000000290566,4.899491303415048,1.6654274751354692,Iris-versicolor
+6,6.1896218989689356,3.0540000000469765,5.024307398280578,1.669696541980759,Iris-virginica
+7,6.179366489231906,3.0540000000189753,4.899501714118168,1.665427475965613,Iris-versicolor
+8,6.179367527946325,3.0540000000079717,4.9019241069850805,1.6654302332672306,Iris-versicolor
+9,5.1089477161731764,3.0540000000338297,4.899491343851048,1.665427475137008,Iris-versicolor
+10,6.194646746954477,3.05400000000758,5.042959391066668,1.6689722296217193,Iris-virginica
+11,6.179366488622557,3.054000000023328,4.899491365181417,1.6654274751390268,Iris-versicolor
+12,6.179366491941514,3.054000000253284,4.8995223283206455,1.6654274805395333,Iris-versicolor
+13,6.179366554501507,3.054000000585734,4.89973330564482,1.665427834244392,Iris-versicolor
+14,6.179366488639622,3.0540000000798333,4.89949216131004,1.6654274751752849,Iris-versicolor
+15,6.179366644517732,3.054000000117159,4.900050775073174,1.6654277456007387,Iris-versicolor
+16,6.183593859540115,3.054000000103567,4.97701878720179,1.6686552177348892,Iris-virginica
+17,6.180540789723615,3.054000000063363,4.955004335923894,1.6661173191075351,Iris-virginica
+18,6.180003464909789,3.054000001126439,4.935290086932964,1.6671689740303826,Iris-virginica
+19,6.179366489483889,3.054000000025691,4.899504652398798,1.6654274766477093,Iris-versicolor
+20,6.18221679896683,3.054000000033082,4.963192797423979,1.667503510639342,Iris-virginica
+21,6.179366488632058,3.054000000036228,4.899491913741686,1.6654274751787428,Iris-versicolor
+22,6.1793664886237085,3.0540000000352383,4.899491471056521,1.6654274751445959,Iris-versicolor
+23,5.108947716173041,3.0540000000284846,4.899491304700912,1.6654274751355176,Iris-versicolor
diff --git a/iris/lct_gan/0/19/test.csv b/iris/lct_gan/0/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/19/train.csv b/iris/lct_gan/0/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/19/val.csv b/iris/lct_gan/0/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/2/synth.csv b/iris/lct_gan/0/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08111bfb9f2de923586c249687b08f7d09523383
--- /dev/null
+++ b/iris/lct_gan/0/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179416898589177,3.0540000000252725,4.913969462151591,1.6654892858811066,Iris-virginica
+1,6.179394555223903,3.0540000000487573,4.911329296512693,1.6654649521449665,Iris-versicolor
+2,6.1833380926265065,3.0540000000783576,4.971292547886541,1.6687990613213386,Iris-virginica
+3,6.186304881110281,3.0540000001104906,5.014263853036517,1.6688998525866177,Iris-virginica
+4,5.108947716173074,3.054000000029483,4.89949131673186,1.665427475136003,Iris-versicolor
+5,6.179366488633461,3.0540000000473664,4.899491949388985,1.6654274751772957,Iris-versicolor
+6,6.181871833986991,3.054000000653457,4.963779574724404,1.6691758366276883,Iris-virginica
+7,6.1937909393999275,3.0540000000077554,5.030605544259905,1.670020930315365,Iris-virginica
+8,6.179609904277367,3.054000000008532,4.930711516180231,1.665536536215501,Iris-virginica
+9,6.191810143662406,3.0540000000216603,5.027142286866801,1.6703752779496677,Iris-virginica
+10,6.182798814231306,3.054000000050031,4.971519159375172,1.6676260448276319,Iris-virginica
+11,6.179366488631446,3.054000000036429,4.899491907800621,1.6654274751790106,Iris-versicolor
+12,5.108947716173113,3.0540000000365604,4.899491327866434,1.6654274751366256,Iris-versicolor
+13,5.108947716173038,3.054000000028805,4.899491302604497,1.6654274751354292,Iris-versicolor
+14,6.179366827093933,3.054000000107622,4.900404719414534,1.6654280916972415,Iris-versicolor
+15,5.108947716173068,3.054000000030592,4.89949131396221,1.665427475135984,Iris-versicolor
+16,6.1801553163185075,3.0540000003068,4.943667483057091,1.6664140159912844,Iris-virginica
+17,5.108947716173967,3.054000000092656,4.89949145373726,1.6654274751452132,Iris-versicolor
+18,6.183023598879862,3.054000000063904,4.971700295982593,1.6679097546241315,Iris-virginica
+19,6.1848800632851635,3.0540000004509973,4.990742277147652,1.6713443205929992,Iris-virginica
+20,6.181411689363132,3.0540000002179126,4.955497824682253,1.6680044908155935,Iris-virginica
+21,6.17937033484298,3.054000000219487,4.90404994805141,1.6654376894858858,Iris-versicolor
+22,5.1089477161736845,3.0540000000476057,4.899491418392561,1.665427475141943,Iris-versicolor
+23,6.187787724755429,3.0540000001268424,5.006813814308444,1.6712366649123536,Iris-virginica
+24,6.179368143970019,3.05400000017264,4.902515181949438,1.6654330445598664,Iris-versicolor
+25,6.182654037093078,3.0540000003253076,4.985788429190049,1.6677673735213292,Iris-virginica
+26,5.108947716173112,3.054000000026944,4.8994913242951545,1.665427475136599,Iris-versicolor
+27,6.1793664886252895,3.05400000004021,4.899491573402136,1.6654274751501408,Iris-versicolor
+28,6.195703634739147,3.0540000000047196,5.1023138663849,1.6674427794357471,Iris-virginica
+29,6.179366688672358,3.054000000016109,4.900296015748754,1.6654277937677657,Iris-versicolor
+30,6.191293864838149,3.0540000000192866,5.01439331136859,1.671739343298841,Iris-virginica
+31,5.108947716173222,3.0540000000286422,4.899491347227073,1.6654274751378,Iris-versicolor
+0,6.191114928392331,3.054000000028475,5.034478313213928,1.6697313793526538,Iris-virginica
+1,6.179366488634324,3.0540000000218654,4.8994919481507235,1.6654274751564253,Iris-versicolor
+2,6.190436899270071,3.0540000000464693,5.045751668838731,1.6692940942951966,Iris-virginica
+3,5.1089477161730565,3.0540000000272083,4.899491309944395,1.6654274751357991,Iris-versicolor
+4,6.1941649491857,3.054000000008918,5.034338886927969,1.669395621492361,Iris-virginica
+5,6.179366491560087,3.0540000000172585,4.899525517617523,1.6654274800184985,Iris-versicolor
+6,6.1881780826804285,3.05400000018238,4.986302372890163,1.6796343871234094,Iris-virginica
+7,6.179373914611645,3.054000001003096,4.905299260117968,1.6654840354460327,Iris-versicolor
+8,6.194577047228638,3.054000000007349,5.043212579596712,1.6691351146555304,Iris-virginica
+9,6.179366488651832,3.05400000003394,4.899492586282207,1.665427475182711,Iris-versicolor
+10,6.185176481981375,3.054000000054119,4.9972503067130765,1.668254775968406,Iris-virginica
+11,6.179366490913311,3.054000000046399,4.8995192822478835,1.665427479089798,Iris-versicolor
+12,6.191413285942019,3.0540000000240224,5.026370114378907,1.6691624006199495,Iris-virginica
+13,6.179366490485747,3.0540000000368908,4.899515791756241,1.6654274774273583,Iris-versicolor
+14,6.184147653192202,3.0540000000208996,4.999494490850167,1.6670037242877576,Iris-virginica
+15,6.1793685882723945,3.0540000000188456,4.903063826862601,1.6654295157130516,Iris-versicolor
+16,6.1924322820738675,3.054000000016566,5.049455745494136,1.6690746153041256,Iris-virginica
+17,5.108947716173108,3.054000000025821,4.899491326812825,1.6654274751364868,Iris-versicolor
+18,6.18536992845524,3.0540000000887346,5.015568104146899,1.6679588991317826,Iris-virginica
+19,5.108947716173044,3.054000000028272,4.8994913063919,1.6654274751354863,Iris-versicolor
+20,5.1089477161730725,3.0540000000333496,4.8994913164137275,1.665427475135823,Iris-versicolor
+21,6.190673804715869,3.0540000000364493,5.014968726202134,1.6701869042647206,Iris-virginica
+22,6.180860361457193,3.054000000019977,4.9621389583244895,1.666071797366821,Iris-virginica
+23,6.179366488623867,3.054000000044108,4.899491471039954,1.6654274751437073,Iris-versicolor
+24,6.179387462369247,3.05400000017604,4.91061994433392,1.665460396230953,Iris-versicolor
+25,6.179422646112595,3.054000000082641,4.916331937573295,1.6654905661596726,Iris-virginica
+26,6.1907628399909145,3.0540000000336045,5.0514082262781095,1.6689492368991725,Iris-virginica
+27,6.179366488633435,3.0540000000662655,4.899491919977264,1.6654274751602227,Iris-versicolor
+28,6.18007360316092,3.0540000001070218,4.945307552282623,1.6659630558348897,Iris-virginica
+29,6.18119988774736,3.054000000076045,4.964443844424165,1.6665341971959151,Iris-virginica
+30,6.179366488634768,3.054000000028346,4.899491990923722,1.66542747515553,Iris-versicolor
+31,5.10894771617305,3.0540000000328535,4.899491307040507,1.6654274751357057,Iris-versicolor
+0,5.108947716173051,3.0540000000279424,4.899491309164551,1.6654274751356297,Iris-versicolor
+1,6.18636514313043,3.0540000000720497,5.002668852676412,1.6689244117898363,Iris-virginica
+2,6.1793664982693395,3.054000000014706,4.899568429905837,1.665427487863144,Iris-versicolor
+3,6.17936648864055,3.0540000000338754,4.899492215283396,1.66542747517784,Iris-versicolor
+4,6.179366488624993,3.0540000000340446,4.89949153398464,1.6654274751486644,Iris-versicolor
+5,6.192510580799631,3.054000000009851,5.036759598900829,1.669757299081652,Iris-virginica
+6,6.179366492924422,3.054000000172737,4.899529016956475,1.6654274804341485,Iris-versicolor
+7,6.188890652118342,3.0540000000863645,5.015361003333374,1.6712848714076265,Iris-virginica
+8,6.179420975645616,3.0540000000452467,4.9137637433442185,1.6655329993608117,Iris-virginica
+9,5.108947716173047,3.0540000000299323,4.899491306248876,1.6654274751356164,Iris-versicolor
+10,5.108947716173294,3.0540000000403564,4.899491361158865,1.6654274751385314,Iris-versicolor
+11,6.179366489118418,3.0540000000268,4.8995010255960025,1.6654274758070218,Iris-versicolor
+12,6.179366865610259,3.0540000000095024,4.900622174135303,1.6654283203167,Iris-versicolor
+13,6.179366488624232,3.0540000000250886,4.899491489834641,1.6654274751465372,Iris-versicolor
+14,6.19175185117159,3.0540000000152605,5.014939059970496,1.671476282621353,Iris-virginica
+15,6.179374975093031,3.054000000228906,4.906731782582854,1.6654503692099933,Iris-versicolor
+16,6.180930800192268,3.0540000000060896,4.956068705785204,1.6660082622708994,Iris-virginica
+17,5.1089477161733265,3.05400000002609,4.899491368469769,1.6654274751391245,Iris-versicolor
+18,6.179367178538483,3.054000000011477,4.901446411242742,1.6654281442888819,Iris-versicolor
+19,6.189079893559936,3.054000000070836,5.027206309396207,1.6700339274964435,Iris-virginica
+20,6.183164526546865,3.054000000553299,4.97562547486228,1.670197911636063,Iris-virginica
+21,6.1918945650099735,3.054000000007143,5.028485959546375,1.6684986793743952,Iris-virginica
+22,6.190478730678738,3.0540000000307876,5.0248739457624225,1.6698004553998471,Iris-virginica
+23,6.184843034042176,3.05400000024638,4.9953589906448785,1.6697962910327193,Iris-virginica
+24,6.193009886115522,3.0540000000162246,5.068405726321958,1.6686298006581761,Iris-virginica
+25,5.108947716173285,3.0540000000331045,4.8994913673953375,1.6654274751386267,Iris-versicolor
+26,6.191731889556068,3.054000000015353,5.05354111827261,1.6684648744278636,Iris-virginica
+27,6.179366488661951,3.0540000000462952,4.899493053793499,1.665427475270689,Iris-versicolor
+28,6.181501162117701,3.0540000000548897,4.975576535585553,1.666354265520414,Iris-virginica
+29,6.1914750671141725,3.0540000000263445,5.030825364532778,1.6702457706589247,Iris-virginica
+30,5.108947716173057,3.0540000000262846,4.899491311666906,1.6654274751354232,Iris-versicolor
+31,5.108947716173051,3.054000000024699,4.899491309088639,1.6654274751352873,Iris-versicolor
+0,6.183422775067433,3.054000000092226,5.006711720948893,1.666949018590198,Iris-virginica
+1,6.182329424148735,3.054000000037105,4.984545092658583,1.6666056888288983,Iris-virginica
+2,6.179366488655688,3.0540000000724907,4.899492638246121,1.6654274752041012,Iris-versicolor
+3,6.179366488974261,3.0540000000337546,4.899499201508368,1.665427475556493,Iris-versicolor
+4,6.179366488737433,3.0540000000747325,4.899494541617743,1.665427475371729,Iris-versicolor
+5,6.189568615008643,3.0540000000447076,5.022253987273452,1.6697219625240396,Iris-virginica
+6,6.189932575663158,3.0540000000450194,5.020155914329912,1.6705910913514972,Iris-virginica
+7,5.108947716173057,3.0540000000268743,4.899491310104281,1.6654274751358302,Iris-versicolor
+8,6.179366488629853,3.054000000039485,4.899491770894907,1.665427475164082,Iris-versicolor
+9,6.190120917047276,3.054000000019048,5.020118418814546,1.6690909497701132,Iris-virginica
+10,6.19165587060408,3.0540000000064063,5.030338348065682,1.6680919814731812,Iris-virginica
+11,6.180394214910561,3.0540000000423864,4.947924187078061,1.6661609528434433,Iris-virginica
+12,5.1089477161733186,3.0540000000225276,4.899491361820308,1.665427475138693,Iris-versicolor
+13,6.183412545366938,3.0540000000594745,4.990532818794219,1.667485565646884,Iris-virginica
+14,6.179479424603991,3.0540000000093666,4.92057135557386,1.6655546620302362,Iris-virginica
+15,6.188749007751816,3.0540000000423926,5.008183038468302,1.6695739229635236,Iris-virginica
+16,6.179366495680139,3.05400000028221,4.899543619309436,1.6654274862990337,Iris-versicolor
+17,5.108947716173043,3.05400000003125,4.899491304351549,1.6654274751355582,Iris-versicolor
+18,5.108947716173046,3.054000000028358,4.8994913057712095,1.6654274751355953,Iris-versicolor
+19,6.193743641414448,3.0540000000130414,5.020762045969907,1.6703044404783605,Iris-virginica
+20,5.108947716173072,3.0540000000277807,4.899491314648272,1.6654274751361127,Iris-versicolor
+21,6.179366488626574,3.054000000040803,4.899491620548145,1.6654274751459892,Iris-versicolor
+22,6.179366508828888,3.0540000000485454,4.899620729388993,1.6654274965561988,Iris-versicolor
+23,6.184661109489201,3.054000000160906,4.988051311057451,1.6695976921971871,Iris-virginica
diff --git a/iris/lct_gan/0/2/test.csv b/iris/lct_gan/0/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/2/train.csv b/iris/lct_gan/0/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/2/val.csv b/iris/lct_gan/0/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/20/synth.csv b/iris/lct_gan/0/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48b638d470a801d7c10ffee14a9300ed52434c5d
--- /dev/null
+++ b/iris/lct_gan/0/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179411180181132,3.0540000000466434,4.91360889299411,1.6654931245820617,Iris-virginica
+1,6.18826183613097,3.0540000000809338,5.006554334836362,1.6703194119715796,Iris-virginica
+2,6.185702258120085,3.0540000000103396,5.031541218706566,1.6667015610349165,Iris-virginica
+3,6.179366566790656,3.0540000001367837,4.8998167744097785,1.6654277250755696,Iris-versicolor
+4,6.19310735167329,3.0540000000122944,5.030152771528989,1.669659813086512,Iris-virginica
+5,5.108947716173328,3.054000000034184,4.899491368695836,1.6654274751389657,Iris-versicolor
+6,6.185700241182613,3.0540000002004253,4.987678225676821,1.6714371401804737,Iris-virginica
+7,6.179366488632087,3.0540000000844154,4.899491862757493,1.66542747517052,Iris-versicolor
+8,5.108947716173153,3.054000000038355,4.899491338444092,1.6654274751371212,Iris-versicolor
+9,5.108947716173042,3.054000000030255,4.899491304411583,1.665427475135534,Iris-versicolor
+10,6.189776072330732,3.054000000055851,5.0446437376431925,1.6692653442158047,Iris-virginica
+11,6.192087287463941,3.0540000000171137,5.026924592757241,1.6705551169454675,Iris-virginica
+12,6.17936648862494,3.054000000031215,4.899491542835885,1.6654274751487101,Iris-versicolor
+13,6.180738692824053,3.054000000816224,4.952818802627133,1.6675986407960028,Iris-virginica
+14,6.179366488628685,3.0540000000294536,4.899491758724896,1.6654274751568803,Iris-versicolor
+15,6.180782512760167,3.054000000696042,4.945964236582094,1.6686867316881449,Iris-virginica
+16,6.182040530274637,3.0540000001029646,4.975128327852339,1.6671837312081648,Iris-virginica
+17,6.190418149350825,3.054000000045453,5.0374413594205505,1.6699632437776002,Iris-virginica
+18,6.179366719856033,3.0540000000271723,4.900380531180138,1.6654284112138313,Iris-versicolor
+19,6.179366488623028,3.0540000000239433,4.899491407464866,1.6654274751397768,Iris-versicolor
+20,6.179366726317296,3.0540000000940504,4.90026033235769,1.6654280121367497,Iris-versicolor
+21,5.108947716173041,3.0540000000287986,4.899491304763334,1.6654274751354805,Iris-versicolor
+22,5.108947716173037,3.0540000000279974,4.899491302454857,1.6654274751354037,Iris-versicolor
+23,6.179366488785333,3.0540000001411722,4.899495453512324,1.665427475447297,Iris-versicolor
+24,5.10894771617304,3.054000000027684,4.899491304664472,1.6654274751354199,Iris-versicolor
+25,5.108947716173414,3.054000000024909,4.899491382684355,1.6654274751391815,Iris-versicolor
+26,5.108947716173051,3.0540000000267242,4.899491309341101,1.6654274751355376,Iris-versicolor
+27,6.183691796390565,3.0540000006594847,4.970603058137835,1.6731963734234916,Iris-virginica
+28,6.179366488762949,3.054000000057737,4.8994949653763635,1.6654274754858214,Iris-versicolor
+29,5.108947716173448,3.0540000000437026,4.899491387468243,1.6654274751395786,Iris-versicolor
+30,6.187665601387597,3.0540000000097702,5.011662929962619,1.6675766172849416,Iris-virginica
+31,6.192222124579351,3.0540000000124836,5.028860401919473,1.6702867895323916,Iris-virginica
+0,6.184298746070686,3.0540000000038034,4.9827063428515865,1.6670138317789642,Iris-virginica
+1,6.179366491129331,3.05400000012471,4.899520730214199,1.6654274817461006,Iris-versicolor
+2,6.182524475178976,3.0540000000779957,4.9888055925064085,1.6668554962071451,Iris-virginica
+3,6.179366745863868,3.0540000000484526,4.900385300195716,1.6654277968004647,Iris-versicolor
+4,6.190981526070324,3.0540000000316536,5.004136305581329,1.6732638377207203,Iris-virginica
+5,6.190932818389868,3.05400000003245,5.038956600972637,1.6696034968624822,Iris-virginica
+6,6.193148078053994,3.0540000000117717,5.032709670515465,1.6701309554968444,Iris-virginica
+7,6.1893218688879665,3.054000000003069,5.0636532385369355,1.666677564435209,Iris-virginica
+8,6.179382193155232,3.054000000006423,4.91046426931385,1.6654366126459232,Iris-versicolor
+9,6.186074255848634,3.0540000000756424,5.000095869889816,1.6687837607081244,Iris-virginica
+10,6.189169572330759,3.05400000005219,5.0204071642992885,1.669585602848958,Iris-virginica
+11,6.190299557192221,3.0540000000374374,5.01554369078933,1.671707291415878,Iris-virginica
+12,6.1894054215510925,3.0540000000646175,4.997784398937291,1.675385556467169,Iris-virginica
+13,6.1793664915691116,3.0540000000313614,4.899528679583162,1.665427477766341,Iris-versicolor
+14,5.108947716173044,3.054000000028403,4.899491305456971,1.665427475135566,Iris-versicolor
+15,6.190746800004594,3.0540000000319467,5.010018405174262,1.671904549301541,Iris-virginica
+16,5.108947716173037,3.0540000000263383,4.899491303328582,1.6654274751353828,Iris-versicolor
+17,5.108947716173308,3.054000000023971,4.8994913668547735,1.6654274751386298,Iris-versicolor
+18,6.179366488680009,3.0540000002268353,4.899493196665135,1.6654274753144183,Iris-versicolor
+19,6.192787911445011,3.0540000000126057,5.04031191752306,1.6696871908130113,Iris-virginica
+20,6.185391702734927,3.054000000144255,4.994907374796942,1.6696852136460505,Iris-virginica
+21,6.188804926349754,3.0540000000199545,5.017666052022009,1.668536625441661,Iris-virginica
+22,5.108947716173041,3.0540000000268703,4.899491304469937,1.6654274751355085,Iris-versicolor
+23,6.188600766682088,3.0540000000118623,5.023264039915537,1.6676583473230324,Iris-virginica
+24,6.184646276318907,3.0540000000204115,5.001849216719267,1.6671029747657475,Iris-virginica
+25,5.1089477161730485,3.0540000000293372,4.899491308299097,1.6654274751355838,Iris-versicolor
+26,6.18472153604348,3.054000000208896,4.990931812100159,1.6695265827022903,Iris-virginica
+27,6.191400865009421,3.0540000000247236,5.021158800550948,1.670604633395418,Iris-virginica
+28,6.190876062480521,3.0540000000217886,5.026707136277697,1.669239476281403,Iris-virginica
+29,5.108947716173038,3.0540000000272065,4.89949130339554,1.6654274751354174,Iris-versicolor
+30,5.108947716173107,3.054000000050956,4.899491323905919,1.6654274751367928,Iris-versicolor
+31,5.108947716173046,3.0540000000291903,4.89949130612929,1.6654274751356024,Iris-versicolor
+0,6.180343365759119,3.0540000000342,4.947018088188426,1.6660995813954211,Iris-virginica
+1,6.179366488623751,3.0540000000333203,4.899491475736341,1.6654274751421294,Iris-versicolor
+2,6.1793664886231285,3.054000000027487,4.899491420057442,1.6654274751422655,Iris-versicolor
+3,5.1089477161731205,3.0540000000260976,4.899491330302155,1.6654274751363713,Iris-versicolor
+4,6.181472115917412,3.0540000003244883,4.959936096796729,1.6678276542750667,Iris-virginica
+5,5.108947716173041,3.0540000000298284,4.899491304658745,1.665427475135499,Iris-versicolor
+6,6.190198138632218,3.0540000000385614,5.002355993998332,1.6738179346831288,Iris-virginica
+7,6.191426274377936,3.054000000020999,5.0239875732909365,1.670733962055978,Iris-virginica
+8,6.179366515469166,3.0540000000155065,4.899665220834176,1.6654275155701246,Iris-versicolor
+9,6.179366488623283,3.0540000000273144,4.899491437202348,1.6654274751403606,Iris-versicolor
+10,6.179622201482563,3.054000000015281,4.929901347903249,1.6655743276764057,Iris-virginica
+11,6.190685580758331,3.054000000035113,5.02578652007003,1.6704260684651269,Iris-virginica
+12,5.108947716173087,3.054000000028904,4.899491319369351,1.6654274751363425,Iris-versicolor
+13,6.17937039277552,3.0540000000095286,4.905021951359487,1.6654363570335675,Iris-versicolor
+14,6.179366494481435,3.0540000000551957,4.899545230774632,1.6654274801433586,Iris-versicolor
+15,6.179385193772114,3.054000000007839,4.9094683009403575,1.6654574608767012,Iris-virginica
+16,6.191964203384102,3.0540000000188434,5.031801023356565,1.6700435441624775,Iris-virginica
+17,6.192508165773221,3.0540000000166634,5.052577678634451,1.6691799161658707,Iris-virginica
+18,6.179366488629996,3.05400000001793,4.89949180868929,1.6654274751490552,Iris-versicolor
+19,5.108947716173035,3.0540000000289944,4.8994913017221124,1.6654274751353686,Iris-versicolor
+20,6.179366488862223,3.054000000483158,4.899496210096174,1.665427475868138,Iris-versicolor
+21,6.179367056647302,3.0540000000382674,4.901098381661032,1.665429685940473,Iris-versicolor
+22,5.108947716173055,3.054000000027307,4.899491308665417,1.6654274751357823,Iris-versicolor
+23,6.188848838139139,3.0540000000871608,5.010479532476313,1.6723637088076575,Iris-virginica
+24,6.19386293423747,3.054000000008193,5.099522551639748,1.6673752633439218,Iris-virginica
+25,6.179366488675965,3.054000000038514,4.899493250769025,1.6654274752031535,Iris-versicolor
+26,6.188890557999241,3.0540000000362815,5.029984016696155,1.6689319982708184,Iris-virginica
+27,6.17991306965731,3.054000000663945,4.9379079286387535,1.6662988158362977,Iris-virginica
+28,6.185716442914351,3.054000000021762,4.995104507656582,1.6679234914075787,Iris-virginica
+29,6.179366489958517,3.054000000022905,4.899513215045817,1.6654274766704344,Iris-versicolor
+30,5.108947716173049,3.0540000000301735,4.899491308139719,1.665427475135687,Iris-versicolor
+31,6.179366488622748,3.0540000000323504,4.899491383094504,1.6654274751403104,Iris-versicolor
+0,5.108947716173204,3.054000000028957,4.8994913442851065,1.6654274751378588,Iris-versicolor
+1,6.185165299586426,3.054000000185781,5.0038763946231635,1.6688541452825854,Iris-virginica
+2,6.183372289581738,3.0540000003789785,4.9784383326445285,1.6692923508156676,Iris-virginica
+3,5.108947716173046,3.0540000000298817,4.899491306234603,1.6654274751355995,Iris-versicolor
+4,6.182437531788094,3.0540000000050704,4.972574536816352,1.6663991925408885,Iris-virginica
+5,6.187693366522347,3.054000000089985,5.003375370491886,1.670186394883216,Iris-virginica
+6,5.108947716173302,3.0540000000393888,4.899491365246106,1.6654274751380984,Iris-versicolor
+7,6.180425084058398,3.0540000024592486,4.942968706977444,1.668645737284566,Iris-virginica
+8,6.190501279523765,3.0540000000422154,5.009058279849502,1.6721527171972834,Iris-virginica
+9,6.191927135796295,3.054000000003968,5.061240455902549,1.6674119816345505,Iris-virginica
+10,6.17936652985584,3.0540000005558197,4.899670051712215,1.6654276724737112,Iris-versicolor
+11,5.108947716173165,3.054000000035795,4.8994913390486525,1.6654274751372296,Iris-versicolor
+12,5.108947716173085,3.05400000003466,4.899491320014483,1.6654274751363443,Iris-versicolor
+13,6.192845347800598,3.0540000000112433,5.036727581382705,1.6692495505343448,Iris-virginica
+14,6.184366671825768,3.0540000000557046,4.987728878391041,1.6680999615115306,Iris-virginica
+15,6.190030599660923,3.054000000027689,5.015819041445201,1.6697087699916875,Iris-virginica
+16,6.183649237824697,3.05400000043043,4.979146426322223,1.6704048987492452,Iris-virginica
+17,5.10894771617307,3.054000000027556,4.899491314587004,1.6654274751358937,Iris-versicolor
+18,5.108947716173045,3.0540000000269836,4.899491306207131,1.6654274751355602,Iris-versicolor
+19,6.179366489007836,3.0540000000630783,4.899499455043694,1.6654274758610355,Iris-versicolor
+20,6.1793665137270155,3.0540000000659693,4.899638838467149,1.665427499132485,Iris-versicolor
+21,6.180075936922457,3.054000000008958,4.952462357601138,1.665641727026473,Iris-virginica
+22,6.1905605647968,3.0540000000355665,5.027337781330006,1.670615407894992,Iris-virginica
+23,6.194912869757892,3.0540000000024135,5.041115357118497,1.667619807045317,Iris-virginica
diff --git a/iris/lct_gan/0/20/test.csv b/iris/lct_gan/0/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/20/train.csv b/iris/lct_gan/0/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/20/val.csv b/iris/lct_gan/0/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/21/synth.csv b/iris/lct_gan/0/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ab007fb20510045de8ac9d2eb2dd5700ec80dc7
--- /dev/null
+++ b/iris/lct_gan/0/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189887336445862,3.054000000017387,5.045165535640721,1.6681412273269522,Iris-virginica
+1,5.108947716173212,3.0540000000343483,4.899491349632315,1.6654274751375575,Iris-versicolor
+2,5.108947716173072,3.0540000000338203,4.899491314936357,1.6654274751359912,Iris-versicolor
+3,6.179366488623178,3.054000000036698,4.899491417059405,1.6654274751419538,Iris-versicolor
+4,6.179575047638744,3.0540000000362273,4.924489863616152,1.6656559962848818,Iris-virginica
+5,6.1825763295747045,3.0540000000173158,4.989246146051697,1.6664407699395523,Iris-virginica
+6,6.179366488628316,3.0540000000329584,4.899491700855078,1.6654274751594087,Iris-versicolor
+7,6.192544007721181,3.054000000016474,5.051014073120417,1.669110455533602,Iris-virginica
+8,6.17936649033511,3.0540000000262038,4.899514030558547,1.6654274787452605,Iris-versicolor
+9,6.186621106648382,3.054000000332906,4.98907020603755,1.6750143531582615,Iris-virginica
+10,6.179366577189553,3.0540000001325436,4.899857990564378,1.6654279501541827,Iris-versicolor
+11,6.190088885877132,3.0540000000346463,5.021017860936985,1.6690482171888144,Iris-virginica
+12,6.179774293134645,3.0540000000058987,4.930665681727282,1.6657842559936724,Iris-virginica
+13,6.179366491909644,3.0540000012774557,4.89951852104954,1.665427485533911,Iris-versicolor
+14,6.19028264294403,3.0540000000395295,5.01221391893175,1.6702888649867362,Iris-virginica
+15,6.179366488686811,3.054000000059546,4.899493593545379,1.6654274752467138,Iris-versicolor
+16,6.184137184708063,3.0540000002086924,4.981167338297768,1.6697632526054333,Iris-virginica
+17,6.179366502691059,3.054000000046439,4.899581981912992,1.6654274892368777,Iris-versicolor
+18,6.181161955483888,3.0540000000114977,4.958766306755625,1.6663031241679338,Iris-virginica
+19,6.179366492201085,3.0540000000167193,4.8995339480266615,1.6654274780468818,Iris-versicolor
+20,6.1857569169164295,3.0540000001381618,4.995315166666946,1.6695087359972165,Iris-virginica
+21,6.192565564481168,3.054000000013603,5.015921685105845,1.6713404727030914,Iris-virginica
+22,5.108947716173036,3.054000000026352,4.899491303105075,1.6654274751353715,Iris-versicolor
+23,5.1089477161733035,3.0540000000354097,4.899491366837466,1.6654274751380573,Iris-versicolor
+24,5.108947716173049,3.0540000000286978,4.899491308349398,1.6654274751356526,Iris-versicolor
+25,6.179366488815783,3.054000000034312,4.899496301224984,1.6654274754123188,Iris-versicolor
+26,6.189750999699444,3.0540000000547485,5.0151052383936685,1.6714481773235133,Iris-virginica
+27,5.108947716173102,3.0540000000306313,4.899491322468441,1.6654274751365297,Iris-versicolor
+28,6.190523168837908,3.0540000000404324,5.049908418170307,1.6691053751769955,Iris-virginica
+29,6.181316203269492,3.0540000000084593,4.961703507571153,1.6662092497753445,Iris-virginica
+30,6.179387148193642,3.0540000057982604,4.9078718219711295,1.6656326719188823,Iris-versicolor
+31,6.188102522471911,3.054000000098113,5.005750482515105,1.6712061240449823,Iris-virginica
+0,6.1878825738021925,3.0540000001934375,4.9913119826073595,1.6767741304484587,Iris-virginica
+1,6.179366488635079,3.0540000000351295,4.8994920615375,1.6654274751636005,Iris-versicolor
+2,6.179366490794612,3.0540000000267007,4.899520442620932,1.6654274775502422,Iris-versicolor
+3,6.183115145740542,3.054000000032761,4.982030904541011,1.6670746115145039,Iris-virginica
+4,6.179373472029918,3.05400000000571,4.907064731159209,1.6654324956975675,Iris-versicolor
+5,6.188282015266192,3.0540000000716128,5.007646157218095,1.6703771299123673,Iris-virginica
+6,6.179366488673786,3.054000000058571,4.89949311349566,1.6654274752183338,Iris-versicolor
+7,6.1793664887165916,3.0540000001355243,4.899494257470843,1.6654274755039682,Iris-versicolor
+8,6.18845785623936,3.0540000000426732,5.01261046089646,1.6693005351775831,Iris-virginica
+9,6.179629092591184,3.0540000001525236,4.933142571312265,1.6656234234991751,Iris-virginica
+10,6.17936648978746,3.0540000000139482,4.899507676683821,1.6654274766146837,Iris-versicolor
+11,6.179366531145109,3.054000000050519,4.899704272523255,1.665427514855483,Iris-versicolor
+12,6.179478446211972,3.054000000534553,4.920933841405033,1.6656166370815768,Iris-virginica
+13,5.108947716173152,3.054000000033415,4.899491336666806,1.6654274751366653,Iris-versicolor
+14,6.18263238168233,3.0540000006323673,4.985287780264064,1.6682650145774298,Iris-virginica
+15,6.179380197502129,3.0540000011936392,4.907323021699526,1.6654975952816014,Iris-versicolor
+16,5.108947716173813,3.0540000000417282,4.899491440068826,1.6654274751404272,Iris-versicolor
+17,6.194002422927998,3.0540000000078438,5.028178929057141,1.6698442340688635,Iris-virginica
+18,5.1089477161730485,3.0540000000279637,4.899491307062261,1.6654274751356286,Iris-versicolor
+19,6.17938280349418,3.0540000001540117,4.908618322600375,1.6654679690209055,Iris-versicolor
+20,6.184567062546329,3.054000000562937,4.980073227163762,1.6728135518117013,Iris-virginica
+21,6.185216360244405,3.0540000002157606,4.98718261700857,1.6711807018703757,Iris-virginica
+22,6.179366488644187,3.0540000000596144,4.8994923450907475,1.6654274751902658,Iris-versicolor
+23,6.1914743643582195,3.0540000000215413,5.025661976927262,1.670668820358964,Iris-virginica
+24,6.190400569994322,3.0540000000392364,5.017042110637558,1.6708687821672648,Iris-virginica
+25,6.192031599632094,3.0540000000094487,5.042129086772429,1.6685674093765874,Iris-virginica
+26,6.179366894866566,3.054000000126533,4.900558023019917,1.6654286105166691,Iris-versicolor
+27,5.10894771617304,3.0540000000283416,4.899491303403209,1.6654274751354703,Iris-versicolor
+28,6.184760675994452,3.05400000040421,4.981437411065885,1.6721808041427069,Iris-virginica
+29,6.179389805469165,3.054000000846466,4.910715376236209,1.6654878006162486,Iris-versicolor
+30,5.108947716173172,3.054000000027825,4.899491341756685,1.6654274751374984,Iris-versicolor
+31,6.191862630050466,3.054000000015335,5.039709325319639,1.6696974987533846,Iris-virginica
+0,6.179366905214884,3.054000000023795,4.9007932780073,1.6654289870083407,Iris-versicolor
+1,6.181402719638527,3.054000000209625,4.964285945531071,1.667200147240446,Iris-virginica
+2,6.191584539480494,3.0540000000114365,5.026395553297604,1.6683738601063858,Iris-virginica
+3,6.18711794674101,3.0540000001334486,5.013704371920976,1.6697324996656984,Iris-virginica
+4,6.1935042358864605,3.054000000010987,5.044447980536284,1.6692968936503982,Iris-virginica
+5,6.17936648862693,3.0540000000897183,4.89949162272574,1.665427475156728,Iris-versicolor
+6,6.187097163849185,3.054000000007714,5.016826642746054,1.6673435840150055,Iris-virginica
+7,5.1089477161730485,3.0540000000289327,4.899491306997027,1.6654274751357183,Iris-versicolor
+8,6.180837492955812,3.054000000226952,4.9568757223377435,1.6667862995437948,Iris-virginica
+9,5.108947716173041,3.0540000000280196,4.899491304719706,1.6654274751354687,Iris-versicolor
+10,5.108947716173331,3.0540000000355483,4.899491372450986,1.6654274751389522,Iris-versicolor
+11,6.179452349790361,3.0540000001528353,4.918464518460076,1.6655441256660062,Iris-virginica
+12,6.179380085658082,3.054000000011611,4.907933176634584,1.6654588299064046,Iris-versicolor
+13,5.108947716173248,3.054000000030819,4.899491355943394,1.6654274751371665,Iris-versicolor
+14,5.108947716173062,3.054000000027077,4.899491311471633,1.66542747513586,Iris-versicolor
+15,6.180780697132994,3.054000000677888,4.949465402216384,1.6679898247881446,Iris-virginica
+16,6.179510907432331,3.0540000000021372,4.9221259921180955,1.6655751370816791,Iris-virginica
+17,5.108947716173044,3.0540000000293324,4.899491305976907,1.6654274751355207,Iris-versicolor
+18,6.190438562040852,3.0540000000384473,5.031866484172919,1.670139765472233,Iris-virginica
+19,6.192384307825219,3.054000000019908,5.058021307071458,1.6690263574220876,Iris-virginica
+20,5.108947716173041,3.0540000000290055,4.899491303781481,1.665427475135484,Iris-versicolor
+21,6.191995029829754,3.054000000022456,5.020757530999578,1.6703756992395749,Iris-virginica
+22,6.179366488742803,3.0540000000403293,4.899494642109127,1.665427475430216,Iris-versicolor
+23,5.108947716173082,3.0540000000287764,4.89949131690746,1.6654274751363505,Iris-versicolor
+24,6.188342760431057,3.0540000001343905,4.996464226615747,1.6748185965002351,Iris-virginica
+25,6.179433846715886,3.0540000000717646,4.918801863973428,1.665480425615,Iris-virginica
+26,5.108947716173101,3.054000000031383,4.899491321779043,1.665427475136526,Iris-versicolor
+27,6.188797872297441,3.054000000081595,5.019070995725525,1.6705618963279731,Iris-virginica
+28,6.186636624447987,3.054000000120375,4.998535509901544,1.6705647438072881,Iris-virginica
+29,6.179371161716795,3.0540000000392196,4.9058722368988015,1.6654314187317507,Iris-versicolor
+30,6.188664653333386,3.054000000084587,5.025798576666698,1.6699871806299973,Iris-virginica
+31,6.179841721627144,3.054000000007062,4.942207318514942,1.665587507056193,Iris-virginica
+0,5.108947716173043,3.0540000000287417,4.899491305837317,1.6654274751354794,Iris-versicolor
+1,5.108947716173164,3.0540000000286147,4.899491339597554,1.6654274751374094,Iris-versicolor
+2,6.1793664886837725,3.0540000000215937,4.899493381639733,1.665427475236396,Iris-versicolor
+3,6.189538078589257,3.0540000000583323,5.020696572646711,1.670659569109926,Iris-virginica
+4,6.179367597516266,3.0540000000331697,4.901823452498735,1.6654294398374805,Iris-versicolor
+5,6.179369121100444,3.054000000037364,4.90366192207428,1.6654330732574216,Iris-versicolor
+6,6.17936648862285,3.0540000000264733,4.899491393941564,1.6654274751402451,Iris-versicolor
+7,6.190329684367813,3.0540000000377376,5.012498449610396,1.6718057818999257,Iris-virginica
+8,6.179366488708311,3.0540000000205008,4.899494274774049,1.6654274752316098,Iris-versicolor
+9,6.179455137692901,3.0540000044036026,4.9142881443284505,1.6661480071510875,Iris-virginica
+10,6.182565784749516,3.0540000000162366,4.972369568419562,1.6668415254303928,Iris-virginica
+11,6.179366489244745,3.0540000000176817,4.899503321420778,1.6654274767087696,Iris-versicolor
+12,6.179366488679723,3.0540000000160017,4.89949330685459,1.665427475223304,Iris-versicolor
+13,6.190443738591399,3.054000000040038,5.0475581697510075,1.6689201373082119,Iris-virginica
+14,6.179366625811675,3.0540000000840575,4.899976643057366,1.665427718920635,Iris-versicolor
+15,5.108947716173976,3.054000000056757,4.899491454542876,1.6654274751437348,Iris-versicolor
+16,6.192634557267982,3.0540000000155363,5.051895655471027,1.6690244756876906,Iris-virginica
+17,6.180955406236827,3.0540000000369383,4.9610900656814145,1.6662546682327388,Iris-virginica
+18,6.192160142619783,3.0540000000029375,5.088439750275158,1.6668577160338298,Iris-virginica
+19,5.108947716173043,3.054000000032228,4.8994913046462125,1.665427475135559,Iris-versicolor
+20,6.179378619716321,3.054000000009498,4.908524733112397,1.6654376430496531,Iris-versicolor
+21,6.179366518099687,3.054000000057897,4.899667550893229,1.6654275415580173,Iris-versicolor
+22,6.189681880723318,3.0540000000289975,5.0487466700292645,1.668361928588935,Iris-virginica
+23,6.179370249918602,3.054000000015573,4.90436698714177,1.6654327157063158,Iris-versicolor
diff --git a/iris/lct_gan/0/21/test.csv b/iris/lct_gan/0/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/21/train.csv b/iris/lct_gan/0/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/21/val.csv b/iris/lct_gan/0/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/22/synth.csv b/iris/lct_gan/0/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e33fa7186d1def280ad5b495c22ee5e3f905cd64
--- /dev/null
+++ b/iris/lct_gan/0/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488747491,3.0540000000436214,4.899494712996759,1.6654274753061928,Iris-versicolor
+1,5.108947716173617,3.0540000000346152,4.899491413748678,1.6654274751393825,Iris-versicolor
+2,5.108947716173113,3.054000000037213,4.899491327411729,1.6654274751364322,Iris-versicolor
+3,6.182430164702622,3.054000000007214,4.994858235410726,1.6660902846221957,Iris-virginica
+4,6.193689925203469,3.054000000009622,5.047165604962377,1.6690759603323095,Iris-virginica
+5,6.190889306083777,3.054000000022082,5.0144884384165795,1.6715643701402951,Iris-virginica
+6,6.182873838658128,3.0540000000629504,4.997107434791867,1.666819336237797,Iris-virginica
+7,6.1834696059433005,3.0540000000077363,4.991643882953934,1.6666003068809203,Iris-virginica
+8,5.108947716173043,3.054000000027059,4.899491305996743,1.6654274751354645,Iris-versicolor
+9,6.179366498545588,3.0540000000191454,4.89957558032692,1.6654275088256465,Iris-versicolor
+10,6.179452502227356,3.0540000001022296,4.918210362213053,1.6655360646476205,Iris-virginica
+11,6.192825508888497,3.054000000007931,5.0308115944986165,1.668309472081926,Iris-virginica
+12,5.108947716173332,3.0540000000310927,4.899491365244054,1.6654274751389966,Iris-versicolor
+13,6.180568579956792,3.0540000005178665,4.942007312208118,1.6682513149066462,Iris-virginica
+14,6.179601421880551,3.0540000001156726,4.928159935728747,1.6656769974644088,Iris-virginica
+15,6.17936648862978,3.0540000000215475,4.899491799173138,1.665427475158831,Iris-versicolor
+16,6.1875655437200745,3.0540000000598826,5.01947908150634,1.6689445757933157,Iris-virginica
+17,6.179667846022024,3.054000000008618,4.935607119769902,1.6655402912727708,Iris-virginica
+18,6.191709999544746,3.0540000000175067,5.010634742398159,1.6720678299318767,Iris-virginica
+19,6.181405026427971,3.0540000001827945,4.961024905029293,1.6672317982250753,Iris-virginica
+20,6.182837668339083,3.054000000155196,4.986058064218661,1.6674319421301271,Iris-virginica
+21,6.179366494253205,3.0540000000160976,4.899550527318834,1.6654274812999654,Iris-versicolor
+22,6.179366488624869,3.0540000000404195,4.899491555734927,1.665427475149869,Iris-versicolor
+23,5.108947716173041,3.054000000029666,4.899491304031083,1.6654274751355203,Iris-versicolor
+24,5.108947716173052,3.0540000000302405,4.899491308518985,1.6654274751357467,Iris-versicolor
+25,5.108947716173048,3.0540000000296654,4.8994913064347445,1.6654274751356481,Iris-versicolor
+26,6.1793716590808225,3.0540000000098875,4.9056918077096885,1.665433009303951,Iris-versicolor
+27,6.17945028517786,3.0540000000089296,4.916864244445669,1.6655265555789982,Iris-virginica
+28,5.108947716173043,3.05400000002835,4.89949130482349,1.6654274751355742,Iris-versicolor
+29,5.108947716173109,3.0540000000273633,4.899491326755907,1.6654274751358897,Iris-versicolor
+30,6.179366488648491,3.0540000000755567,4.899492398763627,1.6654274752167193,Iris-versicolor
+31,6.188825851465998,3.054000000125298,4.996219111252871,1.6755438415698438,Iris-virginica
+0,6.179366489316263,3.0540000001054435,4.899502225885757,1.6654274769358783,Iris-versicolor
+1,5.108947716173102,3.054000000040365,4.899491324672834,1.6654274751363514,Iris-versicolor
+2,6.188510370514562,3.0540000000658236,5.025892578098817,1.6694378838439765,Iris-virginica
+3,6.180406159670227,3.054000000105605,4.953301160295207,1.6661523043183373,Iris-virginica
+4,5.108947716173044,3.0540000000300918,4.899491305164194,1.6654274751355966,Iris-versicolor
+5,6.192030199697617,3.0540000000153404,5.058290967113757,1.6683973707748982,Iris-virginica
+6,5.108947716173048,3.054000000027299,4.89949130746208,1.6654274751356213,Iris-versicolor
+7,6.1896662402202915,3.0540000000387795,5.023066706946409,1.6698672043606797,Iris-virginica
+8,6.184898547579392,3.0540000002406136,4.98678453670217,1.6704534368115023,Iris-virginica
+9,6.181208967800467,3.0540000005570263,4.9553787220161984,1.6683037812016106,Iris-virginica
+10,6.185595853339273,3.0540000000258405,4.985215490711423,1.6687056772951114,Iris-virginica
+11,6.1909051905992865,3.0540000000269854,5.031864495584879,1.6695285798529929,Iris-virginica
+12,6.179366492945414,3.054000000023294,4.89953706663667,1.6654274806218388,Iris-versicolor
+13,5.1089477161730406,3.0540000000299012,4.89949130372301,1.6654274751354816,Iris-versicolor
+14,6.18805891604672,3.0540000001208476,5.010193676072308,1.6709874158553872,Iris-virginica
+15,6.183618944372027,3.054000000244479,4.987377936375974,1.6687808963038033,Iris-virginica
+16,6.181616809568512,3.0540000000495557,4.961020934106636,1.6671036310685388,Iris-virginica
+17,6.1837837193790595,3.0540000005144465,4.972112959267952,1.6723305521092455,Iris-virginica
+18,6.1883832163064945,3.0540000000410017,5.0438872612432855,1.668089564867813,Iris-virginica
+19,6.187407507989251,3.0540000000577354,5.041077974164718,1.6679321406973686,Iris-virginica
+20,6.18758053654425,3.054000000027046,5.034188942387034,1.667659299609512,Iris-virginica
+21,5.108947716173252,3.0540000000297987,4.899491356157224,1.6654274751382738,Iris-versicolor
+22,5.108947716173118,3.0540000000325875,4.899491330782064,1.665427475136243,Iris-versicolor
+23,6.185174060331769,3.05400000044785,4.987187538451298,1.672699078412392,Iris-virginica
+24,6.186978857533776,3.054000000102376,5.016969270783824,1.6692727851009528,Iris-virginica
+25,6.181119759450853,3.0540000000294416,4.964658749507733,1.6663491872029648,Iris-virginica
+26,6.179370878128537,3.0540000000152534,4.905274641179166,1.6654403064440388,Iris-versicolor
+27,5.108947716173045,3.0540000000280876,4.899491305897272,1.665427475135615,Iris-versicolor
+28,6.193679290442252,3.05400000000742,5.062558564594995,1.6682872020367419,Iris-virginica
+29,6.179368288775156,3.0540000000286844,4.902920227199464,1.6654315214829776,Iris-versicolor
+30,5.108947716173108,3.054000000025184,4.89949132407679,1.6654274751367664,Iris-versicolor
+31,6.17936648863527,3.0540000000626284,4.899491982546832,1.6654274751867941,Iris-versicolor
+0,6.179570737833612,3.0540000001643492,4.926340834172132,1.6656859799015298,Iris-virginica
+1,6.191547061951715,3.054000000026165,5.0563373231933815,1.6688583129123649,Iris-virginica
+2,5.108947716173058,3.054000000030993,4.899491309596416,1.6654274751358837,Iris-versicolor
+3,6.188454299234526,3.054000000091989,5.0117648232126815,1.6707350574913031,Iris-virginica
+4,6.17936650179912,3.0540000000946383,4.899582269057405,1.6654274979917068,Iris-versicolor
+5,6.182719016223126,3.054000000030149,4.9951844013697775,1.6665550742927178,Iris-virginica
+6,5.108947716173161,3.054000000027394,4.8994913380658724,1.6654274751371427,Iris-versicolor
+7,5.108947716173334,3.054000000060875,4.899491375831573,1.665427475139978,Iris-versicolor
+8,6.179368110272432,3.0540000000222656,4.902346392527367,1.6654303164779931,Iris-versicolor
+9,6.184922195874953,3.0540000001852436,5.010188573280357,1.6683627882976713,Iris-virginica
+10,5.108947716173058,3.0540000000278904,4.899491310361132,1.6654274751358789,Iris-versicolor
+11,6.193925917345401,3.054000000008549,5.042834435198081,1.6689463837102168,Iris-virginica
+12,6.179366488691606,3.0540000000296703,4.899493672263146,1.6654274753053362,Iris-versicolor
+13,5.108947716173538,3.0540000000623033,4.899491403155774,1.6654274751399734,Iris-versicolor
+14,6.187266657709064,3.0540000000243293,5.012754402152747,1.6680687534318765,Iris-virginica
+15,6.183131946348634,3.0540000000077554,4.981700398707433,1.666684755013793,Iris-virginica
+16,6.179405515346899,3.054000000192138,4.910538386428926,1.665589935526908,Iris-virginica
+17,6.189958201854194,3.0540000000061247,5.0523757556539355,1.6672893336612808,Iris-virginica
+18,6.179368163192129,3.054000000016587,4.902783545774709,1.665434575796969,Iris-versicolor
+19,6.18925192724118,3.0540000000771186,4.999908192203497,1.673519869422844,Iris-virginica
+20,6.179366488675894,3.0540000000558853,4.899493191854649,1.6654274752034204,Iris-versicolor
+21,6.1793907435964,3.054000000007578,4.911251484407183,1.6654469899136637,Iris-virginica
+22,6.187486339359407,3.0540000001325094,5.002583380911231,1.6710449877925093,Iris-virginica
+23,5.108947716173046,3.0540000000286813,4.899491306023494,1.6654274751356002,Iris-versicolor
+24,6.191123604081893,3.0540000000195326,5.044743367154669,1.6687749770378655,Iris-virginica
+25,6.185894604794828,3.054000000166261,4.9860460388891,1.6716535053782806,Iris-virginica
+26,5.108947716173161,3.054000000042083,4.899491337512688,1.6654274751372746,Iris-versicolor
+27,6.179366488677549,3.0540000000208978,4.89949348174982,1.6654274752030478,Iris-versicolor
+28,6.179366574388685,3.0540000000308734,4.899870159429505,1.665427671739607,Iris-versicolor
+29,6.179940301973373,3.0540000004251517,4.934941180406597,1.6665540827524594,Iris-virginica
+30,6.179437909049876,3.0540000000062,4.917292716380602,1.6654700434779748,Iris-virginica
+31,5.108947716173048,3.054000000029315,4.899491307657858,1.6654274751356268,Iris-versicolor
+0,6.1793665099401505,3.0540000000212553,4.899639316634048,1.6654274914974483,Iris-versicolor
+1,6.179995528839494,3.0540000003140375,4.936606469681074,1.6664962720300123,Iris-virginica
+2,6.179380629619371,3.0540000000468743,4.908731995733205,1.6654538881965664,Iris-versicolor
+3,5.108947716173047,3.0540000000328664,4.899491306025803,1.6654274751356302,Iris-versicolor
+4,6.193436009996023,3.0540000000101513,5.038976436825663,1.669833941626086,Iris-virginica
+5,6.184950743941187,3.054000000020626,4.998132220495027,1.6673579143971555,Iris-virginica
+6,6.179919312673131,3.0540000012212607,4.935288498563901,1.6667662175144407,Iris-virginica
+7,6.181821021001684,3.0540000000834495,4.963721236555149,1.66740264494482,Iris-virginica
+8,6.190095077519611,3.0540000000495806,5.021145480763135,1.6705881831052933,Iris-virginica
+9,6.188572387333057,3.0540000001548555,4.9876871868298425,1.6789243476422828,Iris-virginica
+10,6.189350426017521,3.054000000046392,5.02439383307267,1.6697027769082537,Iris-virginica
+11,6.189526126857806,3.054000000027465,5.02288810922812,1.6691919141598508,Iris-virginica
+12,6.191098985313825,3.05400000002766,5.028309938237748,1.6699991035829873,Iris-virginica
+13,6.187222862348493,3.0540000001887786,4.998763603451073,1.6725067026772418,Iris-virginica
+14,6.179379156342256,3.0540000001361216,4.907848833611985,1.6654572126061085,Iris-versicolor
+15,6.179366488640077,3.0540000000237093,4.899492206170343,1.6654274751602687,Iris-versicolor
+16,6.179366488644889,3.054000000025349,4.8994923335748375,1.6654274751716094,Iris-versicolor
+17,6.189016441948037,3.0540000001008263,4.994317508306291,1.6766140590439507,Iris-virginica
+18,6.193143309352885,3.0540000000116447,5.019975152927782,1.6704659796683248,Iris-virginica
+19,6.185349416765862,3.054000000007402,4.995212147801011,1.6671107727073464,Iris-virginica
+20,6.180336047040407,3.054000000062806,4.950383204384372,1.6660448982305505,Iris-virginica
+21,5.108947716173232,3.054000000030514,4.899491349419542,1.6654274751379068,Iris-versicolor
+22,6.179432617601041,3.0540000001230223,4.918716725202943,1.6654860729338166,Iris-virginica
+23,6.179366488930684,3.0540000000354515,4.899497851082298,1.6654274758150436,Iris-versicolor
diff --git a/iris/lct_gan/0/22/test.csv b/iris/lct_gan/0/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/22/train.csv b/iris/lct_gan/0/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/22/val.csv b/iris/lct_gan/0/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/23/synth.csv b/iris/lct_gan/0/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa9db75cd2b9bc48e8e47c8631f6fa6b3cfbddc3
--- /dev/null
+++ b/iris/lct_gan/0/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490125956,3.05400000019713,4.899508297685523,1.6654274780223528,Iris-versicolor
+1,5.1089477161730406,3.054000000028344,4.899491304457702,1.6654274751354974,Iris-versicolor
+2,6.179366985509476,3.054000000017691,4.90095865237726,1.6654297928434958,Iris-versicolor
+3,6.17936652280157,3.0540000003509995,4.899662446940975,1.6654276940253165,Iris-versicolor
+4,6.179366488625009,3.0540000000200678,4.899491543083618,1.6654274751412557,Iris-versicolor
+5,6.179380200640795,3.0540000002017593,4.908065386472121,1.6654660027092716,Iris-versicolor
+6,6.179369665290154,3.054000000055734,4.9040168256318735,1.6654354716577346,Iris-versicolor
+7,6.1793667392887786,3.0540000001516416,4.900262723460885,1.665427920450839,Iris-versicolor
+8,5.108947716173035,3.0540000000259804,4.899491302460794,1.6654274751353573,Iris-versicolor
+9,5.108947716173052,3.0540000000299083,4.899491308024853,1.6654274751357705,Iris-versicolor
+10,6.1793708285406925,3.0540000003190455,4.904344739813075,1.6654535518646452,Iris-versicolor
+11,6.190632763210472,3.054000000026394,5.017238780744006,1.6694566094258656,Iris-virginica
+12,6.192822294895498,3.0540000000082546,5.052397179876024,1.6684107449961696,Iris-virginica
+13,6.191312419547408,3.054000000024823,5.051032295590693,1.6688229657511342,Iris-virginica
+14,6.1795681336975266,3.0540000003712517,4.921664513061085,1.6660006084467458,Iris-virginica
+15,6.181374295321481,3.054000000759885,4.958727141576716,1.6686800834234565,Iris-virginica
+16,6.1878180589930425,3.05400000002131,5.010283450191486,1.6683139714826054,Iris-virginica
+17,6.187445580211311,3.0540000001056566,5.038468346328081,1.6684758330633456,Iris-virginica
+18,6.180381530183039,3.05400000027765,4.947502575146523,1.666607163649447,Iris-virginica
+19,5.108947716173373,3.0540000000614413,4.899491372358626,1.6654274751397322,Iris-versicolor
+20,6.179366489090432,3.0540000002748813,4.899499005751542,1.6654274762173678,Iris-versicolor
+21,5.108947716173075,3.0540000000310283,4.899491315857644,1.6654274751362934,Iris-versicolor
+22,6.179366488918385,3.0540000001104244,4.89949771889938,1.6654274756580427,Iris-versicolor
+23,6.17936648863159,3.054000000020163,4.899491871340777,1.6654274751584874,Iris-versicolor
+24,6.182125769064026,3.0540000003461865,4.960062290842774,1.669833031754079,Iris-virginica
+25,5.108947716173074,3.054000000025357,4.899491317351876,1.6654274751355924,Iris-versicolor
+26,6.189330815082797,3.0540000000597507,5.00224912927817,1.6715950476312083,Iris-virginica
+27,5.108947716173145,3.054000000038231,4.899491335069848,1.6654274751371816,Iris-versicolor
+28,6.184835506257055,3.0540000009142374,4.9827331575230165,1.6753478524478802,Iris-virginica
+29,5.108947716173154,3.054000000037457,4.8994913352563305,1.6654274751370421,Iris-versicolor
+30,6.180419243445307,3.0540000002184375,4.946327716707287,1.6666458922433436,Iris-virginica
+31,6.180681436863409,3.0540000012344692,4.949461084228832,1.6680451022654232,Iris-virginica
+0,6.179366489279216,3.054000000039667,4.899502991459664,1.6654274757273215,Iris-versicolor
+1,6.182387902786217,3.054000000395499,4.968465626159318,1.6690781728180277,Iris-virginica
+2,6.179366656848535,3.0540000000480316,4.900160848726812,1.6654279773741452,Iris-versicolor
+3,5.108947716173347,3.0540000000269765,4.899491375490633,1.665427475137739,Iris-versicolor
+4,5.108947716173064,3.0540000000333403,4.899491313633046,1.6654274751358578,Iris-versicolor
+5,5.108947716173041,3.0540000000282075,4.8994913045735204,1.6654274751355078,Iris-versicolor
+6,6.188877677625996,3.0540000000459315,5.0204057135054985,1.6695853120651207,Iris-virginica
+7,5.108947716173145,3.0540000000389247,4.899491333426027,1.6654274751371871,Iris-versicolor
+8,6.1806307854492255,3.054000000038675,4.95248516382938,1.6662215723521947,Iris-virginica
+9,6.190630375374024,3.054000000027576,5.014635806547854,1.6696233594785064,Iris-virginica
+10,6.190060664090448,3.0540000000377523,5.041145248473309,1.6689177914616036,Iris-virginica
+11,6.192152917061552,3.0540000000221443,5.058319895441656,1.6690208198864045,Iris-virginica
+12,6.185798061604249,3.054000000085346,5.012289247647244,1.6684406665714555,Iris-virginica
+13,6.1804195390490015,3.054000000027317,4.956322081917893,1.6659191739845118,Iris-virginica
+14,6.192063379817969,3.0540000000194234,5.031107531418094,1.6695942578483884,Iris-virginica
+15,6.1793708473723425,3.0540000001228185,4.904563773327355,1.665443161195021,Iris-versicolor
+16,6.179370298242469,3.0540000002805114,4.904120559732893,1.6654381517349766,Iris-versicolor
+17,6.1926800035472995,3.0540000000172802,5.060981789375263,1.668848284744379,Iris-virginica
+18,6.190806290248116,3.054000000024661,5.038745022709311,1.6691433622313236,Iris-virginica
+19,6.190795861154563,3.054000000047918,5.000686999571611,1.6742821969765829,Iris-virginica
+20,6.17937184470086,3.0540000000096827,4.906386506167673,1.6654318989317984,Iris-versicolor
+21,5.108947716173131,3.0540000000259915,4.89949133278249,1.6654274751363354,Iris-versicolor
+22,5.108947716173135,3.0540000000328016,4.899491332940388,1.6654274751369609,Iris-versicolor
+23,5.108947716173161,3.0540000000261984,4.899491338173479,1.6654274751372737,Iris-versicolor
+24,6.182467331986958,3.054000000037693,4.996813242576991,1.6664011273953343,Iris-virginica
+25,6.1793664886261155,3.0540000000257868,4.899491595454187,1.6654274751523435,Iris-versicolor
+26,5.108947716173163,3.0540000000284024,4.899491338045554,1.6654274751370655,Iris-versicolor
+27,6.186596650322911,3.054000000071745,5.008000188423388,1.6689084941276098,Iris-virginica
+28,6.1794013959477585,3.0540000001297574,4.911430320537166,1.6655018509966057,Iris-versicolor
+29,6.189009592866209,3.054000000114284,4.993683905385608,1.676288009203941,Iris-virginica
+30,6.179366489373436,3.0540000001605154,4.899504141787696,1.6654274786679275,Iris-versicolor
+31,6.179366489206998,3.05400000005393,4.89950203041061,1.6654274759217542,Iris-versicolor
+0,6.180939021670022,3.0540000000155945,4.959725906792978,1.6660956690681412,Iris-virginica
+1,6.19293965932272,3.054000000010643,5.034770635655773,1.669864417240422,Iris-virginica
+2,6.179459687338339,3.0540000000447263,4.9191239620817875,1.6655248497665287,Iris-virginica
+3,6.189514907163806,3.0540000000699923,5.004469369064304,1.673461719180699,Iris-virginica
+4,6.182996008039742,3.054000000003276,4.980787911947727,1.6664919843958232,Iris-virginica
+5,6.1804641616118925,3.0540000000306216,4.947244405766247,1.666217196779345,Iris-virginica
+6,6.179366488925002,3.0540000000535623,4.899497532504747,1.6654274759386467,Iris-versicolor
+7,5.108947716173039,3.0540000000259235,4.899491304117931,1.6654274751354148,Iris-versicolor
+8,6.18531505074484,3.0540000001159147,4.98003139177387,1.6708354766103668,Iris-virginica
+9,6.180842545234286,3.0540000003803955,4.955768610340423,1.6671044447942767,Iris-virginica
+10,6.179366488622678,3.0540000000208796,4.899491372638593,1.6654274751392997,Iris-versicolor
+11,6.1882838593033895,3.0540000000219414,5.043469820343894,1.6675989336189974,Iris-virginica
+12,6.192137717175354,3.054000000022231,5.068197174714643,1.6685510019087668,Iris-virginica
+13,6.179367017312927,3.0540000000507965,4.9008570342777436,1.6654285874442212,Iris-versicolor
+14,6.179406121486436,3.054000000028561,4.913522933462051,1.6654670474906539,Iris-virginica
+15,5.1089477161730565,3.0540000000266563,4.899491310959223,1.6654274751357583,Iris-versicolor
+16,6.18140463687947,3.054000000090315,4.968733385161478,1.6666280355463987,Iris-virginica
+17,6.179366488625123,3.0540000000323837,4.899491566461144,1.665427475146344,Iris-versicolor
+18,6.181225423828072,3.054000000014116,4.9637889611100885,1.666171319715464,Iris-virginica
+19,5.10894771617304,3.054000000030221,4.899491303652884,1.6654274751354692,Iris-versicolor
+20,6.1794469375498995,3.0540000000461673,4.915271102458494,1.6656198572551306,Iris-virginica
+21,6.188583303754398,3.0540000000286165,5.029536209181917,1.6685470954950432,Iris-virginica
+22,6.179366546211183,3.054000000018645,4.899790040055732,1.665427614855182,Iris-versicolor
+23,6.188310955843934,3.0540000000668264,5.022444579054194,1.6693515349105856,Iris-virginica
+24,6.185171142639643,3.054000000013118,5.01849905779434,1.6667654485482062,Iris-virginica
+25,6.191675798755034,3.0540000000234753,5.04503720292452,1.669596216662933,Iris-virginica
+26,6.179520539618149,3.0540000000108862,4.92765750145092,1.6654907001769166,Iris-virginica
+27,6.179366569793457,3.0540000000216985,4.899910483274595,1.6654278721025477,Iris-versicolor
+28,6.191410665945123,3.0540000000035437,5.028671210905149,1.6675119837459376,Iris-virginica
+29,5.1089477161730725,3.054000000030933,4.899491315362816,1.665427475136144,Iris-versicolor
+30,6.19383648746731,3.0540000000079535,5.024323382025954,1.6701106626186206,Iris-virginica
+31,6.179366489034541,3.054000000029307,4.899499532400014,1.6654274756384457,Iris-versicolor
+0,6.179366490444987,3.0540000001387275,4.8995123878857845,1.665427477861461,Iris-versicolor
+1,6.189166451062504,3.0540000000242955,5.0400614930053225,1.6682223299163286,Iris-virginica
+2,5.108947716173074,3.054000000032133,4.899491315296948,1.6654274751361828,Iris-versicolor
+3,5.108947716173047,3.054000000029403,4.8994913068631565,1.6654274751356066,Iris-versicolor
+4,6.188120113680449,3.054000000087324,5.025758179563752,1.6695447854442365,Iris-virginica
+5,6.186073994406687,3.054000000010356,4.992122657411483,1.6679269830566987,Iris-virginica
+6,6.1793664887031925,3.0540000000636804,4.899493902269516,1.6654274753395277,Iris-versicolor
+7,6.184972057734457,3.0540000001686596,4.991491562112825,1.669841346214233,Iris-virginica
+8,6.179374161421694,3.054000000095852,4.907492498802544,1.6654369053526221,Iris-versicolor
+9,6.191201254431628,3.0540000000221394,5.043824677000827,1.6690244744641962,Iris-virginica
+10,6.179366490652114,3.054000000156659,4.899515609552058,1.665427479592172,Iris-versicolor
+11,6.179366488632224,3.054000000025699,4.899491890674322,1.6654274751650708,Iris-versicolor
+12,6.1821415964108954,3.0540000000376852,4.974101653615884,1.6667428592729396,Iris-virginica
+13,6.191828723470091,3.0540000000144834,5.0290571595738225,1.6702001037302077,Iris-virginica
+14,6.179366488623796,3.0540000000245713,4.899491473735296,1.665427475141465,Iris-versicolor
+15,6.192827724521849,3.054000000004932,5.058292042702256,1.6677634424338015,Iris-virginica
+16,6.1794618063688915,3.0540000002998315,4.918468891165065,1.6656086474336982,Iris-virginica
+17,6.1893033594953115,3.0540000000944167,4.9937137779801555,1.6762542016065047,Iris-virginica
+18,6.189190107724207,3.0540000000271257,5.015476766672343,1.668850935648926,Iris-virginica
+19,6.1793694040694795,3.054000000554455,4.90320457496553,1.6654387723525141,Iris-versicolor
+20,5.1089477161730406,3.0540000000292786,4.899491304230587,1.6654274751355045,Iris-versicolor
+21,6.192173057154776,3.054000000021873,5.019947300188382,1.6699157134669025,Iris-virginica
+22,6.179985797360202,3.0540000001863317,4.941455822965266,1.6660426807998758,Iris-virginica
+23,6.192726644790609,3.054000000015086,5.055775615859784,1.6687436056217082,Iris-virginica
diff --git a/iris/lct_gan/0/23/test.csv b/iris/lct_gan/0/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/23/train.csv b/iris/lct_gan/0/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/23/val.csv b/iris/lct_gan/0/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/24/synth.csv b/iris/lct_gan/0/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98d848fd5905722fe65a75755fcdcb500a5ffc72
--- /dev/null
+++ b/iris/lct_gan/0/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187590734174532,3.0540000002496694,4.985674004083283,1.6794915694370196,Iris-virginica
+1,6.191279999351647,3.0540000000191965,5.054014552308191,1.6683913332378344,Iris-virginica
+2,5.10894771617347,3.054000000034856,4.899491396593873,1.6654274751398574,Iris-versicolor
+3,5.108947716173085,3.054000000030317,4.8994913186341575,1.665427475136245,Iris-versicolor
+4,6.184626943209825,3.054000000307726,4.980133478879999,1.6718134046779087,Iris-virginica
+5,6.18536119489986,3.0540000003018872,5.006640306875264,1.66959294218407,Iris-virginica
+6,6.184922729913703,3.0540000001611185,4.995519384653155,1.6691586754873136,Iris-virginica
+7,6.179366502822704,3.054000000080147,4.899586533066449,1.6654275061236417,Iris-versicolor
+8,5.108947716173102,3.0540000000327105,4.899491323870757,1.6654274751366989,Iris-versicolor
+9,6.1793664886238595,3.0540000000322163,4.899491478497714,1.6654274751450109,Iris-versicolor
+10,6.179366488639768,3.0540000000349363,4.899492185135084,1.6654274751866316,Iris-versicolor
+11,6.192287685853467,3.0540000000151237,5.051523564384416,1.6688428705777152,Iris-virginica
+12,5.108947716173081,3.0540000000328273,4.899491319728665,1.6654274751359286,Iris-versicolor
+13,6.185772485610067,3.0540000003332586,4.988569306974703,1.673331345248085,Iris-virginica
+14,6.179624243017366,3.054000000513243,4.926281070222773,1.6659932091094287,Iris-virginica
+15,6.183286208252102,3.0540000000908107,4.976588458000669,1.668122684453561,Iris-virginica
+16,6.180671476360973,3.054000000016916,4.946338703968878,1.6664189300546097,Iris-virginica
+17,6.18648479569757,3.054000000156451,4.997718356552738,1.6713027699072969,Iris-virginica
+18,6.18240784488074,3.0540000000427425,4.98933983481274,1.6665486921380628,Iris-virginica
+19,6.191074268940764,3.0540000000205136,5.026018384432729,1.6705014092115122,Iris-virginica
+20,6.181500272169314,3.0540000000330974,4.957380511028769,1.6670709620346056,Iris-virginica
+21,5.108947716173042,3.0540000000322483,4.899491304552629,1.6654274751355411,Iris-versicolor
+22,6.185548625768825,3.0540000000626395,5.031250021880592,1.6672718572671807,Iris-virginica
+23,6.192269722351597,3.054000000006637,5.040862856464819,1.6682924657135936,Iris-virginica
+24,6.188428109026064,3.054000000065482,5.023074436175394,1.6695480497273125,Iris-virginica
+25,6.179423523048799,3.0540000000477785,4.917885070169658,1.6654659292231389,Iris-virginica
+26,6.189953542610112,3.0540000000520533,5.0043445757846765,1.673126029836093,Iris-virginica
+27,6.188549532426657,3.054000000049871,5.002071913566035,1.670266789884994,Iris-virginica
+28,5.108947716173066,3.054000000028424,4.899491313341243,1.6654274751359615,Iris-versicolor
+29,5.108947716173039,3.0540000000291436,4.899491303428987,1.6654274751354443,Iris-versicolor
+30,5.108947716173035,3.054000000028888,4.899491301720822,1.6654274751353715,Iris-versicolor
+31,5.108947716173083,3.0540000000262113,4.8994913193077965,1.665427475135703,Iris-versicolor
+0,5.108947716173052,3.0540000000328025,4.899491309454083,1.6654274751355955,Iris-versicolor
+1,6.193778274454846,3.0540000000117455,5.095233504922735,1.6677760048665344,Iris-virginica
+2,6.179366488879622,3.0540000000792262,4.8994966364547885,1.6654274755497627,Iris-versicolor
+3,5.10894771617305,3.0540000000263277,4.899491309211451,1.6654274751355869,Iris-versicolor
+4,6.195358156287325,3.0540000000048675,5.054867443960919,1.6688622713246009,Iris-virginica
+5,6.193134268341775,3.054000000010191,5.042014761720408,1.669081052516029,Iris-virginica
+6,6.192107470782235,3.0540000000165652,5.039196457208025,1.6697974052282922,Iris-virginica
+7,6.193050634805941,3.054000000014881,5.062009989446566,1.6688585347726839,Iris-virginica
+8,6.179383051140979,3.0540000000242244,4.908641198397931,1.6654722952811956,Iris-versicolor
+9,6.179379140864077,3.054000000026181,4.907412804417159,1.665449620996964,Iris-versicolor
+10,6.193418138521718,3.054000000012282,5.070264468317518,1.6683941462553902,Iris-virginica
+11,6.181677630028658,3.054000000004114,4.980369801932234,1.6659598861687144,Iris-virginica
+12,6.181197653290188,3.054000000002674,4.978111979082833,1.6657778155955858,Iris-virginica
+13,5.108947716173041,3.0540000000271235,4.899491304563079,1.6654274751354787,Iris-versicolor
+14,6.179371559253913,3.0540000000162246,4.906312031825893,1.665431873715945,Iris-versicolor
+15,5.108947716173427,3.054000000032021,4.899491386058352,1.6654274751391402,Iris-versicolor
+16,6.179366488697406,3.054000000038357,4.899493845849219,1.6654274752465867,Iris-versicolor
+17,6.179366490332942,3.054000000020853,4.899514582044369,1.6654274778645364,Iris-versicolor
+18,6.179366488630511,3.054000000017376,4.899491826418689,1.665427475166495,Iris-versicolor
+19,6.185758193450309,3.0540000003941348,5.000832454155904,1.6714368432791644,Iris-virginica
+20,6.187680267235044,3.0540000000531013,5.02646450352316,1.6686934087049519,Iris-virginica
+21,6.193529231130931,3.0540000000106198,5.061319686753064,1.6688373067369024,Iris-virginica
+22,6.179366488693293,3.0540000000174423,4.899493622909055,1.6654274752793539,Iris-versicolor
+23,5.10894771617304,3.054000000026712,4.89949130463767,1.6654274751354496,Iris-versicolor
+24,6.189464476058036,3.054000000070777,5.020679475792306,1.6706930916331655,Iris-virginica
+25,6.188535413167172,3.0540000000361984,5.012719232910182,1.6690537437130477,Iris-virginica
+26,6.179366488622727,3.0540000000265577,4.899491379938917,1.665427475139774,Iris-versicolor
+27,5.108947716173049,3.0540000000304395,4.899491307343927,1.665427475135723,Iris-versicolor
+28,5.108947716173201,3.05400000004446,4.8994913467517875,1.665427475137156,Iris-versicolor
+29,6.179366499855184,3.0540000000757948,4.89957574559679,1.665427519135557,Iris-versicolor
+30,6.179366488912815,3.054000000023617,4.899498428916155,1.6654274754846292,Iris-versicolor
+31,6.192283447008037,3.0540000000179837,5.039070738422014,1.6697257961398462,Iris-virginica
+0,5.108947716173048,3.0540000000281933,4.899491307867815,1.6654274751354803,Iris-versicolor
+1,6.189559416435186,3.0540000000713317,4.998112284587257,1.6751754302751716,Iris-virginica
+2,5.108947716173098,3.0540000000279584,4.899491324485678,1.665427475135933,Iris-versicolor
+3,6.182697448656872,3.0540000000622065,4.980106013852732,1.667239959340597,Iris-virginica
+4,6.179366575960927,3.0540000003339913,4.899839931415884,1.6654283108812162,Iris-versicolor
+5,5.1089477161730565,3.0540000000315226,4.899491309976969,1.6654274751358193,Iris-versicolor
+6,6.180470276216144,3.054000000009299,4.961557277562593,1.6657490797393164,Iris-virginica
+7,6.179371400632863,3.054000001085812,4.904490425773963,1.6654453271768,Iris-versicolor
+8,6.179366488625384,3.054000000026909,4.899491567993631,1.6654274751426552,Iris-versicolor
+9,6.179366488624227,3.0540000000249066,4.899491501972973,1.6654274751431248,Iris-versicolor
+10,6.179366488705032,3.0540000000213787,4.8994939877513906,1.6654274753635356,Iris-versicolor
+11,5.108947716173326,3.0540000000319814,4.899491369687932,1.665427475139121,Iris-versicolor
+12,6.17947455913668,3.054000000142202,4.918208700366287,1.665639307158453,Iris-virginica
+13,6.190214923205202,3.054000000040467,5.020583260648974,1.6702055768285187,Iris-virginica
+14,6.191762247497752,3.054000000035991,5.014470816274768,1.671113859516137,Iris-virginica
+15,6.186896902803829,3.0540000000102245,5.047085123427561,1.6667224552606408,Iris-virginica
+16,6.179366494578113,3.054000000067683,4.899543924090453,1.6654274830805071,Iris-versicolor
+17,6.188816454196662,3.054000000090193,5.00657563399002,1.6725490755511854,Iris-virginica
+18,6.179367902331874,3.0540000000142955,4.902636141881681,1.6654292447600194,Iris-versicolor
+19,5.108947716173153,3.0540000000242897,4.899491335024854,1.6654274751372011,Iris-versicolor
+20,6.179366488630052,3.0540000000518006,4.899491784793541,1.6654274751585343,Iris-versicolor
+21,6.1793664899393566,3.0540000005235655,4.899506734385108,1.6654274794527943,Iris-versicolor
+22,6.17936648863109,3.0540000000242213,4.899491843715502,1.6654274751566418,Iris-versicolor
+23,6.190364019015802,3.054000000028474,5.035001799635263,1.6689806386987742,Iris-virginica
+24,5.108947716173109,3.0540000000251784,4.899491324900004,1.6654274751366398,Iris-versicolor
+25,6.187274334341801,3.0540000001003302,4.999727937328508,1.6702402494365003,Iris-virginica
+26,5.10894771617304,3.0540000000285854,4.899491304146682,1.6654274751354312,Iris-versicolor
+27,6.189591072523283,3.0540000000595326,5.035519220237736,1.669593387536034,Iris-virginica
+28,5.108947716173102,3.0540000000252827,4.899491322275538,1.6654274751366487,Iris-versicolor
+29,5.10894771617304,3.0540000000277203,4.899491303783663,1.6654274751354792,Iris-versicolor
+30,5.108947716173066,3.054000000028669,4.8994913131521765,1.6654274751359923,Iris-versicolor
+31,5.108947716173547,3.0540000000246548,4.899491403012608,1.6654274751384377,Iris-versicolor
+0,6.179366488737511,3.054000000045058,4.89949463636601,1.6654274752655331,Iris-versicolor
+1,6.180402100958297,3.0540000000266003,4.961156564565738,1.6657993955134565,Iris-virginica
+2,6.191318878209262,3.054000000021587,5.029487820206284,1.6690507522692242,Iris-virginica
+3,6.181488473119961,3.0540000000686875,4.961338901830088,1.6670000475851088,Iris-virginica
+4,6.187608124595655,3.054000000209971,4.9899014358381715,1.6754906733969215,Iris-virginica
+5,6.1793664915378015,3.054000000154148,4.8995223484518995,1.6654274828023063,Iris-versicolor
+6,6.190589792612095,3.0540000000352707,5.018211212802295,1.6712359936217558,Iris-virginica
+7,5.108947716173041,3.054000000027212,4.8994913045386195,1.6654274751354876,Iris-versicolor
+8,5.108947716173044,3.054000000030281,4.899491305023263,1.6654274751355929,Iris-versicolor
+9,6.179366891483012,3.0540000006008836,4.9004334523230115,1.665430631118179,Iris-versicolor
+10,5.108947716173046,3.0540000000266203,4.899491306997052,1.6654274751354963,Iris-versicolor
+11,5.108947716173209,3.0540000000296277,4.899491349141716,1.6654274751365974,Iris-versicolor
+12,6.185592785753764,3.0540000002973664,4.991755581568921,1.6709449165536885,Iris-virginica
+13,6.179366488645349,3.0540000000832723,4.899492362074012,1.6654274752095317,Iris-versicolor
+14,5.108947716173036,3.0540000000287253,4.899491302051612,1.6654274751353901,Iris-versicolor
+15,5.108947716173369,3.0540000000260896,4.899491372591157,1.66542747513898,Iris-versicolor
+16,5.108947716173263,3.0540000000341925,4.899491357881254,1.665427475138788,Iris-versicolor
+17,6.179366715841619,3.0540000001603786,4.900248036860778,1.6654279955682976,Iris-versicolor
+18,6.179366489461401,3.0540000000887244,4.89950620296947,1.6654274779082523,Iris-versicolor
+19,6.182810374845604,3.0540000000560394,4.980475553543368,1.6672098397631332,Iris-virginica
+20,6.191512375925749,3.054000000021936,5.050879199325317,1.668756610959416,Iris-virginica
+21,6.185843835557474,3.054000000178202,4.991190853832736,1.6706278961023975,Iris-virginica
+22,6.189508741316932,3.054000000024416,5.022050550964932,1.668844233346568,Iris-virginica
+23,6.191346019369233,3.054000000024338,5.0178740908487605,1.6713176231293898,Iris-virginica
diff --git a/iris/lct_gan/0/24/test.csv b/iris/lct_gan/0/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/24/train.csv b/iris/lct_gan/0/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/24/val.csv b/iris/lct_gan/0/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/25/synth.csv b/iris/lct_gan/0/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..887fa9a96f7d8aedb29cc9aacc2aa5e50a43f0a7
--- /dev/null
+++ b/iris/lct_gan/0/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488729624,3.05400000017518,4.899494245127739,1.6654274754537863,Iris-versicolor
+1,6.179366488675431,3.0540000000806162,4.899493220357068,1.665427475268758,Iris-versicolor
+2,5.108947716173068,3.0540000000301446,4.8994913151192305,1.6654274751358429,Iris-versicolor
+3,5.108947716173042,3.054000000028938,4.899491304852729,1.6654274751355291,Iris-versicolor
+4,6.179366499760456,3.0540000006295607,4.899564885021946,1.6654275115892123,Iris-versicolor
+5,6.179366489654914,3.0540000000163054,4.899509986666581,1.6654274763086738,Iris-versicolor
+6,6.18032660306011,3.0540000003371057,4.950950142705062,1.6663936030066933,Iris-virginica
+7,6.188634254955348,3.0540000001117957,5.000206173991808,1.6735397976997344,Iris-virginica
+8,6.179366488622725,3.0540000000196925,4.899491376356697,1.6654274751394902,Iris-versicolor
+9,6.191063897713029,3.0540000000148764,5.019478631259991,1.6688662260663536,Iris-virginica
+10,6.179366488628172,3.0540000000410954,4.899491684340109,1.6654274751513438,Iris-versicolor
+11,6.18559348223511,3.0540000001625898,5.008162827409986,1.668816006311035,Iris-virginica
+12,5.10894771617304,3.0540000000254386,4.899491305188348,1.665427475135364,Iris-versicolor
+13,5.108947716173152,3.0540000000308134,4.899491338599295,1.665427475136856,Iris-versicolor
+14,6.185462413369627,3.0540000000557117,4.991422811996758,1.6688213595068944,Iris-virginica
+15,6.179450700058996,3.054000000513777,4.917554156300327,1.6656147382564923,Iris-virginica
+16,6.179400800832357,3.0540000000149266,4.911775242070677,1.665464656001969,Iris-virginica
+17,6.1905677297005,3.0540000000359098,5.022015932023459,1.670974362393566,Iris-virginica
+18,6.179366488680595,3.0540000000356953,4.899493367072971,1.6654274752130982,Iris-versicolor
+19,5.108947716173063,3.0540000000290957,4.899491311576005,1.6654274751359053,Iris-versicolor
+20,6.179366501642498,3.054000000211027,4.8995744694652155,1.665427503968061,Iris-versicolor
+21,6.1820705122628015,3.0540000000431977,4.989229818368138,1.6663909278361737,Iris-virginica
+22,5.108947716173085,3.0540000000279135,4.899491319731796,1.665427475136142,Iris-versicolor
+23,5.108947716173043,3.0540000000299283,4.899491304468742,1.6654274751355422,Iris-versicolor
+24,6.193303983904425,3.054000000012753,5.089554547727513,1.6677823152428508,Iris-virginica
+25,6.179590951805973,3.054000000346501,4.923320381556059,1.6660258715161005,Iris-virginica
+26,6.179366489142061,3.054000000016901,4.899500953435091,1.665427476009973,Iris-versicolor
+27,6.1806000164336545,3.0540000004018744,4.952933409083124,1.6668703163948893,Iris-virginica
+28,6.180449090965164,3.054000000024023,4.947231948950602,1.6662315385297972,Iris-virginica
+29,6.17936648864035,3.054000000084893,4.8994921838394765,1.6654274752090863,Iris-versicolor
+30,6.180026568360333,3.054000000033476,4.947663803986571,1.6657521346009334,Iris-virginica
+31,6.179366490405029,3.05400000008995,4.89951439204631,1.665427479873132,Iris-versicolor
+0,5.108947716173151,3.0540000000287066,4.899491333343375,1.665427475137162,Iris-versicolor
+1,6.193463915263656,3.0540000000120266,5.064176749971958,1.6688254278297112,Iris-virginica
+2,6.179366488623759,3.0540000000344674,4.899491472585656,1.6654274751424414,Iris-versicolor
+3,6.179366519978152,3.0540000000828105,4.899672122535191,1.6654275867710295,Iris-versicolor
+4,6.19313919042216,3.0540000000135175,5.0574107355021924,1.6689392976384467,Iris-virginica
+5,5.108947716173092,3.054000000033461,4.899491321120752,1.6654274751363414,Iris-versicolor
+6,6.179816185241417,3.0540000001671594,4.931405530279398,1.6661672575101192,Iris-virginica
+7,6.179366488740801,3.0540000001754772,4.899494355065286,1.665427475398929,Iris-versicolor
+8,6.179366488698623,3.0540000001830494,4.899493906694125,1.6654274754734868,Iris-versicolor
+9,6.1923827266243245,3.054000000003564,5.043692479670133,1.6676961139444517,Iris-virginica
+10,6.186748741212453,3.0540000000629473,5.027632592633612,1.6681295131836744,Iris-virginica
+11,5.108947716173285,3.054000000043926,4.8994913573081575,1.6654274751386662,Iris-versicolor
+12,6.187338492195545,3.0540000000417145,5.026824725615747,1.6681861128505748,Iris-virginica
+13,6.179366488625154,3.054000000023595,4.899491540906714,1.6654274751487894,Iris-versicolor
+14,6.179366866568497,3.054000000014677,4.900828254957154,1.6654279321930696,Iris-versicolor
+15,6.191578461478115,3.0540000000212046,5.033941919730597,1.6701678303947571,Iris-virginica
+16,6.179366488662998,3.054000000015318,4.899492909946866,1.6654274752163076,Iris-versicolor
+17,6.181230680031265,3.0540000000090037,4.964361949616087,1.666078995694203,Iris-virginica
+18,6.180323222267148,3.05400000017914,4.9549573914886285,1.6661254455064032,Iris-virginica
+19,6.179369312463353,3.054000002932302,4.902815797014463,1.6654523885620214,Iris-versicolor
+20,6.187855502360074,3.05400000008236,5.009510052032977,1.6699341568294153,Iris-virginica
+21,6.181035378539639,3.0540000004474894,4.956068862120741,1.6675449681355539,Iris-virginica
+22,6.179366488626573,3.0540000000603764,4.899491626103929,1.665427475156092,Iris-versicolor
+23,5.108947716173102,3.054000000027932,4.899491324898516,1.6654274751360358,Iris-versicolor
+24,6.189783000193732,3.054000000053416,5.0098465236306735,1.6718542677597548,Iris-virginica
+25,6.179442230979379,3.054000000182374,4.916948995504021,1.6655649364774503,Iris-virginica
+26,6.182354113680423,3.0540000000085756,5.001457664984922,1.6660301711813181,Iris-virginica
+27,5.108947716173037,3.054000000025934,4.899491303690639,1.66542747513536,Iris-versicolor
+28,6.191744943526766,3.054000000026498,5.050150262993735,1.6694023405158092,Iris-virginica
+29,6.193691012801969,3.054000000017063,5.021972258127643,1.6705533424707468,Iris-virginica
+30,6.19046816702973,3.0540000000401206,5.031242004994217,1.6699224496192724,Iris-virginica
+31,6.192616390189983,3.054000000010332,5.0739769495714295,1.6678470819388294,Iris-virginica
+0,6.18841160750756,3.0540000000971754,5.0321527282890575,1.6694461440625452,Iris-virginica
+1,6.1793794473639085,3.05400000007474,4.9091685212933625,1.665442138747191,Iris-versicolor
+2,6.179366488628418,3.0540000000755,4.899491734612257,1.6654274751625102,Iris-versicolor
+3,6.180630520259944,3.054000000079278,4.953115858909061,1.6664657546129507,Iris-virginica
+4,6.179370082937536,3.0540000000058356,4.904785137804502,1.6654372672512752,Iris-versicolor
+5,5.108947716173238,3.0540000000319196,4.899491352976953,1.665427475138449,Iris-versicolor
+6,5.108947716173297,3.0540000000364227,4.899491367596566,1.665427475137913,Iris-versicolor
+7,6.179370009010061,3.0540000000804723,4.904490723202323,1.6654328185726435,Iris-versicolor
+8,6.179366488633137,3.054000000059702,4.899491884511215,1.6654274751653986,Iris-versicolor
+9,6.179366488624377,3.054000000029086,4.8994914991608605,1.6654274751467062,Iris-versicolor
+10,5.108947716173069,3.0540000000288625,4.899491314592789,1.665427475135904,Iris-versicolor
+11,6.179366488631131,3.0540000000372265,4.899491826393737,1.6654274751671072,Iris-versicolor
+12,6.18704991118031,3.0540000000148426,5.017741605860677,1.6676463680893,Iris-virginica
+13,6.188921516908814,3.054000000071304,5.01129726739332,1.6708796027517945,Iris-virginica
+14,6.179366490131761,3.054000000014985,4.899516683287126,1.6654274768875033,Iris-versicolor
+15,6.179366488624118,3.054000000021647,4.899491494179717,1.6654274751407852,Iris-versicolor
+16,6.1909945033513845,3.054000000027173,5.038493134890941,1.6691860042740365,Iris-virginica
+17,5.1089477161730406,3.054000000029777,4.899491303627901,1.6654274751354914,Iris-versicolor
+18,5.108947716173394,3.054000000033692,4.899491377036258,1.6654274751394886,Iris-versicolor
+19,6.189706486244993,3.0540000000327607,5.009140087109679,1.6697548406735583,Iris-virginica
+20,6.1793664886266635,3.054000000030519,4.8994916186093125,1.6654274751533331,Iris-versicolor
+21,6.179370352250316,3.0540000000112117,4.9047849662262495,1.665431499696254,Iris-versicolor
+22,5.108947716173042,3.0540000000285024,4.899491304458608,1.6654274751355114,Iris-versicolor
+23,6.1855346773180795,3.0540000000706122,4.988840836790032,1.6691651844775552,Iris-virginica
+24,5.108947716173037,3.054000000025873,4.899491302998292,1.665427475135368,Iris-versicolor
+25,5.108947716173062,3.0540000000271608,4.899491313468503,1.6654274751355505,Iris-versicolor
+26,5.108947716173044,3.0540000000295993,4.8994913051108,1.6654274751355735,Iris-versicolor
+27,6.190264965982534,3.0540000000423415,5.0224627765107845,1.6709418802484035,Iris-virginica
+28,5.108947716173074,3.054000000029339,4.899491316548158,1.6654274751359988,Iris-versicolor
+29,6.190199203223825,3.0540000000108765,5.039406797293891,1.667996895974066,Iris-virginica
+30,6.179366639819894,3.054000000223678,4.899983365045794,1.665427892797207,Iris-versicolor
+31,5.108947716173037,3.0540000000256122,4.899491303723682,1.6654274751353746,Iris-versicolor
+0,5.108947716173035,3.054000000027895,4.899491301961161,1.6654274751353733,Iris-versicolor
+1,6.188547065809036,3.0540000000572944,5.033019289921204,1.668915166250439,Iris-virginica
+2,5.108947716173626,3.054000000039092,4.899491411593267,1.6654274751399445,Iris-versicolor
+3,6.17936653338774,3.0540000005324437,4.899676342593184,1.665427571055149,Iris-versicolor
+4,6.179465961117162,3.054000000154544,4.91643220337041,1.6656696596076856,Iris-virginica
+5,6.1793664886240975,3.0540000000279557,4.899491489441762,1.6654274751401454,Iris-versicolor
+6,6.189500521582125,3.0540000000573686,5.027705670117363,1.6699932609893655,Iris-virginica
+7,6.179443913608855,3.0540000000578136,4.91624543555692,1.6655675873182738,Iris-virginica
+8,6.181516164702376,3.0540000001417087,4.958935111615832,1.6676063445285325,Iris-virginica
+9,6.19078632096363,3.0540000000341494,5.012510631275495,1.6715865374119492,Iris-virginica
+10,6.188773600027099,3.054000000020086,5.032046457643939,1.6681326076049439,Iris-virginica
+11,6.1793664901579115,3.054000000139319,4.899510012443625,1.6654274786289516,Iris-versicolor
+12,6.18286413497883,3.0540000003956256,4.9696530070751255,1.6698503364511308,Iris-virginica
+13,6.185999108369804,3.0540000000254666,5.009004575465585,1.667621099871073,Iris-virginica
+14,6.187592986758346,3.0540000001342005,5.025318026237441,1.6694746139617178,Iris-virginica
+15,6.179366510011302,3.0540000000130667,4.899652123775649,1.6654275097058047,Iris-versicolor
+16,6.179459871404363,3.0540000008449364,4.918004959203468,1.6656619143273252,Iris-virginica
+17,6.179366488637169,3.0540000000746153,4.899492068493497,1.66542747519673,Iris-versicolor
+18,6.190878205607306,3.0540000000296863,5.010812427116907,1.6720010169415036,Iris-virginica
+19,6.179366488623442,3.054000000035337,4.899491455032725,1.665427475141939,Iris-versicolor
+20,6.186637451301717,3.054000000129793,4.992806343985028,1.6713845307366637,Iris-virginica
+21,6.179366488638012,3.054000000022669,4.899492123642565,1.6654274751573723,Iris-versicolor
+22,6.179366689890207,3.0540000000496637,4.9002165314392485,1.6654276605030585,Iris-versicolor
+23,6.189573814566081,3.0540000000585805,5.029903247503949,1.6701086291709173,Iris-virginica
diff --git a/iris/lct_gan/0/25/test.csv b/iris/lct_gan/0/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/25/train.csv b/iris/lct_gan/0/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/25/val.csv b/iris/lct_gan/0/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/26/synth.csv b/iris/lct_gan/0/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dcc70e81fc235810935dbfc75cade871e72f2e5
--- /dev/null
+++ b/iris/lct_gan/0/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488671205,3.0540000000228864,4.899493169096111,1.6654274751969038,Iris-versicolor
+1,6.17937115476101,3.054000000025649,4.9050086452510335,1.665442651544284,Iris-versicolor
+2,6.18002987512165,3.054000001193503,4.935261202379015,1.6673626627789466,Iris-virginica
+3,6.17936648862551,3.0540000001027536,4.899491578935806,1.6654274751556266,Iris-versicolor
+4,6.179366488633419,3.0540000000266656,4.899491914480138,1.6654274751731029,Iris-versicolor
+5,6.180970882728605,3.0540000003953574,4.960262644214491,1.6670406491450254,Iris-virginica
+6,6.179366824089563,3.0540000024741865,4.900221676295231,1.6654304160358677,Iris-versicolor
+7,5.108947716173305,3.054000000031097,4.899491367836964,1.6654274751381226,Iris-versicolor
+8,5.108947716173037,3.054000000027965,4.899491302675509,1.6654274751354075,Iris-versicolor
+9,6.19113786835451,3.054000000035437,5.00475021022426,1.6727976292554971,Iris-virginica
+10,6.17936733863742,3.054000000026849,4.901662219750299,1.6654284353891966,Iris-versicolor
+11,5.108947716173195,3.054000000028927,4.899491346888864,1.6654274751378175,Iris-versicolor
+12,5.108947716173048,3.0540000000289087,4.899491306366872,1.6654274751356761,Iris-versicolor
+13,6.179367714937571,3.0540000001425036,4.901874422574097,1.665430613314583,Iris-versicolor
+14,5.10894771617312,3.054000000032792,4.899491329045263,1.6654274751365443,Iris-versicolor
+15,5.10894771617304,3.0540000000260528,4.899491304323903,1.6654274751354463,Iris-versicolor
+16,6.183258504817651,3.0540000000063556,5.008844650463923,1.6661887681731085,Iris-virginica
+17,6.184970094131143,3.0540000001784104,5.001330970665156,1.6687355839845486,Iris-virginica
+18,6.192794838610834,3.054000000015706,5.019492763992601,1.6697598121391628,Iris-virginica
+19,6.179366502400743,3.0540000000165817,4.899610329020782,1.6654274929375237,Iris-versicolor
+20,5.108947716173066,3.0540000000280036,4.89949131267745,1.6654274751359825,Iris-versicolor
+21,6.179367392973772,3.0540000003133096,4.901237459025611,1.665430847485319,Iris-versicolor
+22,6.17936648865416,3.0540000000581853,4.899492638571884,1.6654274752484763,Iris-versicolor
+23,6.179367067327699,3.054000000016414,4.901057377389941,1.6654286686017874,Iris-versicolor
+24,6.1793664945169695,3.054000000070351,4.899541021513562,1.6654274829370852,Iris-versicolor
+25,6.182334427450418,3.0540000000285907,4.977185159481029,1.6666458934668378,Iris-virginica
+26,6.183398904023332,3.0540000002529735,4.991866704869131,1.6683176676592069,Iris-virginica
+27,6.1886770735688055,3.054000000094986,5.008558794059916,1.6722251978215783,Iris-virginica
+28,6.183422222902041,3.054000000139001,4.976607324573361,1.668664887419014,Iris-virginica
+29,6.179374475856017,3.054000000039027,4.906417018956247,1.6654410284037138,Iris-versicolor
+30,5.108947716173088,3.0540000000316594,4.899491320361524,1.6654274751361544,Iris-versicolor
+31,6.189314973095178,3.0540000000728744,5.003277354363159,1.673626756341171,Iris-virginica
+0,6.19142115429885,3.0540000000193093,5.01356644645618,1.6717844147936134,Iris-virginica
+1,5.108947716173038,3.054000000028285,4.8994913031183005,1.6654274751354265,Iris-versicolor
+2,6.19097321500513,3.0540000000248564,5.0375688291645835,1.6693055963661108,Iris-virginica
+3,6.179366489305639,3.054000000019931,4.899503398346565,1.6654274767494834,Iris-versicolor
+4,5.108947716173044,3.054000000029734,4.899491305570812,1.6654274751355538,Iris-versicolor
+5,5.108947716173056,3.0540000000279823,4.899491309125665,1.6654274751358706,Iris-versicolor
+6,6.186158346036403,3.054000000068995,5.020339377210134,1.6679911855178402,Iris-virginica
+7,6.19042506117872,3.0540000000370986,5.014778684722485,1.6707900935323523,Iris-virginica
+8,6.184396841877839,3.0540000000795913,4.989412793481482,1.668325167476002,Iris-virginica
+9,6.18923202139994,3.054000000060189,5.023360992962608,1.6699566756517954,Iris-virginica
+10,6.179366488665912,3.054000000119684,4.899492884788333,1.6654274752421274,Iris-versicolor
+11,6.179446282730416,3.0540000000450838,4.9160698316641795,1.6655783894484295,Iris-virginica
+12,6.191932940504692,3.05400000001643,5.03021631879836,1.670318626080339,Iris-virginica
+13,6.179366488630486,3.054000000080375,4.899491799022232,1.6654274751615974,Iris-versicolor
+14,6.180142271323983,3.0540000000317797,4.9411304762044335,1.6660614123463,Iris-virginica
+15,6.179366488632186,3.05400000003996,4.899491854029077,1.6654274751610323,Iris-versicolor
+16,6.179368419281835,3.0540000000600167,4.90262728508263,1.6654323902783104,Iris-versicolor
+17,6.179366489109133,3.054000000033055,4.899500803620149,1.6654274755676937,Iris-versicolor
+18,6.1867518318048536,3.0540000002467393,5.002697080621102,1.6718700088309553,Iris-virginica
+19,6.185895481148234,3.0540000000895264,5.0070139863309375,1.6687789338187757,Iris-virginica
+20,6.179368296143019,3.054000000096475,4.902905756782093,1.6654317142227755,Iris-versicolor
+21,6.190262492393128,3.0540000000235126,5.03174806938323,1.6689790138982026,Iris-virginica
+22,6.194261145878552,3.0540000000075676,5.035039570301176,1.6685405663171438,Iris-virginica
+23,5.108947716173195,3.054000000039702,4.899491345384031,1.665427475137209,Iris-versicolor
+24,6.1795389916460834,3.054000000162423,4.926683728033718,1.665597141450151,Iris-virginica
+25,5.108947716173412,3.054000000027392,4.899491381507067,1.665427475139008,Iris-versicolor
+26,5.108947716173055,3.054000000028986,4.899491310748411,1.66542747513553,Iris-versicolor
+27,6.179366488634045,3.054000000021122,4.8994920000792845,1.665427475155091,Iris-versicolor
+28,5.108947716173078,3.0540000000242213,4.899491317476902,1.665427475135547,Iris-versicolor
+29,6.17936648862291,3.05400000002079,4.899491391030782,1.6654274751405829,Iris-versicolor
+30,6.180420340455716,3.0540000003239274,4.9481581119431475,1.6666722683357555,Iris-virginica
+31,6.179366488630089,3.054000000017373,4.899491770989611,1.6654274751645914,Iris-versicolor
+0,5.108947716173046,3.0540000000253076,4.899491307369754,1.6654274751354339,Iris-versicolor
+1,6.183474148758568,3.0540000002644137,4.982008717401498,1.6691045179152482,Iris-virginica
+2,6.192510948909892,3.054000000016063,5.02908483721742,1.6700623035943785,Iris-virginica
+3,6.191707245689573,3.0540000000065715,5.07178156088237,1.6673529233556406,Iris-virginica
+4,5.108947716173037,3.0540000000267775,4.899491303179881,1.6654274751354037,Iris-versicolor
+5,5.1089477161730406,3.054000000027849,4.8994913040135,1.6654274751354907,Iris-versicolor
+6,5.108947716173499,3.054000000064631,4.899491393612767,1.665427475139654,Iris-versicolor
+7,6.17936648867339,3.05400000001905,4.899493117996222,1.6654274752456453,Iris-versicolor
+8,6.187853396183751,3.0540000000190415,5.03475425169142,1.6676251037565177,Iris-virginica
+9,5.108947716173041,3.0540000000262664,4.899491305354517,1.665427475135444,Iris-versicolor
+10,6.17936648862768,3.05400000003108,4.899491693888586,1.6654274751541542,Iris-versicolor
+11,6.179366488623599,3.054000000024555,4.899491443155282,1.6654274751425844,Iris-versicolor
+12,5.108947716173079,3.054000000025024,4.89949131875413,1.6654274751356397,Iris-versicolor
+13,6.179366488926648,3.0540000004786214,4.899497122762891,1.6654274760131618,Iris-versicolor
+14,5.10894771617304,3.054000000029493,4.89949130332766,1.6654274751354816,Iris-versicolor
+15,6.1923128986176375,3.054000000017464,5.060214006789268,1.6686417815232344,Iris-virginica
+16,6.1793685281339386,3.0540000001038674,4.902840340521368,1.6654305886971348,Iris-versicolor
+17,5.108947716173053,3.054000000028556,4.899491308050049,1.6654274751357825,Iris-versicolor
+18,6.186609693138752,3.0540000000319965,5.0217870192757115,1.6677020030308611,Iris-virginica
+19,5.108947716173049,3.0540000000328362,4.899491307250812,1.6654274751357225,Iris-versicolor
+20,6.187460646936411,3.054000000028676,5.002266457509171,1.6687168661514575,Iris-virginica
+21,6.187112544304621,3.0540000001553826,5.023356503005965,1.6693931569667952,Iris-virginica
+22,6.1851282208437635,3.054000000028356,4.999038447579802,1.667451940146199,Iris-virginica
+23,6.191467529219962,3.0540000000084233,5.059798904669521,1.6677422502871893,Iris-virginica
+24,6.179383734167597,3.054000000153351,4.909110714664936,1.6654621376490215,Iris-versicolor
+25,6.192063927800289,3.0540000000213894,5.054468263052333,1.6691789981372345,Iris-virginica
+26,6.179366488627956,3.054000000021963,4.899491710531584,1.6654274751582199,Iris-versicolor
+27,6.179561764906342,3.0540000000117,4.9227660563865525,1.6656785919070254,Iris-virginica
+28,6.190573702428921,3.054000000039376,5.00241782783021,1.6735892121918179,Iris-virginica
+29,6.179367801517748,3.0540000001568055,4.9020015276654885,1.6654292638466517,Iris-versicolor
+30,5.108947716173081,3.0540000000288177,4.899491319047503,1.6654274751359979,Iris-versicolor
+31,6.182635726047714,3.05400000055678,4.964679767257424,1.6707803125102365,Iris-virginica
+0,6.185713425525695,3.0540000000984584,5.020144045335889,1.6681072979918226,Iris-virginica
+1,6.183332730626472,3.0540000000845473,4.979829675156264,1.667850005682629,Iris-virginica
+2,6.192742858374381,3.0540000000145,5.037049169837211,1.6694479507559519,Iris-virginica
+3,6.184954716464421,3.054000000200864,4.9901759360287175,1.670085028779482,Iris-virginica
+4,5.108947716173052,3.0540000000268828,4.899491309152909,1.6654274751356775,Iris-versicolor
+5,6.190814042176133,3.05400000003423,5.058958657435083,1.6686175114725272,Iris-virginica
+6,6.188389099098887,3.054000000122442,5.028546305063934,1.6700591061956631,Iris-virginica
+7,6.179383048314138,3.05400000017301,4.909008886294122,1.6654638100702894,Iris-versicolor
+8,5.108947716173057,3.054000000033075,4.8994913110209195,1.6654274751357185,Iris-versicolor
+9,6.190267214383277,3.054000000053385,5.010752706941499,1.6710906967278674,Iris-virginica
+10,6.179374753686425,3.0540000002786956,4.906535156250356,1.6654503305552169,Iris-versicolor
+11,6.179909582239608,3.054000000059755,4.935659514062012,1.6659965212107446,Iris-virginica
+12,6.179366488813548,3.05400000005509,4.899496051694992,1.6654274753721707,Iris-versicolor
+13,6.179366488626828,3.054000000022504,4.899491628775202,1.6654274751534668,Iris-versicolor
+14,6.179366488634268,3.0540000000254013,4.899491957869357,1.6654274751694913,Iris-versicolor
+15,6.179426288363843,3.0540000000033567,4.914798548591991,1.665529842292805,Iris-virginica
+16,6.179366488742694,3.054000000027579,4.8994949672603285,1.6654274752675227,Iris-versicolor
+17,6.179366645793475,3.0540000000635836,4.900091410099266,1.6654279801521485,Iris-versicolor
+18,5.108947716173041,3.0540000000301704,4.899491304218301,1.6654274751354927,Iris-versicolor
+19,6.190835481810128,3.0540000000252054,5.0134146884230075,1.6718944273323173,Iris-virginica
+20,6.179366488692937,3.054000000062698,4.899493504459694,1.6654274752536746,Iris-versicolor
+21,6.180481908726978,3.0540000000110057,4.960718174704292,1.6657753065909002,Iris-virginica
+22,6.191860601260959,3.054000000013985,5.033914229580157,1.6699958327746076,Iris-virginica
+23,5.108947716173091,3.054000000038785,4.899491320739354,1.665427475136302,Iris-versicolor
diff --git a/iris/lct_gan/0/26/test.csv b/iris/lct_gan/0/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/26/train.csv b/iris/lct_gan/0/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/26/val.csv b/iris/lct_gan/0/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/27/synth.csv b/iris/lct_gan/0/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a1fe7d5544956d35ce3388aa4069db841ea0fcd
--- /dev/null
+++ b/iris/lct_gan/0/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1891646579193385,3.0540000000808485,5.012591125317155,1.6715471282492895,Iris-virginica
+1,6.179366488992073,3.0540000000197924,4.899498672830129,1.665427475820347,Iris-versicolor
+2,6.1844136512006616,3.054000000579461,4.987383839605878,1.671518544565137,Iris-virginica
+3,5.108947716173353,3.0540000000282808,4.899491373874462,1.6654274751373255,Iris-versicolor
+4,6.179366488630896,3.054000000021514,4.899491815784504,1.6654274751654752,Iris-versicolor
+5,6.179366488652462,3.0540000001496836,4.899492689942574,1.665427475275121,Iris-versicolor
+6,6.179366506108548,3.05400000199719,4.899582564336153,1.665427544793014,Iris-versicolor
+7,6.19100135382757,3.054000000025341,5.008497210364899,1.672592388068833,Iris-virginica
+8,6.186839871508965,3.054000000146059,5.00023934213949,1.6713190032310803,Iris-virginica
+9,6.17936656264402,3.0540000000356615,4.899850431692275,1.665427670743539,Iris-versicolor
+10,5.108947716173046,3.054000000028085,4.899491306318653,1.66542747513557,Iris-versicolor
+11,6.191746241673179,3.0540000000201397,5.022291107583528,1.6707004888803463,Iris-virginica
+12,6.179439552512081,3.0540000007959853,4.914316100249305,1.6657445369045858,Iris-virginica
+13,6.179367044554761,3.0540000007416994,4.900659544973077,1.665431512682739,Iris-versicolor
+14,5.108947716173039,3.0540000000276883,4.89949130308971,1.665427475135441,Iris-versicolor
+15,6.184859600746872,3.0540000002135383,4.992823822298145,1.6698582426719848,Iris-virginica
+16,6.179386719563656,3.0540000000044687,4.9100468385762674,1.6654601720797684,Iris-virginica
+17,6.179366488749608,3.0540000000491796,4.899494995864846,1.6654274752657532,Iris-versicolor
+18,6.190613698863711,3.054000000031455,5.023757634982061,1.6708662948031368,Iris-virginica
+19,6.194369774658858,3.054000000005506,5.092664199147986,1.6674828111531441,Iris-virginica
+20,6.189207968740834,3.054000000074927,5.020478215674471,1.6704277132494403,Iris-virginica
+21,6.192596768797581,3.054000000015433,5.03558725746375,1.6695778760739504,Iris-virginica
+22,6.179747793030328,3.0540000001748284,4.931246890355855,1.6659944126200932,Iris-virginica
+23,6.193184285323501,3.0540000000042684,5.082293337315317,1.6671994710558709,Iris-virginica
+24,6.179366494223533,3.0540000000087333,4.899547423441618,1.6654274856769415,Iris-versicolor
+25,6.179366512149914,3.0540000000359484,4.899646150487882,1.6654275085873826,Iris-versicolor
+26,6.190960024387441,3.054000000034935,5.007002279925873,1.6713454927006406,Iris-virginica
+27,5.108947716173054,3.05400000002636,4.8994913098476784,1.6654274751356914,Iris-versicolor
+28,6.188472874161962,3.0540000001003316,5.001543411900649,1.6724713689744495,Iris-virginica
+29,5.10894771617304,3.054000000029052,4.8994913032357985,1.6654274751354703,Iris-versicolor
+30,5.108947716173061,3.05400000003051,4.8994913122386095,1.6654274751359004,Iris-versicolor
+31,5.108947716173249,3.0540000000303436,4.899491355616522,1.6654274751387408,Iris-versicolor
+0,6.1867363000616775,3.054000000046874,5.015236560245351,1.6683025642325078,Iris-virginica
+1,6.179366490341726,3.0540000000538203,4.899513641177714,1.6654274778685692,Iris-versicolor
+2,6.179366488623983,3.054000000026313,4.8994914839152,1.6654274751429563,Iris-versicolor
+3,6.180201024475509,3.0540000000228704,4.944978659831794,1.6659182667634094,Iris-virginica
+4,6.179366488630947,3.0540000000382,4.899491820415267,1.6654274751554128,Iris-versicolor
+5,6.179722485471665,3.0540000025819594,4.927705849779315,1.6668100524641996,Iris-virginica
+6,6.179366514597996,3.05400000001446,4.899661883131515,1.665427502016922,Iris-versicolor
+7,6.193773529457807,3.0540000000068654,5.046219712424971,1.6692205427054647,Iris-virginica
+8,6.180168521664093,3.054000000064185,4.94865294206042,1.6659478709948337,Iris-virginica
+9,5.1089477161733425,3.054000000061995,4.899491372726016,1.6654274751391436,Iris-versicolor
+10,6.179366488630432,3.054000000019047,4.899491789794866,1.6654274751623697,Iris-versicolor
+11,6.189610452691916,3.054000000058079,5.030911699270128,1.6700721355954278,Iris-virginica
+12,5.108947716173098,3.054000000028382,4.899491321698934,1.6654274751365836,Iris-versicolor
+13,6.17936648887052,3.0540000000995473,4.899496513032919,1.665427475524546,Iris-versicolor
+14,6.183525718705458,3.05400000010921,4.997580724998753,1.6674058963812048,Iris-virginica
+15,6.191309384032111,3.0540000000240126,5.056308807591302,1.6685641979076866,Iris-virginica
+16,6.179367046559788,3.054000000352757,4.900728193275625,1.6654287112339163,Iris-versicolor
+17,6.1874290494113104,3.0540000000436365,5.01510847766601,1.668619695817874,Iris-virginica
+18,6.195640064606899,3.054000000003778,5.041390520171723,1.6680275457324394,Iris-virginica
+19,5.108947716173567,3.054000000067175,4.899491406447322,1.665427475141158,Iris-versicolor
+20,6.17936659061416,3.054000000417267,4.899835420256233,1.6654277867905969,Iris-versicolor
+21,6.185265260346133,3.054000000006468,4.999285720373099,1.6669564383700677,Iris-virginica
+22,5.1089477161731045,3.0540000000291916,4.899491324737013,1.6654274751365166,Iris-versicolor
+23,6.181497024363157,3.054000000047549,4.974674635868461,1.666361842213441,Iris-virginica
+24,6.188851145800056,3.0540000000857304,5.0295717536297735,1.6700603884178011,Iris-virginica
+25,6.188384056406617,3.0540000000440064,5.050801444282278,1.6679434388525483,Iris-virginica
+26,5.108947716173063,3.0540000000260643,4.8994913135949165,1.6654274751354876,Iris-versicolor
+27,6.1793664886393485,3.0540000000353826,4.8994921545629175,1.6654274751833271,Iris-versicolor
+28,6.179869593168767,3.0540000000777012,4.938150780263044,1.6658571195717164,Iris-virginica
+29,6.179366488625427,3.054000000036012,4.899491569688904,1.6654274751440028,Iris-versicolor
+30,5.108947716173049,3.054000000028643,4.899491308556829,1.665427475135596,Iris-versicolor
+31,6.184587250047694,3.0540000000797654,4.998016238286305,1.6680741300780453,Iris-virginica
+0,6.179366489258437,3.054000000120613,4.899501518321648,1.6654274757992962,Iris-versicolor
+1,6.179366488653311,3.054000000029342,4.899492725556809,1.6654274752011464,Iris-versicolor
+2,6.1793664994129065,3.0540000011311825,4.8995580371223415,1.6654275105088971,Iris-versicolor
+3,6.1810921836000725,3.0540000000321084,4.9585929181374535,1.6664386584940805,Iris-virginica
+4,6.1793664886334065,3.0540000000231378,4.899491981990631,1.66542747515514,Iris-versicolor
+5,5.1089477161730485,3.054000000028988,4.899491306558221,1.6654274751357045,Iris-versicolor
+6,6.192810777506268,3.0540000000132967,5.034907723162086,1.6697489108040022,Iris-virginica
+7,5.108947716173045,3.0540000000302485,4.89949130561504,1.665427475135619,Iris-versicolor
+8,6.183548137178102,3.0540000007208925,4.971978579493152,1.6728092956824931,Iris-virginica
+9,6.17937044781756,3.0540000000291614,4.904638095632825,1.6654411795355417,Iris-versicolor
+10,6.1793664886516195,3.054000000077437,4.8994925002186545,1.6654274752365044,Iris-versicolor
+11,6.179366488623557,3.054000000026106,4.899491442648615,1.6654274751425293,Iris-versicolor
+12,6.186398282117249,3.054000000035979,4.993984407302787,1.6687260235992576,Iris-virginica
+13,6.180021141784137,3.054000000290065,4.942330126333241,1.666159952534808,Iris-virginica
+14,6.1916757332202526,3.0540000000211043,5.0146635342188235,1.6710461011724191,Iris-virginica
+15,6.188927996486023,3.0540000000274725,5.017322514058008,1.6686907068214711,Iris-virginica
+16,6.179366492312161,3.0540000000102054,4.899534166780384,1.6654274832348255,Iris-versicolor
+17,6.191165699721221,3.0540000000033642,5.0245287819088285,1.667635545261697,Iris-virginica
+18,6.179647731201522,3.054000000244737,4.924368281468469,1.6661337087327288,Iris-virginica
+19,6.179366542969216,3.054000000177984,4.899739835193972,1.6654277580103254,Iris-versicolor
+20,5.108947716173043,3.054000000030129,4.899491305272972,1.6654274751355764,Iris-versicolor
+21,5.1089477161732475,3.054000000030073,4.8994913587928215,1.6654274751375422,Iris-versicolor
+22,6.17936648862417,3.054000000029324,4.899491488931995,1.6654274751438392,Iris-versicolor
+23,6.186397188244143,3.054000000128918,5.007870642543414,1.6693904709887417,Iris-virginica
+24,6.179369187833672,3.054000000030788,4.904082191083549,1.665430110891902,Iris-versicolor
+25,5.108947716173387,3.0540000000351966,4.899491378575281,1.665427475139064,Iris-versicolor
+26,6.179366488716248,3.0540000000500833,4.899494114975924,1.6654274753354696,Iris-versicolor
+27,6.18856722054301,3.0540000000522722,5.023781885750672,1.6692196621973237,Iris-virginica
+28,6.1842913761965,3.0540000001643546,4.988964660789326,1.6687217399414251,Iris-virginica
+29,5.108947716173053,3.0540000000273433,4.899491310281199,1.6654274751355633,Iris-versicolor
+30,6.191218844245809,3.0540000000188807,5.030583794859898,1.6692821272964082,Iris-virginica
+31,6.179366562602941,3.0540000000156144,4.899877180360794,1.6654275554387,Iris-versicolor
+0,6.191487609355834,3.0540000000157344,5.018630217057063,1.6711422519273305,Iris-virginica
+1,5.1089477161730406,3.05400000003105,4.899491304452165,1.6654274751354765,Iris-versicolor
+2,6.192160191422279,3.054000000016299,5.0302836056137945,1.6694778501044227,Iris-virginica
+3,5.10894771617317,3.054000000027109,4.899491340221155,1.6654274751364246,Iris-versicolor
+4,6.179931275559438,3.05400000129861,4.9337881682954015,1.6670093776475778,Iris-virginica
+5,5.108947716173059,3.0540000000288487,4.8994913122311345,1.665427475135725,Iris-versicolor
+6,5.108947716173095,3.0540000000283265,4.899491323977067,1.665427475135954,Iris-versicolor
+7,6.192836462957478,3.0540000000170706,5.020923684409064,1.670537766571291,Iris-virginica
+8,6.191121877867866,3.0540000000272536,5.036546357227382,1.6696723620608063,Iris-virginica
+9,6.179366489148005,3.0540000003180987,4.899499349083619,1.6654274762230814,Iris-versicolor
+10,5.108947716173049,3.0540000000316967,4.89949130767356,1.6654274751356963,Iris-versicolor
+11,6.192307521976854,3.054000000017157,5.032665258715911,1.6700664492012587,Iris-virginica
+12,6.179366488650126,3.054000000026838,4.899492491873062,1.6654274752015392,Iris-versicolor
+13,5.1089477161731,3.05400000002485,4.899491325044455,1.6654274751360385,Iris-versicolor
+14,6.179432893198979,3.054000000006157,4.918188937990964,1.665461945528538,Iris-virginica
+15,6.192550089906631,3.0540000000099274,5.022596161991565,1.6705908160652558,Iris-virginica
+16,6.179366491390539,3.054000000014682,4.899523680543657,1.6654274803578353,Iris-versicolor
+17,6.1890460343877,3.0540000000063037,5.0271553565177545,1.667643344834622,Iris-virginica
+18,6.182647519868229,3.0540000000208583,4.97252222069201,1.6670024775469576,Iris-virginica
+19,5.1089477161730565,3.054000000032044,4.899491310812562,1.6654274751358324,Iris-versicolor
+20,6.179366488646362,3.0540000000442307,4.899492370724852,1.6654274751944584,Iris-versicolor
+21,6.187369545224218,3.054000000160125,5.003200549840189,1.671365703604739,Iris-virginica
+22,5.10894771617338,3.054000000056469,4.899491377780906,1.66542747513867,Iris-versicolor
+23,6.179795007920842,3.0540000005976102,4.933507239587545,1.6662093738580688,Iris-virginica
diff --git a/iris/lct_gan/0/27/test.csv b/iris/lct_gan/0/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/27/train.csv b/iris/lct_gan/0/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/27/val.csv b/iris/lct_gan/0/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/28/synth.csv b/iris/lct_gan/0/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52740fd46cb432c3bc2484ac3a9a36c808607f89
--- /dev/null
+++ b/iris/lct_gan/0/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173037,3.054000000027311,4.899491302669633,1.6654274751353941,Iris-versicolor
+1,5.108947716173053,3.0540000000342773,4.899491308327539,1.6654274751357478,Iris-versicolor
+2,6.18988326352892,3.054000000051776,5.026735264167643,1.6701984381464892,Iris-virginica
+3,5.108947716173041,3.0540000000296628,4.8994913055128615,1.6654274751354616,Iris-versicolor
+4,6.193506409689101,3.054000000009513,5.0562505006891545,1.6689745717978446,Iris-virginica
+5,6.179366496295698,3.0540000000514906,4.899556263495667,1.665427480829966,Iris-versicolor
+6,6.183310558606437,3.054000000406394,4.969438671052915,1.6714474990997807,Iris-virginica
+7,6.184692462653229,3.054000000372191,4.983006719700335,1.6711706622831088,Iris-virginica
+8,6.189619852052787,3.0540000000627487,5.003601744350501,1.6730462351622373,Iris-virginica
+9,5.108947716173285,3.054000000052833,4.899491361523779,1.6654274751389446,Iris-versicolor
+10,6.179366488636895,3.0540000000518694,4.89949209260518,1.6654274751685614,Iris-versicolor
+11,6.179376120102548,3.054000000019809,4.907250505460356,1.6654459913383124,Iris-versicolor
+12,6.183587139784904,3.0540000000385166,4.991898197099849,1.6671000558139675,Iris-virginica
+13,6.1793667850067155,3.0540000000696446,4.900465360406259,1.6654279495244135,Iris-versicolor
+14,6.180921674648262,3.0540000000048324,4.970687873293757,1.6658113896840165,Iris-virginica
+15,6.179366492296709,3.054000000877545,4.899522056339558,1.6654274866798162,Iris-versicolor
+16,5.108947716173043,3.0540000000287155,4.899491306251326,1.6654274751354885,Iris-versicolor
+17,6.179366488707237,3.0540000000201877,4.899493948762163,1.665427475296268,Iris-versicolor
+18,6.18567258132182,3.054000000029295,5.002355718847785,1.6681175119270426,Iris-virginica
+19,6.179366491922259,3.054000000079227,4.899525345361409,1.665427478119278,Iris-versicolor
+20,6.192366620406045,3.0540000000104968,5.026670078501836,1.6703793093637365,Iris-virginica
+21,6.179366611474272,3.054000000054049,4.900009802655449,1.6654277042401955,Iris-versicolor
+22,6.179366772878196,3.054000000016841,4.900448320418906,1.6654277874407026,Iris-versicolor
+23,6.191284776418899,3.054000000027798,5.048419766166475,1.6691191003372459,Iris-virginica
+24,6.180691049648057,3.0540000000116487,4.954461857861436,1.6660064533853984,Iris-virginica
+25,5.108947716173079,3.0540000000315026,4.899491316050317,1.6654274751361846,Iris-versicolor
+26,6.181872117041472,3.0540000005193257,4.964144862088413,1.668829584448041,Iris-virginica
+27,6.184680346039057,3.0540000000177683,4.997757471704275,1.6673664715170335,Iris-virginica
+28,5.108947716173227,3.054000000024641,4.899491348876759,1.6654274751378855,Iris-versicolor
+29,5.10894771617336,3.0540000000288567,4.899491369669671,1.665427475138908,Iris-versicolor
+30,6.179516903211217,3.0540000000051553,4.922731517176205,1.665536330795888,Iris-virginica
+31,6.179366531068618,3.0540000000110794,4.899759326473702,1.6654275244960803,Iris-versicolor
+0,6.18938408509952,3.0540000000529646,5.01503987763206,1.6713394828961166,Iris-virginica
+1,6.17936648862665,3.054000000019098,4.89949163485391,1.6654274751436122,Iris-versicolor
+2,6.1793664886557185,3.0540000002923486,4.899492475637792,1.6654274752563094,Iris-versicolor
+3,6.190499857279574,3.0540000000405705,5.019374136586581,1.6709388635190288,Iris-virginica
+4,6.179991902334676,3.054000000080599,4.94409507325959,1.6658882828408879,Iris-virginica
+5,6.179366488623403,3.054000000022516,4.899491436007396,1.6654274751411593,Iris-versicolor
+6,6.186412326081452,3.0540000000168983,5.002561837874134,1.6677828780502777,Iris-virginica
+7,5.108947716173159,3.0540000000354386,4.899491336625816,1.6654274751375002,Iris-versicolor
+8,5.10894771617309,3.0540000000270164,4.899491319248242,1.665427475136311,Iris-versicolor
+9,6.181186231414416,3.054000000607664,4.9506652618348115,1.6690416331575824,Iris-virginica
+10,6.179486180808566,3.0540000005982737,4.917894605074103,1.6658264946655732,Iris-virginica
+11,6.192700856156977,3.054000000015778,5.020913241195145,1.6700848982734118,Iris-virginica
+12,5.1089477161734225,3.0540000000367598,4.899491385509796,1.6654274751388372,Iris-versicolor
+13,6.179366488696621,3.054000000197835,4.899493759850742,1.6654274753580138,Iris-versicolor
+14,6.179366488821384,3.0540000000164635,4.899496122481861,1.6654274755715095,Iris-versicolor
+15,6.179366489020704,3.054000000027975,4.899500142750595,1.6654274755135139,Iris-versicolor
+16,6.179366505422782,3.054000000162265,4.899588461367597,1.6654275061790171,Iris-versicolor
+17,6.180494416894038,3.0540000006508423,4.952151187346865,1.6668518030892796,Iris-virginica
+18,6.193234915822329,3.0540000000096374,5.07997767031696,1.6678078514063528,Iris-virginica
+19,5.108947716173067,3.0540000000314773,4.899491313487552,1.6654274751359464,Iris-versicolor
+20,6.179366488623003,3.0540000000290815,4.899491408231252,1.6654274751412346,Iris-versicolor
+21,6.179366488721504,3.0540000000291747,4.899494241751984,1.6654274754184566,Iris-versicolor
+22,6.179366488655024,3.054000000034673,4.899492602445149,1.665427475221422,Iris-versicolor
+23,6.179366488623183,3.054000000025697,4.899491417544256,1.6654274751399623,Iris-versicolor
+24,6.189811732315097,3.054000000045309,5.047593739212549,1.6688300055340324,Iris-virginica
+25,6.188307564070412,3.054000000009016,5.026374254143946,1.6676919357110542,Iris-virginica
+26,6.179366488858972,3.0540000000298617,4.8994971479376455,1.665427475469888,Iris-versicolor
+27,6.17958701170154,3.054000000007782,4.9264170821405875,1.6655609801171165,Iris-virginica
+28,5.108947716173098,3.054000000027054,4.899491322381877,1.6654274751364533,Iris-versicolor
+29,6.179874326575214,3.05400000038894,4.936035554184305,1.66619034469663,Iris-virginica
+30,6.181193778546242,3.0540000000031777,4.9791878927602475,1.6657824196560158,Iris-virginica
+31,6.191286043889458,3.0540000000225054,5.026211102376784,1.669869603225379,Iris-virginica
+0,6.179481528492697,3.054000000138745,4.916622147922026,1.6657972538629666,Iris-virginica
+1,5.10894771617309,3.0540000000290752,4.899491321692625,1.6654274751357803,Iris-versicolor
+2,6.179381723093504,3.0540000000251983,4.908626015872185,1.6654534821525464,Iris-versicolor
+3,6.182447182830413,3.054000000070335,4.972196442445093,1.6674626471496645,Iris-virginica
+4,6.1796898347276805,3.0540000011344604,4.927964034793145,1.666315746347977,Iris-virginica
+5,5.108947716173187,3.054000000039917,4.899491344846746,1.6654274751372928,Iris-versicolor
+6,6.187361799570808,3.0540000001810212,5.0181178617260125,1.6701866485543897,Iris-virginica
+7,5.108947716173038,3.0540000000290726,4.899491302905929,1.6654274751354454,Iris-versicolor
+8,6.182600030507244,3.054000000158927,4.984149707576853,1.6675330510961204,Iris-virginica
+9,5.108947716173043,3.0540000000275995,4.89949130580805,1.6654274751354958,Iris-versicolor
+10,6.180650977482251,3.054000000296261,4.958788356319865,1.6664733043891007,Iris-virginica
+11,6.179668679106788,3.05400000001546,4.933010771073837,1.665591216308891,Iris-virginica
+12,6.179392139974178,3.0540000000070306,4.911410645709744,1.6654479463214715,Iris-virginica
+13,6.191608433182896,3.0540000000142515,5.084068683681636,1.6674168790787434,Iris-virginica
+14,6.189885358550387,3.054000000018278,5.022110096044537,1.6687607439235208,Iris-virginica
+15,6.179366499682382,3.054000000085347,4.899573608575485,1.6654274910960793,Iris-versicolor
+16,6.187328079834278,3.054000000012696,5.035837044132494,1.6671992363488606,Iris-virginica
+17,5.108947716173061,3.0540000000269196,4.899491312819482,1.665427475135643,Iris-versicolor
+18,6.181923973528736,3.054000001227023,4.958232120730088,1.6714136515348608,Iris-virginica
+19,6.1793665219547025,3.0540000002225365,4.899658859541146,1.6654275649983639,Iris-versicolor
+20,6.187913009130693,3.054000000118798,5.03595490862109,1.6690247546444152,Iris-virginica
+21,5.1089477161730645,3.054000000027151,4.89949131396368,1.6654274751355174,Iris-versicolor
+22,6.179366489731226,3.054000000160823,4.899505982327202,1.6654274765379755,Iris-versicolor
+23,6.179366816988567,3.054000000030673,4.9004818825321435,1.6654280059913489,Iris-versicolor
+24,6.183681227861308,3.0540000000051193,5.010724754147355,1.6662584649397976,Iris-virginica
+25,6.189544915819049,3.0540000000413086,5.015345269724858,1.669834333144296,Iris-virginica
+26,6.182110294663784,3.0540000000134517,4.980048669977498,1.6663091405997192,Iris-virginica
+27,6.1907032521423995,3.05400000002711,5.026296436566692,1.6689527144781067,Iris-virginica
+28,6.19192081935886,3.054000000019715,5.020720635812677,1.670715201808414,Iris-virginica
+29,6.1917744453332215,3.0540000000254492,5.05761258344165,1.6689225484078554,Iris-virginica
+30,6.180124826784377,3.054000000029408,4.9480885926562355,1.6658041707356561,Iris-virginica
+31,6.1849035212509875,3.0540000000094434,5.0164656327223565,1.666684708928837,Iris-virginica
+0,6.1793664886230815,3.0540000000212286,4.899491411587423,1.6654274751401112,Iris-versicolor
+1,5.108947716173072,3.0540000000275223,4.899491314021375,1.6654274751360982,Iris-versicolor
+2,6.193386977430374,3.0540000000127243,5.0741423650771775,1.6682234557350981,Iris-virginica
+3,6.194354521787092,3.054000000007589,5.032867031614311,1.668980274913104,Iris-virginica
+4,6.188155811312454,3.054000000038331,5.030685425466257,1.6683631347505041,Iris-virginica
+5,6.180438887321716,3.0540000000172083,4.956283948553533,1.6658658960539456,Iris-virginica
+6,6.183594338501761,3.0540000008453765,4.968956632309339,1.6740535968347126,Iris-virginica
+7,5.108947716173061,3.054000000027399,4.899491310819071,1.6654274751359581,Iris-versicolor
+8,6.179366488633065,3.0540000000260332,4.899491884145042,1.6654274751723934,Iris-versicolor
+9,6.179366488642211,3.0540000000412926,4.899492293793721,1.6654274751889782,Iris-versicolor
+10,6.1896215873301355,3.054000000062456,5.015209170259143,1.671439939943507,Iris-virginica
+11,6.179366488623255,3.054000000026045,4.8994914243215435,1.6654274751410658,Iris-versicolor
+12,6.191605835495713,3.0540000000167233,5.013726659115234,1.6716533043173665,Iris-virginica
+13,5.1089477161732,3.0540000000278757,4.89949134788285,1.6654274751367215,Iris-versicolor
+14,6.1865499846783525,3.054000000103865,4.99435153317272,1.6705144728691201,Iris-virginica
+15,6.179366625134593,3.054000000039143,4.9000686633762385,1.6654283646803205,Iris-versicolor
+16,6.187432294080165,3.0540000000175738,5.014377827896934,1.6680250338984233,Iris-virginica
+17,5.108947716173255,3.0540000000295016,4.899491354677921,1.6654274751382427,Iris-versicolor
+18,6.190610989627963,3.0540000000343888,5.022782101226705,1.6709609426990857,Iris-virginica
+19,6.18721005657335,3.0540000001955163,5.005307052395923,1.6718226653070705,Iris-virginica
+20,5.108947716173048,3.0540000000250216,4.899491308102055,1.6654274751353488,Iris-versicolor
+21,6.188215201859446,3.0540000001478256,4.983412816893111,1.6810324399236967,Iris-virginica
+22,6.192664704661752,3.0540000000136094,5.041923236643206,1.6696514863914138,Iris-virginica
+23,6.179366496710064,3.0540000000487066,4.899559496752754,1.665427501332017,Iris-versicolor
diff --git a/iris/lct_gan/0/28/test.csv b/iris/lct_gan/0/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/28/train.csv b/iris/lct_gan/0/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/28/val.csv b/iris/lct_gan/0/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/29/synth.csv b/iris/lct_gan/0/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02f999afb7e2246ea0e05d83d9d85cd63f8829e
--- /dev/null
+++ b/iris/lct_gan/0/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622945,3.0540000000415937,4.89949140267567,1.6654274751417912,Iris-versicolor
+1,6.179367629880855,3.054000000042388,4.902010430192684,1.6654307154174217,Iris-versicolor
+2,6.187745237998949,3.0540000001132737,5.020240035356047,1.6697137133169204,Iris-virginica
+3,5.10894771617312,3.0540000000282848,4.899491329609286,1.6654274751362421,Iris-versicolor
+4,6.17936648863167,3.05400000007605,4.89949184106546,1.6654274751698497,Iris-versicolor
+5,6.179366488841135,3.0540000007579624,4.899495444524939,1.6654274757860426,Iris-versicolor
+6,6.190146664547375,3.0540000000406415,5.021214668618707,1.6711505096989103,Iris-virginica
+7,6.183696072186457,3.0540000000388132,4.9862707993649655,1.667340580947985,Iris-virginica
+8,6.189894564095629,3.054000000049073,5.007392005661138,1.6723041597035748,Iris-virginica
+9,5.108947716173472,3.054000000025829,4.899491386852124,1.6654274751399567,Iris-versicolor
+10,6.179366488625162,3.05400000002445,4.899491559547323,1.6654274751428488,Iris-versicolor
+11,6.19093902258156,3.0540000000065017,5.022934021848837,1.6682845621436444,Iris-virginica
+12,6.179366488662173,3.054000000097968,4.899493007714019,1.665427475262381,Iris-versicolor
+13,5.108947716173084,3.0540000000290974,4.899491319588753,1.665427475136053,Iris-versicolor
+14,6.17936648863352,3.0540000000264746,4.899491974514645,1.665427475155005,Iris-versicolor
+15,5.108947716173174,3.0540000000335596,4.899491343151446,1.6654274751367744,Iris-versicolor
+16,6.179389057400692,3.0540000000416083,4.910185659843695,1.6654600270000957,Iris-versicolor
+17,6.179366488646377,3.0540000000276373,4.899492353937579,1.6654274751860911,Iris-versicolor
+18,5.108947716173051,3.05400000002775,4.899491308775202,1.6654274751356244,Iris-versicolor
+19,6.179366607718332,3.0540000014573705,4.899848854657538,1.665428268523149,Iris-versicolor
+20,6.17944198982097,3.054000000007527,4.915839169521765,1.6655104174137667,Iris-virginica
+21,6.187362263891705,3.0540000000023975,5.014906267028105,1.6668966129601648,Iris-virginica
+22,6.179418026678497,3.0540000000085077,4.915240577944754,1.665463594942376,Iris-virginica
+23,6.192565996731854,3.0540000000031258,5.028648886190362,1.6677684679370757,Iris-virginica
+24,6.179366488691355,3.054000000018442,4.899493591337559,1.6654274753410283,Iris-versicolor
+25,6.179850856757355,3.0540000004512504,4.939318422253859,1.665968395215458,Iris-virginica
+26,6.191406930462587,3.0540000000244163,5.035971955448122,1.6697065632156098,Iris-virginica
+27,5.108947716173091,3.0540000000283976,4.899491321100439,1.6654274751363687,Iris-versicolor
+28,6.179386433284724,3.054000000040929,4.910667237397435,1.6654499187633223,Iris-versicolor
+29,6.179366488632972,3.0540000000188976,4.899491944504501,1.6654274751501672,Iris-versicolor
+30,6.186367947182457,3.054000000104315,5.001030612576671,1.6697055738164666,Iris-virginica
+31,6.179372338724695,3.0540000000213037,4.906045305419959,1.6654349851832955,Iris-versicolor
+0,6.1793681444091595,3.0540000000158862,4.902793071689861,1.6654324312896676,Iris-versicolor
+1,6.179393298543272,3.0540000000720466,4.91110371996532,1.6654683249271443,Iris-versicolor
+2,6.191178948901906,3.0540000000049736,5.026921090841196,1.667689171225443,Iris-virginica
+3,6.194251290562925,3.0540000000086334,5.0399624263017815,1.6694043303255452,Iris-virginica
+4,6.17949007883174,3.0540000000402965,4.925220694734453,1.665495946138589,Iris-virginica
+5,5.108947716173094,3.0540000000273837,4.899491321460401,1.6654274751363471,Iris-versicolor
+6,6.189603187394509,3.0540000000343412,5.029858785677022,1.6689025520231096,Iris-virginica
+7,6.179375093351939,3.0540000000465497,4.907539444019488,1.6654370630232949,Iris-versicolor
+8,6.190682838058015,3.0540000000316416,5.022793494960694,1.6708649558924247,Iris-virginica
+9,6.17936648866243,3.054000000045055,4.899492830533203,1.6654274752250302,Iris-versicolor
+10,6.181522041045867,3.054000000011984,4.961037030413599,1.6666017362282606,Iris-virginica
+11,6.183963278056711,3.0540000002190535,4.993465792296806,1.6686120139043281,Iris-virginica
+12,6.180287000095451,3.0540000000190664,4.950801136177352,1.6658663250926506,Iris-virginica
+13,5.108947716173073,3.0540000000291814,4.899491316698096,1.6654274751359917,Iris-versicolor
+14,6.181519445275925,3.0540000001646117,4.965298193124105,1.6671985622034426,Iris-virginica
+15,6.179367252507703,3.0540000000813134,4.901225932015577,1.66543040555671,Iris-versicolor
+16,6.179366498790999,3.0540000000084606,4.899582204965942,1.665427499444415,Iris-versicolor
+17,6.189148070647876,3.0540000000811727,5.0141373338125526,1.6714792756965025,Iris-virginica
+18,5.108947716173041,3.054000000026555,4.899491305318495,1.6654274751354292,Iris-versicolor
+19,6.188863682464289,3.0540000000538767,5.02055265640411,1.6695306385862474,Iris-virginica
+20,6.191812136198629,3.0540000000228043,5.029214595713725,1.6695294579141453,Iris-virginica
+21,5.10894771617322,3.054000000027053,4.899491350960969,1.6654274751376286,Iris-versicolor
+22,6.182621930627654,3.0540000006298142,4.9661322619780925,1.6707853027360884,Iris-virginica
+23,6.1793664904642736,3.0540000000120635,4.89951615033714,1.6654274788214019,Iris-versicolor
+24,6.179366488625105,3.054000000099354,4.89949155800558,1.665427475151573,Iris-versicolor
+25,6.187049640675043,3.05400000002608,5.014387445659215,1.6682368291407066,Iris-virginica
+26,6.190105838470141,3.0540000000478567,5.010907779288072,1.6714546492010915,Iris-virginica
+27,5.108947716173039,3.0540000000262295,4.899491304216046,1.6654274751353857,Iris-versicolor
+28,5.10894771617307,3.0540000000275596,4.899491313093574,1.6654274751360456,Iris-versicolor
+29,5.108947716173112,3.0540000000349012,4.899491326212129,1.665427475136579,Iris-versicolor
+30,6.179366488629088,3.0540000000158622,4.899491718080709,1.6654274751625109,Iris-versicolor
+31,6.179366543250652,3.0540000001562677,4.899744982541551,1.6654277042751688,Iris-versicolor
+0,6.1793664886570445,3.054000000035492,4.899492703871074,1.665427475182189,Iris-versicolor
+1,5.108947716173067,3.0540000000273335,4.899491312980507,1.6654274751360885,Iris-versicolor
+2,6.185577551705819,3.054000000117993,5.003194877986881,1.6690634456158586,Iris-virginica
+3,6.179760553837457,3.0540000000750216,4.933903415727096,1.6657997105887556,Iris-virginica
+4,5.1089477161730485,3.054000000025698,4.899491308081142,1.6654274751355491,Iris-versicolor
+5,6.17989779957395,3.0540000000183434,4.938181515829759,1.665760941950907,Iris-virginica
+6,6.17936711012418,3.0540000000117122,4.901371846812609,1.6654282117738382,Iris-versicolor
+7,6.189869659484366,3.054000000056265,5.0153668190153775,1.6705244333370823,Iris-virginica
+8,6.179366488901393,3.0540000000293435,4.899497266238915,1.6654274754118097,Iris-versicolor
+9,6.189875376348269,3.054000000071861,5.009990877612781,1.6718168981622703,Iris-virginica
+10,6.189559703672739,3.0540000000609284,5.015143984593337,1.6712115123143478,Iris-virginica
+11,6.179366488801651,3.0540000000299976,4.899495809678725,1.6654274753223495,Iris-versicolor
+12,5.108947716173035,3.054000000026131,4.899491302469405,1.6654274751353542,Iris-versicolor
+13,6.183578233677839,3.0540000000820506,4.976542607914167,1.6685120232122224,Iris-virginica
+14,5.108947716173727,3.054000000072378,4.899491430690685,1.6654274751423916,Iris-versicolor
+15,6.188711312703337,3.0540000000654333,5.021399894963794,1.6697961956001557,Iris-virginica
+16,6.185942291805924,3.0540000000738337,5.001844220235482,1.6685962966912684,Iris-virginica
+17,6.186591018514787,3.0540000000098004,5.035279251440762,1.666900476041795,Iris-virginica
+18,5.108947716173038,3.0540000000287297,4.899491302823035,1.6654274751354414,Iris-versicolor
+19,6.1793664886553765,3.0540000000197267,4.899492733623776,1.6654274751801679,Iris-versicolor
+20,5.108947716173106,3.0540000000262952,4.899491322877928,1.665427475136648,Iris-versicolor
+21,5.108947716173281,3.054000000029576,4.899491364051159,1.6654274751381206,Iris-versicolor
+22,6.179502580353818,3.054000000031085,4.921904660080572,1.6655971866174861,Iris-virginica
+23,6.193952339017133,3.05400000000884,5.053747181018165,1.6689455770195716,Iris-virginica
+24,6.1793664886522786,3.0540000000600656,4.89949259753037,1.665427475224903,Iris-versicolor
+25,6.19190277080121,3.054000000022132,5.024350959614807,1.669968523563795,Iris-virginica
+26,6.179564796173207,3.054000000007116,4.925227942449981,1.6656056140214677,Iris-virginica
+27,6.179366488647814,3.054000000013216,4.899492413563785,1.6654274752058718,Iris-versicolor
+28,6.179366491129163,3.0540000001243426,4.899518660899617,1.6654274814687782,Iris-versicolor
+29,6.189102172596875,3.0540000000042538,5.015201891276507,1.6674740236084862,Iris-virginica
+30,5.108947716174018,3.05400000009074,4.899491460976748,1.665427475146264,Iris-versicolor
+31,5.1089477161730805,3.054000000029656,4.8994913198990435,1.6654274751360882,Iris-versicolor
+0,6.179667681400745,3.05400000000638,4.932737953053677,1.6655586901943982,Iris-virginica
+1,6.179366488623656,3.0540000000238487,4.899491455807735,1.6654274751426457,Iris-versicolor
+2,6.191014043871078,3.054000000024181,5.036436847309922,1.669135670121991,Iris-virginica
+3,6.191310189970486,3.054000000026929,5.011263248780312,1.6716900160826917,Iris-virginica
+4,5.108947716173037,3.054000000026777,4.899491303136964,1.665427475135397,Iris-versicolor
+5,6.179366488700583,3.054000000011725,4.89949379422853,1.665427475308954,Iris-versicolor
+6,6.1897402533896635,3.0540000000068677,5.077328933582207,1.666807329883272,Iris-virginica
+7,6.182818130608104,3.05400000003344,4.986593951174849,1.6669724901068894,Iris-virginica
+8,6.1809146979827645,3.054000000004186,4.953624318358512,1.6661471875117932,Iris-virginica
+9,6.180271808401101,3.054000000033774,4.946653232310501,1.6660233654936827,Iris-virginica
+10,6.188161713625845,3.054000000100992,4.997917703123592,1.6724036028819338,Iris-virginica
+11,6.179366488767727,3.054000000036402,4.899495378402945,1.665427475269817,Iris-versicolor
+12,6.187350784150116,3.054000000054441,5.038272251536411,1.6679279808163872,Iris-virginica
+13,6.18108502950264,3.0540000000328,4.976792231993952,1.6659859366586776,Iris-virginica
+14,6.186642834914286,3.0540000002085526,4.990150528377128,1.6734859598675405,Iris-virginica
+15,5.108947716173142,3.0540000000254337,4.899491334183429,1.665427475136118,Iris-versicolor
+16,6.17971009179439,3.0540000000196486,4.934489967904348,1.6656190201682963,Iris-virginica
+17,6.189871976208604,3.0540000000523158,5.017063422298059,1.6712749969921044,Iris-virginica
+18,6.17936734061032,3.0540000002630516,4.901265640851318,1.6654313520903363,Iris-versicolor
+19,6.193681023628065,3.0540000000105616,5.060458940802921,1.668692501076018,Iris-virginica
+20,5.108947716173047,3.0540000000283976,4.899491306587151,1.6654274751356444,Iris-versicolor
+21,6.1821950227699025,3.054000000219637,4.972481529678253,1.6677553736921074,Iris-virginica
+22,6.180562861524237,3.0540000000040304,4.964760323833299,1.66570989605648,Iris-virginica
+23,6.189267795024405,3.054000000079248,5.005789879070609,1.67299965183621,Iris-virginica
diff --git a/iris/lct_gan/0/29/test.csv b/iris/lct_gan/0/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/29/train.csv b/iris/lct_gan/0/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/29/val.csv b/iris/lct_gan/0/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/3/synth.csv b/iris/lct_gan/0/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60172c9222a81391c6c0c8f8f9ea294a4314e5cc
--- /dev/null
+++ b/iris/lct_gan/0/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173124,3.0540000000312926,4.899491330171707,1.6654274751365914,Iris-versicolor
+1,6.179413397984997,3.054000000016978,4.916398794466,1.6654559582152821,Iris-virginica
+2,6.189205756593375,3.0540000000467122,5.034061922889349,1.6690861728401194,Iris-virginica
+3,6.181946968742314,3.0540000008044745,4.9745572466398995,1.6681606558063777,Iris-virginica
+4,5.108947716173361,3.054000000046674,4.899491374940002,1.6654274751395048,Iris-versicolor
+5,6.185133674522773,3.054000000191328,4.998267819687022,1.669285683586816,Iris-virginica
+6,6.179396180859035,3.0540000001077483,4.912159329564774,1.6654685603924662,Iris-versicolor
+7,6.179366488640047,3.0540000000409604,4.899492153321604,1.6654274751869271,Iris-versicolor
+8,6.179366488879015,3.0540000000245224,4.899497930613423,1.6654274754334013,Iris-versicolor
+9,6.181374439811731,3.054000000020671,4.959629772944125,1.6665582975887314,Iris-virginica
+10,6.180892950021567,3.054000000085536,4.96089283276703,1.6664385549048875,Iris-virginica
+11,5.108947716173102,3.054000000041044,4.899491324543168,1.6654274751364928,Iris-versicolor
+12,6.1823369606485885,3.0540000005766132,4.971616994154676,1.6689802594155083,Iris-virginica
+13,5.108947716173077,3.054000000035127,4.899491316820774,1.6654274751362288,Iris-versicolor
+14,6.179782181404637,3.0540000000135503,4.936434153524691,1.6656539096151717,Iris-virginica
+15,6.190047718182421,3.0540000000522105,5.032584964783739,1.6702214373943396,Iris-virginica
+16,6.179998252280253,3.0540000000100616,4.9426741270504335,1.6657076985840578,Iris-virginica
+17,6.179366496202769,3.0540000003848577,4.899547227490899,1.665427491685906,Iris-versicolor
+18,5.108947716173249,3.054000000031686,4.899491357244698,1.6654274751376885,Iris-versicolor
+19,6.179366798199002,3.054000000007658,4.900533756226913,1.665428324946324,Iris-versicolor
+20,6.185427624161239,3.0540000005919277,4.981955926017122,1.6754133379468223,Iris-virginica
+21,6.189685228574593,3.0540000000525036,5.021184689715994,1.6706383569795717,Iris-virginica
+22,5.108947716173082,3.0540000000321235,4.8994913196833645,1.665427475136055,Iris-versicolor
+23,5.108947716173288,3.0540000000521106,4.899491364091987,1.6654274751384277,Iris-versicolor
+24,6.183338531151799,3.0540000008083226,4.96571751630337,1.6745231527806315,Iris-virginica
+25,6.191742521528571,3.0540000000227057,5.043575990934269,1.6694892228927611,Iris-virginica
+26,6.18360520925791,3.05400000010735,4.976619468717931,1.6686220198454988,Iris-virginica
+27,6.179366605419481,3.054000000040567,4.899997991749848,1.6654276077675545,Iris-versicolor
+28,6.181417296944302,3.0540000009510284,4.957579526168283,1.6692229725653558,Iris-virginica
+29,5.108947716173043,3.0540000000253857,4.899491306439423,1.6654274751353877,Iris-versicolor
+30,6.182832665734578,3.0540000002247907,4.976887940610142,1.6681712934784938,Iris-virginica
+31,6.179366489930692,3.0540000000246526,4.899512170483204,1.6654274764056411,Iris-versicolor
+0,6.179366488634862,3.05400000004769,4.899491991540419,1.6654274751607363,Iris-versicolor
+1,5.108947716173056,3.054000000027401,4.899491309865158,1.6654274751358478,Iris-versicolor
+2,6.191562926946225,3.0540000000191467,5.032728568355265,1.6694184771835345,Iris-virginica
+3,6.179366491528086,3.054000000038239,4.899527451063698,1.6654274776398816,Iris-versicolor
+4,6.179366496772675,3.054000000020686,4.899563880840925,1.6654274910044051,Iris-versicolor
+5,6.179366488633351,3.054000000040151,4.899491958253898,1.6654274751652098,Iris-versicolor
+6,6.1866937387070955,3.054000000039263,5.004351798486519,1.6683889908577934,Iris-virginica
+7,6.182133693892317,3.054000000292039,4.969198927379114,1.6683017253231764,Iris-virginica
+8,6.184082875546748,3.0540000001870777,4.97613364040092,1.670446452289768,Iris-virginica
+9,5.108947716173035,3.054000000027372,4.8994913017471875,1.6654274751353524,Iris-versicolor
+10,6.179398405234352,3.054000000019228,4.913483790170117,1.6654514002047602,Iris-virginica
+11,6.179366488624743,3.054000000019154,4.899491525297111,1.665427475142408,Iris-versicolor
+12,5.108947716173395,3.0540000000257805,4.8994913800909385,1.665427475137233,Iris-versicolor
+13,5.1089477161732475,3.0540000000242467,4.899491351229348,1.6654274751381986,Iris-versicolor
+14,6.179366696619636,3.0540000006930983,4.900047777534658,1.665428107951307,Iris-versicolor
+15,6.1793825412610985,3.0540000000337337,4.908769382595372,1.665450693854994,Iris-versicolor
+16,6.191943798363038,3.0540000000220844,5.050008085202313,1.6691819394177871,Iris-virginica
+17,6.179427402574954,3.054000000045746,4.915007501981638,1.6655251919944825,Iris-virginica
+18,6.1868047804222766,3.0540000001504364,4.99980507953624,1.6711526532611103,Iris-virginica
+19,6.179444834467305,3.0540000019564735,4.914343609050522,1.6658678751581057,Iris-virginica
+20,6.188362288401537,3.05400000010859,5.007806344863461,1.672261797025418,Iris-virginica
+21,6.183620353369825,3.0540000001177057,5.000532352457701,1.667560019359825,Iris-virginica
+22,5.108947716173037,3.0540000000290424,4.899491302592569,1.665427475135407,Iris-versicolor
+23,5.108947716173093,3.0540000000249057,4.899491321219379,1.6654274751364078,Iris-versicolor
+24,5.108947716173767,3.05400000005767,4.899491436128805,1.6654274751430214,Iris-versicolor
+25,6.179366504289285,3.0540000000299323,4.899604428025987,1.6654274897129413,Iris-versicolor
+26,6.179366615250989,3.054000000027775,4.900052925859334,1.6654280122412963,Iris-versicolor
+27,6.189591670005279,3.0540000000489473,5.020950974340528,1.6703206823666048,Iris-virginica
+28,6.179366488866824,3.0540000000366008,4.899497102224386,1.6654274755532752,Iris-versicolor
+29,6.192963544658979,3.054000000014701,5.050239074086001,1.6693651850298459,Iris-virginica
+30,6.179396744890078,3.0540000011750306,4.911204951134381,1.6655449172413974,Iris-versicolor
+31,6.179366583270297,3.0540000000629766,4.899865194017408,1.6654276435392708,Iris-versicolor
+0,6.179389050623627,3.0540000000033425,4.910256918363464,1.665475232786121,Iris-virginica
+1,6.193243410245476,3.05400000001056,5.044742841867262,1.6694725756200368,Iris-virginica
+2,6.179438329916943,3.05400000000737,4.916734828324191,1.6655043145089654,Iris-virginica
+3,5.108947716173043,3.054000000028739,4.899491304865242,1.6654274751355365,Iris-versicolor
+4,6.182693339138057,3.0540000005338532,4.972274866604234,1.6697352957582485,Iris-virginica
+5,6.18008528185983,3.0540000011887387,4.932677169796613,1.6682229712313132,Iris-virginica
+6,6.1895380925328265,3.0540000000585654,5.02006032452873,1.6706921303743936,Iris-virginica
+7,6.1793665280892265,3.054000000019161,4.899729211485789,1.665427632708886,Iris-versicolor
+8,5.108947716173178,3.0540000000273775,4.8994913406544605,1.665427475137171,Iris-versicolor
+9,6.191730843788281,3.054000000018776,5.045846345640373,1.6689720069457374,Iris-virginica
+10,6.191931053939604,3.0540000000173038,5.02786793389867,1.6703393223038854,Iris-virginica
+11,6.190886329828655,3.0540000000091383,5.074125868551238,1.667209448448839,Iris-virginica
+12,6.179366542038441,3.054000000038494,4.899778890644876,1.6654275308260558,Iris-versicolor
+13,6.179366491337759,3.054000000042073,4.899522383804494,1.6654274778419513,Iris-versicolor
+14,6.179633422549133,3.054000000981393,4.926047304819935,1.6661088025668882,Iris-virginica
+15,6.191100986216192,3.0540000000304404,5.033885501361746,1.6701176271566132,Iris-virginica
+16,6.184475074720232,3.0540000002920316,4.982895308742736,1.670410674458506,Iris-virginica
+17,5.108947716173047,3.05400000003106,4.899491306572,1.6654274751356706,Iris-versicolor
+18,6.19003159802057,3.0540000000423597,4.995992674860041,1.675586635325863,Iris-virginica
+19,5.108947716173037,3.0540000000274867,4.899491302880722,1.6654274751354146,Iris-versicolor
+20,6.179366490703079,3.054000000027199,4.899519979247894,1.6654274773263116,Iris-versicolor
+21,6.1903716398742565,3.054000000036972,5.024566089821549,1.6701659286766182,Iris-virginica
+22,6.1793666335502655,3.0540000011622186,4.899883725861057,1.6654279004041201,Iris-versicolor
+23,6.183754788910406,3.054000000118308,4.998639598102557,1.667773318888481,Iris-virginica
+24,6.189822439582881,3.05400000005771,4.997512769067218,1.6732043807865495,Iris-virginica
+25,6.179366496731613,3.0540000000954644,4.899553753259907,1.6654274831593683,Iris-versicolor
+26,6.186880300891618,3.0540000001908507,5.014160133787374,1.670176461332131,Iris-virginica
+27,6.189341338992628,3.0540000000762695,5.037220813750782,1.66976226320629,Iris-virginica
+28,6.179366488626323,3.054000000045579,4.899491616651731,1.6654274751487732,Iris-versicolor
+29,6.179366488625136,3.0540000000466625,4.899491539526517,1.6654274751510976,Iris-versicolor
+30,6.189462859301037,3.054000000070654,5.030022537772649,1.6702336833498528,Iris-virginica
+31,6.1793664886766155,3.054000000020578,4.899493415157599,1.6654274751962326,Iris-versicolor
+0,5.108947716173167,3.054000000055385,4.899491340014094,1.6654274751371805,Iris-versicolor
+1,5.108947716173462,3.0540000000419854,4.8994913924457,1.665427475139978,Iris-versicolor
+2,6.186716712133845,3.054000000015715,4.996369337197774,1.668260267623049,Iris-virginica
+3,6.193285889332992,3.054000000015369,5.073615902027203,1.668457988397429,Iris-virginica
+4,6.1936139829411205,3.0540000000109186,5.055793788302688,1.6690288382609122,Iris-virginica
+5,6.179395110965058,3.0540000000643053,4.912604771722326,1.6654566958485895,Iris-versicolor
+6,6.187989595585999,3.054000000059596,5.018449918408124,1.6692905196523726,Iris-virginica
+7,6.1864403659045415,3.0540000001722674,4.990890977257708,1.6722784051463213,Iris-virginica
+8,6.179538556759192,3.0540000000075533,4.922452761532322,1.6656279510019916,Iris-virginica
+9,5.1089477161730805,3.0540000000276146,4.899491317313682,1.6654274751362106,Iris-versicolor
+10,6.179874180864902,3.0540000000815,4.934914697166508,1.6660022132125965,Iris-virginica
+11,6.180228516490572,3.0540000000079246,4.944321221995032,1.6658614241309115,Iris-virginica
+12,5.108947716173069,3.0540000000307943,4.89949131537118,1.6654274751358047,Iris-versicolor
+13,5.108947716173247,3.0540000000290153,4.899491357672273,1.6654274751379656,Iris-versicolor
+14,5.108947716173066,3.054000000041936,4.899491313095761,1.6654274751360083,Iris-versicolor
+15,6.1837897283607655,3.054000001271563,4.970950854681884,1.6758888743333995,Iris-virginica
+16,6.179366488907575,3.05400000003343,4.899497528115062,1.6654274754440268,Iris-versicolor
+17,5.108947716173037,3.054000000028251,4.8994913025683875,1.6654274751354026,Iris-versicolor
+18,6.180116668314133,3.0540000003814076,4.938971204151299,1.6666807863038124,Iris-virginica
+19,6.191700853956858,3.0540000000284824,5.006502406424153,1.6726731305430222,Iris-virginica
+20,6.179366489165138,3.0540000000610874,4.89950070328449,1.665427476188127,Iris-versicolor
+21,6.192420396574377,3.0540000000168037,5.052480437929991,1.6691649622094047,Iris-virginica
+22,6.187062928200547,3.054000000006645,5.009333968190135,1.6674112275541648,Iris-virginica
+23,6.179366489904571,3.054000000016524,4.899509230068228,1.6654274772407434,Iris-versicolor
diff --git a/iris/lct_gan/0/3/test.csv b/iris/lct_gan/0/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/3/train.csv b/iris/lct_gan/0/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/3/val.csv b/iris/lct_gan/0/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/4/synth.csv b/iris/lct_gan/0/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93dfbd40c5be8ba35f490d6bff0380d7d4da3a19
--- /dev/null
+++ b/iris/lct_gan/0/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.190743551152669,3.054000000043741,5.007887101548825,1.671879274761926,Iris-virginica
+1,6.179777354750563,3.0540000000046756,4.936549716754172,1.6655927771563903,Iris-virginica
+2,6.179933149488166,3.0540000000483203,4.945389465850965,1.665732735842226,Iris-virginica
+3,6.187022348227332,3.0540000000061487,5.040253573100384,1.6667299032828393,Iris-virginica
+4,6.179366488885927,3.05400000009111,4.899497100800724,1.6654274758506695,Iris-versicolor
+5,6.189121416815694,3.054000000072282,5.015238011039141,1.671210465003136,Iris-virginica
+6,6.184242129248455,3.0540000000802294,4.982432386708712,1.6689545484962218,Iris-virginica
+7,6.179366488623832,3.0540000000298666,4.899491475442091,1.6654274751445617,Iris-versicolor
+8,5.108947716173268,3.0540000000515266,4.899491360718617,1.6654274751378981,Iris-versicolor
+9,5.1089477161731915,3.054000000041306,4.899491343555087,1.6654274751376597,Iris-versicolor
+10,6.1937460982715695,3.0540000000084966,5.070473870390158,1.6681225910601547,Iris-virginica
+11,6.180614065626696,3.0540000006438612,4.948959659878579,1.667493063424522,Iris-virginica
+12,6.1793664944568985,3.0540000001760266,4.899538076991724,1.665427484956308,Iris-versicolor
+13,6.179366488623652,3.0540000000254452,4.899491447663716,1.6654274751441236,Iris-versicolor
+14,6.179366490595403,3.0540000000343595,4.8995161611279565,1.6654274797975726,Iris-versicolor
+15,5.108947716173042,3.0540000000257193,4.899491305190369,1.665427475135487,Iris-versicolor
+16,6.188867398425827,3.0540000000334664,5.05062599828843,1.6680333236847733,Iris-virginica
+17,6.192958594691453,3.054000000006924,5.074373741672999,1.6676330250671358,Iris-virginica
+18,5.108947716173247,3.054000000031944,4.899491355555818,1.6654274751382856,Iris-versicolor
+19,5.1089477161730406,3.054000000029549,4.899491304062847,1.6654274751355,Iris-versicolor
+20,6.179392169713199,3.0540000000122203,4.912083682706461,1.6654457372640865,Iris-virginica
+21,6.193389558385273,3.0540000000096565,5.046222451423592,1.669365893433107,Iris-virginica
+22,6.1793664893059805,3.054000000051688,4.899502351038157,1.6654274760822052,Iris-versicolor
+23,6.179699302063458,3.0540000004798866,4.926784902140307,1.6663523823586068,Iris-virginica
+24,6.190455063559356,3.0540000000563636,5.01042924246054,1.6710940054645738,Iris-virginica
+25,6.192180666161196,3.0540000000098155,5.032062166238769,1.6688294549615497,Iris-virginica
+26,6.188770949354348,3.0540000000509995,5.035783339748577,1.6688405035238705,Iris-virginica
+27,6.187179501330143,3.054000000122206,5.005264541636507,1.6706510295268011,Iris-virginica
+28,6.17936648913223,3.0540000001399443,4.899500110874328,1.6654274764216928,Iris-versicolor
+29,6.179366488649008,3.054000000034998,4.899492519885405,1.6654274751888085,Iris-versicolor
+30,6.189556032330627,3.0540000000550505,5.009135534618821,1.6725698309102945,Iris-virginica
+31,6.179366488623679,3.0540000000262286,4.899491457447044,1.6654274751397287,Iris-versicolor
+0,6.194040077540122,3.054000000006095,5.034013271270012,1.668374387432475,Iris-virginica
+1,6.179679582477819,3.054000000040405,4.927434720182962,1.6657980691690515,Iris-virginica
+2,6.180500330275138,3.054000000937331,4.946005799948152,1.6676926249462365,Iris-virginica
+3,6.189990437994823,3.0540000000516097,5.031902991647686,1.6698803915912228,Iris-virginica
+4,6.179517253750402,3.054000000008164,4.926601398612846,1.665490256895972,Iris-virginica
+5,6.179369284719529,3.0540000000098826,4.9045065990761785,1.6654300547033596,Iris-versicolor
+6,6.184772386502133,3.0540000000070187,4.994365772213495,1.6670039164783372,Iris-virginica
+7,6.179366488623879,3.0540000000390366,4.899491474519383,1.6654274751447233,Iris-versicolor
+8,6.181597497374786,3.0540000000987564,4.964794448754472,1.6671233381988153,Iris-virginica
+9,6.179605854868414,3.054000000184824,4.926328836982967,1.665816775429925,Iris-virginica
+10,6.1807575092367015,3.0540000000589203,4.9543966346751,1.6664273657426678,Iris-virginica
+11,6.179366490427368,3.0540000000228193,4.89951624928807,1.6654274786143204,Iris-versicolor
+12,6.179366991446259,3.0540000000280694,4.900851875986676,1.665428392257036,Iris-versicolor
+13,6.181853040668382,3.0540000010639154,4.963766648902146,1.6697119890054706,Iris-virginica
+14,5.108947716173051,3.0540000000308343,4.8994913086518315,1.6654274751357185,Iris-versicolor
+15,5.108947716173045,3.0540000000279477,4.899491306091048,1.6654274751355709,Iris-versicolor
+16,6.185959271588896,3.0540000000735565,5.0063233209389875,1.6685075423678748,Iris-virginica
+17,6.1816132387944025,3.054000000669063,4.955918060861059,1.6698383825029495,Iris-virginica
+18,6.179366488624089,3.054000000020129,4.899491487449365,1.6654274751450433,Iris-versicolor
+19,6.179366488632535,3.0540000000465772,4.8994918829518195,1.6654274751658902,Iris-versicolor
+20,6.182656745631647,3.0540000004765573,4.972308491251686,1.6694351660550684,Iris-virginica
+21,6.179366488624579,3.05400000005639,4.8994915184383,1.6654274751467286,Iris-versicolor
+22,5.108947716173036,3.0540000000287186,4.899491301853264,1.665427475135374,Iris-versicolor
+23,5.108947716173187,3.0540000000284597,4.899491343540625,1.6654274751376392,Iris-versicolor
+24,6.188415435714839,3.054000000119407,5.001649113484411,1.6732312813502304,Iris-virginica
+25,6.1793666424495255,3.0540000009742703,4.899956314796252,1.665428983875725,Iris-versicolor
+26,6.1901810403288975,3.0540000000188647,5.019340355603591,1.6692070275784208,Iris-virginica
+27,5.108947716173037,3.0540000000278282,4.8994913029957825,1.6654274751353944,Iris-versicolor
+28,6.1793943380582395,3.054000000060544,4.91102146089544,1.6654936566237022,Iris-versicolor
+29,5.10894771617307,3.0540000000328376,4.899491315747648,1.6654274751358047,Iris-versicolor
+30,6.192654905120407,3.0540000000153733,5.043128771241653,1.6694784357504118,Iris-virginica
+31,5.108947716173058,3.0540000000283336,4.899491311064538,1.6654274751357583,Iris-versicolor
+0,6.188861763828989,3.0540000000079393,5.017784204167994,1.6676454688209112,Iris-virginica
+1,5.108947716173077,3.0540000000257734,4.899491318077422,1.665427475135688,Iris-versicolor
+2,5.108947716173201,3.0540000000536587,4.899491349071606,1.6654274751374225,Iris-versicolor
+3,5.108947716173233,3.0540000000663285,4.899491352228279,1.665427475138391,Iris-versicolor
+4,6.17936648881492,3.054000000088277,4.899496198781695,1.6654274756253282,Iris-versicolor
+5,6.1793664887610165,3.0540000000554164,4.899494777040132,1.6654274754658642,Iris-versicolor
+6,5.1089477161730565,3.0540000000366616,4.8994913106530085,1.665427475135772,Iris-versicolor
+7,6.189909059831516,3.054000000019422,5.0124007461527444,1.6692460093337014,Iris-virginica
+8,6.191020740967987,3.0540000000314804,5.044684860143034,1.6694355530871323,Iris-virginica
+9,6.194774832593053,3.0540000000066416,5.042536559717936,1.6692521263979017,Iris-virginica
+10,5.108947716173046,3.0540000000282004,4.899491306590354,1.6654274751356057,Iris-versicolor
+11,6.1865643716543905,3.0540000000320413,5.004448182472233,1.6683167857236558,Iris-virginica
+12,6.188648579882496,3.054000000089961,5.020437068160943,1.6702198807016233,Iris-virginica
+13,6.179366488687013,3.0540000000887533,4.8994934160035895,1.6654274752534417,Iris-versicolor
+14,6.184506157378992,3.054000000014358,5.0157947281423745,1.6666573776951252,Iris-virginica
+15,6.179367431165572,3.054000000005323,4.901883736459176,1.6654305419582147,Iris-versicolor
+16,6.179366488675659,3.054000000045586,4.899493358221463,1.6654274752654001,Iris-versicolor
+17,6.188914994106536,3.0540000000162544,5.057942964206798,1.6673756012322936,Iris-virginica
+18,6.186538840976812,3.0540000002065546,4.9870901414113,1.6734020281512654,Iris-virginica
+19,6.179674305032467,3.0540000000090908,4.932868877813094,1.6655739527136042,Iris-virginica
+20,6.179401861453314,3.054000000097247,4.912498173554256,1.6654833179557764,Iris-virginica
+21,5.108947716173263,3.0540000000311,4.899491354970252,1.6654274751383173,Iris-versicolor
+22,5.108947716173053,3.054000000030181,4.899491308251025,1.6654274751358271,Iris-versicolor
+23,6.190734172707153,3.054000000027932,5.031995217108097,1.6701412222462395,Iris-virginica
+24,6.190893296733654,3.0540000000327012,5.038332209341837,1.6696902654544543,Iris-virginica
+25,6.18621902427213,3.0540000001059138,4.994099245135373,1.6704586517524935,Iris-virginica
+26,6.179432319039784,3.054000000205753,4.915804445835483,1.665577906550481,Iris-virginica
+27,6.1803746021457435,3.0540000013833075,4.945662449586795,1.6674422996220242,Iris-virginica
+28,6.179366488709039,3.054000000043288,4.899493992683632,1.6654274752631895,Iris-versicolor
+29,5.108947716173052,3.0540000000315923,4.899491308619052,1.6654274751357554,Iris-versicolor
+30,6.193256259245688,3.0540000000106886,5.029540211371684,1.6697951564455733,Iris-virginica
+31,6.1793667337690295,3.0540000018847837,4.900038444058781,1.6654284160792328,Iris-versicolor
+0,6.191570976569473,3.054000000018376,5.0197326827622035,1.6709180029394006,Iris-virginica
+1,6.179366912676958,3.0540000000153134,4.900831464916582,1.6654279346181535,Iris-versicolor
+2,6.180425488770532,3.0540000013157713,4.940941791717251,1.6685802962392537,Iris-virginica
+3,5.108947716173052,3.0540000000327128,4.899491308335848,1.6654274751357605,Iris-versicolor
+4,6.183787031325642,3.0540000002614685,4.991821786542435,1.6687371098859891,Iris-virginica
+5,6.182774366271977,3.0540000000287217,4.9928152613640995,1.6665538778171463,Iris-virginica
+6,6.185081212187372,3.0540000000984353,5.0051522927204255,1.6681551427405827,Iris-virginica
+7,5.108947716173061,3.0540000000304994,4.899491311347284,1.6654274751359088,Iris-versicolor
+8,5.108947716173129,3.054000000045532,4.8994913308430705,1.6654274751366038,Iris-versicolor
+9,5.1089477161730725,3.0540000000366003,4.8994913147784285,1.6654274751360776,Iris-versicolor
+10,6.179366496139516,3.054000001520527,4.899544033421512,1.6654275101553055,Iris-versicolor
+11,6.179366488766895,3.0540000002324126,4.89949475195698,1.6654274754055962,Iris-versicolor
+12,6.191222274364152,3.054000000027199,5.040189475529919,1.6698262854059225,Iris-virginica
+13,6.179366505572937,3.05400000003536,4.899613709788999,1.6654274875953343,Iris-versicolor
+14,5.108947716173347,3.0540000000240224,4.899491369395011,1.6654274751389655,Iris-versicolor
+15,5.1089477161730725,3.0540000000287915,4.899491314805587,1.6654274751360632,Iris-versicolor
+16,5.108947716173972,3.054000000037566,4.899491457077591,1.665427475141131,Iris-versicolor
+17,6.179366488627177,3.054000000073807,4.899491667406988,1.6654274751605558,Iris-versicolor
+18,6.17937591065623,3.054000002715051,4.905669198855063,1.6655018463129163,Iris-versicolor
+19,6.194346730119899,3.054000000007558,5.056299752636957,1.6689830555080583,Iris-virginica
+20,6.1913123860828385,3.0540000000195278,5.015108427638638,1.6715439687789009,Iris-virginica
+21,6.1853391556923345,3.0540000001984913,4.983238752905416,1.67165368849461,Iris-virginica
+22,5.108947716173034,3.054000000026647,4.899491301757894,1.6654274751353408,Iris-versicolor
+23,5.108947716173049,3.054000000028549,4.899491306905289,1.6654274751356586,Iris-versicolor
diff --git a/iris/lct_gan/0/4/test.csv b/iris/lct_gan/0/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/4/train.csv b/iris/lct_gan/0/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/4/val.csv b/iris/lct_gan/0/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/5/synth.csv b/iris/lct_gan/0/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c66110b97bbb3930203ab53f86ccbdd8b9a3e837
--- /dev/null
+++ b/iris/lct_gan/0/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366511718222,3.05400000039086,4.899606198183968,1.665427506240124,Iris-versicolor
+1,6.188041612075734,3.054000000074287,5.016608698499633,1.6695394709923668,Iris-virginica
+2,6.180522354493326,3.0540000000169303,4.949811303973716,1.6660586920084455,Iris-virginica
+3,5.108947716173292,3.0540000000216416,4.89949136467496,1.6654274751382103,Iris-versicolor
+4,5.108947716173077,3.0540000000398386,4.899491316010044,1.6654274751362053,Iris-versicolor
+5,6.190423864820371,3.054000000039687,5.020268613492342,1.671095067049887,Iris-virginica
+6,6.179379012485187,3.054000000006546,4.907958309917305,1.6654540995918663,Iris-versicolor
+7,6.179366570136179,3.054000002378254,4.899748768963848,1.6654282019949436,Iris-versicolor
+8,6.179372883709965,3.0540000000308933,4.904975537683372,1.6654562533960524,Iris-versicolor
+9,6.183114645514951,3.0540000000177883,4.994040875699011,1.6665805248116115,Iris-virginica
+10,6.179691239455261,3.0540000000694163,4.9262632198310765,1.6660369284899454,Iris-virginica
+11,6.192107476359663,3.054000000016896,5.027642710669613,1.670355084174491,Iris-virginica
+12,6.1793667829179455,3.0540000000138914,4.900516538114758,1.66542882790976,Iris-versicolor
+13,5.1089477161731125,3.0540000000291148,4.899491327771519,1.665427475135964,Iris-versicolor
+14,6.189909305935536,3.0540000000192467,5.044166113815201,1.6680883014059225,Iris-virginica
+15,6.179366494787182,3.054000000011735,4.899550666158226,1.665427485214851,Iris-versicolor
+16,5.108947716173044,3.0540000000265297,4.899491306172803,1.6654274751354956,Iris-versicolor
+17,6.179366489526424,3.054000000015209,4.899509518417219,1.665427476157298,Iris-versicolor
+18,6.192027680094428,3.054000000021811,5.067681517577037,1.6684994746457593,Iris-virginica
+19,6.1793666423556655,3.0540000005900656,4.89993199680336,1.6654280765771088,Iris-versicolor
+20,6.1840632287073305,3.054000000041042,4.989307317020895,1.667626875376418,Iris-virginica
+21,6.179436996601141,3.054000000012142,4.917007069466217,1.66549943092467,Iris-virginica
+22,6.179869809599125,3.0540000000695797,4.9357711220023885,1.6659052907895673,Iris-virginica
+23,6.183579341145926,3.054000000256169,4.976661985730768,1.6699830578616794,Iris-virginica
+24,6.179366488699443,3.0540000000196232,4.89949378784591,1.6654274752736666,Iris-versicolor
+25,6.18436618868105,3.054000000121202,4.9977460467031785,1.6682504831343656,Iris-virginica
+26,6.193349430183742,3.0540000000133314,5.023898662143925,1.669926177198897,Iris-virginica
+27,6.183806746488555,3.05400000081695,4.985356855558048,1.670936294588607,Iris-virginica
+28,6.179366489082225,3.0540000000240943,4.899499915401471,1.6654274762696122,Iris-versicolor
+29,6.179381599220404,3.0540000000419507,4.90941997059055,1.6654450177394524,Iris-versicolor
+30,6.1795657074509,3.0540000000548564,4.926875542358365,1.665603889926678,Iris-virginica
+31,6.179366488967596,3.054000000017546,4.899499808391781,1.6654274754965235,Iris-versicolor
+0,5.108947716173059,3.054000000030874,4.899491311003715,1.665427475135924,Iris-versicolor
+1,6.179366488627084,3.054000000078248,4.899491689596801,1.6654274751667484,Iris-versicolor
+2,5.108947716173196,3.0540000000262557,4.899491346192784,1.6654274751375011,Iris-versicolor
+3,6.183660683055949,3.0540000005802397,4.976772796359902,1.671159478728572,Iris-virginica
+4,6.188323547585271,3.054000000117283,5.014457208829565,1.6710153882001682,Iris-virginica
+5,6.181551446641687,3.0540000000029144,4.97165634693623,1.6659830107737625,Iris-virginica
+6,6.1793664897712235,3.054000000170792,4.899507066817972,1.6654274771878725,Iris-versicolor
+7,6.182344959029214,3.0540000000481524,4.985180815489157,1.6666735513735562,Iris-virginica
+8,6.1864386801268685,3.0540000000239638,5.0325719326533145,1.6672301899416782,Iris-virginica
+9,6.18288345030986,3.054000000239916,4.969058788203104,1.6694090216109307,Iris-virginica
+10,6.191677031366665,3.0540000000265763,5.019521892429989,1.6707085137801574,Iris-virginica
+11,6.1807869035905165,3.0540000001171834,4.947177916262056,1.6672969130052124,Iris-virginica
+12,6.179366488636942,3.0540000000572296,4.899492034877348,1.6654274751781057,Iris-versicolor
+13,6.17936649194335,3.054000000067919,4.899525759207837,1.6654274823351354,Iris-versicolor
+14,6.1899153288608115,3.0540000000528464,5.043646604569945,1.6691106223366727,Iris-virginica
+15,6.179387766582823,3.0540000003133985,4.91008183272303,1.6654788311118458,Iris-versicolor
+16,5.108947716173061,3.0540000000297405,4.8994913114750975,1.6654274751358584,Iris-versicolor
+17,5.108947716173053,3.054000000027877,4.899491309152406,1.6654274751357234,Iris-versicolor
+18,5.108947716173215,3.0540000000278105,4.899491350498064,1.6654274751370617,Iris-versicolor
+19,6.19221109939816,3.0540000000149523,5.036579850552983,1.669909736288896,Iris-virginica
+20,6.182955136994494,3.0540000015115054,4.97210888829055,1.6721809994939805,Iris-virginica
+21,6.189738847180578,3.054000000062972,5.000316872059354,1.6744163392719686,Iris-virginica
+22,6.190922615182157,3.054000000019894,5.03264892477893,1.6691221015690247,Iris-virginica
+23,6.190908013475133,3.054000000025957,5.013804001432453,1.6717284399245231,Iris-virginica
+24,6.191861662366674,3.0540000000141516,5.021421744418546,1.670755339358077,Iris-virginica
+25,5.1089477161731285,3.054000000031321,4.899491332031587,1.665427475136262,Iris-versicolor
+26,6.19097133401747,3.0540000000433705,5.0077342429134655,1.6723411100503094,Iris-virginica
+27,6.179366488706897,3.0540000000711993,4.899493949481627,1.6654274752872682,Iris-versicolor
+28,6.179948928729718,3.054000000531719,4.936276692371102,1.666526536081774,Iris-virginica
+29,5.108947716173038,3.054000000027816,4.899491303171589,1.6654274751354212,Iris-versicolor
+30,6.179366664981437,3.0540000000507472,4.900200715608011,1.6654279510247076,Iris-versicolor
+31,5.108947716173253,3.054000000024936,4.899491358058854,1.6654274751380318,Iris-versicolor
+0,6.17936648862353,3.054000000036946,4.899491461487494,1.6654274751448854,Iris-versicolor
+1,5.108947716173041,3.0540000000282066,4.89949130460052,1.66542747513548,Iris-versicolor
+2,6.186480243121803,3.054000000076643,5.0231731151668,1.6682205446340739,Iris-virginica
+3,6.184508271572869,3.0540000000441165,5.021257191884966,1.6669080432527403,Iris-virginica
+4,6.193433424858053,3.0540000000117145,5.052719431193211,1.669182700431308,Iris-virginica
+5,5.108947716173047,3.0540000000302183,4.899491306898876,1.6654274751356066,Iris-versicolor
+6,6.179366488962218,3.054000000040173,4.899498090322999,1.6654274757313523,Iris-versicolor
+7,5.108947716173098,3.054000000025061,4.8994913215930485,1.6654274751365352,Iris-versicolor
+8,6.181825485384368,3.0540000000030756,4.994813661022213,1.665835667228627,Iris-virginica
+9,6.184962373576159,3.0540000001605723,4.990920243270368,1.669079102265945,Iris-virginica
+10,5.108947716173097,3.054000000027496,4.899491324210382,1.665427475136076,Iris-versicolor
+11,5.108947716173127,3.054000000031491,4.899491330895373,1.6654274751364757,Iris-versicolor
+12,6.179443402364575,3.054000000149439,4.917931672230097,1.6655316599976615,Iris-virginica
+13,6.1860338829374415,3.0540000000356327,5.026317435556118,1.6673115317242109,Iris-virginica
+14,6.187848413448834,3.05400000000478,5.012419694019916,1.6673176214637029,Iris-virginica
+15,6.179366488751511,3.0540000000974588,4.899494646438889,1.6654274753281897,Iris-versicolor
+16,5.108947716173089,3.0540000000241134,4.899491320345434,1.6654274751355544,Iris-versicolor
+17,6.179366488626432,3.0540000000272483,4.899491613159921,1.6654274751537053,Iris-versicolor
+18,5.1089477161730485,3.054000000030073,4.899491307638654,1.6654274751356661,Iris-versicolor
+19,5.108947716173828,3.05400000003018,4.899491438320679,1.6654274751394256,Iris-versicolor
+20,6.186932967151739,3.054000000246028,4.994835522983807,1.6731120444793657,Iris-virginica
+21,6.179400976243563,3.0540000000086107,4.911695095875588,1.6654673226494479,Iris-virginica
+22,6.17990699509725,3.05400000074468,4.934916288662282,1.6665708142423818,Iris-virginica
+23,5.108947716173091,3.0540000000260616,4.899491319513309,1.665427475136428,Iris-versicolor
+24,6.1793669080756395,3.0540000000508574,4.900768809834583,1.6654281339384656,Iris-versicolor
+25,6.193917842623726,3.054000000008734,5.046862038868659,1.669327355806296,Iris-virginica
+26,5.108947716173062,3.054000000025914,4.899491313142962,1.6654274751355713,Iris-versicolor
+27,5.108947716173038,3.05400000002687,4.899491303535649,1.6654274751353957,Iris-versicolor
+28,5.108947716173469,3.054000000030131,4.89949138895488,1.6654274751395703,Iris-versicolor
+29,6.187961233666432,3.0540000000826053,5.003307320759029,1.6707180831377408,Iris-virginica
+30,6.179372302173885,3.054000000036738,4.906569200658727,1.6654338342872714,Iris-versicolor
+31,6.179366491314683,3.0540000000441574,4.899520660956334,1.6654274792016042,Iris-versicolor
+0,6.186963527972373,3.0540000000285934,5.0192908785326145,1.6678814600924903,Iris-virginica
+1,6.179366488627955,3.0540000000287946,4.899491703782648,1.665427475158419,Iris-versicolor
+2,5.108947716173037,3.054000000026291,4.899491303162944,1.6654274751353875,Iris-versicolor
+3,5.108947716173069,3.0540000000267216,4.89949131565287,1.6654274751355347,Iris-versicolor
+4,5.108947716173134,3.0540000000328025,4.89949133366892,1.6654274751370228,Iris-versicolor
+5,6.179366488626801,3.0540000000571887,4.89949163517421,1.6654274751508933,Iris-versicolor
+6,6.179366776668083,3.054000000321259,4.9002254752487975,1.6654280104443389,Iris-versicolor
+7,5.108947716173297,3.05400000005262,4.899491366116136,1.6654274751393843,Iris-versicolor
+8,6.17936667257921,3.0540000002507863,4.900079496305341,1.6654280955162806,Iris-versicolor
+9,5.108947716173303,3.054000000023827,4.899491361218234,1.6654274751387492,Iris-versicolor
+10,6.17936816659547,3.0540000000076395,4.902791015095863,1.66542933970211,Iris-versicolor
+11,6.189585476271265,3.054000000024883,5.051577769042054,1.668020170508158,Iris-virginica
+12,6.179366488625965,3.054000000023994,4.899491601674235,1.6654274751466425,Iris-versicolor
+13,5.108947716173042,3.0540000000284553,4.899491305174245,1.6654274751355256,Iris-versicolor
+14,6.184245758062676,3.054000000068825,4.985631924809951,1.6682882367051781,Iris-virginica
+15,5.108947716173194,3.054000000047933,4.89949134361326,1.6654274751373057,Iris-versicolor
+16,6.179373579445793,3.0540000004767065,4.906524940504644,1.6654433957713977,Iris-versicolor
+17,5.108947716173054,3.054000000031715,4.899491308784542,1.665427475135816,Iris-versicolor
+18,6.179366488841317,3.05400000005089,4.899496267651011,1.6654274756571186,Iris-versicolor
+19,6.1816624256108,3.0540000001354906,4.964724654317013,1.6673936885579341,Iris-virginica
+20,6.187263408857138,3.0540000000455745,5.025155674908232,1.6683383212643648,Iris-virginica
+21,5.108947716173241,3.054000000035506,4.899491359425555,1.6654274751376381,Iris-versicolor
+22,6.179366488650062,3.0540000000408067,4.899492513758988,1.6654274751758933,Iris-versicolor
+23,6.179366489212195,3.054000000020811,4.899503056623645,1.6654274757618757,Iris-versicolor
diff --git a/iris/lct_gan/0/5/test.csv b/iris/lct_gan/0/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/5/train.csv b/iris/lct_gan/0/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/5/val.csv b/iris/lct_gan/0/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/6/synth.csv b/iris/lct_gan/0/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba4de9db2fce601afa07853969890a7e567368cd
--- /dev/null
+++ b/iris/lct_gan/0/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187190884163917,3.054000000230817,4.9850367929383905,1.6760088616141668,Iris-virginica
+1,6.179366488661215,3.0540000000558916,4.899492850949571,1.665427475201488,Iris-versicolor
+2,6.1871660137144024,3.0540000001090393,4.996109207369855,1.6708088370588259,Iris-virginica
+3,5.108947716173062,3.0540000000326057,4.899491311862965,1.6654274751359541,Iris-versicolor
+4,6.179366488628003,3.054000000023288,4.899491707283166,1.6654274751474045,Iris-versicolor
+5,6.179423210669246,3.0540000000202094,4.915878430065352,1.6654996100327808,Iris-virginica
+6,6.179366540559968,3.0540000002468153,4.899704974176691,1.66542756707784,Iris-versicolor
+7,6.193339744979676,3.054000000009959,5.046093505872083,1.6694160248929126,Iris-virginica
+8,5.108947716173049,3.054000000028186,4.899491307717398,1.665427475135664,Iris-versicolor
+9,6.192802591236029,3.0540000000132395,5.0398205861951215,1.6693461058580732,Iris-virginica
+10,6.1928001497168355,3.0540000000157064,5.052008091989753,1.669155585756106,Iris-virginica
+11,5.1089477161733035,3.054000000025139,4.899491361630381,1.6654274751386635,Iris-versicolor
+12,5.108947716173048,3.054000000028041,4.899491306972078,1.6654274751356455,Iris-versicolor
+13,5.108947716173135,3.0540000000314613,4.899491333979681,1.665427475136416,Iris-versicolor
+14,6.179366488626497,3.054000000021072,4.899491604152713,1.6654274751547473,Iris-versicolor
+15,5.1089477161730885,3.0540000000269556,4.899491320128211,1.6654274751364282,Iris-versicolor
+16,6.1914169307913465,3.0540000000253524,5.034870415249365,1.67000017617975,Iris-virginica
+17,6.187700956007768,3.0540000001099634,5.019238112161924,1.6697472439967893,Iris-virginica
+18,5.108947716173041,3.0540000000257526,4.899491305444988,1.6654274751354123,Iris-versicolor
+19,6.180851713480477,3.0540000000087173,4.9584780990651325,1.6660073101373565,Iris-virginica
+20,6.182327366774908,3.0540000000103804,4.978538531217363,1.6664073744558152,Iris-virginica
+21,5.10894771617304,3.05400000002826,4.899491304114782,1.665427475135471,Iris-versicolor
+22,6.1793698290348535,3.0540000000279997,4.904555067392098,1.66543253110403,Iris-versicolor
+23,5.108947716173062,3.0540000000304692,4.899491312375685,1.6654274751359337,Iris-versicolor
+24,6.183002097545567,3.0540000000817953,4.981032702132685,1.6673261651251423,Iris-virginica
+25,6.179366488630742,3.0540000000569094,4.8994917942757725,1.6654274751643572,Iris-versicolor
+26,6.179366488626349,3.0540000000210346,4.899491631228321,1.665427475148911,Iris-versicolor
+27,6.192378030429782,3.054000000014749,5.0382633091436535,1.6693255434032488,Iris-virginica
+28,5.108947716173154,3.054000000027341,4.899491337935228,1.6654274751365716,Iris-versicolor
+29,6.180037240812764,3.0540000022071867,4.933840587601199,1.6680062106408973,Iris-virginica
+30,6.1793664887058,3.0540000000557934,4.899494102853812,1.665427475267076,Iris-versicolor
+31,6.179373053571657,3.054000000415394,4.905447996576036,1.6654584164863702,Iris-versicolor
+0,6.179634758669989,3.0540000003775853,4.924192427438868,1.6661936640369546,Iris-virginica
+1,6.179647842270775,3.0540000016309143,4.924621607573787,1.666496380513183,Iris-virginica
+2,5.108947716173098,3.0540000000319494,4.899491322426387,1.6654274751364266,Iris-versicolor
+3,6.179366488622534,3.0540000000238465,4.899491363201943,1.6654274751391145,Iris-versicolor
+4,6.179436932014087,3.054000000190641,4.9164405079141735,1.6655767463719102,Iris-virginica
+5,5.108947716173088,3.054000000027896,4.899491319930636,1.665427475136201,Iris-versicolor
+6,6.1793667295461505,3.05400000001425,4.90038859281756,1.6654282904536988,Iris-versicolor
+7,6.179366488626957,3.0540000000745735,4.899491633171256,1.6654274751549032,Iris-versicolor
+8,6.179366488638245,3.0540000003445384,4.8994920398335395,1.6654274752188571,Iris-versicolor
+9,6.179408945920041,3.0540000000304266,4.916412506656013,1.6654518338363486,Iris-virginica
+10,6.184646467345822,3.0540000001427194,4.98163278046066,1.6702043908546076,Iris-virginica
+11,5.108947716173361,3.0540000000505008,4.899491377152271,1.6654274751392077,Iris-versicolor
+12,6.190611550159497,3.05400000003867,5.006998052612933,1.6723798303856185,Iris-virginica
+13,6.179366488623604,3.054000000037876,4.899491452650692,1.6654274751422913,Iris-versicolor
+14,5.108947716173038,3.054000000028187,4.899491302744451,1.6654274751354246,Iris-versicolor
+15,6.183347241700288,3.054000000001157,4.977381185485062,1.6667118354311516,Iris-virginica
+16,6.189946818323241,3.0540000000695744,4.992339025795683,1.676936784241827,Iris-virginica
+17,5.108947716173103,3.0540000000353498,4.899491322677249,1.6654274751366047,Iris-versicolor
+18,5.108947716173095,3.054000000025381,4.89949132330618,1.6654274751357598,Iris-versicolor
+19,6.179366488623887,3.054000000051767,4.899491487106319,1.6654274751458764,Iris-versicolor
+20,6.190507835093434,3.05400000001896,5.015417671839086,1.6692302609215344,Iris-virginica
+21,6.192586919059383,3.0540000000173397,5.0552428118404,1.669147891607616,Iris-virginica
+22,6.185352119029824,3.0540000001579375,5.005615871363709,1.668767667882282,Iris-virginica
+23,6.180778291605642,3.0540000000040366,4.9556303847113945,1.6659281353673332,Iris-virginica
+24,5.1089477161730406,3.054000000029708,4.899491303674722,1.6654274751355003,Iris-versicolor
+25,6.179366489968428,3.054000000024969,4.8995124489284,1.665427476564179,Iris-versicolor
+26,6.191326271090339,3.054000000017916,5.03738780511875,1.6690121677417942,Iris-virginica
+27,6.1793664907080945,3.0540000000472456,4.899517913047809,1.66542747901442,Iris-versicolor
+28,5.108947716173038,3.0540000000289966,4.899491302845002,1.6654274751354456,Iris-versicolor
+29,6.189563099629333,3.0540000000556335,5.014153642735847,1.6714787173752217,Iris-virginica
+30,6.179366493070519,3.0540000000421075,4.899535471000448,1.6654274814202905,Iris-versicolor
+31,6.1793699128321045,3.054000000030822,4.904351712378057,1.6654347949100017,Iris-versicolor
+0,6.179366488636415,3.054000000020459,4.899492076097917,1.665427475155013,Iris-versicolor
+1,6.1793664886255435,3.054000000023769,4.899491580541075,1.665427475150179,Iris-versicolor
+2,6.179366488625332,3.0540000000370164,4.899491565316251,1.6654274751463496,Iris-versicolor
+3,6.192101905903249,3.0540000000189136,5.0208924798357355,1.6708067730237626,Iris-virginica
+4,5.108947716173053,3.054000000025773,4.899491310105819,1.665427475135501,Iris-versicolor
+5,6.194921853600363,3.0540000000048844,5.039259416655774,1.6685076993829904,Iris-virginica
+6,5.108947716173063,3.0540000000320946,4.899491312349508,1.6654274751358658,Iris-versicolor
+7,6.185206618220288,3.054000000362065,4.984950727098166,1.672444607073468,Iris-virginica
+8,6.179367001347948,3.0540000002061505,4.900735582670235,1.6654281958682615,Iris-versicolor
+9,6.179480616299958,3.054000000004267,4.919788535072492,1.6655257568219495,Iris-virginica
+10,6.179742863193832,3.0540000063430255,4.927329103020391,1.6675357876452759,Iris-virginica
+11,6.180765603043637,3.0540000010860378,4.947350357486869,1.6687109209882214,Iris-virginica
+12,6.1793664886243524,3.054000000027826,4.899491489214115,1.6654274751468683,Iris-versicolor
+13,6.190028613399306,3.054000000022865,5.028010211744836,1.668857599615126,Iris-virginica
+14,6.17936813618361,3.0540000000803063,4.9023344051091735,1.665434169732239,Iris-versicolor
+15,6.179366489211545,3.054000000029591,4.899502561256783,1.6654274759803256,Iris-versicolor
+16,6.187855748464093,3.0540000001433434,5.004374986173473,1.671688189405543,Iris-virginica
+17,5.108947716173175,3.05400000003823,4.899491341012436,1.6654274751371758,Iris-versicolor
+18,6.179366488630136,3.0540000000400083,4.8994918217059125,1.6654274751662874,Iris-versicolor
+19,6.193497863674743,3.054000000010743,5.039791995551984,1.6692775265496087,Iris-virginica
+20,6.192480929796972,3.0540000000100505,5.027382580841694,1.6702651336813994,Iris-virginica
+21,5.1089477161730406,3.0540000000295198,4.899491304501309,1.665427475135474,Iris-versicolor
+22,6.179366492981617,3.0540000000312912,4.899537333118533,1.6654274869669274,Iris-versicolor
+23,6.185082135251738,3.0540000000952356,4.998660021777204,1.668717636545102,Iris-virginica
+24,6.190869071871452,3.0540000000304324,5.014684758331424,1.6713990393411657,Iris-virginica
+25,6.179373608875714,3.0540000000091765,4.905962890014541,1.6654432266121444,Iris-versicolor
+26,6.179370308148328,3.054000000025209,4.9049924082420855,1.6654327433412788,Iris-versicolor
+27,6.180110980034549,3.0540000000124286,4.944963448383975,1.6658247230456726,Iris-virginica
+28,5.108947716173619,3.054000000029797,4.899491418085572,1.6654274751388798,Iris-versicolor
+29,6.1926660418501625,3.0540000000154937,5.0580868679425555,1.6687041546563228,Iris-virginica
+30,6.179391244658061,3.0540000005790047,4.910506023409263,1.6654944153240538,Iris-versicolor
+31,6.1795291718865615,3.05400000000426,4.928098023729101,1.665483708123045,Iris-virginica
+0,6.192096738416024,3.0540000000150207,5.025471910433927,1.6704605253302611,Iris-virginica
+1,6.179372300255283,3.05400000003052,4.905743561416934,1.6654440307140157,Iris-versicolor
+2,6.179366488677566,3.0540000000383665,4.899493204466645,1.6654274752524894,Iris-versicolor
+3,5.108947716173239,3.0540000000260967,4.899491350812645,1.6654274751380505,Iris-versicolor
+4,6.186060636466152,3.0540000000925005,5.000250529510569,1.6688998342342016,Iris-virginica
+5,6.179366488626757,3.0540000000291823,4.899491657315503,1.6654274751542852,Iris-versicolor
+6,6.179366488635641,3.0540000000415306,4.89949202640542,1.6654274751674174,Iris-versicolor
+7,6.192375177575259,3.054000000012574,5.028403064190855,1.6703292566154044,Iris-virginica
+8,5.10894771617308,3.0540000000272647,4.899491316903516,1.6654274751362466,Iris-versicolor
+9,6.185954670907811,3.054000000029832,5.005302700014553,1.6678546288601592,Iris-virginica
+10,6.179393469362903,3.054000000095835,4.910867381279531,1.6654947583676705,Iris-versicolor
+11,6.185024645213405,3.0540000000453578,5.001032476096281,1.6678423694462077,Iris-virginica
+12,6.179493415125103,3.0540000000220435,4.923947748252142,1.665499520660338,Iris-virginica
+13,6.1839793037508715,3.0540000002841197,4.976918807498709,1.6705244912491508,Iris-virginica
+14,6.187387666288435,3.0540000000911283,4.995913919269561,1.670480560866828,Iris-virginica
+15,6.191512756585223,3.054000000016509,5.023799020125606,1.6706406665291795,Iris-virginica
+16,6.179366488623196,3.0540000000260523,4.899491427660014,1.6654274751416596,Iris-versicolor
+17,5.108947716173191,3.054000000037437,4.89949134305583,1.6654274751373705,Iris-versicolor
+18,5.108947716173168,3.0540000000332936,4.899491343787714,1.665427475137011,Iris-versicolor
+19,6.189093116247837,3.054000000075684,5.013905594518283,1.6718195144011425,Iris-virginica
+20,5.108947716173159,3.054000000047499,4.899491334515868,1.6654274751373825,Iris-versicolor
+21,6.179701508328474,3.054000000538032,4.927982738776877,1.6662946741038165,Iris-virginica
+22,5.108947716173327,3.054000000056473,4.899491369900956,1.6654274751394997,Iris-versicolor
+23,6.181624933441272,3.0540000001984797,4.9651618310146866,1.6674013576247888,Iris-virginica
diff --git a/iris/lct_gan/0/6/test.csv b/iris/lct_gan/0/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/6/train.csv b/iris/lct_gan/0/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/6/val.csv b/iris/lct_gan/0/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/7/synth.csv b/iris/lct_gan/0/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e93f05bd9950932e699b87bd7519b35e7515a398
--- /dev/null
+++ b/iris/lct_gan/0/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179864539931672,3.0540000000120706,4.94155515231251,1.665649714176384,Iris-virginica
+1,6.179366488624851,3.0540000000266825,4.899491537487137,1.6654274751438782,Iris-versicolor
+2,6.192280853503924,3.054000000008302,5.062242366589829,1.667839232202634,Iris-virginica
+3,6.17936648863706,3.0540000000165586,4.899492071161811,1.6654274751845581,Iris-versicolor
+4,6.179367807635763,3.0540000000905434,4.901906879981341,1.6654300544401013,Iris-versicolor
+5,6.17936863413367,3.0540000000959586,4.9030778489878175,1.6654325624843516,Iris-versicolor
+6,6.183823263344986,3.0540000000565515,4.992968138759723,1.6675543798662746,Iris-virginica
+7,6.179366488635461,3.0540000000182435,4.899492033734507,1.6654274751553608,Iris-versicolor
+8,6.1931186459653915,3.05400000001351,5.023452155341362,1.670339375729808,Iris-virginica
+9,6.189387294909448,3.054000000030346,5.016307896418222,1.6693261702402162,Iris-virginica
+10,6.179366490266949,3.0540000000244647,4.899515732953316,1.6654274768270705,Iris-versicolor
+11,6.179369346368425,3.05400000000959,4.90412573834758,1.6654359705104964,Iris-versicolor
+12,6.179366619616216,3.054000000139759,4.899995631278649,1.6654278903836233,Iris-versicolor
+13,6.191099799618343,3.054000000016439,5.024664206005021,1.6687843280016974,Iris-virginica
+14,6.192351704968686,3.054000000015728,5.028081713366367,1.669259193709424,Iris-virginica
+15,5.108947716173098,3.0540000000269725,4.899491325058825,1.665427475135912,Iris-versicolor
+16,5.108947716173044,3.0540000000290584,4.899491305195118,1.6654274751356009,Iris-versicolor
+17,6.179366490130348,3.054000000009086,4.899512061524662,1.6654274777824616,Iris-versicolor
+18,6.179366488623233,3.0540000000215395,4.899491419393358,1.6654274751426115,Iris-versicolor
+19,6.185665143821318,3.0540000004626933,4.990005280155745,1.6730678379951385,Iris-virginica
+20,6.1857824399250445,3.0540000000029037,5.038297190181388,1.6663182051639023,Iris-virginica
+21,6.193184193295936,3.054000000011017,5.070058305517219,1.6682683355490802,Iris-virginica
+22,6.184698268407394,3.054000000181853,4.99267665427636,1.6692149321679488,Iris-virginica
+23,6.179367738614068,3.0540000000100753,4.902348663691891,1.6654293201019048,Iris-versicolor
+24,6.179366980444719,3.054000000023228,4.900984815227207,1.6654280777351869,Iris-versicolor
+25,6.1796825690598975,3.0540000000194776,4.9288423841248346,1.665751474959022,Iris-virginica
+26,6.179366488636865,3.054000000016273,4.899492056017569,1.6654274751793308,Iris-versicolor
+27,6.1857928369483846,3.0540000001939065,4.984915151383203,1.6721427033033989,Iris-virginica
+28,6.180295526675956,3.0540000012378647,4.937938088890689,1.6683647897306044,Iris-virginica
+29,6.19208963695557,3.054000000026685,5.012885986648133,1.6712041937786406,Iris-virginica
+30,6.179367511850709,3.054000000014259,4.901823009287486,1.665430710091318,Iris-versicolor
+31,6.179366488628104,3.0540000000312473,4.899491713596415,1.6654274751513707,Iris-versicolor
+0,5.108947716173037,3.0540000000255696,4.899491303265528,1.6654274751353675,Iris-versicolor
+1,6.191836074520457,3.0540000000150407,5.030959800588373,1.6693652413105886,Iris-virginica
+2,5.1089477161738515,3.0540000000328886,4.8994914392998625,1.6654274751393492,Iris-versicolor
+3,6.179624858473495,3.0540000000046215,4.933685999894792,1.6655108211478038,Iris-virginica
+4,6.190888409512195,3.0540000000247787,5.027143237386871,1.670391545123463,Iris-virginica
+5,5.108947716173039,3.054000000026383,4.899491303715549,1.6654274751354412,Iris-versicolor
+6,6.179366506593016,3.0540000000161838,4.899625157348825,1.6654274927902577,Iris-versicolor
+7,5.108947716173765,3.0540000000792675,4.899491430309615,1.6654274751430866,Iris-versicolor
+8,6.179366525945727,3.0540000000354746,4.899690242886605,1.6654275296685315,Iris-versicolor
+9,6.179366493565156,3.054000000015559,4.899543246088874,1.6654274902408475,Iris-versicolor
+10,6.179366584284118,3.0540000000103773,4.8999817928965435,1.6654275749743848,Iris-versicolor
+11,6.191497185800051,3.0540000000233376,5.041320031604477,1.6696980509571935,Iris-virginica
+12,6.18045849407337,3.0540000000675955,4.954384503037374,1.6660917794264867,Iris-virginica
+13,6.179367114710223,3.0540000000135143,4.901101812835246,1.6654281118929644,Iris-versicolor
+14,6.179470821540822,3.054000000080639,4.919075774778997,1.6655850047297478,Iris-virginica
+15,5.108947716173039,3.054000000027411,4.899491304124693,1.6654274751354137,Iris-versicolor
+16,6.179366766281766,3.054000000016068,4.900513045871974,1.6654278338969735,Iris-versicolor
+17,5.108947716173049,3.054000000028544,4.899491308219314,1.6654274751356397,Iris-versicolor
+18,5.108947716173308,3.0540000000423633,4.899491372395255,1.6654274751383085,Iris-versicolor
+19,6.182982475804576,3.0540000000099576,4.983433196793808,1.6666209580390894,Iris-virginica
+20,6.18732664155498,3.054000000043757,5.041551195583968,1.6675466710358517,Iris-virginica
+21,5.108947716173036,3.054000000029926,4.899491301740269,1.6654274751353768,Iris-versicolor
+22,5.108947716173265,3.0540000000232146,4.899491358436036,1.66542747513824,Iris-versicolor
+23,6.179366488629369,3.054000000024596,4.899491784033953,1.665427475151592,Iris-versicolor
+24,6.1803195225150125,3.054000000328849,4.950651829485411,1.6663885473238904,Iris-virginica
+25,6.182256512521433,3.0540000003505403,4.979586129402186,1.6678286465290304,Iris-virginica
+26,6.179926466160532,3.0540000000036263,4.936186468005574,1.6658426123946246,Iris-virginica
+27,6.179367329759798,3.0540000000197467,4.901450995196128,1.6654299415910627,Iris-versicolor
+28,5.108947716173038,3.054000000028689,4.899491303201684,1.6654274751354226,Iris-versicolor
+29,6.179366489054144,3.0540000000211927,4.8995007936674995,1.6654274755300547,Iris-versicolor
+30,6.179366669716157,3.054000000010412,4.90025852990665,1.665427680402715,Iris-versicolor
+31,5.108947716173627,3.054000000026051,4.899491411512316,1.6654274751382299,Iris-versicolor
+0,6.180269716865526,3.054000000022424,4.947913584401893,1.665935837468537,Iris-virginica
+1,5.108947716173082,3.0540000000318783,4.899491319162505,1.66542747513631,Iris-versicolor
+2,6.180717635679627,3.054000000009217,4.951571001152709,1.666202517089542,Iris-virginica
+3,6.183812204002048,3.05400000021952,4.988377351948071,1.6687057959740688,Iris-virginica
+4,6.179375371431534,3.054000000010882,4.907782420712207,1.665434404606524,Iris-versicolor
+5,6.193788152080185,3.054000000007257,5.031015531080858,1.6688716571580233,Iris-virginica
+6,6.1832771912936515,3.0540000002090135,4.980141439485579,1.6683811568231095,Iris-virginica
+7,6.187831455278397,3.0540000000988456,5.018283414807034,1.669803357528579,Iris-virginica
+8,6.190792925335796,3.054000000032648,5.025519498971608,1.6706657987356117,Iris-virginica
+9,6.179366488623498,3.054000000046224,4.899491448127312,1.6654274751425464,Iris-versicolor
+10,6.179535094363663,3.0540000000046197,4.924754925830286,1.6655182568840794,Iris-virginica
+11,5.108947716173071,3.054000000026068,4.899491314740204,1.665427475136118,Iris-versicolor
+12,6.1892336946284,3.0540000000667686,5.020289725043355,1.6703946262902096,Iris-virginica
+13,6.18403128119861,3.0540000000593097,5.005647976429734,1.6672263546945458,Iris-virginica
+14,6.180053355745776,3.0540000001238394,4.935921266652812,1.666434024101185,Iris-virginica
+15,6.187405958858569,3.054000000030929,5.002242794562182,1.668825846264798,Iris-virginica
+16,5.108947716173052,3.0540000000285557,4.8994913086572645,1.6654274751358042,Iris-versicolor
+17,6.192247741707067,3.054000000022901,5.0253400382811515,1.6696303892695337,Iris-virginica
+18,6.190741729425183,3.054000000053358,5.0075431883795325,1.672054274021686,Iris-virginica
+19,6.192208599315971,3.054000000011165,5.032677515422067,1.6699429982078269,Iris-virginica
+20,6.180170282388458,3.0540000001464502,4.943952782906582,1.6662403444268712,Iris-virginica
+21,6.18597540429996,3.0540000000123526,5.004377512555763,1.6674689593612226,Iris-virginica
+22,5.108947716173158,3.0540000000500154,4.899491336956407,1.665427475137582,Iris-versicolor
+23,5.108947716173143,3.0540000000402077,4.899491331426821,1.6654274751371123,Iris-versicolor
+24,5.108947716173119,3.054000000033656,4.899491329197628,1.665427475136391,Iris-versicolor
+25,5.108947716173183,3.0540000000230823,4.899491340249935,1.6654274751358875,Iris-versicolor
+26,5.108947716173077,3.0540000000285445,4.899491318378957,1.6654274751358278,Iris-versicolor
+27,6.1793685264733735,3.054000000010868,4.9031588132086075,1.6654330285269918,Iris-versicolor
+28,6.187804049190587,3.0540000001035676,5.008423570073212,1.6706729810556082,Iris-virginica
+29,5.108947716173042,3.05400000002867,4.899491304996149,1.6654274751355298,Iris-versicolor
+30,6.183717084450016,3.0540000000357987,4.998053239781372,1.6671748474152803,Iris-virginica
+31,6.181606088008568,3.0540000002715404,4.95927863707299,1.6682358958183903,Iris-virginica
+0,6.179972010349859,3.0540000000089442,4.940342920299628,1.6657102838277382,Iris-virginica
+1,6.179470169221378,3.054000000594111,4.918518569908886,1.6656787540710132,Iris-virginica
+2,5.108947716173044,3.054000000027344,4.899491305611668,1.6654274751355542,Iris-versicolor
+3,6.192238796906594,3.054000000019411,5.032979930886229,1.6700617036742877,Iris-virginica
+4,6.17968007370545,3.054000000016346,4.933218172051594,1.6656044957348355,Iris-virginica
+5,6.179366742980879,3.0540000000192746,4.900416007133487,1.665428215271471,Iris-versicolor
+6,5.108947716173322,3.0540000000242604,4.899491364206801,1.6654274751389067,Iris-versicolor
+7,6.189607960975868,3.0540000000084446,5.033288262087136,1.6678754180692803,Iris-virginica
+8,6.190693638050543,3.0540000000039,5.077191158199527,1.6668367071055048,Iris-virginica
+9,6.18083690994027,3.054000000105267,4.948916401835292,1.6670793538807807,Iris-virginica
+10,6.185886744804139,3.054000000018296,5.010166873907721,1.6673796917819255,Iris-virginica
+11,5.108947716173198,3.0540000000407956,4.899491346426544,1.6654274751374432,Iris-versicolor
+12,6.179367739413117,3.054000000007897,4.902109280371505,1.665430486871096,Iris-versicolor
+13,5.108947716173345,3.054000000045385,4.899491373198057,1.6654274751400386,Iris-versicolor
+14,6.193218969955111,3.054000000013825,5.020986206117308,1.6697255877379655,Iris-virginica
+15,5.108947716173077,3.0540000000313743,4.899491317562532,1.6654274751359524,Iris-versicolor
+16,5.108947716173145,3.05400000003147,4.89949133512042,1.6654274751372273,Iris-versicolor
+17,6.1820866786127295,3.0540000000684113,4.964994958461727,1.6674960964671552,Iris-virginica
+18,5.108947716173035,3.054000000027147,4.899491302100627,1.6654274751353653,Iris-versicolor
+19,6.189364584319002,3.054000000068192,5.013317009979041,1.6715814150487014,Iris-virginica
+20,6.1892143604735494,3.054000000035535,5.0230153538489795,1.6690953502716614,Iris-virginica
+21,5.1089477161730965,3.054000000038802,4.8994913228010795,1.665427475136387,Iris-versicolor
+22,6.179366488649448,3.054000000030803,4.899492518307737,1.6654274751766704,Iris-versicolor
+23,6.182693527724848,3.0540000000681435,4.977708846011853,1.6672538625192836,Iris-virginica
diff --git a/iris/lct_gan/0/7/test.csv b/iris/lct_gan/0/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/7/train.csv b/iris/lct_gan/0/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/7/val.csv b/iris/lct_gan/0/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/8/synth.csv b/iris/lct_gan/0/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc4eb234c3081dd8254d0b0a93bb67c664ce9170
--- /dev/null
+++ b/iris/lct_gan/0/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488806615,3.0540000000289527,4.899495770537206,1.665427475479003,Iris-versicolor
+1,6.180163358534234,3.05400000024225,4.942080255243306,1.6664805012890724,Iris-virginica
+2,6.179366501249968,3.0540000004173096,4.899566888871021,1.6654274980589867,Iris-versicolor
+3,6.181201667469839,3.0540000000104963,4.963984899566221,1.6660615419857283,Iris-virginica
+4,6.18662771450644,3.0540000000974756,5.016408751600314,1.6689951534207481,Iris-virginica
+5,6.192801168991839,3.0540000000155896,5.065395379235044,1.6687409663403578,Iris-virginica
+6,6.189252645335061,3.054000000039713,5.028950813887645,1.669041141312831,Iris-virginica
+7,6.179366513791647,3.0540000007295793,4.8996110445001415,1.665427568402359,Iris-versicolor
+8,6.191736446314906,3.0540000000242684,5.048030840869163,1.6692656912803847,Iris-virginica
+9,6.189714980668139,3.054000000031364,5.038917291965033,1.6687588422053818,Iris-virginica
+10,6.180148573556405,3.054000000564591,4.938230620822155,1.667141492918606,Iris-virginica
+11,6.179366490628418,3.0540000001574095,4.899516526269147,1.6654274807254512,Iris-versicolor
+12,6.187916203602693,3.05400000010304,5.027353902650655,1.6693080217398555,Iris-virginica
+13,5.108947716173036,3.054000000027804,4.899491302001947,1.6654274751353728,Iris-versicolor
+14,6.19463554468994,3.0540000000078447,5.0283720222064865,1.6696858616902543,Iris-virginica
+15,6.181957457096042,3.0540000000494554,4.96538127608227,1.667199481047742,Iris-virginica
+16,5.108947716173049,3.0540000000299043,4.899491307899384,1.6654274751356295,Iris-versicolor
+17,6.192757038985576,3.054000000015169,5.068555020507057,1.668409289853489,Iris-virginica
+18,6.1793738554454265,3.0540000001073215,4.906164977147371,1.6654452722565576,Iris-versicolor
+19,6.192542130916593,3.054000000013339,5.049199780444941,1.6692679983830037,Iris-virginica
+20,6.184034000543446,3.05400000008603,4.986641302082513,1.6683019210822816,Iris-virginica
+21,6.179366489116678,3.0540000000158667,4.899500310383818,1.6654274759172079,Iris-versicolor
+22,6.182937710320088,3.0540000001583425,4.972216497167872,1.6687052935256994,Iris-virginica
+23,6.187429084270237,3.0540000000689593,5.02750993802414,1.668491183431999,Iris-virginica
+24,5.108947716173198,3.054000000031215,4.899491345469431,1.6654274751371958,Iris-versicolor
+25,6.1793666359699015,3.054000000037114,4.900066008798808,1.6654277397353237,Iris-versicolor
+26,6.192195241375435,3.0540000000207557,5.053206185016604,1.6690316257890012,Iris-virginica
+27,5.108947716173103,3.0540000000460656,4.899491324050987,1.6654274751367018,Iris-versicolor
+28,6.182577080087386,3.054000000649357,4.961847849046417,1.6716379527252185,Iris-virginica
+29,6.183571810920679,3.0540000005961883,4.984404121777512,1.6700421151210108,Iris-virginica
+30,6.1865148475778815,3.0540000003428616,4.988091651879604,1.6753816429163946,Iris-virginica
+31,6.1796490398056125,3.054000000084672,4.928263739399081,1.6657615300438848,Iris-virginica
+0,6.179366488938981,3.054000000019496,4.89949854874872,1.6654274760296974,Iris-versicolor
+1,6.179366488717944,3.0540000001167833,4.899494142695329,1.6654274753464622,Iris-versicolor
+2,6.18009607448841,3.0540000001076826,4.938712884688907,1.6663207260721686,Iris-virginica
+3,5.108947716173068,3.0540000000292076,4.899491314932423,1.6654274751358398,Iris-versicolor
+4,6.1876462972114235,3.0540000001758227,5.013994693267939,1.6712981308243395,Iris-virginica
+5,6.179376004997284,3.0540000000411065,4.906786780643345,1.6654506475358537,Iris-versicolor
+6,6.1944432503035864,3.0540000000059084,5.070047649686968,1.668106794116043,Iris-virginica
+7,6.179366488634531,3.0540000000320644,4.899491994118897,1.6654274751744549,Iris-versicolor
+8,5.108947716173069,3.0540000000326417,4.899491314229657,1.665427475135951,Iris-versicolor
+9,6.194992169632017,3.054000000005795,5.052927845225253,1.668795954869041,Iris-virginica
+10,6.188413951421761,3.0540000000781165,5.0168026671279895,1.6703999097468876,Iris-virginica
+11,5.108947716173062,3.0540000000294447,4.899491312022847,1.6654274751359441,Iris-versicolor
+12,5.108947716173152,3.05400000002574,4.899491334665587,1.665427475137362,Iris-versicolor
+13,6.179385406212759,3.0540000000142413,4.909504480892173,1.6654629169799104,Iris-versicolor
+14,6.18755181209185,3.0540000000024383,5.009536353923842,1.6671148261443145,Iris-virginica
+15,6.17945392813718,3.054000000297911,4.914493117415307,1.6658185198270747,Iris-virginica
+16,6.179366488627864,3.0540000000172998,4.899491686161384,1.6654274751580993,Iris-versicolor
+17,6.179366488979869,3.054000000051044,4.899498251700511,1.6654274758123169,Iris-versicolor
+18,6.179379949066919,3.0540000001165932,4.908548399967775,1.6654496425706116,Iris-versicolor
+19,6.19335521118807,3.05400000001056,5.0484354372407765,1.6693349108842552,Iris-virginica
+20,6.19176001792083,3.054000000018346,5.020918869274502,1.6705484391129977,Iris-virginica
+21,6.17936649805176,3.0540000003667087,4.8995561783599735,1.6654274943777783,Iris-versicolor
+22,6.179800077454486,3.0540000000111327,4.932393642792119,1.6657566349702124,Iris-virginica
+23,6.180324118402995,3.054000000063113,4.955366546604521,1.665926302929565,Iris-virginica
+24,6.1793737097623485,3.0540000000403698,4.906072525782109,1.6654429121151375,Iris-versicolor
+25,5.1089477161731125,3.054000000033255,4.899491325825271,1.6654274751367224,Iris-versicolor
+26,6.189752074748729,3.0540000000607153,5.037168047380091,1.6697744912172185,Iris-virginica
+27,5.108947716173121,3.054000000029628,4.899491328177973,1.6654274751366744,Iris-versicolor
+28,6.190988522953999,3.054000000033459,5.045666847429388,1.6694496746595704,Iris-virginica
+29,6.182508468308636,3.054000000044329,4.990157263312092,1.6666746092883862,Iris-virginica
+30,5.108947716173335,3.0540000000462406,4.899491372027901,1.6654274751392546,Iris-versicolor
+31,6.182015947411263,3.0540000003263605,4.972424079494853,1.667964339807492,Iris-virginica
+0,6.1816444558343235,3.0540000002506247,4.963450976184387,1.6677225302082634,Iris-virginica
+1,6.180543030193952,3.0540000005273136,4.954200358534207,1.6667426260952973,Iris-virginica
+2,6.179366489842527,3.0540000000305225,4.899510002272654,1.6654274764890447,Iris-versicolor
+3,6.1799100283031425,3.054000000096516,4.941518560416553,1.6658418369285761,Iris-virginica
+4,6.180891936323992,3.0540000000679193,4.956981786619953,1.6664665653819106,Iris-virginica
+5,6.1793888820480385,3.0540000010193395,4.9097935398296695,1.665507121058569,Iris-versicolor
+6,5.108947716173056,3.054000000026976,4.899491310628596,1.6654274751357236,Iris-versicolor
+7,6.179366488677657,3.054000000055244,4.899493279036903,1.6654274752543652,Iris-versicolor
+8,6.191729651613003,3.0540000000141094,5.019814865227671,1.6709971895365365,Iris-virginica
+9,6.192320609412122,3.054000000014718,5.0362851393041215,1.6699529076968553,Iris-virginica
+10,6.179366488734161,3.054000000201301,4.899494632966399,1.665427475580811,Iris-versicolor
+11,6.179366488638122,3.0540000000568575,4.899492208125301,1.6654274751939377,Iris-versicolor
+12,5.1089477161733665,3.0540000000290446,4.899491377567638,1.6654274751387026,Iris-versicolor
+13,5.10894771617318,3.054000000037533,4.899491339867309,1.6654274751377116,Iris-versicolor
+14,5.108947716173105,3.0540000000425462,4.899491323844147,1.6654274751367226,Iris-versicolor
+15,6.192702889129555,3.054000000013408,5.027733660432036,1.6692238828451942,Iris-virginica
+16,6.189937375737301,3.0540000000518286,5.040041644645454,1.6695866632107768,Iris-virginica
+17,6.183315247480606,3.0540000000151455,5.0106558039218,1.666337326342316,Iris-virginica
+18,6.179438625389917,3.0540000000243546,4.918824488852446,1.6654754332767083,Iris-virginica
+19,5.10894771617312,3.054000000025358,4.899491326705645,1.6654274751368205,Iris-versicolor
+20,6.17936648862512,3.054000000021621,4.899491537786373,1.6654274751484386,Iris-versicolor
+21,6.179366489675086,3.0540000000370098,4.899506751385071,1.665427476033695,Iris-versicolor
+22,6.179369564000804,3.0540000000876373,4.903856431623597,1.665435792564546,Iris-versicolor
+23,6.180139590323966,3.0540000002725622,4.937762389633271,1.6668894155504037,Iris-virginica
+24,5.108947716173055,3.0540000000322465,4.899491309633351,1.6654274751358504,Iris-versicolor
+25,6.1810264856789665,3.054000000043551,4.964142929781167,1.666283259104921,Iris-virginica
+26,5.1089477161732155,3.054000000046727,4.899491350438266,1.665427475138016,Iris-versicolor
+27,6.1843897874769365,3.05400000000311,4.991664775635194,1.666558145059762,Iris-virginica
+28,6.17940149416006,3.0540000000833367,4.910408664671472,1.665542596017614,Iris-virginica
+29,6.184944900539381,3.0540000000092022,4.99953553830895,1.6670553334229326,Iris-virginica
+30,6.179386723888341,3.054000000008227,4.910375475418492,1.6654545061217791,Iris-virginica
+31,6.188433413857458,3.05400000012524,4.998575538052621,1.6739195067417547,Iris-virginica
+0,6.192567425947829,3.0540000000165293,5.045023132726126,1.669489412534394,Iris-virginica
+1,5.108947716173038,3.0540000000282035,4.899491303069884,1.6654274751354459,Iris-versicolor
+2,6.179435388951037,3.054000004638339,4.912533517892623,1.6660616641312531,Iris-versicolor
+3,6.187655050984981,3.054000000140775,5.001096023365652,1.6721361486360327,Iris-virginica
+4,6.182459647685258,3.054000000012136,4.994038192981184,1.6662351659358174,Iris-virginica
+5,6.1923006784724555,3.054000000016066,5.070139374873658,1.6681860957216532,Iris-virginica
+6,5.108947716173259,3.0540000000336094,4.899491353079541,1.6654274751381823,Iris-versicolor
+7,6.179575207597642,3.054000000002367,4.925937682340887,1.6655660549552536,Iris-virginica
+8,6.190298699662635,3.054000000052396,5.009938661543183,1.6720214403257971,Iris-virginica
+9,5.108947716173036,3.0540000000280303,4.899491302072852,1.665427475135385,Iris-versicolor
+10,6.180724237175931,3.0540000000628735,4.956057011886982,1.6662460696669879,Iris-virginica
+11,6.1920401665618074,3.0540000000166656,5.026416577300717,1.6705216759885217,Iris-virginica
+12,6.179368084665079,3.054000002615975,4.901635768363575,1.6654434827318998,Iris-versicolor
+13,6.179384456172213,3.054000000073062,4.908339368410359,1.6654862528703351,Iris-versicolor
+14,6.179366748257037,3.054000000100644,4.900325940666852,1.665427961109675,Iris-versicolor
+15,6.191126468091273,3.0540000000305056,5.027409933307373,1.6701221597955571,Iris-virginica
+16,5.108947716173086,3.054000000030414,4.899491320819413,1.6654274751361833,Iris-versicolor
+17,6.179366694443186,3.0540000000113885,4.900313179387747,1.6654277508168693,Iris-versicolor
+18,6.190576849492782,3.054000000031473,5.021762305753909,1.6710053865412278,Iris-virginica
+19,6.194273405065732,3.0540000000079135,5.049372775097558,1.6692189513470737,Iris-virginica
+20,5.108947716173477,3.0540000000292995,4.899491393815241,1.665427475139095,Iris-versicolor
+21,6.180714626482819,3.0540000000146454,4.962379008415944,1.6659158810512749,Iris-virginica
+22,6.179366488627364,3.0540000000195766,4.899491675017253,1.6654274751484204,Iris-versicolor
+23,6.17936648863261,3.0540000000210665,4.899491898143867,1.6654274751502207,Iris-versicolor
diff --git a/iris/lct_gan/0/8/test.csv b/iris/lct_gan/0/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/8/train.csv b/iris/lct_gan/0/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/8/val.csv b/iris/lct_gan/0/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/9/synth.csv b/iris/lct_gan/0/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7ee76356f36fa84a52e95581973a62ce8734eeb
--- /dev/null
+++ b/iris/lct_gan/0/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.190366542802062,3.054000000037246,5.037231844786323,1.6695328294568976,Iris-virginica
+1,6.1793665043937755,3.054000000025309,4.899611626972156,1.665427488484397,Iris-versicolor
+2,6.179473422844619,3.054000000290178,4.918374259700729,1.665693027815568,Iris-virginica
+3,6.179366580129003,3.0540000012855852,4.8997934298498835,1.6654281470975523,Iris-versicolor
+4,5.108947716173282,3.054000000025425,4.89949136037584,1.6654274751389744,Iris-versicolor
+5,6.179366488635648,3.0540000000543386,4.899492058955349,1.6654274751699023,Iris-versicolor
+6,6.17936816354991,3.054000000004632,4.902808148689118,1.6654323343169826,Iris-versicolor
+7,6.184527801286295,3.054000000400893,4.980123579713751,1.6716157605758448,Iris-virginica
+8,6.181348895539171,3.054000000076087,4.956372084276277,1.6672737910000899,Iris-virginica
+9,6.182959756499399,3.0540000000824468,4.982757045593179,1.6673352638452108,Iris-virginica
+10,6.179366488850685,3.0540000000238705,4.899496528256551,1.6654274755419878,Iris-versicolor
+11,6.191576372731254,3.0540000000164325,5.018677567964727,1.6709829941466028,Iris-virginica
+12,6.191684675232011,3.054000000022811,5.017945442388175,1.6709851120154202,Iris-virginica
+13,6.191298181767575,3.054000000017146,5.035166777401506,1.6690468358636295,Iris-virginica
+14,5.10894771617323,3.0540000000386947,4.899491351085032,1.6654274751376525,Iris-versicolor
+15,6.188849581331446,3.054000000051889,5.048106945008924,1.6683720791063616,Iris-virginica
+16,5.108947716173152,3.0540000000392418,4.899491337086983,1.6654274751364149,Iris-versicolor
+17,6.179366488684251,3.0540000000427914,4.8994933841481245,1.6654274752733254,Iris-versicolor
+18,6.181784336164887,3.054000000125024,4.969588790689652,1.66698257302625,Iris-virginica
+19,6.188281006448866,3.054000000089457,5.003734022975674,1.6716296076777044,Iris-virginica
+20,6.183266090817179,3.054000001540418,4.963155858463127,1.6773458808038249,Iris-virginica
+21,6.179376987614586,3.054000000029499,4.907239830088162,1.6654487748677413,Iris-versicolor
+22,6.179711736591037,3.0540000011875987,4.928345956258366,1.6664295634444952,Iris-virginica
+23,6.179366491652164,3.0540000003159262,4.899524653930853,1.6654274877510435,Iris-versicolor
+24,6.179366488662131,3.054000000052898,4.899492888282314,1.6654274752346176,Iris-versicolor
+25,6.1794035086683,3.054000000009316,4.912325679957037,1.6654953227936784,Iris-virginica
+26,6.190837127151446,3.054000000020032,5.032641308111533,1.669222369790445,Iris-virginica
+27,6.184637061361755,3.0540000000283705,4.991518101633708,1.6675595328168826,Iris-virginica
+28,5.1089477161733585,3.0540000000351126,4.899491381516114,1.6654274751392333,Iris-versicolor
+29,6.179401649769762,3.054000000002476,4.912252712689841,1.6654968261305685,Iris-virginica
+30,6.193289206508413,3.0540000000087146,5.04953248748289,1.6692025487732307,Iris-virginica
+31,6.1799830876451445,3.054000000089525,4.936423872899731,1.6661423293213793,Iris-virginica
+0,6.179366509952391,3.0540000000106273,4.899649593619322,1.6654275305079789,Iris-versicolor
+1,6.179366544164083,3.0540000000173615,4.899792867408359,1.6654276459281614,Iris-versicolor
+2,6.179366488707382,3.0540000000474556,4.89949409134983,1.6654274753680383,Iris-versicolor
+3,6.179367665516618,3.0540000002291547,4.901730642343414,1.6654321646475416,Iris-versicolor
+4,6.181053245307989,3.0540000000498457,4.9582923099121095,1.6665504883298092,Iris-virginica
+5,5.108947716173099,3.0540000000276137,4.899491322675808,1.6654274751363365,Iris-versicolor
+6,6.180230263968545,3.054000000014684,4.952264661933562,1.665755451060948,Iris-virginica
+7,6.187067802175614,3.05400000004586,5.018577025453711,1.6684835569835328,Iris-virginica
+8,6.179382337200213,3.0540000007899475,4.908239910867974,1.665487608030582,Iris-versicolor
+9,6.18259494737862,3.054000000345954,4.978362722525067,1.6682647023824406,Iris-virginica
+10,6.191132557248509,3.05400000001766,5.021575078313939,1.670752379725108,Iris-virginica
+11,6.182840704900148,3.0540000000128984,4.9957727983063736,1.6663896880285087,Iris-virginica
+12,6.179366489385716,3.0540000000938834,4.899504178045632,1.6654274771399056,Iris-versicolor
+13,6.188062755408856,3.0540000000954195,5.017056881219161,1.6703240286238061,Iris-virginica
+14,6.190722029948787,3.054000000032901,5.006374974200649,1.6727164846594795,Iris-virginica
+15,5.108947716173077,3.0540000000263565,4.899491315244199,1.6654274751361942,Iris-versicolor
+16,6.179366488646765,3.0540000000846725,4.899492419101273,1.665427475196356,Iris-versicolor
+17,6.1880995413365385,3.0540000001336085,5.001205845954188,1.6738751183646925,Iris-virginica
+18,5.108947716173038,3.0540000000268526,4.899491303329577,1.6654274751354035,Iris-versicolor
+19,6.179366490010096,3.054000000017038,4.899513908528277,1.665427476404057,Iris-versicolor
+20,6.179366488673179,3.054000000026143,4.8994931350963755,1.665427475218792,Iris-versicolor
+21,6.179366488712056,3.054000000019613,4.899494426412078,1.6654274752326144,Iris-versicolor
+22,5.108947716173123,3.0540000000318144,4.899491330392481,1.6654274751363833,Iris-versicolor
+23,6.179366488624628,3.0540000000507095,4.899491513471517,1.665427475146141,Iris-versicolor
+24,6.179366490369244,3.054000000014123,4.899513568961077,1.6654274778301015,Iris-versicolor
+25,6.179366508140401,3.054000000887486,4.899592269951677,1.665427524377877,Iris-versicolor
+26,6.191913674673338,3.0540000000065737,5.0565751908407295,1.6677927265685017,Iris-virginica
+27,5.108947716173206,3.0540000000267606,4.899491348423802,1.665427475136592,Iris-versicolor
+28,6.1939911969593915,3.054000000005597,5.040040293906408,1.6679372659154368,Iris-virginica
+29,6.18729212354904,3.054000000195132,4.9944279937575065,1.6744153327439038,Iris-virginica
+30,6.179366492344054,3.0540000000511514,4.899528571714695,1.6654274799143767,Iris-versicolor
+31,5.108947716173047,3.054000000030898,4.899491305987338,1.6654274751356364,Iris-versicolor
+0,6.187250368132832,3.05400000000418,5.037810648974325,1.6667170777988092,Iris-virginica
+1,6.179405685504757,3.054000000032034,4.912217878005326,1.6655013654668698,Iris-virginica
+2,6.1848138243535224,3.0540000000298635,5.006775380779851,1.667335975511124,Iris-virginica
+3,6.18223729566687,3.0540000000632705,4.969365062028336,1.6672769343611356,Iris-virginica
+4,6.18627875155635,3.0540000002431182,4.995657547747968,1.671910251193306,Iris-virginica
+5,6.185825084243871,3.054000000036264,4.988793029382598,1.6688905825773321,Iris-virginica
+6,5.108947716173046,3.0540000000282244,4.899491306555614,1.6654274751355846,Iris-versicolor
+7,6.194010669155589,3.0540000000063476,5.050355687890295,1.669066166259587,Iris-virginica
+8,6.188444053498926,3.054000000011343,5.033810222673624,1.6676426156319557,Iris-virginica
+9,5.108947716173047,3.0540000000315275,4.899491306190183,1.6654274751356295,Iris-versicolor
+10,6.179366497838699,3.054000000113212,4.899560299712839,1.6654274855638056,Iris-versicolor
+11,6.179366507149194,3.0540000000100527,4.899631640204949,1.6654275258855207,Iris-versicolor
+12,5.10894771617307,3.0540000000285463,4.899491316174266,1.6654274751359874,Iris-versicolor
+13,6.179366497300926,3.0540000001127687,4.899554478052223,1.6654274881899378,Iris-versicolor
+14,6.179366488666476,3.0540000001410705,4.899492816894396,1.6654274752820055,Iris-versicolor
+15,6.1793664887536215,3.054000000141506,4.8994947006116725,1.6654274753416942,Iris-versicolor
+16,6.179366885036791,3.0540000019513083,4.900283909808682,1.665429222156239,Iris-versicolor
+17,6.1951947906266795,3.054000000005287,5.04337247958469,1.6692004749502118,Iris-virginica
+18,6.181347232768389,3.05400000001573,4.95492303519086,1.6667283352727997,Iris-virginica
+19,5.108947716173133,3.05400000002983,4.899491333219604,1.6654274751364622,Iris-versicolor
+20,6.184187755946716,3.0540000005261785,4.9726895747584265,1.6740917829107975,Iris-virginica
+21,6.186912621390849,3.0540000001361216,5.008495709543737,1.670047376146958,Iris-virginica
+22,6.179381177385184,3.054000000007899,4.908664209425727,1.6654543050544925,Iris-versicolor
+23,6.190672151008409,3.054000000022449,5.036592319875472,1.668974976774493,Iris-virginica
+24,6.182501942369054,3.0540000000244416,4.9821798422810835,1.666666936754964,Iris-virginica
+25,6.179366492092586,3.0540000002317718,4.899523179076046,1.6654274805201879,Iris-versicolor
+26,6.1793664887042725,3.0540000000236414,4.899494188008016,1.6654274752285205,Iris-versicolor
+27,6.179366488673309,3.0540000001136365,4.899493147129746,1.665427475254111,Iris-versicolor
+28,5.108947716173372,3.0540000000291987,4.899491378139291,1.6654274751390379,Iris-versicolor
+29,6.179366507193242,3.0540000000312215,4.899614754379092,1.6654274925449386,Iris-versicolor
+30,6.179366496355544,3.0540000000659573,4.899556090054822,1.6654274880792788,Iris-versicolor
+31,6.189731190766019,3.054000000063689,5.02426202345411,1.670482944641763,Iris-virginica
+0,6.179891751898836,3.0540000000157246,4.945482032122848,1.6656229358856753,Iris-virginica
+1,6.179366518479315,3.0540000000081005,4.899690567551548,1.6654275540474206,Iris-versicolor
+2,6.180168018649788,3.0540000005959675,4.943307833152572,1.6666763123925998,Iris-virginica
+3,6.1872830107285415,3.054000000021865,5.019331263128717,1.6680089204770916,Iris-virginica
+4,6.190564054872495,3.054000000032846,5.012378283862685,1.6703061819187321,Iris-virginica
+5,5.10894771617309,3.0540000000249052,4.899491318620633,1.665427475136345,Iris-versicolor
+6,5.108947716173312,3.0540000000461744,4.899491368047919,1.6654274751382878,Iris-versicolor
+7,6.18124660202012,3.0540000000087626,4.972720279058034,1.665988815948847,Iris-virginica
+8,5.108947716173036,3.0540000000272807,4.899491302342013,1.6654274751353777,Iris-versicolor
+9,6.192098605460113,3.0540000000209635,5.058620172235661,1.668880003429032,Iris-virginica
+10,6.1904755278405945,3.0540000000120933,5.0324563694238345,1.6684625689565706,Iris-virginica
+11,6.1793664886300945,3.0540000000256287,4.8994917999846335,1.6654274751590639,Iris-versicolor
+12,5.1089477161731125,3.0540000000350194,4.899491327267598,1.6654274751363594,Iris-versicolor
+13,5.108947716173766,3.0540000000782506,4.8994914399080916,1.6654274751445926,Iris-versicolor
+14,5.108947716173064,3.0540000000307583,4.899491313623411,1.6654274751357063,Iris-versicolor
+15,5.108947716173119,3.0540000000272483,4.8994913281808055,1.6654274751367026,Iris-versicolor
+16,5.108947716173338,3.0540000000343803,4.899491369787472,1.665427475139088,Iris-versicolor
+17,6.191945917785754,3.054000000020584,5.04500010762813,1.6692839910862205,Iris-virginica
+18,6.180593369446451,3.0540000005494345,4.9501638406112685,1.6673456339798833,Iris-virginica
+19,6.187917020695924,3.054000000009674,5.007085175281392,1.667931506315519,Iris-virginica
+20,6.195481528999074,3.054000000005939,5.083351641357763,1.6679887770691013,Iris-virginica
+21,6.192195679203549,3.054000000018929,5.017168804957324,1.670645995662982,Iris-virginica
+22,6.179366488681234,3.054000000431414,4.8994930580150555,1.6654274753605447,Iris-versicolor
+23,5.108947716173037,3.0540000000285468,4.899491302147403,1.66542747513539,Iris-versicolor
diff --git a/iris/lct_gan/0/9/test.csv b/iris/lct_gan/0/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/9/train.csv b/iris/lct_gan/0/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/9/val.csv b/iris/lct_gan/0/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/0/ae_state.json b/iris/lct_gan/0/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..68c439ffcc1731e81eb2ed3bd9454e461c04f6d3
--- /dev/null
+++ b/iris/lct_gan/0/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24c94fc18f8102daa7d9a71f6621b707042957d8c499124068919da2f0689f9c
+size 93711
diff --git a/iris/lct_gan/0/d_state.json b/iris/lct_gan/0/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f82255bd0ca2e3c956b8b6253e851df4d1a505c
--- /dev/null
+++ b/iris/lct_gan/0/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34f65e6f0aa3e3048dc864ee1fafef7510c8466e5d5685f43e11c2d898db62cf
+size 10583
diff --git a/iris/lct_gan/0/g_state.json b/iris/lct_gan/0/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f287fdb2a3810e1efa13977276469dbe9df1b5a
--- /dev/null
+++ b/iris/lct_gan/0/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1f533f1320e7f71fa9e632c552301f0fabafa462f35fb16d92b66fa3b114d04
+size 17988
diff --git a/iris/lct_gan/0/lct_gan_eval.ipynb b/iris/lct_gan/0/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..3c785a60eafb10a3523a3d601cc8397199c028b0
--- /dev/null
+++ b/iris/lct_gan/0/lct_gan_eval.ipynb
@@ -0,0 +1,2179 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1669c19b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:24.640279Z",
+     "iopub.status.busy": "2024-07-25T10:07:24.639936Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.636456Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.635486Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.008292,
+     "end_time": "2024-07-25T10:07:37.638646",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:24.630354",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "14de18e6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.661762Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.661433Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.669163Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.668353Z"
+    },
+    "papermill": {
+     "duration": 0.02145,
+     "end_time": "2024-07-25T10:07:37.671053",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.649603",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "443f2d28",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010005,
+     "end_time": "2024-07-25T10:07:37.690825",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.680820",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "82cbda41",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.711815Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.711316Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.715504Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.714658Z"
+    },
+    "papermill": {
+     "duration": 0.01681,
+     "end_time": "2024-07-25T10:07:37.717444",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.700634",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "cf0771dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.738701Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.738449Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.745289Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.744545Z"
+    },
+    "papermill": {
+     "duration": 0.019693,
+     "end_time": "2024-07-25T10:07:37.747177",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.727484",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d01cd938",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.770278Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.769963Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.774858Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.774054Z"
+    },
+    "papermill": {
+     "duration": 0.018808,
+     "end_time": "2024-07-25T10:07:37.776639",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.757831",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 0\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/0\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "e590be4d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.797711Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.797441Z",
+     "iopub.status.idle": "2024-07-25T10:07:37.802701Z",
+     "shell.execute_reply": "2024-07-25T10:07:37.801760Z"
+    },
+    "papermill": {
+     "duration": 0.017929,
+     "end_time": "2024-07-25T10:07:37.804595",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.786666",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b4776e48",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:37.825896Z",
+     "iopub.status.busy": "2024-07-25T10:07:37.825626Z",
+     "iopub.status.idle": "2024-07-25T10:07:38.812139Z",
+     "shell.execute_reply": "2024-07-25T10:07:38.811223Z"
+    },
+    "papermill": {
+     "duration": 0.999679,
+     "end_time": "2024-07-25T10:07:38.814400",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:37.814721",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "0ad18520",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:38.837319Z",
+     "iopub.status.busy": "2024-07-25T10:07:38.836975Z",
+     "iopub.status.idle": "2024-07-25T10:07:39.845763Z",
+     "shell.execute_reply": "2024-07-25T10:07:39.844645Z"
+    },
+    "papermill": {
+     "duration": 1.023178,
+     "end_time": "2024-07-25T10:07:39.848311",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:38.825133",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "5b50d301",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:39.874104Z",
+     "iopub.status.busy": "2024-07-25T10:07:39.873693Z",
+     "iopub.status.idle": "2024-07-25T10:07:39.885659Z",
+     "shell.execute_reply": "2024-07-25T10:07:39.884683Z"
+    },
+    "papermill": {
+     "duration": 0.027443,
+     "end_time": "2024-07-25T10:07:39.887910",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:39.860467",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/0\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "d0bcb3ca",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:39.914518Z",
+     "iopub.status.busy": "2024-07-25T10:07:39.913663Z",
+     "iopub.status.idle": "2024-07-25T10:07:40.292984Z",
+     "shell.execute_reply": "2024-07-25T10:07:40.291909Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.395687,
+     "end_time": "2024-07-25T10:07:40.295976",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:39.900289",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "9977c391",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:40.326322Z",
+     "iopub.status.busy": "2024-07-25T10:07:40.325988Z",
+     "iopub.status.idle": "2024-07-25T10:07:41.993919Z",
+     "shell.execute_reply": "2024-07-25T10:07:41.992996Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.683681,
+     "end_time": "2024-07-25T10:07:41.996338",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:40.312657",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "ee6a9a45",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.019979Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.019612Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.027031Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.026362Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021444,
+     "end_time": "2024-07-25T10:07:42.028969",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.007525",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "c7b5477b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.053691Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.053133Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.057957Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.057085Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019202,
+     "end_time": "2024-07-25T10:07:42.059941",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.040739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "57e0d9a9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.082975Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.082705Z",
+     "iopub.status.idle": "2024-07-25T10:07:42.211965Z",
+     "shell.execute_reply": "2024-07-25T10:07:42.211191Z"
+    },
+    "papermill": {
+     "duration": 0.143482,
+     "end_time": "2024-07-25T10:07:42.214337",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.070855",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "9b91b497",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:42.240238Z",
+     "iopub.status.busy": "2024-07-25T10:07:42.239933Z",
+     "iopub.status.idle": "2024-07-25T10:07:46.529119Z",
+     "shell.execute_reply": "2024-07-25T10:07:46.528137Z"
+    },
+    "papermill": {
+     "duration": 4.304449,
+     "end_time": "2024-07-25T10:07:46.531212",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:42.226763",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:07:43.964696: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:07:43.964753: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:07:43.966416: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "35060dbd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:46.557693Z",
+     "iopub.status.busy": "2024-07-25T10:07:46.557068Z",
+     "iopub.status.idle": "2024-07-25T10:07:46.564434Z",
+     "shell.execute_reply": "2024-07-25T10:07:46.563561Z"
+    },
+    "papermill": {
+     "duration": 0.022662,
+     "end_time": "2024-07-25T10:07:46.566351",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:46.543689",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "a9ba9443",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:46.590775Z",
+     "iopub.status.busy": "2024-07-25T10:07:46.590474Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.236437Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.235636Z"
+    },
+    "papermill": {
+     "duration": 2.660882,
+     "end_time": "2024-07-25T10:07:49.238875",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:46.577993",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f8aaea6b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.266069Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.265775Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.271783Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.270935Z"
+    },
+    "papermill": {
+     "duration": 0.021918,
+     "end_time": "2024-07-25T10:07:49.273657",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.251739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "4751ae52",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.299339Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.299049Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.822760Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.821719Z"
+    },
+    "papermill": {
+     "duration": 0.539615,
+     "end_time": "2024-07-25T10:07:49.825267",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.285652",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "9ff1f626",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.854591Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.853673Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.873983Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.873158Z"
+    },
+    "papermill": {
+     "duration": 0.036716,
+     "end_time": "2024-07-25T10:07:49.875889",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.839173",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "41f6e24a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:49.901007Z",
+     "iopub.status.busy": "2024-07-25T10:07:49.900757Z",
+     "iopub.status.idle": "2024-07-25T10:07:49.988691Z",
+     "shell.execute_reply": "2024-07-25T10:07:49.987786Z"
+    },
+    "papermill": {
+     "duration": 0.102884,
+     "end_time": "2024-07-25T10:07:49.990626",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:49.887742",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7c40bb754c10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7c40bb754c10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "1557ae6b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.018585Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.017847Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.036442Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.035741Z"
+    },
+    "papermill": {
+     "duration": 0.034712,
+     "end_time": "2024-07-25T10:07:50.038258",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.003546",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "c08c6865",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.063781Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.063517Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.067237Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.066422Z"
+    },
+    "papermill": {
+     "duration": 0.018704,
+     "end_time": "2024-07-25T10:07:50.069092",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.050388",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "d3c25242",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.094642Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.094386Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.302932Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.302191Z"
+    },
+    "papermill": {
+     "duration": 0.223601,
+     "end_time": "2024-07-25T10:07:50.304893",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.081292",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "330e9f2f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.332242Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.331869Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.582005Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.581068Z"
+    },
+    "papermill": {
+     "duration": 0.266024,
+     "end_time": "2024-07-25T10:07:50.584122",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.318098",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "49651352",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.612875Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.612570Z",
+     "iopub.status.idle": "2024-07-25T10:07:50.619500Z",
+     "shell.execute_reply": "2024-07-25T10:07:50.618617Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023615,
+     "end_time": "2024-07-25T10:07:50.621515",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.597900",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "f7b81ea8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:50.648781Z",
+     "iopub.status.busy": "2024-07-25T10:07:50.648291Z",
+     "iopub.status.idle": "2024-07-25T10:08:08.001308Z",
+     "shell.execute_reply": "2024-07-25T10:08:08.000244Z"
+    },
+    "papermill": {
+     "duration": 17.369914,
+     "end_time": "2024-07-25T10:08:08.003863",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:50.633949",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5228127241134644\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39840906858444214\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3685881495475769\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "b0851e56",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:08.034116Z",
+     "iopub.status.busy": "2024-07-25T10:08:08.033780Z",
+     "iopub.status.idle": "2024-07-25T10:08:55.549982Z",
+     "shell.execute_reply": "2024-07-25T10:08:55.549050Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 47.53387,
+     "end_time": "2024-07-25T10:08:55.552037",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:08.018167",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.020483] [G loss: -0.448396]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7166903614997864\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7463403344154358\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7296835780143738\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7688140869140625\n",
+      "[Epoch 20/179] [D loss: -0.052834] [G loss: -0.451848]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.073419] [G loss: -0.455571]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8229305744171143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7171482443809509\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7471601963043213\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7264424562454224\n",
+      "[Epoch 40/179] [D loss: -0.107376] [G loss: -0.458107]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7509163618087769\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.813654899597168\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6915267705917358\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7335225939750671\n",
+      "[Epoch 50/179] [D loss: -0.148118] [G loss: -0.445740]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.201520] [G loss: -0.424268]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6125319600105286\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6147493720054626\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7092087268829346\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6134330034255981\n",
+      "[Epoch 70/179] [D loss: -0.274103] [G loss: -0.394165]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6203407645225525\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5606057643890381\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6803697943687439\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6620191335678101\n",
+      "[Epoch 80/179] [D loss: -0.329576] [G loss: -0.376869]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.306869] [G loss: -0.393328]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6774441599845886\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7065140604972839\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6658490896224976\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7074935436248779\n",
+      "[Epoch 100/179] [D loss: -0.312485] [G loss: -0.420493]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.293964] [G loss: -0.451182]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7745121121406555\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6681813597679138\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6914815902709961\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6651219129562378\n",
+      "[Epoch 120/179] [D loss: -0.310716] [G loss: -0.448304]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7164055109024048\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7737168073654175\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6652120351791382\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.693838357925415\n",
+      "[Epoch 130/179] [D loss: -0.390944] [G loss: -0.359060]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.490406] [G loss: -0.283502]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6045430898666382\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6618218421936035\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7109509706497192\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.603441059589386\n",
+      "[Epoch 150/179] [D loss: -0.487187] [G loss: -0.291481]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43985211849212646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2750745415687561\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4509119987487793\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4666978716850281\n",
+      "[Epoch 160/179] [D loss: -0.366938] [G loss: -0.306115]\n",
+      "[Epoch 170/179] [D loss: -0.351067] [G loss: -0.161985]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35542869567871094\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.37148427963256836\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2313530445098877\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.369970440864563\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "e6e73382",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:55.591063Z",
+     "iopub.status.busy": "2024-07-25T10:08:55.590212Z",
+     "iopub.status.idle": "2024-07-25T10:08:55.616558Z",
+     "shell.execute_reply": "2024-07-25T10:08:55.615825Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.048077,
+     "end_time": "2024-07-25T10:08:55.618503",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:55.570426",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "c634c443",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:08:55.653916Z",
+     "iopub.status.busy": "2024-07-25T10:08:55.653207Z",
+     "iopub.status.idle": "2024-07-25T10:08:56.587738Z",
+     "shell.execute_reply": "2024-07-25T10:08:56.586929Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.954783,
+     "end_time": "2024-07-25T10:08:56.590195",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:55.635412",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0e3e27db",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.020319,
+     "end_time": "2024-07-25T10:08:56.629600",
+     "exception": false,
+     "start_time": "2024-07-25T10:08:56.609281",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 96.08039,
+   "end_time": "2024-07-25T10:08:59.295963",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 0,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/0",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:07:23.215573",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/0/mlu_log_ae.csv b/iris/lct_gan/0/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e7a6db5120d045729c7abd63cfe4c2451f39eb7
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/0/mlu_log_gan.csv b/iris/lct_gan/0/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d24fd1d2376ec6dd7386dbb7d389e4395a869fcf
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/0/model.pt b/iris/lct_gan/0/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..63792eba5425ae370b2aaecfc0d37884d26f23ad
--- /dev/null
+++ b/iris/lct_gan/0/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e8870afd30eb9275a63f06db7712276242265095a1804169abe5117427e890a
+size 415497
diff --git a/iris/lct_gan/0/params.json b/iris/lct_gan/0/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/0/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246
diff --git a/iris/lct_gan/1/0/synth.csv b/iris/lct_gan/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d56496dc7f10df1f2d9e68e8d067edddfd21438
--- /dev/null
+++ b/iris/lct_gan/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
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+1,6.179366489039731,3.0626416484436096,1.5100223829035864,0.2615308085127241,Iris-setosa
+2,6.179366488622078,3.0540000000098764,4.8994912936646395,1.665427475134869,Iris-virginica
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+5,6.17936648909883,3.063963531498469,1.5100223830424626,0.2615308085101264,Iris-setosa
+6,6.179366489037893,3.0629633691369746,1.5100223828827337,0.26153080850794586,Iris-setosa
+7,6.17936648899416,3.062616093513098,1.5100223827645025,0.2615308084928293,Iris-setosa
+8,6.179366489141696,3.0626184657177227,1.5100223832125939,0.26153080849961474,Iris-setosa
+9,6.179366488952084,3.0617441565793877,1.5100223826797579,0.26153080849453714,Iris-setosa
+10,6.179366489548436,3.0608128388642206,1.5100223847955536,0.2615308085367984,Iris-setosa
+11,6.179366488622078,3.054000000018816,4.899491293664758,1.665427475134869,Iris-virginica
+12,6.179366488962787,3.061726416159394,1.5100223826951154,0.2615308084872836,Iris-setosa
+13,6.179366488622078,3.0540000000101895,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.1793664891273155,3.0628442928363584,1.5100223831566764,0.26153080850748583,Iris-setosa
+15,6.179366489278227,3.0583532671587546,1.510022384403347,1.6654274753250398,Iris-setosa
+16,6.1793664886355515,3.0540254352688074,1.5100223822305965,1.6654274751411475,Iris-setosa
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+19,6.1793664886231925,3.0540001120624294,4.899491293972901,1.6654274751350169,Iris-virginica
+20,6.1793664894913585,3.0659253704816174,1.5100223841722165,0.26153080854449434,Iris-setosa
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+3,6.179366488622079,3.0540000000717584,4.899491293665301,1.665427475134869,Iris-virginica
+4,6.179366489037416,3.063075141269025,1.510022382877579,0.2615308085017043,Iris-setosa
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+6,6.179366488956981,3.060935425576906,1.510022382713329,0.261530808510891,Iris-setosa
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+8,6.179366488623346,3.054000705754003,4.89949129381845,1.6654274751354698,Iris-versicolor
+9,6.179366488622078,3.054000000010924,4.899491293664651,1.665427475134869,Iris-virginica
+10,6.179366489214381,3.0642508701164584,1.510022383392005,0.2615308085070486,Iris-setosa
+11,6.179366488979865,3.0610126256640213,1.5100223827783104,0.26153080852152544,Iris-setosa
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+13,6.179366488622079,3.0540000000331102,4.899491293664935,1.665427475134869,Iris-virginica
+14,6.179366489036977,3.0628192176594795,1.5100223828893935,0.2615308085066551,Iris-setosa
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+16,6.17936648918203,3.062816235298389,1.5100223833337434,0.2615308085004613,Iris-setosa
+17,6.179366488622078,3.0540000000179033,4.899491293664748,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.0540000001030783,4.899491293665686,1.6654274751348692,Iris-virginica
+19,6.179366489010186,3.062535193044354,1.510022382808152,0.2615308084988296,Iris-setosa
+20,6.179366489240018,3.064990877215977,1.5100223834441238,0.26153080853818106,Iris-setosa
+21,6.179366489040025,3.063259158180532,1.5100223828841703,0.2615308084926328,Iris-setosa
+22,6.179366488622079,3.0540000000681533,4.899491293665295,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000124574,4.899491293664672,1.665427475134869,Iris-virginica
+24,6.179366488622079,3.05400000003811,4.89949129366498,1.665427475134869,Iris-virginica
+25,6.179366488622111,3.05400000676915,4.899491293677469,1.6654274751348868,Iris-versicolor
+26,6.179366489021936,3.0567828272482265,1.510022383307104,0.2615308084812938,Iris-setosa
+27,6.179366488622078,3.0540000000148386,4.899491293664705,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000137244,4.899491293664692,1.665427475134869,Iris-virginica
+29,6.179366489001198,3.0620014944962035,1.510022382805033,0.26153080850883964,Iris-setosa
+30,6.179366488622079,3.0540000000633905,4.899491293665206,1.665427475134869,Iris-virginica
+31,6.1793664886220805,3.0540000001598697,4.8994912936660375,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000131693,4.899491293664682,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000174152,4.899491293664739,1.665427475134869,Iris-virginica
+2,6.179366489338637,3.065681204860858,1.5100223837049764,0.26153080852643074,Iris-setosa
+3,6.179366488622078,3.0540000000101637,4.899491293664641,1.665427475134869,Iris-virginica
+4,6.1793664889635025,3.061306945663317,1.5100223827218544,0.26153080850550514,Iris-setosa
+5,6.179366488622079,3.0540000000462504,4.899491293665045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000025582,4.899491293664838,1.665427475134869,Iris-virginica
+7,6.179366488622138,3.0540000147885658,4.899491293687821,1.6654274751348848,Iris-versicolor
+8,6.179366488622078,3.0540000000105554,4.8994912936646475,1.665427475134869,Iris-virginica
+9,6.179366488631458,3.0540146490628626,1.510022382262959,1.665427475138312,Iris-setosa
+10,6.179366488622078,3.054000000012441,4.899491293664673,1.665427475134869,Iris-virginica
+11,6.179366489168262,3.0648830131441414,1.5100223832227173,0.2615308085092126,Iris-setosa
+12,6.179366488992018,3.0620211289771007,1.510022382778469,0.26153080850770444,Iris-setosa
+13,6.179366488622078,3.054000000010539,4.899491293664647,1.665427475134869,Iris-virginica
+14,6.179366488844647,3.054848024515427,1.5100223832389517,1.6654274752035652,Iris-setosa
+15,6.179366488622078,3.0540000000110603,4.899491293664653,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000688434,4.899491293665239,1.665427475134869,Iris-virginica
+17,6.179366488965137,3.0616991692118747,1.5100223827116177,0.2615308084983317,Iris-setosa
+18,6.1793664889925255,3.0544851240462227,1.5100223860289252,1.6654274752154494,Iris-setosa
+19,6.179366489377861,3.0621964378771964,1.5100223839590965,0.26153080852048405,Iris-setosa
+20,6.179366489057527,3.0631359621163368,1.5100223829382038,0.26153080850687416,Iris-setosa
+21,6.179366488622078,3.054000000017378,4.899491293664738,1.665427475134869,Iris-virginica
+22,6.1793664889351305,3.060437591027685,1.5100223826701742,0.26153080851059174,Iris-setosa
+23,6.179366489372526,3.061652044686819,1.5100223839499214,0.2615308085234986,Iris-setosa
+24,6.179366489066272,3.0559408022693177,1.5100223841462939,1.6654274752551275,Iris-setosa
+25,6.179366489154784,3.0614881685733817,1.510022383275598,0.2615308085016528,Iris-setosa
+26,6.179366488622078,3.054000000010126,4.89949129366464,1.665427475134869,Iris-virginica
+27,6.1793664890517075,3.0587780157497493,1.510022383117509,0.2615308084840244,Iris-setosa
+28,6.179366488683104,3.054027767137602,4.89949129936074,1.665427475144822,Iris-versicolor
+29,6.179366489068497,3.063072606463337,1.510022382969834,0.2615308085083185,Iris-setosa
+30,6.179366489133673,3.0605528606925123,1.51002238325234,0.2615308084991401,Iris-setosa
+31,6.1793664890683475,3.062607967484701,1.510022382976797,0.26153080851477534,Iris-setosa
+0,6.179366488995392,3.0577215797360315,1.5100223831614539,0.2615308084644672,Iris-setosa
+1,6.179366488622078,3.054000000010613,4.899491293664647,1.665427475134869,Iris-virginica
+2,6.1793664890874265,3.0637819729218525,1.5100223830002872,0.2615308085016736,Iris-setosa
+3,6.179366488665555,3.054081016426395,1.5100223824259051,1.665427475156128,Iris-setosa
+4,6.179366488622079,3.054000000057643,4.8994912936652035,1.665427475134869,Iris-virginica
+5,6.179366488896228,3.0543211368992003,1.5100223859483943,1.665427475184327,Iris-setosa
+6,6.17936648918448,3.058225993188679,1.5100223838449167,0.2615308084912413,Iris-setosa
+7,6.179366488622079,3.054000000036517,4.899491293664977,1.665427475134869,Iris-virginica
+8,6.179366489124332,3.061726673745237,1.5100223831927437,0.261530808496386,Iris-setosa
+9,6.179366488622386,3.054000046520292,4.899491293763476,1.6654274751349452,Iris-versicolor
+10,6.179366488622078,3.0540000000100687,4.899491293664639,1.665427475134869,Iris-virginica
+11,6.179366490861341,3.0690176812845067,1.5100223889725213,1.6654274755975105,Iris-setosa
+12,6.179366489541964,3.062895620035437,1.5100223844151943,0.2615308085353871,Iris-setosa
+13,6.179366488622217,3.0540000446446975,4.899491293702641,1.6654274751349514,Iris-versicolor
+14,6.179366488931898,3.0558459853229176,1.5100223831389712,1.6654274752722384,Iris-setosa
+15,6.179366488622078,3.054000000011634,4.899491293664662,1.665427475134869,Iris-virginica
+16,6.17936648899026,3.0618150820363543,1.5100223827836379,0.2615308085107561,Iris-setosa
+17,6.179366489119716,3.0583424759218367,1.510022383540321,0.2615308084815331,Iris-setosa
+18,6.179366488963803,3.061733113391317,1.510022382707323,0.2615308084948063,Iris-setosa
+19,6.179366488910694,3.05430395106857,1.5100223864465558,1.6654274751894387,Iris-setosa
+20,6.1793664889690145,3.061963523123094,1.5100223827119283,0.26153080848011356,Iris-setosa
+21,6.179366488622079,3.054000000039479,4.899491293664994,1.665427475134869,Iris-virginica
+22,6.179366488622372,3.054000071921875,4.899491293756581,1.6654274751349616,Iris-versicolor
+23,6.179366488622078,3.0540000000274565,4.8994912936648625,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/0/test.csv b/iris/lct_gan/1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/0/train.csv b/iris/lct_gan/1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/0/val.csv b/iris/lct_gan/1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/synth.csv b/iris/lct_gan/1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..493f2fa4a65ada999578568b12cd0da2518a0d0e
--- /dev/null
+++ b/iris/lct_gan/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886284025,3.0540032175211733,4.899491294254079,1.6654274751368086,Iris-versicolor
+1,6.179366488622078,3.0540000000140615,4.899491293664697,1.665427475134869,Iris-virginica
+2,6.179366489708269,3.057973874605011,1.5100223866277482,1.6654274753997655,Iris-setosa
+3,6.17936648929447,3.0572888274699155,1.5100223847048448,1.6654274753149472,Iris-setosa
+4,6.17936648915865,3.0637334582381994,1.510022383232815,0.26153080850846255,Iris-setosa
+5,6.179366488622079,3.0540000000883145,4.89949129366541,1.6654274751348692,Iris-virginica
+6,6.179366489356676,3.0609253306267203,1.510022383954891,0.26153080852332566,Iris-setosa
+7,6.179366488622203,3.0540000457127507,4.899491293699618,1.665427475134943,Iris-versicolor
+8,6.179366488631403,3.0540024130785333,4.89949129548651,1.665427475136866,Iris-versicolor
+9,6.17936648862208,3.05400000008256,4.899491293665447,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000336263,4.899491293664924,1.665427475134869,Iris-virginica
+11,6.179366488622125,3.0540000041760043,4.899491293684005,1.6654274751348759,Iris-virginica
+12,6.179366488991712,3.0559394781170925,1.5100223834232402,1.665427475281708,Iris-setosa
+13,6.179366489742651,3.0666344318619,1.5100223849028453,0.26153080856922595,Iris-setosa
+14,6.179366489468384,3.0649421121910825,1.5100223841199198,0.2615308085504955,Iris-setosa
+15,6.179366489385712,3.059868155261137,1.5100223841086378,0.2615308085363334,Iris-setosa
+16,6.179366488622079,3.0540000000809684,4.89949129366541,1.665427475134869,Iris-virginica
+17,6.179366489035429,3.0631518873610917,1.5100223828781725,0.2615308084993337,Iris-setosa
+18,6.179366488622079,3.0540000000816967,4.8994912936654025,1.6654274751348692,Iris-virginica
+19,6.179366488622078,3.054000000019148,4.89949129366476,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000189464,4.899491293664761,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000184424,4.899491293664754,1.665427475134869,Iris-virginica
+22,6.179366488971813,3.0612589670802,1.510022382745457,0.26153080851173066,Iris-setosa
+23,6.17936648862208,3.0540000000950673,4.899491293665577,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000100473,4.899491293664639,1.665427475134869,Iris-virginica
+25,6.179366488626118,3.0540046807741166,1.5100223821689607,1.6654274751367135,Iris-setosa
+26,6.179366488622078,3.0540000000243737,4.899491293664827,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000119605,4.899491293664668,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000116687,4.8994912936646635,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.05400000007622,4.899491293665257,1.665427475134869,Iris-virginica
+30,6.179366488730128,3.054068121632548,1.5100223851187646,1.6654274751532279,Iris-setosa
+31,6.179366488622078,3.0540000000100522,4.8994912936646395,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000079179,4.899491293665396,1.665427475134869,Iris-virginica
+1,6.179366489029907,3.0629125072023253,1.510022382862507,0.2615308084969506,Iris-setosa
+2,6.179366488622078,3.054000000019554,4.899491293664767,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000216785,4.899491293664794,1.665427475134869,Iris-virginica
+4,6.179366488730687,3.05406769150318,1.51002238481763,1.6654274751558384,Iris-setosa
+5,6.1793664891619295,3.063844216125992,1.5100223832217352,0.2615308085151713,Iris-setosa
+6,6.179366488622079,3.054000000030678,4.8994912936649,1.665427475134869,Iris-virginica
+7,6.17936648908969,3.057000718106786,1.5100223835199078,0.261530808492426,Iris-setosa
+8,6.179366489064815,3.0563849549226236,1.5100223836842699,1.6654274752876705,Iris-setosa
+9,6.179366488622081,3.054000000245229,4.899491293666704,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.05400000001103,4.899491293664655,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000015942,4.899491293664721,1.665427475134869,Iris-virginica
+12,6.179366488622089,3.0540000013172324,4.899491293669821,1.6654274751348717,Iris-versicolor
+13,6.179366489304382,3.0595155540499523,1.5100223840756029,0.2615308085126833,Iris-setosa
+14,6.179366489062279,3.0635161290375215,1.5100223829389101,0.2615308085027203,Iris-setosa
+15,6.1793664891501265,3.062573130609321,1.5100223832501811,0.2615308085038531,Iris-setosa
+16,6.179366488622078,3.054000000017099,4.899491293664737,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000000928145,4.899491293665469,1.6654274751348692,Iris-virginica
+18,6.179366489807586,3.056884270389204,1.510022388108798,1.6654274753867326,Iris-setosa
+19,6.1793664886220965,3.054000001262248,4.899491293673316,1.665427475134871,Iris-virginica
+20,6.1793664890647335,3.063513819619446,1.5100223829648765,0.2615308084936798,Iris-setosa
+21,6.179366488997305,3.0548939116222407,1.510022384147906,1.6654274752591467,Iris-setosa
+22,6.179366489042834,3.063138991164861,1.510022382891595,0.2615308085015183,Iris-setosa
+23,6.17936648898375,3.0614285696489136,1.5100223827617367,0.2615308085057535,Iris-setosa
+24,6.17936648862212,3.0540000035640724,4.899491293682411,1.665427475134875,Iris-virginica
+25,6.179366489051236,3.063188335757903,1.5100223829187158,0.2615308085030863,Iris-setosa
+26,6.179366488992129,3.062321253512381,1.5100223827655879,0.2615308084930813,Iris-setosa
+27,6.179366489400256,3.0647335867915513,1.5100223839168982,0.2615308085219196,Iris-setosa
+28,6.179366488622079,3.054000000051463,4.899491293665133,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000022238,4.8994912936648,1.665427475134869,Iris-virginica
+30,6.179366489071942,3.058756332656443,1.5100223833661068,0.26153080846962745,Iris-setosa
+31,6.179366489013804,3.06277658559252,1.5100223828156403,0.2615308084969373,Iris-setosa
+0,6.179366488622078,3.054000000017721,4.899491293664745,1.665427475134869,Iris-virginica
+1,6.179366489157853,3.06343515209798,1.5100223832558264,0.26153080850584287,Iris-setosa
+2,6.179366489251903,3.0627306008848207,1.51002238353291,0.2615308085166564,Iris-setosa
+3,6.179366489309639,3.062882665882392,1.510022383687599,0.26153080852467325,Iris-setosa
+4,6.179366489052923,3.06320265833574,1.5100223829123929,0.2615308085046618,Iris-setosa
+5,6.179366489064645,3.0629983372201433,1.5100223829598354,0.2615308085103481,Iris-setosa
+6,6.179366488622078,3.0540000000267877,4.899491293664858,1.665427475134869,Iris-virginica
+7,6.179366489195954,3.06306828304595,1.5100223833537887,0.26153080852384036,Iris-setosa
+8,6.17936648928232,3.0600861336586354,1.5100223838400337,0.261530808507792,Iris-setosa
+9,6.179366488622221,3.0540000470727873,4.899491293712979,1.6654274751349232,Iris-versicolor
+10,6.179366488975289,3.061774045391711,1.5100223827402437,0.2615308085049949,Iris-setosa
+11,6.179366488622079,3.0540000000491383,4.899491293665098,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000104315,4.899491293664647,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000041987,4.8994912936650215,1.665427475134869,Iris-virginica
+14,6.179366489140593,3.0581268435679005,1.5100223835494133,0.2615308085000784,Iris-setosa
+15,6.179366488946959,3.0606347979442754,1.5100223826968446,0.26153080851354055,Iris-setosa
+16,6.179366488622079,3.054000000071786,4.899491293665357,1.665427475134869,Iris-virginica
+17,6.17936648895743,3.061052786516798,1.5100223827106023,0.2615308085081646,Iris-setosa
+18,6.179366489041027,3.0629797024943004,1.5100223828878505,0.26153080850287563,Iris-setosa
+19,6.179366488622795,3.0540002387420473,4.899491293823847,1.6654274751351301,Iris-versicolor
+20,6.179366488622078,3.0540000000099625,4.899491293664637,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000243426,4.899491293664825,1.665427475134869,Iris-virginica
+22,6.179366489994163,3.062590227869663,1.51002238629263,1.665427475498947,Iris-setosa
+23,6.179366488622078,3.054000000018759,4.899491293664757,1.665427475134869,Iris-virginica
+24,6.179366488622208,3.054000025467059,4.899491293711262,1.6654274751348959,Iris-versicolor
+25,6.179366489227535,3.0557642658116877,1.5100223854261414,1.6654274752696334,Iris-setosa
+26,6.179366488622078,3.054000000020775,4.8994912936647825,1.665427475134869,Iris-virginica
+27,6.179366488783415,3.0544155264895565,1.510022383155435,1.6654274751827904,Iris-setosa
+28,6.179366488949879,3.061885034301807,1.5100223826672452,0.2615308084876202,Iris-setosa
+29,6.179366488622078,3.0540000000121954,4.899491293664671,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.05400000002843,4.899491293664876,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000016917,4.899491293664733,1.665427475134869,Iris-virginica
+0,6.179366489140496,3.06381123064886,1.510022383179129,0.2615308085105664,Iris-setosa
+1,6.1793664886220805,3.0540000002298413,4.899491293666361,1.6654274751348694,Iris-virginica
+2,6.179366488622282,3.05400005290275,4.899491293733432,1.6654274751349234,Iris-versicolor
+3,6.179366488622078,3.054000000010253,4.899491293664643,1.665427475134869,Iris-virginica
+4,6.179366488943452,3.055255777371125,1.510022383499582,1.665427475260471,Iris-setosa
+5,6.179366488966281,3.0607707131144344,1.5100223827477428,0.26153080851933497,Iris-setosa
+6,6.179366489234875,3.0629995575330757,1.5100223834820952,0.2615308085147915,Iris-setosa
+7,6.1793664892674505,3.0623747887051094,1.5100223835762652,0.26153080851528293,Iris-setosa
+8,6.179366488622078,3.054000000018751,4.899491293664758,1.665427475134869,Iris-virginica
+9,6.179366489172636,3.0546117974689917,1.5100223875033705,1.6654274752499636,Iris-setosa
+10,6.1793664886220805,3.054000000191318,4.899491293665888,1.6654274751348694,Iris-virginica
+11,6.179366489096855,3.0571945029552015,1.5100223835444015,0.261530808491953,Iris-setosa
+12,6.179366488622078,3.0540000000291507,4.899491293664881,1.665427475134869,Iris-virginica
+13,6.179366489029841,3.061610162838628,1.5100223829110917,0.26153080848610216,Iris-setosa
+14,6.179366489025841,3.0624079174643666,1.5100223828596524,0.26153080851294935,Iris-setosa
+15,6.179366489204325,3.060259026484018,1.5100223835013469,0.2615308085060465,Iris-setosa
+16,6.179366488622079,3.0540000000430867,4.8994912936650215,1.665427475134869,Iris-virginica
+17,6.179366488980674,3.0624251386878956,1.5100223827337733,0.26153080849353305,Iris-setosa
+18,6.179366488622079,3.0540000000425063,4.899491293665035,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000019623,4.899491293664768,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000283127,4.899491293664867,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000010221,4.899491293664642,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013358,4.899491293664686,1.665427475134869,Iris-virginica
+23,6.179366489215419,3.0640532727963246,1.5100223833670101,0.26153080851901306,Iris-setosa
diff --git a/iris/lct_gan/1/1/test.csv b/iris/lct_gan/1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/train.csv b/iris/lct_gan/1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/1/val.csv b/iris/lct_gan/1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/synth.csv b/iris/lct_gan/1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b39c012870655dc61bba05dceb089564a345d0bd
--- /dev/null
+++ b/iris/lct_gan/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489061832,3.0616079009129424,1.510022383003313,0.2615308084967745,Iris-setosa
+1,6.179366488622078,3.0540000000115146,4.899491293664659,1.665427475134869,Iris-virginica
+2,6.179366488840177,3.05536082621081,1.5100223828519213,1.6654274752360279,Iris-setosa
+3,6.179366488622646,3.0540001573250883,4.899491293822095,1.6654274751350657,Iris-versicolor
+4,6.1793664891713735,3.0630111851190285,1.5100223832862771,0.261530808508842,Iris-setosa
+5,6.179366488622078,3.0540000000104746,4.899491293664647,1.665427475134869,Iris-virginica
+6,6.179366489067556,3.062562393304439,1.510022382969014,0.26153080849807736,Iris-setosa
+7,6.1793664890999,3.0631801372834877,1.510022383064339,0.2615308085052993,Iris-setosa
+8,6.179366488622201,3.054000012683978,4.899491293710497,1.6654274751348843,Iris-virginica
+9,6.179366489578606,3.0622017771487524,1.5100223846101977,0.26153080854039457,Iris-setosa
+10,6.179366489077307,3.063535694292223,1.5100223829975734,0.2615308084922286,Iris-setosa
+11,6.179366488622079,3.0540000000601903,4.899491293665198,1.665427475134869,Iris-virginica
+12,6.179366489100651,3.0635890870077818,1.5100223830610437,0.2615308085114556,Iris-setosa
+13,6.179366489178811,3.060338876485495,1.5100223834418096,0.2615308084929314,Iris-setosa
+14,6.179366489040043,3.0620380346579714,1.5100223829079742,0.2615308084962528,Iris-setosa
+15,6.179366488622079,3.054000000036049,4.899491293664967,1.665427475134869,Iris-virginica
+16,6.179366488622114,3.054000008417854,4.899491293678709,1.6654274751348892,Iris-versicolor
+17,6.179366488622078,3.0540000000136565,4.89949129366469,1.665427475134869,Iris-virginica
+18,6.179366489138262,3.0641502200581434,1.510022383155353,0.2615308085069986,Iris-setosa
+19,6.179366488622079,3.0540000000375316,4.899491293664984,1.665427475134869,Iris-virginica
+20,6.179366489046945,3.0625019958638573,1.5100223829167208,0.2615308085182663,Iris-setosa
+21,6.1793664896913585,3.061063787847169,1.5100223857107788,1.665427475422316,Iris-setosa
+22,6.179366489026188,3.0622494748023095,1.5100223828698993,0.2615308085167972,Iris-setosa
+23,6.179366488622082,3.0540000003731285,4.899491293666863,1.6654274751348697,Iris-virginica
+24,6.179366489441131,3.066637204934493,1.5100223839968312,0.26153080853931154,Iris-setosa
+25,6.179366488622078,3.054000000015315,4.899491293664711,1.665427475134869,Iris-virginica
+26,6.179366488704527,3.0540519586491404,1.5100223837430837,1.6654274751568354,Iris-setosa
+27,6.179366489433658,3.066086860706182,1.5100223839778109,0.2615308085375979,Iris-setosa
+28,6.179366488622079,3.0540000000587835,4.899491293665171,1.665427475134869,Iris-virginica
+29,6.179366488867129,3.0558084872637954,1.5100223828927275,1.6654274752356328,Iris-setosa
+30,6.179366488622284,3.0540000385255026,4.899491293736575,1.665427475134901,Iris-versicolor
+31,6.179366488957298,3.0607890419570887,1.510022382722417,0.2615308085142791,Iris-setosa
+0,6.179366488622078,3.0540000000106082,4.8994912936646475,1.665427475134869,Iris-virginica
+1,6.179366489321149,3.0569271232152806,1.5100223847876815,1.6654274753780296,Iris-setosa
+2,6.179366488963587,3.0602533161278567,1.5100223827550299,0.26153080853199506,Iris-setosa
+3,6.179366488622376,3.0540000800092386,4.899491293757375,1.665427475134978,Iris-versicolor
+4,6.179366488622078,3.0540000000196375,4.899491293664767,1.665427475134869,Iris-virginica
+5,6.17936648918856,3.0612607935248195,1.5100223833796989,0.26153080850635857,Iris-setosa
+6,6.179366489107023,3.063204104036285,1.5100223830739241,0.2615308085106927,Iris-setosa
+7,6.179366488987865,3.0620798794781976,1.5100223827652652,0.26153080850174215,Iris-setosa
+8,6.179366488622079,3.0540000000940277,4.899491293665315,1.6654274751348692,Iris-virginica
+9,6.179366488622078,3.0540000000176346,4.8994912936647435,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000335965,4.899491293664926,1.665427475134869,Iris-virginica
+11,6.179366488622122,3.0540000051664036,4.899491293682657,1.6654274751348768,Iris-virginica
+12,6.179366488622078,3.0540000000112086,4.899491293664655,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000438137,4.899491293665034,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000216065,4.899491293664795,1.665427475134869,Iris-virginica
+15,6.179366488622079,3.0540000000391325,4.899491293664988,1.665427475134869,Iris-virginica
+16,6.1793664889540665,3.060785106528378,1.5100223827110366,0.26153080851401656,Iris-setosa
+17,6.179366488622079,3.0540000000341,4.8994912936649415,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000186147,4.899491293664758,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000013678,4.89949129366469,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000071202,4.899491293665303,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.054000000055421,4.899491293665151,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000210954,4.899491293664789,1.665427475134869,Iris-virginica
+23,6.179366488955426,3.054943864963076,1.5100223836585591,1.6654274752641343,Iris-setosa
+24,6.179366488622078,3.0540000000156433,4.899491293664716,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000101166,4.899491293664641,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000022976,4.8994912936648065,1.665427475134869,Iris-virginica
+27,6.179366489068655,3.062958425903653,1.510022382979319,0.26153080851302957,Iris-setosa
+28,6.179366489217832,3.0646007698961126,1.5100223833755857,0.26153080853146304,Iris-setosa
+29,6.179366488622079,3.05400000007067,4.899491293665313,1.665427475134869,Iris-virginica
+30,6.179366488944182,3.061391746947674,1.5100223826680144,0.2615308084968836,Iris-setosa
+31,6.179366488622079,3.0540000000339296,4.899491293664926,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000011728,4.8994912936646635,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000072344,4.899491293665339,1.665427475134869,Iris-virginica
+2,6.1793664890985305,3.063487876700258,1.5100223830514121,0.26153080851539856,Iris-setosa
+3,6.179366488622092,3.0540000013532236,4.8994912936710575,1.6654274751348719,Iris-virginica
+4,6.179366488622078,3.0540000000145295,4.899491293664701,1.665427475134869,Iris-virginica
+5,6.179366489227011,3.063250024347524,1.510022383457229,0.2615308085167238,Iris-setosa
+6,6.179366488622078,3.054000000026638,4.899491293664857,1.665427475134869,Iris-virginica
+7,6.1793664892287365,3.05821627093301,1.5100223839085418,0.261530808507714,Iris-setosa
+8,6.179366488676182,3.0541077358071664,1.5100223827341064,1.6654274751507359,Iris-setosa
+9,6.179366488622078,3.054000000028227,4.899491293664873,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000162806,4.899491293664726,1.665427475134869,Iris-virginica
+11,6.1793664886221045,3.0540000024156044,4.8994912936761255,1.6654274751348723,Iris-virginica
+12,6.179366489076957,3.0629999157383887,1.510022382994781,0.2615308085009155,Iris-setosa
+13,6.179366488639759,3.0540029703254694,4.899491297013909,1.6654274751383744,Iris-versicolor
+14,6.179366489098936,3.0636720401137136,1.5100223830541573,0.26153080849853416,Iris-setosa
+15,6.179366488622208,3.0540000176838045,4.8994912937113035,1.665427475134895,Iris-versicolor
+16,6.179366489013345,3.0621180247217508,1.510022382832677,0.2615308085135792,Iris-setosa
+17,6.179366489031708,3.0626281131125057,1.5100223828704096,0.26153080850159816,Iris-setosa
+18,6.1793664891533675,3.06401651368659,1.51002238320462,0.2615308085055071,Iris-setosa
+19,6.17936648862208,3.0540000001109116,4.899491293665539,1.6654274751348692,Iris-virginica
+20,6.179366488976942,3.061324090416049,1.5100223827622021,0.2615308085144735,Iris-setosa
+21,6.179366488622081,3.0540000002078043,4.899491293666528,1.6654274751348692,Iris-virginica
+22,6.1793664892898335,3.0653447575018644,1.5100223836164055,0.26153080852857896,Iris-setosa
+23,6.179366488622078,3.054000000016774,4.899491293664734,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011072,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.179366489149356,3.063472829662237,1.510022383206877,0.26153080851326843,Iris-setosa
+26,6.179366488627452,3.0540020578955382,4.899491294229017,1.6654274751368034,Iris-versicolor
+27,6.17936648862208,3.0540000001344922,4.8994912936659265,1.6654274751348692,Iris-virginica
+28,6.179366488622079,3.0540000000425502,4.899491293665036,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000136276,4.899491293664689,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.054000000066007,4.89949129366522,1.665427475134869,Iris-virginica
+31,6.17936648862208,3.054000000105289,4.899491293665579,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000122385,4.89949129366467,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000011468,4.899491293664661,1.665427475134869,Iris-virginica
+2,6.179366488639115,3.054015464346268,4.899491294879162,1.6654274751384943,Iris-setosa
+3,6.179366488622078,3.054000000024863,4.899491293664832,1.665427475134869,Iris-virginica
+4,6.179366488622092,3.0540000016916533,4.899491293671338,1.6654274751348714,Iris-virginica
+5,6.1793664886220805,3.0540000002304692,4.899491293666358,1.6654274751348694,Iris-virginica
+6,6.179366489066272,3.062286022208679,1.510022382991963,0.2615308085008642,Iris-setosa
+7,6.1793664889594995,3.0607146443234514,1.510022382730329,0.26153080851907695,Iris-setosa
+8,6.179366489078035,3.061941554270493,1.510022383054451,0.2615308084981802,Iris-setosa
+9,6.1793664890106115,3.062544670593472,1.510022382810889,0.2615308085036219,Iris-setosa
+10,6.179366488622078,3.0540000000157117,4.899491293664715,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000108716,4.89949129366465,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000381,4.899491293664982,1.665427475134869,Iris-virginica
+13,6.179366488959051,3.0607809473219665,1.510022382727563,0.26153080851704535,Iris-setosa
+14,6.179366488622079,3.0540000000748564,4.8994912936653305,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000124925,4.899491293664673,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009684,4.899491293664636,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000893346,4.8994912936653545,1.6654274751348692,Iris-virginica
+18,6.1793664886220805,3.0540000002050895,4.899491293665888,1.6654274751348692,Iris-virginica
+19,6.179366489239156,3.060278045173759,1.5100223836081261,0.2615308085125268,Iris-setosa
+20,6.179366489258808,3.0562470607687287,1.5100223852660566,1.6654274752978442,Iris-setosa
+21,6.179366488625157,3.0540010252081444,4.899491294087248,1.6654274751359497,Iris-versicolor
+22,6.1793664897266805,3.0565485197194207,1.510022388139116,1.6654274753576104,Iris-setosa
+23,6.1793664890355675,3.062362485761274,1.5100223828888761,0.2615308085134616,Iris-setosa
diff --git a/iris/lct_gan/1/10/test.csv b/iris/lct_gan/1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/train.csv b/iris/lct_gan/1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/10/val.csv b/iris/lct_gan/1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/synth.csv b/iris/lct_gan/1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2877cc5bc69e2eb455354ff884f240a19dcae1c0
--- /dev/null
+++ b/iris/lct_gan/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488743963,3.0541538891153657,1.510022383391574,1.6654274751725031,Iris-setosa
+1,6.179366489163576,3.0637727416891973,1.5100223832391144,0.2615308085111981,Iris-setosa
+2,6.17936648925958,3.0653786316501552,1.5100223834766795,0.2615308085287795,Iris-setosa
+3,6.179366488622078,3.0540000000137426,4.899491293664692,1.665427475134869,Iris-virginica
+4,6.179366488622711,3.054000126329907,4.899491293814416,1.6654274751351763,Iris-versicolor
+5,6.179366488622078,3.054000000013684,4.899491293664689,1.665427475134869,Iris-virginica
+6,6.179366489176245,3.0619387433649794,1.5100223833557898,0.26153080850102367,Iris-setosa
+7,6.179366488622078,3.054000000013389,4.8994912936646875,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000022917,4.89949129366481,1.665427475134869,Iris-virginica
+9,6.179366488967966,3.062176076521248,1.5100223827057004,0.26153080848581145,Iris-setosa
+10,6.179366488622078,3.054000000018745,4.899491293664757,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000155434,4.899491293664716,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000340584,4.899491293664938,1.665427475134869,Iris-virginica
+13,6.179366489197216,3.0612673788678917,1.5100223834110527,0.26153080850847016,Iris-setosa
+14,6.179366488622078,3.0540000000155123,4.899491293664716,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000175906,4.8994912936647435,1.665427475134869,Iris-virginica
+16,6.179366489134944,3.0614241343426762,1.5100223832527855,0.26153080849018473,Iris-setosa
+17,6.179366489247039,3.0642983013296585,1.5100223834936444,0.26153080853071226,Iris-setosa
+18,6.179366488622078,3.0540000000227687,4.899491293664803,1.665427475134869,Iris-virginica
+19,6.179366489039518,3.0570494666300876,1.5100223833307536,0.26153080848435994,Iris-setosa
+20,6.179366488622078,3.054000000009822,4.899491293664637,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.0540000000532603,4.899491293665134,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000011323,4.899491293664656,1.665427475134869,Iris-virginica
+23,6.179366489397013,3.060464289800332,1.510022384169504,0.2615308085334515,Iris-setosa
+24,6.17936648880935,3.0546306227178013,1.510022383018314,1.6654274752104725,Iris-setosa
+25,6.179366488622078,3.0540000000129854,4.89949129366468,1.665427475134869,Iris-virginica
+26,6.179366488969463,3.0615104392843926,1.5100223827195196,0.2615308084935396,Iris-setosa
+27,6.179366488981316,3.061824603053083,1.5100223827530186,0.2615308085050642,Iris-setosa
+28,6.179366489151188,3.061278965401101,1.510022383276087,0.26153080850215077,Iris-setosa
+29,6.1793664898308025,3.0622973736948063,1.5100223857183663,0.2615308085775412,Iris-setosa
+30,6.179366489046408,3.0621165154297008,1.5100223829406556,0.2615308084931861,Iris-setosa
+31,6.179366489405064,3.060678954597444,1.5100223841856637,0.26153080852308547,Iris-setosa
+0,6.179366489256112,3.0606062711170976,1.5100223836639584,0.26153080850419747,Iris-setosa
+1,6.1793664889441,3.0611195664516004,1.5100223826712915,0.2615308084970796,Iris-setosa
+2,6.179366489241719,3.0581005661895944,1.5100223839318472,0.26153080851361443,Iris-setosa
+3,6.179366488622078,3.0540000000275627,4.89949129366486,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.054000000037983,4.899491293664979,1.665427475134869,Iris-virginica
+5,6.179366489108344,3.063207374571538,1.5100223830994126,0.26153080849398,Iris-setosa
+6,6.179366488622078,3.0540000000157033,4.899491293664715,1.665427475134869,Iris-virginica
+7,6.179366488671489,3.0540624626614927,1.5100223829330621,1.6654274751486098,Iris-setosa
+8,6.179366488920427,3.0552133396003622,1.5100223833128574,1.6654274752640956,Iris-setosa
+9,6.179366488622079,3.0540000000384264,4.899491293664987,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000019223,4.8994912936647665,1.665427475134869,Iris-virginica
+11,6.179366489121868,3.0632432844529456,1.5100223831419244,0.26153080849946325,Iris-setosa
+12,6.179366488622078,3.0540000000246614,4.89949129366483,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000133967,4.899491293664685,1.665427475134869,Iris-virginica
+14,6.1793664887451065,3.0545615692860744,1.5100223826369905,1.6654274751919542,Iris-setosa
+15,6.179366489238786,3.063632354184836,1.5100223834597244,0.26153080851263516,Iris-setosa
+16,6.179366488622078,3.054000000013812,4.899491293664693,1.665427475134869,Iris-virginica
+17,6.179366489175105,3.064078562896391,1.510022383281237,0.2615308085237864,Iris-setosa
+18,6.179366488622078,3.0540000000192706,4.899491293664764,1.665427475134869,Iris-virginica
+19,6.1793664889411035,3.0603426187248233,1.510022382689182,0.26153080851582994,Iris-setosa
+20,6.179366488622078,3.054000000024066,4.899491293664826,1.665427475134869,Iris-virginica
+21,6.179366489207997,3.0582272432849744,1.510022383796712,0.261530808509935,Iris-setosa
+22,6.179366489087513,3.0634403690162606,1.5100223830074582,0.26153080850746224,Iris-setosa
+23,6.179366488624971,3.0540006834520512,4.899491294352567,1.6654274751355898,Iris-versicolor
+24,6.17936648862208,3.054000000092916,4.899491293665523,1.665427475134869,Iris-virginica
+25,6.179366488759781,3.0546056251185343,1.5100223827598351,1.6654274751912297,Iris-setosa
+26,6.179366488622079,3.054000000056382,4.899491293665161,1.665427475134869,Iris-virginica
+27,6.179366488636807,3.054008871199684,4.899491295404305,1.6654274751376448,Iris-versicolor
+28,6.179366489106129,3.064078415589487,1.5100223830654371,0.26153080850809757,Iris-setosa
+29,6.179366489513557,3.067635185865878,1.5100223841817453,0.26153080854561,Iris-setosa
+30,6.179366488629016,3.0540018985164594,4.899491294977544,1.665427475136481,Iris-versicolor
+31,6.1793664886221995,3.054000012957258,4.899491293709261,1.6654274751348843,Iris-virginica
+0,6.179366488622078,3.0540000000139544,4.899491293664695,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000170306,4.899491293664735,1.665427475134869,Iris-virginica
+2,6.179366489016893,3.057763590779622,1.510022383112433,0.2615308084813446,Iris-setosa
+3,6.179366488623209,3.0540001927943847,4.899491293965281,1.6654274751351723,Iris-versicolor
+4,6.179366488622079,3.0540000000501903,4.899491293665114,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000013554,4.89949129366469,1.665427475134869,Iris-virginica
+6,6.179366489268849,3.0636440043095496,1.510022383584413,0.261530808519316,Iris-setosa
+7,6.17936648862209,3.054000001190447,4.899491293670747,1.665427475134871,Iris-virginica
+8,6.179366489124976,3.0629632033160883,1.5100223831498103,0.26153080850620664,Iris-setosa
+9,6.179366488663727,3.0540996063639962,1.5100223823899976,1.665427475154467,Iris-setosa
+10,6.179366488622078,3.054000000011148,4.8994912936646555,1.665427475134869,Iris-virginica
+11,6.179366488622238,3.054000046776361,4.899491293715089,1.665427475134942,Iris-versicolor
+12,6.179366488622078,3.0540000000115093,4.89949129366466,1.665427475134869,Iris-virginica
+13,6.179366488622612,3.054000089140885,4.899491293814602,1.6654274751350142,Iris-versicolor
+14,6.179366488622078,3.0540000000117664,4.899491293664664,1.665427475134869,Iris-virginica
+15,6.179366488867517,3.055752272977059,1.5100223829037451,1.6654274752397995,Iris-setosa
+16,6.17936648862208,3.0540000001151526,4.899491293665498,1.6654274751348692,Iris-virginica
+17,6.179366488622078,3.0540000000164778,4.8994912936647275,1.665427475134869,Iris-virginica
+18,6.17936648896812,3.0618796161445867,1.510022382711253,0.26153080849355576,Iris-setosa
+19,6.179366489464971,3.06128970512085,1.510022384430144,0.2615308085323814,Iris-setosa
+20,6.1793664892667355,3.0610019696596713,1.5100223837547588,0.26153080849743515,Iris-setosa
+21,6.179366489023309,3.0627047062629784,1.5100223828545485,0.2615308084886811,Iris-setosa
+22,6.179366488622078,3.0540000000188967,4.89949129366476,1.665427475134869,Iris-virginica
+23,6.179366488622088,3.0540000008736503,4.8994912936695005,1.6654274751348708,Iris-virginica
+24,6.179366488622377,3.054000213976368,4.899491293714004,1.6654274751350329,Iris-versicolor
+25,6.179366489031841,3.0624384107984657,1.510022382868554,0.2615308085012776,Iris-setosa
+26,6.179366488971523,3.0612394082651444,1.5100223827438068,0.2615308085098497,Iris-setosa
+27,6.179366488622078,3.0540000000126786,4.899491293664676,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000015031,4.899491293664708,1.665427475134869,Iris-virginica
+29,6.179366489123109,3.0641160054135663,1.5100223831148527,0.26153080850466204,Iris-setosa
+30,6.179366489187598,3.059359057368445,1.5100223834953992,0.2615308085052962,Iris-setosa
+31,6.179366489013925,3.06091713698204,1.5100223828942505,0.2615308084865783,Iris-setosa
+0,6.179366488823517,3.054252180540107,1.5100223839705618,1.6654274751977183,Iris-setosa
+1,6.179366488622078,3.0540000000233642,4.899491293664813,1.665427475134869,Iris-virginica
+2,6.179366489237407,3.0648742793741457,1.5100223834601962,0.26153080851926497,Iris-setosa
+3,6.179366488622078,3.054000000012488,4.899491293664676,1.665427475134869,Iris-virginica
+4,6.179366488630284,3.0540120899049046,1.5100223822385659,1.6654274751380984,Iris-setosa
+5,6.179366488622083,3.0540000004418992,4.899491293667217,1.6654274751348697,Iris-virginica
+6,6.179366489000885,3.0621705955774785,1.5100223827914092,0.26153080850411836,Iris-setosa
+7,6.179366489062853,3.063386790355921,1.5100223829540615,0.26153080850506694,Iris-setosa
+8,6.1793664889344155,3.0604599579309095,1.5100223826675114,0.2615308085102153,Iris-setosa
+9,6.179366489309395,3.06107255864513,1.5100223837533586,0.2615308085307622,Iris-setosa
+10,6.179366488622078,3.0540000000267775,4.899491293664853,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000091947,4.899491293664629,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000100775,4.899491293664639,1.665427475134869,Iris-virginica
+13,6.179366489038526,3.0626957986225385,1.5100223828817376,0.26153080850213045,Iris-setosa
+14,6.179366488622084,3.0540000004129477,4.89949129366794,1.6654274751348697,Iris-virginica
+15,6.179366489095719,3.05891730609941,1.5100223832645339,0.26153080849425314,Iris-setosa
+16,6.179366489318289,3.0601775025770377,1.5100223839595468,0.26153080851815036,Iris-setosa
+17,6.179366488981034,3.0616535708829398,1.5100223827609294,0.2615308085077689,Iris-setosa
+18,6.179366489050554,3.0613273883197976,1.510022382982798,0.26153080849047194,Iris-setosa
+19,6.179366488975884,3.061103596129323,1.5100223827631312,0.2615308085167743,Iris-setosa
+20,6.179366488622078,3.054000000009854,4.899491293664638,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000138194,4.89949129366469,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000104635,4.899491293664647,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000093164,4.8994912936646315,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/11/test.csv b/iris/lct_gan/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/train.csv b/iris/lct_gan/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/11/val.csv b/iris/lct_gan/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/synth.csv b/iris/lct_gan/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e498e7de3e84872e4ac3fc34fd990d5fe7f089c4
--- /dev/null
+++ b/iris/lct_gan/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000121714,4.899491293664668,1.665427475134869,Iris-virginica
+1,6.179366488983855,3.0611962376827817,1.5100223827862858,0.2615308085195794,Iris-setosa
+2,6.179366488977356,3.061908992200091,1.5100223827428796,0.261530808504302,Iris-setosa
+3,6.179366488622078,3.0540000000118863,4.899491293664665,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000011253,4.899491293664658,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000111958,4.8994912936646555,1.665427475134869,Iris-virginica
+6,6.17936648901045,3.062229338029018,1.5100223828179864,0.26153080850652255,Iris-setosa
+7,6.179366490646627,3.060425427743674,1.510022391953535,1.665427475450502,Iris-setosa
+8,6.179366489206051,3.0639719376514702,1.5100223833637902,0.26153080851889277,Iris-setosa
+9,6.179366488622078,3.054000000010252,4.899491293664643,1.665427475134869,Iris-virginica
+10,6.179366488622086,3.0540000006056403,4.899491293668666,1.6654274751348697,Iris-virginica
+11,6.179366489181613,3.064514381238997,1.5100223832800725,0.26153080852569943,Iris-setosa
+12,6.179366488622079,3.054000000043089,4.899491293665037,1.665427475134869,Iris-virginica
+13,6.17936648862208,3.0540000001612206,4.899491293665887,1.6654274751348692,Iris-virginica
+14,6.179366488986262,3.0618536941542485,1.5100223827651813,0.26153080850433874,Iris-setosa
+15,6.179366488622078,3.054000000020841,4.899491293664784,1.665427475134869,Iris-virginica
+16,6.179366489281762,3.064052520162689,1.5100223835952935,0.26153080850859756,Iris-setosa
+17,6.179366489624869,3.0548058888043133,1.5100223973118663,1.6654274752783143,Iris-setosa
+18,6.179366488622079,3.0540000000511576,4.8994912936651085,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000184415,4.899491293664754,1.665427475134869,Iris-virginica
+20,6.179366489836302,3.066489978525995,1.5100223851594865,0.26153080857347855,Iris-setosa
+21,6.179366488622078,3.054000000027833,4.8994912936648625,1.665427475134869,Iris-virginica
+22,6.179366488675447,3.0540205389634627,4.899491296993554,1.665427475149046,Iris-versicolor
+23,6.179366488622078,3.054000000009757,4.899491293664636,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000017604,4.899491293664742,1.665427475134869,Iris-virginica
+25,6.179366489210868,3.063881077465108,1.5100223833740223,0.2615308085129949,Iris-setosa
+26,6.179366489080879,3.0597297431182104,1.5100223831155548,0.2615308084926366,Iris-setosa
+27,6.179366489189806,3.062975815362935,1.5100223833481343,0.26153080851136173,Iris-setosa
+28,6.179366488859732,3.0547504732349298,1.510022383528178,1.6654274751952722,Iris-setosa
+29,6.179366489054287,3.061155820049118,1.5100223830116746,0.26153080848734195,Iris-setosa
+30,6.1793664887677195,3.054554917232293,1.5100223827394337,1.6654274752008171,Iris-setosa
+31,6.179366489148319,3.059032176908658,1.5100223834515107,0.2615308084960801,Iris-setosa
+0,6.17936648898714,3.0619904649923804,1.5100223827614712,0.2615308085039983,Iris-setosa
+1,6.179366488622078,3.0540000000147476,4.899491293664706,1.665427475134869,Iris-virginica
+2,6.179366488745659,3.054262842304922,1.5100223828520276,1.665427475188457,Iris-setosa
+3,6.1793664890785625,3.0629616425068695,1.5100223830054613,0.2615308085083335,Iris-setosa
+4,6.179366488977332,3.0617998836666502,1.5100223827377626,0.26153080849805105,Iris-setosa
+5,6.179366489227013,3.063496740068131,1.5100223834368287,0.26153080850922855,Iris-setosa
+6,6.179366488622078,3.0540000000112086,4.8994912936646555,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000132514,4.899491293664683,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000131835,4.899491293664687,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.054000000039726,4.899491293664999,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.054000000049178,4.899491293665097,1.665427475134869,Iris-virginica
+11,6.179366488622092,3.0540000019242135,4.899491293670711,1.6654274751348739,Iris-versicolor
+12,6.179366488622078,3.054000000011207,4.8994912936646555,1.665427475134869,Iris-virginica
+13,6.179366488625877,3.05400170047769,4.899491294050925,1.6654274751364573,Iris-versicolor
+14,6.179366489170931,3.061883888849761,1.5100223833171147,0.26153080851162175,Iris-setosa
+15,6.1793664891046465,3.063977924912413,1.5100223830617387,0.2615308084980411,Iris-setosa
+16,6.179366488622078,3.0540000000149683,4.899491293664709,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000001343786,4.899491293665903,1.6654274751348692,Iris-virginica
+18,6.179366488622078,3.0540000000243364,4.899491293664828,1.665427475134869,Iris-virginica
+19,6.179366488644613,3.0540746121983684,1.5100223822461776,1.6654274751446387,Iris-setosa
+20,6.179366488622078,3.054000000011375,4.8994912936646555,1.665427475134869,Iris-virginica
+21,6.179366489151233,3.0598376325461527,1.5100223834070232,0.261530808489593,Iris-setosa
+22,6.179366488622079,3.0540000000312415,4.899491293664912,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000097396,4.899491293664637,1.665427475134869,Iris-virginica
+24,6.179366489141007,3.0619940470455123,1.5100223832448711,0.26153080850560617,Iris-setosa
+25,6.179366488622078,3.054000000023627,4.899491293664815,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000111984,4.899491293664655,1.665427475134869,Iris-virginica
+27,6.1793664886222155,3.0540000182176774,4.899491293715534,1.6654274751348848,Iris-virginica
+28,6.179366488622078,3.054000000011199,4.899491293664656,1.665427475134869,Iris-virginica
+29,6.17936648862208,3.054000000093638,4.899491293665528,1.665427475134869,Iris-virginica
+30,6.179366489232838,3.0599312984058162,1.5100223835990063,0.26153080851301747,Iris-setosa
+31,6.179366488754119,3.0544136524016183,1.5100223828221455,1.6654274751878972,Iris-setosa
+0,6.179366488622078,3.054000000013706,4.899491293664692,1.665427475134869,Iris-virginica
+1,6.179366488911373,3.0547258269485416,1.5100223842913365,1.6654274752031586,Iris-setosa
+2,6.179366488622078,3.054000000016056,4.899491293664725,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000165204,4.899491293664731,1.665427475134869,Iris-virginica
+4,6.179366489079125,3.05577504678542,1.5100223842931975,1.6654274752560427,Iris-setosa
+5,6.179366488622078,3.0540000000156318,4.899491293664718,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000017259,4.899491293664738,1.665427475134869,Iris-virginica
+7,6.17936648862359,3.054000368342627,4.899491294055874,1.66542747513523,Iris-versicolor
+8,6.179366488622078,3.0540000000095633,4.899491293664633,1.665427475134869,Iris-virginica
+9,6.179366488968834,3.061527317596768,1.510022382728363,0.26153080850521154,Iris-setosa
+10,6.179366489048382,3.0629907207287426,1.5100223829113726,0.26153080850039284,Iris-setosa
+11,6.179366489553415,3.066265358840999,1.510022384339312,0.2615308085595383,Iris-setosa
+12,6.179366489062498,3.062928413933098,1.5100223829593176,0.26153080851336685,Iris-setosa
+13,6.179366488622238,3.0540000343637295,4.899491293718651,1.6654274751349152,Iris-versicolor
+14,6.179366488622078,3.0540000000121337,4.89949129366467,1.665427475134869,Iris-virginica
+15,6.1793664886220805,3.0540000001761576,4.899491293666077,1.6654274751348692,Iris-virginica
+16,6.179366489277083,3.0583586160897798,1.5100223842311151,1.6654274753396183,Iris-setosa
+17,6.179366489082399,3.0633410213763654,1.5100223830139716,0.2615308085037568,Iris-setosa
+18,6.1793664886238515,3.054001924531702,1.5100223821193675,1.6654274751357316,Iris-setosa
+19,6.1793664886220805,3.054000000190772,4.899491293666331,1.6654274751348692,Iris-virginica
+20,6.179366488622078,3.0540000000116994,4.8994912936646635,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000103986,4.899491293664644,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000742733,4.899491293665286,1.665427475134869,Iris-virginica
+23,6.179366488622206,3.0540000192177894,4.899491293709568,1.6654274751348925,Iris-versicolor
+24,6.179366488622078,3.0540000000111216,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.1793664890184425,3.0620095263447764,1.5100223828486827,0.2615308085153256,Iris-setosa
+26,6.179366488622078,3.0540000000153915,4.899491293664712,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000119334,4.899491293664666,1.665427475134869,Iris-virginica
+28,6.1793664890889755,3.0628077357705195,1.5100223830397215,0.26153080850281085,Iris-setosa
+29,6.179366488622396,3.0540000490912873,4.899491293764337,1.6654274751349345,Iris-versicolor
+30,6.179366489068038,3.062948236773643,1.5100223829748187,0.26153080850736116,Iris-setosa
+31,6.17936648906106,3.0587657148183034,1.5100223831143191,0.26153080848879834,Iris-setosa
+0,6.179366489257163,3.065268395373695,1.510022383502766,0.26153080852583377,Iris-setosa
+1,6.179366488622078,3.054000000010153,4.899491293664641,1.665427475134869,Iris-virginica
+2,6.179366489040813,3.062867648627734,1.5100223828956576,0.2615308085000368,Iris-setosa
+3,6.179366488967696,3.054885570771275,1.5100223839900528,1.6654274752410592,Iris-setosa
+4,6.179366488622078,3.0540000000114036,4.89949129366466,1.665427475134869,Iris-virginica
+5,6.17936648862208,3.054000000126983,4.899491293665685,1.6654274751348692,Iris-virginica
+6,6.179366489245333,3.064397409897693,1.5100223834734312,0.26153080853441363,Iris-setosa
+7,6.179366488622078,3.0540000000103027,4.899491293664642,1.665427475134869,Iris-virginica
+8,6.179366488622288,3.0540000311436115,4.899491293735885,1.6654274751349123,Iris-versicolor
+9,6.1793664886220805,3.05400000021696,4.899491293666046,1.6654274751348692,Iris-virginica
+10,6.179366488622085,3.0540000006576595,4.899491293668171,1.66542747513487,Iris-virginica
+11,6.179366488692344,3.054077357902466,1.5100223829754367,1.6654274751603988,Iris-setosa
+12,6.179366488622079,3.054000000039152,4.8994912936649975,1.665427475134869,Iris-virginica
+13,6.179366488950844,3.0615948590197193,1.510022382671661,0.26153080848506716,Iris-setosa
+14,6.179366488622192,3.054000011673888,4.899491293706881,1.6654274751348823,Iris-virginica
+15,6.179366488622078,3.0540000000241156,4.899491293664825,1.665427475134869,Iris-virginica
+16,6.179366488950366,3.0603903711153717,1.5100223827125292,0.26153080852061,Iris-setosa
+17,6.179366488622263,3.0540000178625557,4.899491293727575,1.6654274751348936,Iris-virginica
+18,6.179366489049135,3.0626807451448714,1.5100223829153605,0.26153080850170846,Iris-setosa
+19,6.179366488628356,3.0540040197560807,4.899491294243799,1.66542747513678,Iris-versicolor
+20,6.179366489113326,3.0630451276885586,1.5100223831136463,0.26153080850611854,Iris-setosa
+21,6.179366489264827,3.061965228019394,1.5100223836197455,0.2615308085046015,Iris-setosa
+22,6.179366488988067,3.062156412256988,1.5100223827617245,0.26153080849957566,Iris-setosa
+23,6.179366489333266,3.063827847350613,1.510022383748115,0.26153080852647065,Iris-setosa
diff --git a/iris/lct_gan/1/12/test.csv b/iris/lct_gan/1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/train.csv b/iris/lct_gan/1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/12/val.csv b/iris/lct_gan/1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/synth.csv b/iris/lct_gan/1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f5bb3d79d8dd4cbb59ee8b21db4350c1fb75f5c
--- /dev/null
+++ b/iris/lct_gan/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489030267,3.056620956279587,1.5100223834052806,0.2615308084846277,Iris-setosa
+1,6.179366488622078,3.0540000000262566,4.899491293664849,1.665427475134869,Iris-virginica
+2,6.179366489199582,3.0577785009751643,1.5100223838041271,0.2615308085078841,Iris-setosa
+3,6.179366488622078,3.0540000000177785,4.8994912936647435,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000019385,4.899491293664763,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000529117,4.899491293665133,1.665427475134869,Iris-virginica
+6,6.17936648897323,3.0622151498787926,1.5100223827211916,0.26153080849345134,Iris-setosa
+7,6.179366489106637,3.060986925841473,1.5100223831596862,0.26153080849674815,Iris-setosa
+8,6.179366489957506,3.0687528331304508,1.5100223854910704,0.2615308085781678,Iris-setosa
+9,6.17936648862216,3.054000019435238,4.899491293690882,1.6654274751349225,Iris-versicolor
+10,6.179366489114966,3.059738444287498,1.510022383233849,0.2615308084964775,Iris-setosa
+11,6.179366488995977,3.061962101571222,1.5100223827898442,0.2615308084883042,Iris-setosa
+12,6.179366489045182,3.0543216925450687,1.5100223912597552,1.665427475194682,Iris-setosa
+13,6.179366488938161,3.0613755439931816,1.510022382651312,0.2615308084933366,Iris-setosa
+14,6.179366489418753,3.061285919413911,1.5100223842295712,0.2615308085191184,Iris-setosa
+15,6.179366488622078,3.054000000023694,4.899491293664817,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011736,4.899491293664663,1.665427475134869,Iris-virginica
+17,6.179366488622173,3.054000014480804,4.899491293699344,1.6654274751348883,Iris-versicolor
+18,6.1793664890125894,3.0626739972007355,1.5100223828116655,0.2615308085010066,Iris-setosa
+19,6.179366489014758,3.0625530550126676,1.5100223828261108,0.26153080850646165,Iris-setosa
+20,6.179366489089683,3.062962459536966,1.5100223830445993,0.26153080852342625,Iris-setosa
+21,6.179366488622078,3.0540000000271132,4.899491293664855,1.665427475134869,Iris-virginica
+22,6.179366488641055,3.054014137158165,1.510022382645255,1.6654274751406508,Iris-setosa
+23,6.179366488622078,3.0540000000147094,4.899491293664705,1.665427475134869,Iris-virginica
+24,6.179366488622092,3.054000000888719,4.899491293671563,1.66542747513487,Iris-virginica
+25,6.179366489128535,3.0628042937796898,1.5100223831637254,0.26153080850669547,Iris-setosa
+26,6.179366488622079,3.054000000036575,4.899491293664965,1.665427475134869,Iris-virginica
+27,6.179366489122874,3.056091022912004,1.5100223841732183,1.6654274752995544,Iris-setosa
+28,6.179366490831065,3.0589554843461495,1.510022394680414,1.6654274754675522,Iris-setosa
+29,6.17936648862208,3.0540000000933607,4.899491293665497,1.6654274751348692,Iris-virginica
+30,6.179366488622078,3.0540000000104772,4.899491293664644,1.665427475134869,Iris-virginica
+31,6.179366488622081,3.054000000283195,4.899491293666522,1.6654274751348694,Iris-virginica
+0,6.179366488622078,3.054000000013538,4.899491293664691,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000103857,4.899491293664644,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000119147,4.899491293664667,1.665427475134869,Iris-virginica
+3,6.179366489090716,3.0637755839879857,1.5100223830217792,0.2615308085067328,Iris-setosa
+4,6.179366488625206,3.054002774910078,1.5100223821424368,1.6654274751365694,Iris-setosa
+5,6.1793664889955835,3.0620158702011206,1.5100223827844517,0.2615308085065196,Iris-setosa
+6,6.179366488622078,3.0540000000203436,4.899491293664778,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000128873,4.899491293664679,1.665427475134869,Iris-virginica
+8,6.1793664886986015,3.0540420612212626,1.5100223844588554,1.6654274751506577,Iris-setosa
+9,6.179366488622092,3.054000001847705,4.8994912936714545,1.6654274751348714,Iris-virginica
+10,6.179366488622078,3.0540000000119947,4.899491293664664,1.665427475134869,Iris-virginica
+11,6.179366488622817,3.054000127843178,4.899491293863827,1.6654274751350735,Iris-versicolor
+12,6.179366488983814,3.0614929588651094,1.5100223827687596,0.2615308085104923,Iris-setosa
+13,6.179366488624628,3.0540003743266357,4.899491294316308,1.6654274751351992,Iris-virginica
+14,6.179366488679488,3.054185944906327,1.5100223824863752,1.6654274751563933,Iris-setosa
+15,6.179366488634347,3.054017051076005,1.5100223822445353,1.6654274751410543,Iris-setosa
+16,6.179366488622078,3.0540000000115124,4.89949129366466,1.665427475134869,Iris-virginica
+17,6.17936648905224,3.0627362524792114,1.5100223829363806,0.26153080849397137,Iris-setosa
+18,6.179366488622078,3.054000000019276,4.8994912936647665,1.665427475134869,Iris-virginica
+19,6.17936648898966,3.0617702749789317,1.5100223827745438,0.2615308085056724,Iris-setosa
+20,6.179366489115424,3.0584364138565467,1.5100223833991995,0.26153080848956556,Iris-setosa
+21,6.179366489345102,3.063293043598204,1.5100223838033664,0.261530808527115,Iris-setosa
+22,6.1793664886220805,3.054000000164537,4.89949129366611,1.6654274751348692,Iris-virginica
+23,6.179366488622091,3.0540000011244475,4.899491293670868,1.6654274751348712,Iris-virginica
+24,6.179366489538806,3.057344753783729,1.5100223861756619,1.6654274753418887,Iris-setosa
+25,6.179366488622078,3.0540000000118344,4.8994912936646635,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000010374,4.899491293664645,1.665427475134869,Iris-virginica
+27,6.179366488623986,3.0540003494675836,4.899491294146406,1.6654274751352283,Iris-versicolor
+28,6.179366489071408,3.0571605098746972,1.5100223835101758,0.26153080848270643,Iris-setosa
+29,6.179366489180854,3.059623642704445,1.5100223834630568,0.2615308085068213,Iris-setosa
+30,6.179366488622107,3.0540000040538415,4.89949129367646,1.6654274751348768,Iris-versicolor
+31,6.179366488622078,3.0540000000148315,4.899491293664706,1.665427475134869,Iris-virginica
+0,6.179366488975263,3.061599418289144,1.5100223827374435,0.26153080850241894,Iris-setosa
+1,6.179366488622079,3.0540000000831755,4.899491293665342,1.665427475134869,Iris-virginica
+2,6.179366489098284,3.063589719703009,1.5100223830466803,0.261530808513165,Iris-setosa
+3,6.179366488622078,3.0540000000202507,4.899491293664775,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.054000000089768,4.899491293665421,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000143253,4.899491293664699,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.05400000006793,4.899491293665222,1.665427475134869,Iris-virginica
+7,6.179366488944874,3.0559736172970675,1.510022383157711,1.665427475277167,Iris-setosa
+8,6.179366488622105,3.0540000041144775,4.899491293675381,1.6654274751348788,Iris-versicolor
+9,6.179366488622079,3.0540000000682714,4.899491293665244,1.665427475134869,Iris-virginica
+10,6.179366489469995,3.056916354114646,1.5100223861900472,1.6654274753156215,Iris-setosa
+11,6.179366488952332,3.0606721692228653,1.5100223827126646,0.26153080851580784,Iris-setosa
+12,6.1793664886220805,3.054000000155583,4.89949129366603,1.6654274751348692,Iris-virginica
+13,6.17936648925846,3.0584944519717965,1.5100223840110296,0.26153080851225324,Iris-setosa
+14,6.17936648862208,3.0540000001293675,4.899491293665732,1.6654274751348692,Iris-virginica
+15,6.179366488622086,3.054000000581259,4.899491293668926,1.6654274751348699,Iris-virginica
+16,6.179366488622079,3.0540000000311087,4.899491293664899,1.665427475134869,Iris-virginica
+17,6.179366490045321,3.05788561321832,1.5100223896436484,1.665427475397647,Iris-setosa
+18,6.179366488995832,3.0625971472693756,1.5100223827702852,0.261530808496475,Iris-setosa
+19,6.179366488622087,3.0540000012450887,4.8994912936691515,1.6654274751348708,Iris-virginica
+20,6.1793664891220965,3.062937762689294,1.5100223831334185,0.2615308085028313,Iris-setosa
+21,6.179366488664519,3.054090582545801,1.5100223823869097,1.6654274751562526,Iris-setosa
+22,6.179366489229067,3.0652101133568506,1.5100223833984456,0.26153080852257693,Iris-setosa
+23,6.179366489043739,3.0629262204286523,1.5100223829058674,0.261530808491637,Iris-setosa
+24,6.179366489069792,3.06095706359269,1.5100223830694899,0.2615308084845933,Iris-setosa
+25,6.1793664891811915,3.062789786062028,1.5100223833417334,0.2615308085090738,Iris-setosa
+26,6.179366488633223,3.05402315130903,1.5100223822969825,1.6654274751380713,Iris-setosa
+27,6.179366489154062,3.063624556578389,1.5100223832223811,0.26153080850454863,Iris-setosa
+28,6.179366488622078,3.054000000014366,4.899491293664701,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000165284,4.899491293664729,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000170093,4.899491293664734,1.665427475134869,Iris-virginica
+31,6.179366489037238,3.062721054914463,1.5100223828851662,0.2615308085073778,Iris-setosa
+0,6.179366488622082,3.0540000002610994,4.8994912936669515,1.6654274751348694,Iris-virginica
+1,6.179366488622078,3.0540000000103067,4.899491293664643,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000141214,4.899491293664696,1.665427475134869,Iris-virginica
+3,6.179366488963742,3.0609071112580493,1.5100223827351231,0.2615308085144553,Iris-setosa
+4,6.179366488622078,3.0540000000175604,4.899491293664742,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000108622,4.899491293664653,1.665427475134869,Iris-virginica
+6,6.179366489325578,3.0647413674939274,1.5100223837104245,0.261530808530151,Iris-setosa
+7,6.179366489084703,3.0635744158841005,1.5100223830042507,0.26153080850190646,Iris-setosa
+8,6.17936648862208,3.054000000101434,4.8994912936655135,1.6654274751348692,Iris-virginica
+9,6.179366489050118,3.0632490463262756,1.510022382916024,0.26153080850647187,Iris-setosa
+10,6.1793664886222075,3.0540000196036288,4.899491293710968,1.6654274751348992,Iris-versicolor
+11,6.179366488674661,3.0541106275981567,1.5100223825041357,1.6654274751562406,Iris-setosa
+12,6.179366489043298,3.0619508853176627,1.5100223829361636,0.2615308084879424,Iris-setosa
+13,6.179366488622078,3.0540000000149834,4.899491293664709,1.665427475134869,Iris-virginica
+14,6.179366488661906,3.0540204828272315,4.899491296585116,1.6654274751435922,Iris-versicolor
+15,6.179366488627909,3.054003727480103,4.899491294149877,1.6654274751368323,Iris-versicolor
+16,6.17936648951288,3.0545156945051457,1.5100224003680136,1.6654274752502798,Iris-setosa
+17,6.179366488622078,3.0540000000126493,4.899491293664678,1.665427475134869,Iris-virginica
+18,6.179366488928429,3.0615188301432346,1.51002238262295,0.261530808485792,Iris-setosa
+19,6.179366489237703,3.0628135877988947,1.5100223834962019,0.2615308085136336,Iris-setosa
+20,6.179366488622078,3.0540000000103498,4.899491293664642,1.665427475134869,Iris-virginica
+21,6.179366488672138,3.0541987630344263,1.510022382371131,1.6654274751570928,Iris-setosa
+22,6.1793664897707,3.058696592864717,1.510022387056027,1.665427475411474,Iris-setosa
+23,6.179366488622078,3.054000000012783,4.899491293664678,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/13/test.csv b/iris/lct_gan/1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/train.csv b/iris/lct_gan/1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/13/val.csv b/iris/lct_gan/1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/synth.csv b/iris/lct_gan/1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6b5c93a09afd00747d436b5ac7999638341cd6d
--- /dev/null
+++ b/iris/lct_gan/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622156,3.054000012162005,4.899491293694831,1.6654274751348803,Iris-virginica
+1,6.179366488992919,3.062520855977313,1.510022382762707,0.2615308084948647,Iris-setosa
+2,6.179366488993505,3.0622459796843997,1.5100223827757022,0.2615308084975221,Iris-setosa
+3,6.179366489134098,3.059429989667535,1.5100223833741304,0.2615308084944854,Iris-setosa
+4,6.179366489224152,3.0645893274499847,1.510022383415048,0.26153080852412647,Iris-setosa
+5,6.179366488622083,3.0540000003598844,4.899491293667469,1.6654274751348694,Iris-virginica
+6,6.179366488622263,3.054000040600337,4.899491293724701,1.6654274751349256,Iris-versicolor
+7,6.179366488622078,3.0540000000213126,4.899491293664792,1.665427475134869,Iris-virginica
+8,6.179366489087346,3.0639646503869753,1.5100223830026547,0.26153080850700594,Iris-setosa
+9,6.17936648883179,3.0546766130098817,1.5100223832863147,1.6654274751966045,Iris-setosa
+10,6.179366489056483,3.063483423684994,1.5100223829211947,0.2615308085017778,Iris-setosa
+11,6.179366488622078,3.0540000000137977,4.899491293664693,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000825143,4.8994912936653465,1.6654274751348692,Iris-virginica
+13,6.179366488622078,3.0540000000182093,4.899491293664749,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000119,4.899491293664664,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000018574,4.899491293664756,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000010885,4.899491293664649,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000114707,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489092948,3.063623584191831,1.5100223830244575,0.2615308085035032,Iris-setosa
+19,6.179366489778297,3.065209406605693,1.5100223851168482,0.26153080855153826,Iris-setosa
+20,6.179366488644756,3.054019933213815,1.5100223827677537,1.6654274751401168,Iris-setosa
+21,6.1793664891195395,3.063272931778541,1.5100223831103994,0.2615308085118654,Iris-setosa
+22,6.179366488622265,3.054000045132807,4.899491293725075,1.665427475134945,Iris-versicolor
+23,6.179366488622078,3.0540000000122243,4.89949129366467,1.665427475134869,Iris-virginica
+24,6.179366489009048,3.0624738956632322,1.5100223828061012,0.26153080850180216,Iris-setosa
+25,6.179366488634864,3.054010627697264,1.510022382516685,1.6654274751383245,Iris-setosa
+26,6.179366489011556,3.0624103081829737,1.5100223828159423,0.26153080849976645,Iris-setosa
+27,6.179366489252989,3.06282954524188,1.5100223835596864,0.26153080850800203,Iris-setosa
+28,6.179366489254662,3.063800277615834,1.5100223835054531,0.2615308085242381,Iris-setosa
+29,6.179366488995137,3.061939945163929,1.5100223827875217,0.26153080850896954,Iris-setosa
+30,6.179366488622728,3.0540001977263973,4.899491293791693,1.66542747513521,Iris-versicolor
+31,6.179366488622078,3.054000000012603,4.899491293664676,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000016024,4.899491293664721,1.665427475134869,Iris-virginica
+1,6.17936648862275,3.054000136668422,4.8994912938498745,1.665427475135063,Iris-versicolor
+2,6.179366489087365,3.0634019194994297,1.5100223830143777,0.26153080851270644,Iris-setosa
+3,6.179366488622078,3.0540000000158423,4.899491293664719,1.665427475134869,Iris-virginica
+4,6.179366489342822,3.066084325900494,1.5100223837150606,0.2615308085291773,Iris-setosa
+5,6.179366488622078,3.054000000009777,4.899491293664637,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000605407,4.899491293665233,1.665427475134869,Iris-virginica
+7,6.179366488622079,3.054000000060939,4.899491293665208,1.665427475134869,Iris-virginica
+8,6.179366489037698,3.062403821044504,1.5100223829013066,0.26153080851386806,Iris-setosa
+9,6.179366488622174,3.0540000168321515,4.899491293699333,1.6654274751348974,Iris-versicolor
+10,6.179366488897524,3.055334829158347,1.510022383138926,1.6654274752473412,Iris-setosa
+11,6.179366488622128,3.054000003692839,4.899491293685353,1.6654274751348737,Iris-virginica
+12,6.179366488622362,3.0540000331247694,4.899491293759545,1.6654274751349047,Iris-virginica
+13,6.179366488622078,3.0540000000120076,4.899491293664667,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000387337,4.899491293664978,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000116745,4.899491293664661,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000115888,4.899491293664663,1.665427475134869,Iris-virginica
+17,6.179366489036865,3.057039451370522,1.5100223833356208,0.2615308084813374,Iris-setosa
+18,6.179366488622078,3.0540000000135272,4.899491293664689,1.665427475134869,Iris-virginica
+19,6.179366488832484,3.055540446152098,1.510022382772886,1.6654274752274028,Iris-setosa
+20,6.17936648923605,3.0649464573422747,1.5100223834244861,0.26153080852276495,Iris-setosa
+21,6.179366488622078,3.0540000000155905,4.899491293664718,1.665427475134869,Iris-virginica
+22,6.179366489441738,3.0590373137338407,1.5100223846530512,0.2615308085275956,Iris-setosa
+23,6.179366489295276,3.0604049536939195,1.5100223838683697,0.2615308085106175,Iris-setosa
+24,6.179366489090046,3.0635418868168847,1.5100223830266686,0.261530808494488,Iris-setosa
+25,6.1793664890739874,3.063256673282101,1.510022382983005,0.26153080851255717,Iris-setosa
+26,6.179366489329328,3.058848906593618,1.510022384307151,0.26153080851799976,Iris-setosa
+27,6.179366488622078,3.0540000000108014,4.899491293664651,1.665427475134869,Iris-virginica
+28,6.179366488622079,3.054000000045704,4.899491293665063,1.665427475134869,Iris-virginica
+29,6.179366488961968,3.0602290511389505,1.5100223827517703,0.26153080853167804,Iris-setosa
+30,6.179366488622078,3.0540000000117846,4.899491293664663,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000102023,4.899491293664641,1.665427475134869,Iris-virginica
+0,6.179366488988927,3.062123289937377,1.5100223827637909,0.26153080849605315,Iris-setosa
+1,6.179366488622078,3.054000000012632,4.899491293664675,1.665427475134869,Iris-virginica
+2,6.179366488963843,3.060391054120334,1.5100223827497072,0.26153080852879435,Iris-setosa
+3,6.1793664886225805,3.0540001466643623,4.899491293808401,1.6654274751350306,Iris-versicolor
+4,6.179366488622078,3.0540000000140983,4.899491293664697,1.665427475134869,Iris-virginica
+5,6.17936648895086,3.060876833652094,1.5100223827010324,0.26153080851035215,Iris-setosa
+6,6.179366488622078,3.0540000000105088,4.899491293664646,1.665427475134869,Iris-virginica
+7,6.17936648862208,3.05400000012939,4.8994912936655775,1.6654274751348692,Iris-virginica
+8,6.179366488622079,3.054000000032852,4.899491293664914,1.665427475134869,Iris-virginica
+9,6.179366489294948,3.057789789674742,1.5100223842830756,1.6654274753770124,Iris-setosa
+10,6.1793664890367515,3.0628115480409988,1.510022382878014,0.2615308084940449,Iris-setosa
+11,6.179366488622078,3.0540000000123038,4.899491293664672,1.665427475134869,Iris-virginica
+12,6.179366490610819,3.064425063347871,1.510022388960775,1.665427475566616,Iris-setosa
+13,6.179366489119926,3.0632647944807636,1.5100223831253097,0.2615308085075341,Iris-setosa
+14,6.179366488622081,3.054000000230568,4.899491293666386,1.6654274751348694,Iris-virginica
+15,6.179366489072244,3.063404800436095,1.5100223829701134,0.2615308085015807,Iris-setosa
+16,6.179366490158436,3.064120480162636,1.5100223874287892,1.6654274754694174,Iris-setosa
+17,6.179366489942096,3.062620227765881,1.5100223863719977,1.6654274754749536,Iris-setosa
+18,6.179366488622121,3.054000005408461,4.8994912936809625,1.665427475134885,Iris-versicolor
+19,6.179366489016921,3.061740407900414,1.5100223828554231,0.26153080852110694,Iris-setosa
+20,6.1793664896234,3.06292361237199,1.5100223846586627,0.26153080855197747,Iris-setosa
+21,6.179366489192059,3.0588216387172493,1.5100223836415314,0.2615308085035034,Iris-setosa
+22,6.179366488622078,3.054000000011498,4.899491293664662,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000008954,4.899491293664626,1.665427475134869,Iris-virginica
+24,6.1793664893688725,3.0611104004203615,1.5100223842514087,0.26153080850338745,Iris-setosa
+25,6.17936648909189,3.0632028289863613,1.5100223830360047,0.26153080851370375,Iris-setosa
+26,6.17936648864845,3.0540392259689817,1.5100223826036359,1.6654274751418086,Iris-setosa
+27,6.179366489013582,3.0615103829374894,1.5100223828525798,0.2615308084882382,Iris-setosa
+28,6.1793664901211445,3.062598929441428,1.5100223876677799,1.6654274754389986,Iris-setosa
+29,6.179366489787005,3.065073925306689,1.5100223850917205,0.26153080856651056,Iris-setosa
+30,6.179366488622097,3.054000002277828,4.899491293672837,1.665427475134875,Iris-versicolor
+31,6.179366488622078,3.054000000024555,4.8994912936648305,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000148657,4.899491293664704,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000277407,4.8994912936648625,1.665427475134869,Iris-virginica
+2,6.179366489010514,3.0569776148702803,1.510022383371139,1.6654274752751996,Iris-setosa
+3,6.179366489007734,3.06252696398162,1.5100223828032575,0.2615308084935801,Iris-setosa
+4,6.179366488622081,3.0540000004303227,4.89949129366673,1.6654274751348697,Iris-virginica
+5,6.179366489056149,3.058556563565669,1.5100223831371942,0.26153080848636445,Iris-setosa
+6,6.179366489050637,3.0625610812265505,1.510022382937439,0.2615308084938279,Iris-setosa
+7,6.179366488622078,3.0540000000144683,4.899491293664701,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000009155,4.899491293664629,1.665427475134869,Iris-virginica
+9,6.179366488622097,3.054000002564296,4.899491293673221,1.6654274751348732,Iris-versicolor
+10,6.179366489364108,3.0619382531469217,1.5100223839060964,0.2615308085262733,Iris-setosa
+11,6.1793664890487126,3.0567206224807246,1.5100223835883277,1.6654274752891673,Iris-setosa
+12,6.179366488627748,3.0540073040938878,1.510022382181174,1.6654274751376228,Iris-setosa
+13,6.179366488700724,3.0541754688473213,1.5100223826162247,1.6654274751676648,Iris-setosa
+14,6.179366488622079,3.0540000000834637,4.899491293665415,1.665427475134869,Iris-virginica
+15,6.179366489074525,3.062929853998953,1.5100223829918933,0.26153080852102195,Iris-setosa
+16,6.179366488969732,3.05600593828322,1.5100223834844686,1.6654274752514486,Iris-setosa
+17,6.179366488622078,3.054000000026245,4.899491293664851,1.665427475134869,Iris-virginica
+18,6.179366489006151,3.062192187710784,1.5100223828155184,0.26153080850760013,Iris-setosa
+19,6.179366489065467,3.0629670228311694,1.5100223829665549,0.2615308085158032,Iris-setosa
+20,6.179366489222874,3.058619151290874,1.5100223836921713,0.2615308085185732,Iris-setosa
+21,6.179366488622078,3.054000000021121,4.89949129366479,1.665427475134869,Iris-virginica
+22,6.179366488622085,3.054000000626945,4.899491293668212,1.66542747513487,Iris-virginica
+23,6.179366489017467,3.0576649531107076,1.5100223831757307,0.2615308084750878,Iris-setosa
diff --git a/iris/lct_gan/1/14/test.csv b/iris/lct_gan/1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/train.csv b/iris/lct_gan/1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/14/val.csv b/iris/lct_gan/1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/synth.csv b/iris/lct_gan/1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcf0d3981b1fbb27d7565ef414afd58a9c7be404
--- /dev/null
+++ b/iris/lct_gan/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488984553,3.061858300111107,1.510022382760392,0.2615308085046813,Iris-setosa
+1,6.179366489812047,3.062015729333863,1.5100223861728648,1.665427475427047,Iris-setosa
+2,6.179366489018531,3.061867227070485,1.5100223828437371,0.26153080851360144,Iris-setosa
+3,6.179366488622078,3.0540000000151233,4.89949129366471,1.665427475134869,Iris-virginica
+4,6.179366489060053,3.0571504410855734,1.510022383459526,0.2615308084831053,Iris-setosa
+5,6.179366488909784,3.0543365343696807,1.51002238546546,1.6654274751959919,Iris-setosa
+6,6.179366488622079,3.054000000084802,4.899491293665361,1.665427475134869,Iris-virginica
+7,6.179366488962236,3.062000207371943,1.5100223826937316,0.2615308084899631,Iris-setosa
+8,6.179366489154374,3.055659931973957,1.5100223846640317,1.6654274752871425,Iris-setosa
+9,6.179366488622078,3.0540000000127447,4.899491293664677,1.665427475134869,Iris-virginica
+10,6.179366488629027,3.054002639910979,4.899491294377984,1.665427475137207,Iris-versicolor
+11,6.179366488958524,3.0613738173630765,1.5100223826958168,0.26153080849369226,Iris-setosa
+12,6.179366488622078,3.0540000000101184,4.899491293664641,1.665427475134869,Iris-virginica
+13,6.1793664886245505,3.0540009685735323,4.899491294105578,1.6654274751355471,Iris-versicolor
+14,6.179366488655893,3.0540133634982043,4.899491295946901,1.6654274751434535,Iris-versicolor
+15,6.17936648912296,3.057120160662273,1.5100223838739548,1.6654274752994889,Iris-setosa
+16,6.1793664886226685,3.0540000809301304,4.8994912938356805,1.665427475134974,Iris-versicolor
+17,6.179366488622535,3.0540002857814774,4.899491293726577,1.6654274751351277,Iris-versicolor
+18,6.17936648862208,3.054000000119021,4.8994912936656965,1.6654274751348692,Iris-virginica
+19,6.179366488623437,3.054000926353839,4.899491293782872,1.665427475135634,Iris-versicolor
+20,6.179366488622093,3.054000001637363,4.899491293671841,1.6654274751348708,Iris-virginica
+21,6.179366488622548,3.054000116049832,4.899491293807441,1.6654274751349851,Iris-versicolor
+22,6.17936648873267,3.05436756496144,1.5100223827256214,1.66542747518073,Iris-setosa
+23,6.179366488622083,3.054000000407459,4.8994912936672055,1.6654274751348697,Iris-virginica
+24,6.17936648862208,3.0540000001484726,4.899491293665709,1.6654274751348692,Iris-virginica
+25,6.179366488622078,3.054000000014272,4.899491293664699,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000167056,4.89949129366473,1.665427475134869,Iris-virginica
+27,6.179366489092512,3.06023605465654,1.51002238316717,0.26153080848440624,Iris-setosa
+28,6.179366488622384,3.0540001553022096,4.899491293722224,1.6654274751350358,Iris-versicolor
+29,6.179366488622078,3.0540000000094123,4.8994912936646315,1.665427475134869,Iris-virginica
+30,6.1793664887065685,3.0540955014858095,1.5100223829397132,1.6654274751681752,Iris-setosa
+31,6.179366488622078,3.054000000026191,4.899491293664847,1.665427475134869,Iris-virginica
+0,6.179366489120867,3.0589104571333263,1.5100223834150661,0.2615308084883511,Iris-setosa
+1,6.179366488622078,3.0540000000142618,4.899491293664698,1.665427475134869,Iris-virginica
+2,6.17936648862395,3.054000684686359,4.8994912940636866,1.6654274751353775,Iris-versicolor
+3,6.1793664886249,3.0540026107305462,4.899491293923244,1.6654274751357874,Iris-versicolor
+4,6.179366488622078,3.054000000010322,4.899491293664645,1.665427475134869,Iris-virginica
+5,6.17936649006808,3.0687392454772224,1.5100223858521946,0.26153080857641514,Iris-setosa
+6,6.179366489137132,3.0597050945678848,1.5100223833065236,0.26153080849314286,Iris-setosa
+7,6.179366489019858,3.062765472373298,1.5100223828265833,0.2615308084951085,Iris-setosa
+8,6.179366488622078,3.054000000012176,4.89949129366467,1.665427475134869,Iris-virginica
+9,6.1793664891875375,3.0640594564664725,1.510022383317365,0.2615308085020618,Iris-setosa
+10,6.179366488622149,3.054000011630484,4.8994912936915895,1.6654274751348837,Iris-versicolor
+11,6.179366489095291,3.063950100811614,1.510022383031713,0.26153080851118415,Iris-setosa
+12,6.179366489209458,3.0641473431462574,1.5100223833845448,0.2615308085161963,Iris-setosa
+13,6.179366488622081,3.054000000201333,4.899491293666513,1.6654274751348692,Iris-virginica
+14,6.179366488622089,3.054000001946153,4.899491293669952,1.6654274751348725,Iris-versicolor
+15,6.179366488622079,3.0540000000508667,4.899491293665128,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000106793,4.899491293664648,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000116763,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489071103,3.064062518518184,1.510022382960253,0.2615308084985079,Iris-setosa
+19,6.179366488622078,3.0540000000194287,4.899491293664765,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000100203,4.899491293664639,1.665427475134869,Iris-virginica
+21,6.179366489078129,3.0636224612785457,1.5100223829911732,0.26153080850930926,Iris-setosa
+22,6.17936648862208,3.054000000103153,4.899491293665464,1.6654274751348692,Iris-virginica
+23,6.179366488622079,3.054000000085634,4.89949129366545,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.05400000002174,4.899491293664795,1.665427475134869,Iris-virginica
+25,6.179366488622082,3.0540000004856407,4.899491293667118,1.6654274751348697,Iris-virginica
+26,6.179366488622078,3.054000000011696,4.8994912936646635,1.665427475134869,Iris-virginica
+27,6.179366489158201,3.06005065805086,1.5100223833467115,0.26153080850746463,Iris-setosa
+28,6.1793664896747345,3.062922866982956,1.5100223848899779,0.2615308085623135,Iris-setosa
+29,6.1793664886220885,3.0540000011136663,4.899491293669918,1.6654274751348705,Iris-virginica
+30,6.179366489045326,3.0585454040614906,1.5100223831249298,0.26153080848329957,Iris-setosa
+31,6.179366488843348,3.05561750074346,1.5100223827925539,0.26153080845234605,Iris-setosa
+0,6.179366488977891,3.0618269358148757,1.5100223827451251,0.2615308085052467,Iris-setosa
+1,6.179366489264882,3.0637274741970795,1.5100223835325097,0.26153080852042626,Iris-setosa
+2,6.179366488953138,3.0603649292811443,1.5100223827229993,0.26153080852317856,Iris-setosa
+3,6.179366488622078,3.0540000000180223,4.89949129366475,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.0540000000617105,4.899491293665237,1.665427475134869,Iris-virginica
+5,6.17936648862208,3.0540000001149323,4.899491293665664,1.6654274751348692,Iris-virginica
+6,6.179366489027825,3.062259557678159,1.5100223828667614,0.2615308085110667,Iris-setosa
+7,6.179366488622079,3.0540000000533043,4.899491293665138,1.665427475134869,Iris-virginica
+8,6.17936648935597,3.0619111631657754,1.5100223839393092,0.2615308085145173,Iris-setosa
+9,6.179366489067577,3.0633449213870225,1.5100223829560553,0.26153080850899607,Iris-setosa
+10,6.179366489037463,3.0630540184249275,1.510022382882642,0.26153080850140165,Iris-setosa
+11,6.179366489119923,3.0638134917695896,1.5100223831143715,0.2615308085104468,Iris-setosa
+12,6.179366489207442,3.0575036536606577,1.510022384036213,1.6654274753276288,Iris-setosa
+13,6.179366488983012,3.061234735496958,1.510022382776258,0.2615308085178435,Iris-setosa
+14,6.1793664891108495,3.0643368917137472,1.5100223830698964,0.2615308085087565,Iris-setosa
+15,6.179366488627041,3.0540022762753587,4.899491294350652,1.6654274751362812,Iris-versicolor
+16,6.179366488964522,3.061964596934078,1.51002238270417,0.2615308084952285,Iris-setosa
+17,6.179366488622078,3.0540000000169187,4.899491293664735,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000113054,4.899491293664656,1.665427475134869,Iris-virginica
+19,6.1793664893016516,3.059082946675873,1.510022384272674,1.6654274753369676,Iris-setosa
+20,6.179366488622078,3.054000000026954,4.899491293664859,1.665427475134869,Iris-virginica
+21,6.179366489039185,3.0626845429261467,1.5100223828843113,0.2615308085073013,Iris-setosa
+22,6.179366488973178,3.0607012969495178,1.5100223827702988,0.2615308085270504,Iris-setosa
+23,6.179366488622078,3.054000000013447,4.899491293664687,1.665427475134869,Iris-virginica
+24,6.179366488622084,3.054000000609271,4.899491293667514,1.6654274751348705,Iris-versicolor
+25,6.179366488622078,3.054000000011733,4.899491293664663,1.665427475134869,Iris-virginica
+26,6.179366488945694,3.059360756630054,1.5100223827627448,0.26153080846834775,Iris-setosa
+27,6.179366488622078,3.0540000000182155,4.8994912936647514,1.665427475134869,Iris-virginica
+28,6.179366488655487,3.0540290608084164,1.51002238250375,1.66542747515183,Iris-setosa
+29,6.1793664890231685,3.057571380625912,1.5100223832624655,0.2615308084734528,Iris-setosa
+30,6.179366488627201,3.054001685819477,4.89949129429556,1.6654274751365172,Iris-versicolor
+31,6.179366488622078,3.0540000000197263,4.89949129366477,1.665427475134869,Iris-virginica
+0,6.179366489344478,3.063060190825695,1.510022383799475,0.2615308085301254,Iris-setosa
+1,6.179366489026319,3.062530552474398,1.5100223828612538,0.26153080850512117,Iris-setosa
+2,6.179366488622078,3.054000000010061,4.89949129366464,1.665427475134869,Iris-virginica
+3,6.179366488976962,3.061777530045196,1.5100223827391333,0.26153080850030547,Iris-setosa
+4,6.1793664891883795,3.0625542890098476,1.5100223833475643,0.2615308085093888,Iris-setosa
+5,6.179366488622078,3.0540000000151686,4.8994912936647115,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000196397,4.899491293664772,1.665427475134869,Iris-virginica
+7,6.1793664889734226,3.0611295165097494,1.5100223827575632,0.2615308085153606,Iris-setosa
+8,6.179366488622112,3.054000002788262,4.899491293679509,1.6654274751348719,Iris-virginica
+9,6.179366488638311,3.054035632476674,1.5100223822811207,1.6654274751408356,Iris-setosa
+10,6.179366488622078,3.0540000000262606,4.899491293664852,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000070131,4.899491293665329,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000117353,4.899491293664662,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000016997,4.899491293664735,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000316456,4.8994912936649175,1.665427475134869,Iris-virginica
+15,6.17936648862208,3.0540000001472465,4.899491293665807,1.6654274751348692,Iris-virginica
+16,6.179366488622078,3.054000000018958,4.899491293664761,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000014445,4.899491293664703,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000219316,4.899491293664797,1.665427475134869,Iris-virginica
+19,6.179366489045895,3.0626461763197597,1.5100223829146977,0.2615308085027934,Iris-setosa
+20,6.179366489549969,3.0578408033435522,1.5100223857294937,1.6654274753995655,Iris-setosa
+21,6.179366488990393,3.062223801543301,1.5100223827640342,0.26153080850191057,Iris-setosa
+22,6.179366488984957,3.06184936349226,1.5100223827535142,0.2615308084979703,Iris-setosa
+23,6.179366489041119,3.06180242008225,1.5100223829205008,0.2615308084958452,Iris-setosa
diff --git a/iris/lct_gan/1/15/test.csv b/iris/lct_gan/1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/train.csv b/iris/lct_gan/1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/15/val.csv b/iris/lct_gan/1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/synth.csv b/iris/lct_gan/1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcede7b080c9859a7eabea8b1eb68843af6ad58d
--- /dev/null
+++ b/iris/lct_gan/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489194224,3.059567648774348,1.5100223836042879,0.26153080849354954,Iris-setosa
+1,6.179366488629888,3.0540025690123778,4.899491294943534,1.6654274751365754,Iris-versicolor
+2,6.179366488622105,3.054000003411711,4.899491293676657,1.6654274751348739,Iris-virginica
+3,6.179366489486085,3.062412119333434,1.5100223843154925,0.2615308085320828,Iris-setosa
+4,6.179366488624206,3.054000294405863,4.899491294211542,1.6654274751351386,Iris-virginica
+5,6.1793664888891495,3.054744053008408,1.5100223835221844,1.6654274752184048,Iris-setosa
+6,6.179366488918813,3.060277412881009,1.5100223826312131,0.261530808503877,Iris-setosa
+7,6.179366488622078,3.054000000010977,4.899491293664655,1.665427475134869,Iris-virginica
+8,6.17936648970458,3.065627017653964,1.510022384833061,0.2615308085479687,Iris-setosa
+9,6.179366488696246,3.054273496498122,1.5100223825044006,1.6654274751651639,Iris-setosa
+10,6.179366488622078,3.0540000000148546,4.899491293664704,1.665427475134869,Iris-virginica
+11,6.179366489381116,3.0647385734924844,1.5100223838555502,0.26153080852223604,Iris-setosa
+12,6.179366488622084,3.054000000495991,4.8994912936678485,1.6654274751348697,Iris-virginica
+13,6.179366488622078,3.0540000000136973,4.899491293664692,1.665427475134869,Iris-virginica
+14,6.17936648862209,3.054000000827315,4.899491293670855,1.6654274751348708,Iris-virginica
+15,6.179366488622087,3.05400000068316,4.89949129366936,1.6654274751348697,Iris-virginica
+16,6.179366489107658,3.0572554527966735,1.510022383664167,1.6654274753156126,Iris-setosa
+17,6.179366488622078,3.0540000000132776,4.899491293664686,1.665427475134869,Iris-virginica
+18,6.17936648928419,3.06086729653625,1.510022383729916,0.2615308085105505,Iris-setosa
+19,6.179366489092737,3.0595605422224215,1.5100223832147868,0.26153080849110066,Iris-setosa
+20,6.179366488922369,3.055624703789458,1.5100223832425328,1.6654274752469345,Iris-setosa
+21,6.179366489576683,3.060922736254306,1.5100223849304941,0.2615308085428096,Iris-setosa
+22,6.179366489515313,3.0619836228684205,1.5100223843902136,0.2615308085345455,Iris-setosa
+23,6.179366488978855,3.0613354330476623,1.5100223827657357,0.2615308085158248,Iris-setosa
+24,6.179366488960969,3.0608994384197454,1.5100223827256674,0.26153080851194954,Iris-setosa
+25,6.179366488622078,3.054000000013277,4.899491293664684,1.665427475134869,Iris-virginica
+26,6.1793664890310085,3.0622207153429173,1.5100223828674744,0.26153080850319843,Iris-setosa
+27,6.179366489403721,3.0670406729100614,1.5100223838805944,0.26153080853982624,Iris-setosa
+28,6.179366489763027,3.057860385502325,1.5100223870275762,1.6654274754005995,Iris-setosa
+29,6.17936648924854,3.064047650985297,1.5100223834988575,0.2615308085203913,Iris-setosa
+30,6.1793664886221515,3.054000011386902,4.899491293693251,1.6654274751348848,Iris-versicolor
+31,6.179366488649052,3.054019338889194,1.510022382756877,1.6654274751429075,Iris-setosa
+0,6.179366488622078,3.05400000000965,4.899491293664634,1.665427475134869,Iris-virginica
+1,6.179366489001504,3.062428677273416,1.5100223827923922,0.2615308085001802,Iris-setosa
+2,6.17936648934068,3.0663974625456345,1.5100223837166953,0.26153080853870153,Iris-setosa
+3,6.179366489179942,3.0639678299622273,1.5100223832874993,0.26153080850729854,Iris-setosa
+4,6.179366488622078,3.054000000012098,4.899491293664667,1.665427475134869,Iris-virginica
+5,6.179366488622179,3.0540000119290927,4.899491293702673,1.6654274751348814,Iris-virginica
+6,6.1793664886273545,3.0540083106753437,1.510022382167197,1.66542747513721,Iris-setosa
+7,6.179366488911225,3.0606957616712345,1.5100223825986518,0.2615308084903668,Iris-setosa
+8,6.179366488622078,3.054000000017414,4.89949129366474,1.665427475134869,Iris-virginica
+9,6.1793664891628675,3.0589720467133885,1.5100223835454134,0.2615308084929797,Iris-setosa
+10,6.179366489551014,3.06333753108819,1.5100223844515388,0.2615308085361926,Iris-setosa
+11,6.179366488622078,3.054000000017078,4.899491293664736,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000243324,4.89949129366483,1.665427475134869,Iris-virginica
+13,6.179366488622084,3.054000000461269,4.89949129366778,1.6654274751348697,Iris-virginica
+14,6.179366488622078,3.054000000010331,4.899491293664644,1.665427475134869,Iris-virginica
+15,6.179366488724629,3.05408654659824,1.5100223838392983,1.6654274751609546,Iris-setosa
+16,6.179366488622078,3.0540000000096432,4.899491293664635,1.665427475134869,Iris-virginica
+17,6.179366489143088,3.064224234130361,1.5100223831634736,0.2615308085154242,Iris-setosa
+18,6.179366489067483,3.0632118557602537,1.5100223829647481,0.26153080850803373,Iris-setosa
+19,6.179366488960133,3.056207182052946,1.5100223831680468,0.2615308084688517,Iris-setosa
+20,6.179366488622078,3.054000000028805,4.8994912936648785,1.665427475134869,Iris-virginica
+21,6.1793664890062345,3.0621320269271957,1.5100223828032733,0.2615308084989451,Iris-setosa
+22,6.179366489169003,3.0608011026092403,1.510022383323768,0.2615308085115479,Iris-setosa
+23,6.179366489188438,3.0609503027692617,1.51002238341372,0.2615308085033526,Iris-setosa
+24,6.179366488622079,3.0540000000655816,4.899491293665258,1.665427475134869,Iris-virginica
+25,6.1793664889860604,3.054542758576778,1.510022386102605,1.6654274752013962,Iris-setosa
+26,6.179366488984333,3.0612422795423404,1.5100223827854153,0.26153080851899896,Iris-setosa
+27,6.17936648862208,3.054000000121887,4.899491293665825,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.0540000000123384,4.899491293664673,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000009525,4.899491293664633,1.665427475134869,Iris-virginica
+30,6.179366489096067,3.0636448132900886,1.5100223830474715,0.2615308085024044,Iris-setosa
+31,6.179366488622082,3.054000000322447,4.899491293667137,1.6654274751348694,Iris-virginica
+0,6.179366488622079,3.054000000032712,4.8994912936649255,1.665427475134869,Iris-virginica
+1,6.1793664886221205,3.054000006142726,4.899491293680927,1.6654274751348832,Iris-versicolor
+2,6.17936648895668,3.0603456932533484,1.5100223827315646,0.26153080852559135,Iris-setosa
+3,6.179366488622079,3.0540000000432324,4.899491293665041,1.665427475134869,Iris-virginica
+4,6.179366489030019,3.061961444727322,1.510022382905728,0.26153080848684224,Iris-setosa
+5,6.179366488622081,3.0540000002127092,4.8994912936665855,1.6654274751348692,Iris-virginica
+6,6.179366488622079,3.0540000000448577,4.8994912936650605,1.665427475134869,Iris-virginica
+7,6.179366488622327,3.0540000444427524,4.899491293743445,1.6654274751349243,Iris-versicolor
+8,6.179366488622078,3.054000000018453,4.899491293664754,1.665427475134869,Iris-virginica
+9,6.1793664886220805,3.0540000001730103,4.899491293666276,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.054000000092669,4.899491293665287,1.6654274751348692,Iris-virginica
+11,6.1793664890796585,3.0630253966129706,1.5100223830014983,0.26153080851747784,Iris-setosa
+12,6.17936648938508,3.06278068442725,1.5100223839278057,0.26153080852844873,Iris-setosa
+13,6.179366488622078,3.0540000000143,4.8994912936647,1.665427475134869,Iris-virginica
+14,6.179366488972837,3.06200893711716,1.5100223827250177,0.2615308084969301,Iris-setosa
+15,6.179366488622078,3.0540000000155154,4.899491293664713,1.665427475134869,Iris-virginica
+16,6.179366489385776,3.0648699736657856,1.510022383858197,0.26153080853943594,Iris-setosa
+17,6.179366488622083,3.0540000003575827,4.899491293667634,1.6654274751348694,Iris-virginica
+18,6.179366488921976,3.060573996013424,1.5100223826307064,0.26153080849922955,Iris-setosa
+19,6.179366488935617,3.0603528662141253,1.5100223826741936,0.26153080851292204,Iris-setosa
+20,6.1793664886226765,3.0540003435925462,4.899491293725556,1.665427475135297,Iris-versicolor
+21,6.179366488622078,3.054000000009856,4.899491293664637,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000094567,4.899491293664632,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000019542,4.899491293664767,1.665427475134869,Iris-virginica
+24,6.179366488622079,3.0540000000305874,4.899491293664897,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000243133,4.899491293664828,1.665427475134869,Iris-virginica
+26,6.179366489074836,3.0627926146765687,1.5100223830100477,0.26153080849137983,Iris-setosa
+27,6.17936648862208,3.054000000105781,4.899491293665683,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.054000000025049,4.89949129366483,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000018272,4.899491293664752,1.665427475134869,Iris-virginica
+30,6.17936648862243,3.054000133357941,4.899491293754164,1.665427475135029,Iris-versicolor
+31,6.179366488622084,3.0540000003857717,4.899491293667924,1.6654274751348694,Iris-virginica
+0,6.179366489168841,3.0589979932548776,1.5100223835854636,0.26153080849076493,Iris-setosa
+1,6.179366488622078,3.054000000010497,4.899491293664645,1.665427475134869,Iris-virginica
+2,6.179366489123703,3.060936884961699,1.5100223832330395,0.2615308084911541,Iris-setosa
+3,6.179366491600815,3.0600050448302434,1.5100223998527802,1.6654274755605358,Iris-setosa
+4,6.179366489239375,3.064398325937348,1.5100223834475148,0.2615308085191431,Iris-setosa
+5,6.179366488622141,3.054000009320488,4.899491293689603,1.6654274751348797,Iris-virginica
+6,6.179366488622114,3.054000004611337,4.899491293679383,1.6654274751348763,Iris-versicolor
+7,6.179366489114724,3.063311467425638,1.510022383099881,0.2615308085050826,Iris-setosa
+8,6.179366488622078,3.05400000001094,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.179366488622117,3.054000004160723,4.899491293681054,1.6654274751348745,Iris-virginica
+10,6.179366488622078,3.0540000000102454,4.899491293664643,1.665427475134869,Iris-virginica
+11,6.179366488974283,3.0607639241175546,1.5100223827703656,0.26153080852498967,Iris-setosa
+12,6.179366489228749,3.0605843590138777,1.510022383537213,0.26153080850927857,Iris-setosa
+13,6.179366488622078,3.054000000012896,4.899491293664679,1.665427475134869,Iris-virginica
+14,6.179366488952229,3.0561502109065564,1.5100223832029631,1.6654274752664597,Iris-setosa
+15,6.179366489175842,3.063060342157378,1.5100223832980264,0.2615308085153999,Iris-setosa
+16,6.179366488957402,3.0610084543832734,1.5100223827141095,0.2615308085091632,Iris-setosa
+17,6.179366489067355,3.060308671728036,1.510022383072475,0.26153080848232146,Iris-setosa
+18,6.179366488622078,3.0540000000166017,4.899491293664729,1.665427475134869,Iris-virginica
+19,6.1793664891202065,3.062561511877882,1.5100223831578248,0.2615308084953882,Iris-setosa
+20,6.179366488622078,3.0540000000160257,4.899491293664722,1.665427475134869,Iris-virginica
+21,6.179366489047341,3.0595862191037306,1.5100223830208168,0.26153080849037197,Iris-setosa
+22,6.179366488622078,3.0540000000209977,4.899491293664785,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000438208,4.899491293664994,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/16/test.csv b/iris/lct_gan/1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/train.csv b/iris/lct_gan/1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/16/val.csv b/iris/lct_gan/1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/synth.csv b/iris/lct_gan/1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..840a075fccf59390fdec264aeaa8249ff6fc5eed
--- /dev/null
+++ b/iris/lct_gan/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648942397,3.061163834188664,1.5100223841602067,0.2615308085267543,Iris-setosa
+1,6.179366489774082,3.0579825866412014,1.5100223878870058,1.665427475339326,Iris-setosa
+2,6.179366488622079,3.0540000000546574,4.89949129366514,1.665427475134869,Iris-virginica
+3,6.1793664890200235,3.0625044171707834,1.5100223828311103,0.2615308084990041,Iris-setosa
+4,6.17936648897267,3.061892302247364,1.5100223827173245,0.2615308084895035,Iris-setosa
+5,6.1793664890233835,3.0621532109479306,1.5100223828588837,0.2615308085125667,Iris-setosa
+6,6.1793664888497615,3.055274490982633,1.5100223830947999,1.6654274752059992,Iris-setosa
+7,6.179366488622078,3.0540000000242538,4.899491293664827,1.665427475134869,Iris-virginica
+8,6.179366489001026,3.0614947386222946,1.5100223828232704,0.26153080852063637,Iris-setosa
+9,6.179366488622081,3.0540000001883953,4.899491293666453,1.6654274751348692,Iris-virginica
+10,6.17936648913467,3.064359183353608,1.510022383133542,0.2615308085072392,Iris-setosa
+11,6.179366490919043,3.0584111136945333,1.510022397715682,1.6654274754608924,Iris-setosa
+12,6.179366488622079,3.0540000000662753,4.899491293665241,1.665427475134869,Iris-virginica
+13,6.179366489228945,3.063607725758404,1.5100223834423705,0.26153080852307403,Iris-setosa
+14,6.179366488622079,3.054000000070527,4.899491293665278,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000109626,4.899491293664654,1.665427475134869,Iris-virginica
+16,6.179366488912078,3.055541134691131,1.5100223832492123,1.6654274752398577,Iris-setosa
+17,6.1793664893084514,3.0574837249684306,1.5100223846497973,1.665427475338611,Iris-setosa
+18,6.179366488622087,3.054000000734431,4.899491293669338,1.6654274751348699,Iris-virginica
+19,6.179366488622078,3.0540000000205896,4.899491293664781,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000011478,4.899491293664657,1.665427475134869,Iris-virginica
+21,6.179366489040344,3.05889114906199,1.5100223830511252,0.2615308084832437,Iris-setosa
+22,6.179366489573818,3.065041741565494,1.51002238445919,0.2615308085232039,Iris-setosa
+23,6.179366489031396,3.059321289246665,1.510022383012341,0.26153080848266325,Iris-setosa
+24,6.179366488622078,3.0540000000109737,4.899491293664652,1.665427475134869,Iris-virginica
+25,6.179366488622084,3.05400000057253,4.899491293667897,1.6654274751348697,Iris-virginica
+26,6.179366488965991,3.061099583424859,1.5100223827380923,0.26153080851217464,Iris-setosa
+27,6.1793664886221285,3.0540000099164617,4.89949129368527,1.6654274751348803,Iris-versicolor
+28,6.179366488622078,3.054000000014257,4.899491293664698,1.665427475134869,Iris-virginica
+29,6.179366488622129,3.0540000093106277,4.899491293685546,1.6654274751348788,Iris-versicolor
+30,6.179366488622078,3.0540000000146215,4.899491293664702,1.665427475134869,Iris-virginica
+31,6.179366488622083,3.0540000003404177,4.899491293667469,1.6654274751348694,Iris-virginica
+0,6.179366488622123,3.054000004537568,4.89949129368378,1.665427475134874,Iris-virginica
+1,6.179366489100812,3.0637094431880563,1.5100223830546435,0.2615308085091173,Iris-setosa
+2,6.179366489298096,3.0618224232328854,1.5100223836967,0.2615308085285715,Iris-setosa
+3,6.179366488622078,3.0540000000148595,4.899491293664707,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000125684,4.899491293664674,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000100376,4.89949129366464,1.665427475134869,Iris-virginica
+6,6.179366489442623,3.0662849490493294,1.5100223840235847,0.26153080853861493,Iris-setosa
+7,6.179366488622091,3.054000000855247,4.899491293671064,1.6654274751348705,Iris-virginica
+8,6.179366488622079,3.05400000006853,4.899491293665319,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000119516,4.899491293664667,1.665427475134869,Iris-virginica
+10,6.179366489015433,3.0626302784435,1.5100223828234831,0.26153080849255245,Iris-setosa
+11,6.179366488622078,3.054000000010237,4.899491293664642,1.665427475134869,Iris-virginica
+12,6.179366489040502,3.063169720350998,1.5100223828911847,0.2615308084964794,Iris-setosa
+13,6.179366488622081,3.054000000295536,4.899491293666631,1.6654274751348694,Iris-virginica
+14,6.179366489088753,3.06321604635994,1.5100223830282715,0.26153080849686244,Iris-setosa
+15,6.179366488622078,3.054000000010229,4.899491293664643,1.665427475134869,Iris-virginica
+16,6.1793664889767825,3.0621654245416767,1.5100223827291521,0.2615308084886407,Iris-setosa
+17,6.179366489352174,3.0637933284327583,1.5100223838021662,0.2615308085227834,Iris-setosa
+18,6.179366488739487,3.054057858817643,1.5100223848315246,1.665427475160212,Iris-setosa
+19,6.179366488622078,3.0540000000112175,4.899491293664657,1.665427475134869,Iris-virginica
+20,6.179366488622141,3.0540000072163958,4.89949129368954,1.6654274751348803,Iris-virginica
+21,6.179366488855817,3.055211117922465,1.5100223831697448,1.66542747520997,Iris-setosa
+22,6.179366488622082,3.0540000004798107,4.899491293667018,1.66542747513487,Iris-virginica
+23,6.179366488952891,3.0617395296936794,1.5100223826802015,0.2615308084932327,Iris-setosa
+24,6.179366488829919,3.0556068505750384,1.5100223827618244,0.26153080844539733,Iris-setosa
+25,6.17936648928003,3.0577817095288236,1.5100223844663232,1.6654274753273262,Iris-setosa
+26,6.179366488624324,3.0540030415532455,1.5100223821290908,1.6654274751358724,Iris-setosa
+27,6.179366488622084,3.0540000007100665,4.899491293667798,1.6654274751348703,Iris-virginica
+28,6.179366489055036,3.063361102607709,1.5100223829256485,0.2615308085023916,Iris-setosa
+29,6.179366488622078,3.0540000000102148,4.89949129366464,1.665427475134869,Iris-virginica
+30,6.1793664890848,3.0633579061283864,1.5100223830180384,0.2615308084963633,Iris-setosa
+31,6.179366488623527,3.05400039051566,4.899491294050685,1.6654274751351872,Iris-versicolor
+0,6.179366489096106,3.0628534363288358,1.5100223830500121,0.26153080850873395,Iris-setosa
+1,6.179366489037907,3.0626541952890403,1.5100223828850838,0.2615308085055579,Iris-setosa
+2,6.179366488622078,3.0540000000250034,4.899491293664833,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000196015,4.899491293664766,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000183163,4.899491293664753,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000000048709,4.8994912936650765,1.665427475134869,Iris-virginica
+6,6.179366489205599,3.0546677510003715,1.5100223884029114,1.665427475239181,Iris-setosa
+7,6.179366489072474,3.0581768023421874,1.510022383392403,0.2615308084783663,Iris-setosa
+8,6.179366488622081,3.054000000277013,4.899491293666636,1.6654274751348694,Iris-virginica
+9,6.1793664886220965,3.0540000017835145,4.899491293672977,1.665427475134873,Iris-virginica
+10,6.179366488622087,3.0540000007094887,4.899491293669189,1.6654274751348699,Iris-virginica
+11,6.1793664892499125,3.0652470664609233,1.5100223834793671,0.26153080852933325,Iris-setosa
+12,6.179366489024082,3.0626382056478243,1.5100223828460342,0.26153080849810445,Iris-setosa
+13,6.179366488639192,3.054015171806164,1.5100223825079024,1.6654274751403342,Iris-setosa
+14,6.179366489227969,3.0636445718033607,1.5100223834573092,0.26153080850897475,Iris-setosa
+15,6.179366488622078,3.0540000000106327,4.89949129366465,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009604,4.899491293664634,1.665427475134869,Iris-virginica
+17,6.179366489096722,3.063715853050773,1.510022383045234,0.26153080850471494,Iris-setosa
+18,6.179366490809777,3.0636114671927763,1.5100223904487977,1.6654274755804224,Iris-setosa
+19,6.179366488622078,3.0540000000140655,4.899491293664695,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000407983,4.89949129366501,1.665427475134869,Iris-virginica
+21,6.179366488622292,3.054000048130578,4.899491293735535,1.6654274751349214,Iris-versicolor
+22,6.179366488622269,3.0540000973700585,4.8994912937032815,1.6654274751349833,Iris-versicolor
+23,6.179366488622078,3.054000000013801,4.899491293664693,1.665427475134869,Iris-virginica
+24,6.179366489039218,3.0577474155961037,1.5100223832832038,0.26153080847505067,Iris-setosa
+25,6.17936648862208,3.054000000160705,4.899491293665898,1.6654274751348692,Iris-virginica
+26,6.179366489084763,3.063081415094218,1.5100223830242023,0.2615308085162612,Iris-setosa
+27,6.179366488622082,3.0540000003030205,4.899491293667019,1.6654274751348694,Iris-virginica
+28,6.179366488622079,3.054000000030157,4.8994912936648936,1.665427475134869,Iris-virginica
+29,6.179366489050729,3.062762324191321,1.5100223829234851,0.26153080851029104,Iris-setosa
+30,6.179366488622079,3.0540000000668805,4.899491293665211,1.665427475134869,Iris-virginica
+31,6.17936648862343,3.054000632657299,4.899491293917272,1.6654274751353075,Iris-versicolor
+0,6.179366489067132,3.062382100118277,1.5100223829758372,0.261530808498476,Iris-setosa
+1,6.179366488759764,3.0544525605671478,1.5100223827885049,1.6654274751960956,Iris-setosa
+2,6.179366488622078,3.0540000000242324,4.899491293664827,1.665427475134869,Iris-virginica
+3,6.179366488758903,3.05457021189483,1.5100223827330665,1.6654274751930844,Iris-setosa
+4,6.179366488623644,3.0540004581995475,4.89949129403406,1.6654274751353337,Iris-versicolor
+5,6.179366488622078,3.0540000000124468,4.899491293664674,1.665427475134869,Iris-virginica
+6,6.179366489081345,3.0630833719416706,1.5100223830074655,0.2615308084996868,Iris-setosa
+7,6.179366489277003,3.0611637794516726,1.5100223836572504,0.26153080851667926,Iris-setosa
+8,6.179366489502591,3.056541726496523,1.510022386464527,1.6654274753383607,Iris-setosa
+9,6.179366489186831,3.0623474161844917,1.5100223833622106,0.2615308085103603,Iris-setosa
+10,6.179366489062036,3.0619292489117904,1.5100223829888415,0.2615308085007256,Iris-setosa
+11,6.179366489285687,3.0606646469112886,1.5100223837195954,0.2615308085204743,Iris-setosa
+12,6.179366488706226,3.0542465036399196,1.5100223826254766,1.6654274751686124,Iris-setosa
+13,6.179366488622078,3.054000000011632,4.8994912936646635,1.665427475134869,Iris-virginica
+14,6.179366488632871,3.0540151506100437,1.5100223822386767,1.6654274751398301,Iris-setosa
+15,6.1793664890257425,3.0625588241305994,1.5100223828532238,0.26153080850686095,Iris-setosa
+16,6.179366489047149,3.0565279985797535,1.5100223835109117,1.6654274752985165,Iris-setosa
+17,6.179366488622078,3.0540000000117837,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489069129,3.0628861851489746,1.5100223829722705,0.26153080851557203,Iris-setosa
+19,6.17936648986549,3.0633092682865017,1.5100223856933586,0.26153080855685085,Iris-setosa
+20,6.17936648862208,3.054000000101952,4.899491293665623,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000200265,4.8994912936647745,1.665427475134869,Iris-virginica
+22,6.179366488622096,3.0540000015787445,4.899491293673037,1.6654274751348714,Iris-virginica
+23,6.1793664886220805,3.054000000189145,4.899491293666337,1.6654274751348692,Iris-virginica
diff --git a/iris/lct_gan/1/17/test.csv b/iris/lct_gan/1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/train.csv b/iris/lct_gan/1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/17/val.csv b/iris/lct_gan/1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/synth.csv b/iris/lct_gan/1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe61a32968cf5db3745417cdf278e22199eee8dd
--- /dev/null
+++ b/iris/lct_gan/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488740136,3.0543759088058344,1.5100223827911212,1.6654274751783704,Iris-setosa
+1,6.179366489144126,3.063673654854968,1.5100223831788375,0.2615308085102051,Iris-setosa
+2,6.179366488622078,3.054000000023704,4.899491293664821,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000010641,4.899491293664648,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.054000000100101,4.899491293665597,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.0540000000187333,4.899491293664755,1.665427475134869,Iris-virginica
+6,6.179366488622082,3.054000000353073,4.899491293667368,1.6654274751348694,Iris-virginica
+7,6.179366488622124,3.0540000073993165,4.899491293682587,1.6654274751348812,Iris-versicolor
+8,6.179366489143616,3.0640524380572014,1.5100223831756985,0.2615308085199964,Iris-setosa
+9,6.179366489013808,3.062578261397335,1.5100223828246306,0.2615308084873285,Iris-setosa
+10,6.179366488622078,3.0540000000109377,4.899491293664653,1.665427475134869,Iris-virginica
+11,6.179366488622705,3.054000202470571,4.899491293814531,1.665427475135108,Iris-versicolor
+12,6.179366489078991,3.0577694758111833,1.5100223834966995,0.2615308084763636,Iris-setosa
+13,6.179366488622081,3.054000000267171,4.899491293666631,1.6654274751348694,Iris-virginica
+14,6.179366489251207,3.059528604395211,1.510022383983501,0.26153080849258664,Iris-setosa
+15,6.179366488622078,3.054000000019083,4.899491293664764,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000222274,4.899491293664803,1.665427475134869,Iris-virginica
+17,6.179366489350743,3.0648162702373036,1.5100223837956523,0.26153080853191124,Iris-setosa
+18,6.179366488622078,3.0540000000161873,4.899491293664724,1.665427475134869,Iris-virginica
+19,6.1793664886220805,3.0540000001589207,4.899491293665879,1.6654274751348692,Iris-virginica
+20,6.179366488622575,3.0540001651028064,4.899491293769872,1.6654274751351419,Iris-versicolor
+21,6.179366488622078,3.0540000000115706,4.899491293664661,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000015093,4.89949129366471,1.665427475134869,Iris-virginica
+23,6.179366489014483,3.0621531650654523,1.51002238283978,0.26153080851298927,Iris-setosa
+24,6.179366488622078,3.054000000010716,4.899491293664648,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000108605,4.899491293664651,1.665427475134869,Iris-virginica
+26,6.179366488845266,3.0543178214625093,1.5100223843868703,1.6654274751876808,Iris-setosa
+27,6.1793664886298645,3.054001132613533,4.8994912951532905,1.6654274751369735,Iris-versicolor
+28,6.179366488967982,3.0610031899726033,1.5100223827426684,0.26153080851670474,Iris-setosa
+29,6.179366489263958,3.0601692042881083,1.5100223837131206,0.2615308085105513,Iris-setosa
+30,6.179366488939485,3.060858157068551,1.5100223826696801,0.26153080850296595,Iris-setosa
+31,6.179366488622079,3.0540000000320933,4.899491293664921,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000012222,4.899491293664669,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000188003,4.8994912936647586,1.665427475134869,Iris-virginica
+2,6.179366489170948,3.059153933711955,1.5100223834740376,0.26153080850355015,Iris-setosa
+3,6.179366488622078,3.0540000000181915,4.899491293664749,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000130973,4.899491293664682,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000135565,4.899491293664688,1.665427475134869,Iris-virginica
+6,6.1793664886221205,3.0540000056200065,4.89949129368214,1.665427475134875,Iris-virginica
+7,6.179366488622132,3.0540000049972784,4.899491293685148,1.6654274751348797,Iris-virginica
+8,6.179366488893923,3.055601308152773,1.5100223831377044,1.6654274752302909,Iris-setosa
+9,6.179366488623972,3.0540007085824024,4.899491294017249,1.665427475135434,Iris-versicolor
+10,6.17936648862208,3.05400000018739,4.8994912936657204,1.6654274751348692,Iris-virginica
+11,6.179366489200051,3.0644684609277584,1.5100223833206492,0.2615308085198756,Iris-setosa
+12,6.1793664886221,3.0540000034322055,4.899491293673928,1.6654274751348754,Iris-versicolor
+13,6.179366488622085,3.054000000755035,4.899491293668129,1.6654274751348708,Iris-virginica
+14,6.179366488945149,3.060246436170976,1.510022382703369,0.261530808520747,Iris-setosa
+15,6.179366488622078,3.054000000010644,4.899491293664648,1.665427475134869,Iris-virginica
+16,6.179366489139763,3.0591767369012013,1.5100223834823565,0.2615308084850015,Iris-setosa
+17,6.179366488622078,3.05400000002159,4.899491293664794,1.665427475134869,Iris-virginica
+18,6.179366488956764,3.056631622547124,1.5100223831967903,1.665427475249875,Iris-setosa
+19,6.179366488975577,3.0605311035432763,1.510022382776952,0.26153080853274774,Iris-setosa
+20,6.179366488622078,3.0540000000222074,4.899491293664798,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000295846,4.899491293664885,1.665427475134869,Iris-virginica
+22,6.179366488623097,3.0540004209526073,4.899491293832543,1.665427475135312,Iris-versicolor
+23,6.179366488622592,3.054000094084775,4.899491293816148,1.6654274751349991,Iris-versicolor
+24,6.179366488622078,3.0540000000191587,4.899491293664761,1.665427475134869,Iris-virginica
+25,6.179366488953265,3.0546107226518133,1.5100223847691352,1.665427475211464,Iris-setosa
+26,6.179366488966051,3.061991785119827,1.5100223827062382,0.2615308084922499,Iris-setosa
+27,6.179366488960445,3.060807407827708,1.5100223827280084,0.26153080851781446,Iris-setosa
+28,6.17936648914492,3.0616827609936634,1.5100223832439474,0.2615308085010259,Iris-setosa
+29,6.179366489321509,3.059876298193605,1.5100223840821394,0.2615308085129976,Iris-setosa
+30,6.1793664886220805,3.0540000001496383,4.899491293665936,1.6654274751348692,Iris-virginica
+31,6.179366489207108,3.0592189270474486,1.5100223835725577,0.2615308085096347,Iris-setosa
+0,6.179366488947154,3.0609721162654013,1.5100223826876447,0.26153080850677557,Iris-setosa
+1,6.179366488622079,3.0540000000713925,4.899491293665254,1.665427475134869,Iris-virginica
+2,6.179366488999732,3.061575486149444,1.5100223828139863,0.2615308085178786,Iris-setosa
+3,6.179366489212613,3.0631470181836997,1.51002238339263,0.2615308085148036,Iris-setosa
+4,6.179366488642542,3.0540475655622035,1.5100223822760581,1.6654274751435398,Iris-setosa
+5,6.179366489084853,3.0618285111132977,1.5100223830471593,0.2615308085086726,Iris-setosa
+6,6.179366489131004,3.0597771747338887,1.5100223833117563,0.26153080849100213,Iris-setosa
+7,6.179366488820887,3.054339704763406,1.5100223837793552,1.6654274751874751,Iris-setosa
+8,6.179366489021859,3.0627734052123126,1.5100223828393848,0.2615308085012017,Iris-setosa
+9,6.179366489003347,3.0617376774904757,1.5100223828151587,0.26153080851549637,Iris-setosa
+10,6.179366489153578,3.0582351853809797,1.5100223835927011,0.2615308085019346,Iris-setosa
+11,6.179366488622078,3.0540000000122816,4.89949129366467,1.665427475134869,Iris-virginica
+12,6.179366488965455,3.0606165495971966,1.5100223827509265,0.2615308085243923,Iris-setosa
+13,6.179366488622078,3.054000000009764,4.899491293664636,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000101877,4.899491293664642,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000143794,4.899491293664701,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000012627,4.899491293664675,1.665427475134869,Iris-virginica
+17,6.1793664886220885,3.0540000011045447,4.899491293669487,1.665427475134871,Iris-virginica
+18,6.179366489218003,3.0615385893922746,1.510022383495531,0.2615308085068122,Iris-setosa
+19,6.17936648906531,3.0633922399064164,1.5100223829466868,0.2615308085075797,Iris-setosa
+20,6.1793664890220965,3.056376640534579,1.5100223834279287,1.6654274752954241,Iris-setosa
+21,6.179366488622078,3.0540000000111625,4.8994912936646555,1.665427475134869,Iris-virginica
+22,6.179366489217796,3.0602746933379743,1.510022383529463,0.26153080851558275,Iris-setosa
+23,6.179366488622079,3.0540000000329273,4.899491293664931,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000009899,4.8994912936646395,1.665427475134869,Iris-virginica
+25,6.17936648874393,3.054098448139566,1.510022384141281,1.665427475163717,Iris-setosa
+26,6.179366489003481,3.0561550140775764,1.5100223836324715,1.6654274752560767,Iris-setosa
+27,6.179366488622078,3.054000000028666,4.899491293664878,1.665427475134869,Iris-virginica
+28,6.179366488622081,3.0540000002348995,4.899491293666749,1.6654274751348694,Iris-virginica
+29,6.179366488716549,3.054198442234401,1.5100223827106698,1.6654274751743219,Iris-setosa
+30,6.17936648899024,3.0621001450444103,1.510022382772241,0.26153080850378246,Iris-setosa
+31,6.179366488622078,3.0540000000179996,4.899491293664749,1.665427475134869,Iris-virginica
+0,6.179366489017396,3.057787267748346,1.5100223831976314,0.2615308084719122,Iris-setosa
+1,6.179366489026026,3.062805396569081,1.5100223828450505,0.26153080849514276,Iris-setosa
+2,6.179366488937864,3.0610670294040148,1.5100223826596124,0.2615308084980267,Iris-setosa
+3,6.1793664890971085,3.0613307216415993,1.5100223831274764,0.26153080848738164,Iris-setosa
+4,6.179366489125866,3.0633871678801725,1.510022383116334,0.2615308085114952,Iris-setosa
+5,6.179366488624431,3.0540003449850057,4.899491294253864,1.6654274751352665,Iris-versicolor
+6,6.179366488622478,3.054000054167218,4.899491293785583,1.665427475134952,Iris-versicolor
+7,6.179366489105237,3.0628476124739126,1.5100223830865995,0.26153080850584076,Iris-setosa
+8,6.179366488628197,3.054005728299443,1.510022382236014,1.6654274751372382,Iris-setosa
+9,6.179366488622079,3.054000000053469,4.899491293665164,1.665427475134869,Iris-virginica
+10,6.179366489013545,3.060460786632864,1.510022382902525,0.261530808483352,Iris-setosa
+11,6.17936648862208,3.054000000106962,4.89949129366549,1.6654274751348692,Iris-virginica
+12,6.17936648908024,3.063209265412618,1.5100223830009458,0.26153080850751975,Iris-setosa
+13,6.1793664890111755,3.062466630132543,1.5100223828179327,0.26153080850142485,Iris-setosa
+14,6.179366488622079,3.0540000000722225,4.899491293665317,1.665427475134869,Iris-virginica
+15,6.179366488623114,3.0540003680350445,4.8994912938857755,1.665427475135253,Iris-versicolor
+16,6.179366488631571,3.054011003227206,1.5100223822927805,1.665427475138294,Iris-setosa
+17,6.179366488657617,3.0540127478115977,4.899491297285742,1.6654274751419382,Iris-versicolor
+18,6.1793664891778075,3.064032043698067,1.5100223832854553,0.26153080853068916,Iris-setosa
+19,6.179366488622078,3.054000000021378,4.8994912936647905,1.665427475134869,Iris-virginica
+20,6.179366488888004,3.0567238185575696,1.510022382780796,0.2615308084581813,Iris-setosa
+21,6.1793664890459254,3.0623909031144683,1.5100223829306798,0.2615308085214039,Iris-setosa
+22,6.179366488679802,3.054093064601732,1.5100223825461943,1.6654274751618763,Iris-setosa
+23,6.1793664893857905,3.065896699567359,1.5100223838471547,0.2615308085251269,Iris-setosa
diff --git a/iris/lct_gan/1/18/test.csv b/iris/lct_gan/1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/train.csv b/iris/lct_gan/1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/18/val.csv b/iris/lct_gan/1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/synth.csv b/iris/lct_gan/1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9079b26e8397d65ccf4f965110433ec856d91038
--- /dev/null
+++ b/iris/lct_gan/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000167287,4.899491293664731,1.665427475134869,Iris-virginica
+1,6.17936648907224,3.0631899706230517,1.51002238298548,0.26153080849799043,Iris-setosa
+2,6.179366488622078,3.0540000000108267,4.89949129366465,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000196774,4.89949129366477,1.665427475134869,Iris-virginica
+4,6.179366488934979,3.0563974913036294,1.510022383046423,0.26153080846325033,Iris-setosa
+5,6.179366488622078,3.054000000023934,4.899491293664827,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000129433,4.8994912936646795,1.665427475134869,Iris-virginica
+7,6.179366488954001,3.0616834653299536,1.5100223826782693,0.2615308084876942,Iris-setosa
+8,6.179366488622084,3.0540000006281707,4.8994912936677695,1.6654274751348699,Iris-virginica
+9,6.179366489161632,3.0632426920055065,1.5100223832552264,0.26153080850532917,Iris-setosa
+10,6.179366488622078,3.0540000000160985,4.899491293664722,1.665427475134869,Iris-virginica
+11,6.1793664891956785,3.060933001855113,1.5100223834386648,0.2615308085048536,Iris-setosa
+12,6.179366489421984,3.0611783781293354,1.5100223842724967,0.2615308085176075,Iris-setosa
+13,6.179366488622079,3.0540000000507384,4.8994912936651165,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000275414,4.899491293664857,1.665427475134869,Iris-virginica
+15,6.179366489228847,3.061740289571917,1.5100223835035615,0.2615308085042926,Iris-setosa
+16,6.179366488622079,3.0540000000355705,4.899491293664962,1.665427475134869,Iris-virginica
+17,6.17936648939441,3.0600678901412914,1.5100223843696794,0.2615308085188039,Iris-setosa
+18,6.179366489110799,3.0637259061432593,1.5100223830842718,0.2615308085151466,Iris-setosa
+19,6.179366489155094,3.064884812220265,1.5100223831948598,0.2615308085089092,Iris-setosa
+20,6.17936648900871,3.0619597969828813,1.5100223828270087,0.26153080851488153,Iris-setosa
+21,6.179366488799618,3.05426262436315,1.5100223841497833,1.665427475172157,Iris-setosa
+22,6.179366488622078,3.0540000000099625,4.899491293664637,1.665427475134869,Iris-virginica
+23,6.179366489064148,3.063987621409497,1.5100223829391817,0.26153080849794397,Iris-setosa
+24,6.1793664886220805,3.054000000173077,4.899491293666161,1.6654274751348692,Iris-virginica
+25,6.179366489119754,3.057719603972119,1.5100223835577529,0.26153080849161886,Iris-setosa
+26,6.179366488622085,3.0540000005500025,4.899491293668412,1.6654274751348699,Iris-virginica
+27,6.179366488629015,3.0540059294369772,1.5100223822678644,1.6654274751378768,Iris-setosa
+28,6.179366488624049,3.0540002368235957,4.899491294146524,1.6654274751352751,Iris-versicolor
+29,6.179366489426755,3.0628853592643646,1.5100223840525313,0.2615308085208128,Iris-setosa
+30,6.179366488622079,3.054000000080385,4.899491293665408,1.665427475134869,Iris-virginica
+31,6.179366489229729,3.0590472509126974,1.5100223837710103,0.26153080850816063,Iris-setosa
+0,6.179366488622078,3.054000000016934,4.899491293664735,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000059325,4.899491293665182,1.665427475134869,Iris-virginica
+2,6.179366489081466,3.063115266703748,1.5100223830007438,0.2615308085181092,Iris-setosa
+3,6.179366489712304,3.056421770379261,1.5100223911205204,1.6654274752937919,Iris-setosa
+4,6.17936648911525,3.060572765638545,1.5100223832385318,0.26153080848507926,Iris-setosa
+5,6.179366488960289,3.0607064116384164,1.5100223827311208,0.26153080852006577,Iris-setosa
+6,6.179366489102802,3.0629393106192206,1.510022383088832,0.2615308084969023,Iris-setosa
+7,6.179366488622093,3.054000002008911,4.899491293671338,1.665427475134872,Iris-versicolor
+8,6.179366488622078,3.054000000014215,4.899491293664697,1.665427475134869,Iris-virginica
+9,6.1793664891569975,3.0624632034358727,1.5100223832619197,0.26153080851229454,Iris-setosa
+10,6.179366489107912,3.064384294753496,1.5100223830599273,0.2615308085002787,Iris-setosa
+11,6.179366488622118,3.0540000026531238,4.899491293681416,1.6654274751348725,Iris-virginica
+12,6.179366488647314,3.0540188231137906,1.510022382582375,1.6654274751442673,Iris-setosa
+13,6.179366488622078,3.054000000012253,4.8994912936646715,1.665427475134869,Iris-virginica
+14,6.179366488986668,3.0617990167292968,1.5100223827677919,0.26153080850496874,Iris-setosa
+15,6.179366488976231,3.0621586806223196,1.5100223827242585,0.26153080849043214,Iris-setosa
+16,6.179366489013817,3.0565590451196987,1.5100223832953732,0.2615308084824836,Iris-setosa
+17,6.179366488698542,3.054098194798607,1.5100223827385564,1.6654274751690978,Iris-setosa
+18,6.179366488622078,3.054000000013516,4.89949129366469,1.665427475134869,Iris-virginica
+19,6.1793664890930975,3.057652036388105,1.510022383536495,0.2615308084817528,Iris-setosa
+20,6.179366488622078,3.054000000016036,4.899491293664722,1.665427475134869,Iris-virginica
+21,6.179366488623945,3.0540004138067087,4.89949129414304,1.6654274751352534,Iris-versicolor
+22,6.179366488622078,3.0540000000144416,4.899491293664702,1.665427475134869,Iris-virginica
+23,6.17936648862208,3.0540000001335312,4.899491293665851,1.6654274751348692,Iris-virginica
+24,6.179366488622078,3.054000000018575,4.899491293664756,1.665427475134869,Iris-virginica
+25,6.179366489077235,3.0612184456072433,1.51002238305774,0.2615308085023056,Iris-setosa
+26,6.179366489076646,3.0631551136237776,1.5100223830010215,0.2615308085113947,Iris-setosa
+27,6.179366488977699,3.061669234517073,1.510022382744175,0.2615308085021248,Iris-setosa
+28,6.179366489157449,3.0638982761498754,1.5100223832050674,0.26153080850935184,Iris-setosa
+29,6.179366488623926,3.0540017229704652,4.899491293813545,1.6654274751357436,Iris-versicolor
+30,6.179366488631874,3.054002633918028,4.899491295129099,1.6654274751371956,Iris-versicolor
+31,6.179366488622078,3.0540000000162606,4.8994912936647275,1.665427475134869,Iris-virginica
+0,6.179366489002059,3.0622321424948855,1.5100223827956691,0.26153080850552013,Iris-setosa
+1,6.179366488622365,3.054000033609719,4.89949129375406,1.6654274751349258,Iris-versicolor
+2,6.179366488964185,3.0614716879091524,1.510022382715802,0.2615308085022483,Iris-setosa
+3,6.179366489226318,3.0643270487147145,1.5100223834028768,0.2615308085196866,Iris-setosa
+4,6.1793664886220805,3.054000000214857,4.899491293666389,1.6654274751348694,Iris-virginica
+5,6.179366488622078,3.054000000011611,4.899491293664663,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010423,4.899491293664645,1.665427475134869,Iris-virginica
+7,6.17936648896736,3.061489047585072,1.510022382723628,0.26153080850421956,Iris-setosa
+8,6.179366488622079,3.054000000076553,4.899491293665371,1.665427475134869,Iris-virginica
+9,6.179366489063656,3.0577760853029283,1.5100223833218909,0.26153080848331406,Iris-setosa
+10,6.17936648906235,3.0625657387005774,1.510022382953818,0.26153080850980975,Iris-setosa
+11,6.1793664886220885,3.0540000009788075,4.899491293670091,1.6654274751348708,Iris-virginica
+12,6.179366488622082,3.054000000487556,4.899491293667095,1.6654274751348699,Iris-virginica
+13,6.179366488846405,3.0546499699804217,1.5100223833139186,1.6654274752174398,Iris-setosa
+14,6.179366488762942,3.0542931221748155,1.5100223829775674,1.6654274751909859,Iris-setosa
+15,6.179366489086627,3.0627399005387157,1.510022383030389,0.26153080851681193,Iris-setosa
+16,6.179366489076198,3.0619447217714084,1.510022383027117,0.2615308085011858,Iris-setosa
+17,6.179366489102976,3.0634356753192242,1.5100223830537953,0.26153080850976473,Iris-setosa
+18,6.1793664891932165,3.061364737462104,1.5100223833927322,0.2615308085116304,Iris-setosa
+19,6.179366488622078,3.0540000000153693,4.899491293664714,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000010767,4.89949129366465,1.665427475134869,Iris-virginica
+21,6.17936648883213,3.0541444743024875,1.5100223868363571,1.6654274751707123,Iris-setosa
+22,6.179366489106336,3.061825857979113,1.510022383130111,0.26153080849896604,Iris-setosa
+23,6.179366488622079,3.0540000000327354,4.899491293664933,1.665427475134869,Iris-virginica
+24,6.179366489166044,3.064135372649151,1.5100223832325408,0.2615308085259727,Iris-setosa
+25,6.179366489027476,3.06237180795393,1.5100223828643056,0.26153080851425337,Iris-setosa
+26,6.179366488622078,3.054000000020976,4.899491293664787,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000019597,4.899491293664769,1.665427475134869,Iris-virginica
+28,6.179366489057268,3.0628493632526905,1.5100223829418105,0.26153080850880545,Iris-setosa
+29,6.179366488622078,3.0540000000126732,4.899491293664678,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000009985,4.899491293664639,1.665427475134869,Iris-virginica
+31,6.179366488626335,3.054006378297682,1.510022382172536,1.665427475136523,Iris-setosa
+0,6.179366488622085,3.0540000009415973,4.899491293668149,1.6654274751348708,Iris-versicolor
+1,6.179366488622078,3.05400000001271,4.899491293664677,1.665427475134869,Iris-virginica
+2,6.179366488622088,3.054000001069745,4.899491293669295,1.6654274751348708,Iris-virginica
+3,6.179366489132913,3.058209547540025,1.510022383630757,0.261530808486596,Iris-setosa
+4,6.179366488895476,3.056276555756446,1.510022383009168,1.6654274752321292,Iris-setosa
+5,6.179366488622078,3.054000000012006,4.899491293664668,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000134984,4.899491293664688,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000151193,4.8994912936647115,1.665427475134869,Iris-virginica
+8,6.179366489194285,3.06434184621645,1.5100223833241602,0.26153080851497845,Iris-setosa
+9,6.179366489100755,3.06352253085068,1.5100223830540316,0.2615308085130467,Iris-setosa
+10,6.179366488622079,3.0540000000375325,4.899491293664978,1.665427475134869,Iris-virginica
+11,6.179366488940729,3.0609234599095343,1.5100223826733552,0.26153080850388966,Iris-setosa
+12,6.179366488627107,3.0540060850257285,1.5100223821992567,1.665427475136773,Iris-setosa
+13,6.179366488976772,3.0579148685304602,1.5100223829903037,0.26153080846675913,Iris-setosa
+14,6.179366488622079,3.0540000000338914,4.899491293664938,1.665427475134869,Iris-virginica
+15,6.179366488622083,3.054000000327029,4.899491293667643,1.6654274751348694,Iris-virginica
+16,6.1793664890564655,3.063007624799702,1.510022382931392,0.26153080850671806,Iris-setosa
+17,6.179366488622078,3.0540000000255,4.89949129366484,1.665427475134869,Iris-virginica
+18,6.1793664890930025,3.063274259955545,1.5100223830403416,0.2615308085044569,Iris-setosa
+19,6.179366488622078,3.054000000029906,4.899491293664884,1.665427475134869,Iris-virginica
+20,6.179366488987718,3.0615100335866896,1.510022382782947,0.2615308085128617,Iris-setosa
+21,6.17936648900293,3.06176624859022,1.5100223828037118,0.2615308085040447,Iris-setosa
+22,6.17936648900399,3.0619143065180183,1.5100223828120654,0.2615308085127608,Iris-setosa
+23,6.179366488987828,3.0614811509690663,1.5100223827838242,0.26153080851330024,Iris-setosa
diff --git a/iris/lct_gan/1/19/test.csv b/iris/lct_gan/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/train.csv b/iris/lct_gan/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/19/val.csv b/iris/lct_gan/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/synth.csv b/iris/lct_gan/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1baf3ce3574b923e5a6b1af8b8a99364c807970f
--- /dev/null
+++ b/iris/lct_gan/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489135954,3.0624580726478587,1.5100223831971258,0.261530808502059,Iris-setosa
+1,6.179366488622078,3.0540000000208014,4.899491293664783,1.665427475134869,Iris-virginica
+2,6.179366488949044,3.061333468955608,1.5100223826831025,0.26153080850077953,Iris-setosa
+3,6.179366488625079,3.054000997801425,4.899491294274302,1.6654274751356393,Iris-versicolor
+4,6.179366489260232,3.062727773075236,1.5100223835551863,0.2615308085142984,Iris-setosa
+5,6.179366489077494,3.061026837157964,1.5100223830859818,0.2615308084897937,Iris-setosa
+6,6.17936648886253,3.054247541680682,1.510022386759226,1.6654274751715468,Iris-setosa
+7,6.179366489074911,3.055086370104803,1.5100223850272418,1.6654274752469527,Iris-setosa
+8,6.179366489073471,3.06337521750696,1.5100223829735946,0.2615308085088543,Iris-setosa
+9,6.179366488622079,3.054000000081888,4.899491293665378,1.665427475134869,Iris-virginica
+10,6.179366489035553,3.0627984731445896,1.5100223828738863,0.2615308084983759,Iris-setosa
+11,6.179366488959449,3.060339979677364,1.5100223827398647,0.2615308085273515,Iris-setosa
+12,6.179366488622079,3.054000000047892,4.8994912936650845,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000653804,4.899491293665238,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.054000000061088,4.89949129366522,1.665427475134869,Iris-virginica
+15,6.179366488622281,3.0540000478025884,4.899491293730222,1.6654274751349338,Iris-versicolor
+16,6.179366488878592,3.0552564974040526,1.5100223831045942,1.6654274752356972,Iris-setosa
+17,6.179366489124306,3.063063883962722,1.510022383144291,0.261530808503545,Iris-setosa
+18,6.179366489116792,3.0644024867536714,1.5100223830949269,0.26153080850289273,Iris-setosa
+19,6.17936648876918,3.054344652122126,1.5100223832806337,1.6654274751738771,Iris-setosa
+20,6.179366489043888,3.0626146260787475,1.5100223829102215,0.2615308085111611,Iris-setosa
+21,6.179366488622078,3.0540000000210337,4.899491293664784,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000110967,4.899491293664653,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000147245,4.899491293664702,1.665427475134869,Iris-virginica
+24,6.179366489092769,3.0626483915580107,1.510022383039216,0.2615308085123057,Iris-setosa
+25,6.1793664888369895,3.0549643503828308,1.5100223830569866,1.6654274752128089,Iris-setosa
+26,6.179366488622078,3.0540000000113365,4.899491293664657,1.665427475134869,Iris-virginica
+27,6.179366488893251,3.055606990033624,1.5100223830080473,1.6654274752595821,Iris-setosa
+28,6.179366489219373,3.0569844873813197,1.510022384340249,1.6654274753310487,Iris-setosa
+29,6.179366489156932,3.0573484915958002,1.5100223838450773,1.6654274753356795,Iris-setosa
+30,6.17936648863377,3.054016414326128,1.5100223823797971,1.665427475138354,Iris-setosa
+31,6.179366488626033,3.0540016469794775,4.899491294030659,1.665427475136521,Iris-versicolor
+0,6.179366489059458,3.063052961518015,1.510022382934907,0.2615308085087047,Iris-setosa
+1,6.179366488622078,3.0540000000118703,4.899491293664667,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000009507,4.899491293664632,1.665427475134869,Iris-virginica
+3,6.17936648862208,3.0540000001161256,4.899491293665723,1.6654274751348692,Iris-virginica
+4,6.17936648872225,3.054167192128691,1.5100223830716988,1.665427475167197,Iris-setosa
+5,6.17936648862208,3.054000000095116,4.899491293665553,1.6654274751348692,Iris-virginica
+6,6.179366489061401,3.062879363148909,1.5100223829531134,0.2615308085023037,Iris-setosa
+7,6.179366488648322,3.054038209454497,1.5100223825956431,1.665427475142285,Iris-setosa
+8,6.179366488624611,3.0540012038983004,4.899491293969389,1.6654274751357896,Iris-versicolor
+9,6.179366488622079,3.0540000000800425,4.89949129366537,1.665427475134869,Iris-virginica
+10,6.179366489276071,3.05926994232617,1.510022384025764,0.2615308085003031,Iris-setosa
+11,6.179366488622079,3.054000000080292,4.899491293665403,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000016074,4.8994912936647195,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000018529,4.899491293664757,1.665427475134869,Iris-virginica
+14,6.179366489195422,3.0647593510105606,1.51002238331063,0.2615308085202206,Iris-setosa
+15,6.179366488622078,3.054000000011155,4.899491293664656,1.665427475134869,Iris-virginica
+16,6.1793664886221356,3.0540000093847963,4.899491293687991,1.6654274751348792,Iris-versicolor
+17,6.17936648896822,3.061268562152859,1.5100223827368044,0.2615308085118418,Iris-setosa
+18,6.179366488622078,3.0540000000114054,4.899491293664658,1.665427475134869,Iris-virginica
+19,6.179366489316412,3.0610280051487715,1.510022383796393,0.26153080851378596,Iris-setosa
+20,6.179366488622078,3.054000000009528,4.899491293664633,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000021442,4.899491293664789,1.665427475134869,Iris-virginica
+22,6.179366488622566,3.0540000517749326,4.899491293813744,1.6654274751349276,Iris-virginica
+23,6.17936648862208,3.0540000001034477,4.899491293665603,1.6654274751348692,Iris-virginica
+24,6.179366488622078,3.054000000019131,4.899491293664763,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000099727,4.8994912936646395,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000010877,4.899491293664651,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000009785,4.899491293664635,1.665427475134869,Iris-virginica
+28,6.179366488622086,3.054000000659677,4.899491293668738,1.6654274751348699,Iris-virginica
+29,6.17936648911642,3.0636135455885483,1.5100223830997672,0.2615308085048799,Iris-setosa
+30,6.179366488622078,3.054000000011155,4.899491293664656,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000111234,4.899491293664655,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000011439,4.89949129366466,1.665427475134869,Iris-virginica
+1,6.179366489113593,3.0634325649701677,1.5100223830912274,0.2615308085090669,Iris-setosa
+2,6.179366489356218,3.0639654819062754,1.510022383801893,0.2615308085349496,Iris-setosa
+3,6.179366488622078,3.05400000002057,4.899491293664782,1.665427475134869,Iris-virginica
+4,6.179366489179364,3.059777356251413,1.510022383530223,0.2615308084894438,Iris-setosa
+5,6.17936648928534,3.0600574301436687,1.5100223839651647,0.2615308085042966,Iris-setosa
+6,6.179366488622078,3.054000000018081,4.89949129366475,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000205643,4.899491293664779,1.665427475134869,Iris-virginica
+8,6.179366489083205,3.056165574694669,1.5100223842538696,1.6654274752442062,Iris-setosa
+9,6.179366488622078,3.0540000000192165,4.899491293664764,1.665427475134869,Iris-virginica
+10,6.179366489136601,3.055524251247163,1.5100223847081276,1.665427475268139,Iris-setosa
+11,6.1793664886353135,3.0540181596132836,1.5100223822823315,1.6654274751405072,Iris-setosa
+12,6.179366489008605,3.0620168095844926,1.5100223828270398,0.26153080851481697,Iris-setosa
+13,6.179366489284517,3.0654833885927575,1.510022383580616,0.26153080852859495,Iris-setosa
+14,6.179366489006237,3.0622594876470077,1.5100223828051647,0.2615308085064522,Iris-setosa
+15,6.179366488622395,3.0540000363725355,4.899491293767586,1.6654274751349172,Iris-virginica
+16,6.179366488622079,3.0540000000447596,4.899491293665047,1.665427475134869,Iris-virginica
+17,6.179366488751723,3.054390533141462,1.5100223827514885,1.6654274751958722,Iris-setosa
+18,6.179366489289614,3.060904034717135,1.51002238372913,0.2615308085097611,Iris-setosa
+19,6.179366488622079,3.054000000036067,4.899491293664957,1.665427475134869,Iris-virginica
+20,6.179366489254055,3.064221186567854,1.5100223835019597,0.26153080853177807,Iris-setosa
+21,6.1793664892701345,3.0630492949445283,1.5100223835944768,0.26153080851442395,Iris-setosa
+22,6.179366488622078,3.0540000000139824,4.899491293664694,1.665427475134869,Iris-virginica
+23,6.17936648862407,3.0540007614074276,4.899491294047345,1.665427475135452,Iris-versicolor
+24,6.179366488622078,3.0540000000126626,4.899491293664677,1.665427475134869,Iris-virginica
+25,6.179366489006728,3.0620337442437706,1.5100223828149977,0.26153080850743926,Iris-setosa
+26,6.17936648862209,3.054000000810549,4.89949129367066,1.6654274751348699,Iris-virginica
+27,6.179366488944958,3.060879845796548,1.5100223826841725,0.2615308085054093,Iris-setosa
+28,6.179366488622078,3.0540000000145366,4.8994912936647035,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000011989,4.899491293664666,1.665427475134869,Iris-virginica
+30,6.179366488622086,3.0540000006021017,4.899491293668715,1.6654274751348699,Iris-virginica
+31,6.179366488622078,3.0540000000257943,4.899491293664851,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.05400000001137,4.899491293664657,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000012557,4.899491293664676,1.665427475134869,Iris-virginica
+2,6.179366488622082,3.054000000367882,4.899491293667145,1.6654274751348694,Iris-virginica
+3,6.179366489152041,3.063511830573763,1.510022383210901,0.26153080850351157,Iris-setosa
+4,6.179366488629377,3.054005005618573,1.5100223822381076,1.6654274751387714,Iris-setosa
+5,6.1793664889901745,3.0612493848868336,1.5100223827982615,0.2615308085224439,Iris-setosa
+6,6.179366488622078,3.054000000016173,4.899491293664724,1.665427475134869,Iris-virginica
+7,6.179366489296991,3.0615905991938375,1.510022383719043,0.2615308085145146,Iris-setosa
+8,6.179366488952896,3.055469429634511,1.510022383442471,1.6654274752560088,Iris-setosa
+9,6.179366489021881,3.0628463494983253,1.5100223828371968,0.2615308085035969,Iris-setosa
+10,6.179366489213835,3.0651081496107353,1.510022383368806,0.26153080852733873,Iris-setosa
+11,6.179366488681147,3.054111868173335,1.510022382581448,1.6654274751590816,Iris-setosa
+12,6.179366488622079,3.054000000053225,4.899491293665134,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000064342,4.899491293665216,1.665427475134869,Iris-virginica
+14,6.179366489061437,3.0619391385982575,1.5100223829815949,0.26153080849742727,Iris-setosa
+15,6.179366488946591,3.060726752870471,1.5100223826921368,0.2615308085107604,Iris-setosa
+16,6.179366488622078,3.0540000000166683,4.89949129366473,1.665427475134869,Iris-virginica
+17,6.179366488624865,3.054001067181006,4.89949129410289,1.6654274751357705,Iris-versicolor
+18,6.179366488622078,3.0540000000257366,4.89949129366484,1.665427475134869,Iris-virginica
+19,6.17936648908518,3.0633967661726547,1.5100223830248423,0.2615308084981815,Iris-setosa
+20,6.179366488638512,3.0540094154095208,1.5100223824979746,1.6654274751410318,Iris-setosa
+21,6.179366488622078,3.0540000000091103,4.899491293664628,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000348706,4.899491293664956,1.665427475134869,Iris-virginica
+23,6.1793664892874975,3.056134581080565,1.5100223863642315,1.6654274752471974,Iris-setosa
diff --git a/iris/lct_gan/1/2/test.csv b/iris/lct_gan/1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/train.csv b/iris/lct_gan/1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/2/val.csv b/iris/lct_gan/1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/synth.csv b/iris/lct_gan/1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d2be8d8d26e6faeb8a1985ec6c576c6bc0e5a32
--- /dev/null
+++ b/iris/lct_gan/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000010255,4.899491293664643,1.665427475134869,Iris-virginica
+1,6.179366489091109,3.0630053524095917,1.5100223830438595,0.2615308085236548,Iris-setosa
+2,6.1793664887193325,3.054028692899613,4.899491304704722,1.6654274751499758,Iris-versicolor
+3,6.179366488622079,3.054000000061682,4.899491293665192,1.665427475134869,Iris-virginica
+4,6.179366489261102,3.0596434055757857,1.5100223839214608,0.2615308085024884,Iris-setosa
+5,6.17936648862233,3.0540000568100885,4.899491293743927,1.6654274751349485,Iris-versicolor
+6,6.179366489039181,3.062430689662816,1.5100223828917658,0.2615308085068753,Iris-setosa
+7,6.179366488622469,3.0540001670722434,4.899491293731722,1.6654274751350902,Iris-versicolor
+8,6.179366488987764,3.0575984782541377,1.510022383010239,0.26153080847466004,Iris-setosa
+9,6.17936648862208,3.054000000123566,4.8994912936657755,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000608134,4.899491293665225,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000135947,4.8994912936646875,1.665427475134869,Iris-virginica
+12,6.179366489023082,3.062753370668403,1.5100223828470338,0.2615308084996406,Iris-setosa
+13,6.179366488622081,3.054000000238551,4.8994912936666815,1.6654274751348692,Iris-virginica
+14,6.179366488977649,3.062192821210967,1.5100223827323191,0.26153080849523686,Iris-setosa
+15,6.179366488971424,3.060950603822716,1.5100223827521002,0.26153080851396915,Iris-setosa
+16,6.179366488622078,3.0540000000266345,4.899491293664854,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000122576,4.89949129366467,1.665427475134869,Iris-virginica
+18,6.179366489124684,3.0635089214636464,1.5100223831296187,0.26153080851735705,Iris-setosa
+19,6.179366488622078,3.0540000000205136,4.899491293664782,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000016584,4.899491293664731,1.665427475134869,Iris-virginica
+21,6.179366489112792,3.0633927116104918,1.5100223830926753,0.26153080850679095,Iris-setosa
+22,6.179366488622078,3.054000000012813,4.8994912936646795,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000134144,4.899491293664686,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011098,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000014374,4.899491293664701,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000014511,4.899491293664704,1.665427475134869,Iris-virginica
+27,6.179366489028158,3.0580420012308003,1.5100223831407844,0.2615308084794587,Iris-setosa
+28,6.17936648862208,3.0540000001438083,4.899491293665813,1.6654274751348692,Iris-virginica
+29,6.179366488622078,3.05400000002244,4.899491293664802,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.0540000000884877,4.899491293665432,1.6654274751348692,Iris-virginica
+31,6.179366488622079,3.054000000052979,4.899491293665117,1.665427475134869,Iris-virginica
+0,6.179366488971722,3.0607204488594366,1.510022382765828,0.26153080852591853,Iris-setosa
+1,6.179366488622157,3.054000012017839,4.8994912936944,1.665427475134883,Iris-versicolor
+2,6.179366488622102,3.0540000022597007,4.899491293675201,1.6654274751348723,Iris-virginica
+3,6.179366488622078,3.054000000019341,4.899491293664766,1.665427475134869,Iris-virginica
+4,6.179366489044945,3.0628959870952635,1.5100223829126416,0.2615308084913818,Iris-setosa
+5,6.179366488622078,3.054000000014476,4.899491293664702,1.665427475134869,Iris-virginica
+6,6.179366489176006,3.0643953355267,1.510022383266966,0.26153080851167804,Iris-setosa
+7,6.179366489699727,3.0603765689414333,1.5100223855432948,1.6654274754670597,Iris-setosa
+8,6.179366488622536,3.0540000545106905,4.899491293798714,1.6654274751349645,Iris-versicolor
+9,6.179366488622364,3.054000061008685,4.899491293753396,1.665427475134956,Iris-versicolor
+10,6.17936648862208,3.0540000001563086,4.899491293665922,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.0540000000125596,4.899491293664673,1.665427475134869,Iris-virginica
+12,6.179366489160042,3.0572047275032648,1.5100223842739393,1.6654274752782017,Iris-setosa
+13,6.179366488622078,3.0540000000199115,4.8994912936647745,1.665427475134869,Iris-virginica
+14,6.179366488988635,3.061696887967251,1.5100223827835058,0.261530808512459,Iris-setosa
+15,6.179366488955775,3.0615168386826848,1.5100223826918038,0.26153080849885996,Iris-setosa
+16,6.179366489053999,3.0631300698401738,1.5100223829240138,0.2615308085041078,Iris-setosa
+17,6.179366488622078,3.0540000000290797,4.899491293664879,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000012233,4.89949129366467,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000292777,4.899491293664884,1.665427475134869,Iris-virginica
+20,6.179366489033271,3.06262294851635,1.5100223828715118,0.26153080849527643,Iris-setosa
+21,6.179366488622079,3.054000000036184,4.899491293664953,1.665427475134869,Iris-virginica
+22,6.17936648862208,3.0540000001082572,4.89949129366562,1.6654274751348692,Iris-virginica
+23,6.179366488622078,3.0540000000249403,4.899491293664835,1.665427475134869,Iris-virginica
+24,6.179366489005358,3.061889477657602,1.510022382813177,0.2615308085110981,Iris-setosa
+25,6.179366488622078,3.0540000000122003,4.899491293664671,1.665427475134869,Iris-virginica
+26,6.179366489424515,3.0605551672932427,1.5100223842571565,0.2615308085354611,Iris-setosa
+27,6.179366488622094,3.054000001487371,4.899491293672549,1.665427475134871,Iris-virginica
+28,6.179366489046577,3.063080459611731,1.5100223829027644,0.26153080851028065,Iris-setosa
+29,6.179366488622111,3.0540000044951428,4.8994912936775785,1.6654274751348785,Iris-versicolor
+30,6.179366488622092,3.054000001680033,4.899491293671032,1.6654274751348717,Iris-virginica
+31,6.179366489251028,3.0632985808888766,1.5100223835096982,0.2615308085155472,Iris-setosa
+0,6.1793664889824385,3.0608832805427753,1.5100223827886896,0.2615308085283308,Iris-setosa
+1,6.1793664890876565,3.0573122657692564,1.510022383515106,0.26153080849046195,Iris-setosa
+2,6.17936648897387,3.061111095902138,1.5100223827583426,0.26153080851653604,Iris-setosa
+3,6.17936648862277,3.0540000949419257,4.899491293857202,1.6654274751350513,Iris-versicolor
+4,6.179366488622078,3.0540000000119942,4.899491293664665,1.665427475134869,Iris-virginica
+5,6.179366488951435,3.0561086347403155,1.5100223832491828,1.6654274752517508,Iris-setosa
+6,6.179366489289739,3.0612450864230754,1.5100223837770113,0.2615308085089979,Iris-setosa
+7,6.1793664886220885,3.0540000015619597,4.899491293669803,1.665427475134871,Iris-virginica
+8,6.179366488785435,3.0543790613396036,1.5100223831810502,1.6654274751888896,Iris-setosa
+9,6.179366489040194,3.0626218561913836,1.5100223828883117,0.26153080849682286,Iris-setosa
+10,6.179366488622078,3.054000000014049,4.8994912936646955,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000099097,4.899491293664637,1.665427475134869,Iris-virginica
+12,6.179366489118796,3.0638843383408916,1.5100223831092383,0.2615308085160202,Iris-setosa
+13,6.179366488622079,3.054000000059882,4.89949129366521,1.665427475134869,Iris-virginica
+14,6.179366488622081,3.0540000002002365,4.899491293666503,1.6654274751348692,Iris-virginica
+15,6.179366488622078,3.0540000000124614,4.899491293664673,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000277585,4.899491293664866,1.665427475134869,Iris-virginica
+17,6.179366489182804,3.0613500582888653,1.510022383381712,0.2615308084994156,Iris-setosa
+18,6.1793664893157585,3.065279465930262,1.510022383641949,0.26153080852532473,Iris-setosa
+19,6.179366488622078,3.0540000000139185,4.899491293664693,1.665427475134869,Iris-virginica
+20,6.179366489212417,3.0594443050007705,1.5100223836276039,0.2615308085004004,Iris-setosa
+21,6.179366488972326,3.060978427118559,1.510022382760213,0.2615308085186527,Iris-setosa
+22,6.179366488622078,3.054000000012193,4.89949129366467,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000016037,4.89949129366472,1.665427475134869,Iris-virginica
+24,6.179366489246894,3.0635065138409687,1.510022383466696,0.261530808529126,Iris-setosa
+25,6.179366488622078,3.054000000014601,4.899491293664704,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000012111,4.899491293664669,1.665427475134869,Iris-virginica
+27,6.179366488622081,3.054000000216936,4.899491293666606,1.6654274751348692,Iris-virginica
+28,6.179366489174925,3.060944885416997,1.5100223833867203,0.2615308084971503,Iris-setosa
+29,6.179366488871436,3.0554312003737003,1.5100223830170099,1.6654274752349365,Iris-setosa
+30,6.179366488622081,3.054000000232454,4.8994912936663235,1.6654274751348694,Iris-virginica
+31,6.179366488622093,3.05400000145152,4.899491293671574,1.6654274751348719,Iris-virginica
+0,6.1793664886238275,3.0540011104558284,4.899491293792949,1.665427475135904,Iris-versicolor
+1,6.179366488623212,3.054000159960564,4.899491293975044,1.6654274751350715,Iris-versicolor
+2,6.179366488629697,3.054005202909771,4.899491294371256,1.6654274751370253,Iris-versicolor
+3,6.179366488622078,3.054000000027929,4.899491293664871,1.665427475134869,Iris-virginica
+4,6.179366489077034,3.0631959264907196,1.5100223829946537,0.2615308085168675,Iris-setosa
+5,6.179366488916336,3.0556415028136907,1.510022383148668,1.6654274752601887,Iris-setosa
+6,6.179366488622078,3.0540000000158183,4.8994912936647195,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000185565,4.899491293664753,1.665427475134869,Iris-virginica
+8,6.179366488662557,3.05406894667447,1.5100223827985522,1.6654274751449856,Iris-setosa
+9,6.179366489135462,3.0643503835772403,1.5100223831333566,0.2615308085124773,Iris-setosa
+10,6.179366488783554,3.054412623919706,1.5100223830993689,1.6654274751926688,Iris-setosa
+11,6.179366489072506,3.0631929521791865,1.5100223829882822,0.2615308085158471,Iris-setosa
+12,6.1793664892796665,3.0622628740958895,1.5100223836174456,0.26153080852429966,Iris-setosa
+13,6.179366489153979,3.060966118540034,1.5100223833377922,0.2615308084864115,Iris-setosa
+14,6.179366489133416,3.06436817792927,1.5100223831332353,0.26153080850182236,Iris-setosa
+15,6.179366488632215,3.0540185015182426,1.5100223821907515,1.6654274751401914,Iris-setosa
+16,6.1793664890211355,3.062607742902044,1.510022382836955,0.2615308085008828,Iris-setosa
+17,6.17936648862212,3.05400000374159,4.899491293682327,1.6654274751348737,Iris-virginica
+18,6.179366489218646,3.064701102801858,1.510022383377825,0.2615308085222236,Iris-setosa
+19,6.179366489061457,3.0625730935813564,1.510022382957797,0.26153080849779525,Iris-setosa
+20,6.179366488622078,3.0540000000118943,4.899491293664665,1.665427475134869,Iris-virginica
+21,6.179366489127119,3.058779217951177,1.510022383305211,0.2615308085034124,Iris-setosa
+22,6.179366488622079,3.0540000000328518,4.899491293664917,1.665427475134869,Iris-virginica
+23,6.179366488845941,3.0548031494392425,1.5100223833352153,1.6654274752037328,Iris-setosa
diff --git a/iris/lct_gan/1/20/test.csv b/iris/lct_gan/1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/train.csv b/iris/lct_gan/1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/20/val.csv b/iris/lct_gan/1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/synth.csv b/iris/lct_gan/1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ab8585a572d1aabe81fcc2d8d87069bd206a537
--- /dev/null
+++ b/iris/lct_gan/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622616,3.054000322736803,4.89949129375696,1.6654274751350961,Iris-versicolor
+1,6.179366488622078,3.0540000000110625,4.899491293664653,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000170546,4.899491293664736,1.665427475134869,Iris-virginica
+3,6.179366489111051,3.0615814114287936,1.5100223831646629,0.26153080848996374,Iris-setosa
+4,6.1793664891281335,3.0584970841771315,1.5100223834377096,0.26153080849766586,Iris-setosa
+5,6.179366488622079,3.0540000000704404,4.899491293665278,1.665427475134869,Iris-virginica
+6,6.1793664886220805,3.054000000203965,4.8994912936663635,1.6654274751348692,Iris-virginica
+7,6.179366488674848,3.054032485810277,4.899491297740268,1.665427475144204,Iris-versicolor
+8,6.179366489022592,3.062337412194307,1.5100223828587394,0.2615308085122105,Iris-setosa
+9,6.179366488967412,3.0610918196265544,1.510022382738859,0.26153080851178273,Iris-setosa
+10,6.179366488982682,3.0618644411186,1.5100223827530772,0.26153080850147115,Iris-setosa
+11,6.179366489145614,3.06340310600422,1.5100223831979955,0.2615308085165412,Iris-setosa
+12,6.179366488982933,3.0609301378225187,1.5100223827911268,0.2615308085272424,Iris-setosa
+13,6.179366488622078,3.0540000000120586,4.899491293664665,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000018681,4.899491293664755,1.665427475134869,Iris-virginica
+15,6.1793664886220805,3.0540000001857344,4.899491293665991,1.6654274751348694,Iris-virginica
+16,6.179366488981631,3.0609546052577987,1.5100223827867294,0.26153080852389937,Iris-setosa
+17,6.179366488623501,3.0540003386471337,4.899491293984769,1.665427475135346,Iris-versicolor
+18,6.179366489039198,3.063248554498306,1.5100223828861536,0.2615308084902979,Iris-setosa
+19,6.1793664886270125,3.054001064570599,4.899491294762026,1.6654274751359022,Iris-versicolor
+20,6.179366489153529,3.05606754154753,1.510022384375524,1.6654274753115348,Iris-setosa
+21,6.179366489121547,3.063397599301866,1.510022383127421,0.26153080850803695,Iris-setosa
+22,6.179366488622078,3.0540000000120795,4.89949129366467,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.054000000034408,4.899491293664952,1.665427475134869,Iris-virginica
+24,6.179366488688993,3.0540340820344047,1.5100223836310849,1.6654274751539813,Iris-setosa
+25,6.179366489035482,3.0628626643416683,1.5100223828811243,0.2615308085093914,Iris-setosa
+26,6.179366488713579,3.0545682419668467,1.5100223824852677,1.6654274751727134,Iris-setosa
+27,6.179366489224059,3.0624933836421815,1.5100223834605824,0.2615308085095194,Iris-setosa
+28,6.179366488622078,3.054000000021317,4.89949129366479,1.665427475134869,Iris-virginica
+29,6.179366489060223,3.0631961889062973,1.5100223829448716,0.2615308085094276,Iris-setosa
+30,6.179366488622078,3.0540000000156957,4.899491293664715,1.665427475134869,Iris-virginica
+31,6.179366488936715,3.0604002024425463,1.510022382675811,0.26153080851066673,Iris-setosa
+0,6.179366489033748,3.06251654704913,1.5100223828809698,0.2615308085062529,Iris-setosa
+1,6.179366488622079,3.054000000057647,4.899491293665192,1.665427475134869,Iris-virginica
+2,6.179366488622987,3.05400016552248,4.899491293914745,1.6654274751350864,Iris-versicolor
+3,6.179366488717167,3.0541371846734346,1.510022383457791,1.6654274751570088,Iris-setosa
+4,6.17936648862208,3.0540000001396703,4.899491293665886,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.054000000027712,4.899491293664864,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000011067,4.899491293664654,1.665427475134869,Iris-virginica
+7,6.179366488971431,3.06124071148852,1.510022382742806,0.2615308085085074,Iris-setosa
+8,6.179366488622078,3.054000000014516,4.899491293664701,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000104417,4.899491293664643,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.054000000034937,4.89949129366494,1.665427475134869,Iris-virginica
+11,6.179366488622082,3.0540000003307415,4.899491293666899,1.6654274751348694,Iris-virginica
+12,6.179366488622078,3.0540000000102228,4.89949129366464,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000103418,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000012736,4.899491293664675,1.665427475134869,Iris-virginica
+15,6.179366489012411,3.062571035309478,1.5100223828146078,0.2615308084960228,Iris-setosa
+16,6.179366488622078,3.0540000000093657,4.8994912936646315,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000307166,4.899491293664898,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000158756,4.89949129366472,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000164595,4.8994912936647275,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000052149,4.899491293665105,1.665427475134869,Iris-virginica
+21,6.179366488622085,3.0540000008844577,4.899491293668164,1.6654274751348703,Iris-virginica
+22,6.179366489351231,3.065617692241485,1.5100223837541624,0.2615308085320718,Iris-setosa
+23,6.179366488622078,3.05400000001328,4.899491293664685,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000173877,4.899491293664738,1.665427475134869,Iris-virginica
+25,6.179366488622226,3.054000018088736,4.899491293713904,1.6654274751349094,Iris-versicolor
+26,6.17936648911442,3.064158595622826,1.5100223830836044,0.2615308085072291,Iris-setosa
+27,6.179366489001239,3.0623877541275353,1.5100223827905932,0.2615308084893393,Iris-setosa
+28,6.179366488860403,3.0554059732614216,1.5100223830531323,1.6654274752220681,Iris-setosa
+29,6.179366488622078,3.0540000000094967,4.8994912936646315,1.665427475134869,Iris-virginica
+30,6.179366489103949,3.062970179062704,1.5100223830751651,0.26153080851177674,Iris-setosa
+31,6.179366488622079,3.0540000000300624,4.899491293664894,1.665427475134869,Iris-virginica
+0,6.179366489126118,3.0636037621562417,1.510022383137504,0.2615308085107013,Iris-setosa
+1,6.179366488622078,3.0540000000106566,4.899491293664648,1.665427475134869,Iris-virginica
+2,6.179366489246218,3.0647346501381105,1.510022383488781,0.2615308085156948,Iris-setosa
+3,6.179366488622078,3.0540000000106757,4.899491293664648,1.665427475134869,Iris-virginica
+4,6.179366488626996,3.0540068736469395,1.510022382184446,1.665427475136825,Iris-setosa
+5,6.179366488622078,3.0540000000214795,4.8994912936647905,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000016209,4.899491293664727,1.665427475134869,Iris-virginica
+7,6.179366489009292,3.061945487284336,1.5100223828229142,0.2615308085051262,Iris-setosa
+8,6.17936648903615,3.0624989668153324,1.510022382885613,0.2615308085081313,Iris-setosa
+9,6.179366488622175,3.0540000160457965,4.899491293698769,1.6654274751348954,Iris-versicolor
+10,6.1793664890200155,3.062607076398675,1.5100223828414199,0.26153080850213534,Iris-setosa
+11,6.179366488626473,3.0540007702850325,4.899491294690267,1.6654274751355693,Iris-versicolor
+12,6.179366489018875,3.0623936786019286,1.5100223828454034,0.2615308085101968,Iris-setosa
+13,6.179366488622078,3.0540000000176195,4.8994912936647435,1.665427475134869,Iris-virginica
+14,6.179366488622088,3.0540000006650336,4.8994912936694694,1.66542747513487,Iris-virginica
+15,6.1793664891233595,3.06294052771233,1.5100223831473607,0.26153080850391647,Iris-setosa
+16,6.17936648918381,3.06194122262872,1.5100223833702655,0.2615308085056697,Iris-setosa
+17,6.179366488642206,3.05401889918211,1.5100223825950905,1.6654274751401552,Iris-setosa
+18,6.179366488622078,3.0540000000125698,4.899491293664675,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000187555,4.899491293664757,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000332275,4.899491293664929,1.665427475134869,Iris-virginica
+21,6.179366489143008,3.0630582146593044,1.510022383211382,0.26153080850369964,Iris-setosa
+22,6.179366488932164,3.061082940964522,1.5100223826437567,0.26153080849645727,Iris-setosa
+23,6.1793664888656465,3.0547509097725003,1.5100223831787196,1.6654274752460934,Iris-setosa
+24,6.179366488622079,3.0540000000572394,4.899491293665133,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000009818,4.899491293664637,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000021072,4.899491293664785,1.665427475134869,Iris-virginica
+27,6.179366489106707,3.0635938998382706,1.5100223830670791,0.2615308085070138,Iris-setosa
+28,6.179366489084837,3.0632263023012776,1.5100223830179353,0.26153080849604216,Iris-setosa
+29,6.179366488622078,3.054000000011131,4.899491293664654,1.665427475134869,Iris-virginica
+30,6.179366488622254,3.054000019696728,4.899491293725022,1.6654274751348996,Iris-virginica
+31,6.179366488622078,3.0540000000125924,4.899491293664677,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000043307,4.8994912936650525,1.665427475134869,Iris-virginica
+1,6.179366488955487,3.0617918011058647,1.5100223826800618,0.2615308084875264,Iris-setosa
+2,6.179366488622078,3.0540000000169165,4.899491293664735,1.665427475134869,Iris-virginica
+3,6.179366489017496,3.0625386116914664,1.5100223828267763,0.26153080850138544,Iris-setosa
+4,6.179366488667772,3.0540500136810738,1.5100223831904516,1.6654274751441336,Iris-setosa
+5,6.179366488664995,3.0540204603151975,4.899491297214307,1.6654274751433609,Iris-versicolor
+6,6.1793664887664015,3.054183511562797,1.5100223835592559,1.6654274751789244,Iris-setosa
+7,6.179366489304301,3.0612952311421426,1.5100223837817648,0.26153080851382554,Iris-setosa
+8,6.179366488622079,3.054000000038854,4.899491293665,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.0540000001703436,4.899491293665753,1.6654274751348692,Iris-virginica
+10,6.179366488860323,3.0555435359747825,1.5100223830324437,1.6654274752156597,Iris-setosa
+11,6.179366489171497,3.064244700935514,1.5100223832614388,0.26153080851852467,Iris-setosa
+12,6.179366489003106,3.0553932047512986,1.510022383791016,1.6654274752619105,Iris-setosa
+13,6.17936648922023,3.064315087072121,1.5100223833771638,0.2615308085288718,Iris-setosa
+14,6.179366488622079,3.054000000032795,4.899491293664926,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000176883,4.8994912936647435,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009646,4.899491293664635,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000104213,4.899491293664646,1.665427475134869,Iris-virginica
+18,6.17936648862698,3.0540019855355967,4.899491294404282,1.665427475136142,Iris-versicolor
+19,6.179366488622078,3.054000000013083,4.899491293664682,1.665427475134869,Iris-virginica
+20,6.179366488622758,3.0540001505358165,4.899491293859315,1.6654274751350355,Iris-versicolor
+21,6.179366489088461,3.0634684056253803,1.510022383023507,0.2615308085132215,Iris-setosa
+22,6.179366488622078,3.054000000009851,4.899491293664637,1.665427475134869,Iris-virginica
+23,6.179366489242946,3.0648543365951926,1.5100223834693995,0.2615308085166942,Iris-setosa
diff --git a/iris/lct_gan/1/21/test.csv b/iris/lct_gan/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/train.csv b/iris/lct_gan/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/21/val.csv b/iris/lct_gan/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/synth.csv b/iris/lct_gan/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73e93910d0d9558dc977e5a61d6d9f627a3d5be2
--- /dev/null
+++ b/iris/lct_gan/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000011445,4.89949129366466,1.665427475134869,Iris-virginica
+1,6.179366491096314,3.055992137316715,1.510022411603715,1.6654274754375242,Iris-setosa
+2,6.1793664886272825,3.054002560954566,4.899491294325541,1.6654274751362612,Iris-versicolor
+3,6.179366488676359,3.054068381582949,1.5100223832234416,1.665427475147049,Iris-setosa
+4,6.179366488622079,3.054000000046276,4.899491293665068,1.665427475134869,Iris-virginica
+5,6.179366489192878,3.064082836406521,1.5100223833226913,0.26153080851155247,Iris-setosa
+6,6.179366488622078,3.0540000000127256,4.899491293664676,1.665427475134869,Iris-virginica
+7,6.179366489010513,3.0623776149047828,1.5100223828148542,0.26153080850858035,Iris-setosa
+8,6.179366488987647,3.057311348320929,1.5100223831314143,0.2615308084685348,Iris-setosa
+9,6.179366488936606,3.060497330416933,1.510022382672419,0.2615308085105431,Iris-setosa
+10,6.179366489136379,3.062591763725253,1.5100223831941162,0.26153080850406235,Iris-setosa
+11,6.179366489421922,3.063713411619953,1.5100223840443405,0.26153080854036637,Iris-setosa
+12,6.179366488626143,3.0540007730188066,4.899491294603782,1.6654274751357572,Iris-versicolor
+13,6.179366488996502,3.062021392197634,1.5100223827897838,0.2615308085062035,Iris-setosa
+14,6.179366488622078,3.0540000000094705,4.899491293664632,1.665427475134869,Iris-virginica
+15,6.179366489013862,3.061976676100212,1.510022382842513,0.26153080848664245,Iris-setosa
+16,6.179366488622079,3.054000000044355,4.899491293665057,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.05400000001358,4.899491293664689,1.665427475134869,Iris-virginica
+18,6.17936648880813,3.0550796433913754,1.5100223828681443,1.665427475206494,Iris-setosa
+19,6.179366488622078,3.054000000014809,4.899491293664706,1.665427475134869,Iris-virginica
+20,6.17936648935634,3.0554008245631423,1.5100223882929866,1.6654274752610543,Iris-setosa
+21,6.1793664887597535,3.0543524437165597,1.5100223828831618,1.665427475192103,Iris-setosa
+22,6.179366488933165,3.060425156071105,1.5100223826653554,0.2615308085090323,Iris-setosa
+23,6.179366488622078,3.054000000019506,4.899491293664768,1.665427475134869,Iris-virginica
+24,6.179366488983348,3.06212380188924,1.5100223827498225,0.2615308084994023,Iris-setosa
+25,6.179366488641201,3.0540170550441856,1.5100223824588952,1.6654274751420324,Iris-setosa
+26,6.179366490565336,3.0674665363647837,1.5100223879075438,1.6654274755826646,Iris-setosa
+27,6.179366488622097,3.054000002596424,4.899491293673665,1.6654274751348723,Iris-virginica
+28,6.179366488732949,3.0541649401643327,1.5100223829014874,1.6654274751822638,Iris-setosa
+29,6.179366488622078,3.054000000015345,4.899491293664714,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000023461,4.899491293664816,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.054000000071545,4.899491293665289,1.665427475134869,Iris-virginica
+0,6.179366489047194,3.0630589109460367,1.510022382907748,0.2615308084996991,Iris-setosa
+1,6.179366488622839,3.054000512137823,4.899491293757227,1.66542747513524,Iris-versicolor
+2,6.17936648862209,3.0540000015549356,4.899491293670409,1.665427475134872,Iris-versicolor
+3,6.179366489946679,3.0558307871544526,1.510022393074902,1.6654274753622955,Iris-setosa
+4,6.1793664889641455,3.06153845737953,1.510022382716713,0.26153080850240135,Iris-setosa
+5,6.179366488729324,3.0540798997578054,1.5100223843712255,1.6654274751591964,Iris-setosa
+6,6.179366488622087,3.054000000599144,4.899491293668985,1.66542747513487,Iris-virginica
+7,6.179366488622078,3.054000000027513,4.899491293664865,1.665427475134869,Iris-virginica
+8,6.179366488712255,3.0543370860913894,1.5100223825696604,1.665427475172906,Iris-setosa
+9,6.179366489082716,3.0634144124128246,1.5100223830025281,0.2615308085027023,Iris-setosa
+10,6.179366488955582,3.061349227574521,1.5100223826975996,0.2615308084988641,Iris-setosa
+11,6.179366489111431,3.0551118192842517,1.5100223853274215,1.6654274752462679,Iris-setosa
+12,6.179366489465798,3.0608176975771877,1.510022384476256,0.26153080852436233,Iris-setosa
+13,6.179366489102208,3.061938795687104,1.5100223831160018,0.26153080849197624,Iris-setosa
+14,6.179366489211383,3.0634889923689412,1.5100223833785873,0.2615308085254745,Iris-setosa
+15,6.179366489375639,3.063060557080566,1.5100223838865559,0.2615308085271594,Iris-setosa
+16,6.179366488978922,3.0614902389195966,1.5100223827568222,0.26153080850801463,Iris-setosa
+17,6.179366488982,3.061295477458605,1.5100223827711592,0.26153080851239646,Iris-setosa
+18,6.179366488622078,3.054000000027382,4.899491293664857,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000148573,4.899491293664707,1.665427475134869,Iris-virginica
+20,6.17936648900441,3.0623401667529175,1.5100223827913517,0.26153080849473215,Iris-setosa
+21,6.179366489599631,3.0613917791459047,1.510022384952546,0.2615308085430298,Iris-setosa
+22,6.17936648862208,3.0540000001235943,4.899491293665707,1.6654274751348692,Iris-virginica
+23,6.179366488622079,3.0540000000728247,4.899491293665305,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011507,4.899491293664658,1.665427475134869,Iris-virginica
+25,6.179366488622079,3.0540000000583905,4.899491293665186,1.665427475134869,Iris-virginica
+26,6.179366488956283,3.0606235120620426,1.510022382727337,0.26153080851725913,Iris-setosa
+27,6.179366488765571,3.0544194096212975,1.5100223828124064,1.6654274751993732,Iris-setosa
+28,6.1793664890754,3.063450619322908,1.5100223829748574,0.26153080850052973,Iris-setosa
+29,6.179366488974885,3.061836817451785,1.510022382729945,0.26153080849822324,Iris-setosa
+30,6.179366488994731,3.0616247647361137,1.5100223828022674,0.2615308085152478,Iris-setosa
+31,6.179366488622078,3.0540000000155842,4.899491293664716,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000110337,4.899491293664653,1.665427475134869,Iris-virginica
+1,6.179366488622093,3.054000001804421,4.899491293671445,1.6654274751348717,Iris-virginica
+2,6.179366488622078,3.054000000026904,4.899491293664855,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000016751,4.89949129366473,1.665427475134869,Iris-virginica
+4,6.17936648942436,3.058470760111391,1.510022384769389,1.6654274753983185,Iris-setosa
+5,6.179366488622078,3.05400000001213,4.899491293664668,1.665427475134869,Iris-virginica
+6,6.179366489036953,3.0628144152934156,1.510022382889279,0.2615308085105521,Iris-setosa
+7,6.179366488985876,3.0614490509432706,1.5100223827747115,0.2615308085097923,Iris-setosa
+8,6.179366489132611,3.0635711163704404,1.5100223831486266,0.2615308085032047,Iris-setosa
+9,6.17936648862208,3.0540000001146335,4.899491293665768,1.6654274751348692,Iris-virginica
+10,6.179366489012952,3.0606608865604557,1.5100223829089237,0.2615308084788325,Iris-setosa
+11,6.1793664886220805,3.0540000001577075,4.89949129366607,1.6654274751348692,Iris-virginica
+12,6.179366489206073,3.064773073091401,1.5100223833571031,0.2615308085271962,Iris-setosa
+13,6.179366488622079,3.0540000000636396,4.8994912936652595,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000024596,4.8994912936648305,1.665427475134869,Iris-virginica
+15,6.179366488979059,3.0545281245816813,1.5100223865100115,1.6654274751968263,Iris-setosa
+16,6.179366488956578,3.061057047952591,1.510022382713828,0.261530808474634,Iris-setosa
+17,6.179366489603296,3.063357081853688,1.510022384586174,0.26153080854746363,Iris-setosa
+18,6.179366488865834,3.055779245635903,1.5100223828585095,0.26153080845475324,Iris-setosa
+19,6.179366488992116,3.062607464387351,1.5100223827603005,0.26153080849105154,Iris-setosa
+20,6.179366488622078,3.05400000001046,4.899491293664645,1.665427475134869,Iris-virginica
+21,6.17936648862208,3.0540000000852388,4.899491293665481,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000437804,4.899491293665043,1.665427475134869,Iris-virginica
+23,6.179366489247832,3.06281899549169,1.5100223835212752,0.26153080851608757,Iris-setosa
+24,6.179366489494719,3.063951497409857,1.5100223842168488,0.2615308085344621,Iris-setosa
+25,6.17936648862208,3.054000000160609,4.899491293665592,1.6654274751348692,Iris-virginica
+26,6.179366489308973,3.0652204691127025,1.5100223836375595,0.26153080852653726,Iris-setosa
+27,6.179366488622079,3.054000000045016,4.899491293665074,1.665427475134869,Iris-virginica
+28,6.179366488850954,3.05476368270988,1.5100223831951511,1.6654274752243583,Iris-setosa
+29,6.179366488622159,3.0540000211752414,4.899491293693767,1.665427475134902,Iris-versicolor
+30,6.179366488735247,3.0541805216175137,1.5100223829277557,1.6654274751798746,Iris-setosa
+31,6.179366489197823,3.062879721354222,1.5100223833563233,0.2615308085166814,Iris-setosa
+0,6.179366488622099,3.054000001570653,4.89949129367452,1.665427475134871,Iris-virginica
+1,6.179366488622078,3.0540000000224303,4.899491293664803,1.665427475134869,Iris-virginica
+2,6.179366488622447,3.0540000913392524,4.899491293770357,1.665427475135013,Iris-versicolor
+3,6.1793664886220805,3.054000000186577,4.899491293666282,1.6654274751348692,Iris-virginica
+4,6.179366488622079,3.054000000041884,4.899491293665029,1.665427475134869,Iris-virginica
+5,6.179366489096588,3.0636493146026984,1.5100223830387074,0.26153080851558336,Iris-setosa
+6,6.179366488622078,3.0540000000100633,4.8994912936646395,1.665427475134869,Iris-virginica
+7,6.17936648926915,3.061784451859776,1.5100223836350617,0.26153080851974514,Iris-setosa
+8,6.179366489736275,3.0651813506776353,1.5100223849270513,0.2615308085710076,Iris-setosa
+9,6.179366489080953,3.060008025178945,1.5100223831520578,0.2615308084861198,Iris-setosa
+10,6.1793664891972115,3.0643854361807636,1.5100223833204007,0.26153080852031907,Iris-setosa
+11,6.179366489021603,3.0625498698027256,1.5100223828389283,0.2615308085052952,Iris-setosa
+12,6.1793664892307465,3.0641696235167375,1.5100223834393671,0.2615308085212084,Iris-setosa
+13,6.17936648903344,3.0574165775713236,1.510022383277087,0.26153080847861593,Iris-setosa
+14,6.179366488629495,3.0540022673428258,4.899491294981183,1.6654274751366684,Iris-versicolor
+15,6.179366488622078,3.0540000000132235,4.899491293664685,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000014255,4.8994912936647,1.665427475134869,Iris-virginica
+17,6.179366488624978,3.05400173726747,4.899491294156797,1.6654274751356029,Iris-versicolor
+18,6.179366489114513,3.0643698200390204,1.51002238308332,0.2615308085064632,Iris-setosa
+19,6.179366488622079,3.0540000000597387,4.8994912936651955,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000030618,4.8994912936649015,1.665427475134869,Iris-virginica
+21,6.179366488622697,3.054000212318505,4.899491293788118,1.6654274751351437,Iris-versicolor
+22,6.179366488622078,3.054000000011269,4.8994912936646555,1.665427475134869,Iris-virginica
+23,6.1793664886221515,3.054000007485053,4.899491293693714,1.6654274751348794,Iris-virginica
diff --git a/iris/lct_gan/1/22/test.csv b/iris/lct_gan/1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/train.csv b/iris/lct_gan/1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/22/val.csv b/iris/lct_gan/1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/synth.csv b/iris/lct_gan/1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3466a73a22793e389cfcceffc773b6a581cd63d4
--- /dev/null
+++ b/iris/lct_gan/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000029337,4.8994912936648864,1.665427475134869,Iris-virginica
+1,6.17936648862209,3.0540000011219086,4.899491293670391,1.6654274751348723,Iris-versicolor
+2,6.179366488984168,3.0604426300507424,1.510022382807134,0.261530808540763,Iris-setosa
+3,6.179366488939061,3.06076202844674,1.510022382670504,0.2615308085024504,Iris-setosa
+4,6.179366489652973,3.0619651104958527,1.5100223850082075,0.2615308085360373,Iris-setosa
+5,6.179366488622079,3.0540000000308245,4.899491293664901,1.665427475134869,Iris-virginica
+6,6.179366488659055,3.0540125412264625,4.899491298647189,1.6654274751409874,Iris-versicolor
+7,6.179366489226761,3.0630792843763217,1.5100223834391189,0.2615308085140885,Iris-setosa
+8,6.179366488886097,3.0545218451721077,1.5100223837971238,1.6654274752098404,Iris-setosa
+9,6.179366488622084,3.0540000008344097,4.899491293667841,1.6654274751348708,Iris-versicolor
+10,6.179366488968237,3.0611483621340017,1.5100223827406336,0.2615308085132148,Iris-setosa
+11,6.179366489196701,3.058093927719442,1.5100223841119784,1.6654274753025629,Iris-setosa
+12,6.179366488624475,3.0540005885177286,4.899491294263302,1.665427475135369,Iris-versicolor
+13,6.179366488622078,3.054000000010855,4.899491293664651,1.665427475134869,Iris-virginica
+14,6.179366488983041,3.061357450197609,1.5100223827752335,0.26153080851360666,Iris-setosa
+15,6.179366488622079,3.0540000000850935,4.8994912936652995,1.6654274751348692,Iris-virginica
+16,6.179366489384706,3.0652520926046884,1.5100223838701698,0.26153080852342353,Iris-setosa
+17,6.179366488622078,3.0540000000087923,4.8994912936646235,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.054000000031497,4.899491293664904,1.665427475134869,Iris-virginica
+19,6.179366488634088,3.0540141724567325,1.510022382337012,1.6654274751388167,Iris-setosa
+20,6.179366488622079,3.0540000000433016,4.899491293665039,1.665427475134869,Iris-virginica
+21,6.179366488984354,3.061943801706975,1.5100223827511086,0.26153080849686705,Iris-setosa
+22,6.179366488622095,3.0540000018125095,4.899491293671971,1.6654274751348725,Iris-virginica
+23,6.179366488854009,3.054390267732455,1.5100223835596691,1.6654274752154818,Iris-setosa
+24,6.179366489017161,3.06234577246483,1.5100223828393697,0.2615308085047479,Iris-setosa
+25,6.179366488622078,3.054000000019913,4.899491293664775,1.665427475134869,Iris-virginica
+26,6.179366488981949,3.0623780914385925,1.5100223827357606,0.2615308084904149,Iris-setosa
+27,6.179366488625385,3.0540016761350497,4.899491294060369,1.6654274751360367,Iris-versicolor
+28,6.179366488622079,3.0540000000694265,4.89949129366528,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000090406,4.899491293664627,1.665427475134869,Iris-virginica
+30,6.179366489822481,3.0625666483005864,1.5100223859813136,1.6654274754270566,Iris-setosa
+31,6.17936648862208,3.0540000001421173,4.8994912936657915,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000022549,4.8994912936648065,1.665427475134869,Iris-virginica
+1,6.179366489162527,3.064368718054585,1.5100223832241508,0.2615308085184872,Iris-setosa
+2,6.179366489003868,3.0568259610038635,1.510022383221268,0.261530808479121,Iris-setosa
+3,6.179366489214186,3.065239823468995,1.5100223833494102,0.26153080851579547,Iris-setosa
+4,6.179366489019,3.062488045980537,1.5100223828348036,0.26153080849663796,Iris-setosa
+5,6.179366489211878,3.0647616290353614,1.5100223833672355,0.26153080851794475,Iris-setosa
+6,6.17936648862616,3.0540043865297704,1.5100223822155365,1.6654274751361653,Iris-setosa
+7,6.179366489671215,3.062855746551867,1.5100223848949794,0.26153080854919186,Iris-setosa
+8,6.179366488622079,3.0540000000569765,4.899491293665185,1.665427475134869,Iris-virginica
+9,6.179366488622135,3.0540000180776983,4.899491293683918,1.6654274751349039,Iris-versicolor
+10,6.179366488986891,3.0610998732089327,1.5100223827945027,0.26153080852344684,Iris-setosa
+11,6.179366488622078,3.0540000000105127,4.899491293664646,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000134904,4.899491293664687,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000127643,4.899491293664678,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000010486,4.899491293664646,1.665427475134869,Iris-virginica
+15,6.179366488991981,3.0619176953817675,1.5100223827732984,0.2615308085048088,Iris-setosa
+16,6.179366488625803,3.0540037143150673,1.5100223821443264,1.6654274751370026,Iris-setosa
+17,6.179366489371013,3.060252496280415,1.5100223842022091,0.26153080851658433,Iris-setosa
+18,6.179366488622078,3.05400000001468,4.899491293664704,1.665427475134869,Iris-virginica
+19,6.1793664890741224,3.063119462133169,1.510022382993242,0.26153080850150295,Iris-setosa
+20,6.179366489277908,3.061669362505039,1.510022383606518,0.26153080852171423,Iris-setosa
+21,6.179366490535164,3.0673382859833715,1.5100223877650967,1.6654274755520304,Iris-setosa
+22,6.179366489022546,3.0624017716271394,1.5100223828534889,0.261530808509991,Iris-setosa
+23,6.1793664886220805,3.054000000186077,4.899491293666165,1.6654274751348694,Iris-virginica
+24,6.179366488622079,3.054000000038582,4.8994912936649975,1.665427475134869,Iris-virginica
+25,6.1793664890860684,3.0629582254696683,1.510022383029643,0.2615308084979843,Iris-setosa
+26,6.179366488622078,3.0540000000195313,4.899491293664767,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000011265,4.899491293664657,1.665427475134869,Iris-virginica
+28,6.1793664887755355,3.05455358513113,1.5100223831076545,1.665427475173085,Iris-setosa
+29,6.1793664889855116,3.0613208053915923,1.5100223827821282,0.2615308085161318,Iris-setosa
+30,6.179366488951447,3.06030495001508,1.5100223827217067,0.26153080852275423,Iris-setosa
+31,6.1793664886220805,3.0540000001685206,4.899491293666229,1.6654274751348692,Iris-virginica
+0,6.179366488622079,3.054000000037298,4.899491293664974,1.665427475134869,Iris-virginica
+1,6.179366488814147,3.0547788302667516,1.5100223832481534,1.6654274751836167,Iris-setosa
+2,6.179366488622079,3.0540000000353573,4.899491293664959,1.665427475134869,Iris-virginica
+3,6.179366489330604,3.062089257212801,1.5100223838099291,0.26153080852253835,Iris-setosa
+4,6.1793664886230335,3.054000264310226,4.899491293881702,1.665427475135236,Iris-versicolor
+5,6.1793664891505555,3.063305873788062,1.5100223832245054,0.2615308085057563,Iris-setosa
+6,6.17936648862208,3.054000000155072,4.899491293665777,1.6654274751348692,Iris-virginica
+7,6.179366489229595,3.0636636234962875,1.5100223834283057,0.26153080851295396,Iris-setosa
+8,6.179366489066985,3.0627634551541636,1.510022382984114,0.2615308084942753,Iris-setosa
+9,6.179366488627321,3.0540012458464,4.899491294859482,1.6654274751358258,Iris-versicolor
+10,6.179366489074344,3.0635461369832973,1.51002238299088,0.2615308084962309,Iris-setosa
+11,6.179366488741022,3.054185293344949,1.5100223835357038,1.6654274751651628,Iris-setosa
+12,6.179366488622096,3.0540000020071494,4.899491293672591,1.6654274751348725,Iris-virginica
+13,6.179366489021527,3.062710968818791,1.5100223828391275,0.26153080850637606,Iris-setosa
+14,6.179366488837494,3.0547943958975208,1.510022383203136,1.6654274752085034,Iris-setosa
+15,6.179366489167937,3.0645312619662395,1.5100223832321455,0.26153080851562804,Iris-setosa
+16,6.179366488980862,3.0550204140422204,1.510022384067901,1.6654274752462246,Iris-setosa
+17,6.179366489171099,3.0623174879293362,1.5100223832903972,0.26153080851053434,Iris-setosa
+18,6.179366489761729,3.0603279789944167,1.5100223861950668,1.6654274754001266,Iris-setosa
+19,6.179366488622078,3.0540000000094727,4.899491293664632,1.665427475134869,Iris-virginica
+20,6.1793664889802455,3.0590303730028,1.51002238287304,0.26153080847496424,Iris-setosa
+21,6.179366488629951,3.0540118311179163,1.5100223822011447,1.6654274751384897,Iris-setosa
+22,6.179366489052379,3.0635494864042143,1.5100223829155592,0.2615308084987492,Iris-setosa
+23,6.179366489779159,3.064634388068472,1.5100223851045493,0.26153080855804073,Iris-setosa
+24,6.179366489008197,3.062066254797004,1.5100223828089328,0.26153080850439725,Iris-setosa
+25,6.179366488622078,3.054000000019132,4.899491293664761,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000095704,4.899491293664633,1.665427475134869,Iris-virginica
+27,6.179366488983021,3.0612276068087474,1.5100223827802977,0.26153080851908006,Iris-setosa
+28,6.179366489062813,3.0568687409814435,1.5100223836864597,1.6654274752814648,Iris-setosa
+29,6.17936648903738,3.062836446932566,1.5100223828863581,0.26153080849249,Iris-setosa
+30,6.179366488622079,3.054000000042756,4.8994912936650215,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000017108,4.899491293664739,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000039319,4.89949129366499,1.665427475134869,Iris-virginica
+1,6.17936648862208,3.0540000001071976,4.899491293665638,1.6654274751348692,Iris-virginica
+2,6.179366488622079,3.0540000000341,4.899491293664939,1.665427475134869,Iris-virginica
+3,6.179366488622082,3.054000000484815,4.899491293667149,1.6654274751348697,Iris-virginica
+4,6.179366488622078,3.0540000000204137,4.899491293664779,1.665427475134869,Iris-virginica
+5,6.179366488947744,3.0605216883782296,1.510022382703567,0.26153080851662897,Iris-setosa
+6,6.179366489159722,3.063260423570987,1.5100223832394126,0.2615308085185271,Iris-setosa
+7,6.179366488622078,3.0540000000153222,4.8994912936647115,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000009264,4.899491293664629,1.665427475134869,Iris-virginica
+9,6.179366489215007,3.0604148590770235,1.5100223835473652,0.26153080850393445,Iris-setosa
+10,6.179366488622989,3.0540001288485623,4.899491293917217,1.665427475135042,Iris-versicolor
+11,6.179366489194714,3.062973435108753,1.510022383370637,0.2615308085081245,Iris-setosa
+12,6.179366488622078,3.0540000000135685,4.899491293664688,1.665427475134869,Iris-virginica
+13,6.179366490040808,3.0628740947134596,1.5100223873474705,1.6654274754291225,Iris-setosa
+14,6.179366488622081,3.054000000209076,4.899491293666417,1.6654274751348694,Iris-virginica
+15,6.179366489969392,3.0693255897419864,1.5100223854709094,0.2615308085533223,Iris-setosa
+16,6.179366488622078,3.054000000010091,4.89949129366464,1.665427475134869,Iris-virginica
+17,6.179366488960327,3.057204826512823,1.5100223830691533,0.26153080846461824,Iris-setosa
+18,6.179366488622078,3.054000000015299,4.899491293664712,1.665427475134869,Iris-virginica
+19,6.179366488622082,3.0540000005141237,4.89949129366682,1.6654274751348699,Iris-virginica
+20,6.1793664893046785,3.0624489355950275,1.5100223836850222,0.2615308085227474,Iris-setosa
+21,6.1793664890579825,3.0626676364403203,1.5100223829569532,0.26153080849930993,Iris-setosa
+22,6.179366490025419,3.0589845307722703,1.51002238780203,1.6654274754712255,Iris-setosa
+23,6.179366489170942,3.064383801315615,1.5100223832321993,0.26153080851786287,Iris-setosa
diff --git a/iris/lct_gan/1/23/test.csv b/iris/lct_gan/1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/train.csv b/iris/lct_gan/1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/23/val.csv b/iris/lct_gan/1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/synth.csv b/iris/lct_gan/1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d15f9ef4158836cdc251ad433063ba69c1e0332
--- /dev/null
+++ b/iris/lct_gan/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648903713,3.0573025708820833,1.5100223835036806,1.6654274752664955,Iris-setosa
+1,6.179366490480029,3.0589586800205164,1.5100223917784004,1.6654274754529006,Iris-setosa
+2,6.179366488622089,3.0540000010512816,4.899491293669937,1.6654274751348714,Iris-virginica
+3,6.17936648862208,3.054000000122779,4.8994912936656165,1.6654274751348692,Iris-virginica
+4,6.179366489090239,3.0632325447331965,1.5100223830349384,0.26153080851062993,Iris-setosa
+5,6.179366488646128,3.054025262108988,1.5100223826638686,1.6654274751413571,Iris-setosa
+6,6.179366489209081,3.0645998916893786,1.5100223833514073,0.2615308085209854,Iris-setosa
+7,6.179366490772199,3.0646125938912707,1.5100223903517165,1.665427475519154,Iris-setosa
+8,6.179366489016797,3.0624112491762574,1.5100223828294947,0.26153080849680027,Iris-setosa
+9,6.17936648862313,3.0540006280231533,4.899491293753929,1.6654274751356088,Iris-versicolor
+10,6.179366488622079,3.054000000058874,4.89949129366517,1.665427475134869,Iris-virginica
+11,6.179366489198722,3.0638557744857495,1.510022383342502,0.2615308085116438,Iris-setosa
+12,6.179366489155943,3.0587355853242078,1.5100223834804463,0.2615308084979083,Iris-setosa
+13,6.179366489058383,3.0602033855270214,1.5100223830580577,0.26153080848356686,Iris-setosa
+14,6.179366489044138,3.062700086621872,1.510022382902609,0.2615308084989051,Iris-setosa
+15,6.179366489182831,3.0640298992959223,1.510022383289396,0.2615308085207423,Iris-setosa
+16,6.179366489034342,3.062637292023037,1.5100223828790038,0.26153080850527655,Iris-setosa
+17,6.179366488622087,3.05400000069645,4.899491293669179,1.6654274751348699,Iris-virginica
+18,6.179366488622078,3.054000000021449,4.899491293664792,1.665427475134869,Iris-virginica
+19,6.179366488622084,3.0540000004991783,4.89949129366805,1.6654274751348697,Iris-virginica
+20,6.179366488932679,3.060498518531635,1.5100223826618688,0.2615308085079855,Iris-setosa
+21,6.179366488622079,3.0540000000401113,4.899491293665009,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000010234,4.899491293664642,1.665427475134869,Iris-virginica
+23,6.17936648902862,3.0625141877237976,1.5100223828657862,0.2615308085137944,Iris-setosa
+24,6.179366488622078,3.054000000012081,4.899491293664667,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000169942,4.899491293664733,1.665427475134869,Iris-virginica
+26,6.179366488974994,3.062239502205399,1.5100223827197656,0.2615308084900304,Iris-setosa
+27,6.179366489103783,3.063899495657852,1.5100223830615276,0.2615308084976991,Iris-setosa
+28,6.179366488622104,3.0540000033756316,4.899491293675584,1.6654274751348743,Iris-versicolor
+29,6.179366488622078,3.0540000000141556,4.899491293664696,1.665427475134869,Iris-virginica
+30,6.179366488955377,3.0552009794040487,1.5100223834799433,1.6654274752677742,Iris-setosa
+31,6.179366488622078,3.054000000011331,4.899491293664659,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.054000000092278,4.89949129366549,1.6654274751348692,Iris-virginica
+1,6.179366488622078,3.0540000000154794,4.899491293664714,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000229326,4.899491293664811,1.665427475134869,Iris-virginica
+3,6.179366489123859,3.059249818432171,1.5100223832846549,0.26153080849652643,Iris-setosa
+4,6.179366489028913,3.062287732739669,1.5100223828706694,0.26153080851899124,Iris-setosa
+5,6.179366489160566,3.0639393949000064,1.5100223832408008,0.26153080849956467,Iris-setosa
+6,6.179366488622084,3.0540000004563335,4.899491293667803,1.6654274751348697,Iris-virginica
+7,6.179366488622078,3.0540000000216283,4.899491293664792,1.665427475134869,Iris-virginica
+8,6.179366489087394,3.0633908416982614,1.5100223830287878,0.2615308085136462,Iris-setosa
+9,6.179366488990106,3.0623702149464815,1.5100223827578703,0.2615308084969975,Iris-setosa
+10,6.179366489550672,3.066831699150172,1.510022384293334,0.26153080855395233,Iris-setosa
+11,6.179366488622078,3.05400000002521,4.89949129366484,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.054000000037927,4.899491293664985,1.665427475134869,Iris-virginica
+13,6.179366488622106,3.054000002680295,4.899491293676731,1.6654274751348737,Iris-virginica
+14,6.179366488622429,3.0540001235346455,4.8994912937282615,1.6654274751350873,Iris-versicolor
+15,6.179366488622078,3.0540000000104746,4.899491293664646,1.665427475134869,Iris-virginica
+16,6.179366489242289,3.0639779152529436,1.510022383475045,0.2615308085135485,Iris-setosa
+17,6.179366488622781,3.0540001112068937,4.899491293864722,1.6654274751350018,Iris-versicolor
+18,6.179366488958384,3.0613807842551792,1.5100223827062582,0.261530808501932,Iris-setosa
+19,6.179366488622116,3.0540000036853527,4.899491293680865,1.6654274751348739,Iris-virginica
+20,6.179366488676063,3.0540576010557157,1.5100223830907726,1.6654274751477711,Iris-setosa
+21,6.179366489676065,3.0628986635731654,1.5100223850462902,0.261530808541019,Iris-setosa
+22,6.17936648908257,3.059143518389377,1.5100223831943749,0.26153080848661014,Iris-setosa
+23,6.1793664889906115,3.0619700416548383,1.510022382768607,0.26153080850088706,Iris-setosa
+24,6.179366488622078,3.0540000000145686,4.899491293664702,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000011919,4.899491293664665,1.665427475134869,Iris-virginica
+26,6.179366489118331,3.0633694218254885,1.5100223831238873,0.2615308085004433,Iris-setosa
+27,6.179366488976874,3.0622099192762646,1.5100223827260923,0.2615308084898606,Iris-setosa
+28,6.179366488622078,3.054000000016864,4.899491293664735,1.665427475134869,Iris-virginica
+29,6.179366488970321,3.0599661807611964,1.510022382779339,0.2615308085435492,Iris-setosa
+30,6.179366488622078,3.0540000000158267,4.899491293664721,1.665427475134869,Iris-virginica
+31,6.179366489410587,3.0644160945307934,1.510022383955087,0.261530808544904,Iris-setosa
+0,6.179366488622078,3.054000000014431,4.899491293664703,1.665427475134869,Iris-virginica
+1,6.179366488996072,3.0620062429302313,1.5100223827856218,0.2615308085047653,Iris-setosa
+2,6.179366489154013,3.0632872664307147,1.5100223832269335,0.26153080849806526,Iris-setosa
+3,6.179366488622078,3.054000000010732,4.89949129366465,1.665427475134869,Iris-virginica
+4,6.17936648895257,3.0603357464150225,1.5100223827228234,0.2615308085229104,Iris-setosa
+5,6.179366488622079,3.0540000000406087,4.899491293665002,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000173464,4.899491293664741,1.665427475134869,Iris-virginica
+7,6.179366488622256,3.0540000287811635,4.899491293723361,1.6654274751349103,Iris-versicolor
+8,6.179366488622079,3.0540000000498337,4.899491293665119,1.665427475134869,Iris-virginica
+9,6.179366488689699,3.0540497230574566,1.5100223831745105,1.6654274751571863,Iris-setosa
+10,6.179366489109884,3.063488479612122,1.510022383093008,0.26153080851661237,Iris-setosa
+11,6.179366489016108,3.062622596750683,1.5100223828271606,0.26153080850304866,Iris-setosa
+12,6.179366488756035,3.054270524676921,1.5100223836327091,1.665427475162471,Iris-setosa
+13,6.17936648898353,3.0615701903454995,1.5100223827656827,0.26153080850979155,Iris-setosa
+14,6.179366488622094,3.054000002752547,4.899491293671782,1.665427475134874,Iris-versicolor
+15,6.179366488911217,3.0552723412476563,1.5100223833571205,1.6654274752353506,Iris-setosa
+16,6.179366489398099,3.0561955850553124,1.5100223862930344,1.6654274752922362,Iris-setosa
+17,6.1793664891461075,3.0561632586357086,1.5100223845249543,1.6654274752728986,Iris-setosa
+18,6.179366488622078,3.054000000013841,4.899491293664695,1.665427475134869,Iris-virginica
+19,6.179366489081678,3.0633450179817134,1.5100223830174249,0.2615308085181278,Iris-setosa
+20,6.179366488622079,3.05400000003758,4.899491293664964,1.665427475134869,Iris-virginica
+21,6.179366488622185,3.0540000315088607,4.899491293698506,1.6654274751349232,Iris-versicolor
+22,6.179366488622079,3.0540000000324015,4.899491293664923,1.665427475134869,Iris-virginica
+23,6.179366489042726,3.0625036339488285,1.5100223829005963,0.26153080851001337,Iris-setosa
+24,6.179366489107388,3.055997262067561,1.5100223841216813,1.6654274752946485,Iris-setosa
+25,6.1793664890304205,3.0622670163982306,1.5100223828753814,0.2615308085146852,Iris-setosa
+26,6.179366488660922,3.054058109919819,1.5100223825758021,1.665427475148224,Iris-setosa
+27,6.179366488622078,3.054000000009623,4.899491293664634,1.665427475134869,Iris-virginica
+28,6.179366489080667,3.061760444054235,1.510022383049361,0.2615308085025386,Iris-setosa
+29,6.179366488942055,3.061154488652291,1.51002238266945,0.26153080849834043,Iris-setosa
+30,6.179366489002458,3.062667361950406,1.5100223827906354,0.2615308084981165,Iris-setosa
+31,6.179366488622078,3.0540000000128433,4.899491293664681,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000015501,4.899491293664716,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000112064,4.8994912936646555,1.665427475134869,Iris-virginica
+2,6.179366488622079,3.0540000000438385,4.8994912936650366,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000717753,4.899491293665321,1.665427475134869,Iris-virginica
+4,6.179366488941706,3.060250755966062,1.5100223826938974,0.2615308085177933,Iris-setosa
+5,6.179366488622379,3.054000092816757,4.899491293760029,1.6654274751349507,Iris-versicolor
+6,6.179366488711073,3.0542435875870595,1.5100223828473422,1.6654274751615201,Iris-setosa
+7,6.179366488622078,3.0540000000117633,4.899491293664665,1.665427475134869,Iris-virginica
+8,6.179366489041662,3.0624057915762046,1.5100223829145452,0.2615308085166072,Iris-setosa
+9,6.179366489040357,3.059222024919691,1.5100223830403416,0.2615308084835046,Iris-setosa
+10,6.179366488622078,3.0540000000103946,4.899491293664646,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000103076,4.899491293664645,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.054000000133163,4.899491293665855,1.6654274751348692,Iris-virginica
+13,6.179366488622078,3.054000000013504,4.899491293664688,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000023044,4.899491293664811,1.665427475134869,Iris-virginica
+15,6.179366488622407,3.0540000452702376,4.8994912937639175,1.6654274751349514,Iris-versicolor
+16,6.17936648897799,3.061154970820791,1.5100223827704953,0.2615308085182392,Iris-setosa
+17,6.1793664886220805,3.054000000170623,4.899491293666132,1.6654274751348692,Iris-virginica
+18,6.179366488939079,3.06055968430249,1.5100223826739432,0.26153080850374194,Iris-setosa
+19,6.179366488622078,3.054000000020185,4.899491293664776,1.665427475134869,Iris-virginica
+20,6.179366490279448,3.0569306851445184,1.5100223937724733,1.6654274754139498,Iris-setosa
+21,6.179366489113292,3.062934430977404,1.5100223831025936,0.26153080851099003,Iris-setosa
+22,6.179366488622078,3.054000000019091,4.899491293664761,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000155056,4.899491293664713,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/24/test.csv b/iris/lct_gan/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/train.csv b/iris/lct_gan/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/24/val.csv b/iris/lct_gan/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/synth.csv b/iris/lct_gan/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee85bba058ad5903b33da75ad896cb9aae8b890c
--- /dev/null
+++ b/iris/lct_gan/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648900614,3.062613731772898,1.510022382798022,0.2615308084898606,Iris-setosa
+1,6.179366489125097,3.0640557085924542,1.5100223831132706,0.26153080850387894,Iris-setosa
+2,6.179366488622078,3.0540000000102316,4.899491293664643,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000019337,4.8994912936647665,1.665427475134869,Iris-virginica
+4,6.1793664886220805,3.054000000215336,4.899491293666187,1.6654274751348694,Iris-virginica
+5,6.17936648862208,3.054000000114841,4.899491293665775,1.6654274751348692,Iris-virginica
+6,6.179366488622078,3.0540000000106575,4.8994912936646475,1.665427475134869,Iris-virginica
+7,6.179366489307564,3.0570161050373765,1.5100223851781491,1.6654274753009244,Iris-setosa
+8,6.179366489136605,3.0638848591472683,1.5100223831652515,0.2615308085083125,Iris-setosa
+9,6.179366488622084,3.0540000005755794,4.899491293667758,1.6654274751348699,Iris-virginica
+10,6.179366488622078,3.054000000009264,4.899491293664631,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000010152,4.89949129366464,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000156216,4.899491293664719,1.665427475134869,Iris-virginica
+13,6.179366489392203,3.057993451934049,1.510022384687147,1.6654274754109153,Iris-setosa
+14,6.1793664890053135,3.0629382416379713,1.5100223827888801,0.26153080849365473,Iris-setosa
+15,6.179366488622078,3.054000000024076,4.899491293664818,1.665427475134869,Iris-virginica
+16,6.179366488967493,3.0617852020785445,1.5100223827170591,0.2615308084997716,Iris-setosa
+17,6.179366488622078,3.054000000021728,4.899491293664795,1.665427475134869,Iris-virginica
+18,6.1793664892585936,3.0620709726427133,1.5100223835831734,0.26153080849957844,Iris-setosa
+19,6.179366488622078,3.054000000011199,4.899491293664655,1.665427475134869,Iris-virginica
+20,6.179366489158907,3.0637133295144654,1.5100223832402604,0.2615308085084123,Iris-setosa
+21,6.179366488622098,3.054000001833137,4.89949129367383,1.665427475134872,Iris-virginica
+22,6.179366488622078,3.054000000012348,4.899491293664674,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000011209,4.899491293664656,1.665427475134869,Iris-virginica
+24,6.179366489297578,3.0593060981215627,1.5100223840008844,0.26153080851227645,Iris-setosa
+25,6.179366489051059,3.062812362656228,1.510022382922753,0.26153080850816185,Iris-setosa
+26,6.179366488964338,3.061788905679996,1.5100223827095436,0.261530808497642,Iris-setosa
+27,6.179366488622078,3.0540000000186667,4.899491293664756,1.665427475134869,Iris-virginica
+28,6.179366489011095,3.061638502916069,1.510022382838505,0.26153080849153754,Iris-setosa
+29,6.179366489104873,3.0634816914201983,1.5100223830640387,0.2615308085080244,Iris-setosa
+30,6.179366488622078,3.054000000010191,4.899491293664642,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000231466,4.89949129366481,1.665427475134869,Iris-virginica
+0,6.1793664888777124,3.054137508567509,1.5100223873265644,1.6654274751845588,Iris-setosa
+1,6.179366488622078,3.054000000012755,4.899491293664678,1.665427475134869,Iris-virginica
+2,6.179366488981145,3.0615868666139785,1.5100223827624775,0.26153080851139676,Iris-setosa
+3,6.179366489144046,3.0638016524802723,1.5100223831816497,0.2615308085070909,Iris-setosa
+4,6.17936648862209,3.054000001057609,4.899491293670735,1.6654274751348705,Iris-virginica
+5,6.179366489139203,3.0616339605507155,1.510022383232377,0.2615308084961234,Iris-setosa
+6,6.17936648862218,3.0540000481953387,4.8994912936899935,1.6654274751349358,Iris-versicolor
+7,6.179366488622078,3.0540000000094847,4.899491293664632,1.665427475134869,Iris-virginica
+8,6.179366488952848,3.060920691666676,1.5100223827025925,0.26153080850620664,Iris-setosa
+9,6.179366488622084,3.0540000004138372,4.899491293667898,1.6654274751348694,Iris-virginica
+10,6.1793664886220805,3.054000000198795,4.899491293666311,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.0540000000156984,4.899491293664716,1.665427475134869,Iris-virginica
+12,6.1793664886220805,3.054000000159219,4.899491293666073,1.6654274751348692,Iris-virginica
+13,6.179366488622149,3.054000013551301,4.899491293689152,1.665427475134908,Iris-versicolor
+14,6.179366488622078,3.054000000015519,4.899491293664717,1.665427475134869,Iris-virginica
+15,6.179366488622087,3.0540000012299098,4.899491293669018,1.6654274751348708,Iris-virginica
+16,6.179366489042145,3.062935426707679,1.5100223828994452,0.261530808509331,Iris-setosa
+17,6.179366488622201,3.054000010442355,4.8994912937110575,1.665427475134881,Iris-virginica
+18,6.179366488622078,3.0540000000092755,4.899491293664629,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.0540000000382035,4.899491293664974,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000015559,4.899491293664714,1.665427475134869,Iris-virginica
+21,6.1793664891494995,3.063732862570937,1.5100223831843635,0.2615308085187995,Iris-setosa
+22,6.179366488622133,3.0540000052569285,4.899491293686692,1.6654274751348765,Iris-virginica
+23,6.179366488622078,3.0540000000176164,4.899491293664744,1.665427475134869,Iris-virginica
+24,6.179366488622082,3.054000000308355,4.899491293666919,1.6654274751348694,Iris-virginica
+25,6.179366488622078,3.054000000017475,4.899491293664741,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000169685,4.8994912936647355,1.665427475134869,Iris-virginica
+27,6.179366489058698,3.055547284955615,1.5100223840738924,1.6654274752622542,Iris-setosa
+28,6.179366488622078,3.0540000000095375,4.8994912936646315,1.665427475134869,Iris-virginica
+29,6.179366489036912,3.0617448657454123,1.510022382940556,0.26153080848985266,Iris-setosa
+30,6.179366488622078,3.0540000000158978,4.899491293664719,1.665427475134869,Iris-virginica
+31,6.17936648862208,3.05400000013768,4.899491293665915,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000021417,4.8994912936647905,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000111562,4.8994912936646555,1.665427475134869,Iris-virginica
+2,6.179366489048101,3.059666649075833,1.5100223830418127,0.26153080848757354,Iris-setosa
+3,6.179366488622078,3.0540000000103382,4.899491293664643,1.665427475134869,Iris-virginica
+4,6.179366488818698,3.0542433389563493,1.5100223842185982,1.6654274751858367,Iris-setosa
+5,6.179366489019657,3.0599657018125193,1.5100223829266557,0.2615308084865708,Iris-setosa
+6,6.179366488622078,3.0540000000158396,4.899491293664721,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000017393,4.899491293664741,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000010765,4.899491293664651,1.665427475134869,Iris-virginica
+9,6.179366488917973,3.056268169324861,1.5100223829772437,0.26153080846285837,Iris-setosa
+10,6.179366488622078,3.054000000011545,4.899491293664663,1.665427475134869,Iris-virginica
+11,6.179366489202998,3.0648486286538987,1.5100223833349662,0.2615308085124981,Iris-setosa
+12,6.179366489157224,3.064197076532931,1.5100223832159045,0.2615308085280416,Iris-setosa
+13,6.179366488989812,3.056069812528968,1.5100223835052125,1.6654274752652167,Iris-setosa
+14,6.179366488622081,3.0540000002253946,4.899491293666673,1.6654274751348692,Iris-virginica
+15,6.179366489081811,3.06309984133652,1.5100223829975554,0.26153080851277916,Iris-setosa
+16,6.179366488622079,3.0540000000948546,4.899491293665435,1.6654274751348692,Iris-virginica
+17,6.179366488622078,3.0540000000115017,4.899491293664661,1.665427475134869,Iris-virginica
+18,6.17936648917602,3.06345790336758,1.5100223832971633,0.2615308085076123,Iris-setosa
+19,6.179366489015523,3.062029665532935,1.510022382845352,0.2615308085139316,Iris-setosa
+20,6.179366488622078,3.054000000009661,4.899491293664635,1.665427475134869,Iris-virginica
+21,6.179366488817974,3.0542995298742133,1.5100223837791578,1.6654274751898348,Iris-setosa
+22,6.179366488622078,3.0540000000197227,4.899491293664771,1.665427475134869,Iris-virginica
+23,6.179366488883356,3.0550497407941846,1.5100223833672304,1.665427475223339,Iris-setosa
+24,6.179366489177907,3.064344267523376,1.5100223832666355,0.26153080850726174,Iris-setosa
+25,6.179366488622079,3.054000000044938,4.8994912936650685,1.665427475134869,Iris-virginica
+26,6.1793664886225095,3.054000107049892,4.899491293788716,1.6654274751350213,Iris-versicolor
+27,6.179366489072479,3.063141406032141,1.5100223829707509,0.2615308085035746,Iris-setosa
+28,6.179366490985123,3.0708759683438256,1.5100223890349886,1.6654274756304353,Iris-setosa
+29,6.179366489672837,3.067880629756384,1.510022384658464,0.2615308085673857,Iris-setosa
+30,6.179366488978304,3.061479659386043,1.510022382755979,0.2615308085097717,Iris-setosa
+31,6.179366488622699,3.0540001042963922,4.8994912938335,1.6654274751350604,Iris-versicolor
+0,6.179366488622078,3.0540000000214595,4.899491293664794,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000282195,4.899491293664865,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000014928,4.899491293664708,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000102467,4.899491293664642,1.665427475134869,Iris-virginica
+4,6.179366488920187,3.0545371756551756,1.510022385888679,1.665427475181291,Iris-setosa
+5,6.179366488622078,3.054000000012254,4.899491293664671,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000111243,4.899491293664654,1.665427475134869,Iris-virginica
+7,6.179366488987153,3.062160237406759,1.5100223827596024,0.26153080850080496,Iris-setosa
+8,6.179366488622079,3.054000000035799,4.89949129366494,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000320435,4.8994912936649015,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000014331,4.899491293664701,1.665427475134869,Iris-virginica
+11,6.179366488623265,3.054000266879093,4.899491293982356,1.6654274751351812,Iris-versicolor
+12,6.179366488622094,3.0540000027937717,4.899491293671769,1.6654274751348743,Iris-versicolor
+13,6.179366488622078,3.054000000012251,4.899491293664671,1.665427475134869,Iris-virginica
+14,6.179366488622081,3.0540000002119037,4.899491293666544,1.6654274751348692,Iris-virginica
+15,6.179366489536349,3.065715265758885,1.5100223842705809,0.26153080855170896,Iris-setosa
+16,6.179366489369002,3.0571861304091033,1.5100223850875643,1.6654274753401055,Iris-setosa
+17,6.179366488622079,3.054000000081003,4.89949129366525,1.6654274751348692,Iris-virginica
+18,6.179366489064592,3.0632708952404686,1.5100223829531032,0.2615308085070168,Iris-setosa
+19,6.179366489114726,3.056560446547677,1.5100223836791309,0.26153080850286275,Iris-setosa
+20,6.1793664890542574,3.0575462949846086,1.510022383428387,0.2615308084762087,Iris-setosa
+21,6.179366488622079,3.054000000038243,4.899491293664991,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000009366,4.899491293664631,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000106873,4.8994912936646475,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/25/test.csv b/iris/lct_gan/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/train.csv b/iris/lct_gan/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/25/val.csv b/iris/lct_gan/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/synth.csv b/iris/lct_gan/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a87321cc17b518af4c5f842b4289c0043e963ce4
--- /dev/null
+++ b/iris/lct_gan/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622509,3.0540000712842272,4.899491293788711,1.6654274751349991,Iris-versicolor
+1,6.179366489148579,3.063988478687382,1.510022383188495,0.2615308085144371,Iris-setosa
+2,6.179366489318269,3.060393291494869,1.5100223839930564,0.2615308085084191,Iris-setosa
+3,6.179366488685199,3.0541656093592726,1.510022382547547,1.6654274751585432,Iris-setosa
+4,6.179366488652253,3.05404844003344,1.5100223823813548,1.6654274751480898,Iris-setosa
+5,6.179366490027425,3.067686719133631,1.5100223856871249,0.2615308085831662,Iris-setosa
+6,6.17936648862208,3.0540000001287497,4.899491293665637,1.6654274751348692,Iris-virginica
+7,6.179366488622078,3.054000000025106,4.899491293664838,1.665427475134869,Iris-virginica
+8,6.179366489164127,3.062544183595237,1.5100223832724236,0.26153080851194727,Iris-setosa
+9,6.17936648898977,3.0622448092787247,1.5100223827614334,0.26153080848871685,Iris-setosa
+10,6.1793664886220805,3.0540000001694314,4.89949129366623,1.6654274751348692,Iris-virginica
+11,6.179366488929328,3.060755864900486,1.5100223826441095,0.2615308084982724,Iris-setosa
+12,6.179366489063577,3.0605272538423542,1.5100223830338488,0.261530808496522,Iris-setosa
+13,6.179366489080811,3.0559477089909772,1.5100223840157891,1.6654274752798477,Iris-setosa
+14,6.179366488622078,3.0540000000165013,4.899491293664729,1.665427475134869,Iris-virginica
+15,6.179366488897972,3.0549434642963464,1.5100223833157957,1.6654274752443305,Iris-setosa
+16,6.179366489228464,3.059310566833464,1.5100223837750282,0.26153080849759097,Iris-setosa
+17,6.1793664900066405,3.0582723747395684,1.5100223889183064,1.6654274753900171,Iris-setosa
+18,6.179366489015974,3.0628872517153565,1.5100223828234522,0.2615308084959942,Iris-setosa
+19,6.179366488622078,3.0540000000155656,4.899491293664717,1.665427475134869,Iris-virginica
+20,6.179366489129046,3.057022079620266,1.5100223837794144,1.665427475325373,Iris-setosa
+21,6.179366488622078,3.0540000000133536,4.899491293664685,1.665427475134869,Iris-virginica
+22,6.1793664890823905,3.063338638707316,1.5100223830093265,0.26153080850822336,Iris-setosa
+23,6.179366489039027,3.0624020227733366,1.5100223829005899,0.2615308085200646,Iris-setosa
+24,6.1793664886221045,3.054000001921287,4.89949129367694,1.6654274751348712,Iris-virginica
+25,6.179366488622078,3.0540000000134677,4.899491293664689,1.665427475134869,Iris-virginica
+26,6.1793664891058615,3.0575180450622126,1.5100223836333084,1.6654274753019989,Iris-setosa
+27,6.179366488622078,3.054000000015094,4.899491293664709,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000155043,4.899491293664714,1.665427475134869,Iris-virginica
+29,6.179366488986774,3.062525806455237,1.510022382744412,0.26153080848545646,Iris-setosa
+30,6.179366488622078,3.05400000002543,4.899491293664837,1.665427475134869,Iris-virginica
+31,6.179366489149076,3.0639606022644585,1.5100223831938013,0.2615308085097593,Iris-setosa
+0,6.179366488622087,3.0540000013607136,4.899491293669232,1.665427475134871,Iris-virginica
+1,6.179366488622176,3.054000018944038,4.899491293698503,1.6654274751349063,Iris-versicolor
+2,6.179366488622078,3.0540000000175764,4.899491293664743,1.665427475134869,Iris-virginica
+3,6.17936648909221,3.062801771853294,1.5100223830546189,0.26153080850041094,Iris-setosa
+4,6.179366488622078,3.0540000000113845,4.899491293664658,1.665427475134869,Iris-virginica
+5,6.179366489106996,3.062593933081026,1.5100223830954627,0.2615308085127858,Iris-setosa
+6,6.179366489405729,3.0597679680523844,1.5100223844090253,0.2615308085229787,Iris-setosa
+7,6.179366488968492,3.0609530959657487,1.510022382746603,0.26153080851799737,Iris-setosa
+8,6.179366488819032,3.054570736122269,1.5100223832502724,1.6654274752047806,Iris-setosa
+9,6.179366489094869,3.057250995152914,1.5100223835834448,0.2615308084897355,Iris-setosa
+10,6.179366488622078,3.054000000028093,4.899491293664873,1.665427475134869,Iris-virginica
+11,6.1793664889530575,3.0604936803450395,1.5100223827166588,0.26153080851988225,Iris-setosa
+12,6.179366489185613,3.0629876079648186,1.5100223833427993,0.2615308085029447,Iris-setosa
+13,6.179366488622717,3.054000128599114,4.899491293846393,1.665427475135021,Iris-versicolor
+14,6.1793664890177675,3.062815201735193,1.510022382827989,0.261530808500092,Iris-setosa
+15,6.179366488622078,3.0540000000138963,4.899491293664695,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000028518,4.899491293664877,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000013179,4.899491293664685,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000659804,4.899491293665171,1.665427475134869,Iris-virginica
+19,6.179366489012125,3.062383777646081,1.5100223828187032,0.26153080848856175,Iris-setosa
+20,6.179366488622079,3.054000000036186,4.899491293664962,1.665427475134869,Iris-virginica
+21,6.179366489405092,3.0586425388780016,1.5100223850720373,1.6654274753329783,Iris-setosa
+22,6.1793664887688164,3.054203783593811,1.510022384347987,1.6654274751648612,Iris-setosa
+23,6.179366488622078,3.0540000000103182,4.899491293664643,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.05400000001035,4.899491293664642,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000283807,4.899491293664877,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000190455,4.899491293664763,1.665427475134869,Iris-virginica
+27,6.179366488622168,3.0540000141468666,4.899491293697544,1.6654274751348896,Iris-versicolor
+28,6.179366488622078,3.0540000000146046,4.899491293664706,1.665427475134869,Iris-virginica
+29,6.179366488622082,3.0540000003899674,4.899491293667053,1.6654274751348697,Iris-virginica
+30,6.179366488622088,3.0540000007979216,4.899491293669648,1.6654274751348703,Iris-virginica
+31,6.179366489117553,3.058534392669172,1.5100223833872157,0.26153080849275895,Iris-setosa
+0,6.179366488622079,3.0540000000372816,4.899491293664984,1.665427475134869,Iris-virginica
+1,6.1793664886220805,3.0540000002337964,4.899491293666273,1.6654274751348694,Iris-virginica
+2,6.179366488622918,3.05400012519483,4.899491293910659,1.665427475134983,Iris-virginica
+3,6.179366488622078,3.0540000000271825,4.899491293664862,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.05400000001105,4.8994912936646555,1.665427475134869,Iris-virginica
+5,6.179366489258499,3.0585404676702925,1.5100223839792382,0.26153080850971533,Iris-setosa
+6,6.179366488622078,3.0540000000112806,4.899491293664656,1.665427475134869,Iris-virginica
+7,6.179366488622085,3.054000000814922,4.899491293668085,1.6654274751348705,Iris-virginica
+8,6.179366488864142,3.0556541554101844,1.5100223829107013,1.6654274752354419,Iris-setosa
+9,6.179366489210173,3.064131846942922,1.510022383367213,0.26153080851174887,Iris-setosa
+10,6.179366488683959,3.0541064485445544,1.5100223825496646,1.665427475162566,Iris-setosa
+11,6.179366488622078,3.0540000000217864,4.899491293664796,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.054000000100143,4.899491293665636,1.6654274751348692,Iris-virginica
+13,6.179366488622574,3.054000235695238,4.899491293756695,1.6654274751350953,Iris-versicolor
+14,6.179366489333247,3.062779272534847,1.5100223837633409,0.2615308085350497,Iris-setosa
+15,6.179366488622078,3.0540000000183825,4.899491293664753,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011793,4.8994912936646635,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000443834,4.899491293665043,1.665427475134869,Iris-virginica
+18,6.179366489153696,3.063794893266756,1.5100223832015447,0.2615308085105056,Iris-setosa
+19,6.179366488622078,3.054000000015469,4.899491293664714,1.665427475134869,Iris-virginica
+20,6.179366488947055,3.055960728747917,1.5100223833253423,1.6654274752493798,Iris-setosa
+21,6.179366488622078,3.0540000000135263,4.899491293664687,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000147915,4.899491293664705,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000113454,4.89949129366466,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000012883,4.8994912936646795,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000012515,4.899491293664674,1.665427475134869,Iris-virginica
+26,6.1793664888929625,3.0558606783816433,1.510022382922445,0.26153080846424165,Iris-setosa
+27,6.1793664889695705,3.0608353027646142,1.5100223827565142,0.261530808521888,Iris-setosa
+28,6.179366488987509,3.061754578341612,1.510022382770711,0.261530808508086,Iris-setosa
+29,6.179366488622078,3.054000000009393,4.899491293664631,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000021971,4.8994912936648,1.665427475134869,Iris-virginica
+31,6.179366488641074,3.054033921621815,1.5100223823107826,1.6654274751433533,Iris-setosa
+0,6.1793664886220805,3.0540000001891183,4.899491293665992,1.6654274751348692,Iris-virginica
+1,6.179366488622185,3.0540000216573953,4.899491293702918,1.6654274751348945,Iris-versicolor
+2,6.179366488624551,3.0540004861723498,4.899491294280401,1.6654274751354006,Iris-versicolor
+3,6.179366488997947,3.0622066938185344,1.5100223827796393,0.2615308084931415,Iris-setosa
+4,6.179366488974852,3.054512566296133,1.5100223845247376,1.6654274752374658,Iris-setosa
+5,6.179366488622094,3.0540000011259756,4.899491293672267,1.6654274751348705,Iris-virginica
+6,6.179366488622078,3.05400000001134,4.899491293664656,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000027138,4.899491293664862,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000128797,4.8994912936646795,1.665427475134869,Iris-virginica
+9,6.179366488692461,3.0542324980134126,1.5100223824835997,1.66542747516795,Iris-setosa
+10,6.179366488624238,3.0540010932471477,4.899491294019952,1.665427475135525,Iris-versicolor
+11,6.179366488622078,3.0540000000140894,4.8994912936646955,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000817327,4.899491293665363,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000029901,4.899491293664892,1.665427475134869,Iris-virginica
+14,6.1793664886220965,3.054000001664471,4.899491293673483,1.665427475134871,Iris-virginica
+15,6.1793664891469655,3.06064106009761,1.5100223833079212,0.2615308085003753,Iris-setosa
+16,6.179366488622078,3.054000000009895,4.899491293664639,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000201304,4.8994912936647745,1.665427475134869,Iris-virginica
+18,6.179366488644561,3.0540223525696666,1.5100223826089108,1.6654274751409675,Iris-setosa
+19,6.17936648862288,3.0540002710766396,4.89949129389375,1.6654274751350935,Iris-versicolor
+20,6.179366488622079,3.0540000000324214,4.899491293664922,1.665427475134869,Iris-virginica
+21,6.17936648862208,3.0540000001190437,4.899491293665778,1.6654274751348692,Iris-virginica
+22,6.1793664886227555,3.0540001772605785,4.8994912938635835,1.6654274751350138,Iris-versicolor
+23,6.179366489154004,3.058710735534942,1.5100223836111124,0.2615308084850872,Iris-setosa
diff --git a/iris/lct_gan/1/26/test.csv b/iris/lct_gan/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/train.csv b/iris/lct_gan/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/26/val.csv b/iris/lct_gan/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/synth.csv b/iris/lct_gan/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8876a2e18643d1a085fbf31fe8e8aba2483f97d4
--- /dev/null
+++ b/iris/lct_gan/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000113463,4.899491293664657,1.665427475134869,Iris-virginica
+1,6.179366488668456,3.054023795597507,4.899491297369575,1.6654274751437286,Iris-versicolor
+2,6.179366488622085,3.054000000581036,4.899491293668442,1.6654274751348699,Iris-virginica
+3,6.179366488622078,3.0540000000116354,4.8994912936646635,1.665427475134869,Iris-virginica
+4,6.1793664896384435,3.0607989871855033,1.5100223855963806,1.665427475380742,Iris-setosa
+5,6.179366488971729,3.061138450713729,1.5100223827501078,0.2615308085120913,Iris-setosa
+6,6.179366488622078,3.0540000000168654,4.899491293664732,1.665427475134869,Iris-virginica
+7,6.1793664890444635,3.062840450782516,1.5100223829005222,0.2615308085053539,Iris-setosa
+8,6.179366489050817,3.063068769239229,1.5100223829199526,0.2615308085029925,Iris-setosa
+9,6.17936648862208,3.054000000090245,4.8994912936654815,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000014545,4.899491293664703,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000103564,4.899491293664644,1.665427475134869,Iris-virginica
+12,6.179366489188755,3.0615080187824226,1.5100223833926376,0.26153080851081506,Iris-setosa
+13,6.17936648906858,3.063286711816196,1.510022382969014,0.26153080850068233,Iris-setosa
+14,6.179366489155325,3.0622926067467957,1.5100223832639708,0.2615308085052857,Iris-setosa
+15,6.179366489131926,3.0632302940768916,1.510022383157429,0.26153080850203736,Iris-setosa
+16,6.179366488622159,3.05400001226165,4.899491293693986,1.6654274751348874,Iris-versicolor
+17,6.179366488622078,3.0540000000108303,4.89949129366465,1.665427475134869,Iris-virginica
+18,6.179366489915246,3.062056838424524,1.510022386552026,1.6654274754535017,Iris-setosa
+19,6.179366488683834,3.0541304254096087,1.5100223825963814,1.665427475158152,Iris-setosa
+20,6.1793664887149555,3.054153794633683,1.5100223833210527,1.6654274751594202,Iris-setosa
+21,6.179366488622078,3.0540000000111505,4.899491293664655,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000020508,4.899491293664779,1.665427475134869,Iris-virginica
+23,6.17936648909602,3.0633934070922684,1.5100223830286765,0.26153080850763494,Iris-setosa
+24,6.179366489222537,3.061071773008308,1.5100223835437536,0.2615308085015822,Iris-setosa
+25,6.179366488622091,3.0540000009619837,4.899491293671193,1.66542747513487,Iris-virginica
+26,6.179366488993874,3.062464375451459,1.5100223827702701,0.2615308084987967,Iris-setosa
+27,6.179366488622764,3.0540001051153993,4.899491293847928,1.6654274751351223,Iris-versicolor
+28,6.179366488949148,3.0607670537855496,1.51002238269962,0.26153080850986454,Iris-setosa
+29,6.179366488622078,3.054000000014637,4.899491293664704,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000020107,4.899491293664775,1.665427475134869,Iris-virginica
+31,6.1793664889698325,3.0616555840772954,1.5100223827259271,0.26153080850034294,Iris-setosa
+0,6.179366489297591,3.0663761690509164,1.5100223835837827,0.26153080852739735,Iris-setosa
+1,6.179366489141375,3.0631832339482963,1.5100223831972306,0.2615308085067346,Iris-setosa
+2,6.1793664892601425,3.063219299186166,1.5100223835435747,0.26153080851529914,Iris-setosa
+3,6.179366488629906,3.054008160852953,1.5100223823421324,1.6654274751372755,Iris-setosa
+4,6.1793664886220805,3.054000000194262,4.899491293666288,1.6654274751348692,Iris-virginica
+5,6.179366489437377,3.0624875412732755,1.510022384105072,0.26153080853015725,Iris-setosa
+6,6.179366491515944,3.0670532012415097,1.5100223927043772,1.6654274756581615,Iris-setosa
+7,6.179366491023934,3.068458298207967,1.5100223906539076,1.6654274755850678,Iris-setosa
+8,6.179366488622078,3.054000000018181,4.899491293664751,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000102556,4.899491293664642,1.665427475134869,Iris-virginica
+10,6.179366488901566,3.055016054099966,1.510022383447669,1.6654274752272782,Iris-setosa
+11,6.179366488622078,3.0540000000142205,4.899491293664697,1.665427475134869,Iris-virginica
+12,6.1793664891395,3.063946918016539,1.5100223831679023,0.2615308085117526,Iris-setosa
+13,6.179366488622078,3.054000000009937,4.8994912936646395,1.665427475134869,Iris-virginica
+14,6.17936648862283,3.0540003489314214,4.899491293791669,1.6654274751352178,Iris-versicolor
+15,6.179366489199536,3.0635927664605607,1.5100223833283657,0.2615308085240989,Iris-setosa
+16,6.179366489380895,3.0571703401956767,1.510022385041934,1.6654274753570573,Iris-setosa
+17,6.1793664893477,3.0648321809928554,1.5100223837595388,0.26153080853459454,Iris-setosa
+18,6.179366489027317,3.0626160983428328,1.5100223828635786,0.26153080850547633,Iris-setosa
+19,6.179366488622079,3.054000000034206,4.899491293664931,1.665427475134869,Iris-virginica
+20,6.179366489443067,3.0618430510291903,1.5100223841905913,0.2615308085299169,Iris-setosa
+21,6.179366488622733,3.05400019103336,4.899491293827612,1.6654274751351117,Iris-versicolor
+22,6.17936648901499,3.0581445610466553,1.510022383099064,0.2615308084714743,Iris-setosa
+23,6.179366488622078,3.054000000012242,4.8994912936646715,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000201357,4.8994912936647745,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000284877,4.89949129366488,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000169245,4.8994912936647355,1.665427475134869,Iris-virginica
+27,6.179366489127663,3.0593806241456436,1.5100223833372295,0.26153080849138516,Iris-setosa
+28,6.17936648862208,3.0540000001367877,4.899491293665734,1.6654274751348692,Iris-virginica
+29,6.179366488622078,3.054000000010716,4.899491293664649,1.665427475134869,Iris-virginica
+30,6.179366489221454,3.054696635127287,1.510022387603825,1.6654274752589178,Iris-setosa
+31,6.179366488622079,3.054000000048988,4.8994912936651085,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000095002,4.8994912936646315,1.665427475134869,Iris-virginica
+1,6.179366488956398,3.0609487886474773,1.5100223827135186,0.2615308085109519,Iris-setosa
+2,6.179366488622079,3.0540000000418757,4.89949129366501,1.665427475134869,Iris-virginica
+3,6.179366488665703,3.054034659241139,1.5100223832119557,1.665427475145147,Iris-setosa
+4,6.179366489179785,3.0631063172056083,1.5100223832881436,0.26153080851357685,Iris-setosa
+5,6.179366488622078,3.0540000000278615,4.899491293664868,1.665427475134869,Iris-virginica
+6,6.179366488995176,3.0621768098359454,1.5100223827786292,0.2615308085049467,Iris-setosa
+7,6.179366488623403,3.0540004170804775,4.899491293909899,1.6654274751354112,Iris-versicolor
+8,6.179366488997456,3.062604892553698,1.5100223827755963,0.26153080849532423,Iris-setosa
+9,6.1793664886242,3.054001926752012,1.5100223821244851,1.6654274751360625,Iris-setosa
+10,6.179366488622082,3.0540000005771657,4.89949129366706,1.66542747513487,Iris-virginica
+11,6.1793664886287445,3.054001990924437,4.8994912948514315,1.665427475136388,Iris-versicolor
+12,6.179366489060701,3.0632877204257634,1.5100223829482124,0.2615308085090504,Iris-setosa
+13,6.179366488622078,3.0540000000105914,4.8994912936646475,1.665427475134869,Iris-virginica
+14,6.179366489324515,3.063195237448589,1.5100223837798257,0.2615308085055415,Iris-setosa
+15,6.179366488622078,3.0540000000107868,4.899491293664651,1.665427475134869,Iris-virginica
+16,6.179366489124144,3.0623228972320433,1.5100223831719695,0.26153080850886373,Iris-setosa
+17,6.179366489117207,3.0585407373304725,1.5100223834203461,0.26153080848952254,Iris-setosa
+18,6.179366488716232,3.0545705653207182,1.5100223824942347,1.665427475174185,Iris-setosa
+19,6.179366489287991,3.0595634324160774,1.5100223839570994,0.26153080851180216,Iris-setosa
+20,6.179366489204473,3.0636297469331293,1.5100223833665771,0.2615308085212416,Iris-setosa
+21,6.17936648863341,3.0540022608328248,4.899491295252068,1.6654274751380984,Iris-versicolor
+22,6.179366488622505,3.0540000497231343,4.899491293796517,1.6654274751349303,Iris-virginica
+23,6.179366488622078,3.054000000021316,4.899491293664789,1.665427475134869,Iris-virginica
+24,6.179366488622088,3.0540000009605937,4.89949129366942,1.6654274751348705,Iris-virginica
+25,6.179366488622078,3.0540000000141103,4.899491293664697,1.665427475134869,Iris-virginica
+26,6.179366488629569,3.054004967664201,1.5100223822813255,1.6654274751382119,Iris-setosa
+27,6.179366488622078,3.0540000000166287,4.89949129366473,1.665427475134869,Iris-virginica
+28,6.179366489180753,3.0644825854864783,1.5100223832662565,0.26153080852025046,Iris-setosa
+29,6.179366488626938,3.05400180977952,4.899491294160321,1.6654274751367715,Iris-versicolor
+30,6.179366488622078,3.054000000029523,4.8994912936648864,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000015054,4.8994912936647115,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000016401,4.899491293664726,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000035734,4.899491293664963,1.665427475134869,Iris-virginica
+2,6.179366489524044,3.063943631382171,1.51002238433545,0.26153080854974875,Iris-setosa
+3,6.179366488622078,3.0540000000100056,4.89949129366464,1.665427475134869,Iris-virginica
+4,6.179366488939823,3.055753413599371,1.5100223833593458,1.6654274752419613,Iris-setosa
+5,6.179366489239715,3.0625658191961533,1.510022383485748,0.2615308085164761,Iris-setosa
+6,6.179366489096584,3.0632777888815967,1.5100223830388875,0.26153080850313304,Iris-setosa
+7,6.17936648914546,3.0627619128589276,1.5100223832315842,0.26153080850779953,Iris-setosa
+8,6.179366488622078,3.0540000000159826,4.899491293664721,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.05400000001627,4.899491293664725,1.665427475134869,Iris-virginica
+10,6.179366489003783,3.0616991329888656,1.5100223828175965,0.2615308085133954,Iris-setosa
+11,6.179366488622078,3.05400000002024,4.899491293664776,1.665427475134869,Iris-virginica
+12,6.1793664886220805,3.0540000002317544,4.899491293666138,1.6654274751348694,Iris-virginica
+13,6.179366489174854,3.062988251929427,1.510022383290357,0.26153080850781224,Iris-setosa
+14,6.179366490742638,3.0565695964798008,1.51002240282224,1.6654274754108036,Iris-setosa
+15,6.179366488622078,3.0540000000122363,4.89949129366467,1.665427475134869,Iris-virginica
+16,6.1793664890569415,3.058419874833025,1.5100223832281077,0.2615308084797524,Iris-setosa
+17,6.1793664890964175,3.064089449118089,1.5100223830316086,0.2615308085096574,Iris-setosa
+18,6.179366488965255,3.056890561722185,1.5100223830513437,0.2615308084741415,Iris-setosa
+19,6.179366488973148,3.0614599194559413,1.5100223827417858,0.2615308085065214,Iris-setosa
+20,6.1793664891952105,3.062675947608542,1.5100223833715258,0.26153080850020155,Iris-setosa
+21,6.179366488622078,3.0540000000184175,4.8994912936647514,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.05400000002526,4.899491293664838,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000014017,4.899491293664695,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/27/test.csv b/iris/lct_gan/1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/train.csv b/iris/lct_gan/1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/27/val.csv b/iris/lct_gan/1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/synth.csv b/iris/lct_gan/1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce4ba9706e7db73a6a0bf53fb22f0c7a3cef7419
--- /dev/null
+++ b/iris/lct_gan/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489258628,3.060621552397245,1.5100223836271478,0.26153080851206295,Iris-setosa
+1,6.179366488622078,3.054000000011707,4.899491293664659,1.665427475134869,Iris-virginica
+2,6.179366488622083,3.0540000004939247,4.899491293667234,1.6654274751348699,Iris-virginica
+3,6.179366488694608,3.0541894564880976,1.5100223825864427,1.6654274751612839,Iris-setosa
+4,6.179366490072863,3.0642215697267954,1.5100223868605502,1.6654274754593676,Iris-setosa
+5,6.179366488622078,3.0540000000107406,4.899491293664649,1.665427475134869,Iris-virginica
+6,6.1793664889300635,3.060683102534475,1.510022382649425,0.26153080850117616,Iris-setosa
+7,6.179366489158074,3.0635070861645137,1.510022383224231,0.26153080852348826,Iris-setosa
+8,6.1793664889684825,3.0612936759676144,1.5100223827354773,0.26153080850957094,Iris-setosa
+9,6.179366489092336,3.056281057069056,1.5100223838421531,1.6654274752992773,Iris-setosa
+10,6.179366488622078,3.0540000000132923,4.899491293664685,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.0540000000299536,4.899491293664893,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000011494,4.89949129366466,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000253085,4.899491293664841,1.665427475134869,Iris-virginica
+14,6.179366489381514,3.0643595375341426,1.5100223838472262,0.26153080853255634,Iris-setosa
+15,6.179366488622078,3.0540000000191108,4.899491293664759,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000119587,4.899491293664668,1.665427475134869,Iris-virginica
+17,6.17936648914463,3.057444172662209,1.510022383719735,0.2615308084955522,Iris-setosa
+18,6.179366488652774,3.0540645218641007,1.5100223823187406,1.6654274751505285,Iris-setosa
+19,6.179366488622078,3.054000000009304,4.89949129366463,1.665427475134869,Iris-virginica
+20,6.179366488971051,3.05587662234162,1.5100223835539477,1.6654274752487384,Iris-setosa
+21,6.179366488622078,3.05400000001573,4.8994912936647195,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000131675,4.899491293664686,1.665427475134869,Iris-virginica
+23,6.179366488623574,3.0540008929898375,4.899491293894744,1.6654274751353613,Iris-versicolor
+24,6.179366489305236,3.064319210055524,1.5100223836498523,0.26153080852417115,Iris-setosa
+25,6.179366489256214,3.061572260691714,1.5100223835884212,0.2615308085090762,Iris-setosa
+26,6.179366488622528,3.054000274476625,4.899491293724796,1.6654274751351426,Iris-versicolor
+27,6.1793664887595625,3.0541797530985795,1.5100223834272712,1.6654274751775981,Iris-setosa
+28,6.179366489056632,3.0633323198046,1.510022382941232,0.26153080850559995,Iris-setosa
+29,6.179366488622079,3.054000000038184,4.89949129366499,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.054000000070391,4.899491293665299,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.0540000000403804,4.899491293665017,1.665427475134869,Iris-virginica
+0,6.179366488622083,3.054000000375814,4.899491293667472,1.6654274751348694,Iris-virginica
+1,6.179366488622101,3.054000002326745,4.899491293674601,1.6654274751348732,Iris-virginica
+2,6.179366488622078,3.0540000000100727,4.899491293664639,1.665427475134869,Iris-virginica
+3,6.179366488641079,3.054016796016654,1.5100223826189216,1.6654274751407365,Iris-setosa
+4,6.179366488622158,3.0540000079174403,4.89949129369433,1.6654274751348819,Iris-virginica
+5,6.179366488622081,3.0540000003145114,4.899491293666646,1.6654274751348694,Iris-virginica
+6,6.179366488622122,3.05400000799883,4.899491293681194,1.6654274751348903,Iris-versicolor
+7,6.17936648898973,3.06174610779215,1.5100223827796406,0.26153080850877897,Iris-setosa
+8,6.179366488622078,3.0540000000163503,4.899491293664726,1.665427475134869,Iris-virginica
+9,6.179366489028445,3.0624823968010135,1.5100223828571324,0.261530808499627,Iris-setosa
+10,6.17936648896466,3.0612599185379086,1.5100223827150685,0.2615308084993454,Iris-setosa
+11,6.179366489028789,3.0581799070565534,1.510022383142165,0.2615308084777553,Iris-setosa
+12,6.179366489094451,3.063991401481746,1.5100223830324886,0.26153080850128485,Iris-setosa
+13,6.179366489116373,3.063313732571147,1.5100223831068835,0.26153080851706334,Iris-setosa
+14,6.1793664889111914,3.054194192168608,1.5100223887782651,1.665427475178088,Iris-setosa
+15,6.179366488631601,3.0540051445803496,4.899491294326922,1.6654274751381848,Iris-versicolor
+16,6.179366489212336,3.0630462385275075,1.510022383410246,0.26153080850396265,Iris-setosa
+17,6.179366488622078,3.054000000010258,4.899491293664642,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000018865,4.89949129366476,1.665427475134869,Iris-virginica
+19,6.1793664889185,3.0547253924736704,1.5100223840479412,1.6654274752078069,Iris-setosa
+20,6.179366488748158,3.054358114931747,1.5100223827855659,1.6654274751866835,Iris-setosa
+21,6.1793664891355675,3.0641155055360394,1.5100223831532977,0.2615308085095697,Iris-setosa
+22,6.179366488622078,3.054000000014296,4.899491293664698,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000009646,4.899491293664636,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000164675,4.899491293664728,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000160994,4.899491293664725,1.665427475134869,Iris-virginica
+26,6.179366488626614,3.0540009338260132,4.899491294715414,1.6654274751357026,Iris-versicolor
+27,6.179366488622078,3.054000000017887,4.899491293664748,1.665427475134869,Iris-virginica
+28,6.1793664893445595,3.0625221133182103,1.510022383806598,0.2615308085242745,Iris-setosa
+29,6.179366488781875,3.0545717338649334,1.5100223828557653,1.6654274752019123,Iris-setosa
+30,6.179366488622078,3.0540000000203538,4.89949129366478,1.665427475134869,Iris-virginica
+31,6.179366489033266,3.063293902486,1.5100223828563613,0.26153080849770355,Iris-setosa
+0,6.179366489081265,3.0628260525388376,1.5100223830154769,0.26153080850003957,Iris-setosa
+1,6.179366488622078,3.05400000001061,4.899491293664649,1.665427475134869,Iris-virginica
+2,6.179366490300572,3.058413669831549,1.510022389967299,1.6654274754982221,Iris-setosa
+3,6.179366488622078,3.054000000026561,4.899491293664854,1.665427475134869,Iris-virginica
+4,6.1793664886220805,3.0540000002155887,4.899491293665952,1.6654274751348694,Iris-virginica
+5,6.179366489091022,3.0635491829358927,1.5100223830313069,0.2615308085061052,Iris-setosa
+6,6.179366488983408,3.054464054631064,1.5100223871694565,1.6654274751961589,Iris-setosa
+7,6.1793664891074265,3.0592855001086208,1.5100223832281636,0.2615308084942874,Iris-setosa
+8,6.179366488622079,3.0540000000467744,4.899491293665081,1.665427475134869,Iris-virginica
+9,6.179366488627272,3.054006312338475,1.5100223822124181,1.6654274751367075,Iris-setosa
+10,6.179366488622078,3.054000000013561,4.899491293664689,1.665427475134869,Iris-virginica
+11,6.179366488622085,3.0540000005095433,4.8994912936685004,1.6654274751348699,Iris-virginica
+12,6.179366488627671,3.0540017899781193,4.899491294479895,1.6654274751366307,Iris-versicolor
+13,6.179366488730616,3.0541856299044987,1.5100223832375161,1.6654274751660252,Iris-setosa
+14,6.179366488622078,3.054000000016624,4.89949129366473,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000137453,4.899491293664692,1.665427475134869,Iris-virginica
+16,6.179366488965413,3.056014947750563,1.5100223833355475,1.6654274752623115,Iris-setosa
+17,6.179366488622078,3.0540000000213148,4.899491293664791,1.665427475134869,Iris-virginica
+18,6.179366488703121,3.05418891637536,1.5100223829025379,1.6654274751582494,Iris-setosa
+19,6.179366489604393,3.057966631210605,1.5100223860905788,1.665427475390595,Iris-setosa
+20,6.179366488622078,3.054000000012615,4.899491293664674,1.665427475134869,Iris-virginica
+21,6.179366488626251,3.054000682154905,4.899491294627495,1.66542747513555,Iris-versicolor
+22,6.179366488622078,3.0540000000123957,4.8994912936646715,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000217202,4.899491293664796,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000019056,4.899491293664764,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000022159,4.899491293664798,1.665427475134869,Iris-virginica
+26,6.179366489084391,3.062244254664206,1.5100223830505703,0.26153080849570354,Iris-setosa
+27,6.1793664886220885,3.0540000008623163,4.899491293670078,1.6654274751348703,Iris-virginica
+28,6.179366489129875,3.0636551094792144,1.510022383148591,0.2615308085029925,Iris-setosa
+29,6.179366488622078,3.054000000022205,4.899491293664798,1.665427475134869,Iris-virginica
+30,6.179366488622114,3.054000003961884,4.899491293680372,1.6654274751348743,Iris-virginica
+31,6.179366488627395,3.054005533410142,1.5100223821669907,1.6654274751378992,Iris-setosa
+0,6.179366488622082,3.0540000002808614,4.899491293667036,1.6654274751348694,Iris-virginica
+1,6.179366488984635,3.054606534014207,1.5100223844550202,1.6654274752388183,Iris-setosa
+2,6.17936648879497,3.054355162655878,1.510022384179661,1.6654274751677294,Iris-setosa
+3,6.179366489994923,3.0619792133207673,1.5100223874381868,1.6654274754131355,Iris-setosa
+4,6.179366488855986,3.0549989334959076,1.5100223831315416,1.6654274752259157,Iris-setosa
+5,6.179366489019727,3.0622105085038807,1.510022382841078,0.2615308085095396,Iris-setosa
+6,6.1793664886525805,3.0540630283504417,1.5100223824320047,1.6654274751461537,Iris-setosa
+7,6.179366489081596,3.0587349936817243,1.5100223831965007,0.2615308084919125,Iris-setosa
+8,6.179366488779807,3.054173821807217,1.5100223841929068,1.6654274751714397,Iris-setosa
+9,6.17936648905195,3.057127105418092,1.5100223833565816,0.2615308084891218,Iris-setosa
+10,6.179366488622078,3.054000000012278,4.89949129366467,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000292946,4.899491293664888,1.665427475134869,Iris-virginica
+12,6.179366489106122,3.063780414527501,1.5100223830644814,0.26153080851086846,Iris-setosa
+13,6.179366488622078,3.0540000000102823,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.179366489118669,3.0616945366914763,1.5100223831811899,0.26153080849283267,Iris-setosa
+15,6.179366488957946,3.0605035406506214,1.5100223827318695,0.261530808522406,Iris-setosa
+16,6.179366489088844,3.0634246232766396,1.5100223830271506,0.26153080851932947,Iris-setosa
+17,6.179366488833889,3.0555541563598405,1.5100223828182688,1.665427475218446,Iris-setosa
+18,6.179366488760289,3.054641071596973,1.5100223827822337,1.6654274751850477,Iris-setosa
+19,6.179366490004482,3.060953914605757,1.5100223873046799,1.665427475441002,Iris-setosa
+20,6.179366488631276,3.054003231367945,4.899491294744798,1.6654274751372333,Iris-versicolor
+21,6.179366489067323,3.063100065114221,1.5100223829730024,0.26153080849885285,Iris-setosa
+22,6.179366488622078,3.05400000002112,4.899491293664787,1.665427475134869,Iris-virginica
+23,6.179366489073678,3.063304320223445,1.5100223829873174,0.2615308084951774,Iris-setosa
diff --git a/iris/lct_gan/1/28/test.csv b/iris/lct_gan/1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/train.csv b/iris/lct_gan/1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/28/val.csv b/iris/lct_gan/1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/synth.csv b/iris/lct_gan/1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f72eb2d45a13d7e7208de702b7ece45633e93c3d
--- /dev/null
+++ b/iris/lct_gan/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623641,3.0540008419665297,4.899491293802658,1.6654274751358218,Iris-versicolor
+1,6.179366488622079,3.0540000000546503,4.8994912936651485,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000088954,4.899491293664624,1.665427475134869,Iris-virginica
+3,6.179366488668267,3.0540459739162618,1.5100223829562756,1.6654274751470248,Iris-setosa
+4,6.179366488622083,3.0540000003492804,4.899491293667564,1.6654274751348694,Iris-virginica
+5,6.179366488622078,3.054000000008884,4.899491293664624,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000489216,4.8994912936651005,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000010504,4.899491293664646,1.665427475134869,Iris-virginica
+8,6.179366489100966,3.0597353335359636,1.5100223832672806,0.2615308084810897,Iris-setosa
+9,6.179366489226904,3.06440709271053,1.5100223834279574,0.26153080851588073,Iris-setosa
+10,6.17936648862214,3.0540000099209648,4.89949129368771,1.665427475134886,Iris-versicolor
+11,6.179366489032422,3.062939259907008,1.5100223828656378,0.26153080850317295,Iris-setosa
+12,6.179366489166324,3.063499402861785,1.5100223832422133,0.2615308085253717,Iris-setosa
+13,6.179366489429491,3.063119202937414,1.510022384049584,0.26153080852696564,Iris-setosa
+14,6.179366488622078,3.054000000014785,4.899491293664706,1.665427475134869,Iris-virginica
+15,6.179366488622081,3.0540000002925796,4.899491293666669,1.6654274751348694,Iris-virginica
+16,6.179366489056741,3.0634628127927597,1.5100223829306982,0.2615308085051264,Iris-setosa
+17,6.179366488622078,3.054000000023875,4.899491293664822,1.665427475134869,Iris-virginica
+18,6.179366488622082,3.0540000002703316,4.899491293666912,1.6654274751348694,Iris-virginica
+19,6.179366488988806,3.062289781352078,1.5100223827562091,0.26153080848952404,Iris-setosa
+20,6.179366488970961,3.0609650004564832,1.5100223827533916,0.2615308085200462,Iris-setosa
+21,6.179366489077488,3.054917639303177,1.510022384974416,1.665427475245778,Iris-setosa
+22,6.17936648862208,3.054000000093195,4.8994912936655455,1.665427475134869,Iris-virginica
+23,6.179366489041416,3.0627116844244613,1.51002238290621,0.26153080849660737,Iris-setosa
+24,6.1793664889265,3.0607035548504244,1.5100223826396342,0.26153080850073074,Iris-setosa
+25,6.179366488622078,3.054000000010367,4.899491293664644,1.665427475134869,Iris-virginica
+26,6.17936648862208,3.05400000013626,4.89949129366591,1.6654274751348692,Iris-virginica
+27,6.179366489001959,3.0625173914477224,1.5100223827912111,0.26153080849652627,Iris-setosa
+28,6.179366488622078,3.0540000000198555,4.899491293664772,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000121514,4.899491293664671,1.665427475134869,Iris-virginica
+30,6.179366489174667,3.062477294186451,1.5100223833108433,0.2615308085070241,Iris-setosa
+31,6.179366488688645,3.0541362130037903,1.5100223825387848,1.665427475167055,Iris-setosa
+0,6.179366488622081,3.0540000002411296,4.899491293666664,1.6654274751348692,Iris-virginica
+1,6.1793664892170534,3.064511605751537,1.5100223833828463,0.26153080851272914,Iris-setosa
+2,6.179366489172236,3.0612247620950916,1.5100223833697437,0.2615308085032355,Iris-setosa
+3,6.179366489296955,3.0615952711570684,1.5100223837245057,0.2615308085197886,Iris-setosa
+4,6.179366488622078,3.054000000009476,4.899491293664632,1.665427475134869,Iris-virginica
+5,6.179366488622082,3.0540000003064676,4.899491293666837,1.6654274751348697,Iris-virginica
+6,6.179366490067237,3.0661846370724337,1.5100223860708206,0.26153080857667954,Iris-setosa
+7,6.179366488622079,3.054000000045742,4.899491293665049,1.665427475134869,Iris-virginica
+8,6.179366489182799,3.060467370366025,1.510022383442884,0.2615308084964209,Iris-setosa
+9,6.179366488622079,3.05400000006183,4.899491293665244,1.665427475134869,Iris-virginica
+10,6.179366488947801,3.060770526364698,1.5100223826951322,0.2615308085104629,Iris-setosa
+11,6.1793664886220805,3.054000000238342,4.899491293666166,1.6654274751348694,Iris-virginica
+12,6.179366489646159,3.0675264121940335,1.510022384556882,0.2615308085482249,Iris-setosa
+13,6.179366488622117,3.054000002654328,4.899491293681222,1.665427475134874,Iris-virginica
+14,6.179366488646951,3.0540273172144974,1.510022382439681,1.6654274751461888,Iris-setosa
+15,6.179366488622513,3.0540001693850294,4.899491293783122,1.6654274751350118,Iris-versicolor
+16,6.179366489027681,3.062340696413808,1.5100223828725126,0.26153080851288923,Iris-setosa
+17,6.179366488988311,3.0612866559484315,1.5100223827886645,0.2615308085174783,Iris-setosa
+18,6.17936648862208,3.0540000001145815,4.899491293665762,1.6654274751348692,Iris-virginica
+19,6.179366488629939,3.0540074718587737,4.8994912943562605,1.6654274751368359,Iris-versicolor
+20,6.179366488622078,3.0540000000179104,4.899491293664745,1.665427475134869,Iris-virginica
+21,6.179366488987502,3.0619514214181986,1.5100223827696768,0.2615308085082305,Iris-setosa
+22,6.179366488622079,3.0540000000397542,4.899491293664996,1.665427475134869,Iris-virginica
+23,6.179366488900788,3.054831837861289,1.5100223836287714,1.6654274752191482,Iris-setosa
+24,6.179366488624229,3.0540017234617713,4.899491293840119,1.6654274751358507,Iris-versicolor
+25,6.179366488628986,3.0540012691228084,4.899491295167253,1.6654274751362452,Iris-versicolor
+26,6.179366488622079,3.0540000000447742,4.899491293665013,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000103737,4.899491293664647,1.665427475134869,Iris-virginica
+28,6.179366488622082,3.0540000003482164,4.899491293667086,1.6654274751348697,Iris-virginica
+29,6.17936648862208,3.0540000001435996,4.8994912936657,1.6654274751348692,Iris-virginica
+30,6.179366488971057,3.0546876478968463,1.5100223842245746,1.6654274752427414,Iris-setosa
+31,6.179366488693676,3.054173940689121,1.5100223825706416,1.6654274751656604,Iris-setosa
+0,6.179366488622082,3.0540000002788865,4.899491293667181,1.6654274751348694,Iris-virginica
+1,6.1793664889944795,3.0614863952558427,1.5100223828073835,0.2615308085194864,Iris-setosa
+2,6.179366488622078,3.0540000000276706,4.899491293664858,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000011476,4.89949129366466,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.0540000001282808,4.899491293665909,1.6654274751348692,Iris-virginica
+5,6.179366489525959,3.063594249994026,1.510022384346924,0.26153080853674476,Iris-setosa
+6,6.179366488622193,3.0540000132513816,4.8994912937054655,1.6654274751348932,Iris-versicolor
+7,6.179366488803137,3.054304412786163,1.5100223839587186,1.6654274751827867,Iris-setosa
+8,6.179366488622078,3.054000000010897,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.054000000121568,4.89949129366575,1.6654274751348692,Iris-virginica
+10,6.1793664894713665,3.0579429469972794,1.5100223854992334,1.6654274753620915,Iris-setosa
+11,6.179366488622078,3.0540000000149305,4.899491293664709,1.665427475134869,Iris-virginica
+12,6.179366488973653,3.054751972766891,1.510022384359546,1.6654274752226303,Iris-setosa
+13,6.179366488622079,3.0540000000312046,4.899491293664898,1.665427475134869,Iris-virginica
+14,6.179366488705706,3.054268293591103,1.5100223825754902,1.6654274751683789,Iris-setosa
+15,6.179366488709404,3.0541751240118202,1.51002238304247,1.6654274751585387,Iris-setosa
+16,6.179366488622086,3.054000000741862,4.899491293668608,1.66542747513487,Iris-virginica
+17,6.179366488622078,3.054000000019123,4.899491293664764,1.665427475134869,Iris-virginica
+18,6.179366488992016,3.061628563322345,1.5100223827762747,0.261530808490641,Iris-setosa
+19,6.1793664909479595,3.0633694926615953,1.510022390684108,1.665427475603611,Iris-setosa
+20,6.179366488622078,3.0540000000140144,4.899491293664695,1.665427475134869,Iris-virginica
+21,6.179366489233727,3.062085626057368,1.5100223834941522,0.26153080850866256,Iris-setosa
+22,6.179366488622082,3.0540000004037515,4.899491293666812,1.6654274751348697,Iris-virginica
+23,6.179366489058029,3.0632574371851176,1.5100223829317698,0.2615308085098479,Iris-setosa
+24,6.179366488622078,3.0540000000176044,4.8994912936647435,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000024345,4.899491293664825,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.0540000000451473,4.899491293665044,1.665427475134869,Iris-virginica
+27,6.179366489000198,3.061436314933236,1.5100223828278976,0.26153080852412375,Iris-setosa
+28,6.179366488999477,3.062432966077705,1.51002238278563,0.2615308085009694,Iris-setosa
+29,6.179366488622099,3.0540000028660637,4.899491293674141,1.665427475134873,Iris-virginica
+30,6.179366488622078,3.0540000000231022,4.899491293664812,1.665427475134869,Iris-virginica
+31,6.1793664891628115,3.058082008739504,1.5100223835426239,0.26153080850865174,Iris-setosa
+0,6.179366488622089,3.054000001051775,4.899491293670258,1.6654274751348705,Iris-virginica
+1,6.179366488622079,3.0540000000314143,4.899491293664913,1.665427475134869,Iris-virginica
+2,6.1793664886220805,3.0540000001700838,4.899491293666,1.6654274751348692,Iris-virginica
+3,6.179366489011105,3.062478083043096,1.5100223828126706,0.2615308084979793,Iris-setosa
+4,6.179366488622079,3.054000000030678,4.899491293664904,1.665427475134869,Iris-virginica
+5,6.179366488961671,3.060560051764794,1.5100223827421988,0.2615308085237635,Iris-setosa
+6,6.1793664886487845,3.054031533852616,1.510022382478993,1.6654274751456921,Iris-setosa
+7,6.179366488622078,3.054000000009324,4.89949129366463,1.665427475134869,Iris-virginica
+8,6.179366489091708,3.063099867095104,1.5100223830509256,0.26153080850277677,Iris-setosa
+9,6.179366489692777,3.0638720345921007,1.510022384899132,0.2615308085476488,Iris-setosa
+10,6.1793664891802855,3.0624498733684877,1.5100223833517978,0.2615308084967512,Iris-setosa
+11,6.179366488622078,3.0540000000106042,4.8994912936646475,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000132674,4.899491293664685,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000199163,4.899491293664773,1.665427475134869,Iris-virginica
+14,6.179366489149855,3.0577228885940975,1.510022383957985,1.665427475291514,Iris-setosa
+15,6.1793664891334545,3.055052302163413,1.510022385078565,1.6654274752662892,Iris-setosa
+16,6.179366488622078,3.054000000013323,4.899491293664687,1.665427475134869,Iris-virginica
+17,6.1793664891358375,3.0637852386273705,1.5100223831472794,0.2615308085079299,Iris-setosa
+18,6.179366488782018,3.0541576825825816,1.5100223845990117,1.665427475171242,Iris-setosa
+19,6.179366489262538,3.065428728071877,1.5100223834867827,0.2615308085301829,Iris-setosa
+20,6.17936648863819,3.054005146945693,4.899491294989234,1.6654274751399345,Iris-versicolor
+21,6.179366488622079,3.0540000000496947,4.899491293665111,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000089975,4.899491293664627,1.665427475134869,Iris-virginica
+23,6.179366488984255,3.0613135334212567,1.5100223827778867,0.26153080851458044,Iris-setosa
diff --git a/iris/lct_gan/1/29/test.csv b/iris/lct_gan/1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/train.csv b/iris/lct_gan/1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/29/val.csv b/iris/lct_gan/1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/synth.csv b/iris/lct_gan/1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c822dfbfb739b955af97fdc9d967ef4cceaec2e
--- /dev/null
+++ b/iris/lct_gan/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489896191,3.0682228856761418,1.510022385286642,0.2615308085670777,Iris-setosa
+1,6.17936648862208,3.0540000001286387,4.899491293665859,1.6654274751348692,Iris-virginica
+2,6.179366488622079,3.0540000000359173,4.899491293664964,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000020719,4.899491293664782,1.665427475134869,Iris-virginica
+4,6.179366489036279,3.062900318562208,1.5100223828825219,0.26153080850238064,Iris-setosa
+5,6.179366489590031,3.058473758571597,1.510022385886332,1.6654274753859475,Iris-setosa
+6,6.179366489210882,3.062629463828271,1.5100223834075621,0.26153080850525834,Iris-setosa
+7,6.179366488622078,3.0540000000241245,4.899491293664824,1.665427475134869,Iris-virginica
+8,6.1793664891857825,3.063085164578148,1.5100223833091027,0.2615308085162644,Iris-setosa
+9,6.17936648900718,3.063105216831085,1.5100223827941022,0.26153080849134813,Iris-setosa
+10,6.179366488622078,3.054000000019436,4.8994912936647665,1.665427475134869,Iris-virginica
+11,6.179366488622084,3.0540000005144443,4.89949129366768,1.6654274751348699,Iris-virginica
+12,6.179366488622079,3.0540000000560967,4.899491293665107,1.665427475134869,Iris-virginica
+13,6.179366489091976,3.0631425418247185,1.510022383040428,0.261530808516238,Iris-setosa
+14,6.179366489381439,3.0636866259120845,1.5100223838784472,0.26153080853431226,Iris-setosa
+15,6.179366488622078,3.054000000011584,4.89949129366466,1.665427475134869,Iris-virginica
+16,6.179366488627275,3.0540008612314242,4.89949129485437,1.6654274751359273,Iris-versicolor
+17,6.179366489038677,3.062917146967326,1.5100223828860824,0.2615308085021901,Iris-setosa
+18,6.179366489203854,3.060630664496448,1.5100223835126374,0.2615308084961812,Iris-setosa
+19,6.179366488973509,3.0612709923142982,1.5100223827546266,0.2615308085132657,Iris-setosa
+20,6.17936648862208,3.054000000102969,4.8994912936655926,1.6654274751348692,Iris-virginica
+21,6.179366488622079,3.0540000000339567,4.89949129366494,1.665427475134869,Iris-virginica
+22,6.179366489166263,3.0629053479257964,1.5100223832753699,0.2615308085080734,Iris-setosa
+23,6.179366489018503,3.0626202599641115,1.5100223828359725,0.2615308085031676,Iris-setosa
+24,6.1793664889411675,3.0616871536372456,1.5100223826486778,0.26153080848670496,Iris-setosa
+25,6.179366488639252,3.054034094096164,1.5100223823439374,1.6654274751406108,Iris-setosa
+26,6.179366489152089,3.064552726111579,1.5100223831904906,0.26153080850857874,Iris-setosa
+27,6.179366488634186,3.0540133236151616,1.5100223822758607,1.6654274751403988,Iris-setosa
+28,6.179366489126396,3.063933020455343,1.5100223831249218,0.2615308085031688,Iris-setosa
+29,6.179366488622092,3.0540000010057415,4.899491293671562,1.6654274751348705,Iris-virginica
+30,6.179366488694311,3.0541299617047812,1.5100223828272932,1.6654274751571592,Iris-setosa
+31,6.179366488622078,3.054000000011002,4.899491293664654,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000122793,4.899491293664671,1.665427475134869,Iris-virginica
+1,6.1793664890747735,3.0620052166116376,1.5100223830161037,0.26153080850320376,Iris-setosa
+2,6.179366489110848,3.063764831388944,1.5100223830744492,0.2615308085095396,Iris-setosa
+3,6.179366488622078,3.0540000000109138,4.899491293664651,1.665427475134869,Iris-virginica
+4,6.179366488623407,3.0540002318822608,4.899491294017085,1.6654274751351517,Iris-versicolor
+5,6.17936648907792,3.0573343595912394,1.5100223834611937,0.26153080848960725,Iris-setosa
+6,6.1793664886368065,3.0540079004985023,4.899491294891896,1.6654274751387936,Iris-versicolor
+7,6.179366489025417,3.0624988661958623,1.5100223828450414,0.26153080849380933,Iris-setosa
+8,6.1793664890526925,3.0630484489360246,1.5100223829266508,0.2615308085040625,Iris-setosa
+9,6.179366489059068,3.062893413651699,1.5100223829494095,0.2615308084976813,Iris-setosa
+10,6.179366488622078,3.054000000010271,4.899491293664645,1.665427475134869,Iris-virginica
+11,6.17936648878687,3.0540462757966824,4.899491303515561,1.6654274751661227,Iris-versicolor
+12,6.179366488622078,3.054000000012145,4.89949129366467,1.665427475134869,Iris-virginica
+13,6.1793664887093245,3.0540714136626352,1.510022383440651,1.6654274751606941,Iris-setosa
+14,6.179366488622078,3.0540000000156096,4.899491293664716,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000017277,4.899491293664741,1.665427475134869,Iris-virginica
+16,6.17936648862208,3.0540000001003844,4.899491293665494,1.6654274751348692,Iris-virginica
+17,6.1793664892428675,3.0610466004317827,1.5100223835713396,0.26153080850997945,Iris-setosa
+18,6.179366488622078,3.0540000000231937,4.899491293664812,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000139504,4.899491293664693,1.665427475134869,Iris-virginica
+20,6.1793664886232875,3.0540003313896844,4.899491293985524,1.6654274751352112,Iris-versicolor
+21,6.179366488622078,3.0540000000106335,4.899491293664647,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000144163,4.8994912936647,1.665427475134869,Iris-virginica
+23,6.179366489187929,3.057389481955487,1.5100223839179499,0.26153080850487914,Iris-setosa
+24,6.179366489051213,3.062627817693742,1.5100223829367323,0.26153080849484467,Iris-setosa
+25,6.179366488622078,3.05400000001122,4.899491293664658,1.665427475134869,Iris-virginica
+26,6.1793664892819455,3.060274595133371,1.510022383756381,0.26153080852147637,Iris-setosa
+27,6.179366488622078,3.054000000016757,4.899491293664731,1.665427475134869,Iris-virginica
+28,6.179366488984274,3.0615955190834425,1.5100223827708479,0.2615308085129579,Iris-setosa
+29,6.179366488622078,3.054000000010917,4.899491293664652,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000121563,4.899491293664666,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000104177,4.899491293664647,1.665427475134869,Iris-virginica
+0,6.179366488995961,3.0624899754594934,1.510022382777779,0.2615308084968129,Iris-setosa
+1,6.179366488645061,3.0540092768572964,4.899491296181767,1.6654274751398817,Iris-versicolor
+2,6.179366489170244,3.0625861242051986,1.5100223832975237,0.26153080851048127,Iris-setosa
+3,6.179366488622078,3.054000000024613,4.899491293664832,1.665427475134869,Iris-virginica
+4,6.179366488978998,3.061734258843363,1.510022382749633,0.2615308085045586,Iris-setosa
+5,6.179366488941006,3.061709259332326,1.5100223826471482,0.26153080848553606,Iris-setosa
+6,6.179366489029185,3.0554569611716476,1.5100223843857765,1.665427475225293,Iris-setosa
+7,6.179366488650476,3.0540598033077666,1.5100223823871752,1.6654274751458558,Iris-setosa
+8,6.179366488622078,3.0540000000256655,4.899491293664842,1.665427475134869,Iris-virginica
+9,6.179366489226252,3.0651687289713188,1.5100223833875897,0.2615308085230517,Iris-setosa
+10,6.17936648902419,3.0624283053838552,1.5100223828530792,0.2615308085110544,Iris-setosa
+11,6.179366489430864,3.0611880818710215,1.5100223841504625,0.261530808537866,Iris-setosa
+12,6.179366488622079,3.054000000034,4.899491293664942,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000030475,4.899491293664899,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000015854,4.89949129366472,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000012627,4.899491293664675,1.665427475134869,Iris-virginica
+16,6.179366489055969,3.06287321570177,1.5100223829338701,0.2615308084997646,Iris-setosa
+17,6.17936648862209,3.0540000016346327,4.899491293670038,1.6654274751348732,Iris-versicolor
+18,6.179366488979458,3.0619081333122953,1.510022382743728,0.26153080850105603,Iris-setosa
+19,6.17936648894874,3.0544830826784155,1.5100223844648193,1.6654274752307014,Iris-setosa
+20,6.179366488622103,3.0540000023189027,4.8994912936756885,1.6654274751348723,Iris-virginica
+21,6.179366488632382,3.0540235266055036,1.5100223821773457,1.6654274751400455,Iris-setosa
+22,6.17936648862208,3.05400000010013,4.899491293665578,1.6654274751348692,Iris-virginica
+23,6.179366488622078,3.054000000016683,4.89949129366473,1.665427475134869,Iris-virginica
+24,6.1793664889120326,3.0604829196964403,1.510022382607459,0.26153080849734345,Iris-setosa
+25,6.179366488622078,3.0540000000215137,4.899491293664794,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.05400000001585,4.899491293664719,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000012426,4.8994912936646715,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000241063,4.899491293664825,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.0540000000515324,4.89949129366511,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000094767,4.8994912936646315,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000017387,4.899491293664743,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.0540000000411855,4.899491293665025,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000036447,4.89949129366496,1.665427475134869,Iris-virginica
+2,6.179366488963826,3.06068524492423,1.510022382741165,0.2615308085220206,Iris-setosa
+3,6.179366488622078,3.054000000010466,4.899491293664646,1.665427475134869,Iris-virginica
+4,6.179366489309401,3.063344237979582,1.5100223836844875,0.2615308085228134,Iris-setosa
+5,6.179366488622079,3.0540000000906344,4.899491293665363,1.6654274751348692,Iris-virginica
+6,6.179366488622078,3.054000000011681,4.8994912936646635,1.665427475134869,Iris-virginica
+7,6.179366488970426,3.0617808826859365,1.5100223827227763,0.2615308084991095,Iris-setosa
+8,6.179366488994323,3.0617495401235106,1.5100223827925918,0.2615308085098313,Iris-setosa
+9,6.17936648905318,3.063024141686941,1.5100223829362376,0.2615308085112238,Iris-setosa
+10,6.179366488622084,3.054000000616773,4.899491293667986,1.6654274751348699,Iris-virginica
+11,6.179366488622078,3.0540000000127727,4.899491293664678,1.665427475134869,Iris-virginica
+12,6.17936648862211,3.0540000024202443,4.899491293678405,1.6654274751348723,Iris-virginica
+13,6.179366488979486,3.0617067060126555,1.5100223827540968,0.2615308085080192,Iris-setosa
+14,6.179366488622079,3.0540000000409835,4.899491293665008,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.05400000001442,4.899491293664698,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000100136,4.899491293664641,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000754217,4.899491293665321,1.665427475134869,Iris-virginica
+18,6.179366489203887,3.0641109277526324,1.5100223833603614,0.26153080850986127,Iris-setosa
+19,6.179366488972345,3.060842013680785,1.5100223827636772,0.26153080852192573,Iris-setosa
+20,6.179366489094767,3.0637098851087687,1.5100223830374488,0.2615308085089884,Iris-setosa
+21,6.179366488623034,3.0540002907440122,4.89949129393175,1.6654274751350913,Iris-versicolor
+22,6.179366489077399,3.0553981800822316,1.5100223843053215,1.665427475274342,Iris-setosa
+23,6.179366489078358,3.0580966122469015,1.510022383304875,0.2615308084898438,Iris-setosa
diff --git a/iris/lct_gan/1/3/test.csv b/iris/lct_gan/1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/train.csv b/iris/lct_gan/1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/3/val.csv b/iris/lct_gan/1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/synth.csv b/iris/lct_gan/1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4dd518083e1656c5990a40ed6c6c7fcaa488aeb3
--- /dev/null
+++ b/iris/lct_gan/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489045313,3.062842744906432,1.5100223829129311,0.2615308085012565,Iris-setosa
+1,6.179366490107514,3.060489427361282,1.510022388290298,1.665427475423044,Iris-setosa
+2,6.179366488622078,3.054000000009852,4.899491293664637,1.665427475134869,Iris-virginica
+3,6.179366489039713,3.0571016088468728,1.510022383354542,0.2615308084818134,Iris-setosa
+4,6.1793664892890545,3.060951676828744,1.5100223837032996,0.2615308085208443,Iris-setosa
+5,6.179366488640329,3.0540229103474097,1.5100223825669223,1.6654274751392877,Iris-setosa
+6,6.179366489189584,3.0632043745014204,1.5100223833523325,0.2615308085037297,Iris-setosa
+7,6.179366488993399,3.0622177901336856,1.5100223827750852,0.2615308084996813,Iris-setosa
+8,6.179366488648123,3.0540598362291997,1.5100223823518644,1.6654274751443767,Iris-setosa
+9,6.179366488622078,3.0540000000163605,4.899491293664727,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000254266,4.89949129366484,1.665427475134869,Iris-virginica
+11,6.179366488622114,3.054000003561177,4.899491293680371,1.665427475134873,Iris-virginica
+12,6.179366488622078,3.0540000000273237,4.899491293664858,1.665427475134869,Iris-virginica
+13,6.179366489136695,3.0639025987623065,1.5100223831707213,0.26153080852195437,Iris-setosa
+14,6.179366488622079,3.0540000000464858,4.899491293665052,1.665427475134869,Iris-virginica
+15,6.179366488622112,3.0540000028758327,4.899491293678435,1.665427475134875,Iris-virginica
+16,6.179366488622078,3.0540000000103666,4.899491293664643,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000025201,4.899491293664838,1.665427475134869,Iris-virginica
+18,6.179366489113498,3.0636713800499904,1.5100223831043902,0.2615308085216371,Iris-setosa
+19,6.179366488623569,3.0540002060351186,4.899491294046119,1.6654274751351972,Iris-versicolor
+20,6.179366488622078,3.054000000020858,4.899491293664786,1.665427475134869,Iris-virginica
+21,6.179366489582687,3.0562918668199566,1.5100223876203391,1.6654274753437686,Iris-setosa
+22,6.179366488622148,3.0540000100693967,4.899491293691137,1.6654274751348845,Iris-versicolor
+23,6.1793664890586975,3.062672520106916,1.510022382952158,0.2615308085123219,Iris-setosa
+24,6.179366489183238,3.0636921615928454,1.5100223833075865,0.26153080852061716,Iris-setosa
+25,6.1793664891821045,3.062196838745165,1.5100223833524538,0.26153080849980614,Iris-setosa
+26,6.179366489615938,3.0644810963183224,1.5100223845520189,0.2615308085489969,Iris-setosa
+27,6.179366488622078,3.0540000000109857,4.899491293664652,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000172696,4.899491293664736,1.665427475134869,Iris-virginica
+29,6.179366488938387,3.0560286223390136,1.5100223831606518,1.665427475257156,Iris-setosa
+30,6.179366488657144,3.054095154134822,1.5100223824617793,1.6654274751455875,Iris-setosa
+31,6.179366489213901,3.064426559760629,1.5100223833746893,0.26153080851125277,Iris-setosa
+0,6.179366489047713,3.063238716329008,1.5100223829070796,0.2615308085040257,Iris-setosa
+1,6.179366489210366,3.0644247671241516,1.5100223833814386,0.26153080850834365,Iris-setosa
+2,6.1793664886220805,3.054000000256516,4.8994912936662125,1.6654274751348694,Iris-virginica
+3,6.179366488622082,3.0540000005055106,4.89949129366707,1.6654274751348699,Iris-virginica
+4,6.179366488622078,3.0540000000166616,4.899491293664732,1.665427475134869,Iris-virginica
+5,6.179366488638188,3.054021456820557,1.5100223823235068,1.6654274751415106,Iris-setosa
+6,6.179366489154764,3.064221085143428,1.5100223832119934,0.26153080851183064,Iris-setosa
+7,6.179366489029979,3.062679833934951,1.5100223828644523,0.2615308085026324,Iris-setosa
+8,6.179366488622078,3.054000000017952,4.899491293664746,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000315866,4.899491293664915,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000144323,4.899491293664701,1.665427475134869,Iris-virginica
+11,6.1793664887579345,3.0545529025789553,1.5100223827086536,1.6654274751939395,Iris-setosa
+12,6.179366488996499,3.062044729475027,1.5100223827829098,0.26153080850311705,Iris-setosa
+13,6.179366488622079,3.05400000003441,4.899491293664945,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000216314,4.899491293664795,1.665427475134869,Iris-virginica
+15,6.179366488631088,3.054004257799343,4.8994912942804785,1.6654274751384899,Iris-versicolor
+16,6.179366488624961,3.0540012186727563,4.899491294022058,1.6654274751360272,Iris-versicolor
+17,6.179366488656311,3.054042306053588,1.5100223828420203,1.6654274751435043,Iris-setosa
+18,6.1793664890058855,3.0554171452424144,1.5100223836174484,1.6654274752849305,Iris-setosa
+19,6.179366489151022,3.064224835432314,1.5100223832008013,0.26153080850501115,Iris-setosa
+20,6.1793664890212465,3.0624649783633235,1.5100223828435355,0.2615308085041679,Iris-setosa
+21,6.179366489002699,3.062445600663314,1.5100223827961499,0.26153080850296595,Iris-setosa
+22,6.179366488721094,3.0541719621330174,1.5100223827848902,1.6654274751748213,Iris-setosa
+23,6.179366489022514,3.0623690236119567,1.5100223828548125,0.26153080851152444,Iris-setosa
+24,6.179366489074484,3.0630379185047727,1.510022382985718,0.26153080850792215,Iris-setosa
+25,6.179366489007219,3.0619576397014447,1.5100223828188373,0.26153080850952704,Iris-setosa
+26,6.179366488623084,3.0540003132804396,4.899491293943311,1.6654274751351155,Iris-versicolor
+27,6.1793664886220805,3.0540000002059244,4.899491293666369,1.6654274751348692,Iris-virginica
+28,6.179366489078301,3.062897304002887,1.5100223830116215,0.26153080852030747,Iris-setosa
+29,6.1793664895007,3.062367761441325,1.5100223843046647,0.26153080853395994,Iris-setosa
+30,6.179366489023959,3.054517900436096,1.5100223867107354,1.6654274752134348,Iris-setosa
+31,6.179366488622079,3.054000000047139,4.899491293665085,1.665427475134869,Iris-virginica
+0,6.1793664890280455,3.0628622401299825,1.5100223828527548,0.26153080849582144,Iris-setosa
+1,6.179366489055892,3.0635933903012744,1.510022382920823,0.2615308085003594,Iris-setosa
+2,6.179366488950263,3.0549926920701838,1.510022383837196,1.6654274752312745,Iris-setosa
+3,6.179366488622079,3.0540000000442844,4.899491293665004,1.665427475134869,Iris-virginica
+4,6.179366489375664,3.060292587906996,1.5100223840410338,0.2615308085392409,Iris-setosa
+5,6.179366488805684,3.0542781512805783,1.5100223846003997,1.6654274751675757,Iris-setosa
+6,6.179366489290157,3.0639792305506557,1.510022383600362,0.26153080853202004,Iris-setosa
+7,6.179366489134826,3.062779359470069,1.5100223832040938,0.2615308085039843,Iris-setosa
+8,6.179366488622078,3.0540000000193723,4.899491293664765,1.665427475134869,Iris-virginica
+9,6.17936648862241,3.0540000710733897,4.899491293770168,1.6654274751349416,Iris-versicolor
+10,6.179366488622078,3.0540000000100718,4.89949129366464,1.665427475134869,Iris-virginica
+11,6.1793664886222555,3.0540000219228878,4.899491293727851,1.6654274751348885,Iris-virginica
+12,6.179366489169514,3.0641833431827106,1.5100223832375612,0.2615308085219874,Iris-setosa
+13,6.179366488622078,3.0540000000155345,4.899491293664715,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000162495,4.8994912936647275,1.665427475134869,Iris-virginica
+15,6.1793664890274185,3.0628210038563113,1.510022382860911,0.2615308084964803,Iris-setosa
+16,6.179366488999502,3.0618365936740837,1.5100223827891504,0.2615308084971371,Iris-setosa
+17,6.17936648879601,3.054624312267121,1.5100223829768074,1.665427475198093,Iris-setosa
+18,6.179366489116483,3.0633967130455746,1.5100223831189514,0.2615308085034269,Iris-setosa
+19,6.179366488622078,3.0540000000121146,4.899491293664671,1.665427475134869,Iris-virginica
+20,6.179366488810055,3.054346114273954,1.5100223834045905,1.665427475199507,Iris-setosa
+21,6.179366488622078,3.0540000000180814,4.899491293664748,1.665427475134869,Iris-virginica
+22,6.179366489070768,3.0626371076881678,1.51002238297964,0.26153080850852484,Iris-setosa
+23,6.179366488622101,3.0540000032534538,4.899491293675058,1.6654274751348734,Iris-virginica
+24,6.179366488622085,3.0540000004812127,4.899491293668291,1.6654274751348697,Iris-virginica
+25,6.179366489010991,3.0624436373762154,1.5100223828167152,0.2615308085038747,Iris-setosa
+26,6.179366488622078,3.054000000025779,4.89949129366484,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.05400000001911,4.899491293664762,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.05400000002615,4.899491293664846,1.665427475134869,Iris-virginica
+29,6.179366489060066,3.062924090515711,1.5100223829524353,0.26153080851128196,Iris-setosa
+30,6.179366488981514,3.0549046665355304,1.5100223843233023,1.6654274752314606,Iris-setosa
+31,6.179366488622078,3.0540000000135294,4.899491293664687,1.665427475134869,Iris-virginica
+0,6.179366489079827,3.063697696468651,1.5100223829873318,0.2615308085068485,Iris-setosa
+1,6.179366489123857,3.0596095322324506,1.5100223832719566,0.26153080849341087,Iris-setosa
+2,6.179366488925439,3.0600431107856543,1.5100223826556358,0.26153080851291993,Iris-setosa
+3,6.17936648934246,3.0617228638896252,1.5100223838511075,0.261530808520948,Iris-setosa
+4,6.179366488657618,3.0540894527778146,1.510022382333637,1.6654274751514808,Iris-setosa
+5,6.179366488622078,3.0540000000205447,4.899491293664782,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010649,4.899491293664648,1.665427475134869,Iris-virginica
+7,6.179366489049162,3.0581917857887033,1.5100223832343078,0.2615308084760583,Iris-setosa
+8,6.179366488622078,3.054000000009402,4.8994912936646315,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000011981,4.899491293664667,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000696996,4.899491293665251,1.665427475134869,Iris-virginica
+11,6.179366488622343,3.0540000428722807,4.8994912937469755,1.6654274751349367,Iris-versicolor
+12,6.179366488622296,3.054000060504476,4.899491293736331,1.665427475134928,Iris-versicolor
+13,6.179366488622078,3.0540000000108027,4.89949129366465,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000366727,4.899491293664965,1.665427475134869,Iris-virginica
+15,6.179366489191595,3.0623599260019576,1.510022383377174,0.2615308085052387,Iris-setosa
+16,6.179366488622078,3.0540000000188403,4.899491293664759,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000317855,4.89949129366491,1.665427475134869,Iris-virginica
+18,6.179366489075218,3.0614083620395154,1.510022383070778,0.2615308084850525,Iris-setosa
+19,6.179366488622801,3.054000095921031,4.8994912938770785,1.6654274751349776,Iris-versicolor
+20,6.179366488895897,3.054954962988758,1.510022383647955,1.6654274752139422,Iris-setosa
+21,6.179366489040536,3.0579143449067385,1.5100223832049602,0.2615308084832807,Iris-setosa
+22,6.179366488630052,3.0540073337577653,1.5100223822602845,1.6654274751380864,Iris-setosa
+23,6.179366489121278,3.0639304969190357,1.510022383120497,0.26153080850051713,Iris-setosa
diff --git a/iris/lct_gan/1/4/test.csv b/iris/lct_gan/1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/train.csv b/iris/lct_gan/1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/4/val.csv b/iris/lct_gan/1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/synth.csv b/iris/lct_gan/1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b900e0fa42d5df67bf4ac4dc38b114d191d5d9d
--- /dev/null
+++ b/iris/lct_gan/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000100433,4.8994912936646395,1.665427475134869,Iris-virginica
+1,6.179366488786488,3.0543734812605012,1.510022383078448,1.6654274751988598,Iris-setosa
+2,6.179366489221923,3.06395494262051,1.510022383420169,0.2615308085115941,Iris-setosa
+3,6.179366489137115,3.0641442746549004,1.5100223831550297,0.2615308085196518,Iris-setosa
+4,6.179366488622078,3.054000000011689,4.899491293664661,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000094554,4.899491293664631,1.665427475134869,Iris-virginica
+6,6.179366489057845,3.0584799273500636,1.5100223832509156,0.26153080847589655,Iris-setosa
+7,6.179366488622079,3.054000000082464,4.899491293665319,1.665427475134869,Iris-virginica
+8,6.179366488966943,3.0605985399195013,1.5100223827537675,0.2615308085256025,Iris-setosa
+9,6.179366488622102,3.0540000040943345,4.8994912936745,1.6654274751348765,Iris-versicolor
+10,6.179366488808783,3.055524234544331,1.5100223826754227,0.2615308084427023,Iris-setosa
+11,6.179366489135714,3.0639812598441263,1.5100223831422979,0.2615308085100014,Iris-setosa
+12,6.179366488981216,3.0606368433368614,1.5100223827960693,0.2615308085337958,Iris-setosa
+13,6.17936648862208,3.054000000132065,4.899491293665882,1.6654274751348692,Iris-virginica
+14,6.179366488638422,3.054010991019234,4.899491294842179,1.6654274751398117,Iris-versicolor
+15,6.179366488622087,3.0540000007101424,4.899491293668828,1.6654274751348703,Iris-virginica
+16,6.17936648978338,3.063595119346247,1.5100223852258903,0.2615308085475617,Iris-setosa
+17,6.179366488622078,3.0540000000143195,4.899491293664701,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000333984,4.899491293664938,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000288665,4.899491293664873,1.665427475134869,Iris-virginica
+20,6.179366489292084,3.065317134640005,1.5100223835960667,0.26153080853261296,Iris-setosa
+21,6.179366488622078,3.0540000000138625,4.899491293664693,1.665427475134869,Iris-virginica
+22,6.179366488685086,3.0541237702114694,1.5100223827924344,1.6654274751527534,Iris-setosa
+23,6.179366488622079,3.0540000000866865,4.899491293665404,1.665427475134869,Iris-virginica
+24,6.179366489495884,3.062418560589425,1.5100223843418104,0.2615308085297049,Iris-setosa
+25,6.179366489112594,3.0610100546353243,1.5100223831570128,0.26153080849964294,Iris-setosa
+26,6.179366489236946,3.063994110962834,1.510022383476319,0.26153080851788885,Iris-setosa
+27,6.179366488622078,3.054000000011382,4.899491293664656,1.665427475134869,Iris-virginica
+28,6.1793664890483,3.0611721936542313,1.510022382991482,0.26153080848517113,Iris-setosa
+29,6.179366488622078,3.054000000011259,4.899491293664658,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000016624,4.899491293664729,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000018599,4.899491293664758,1.665427475134869,Iris-virginica
+0,6.1793664891815006,3.0639197684686668,1.5100223832803157,0.2615308085218383,Iris-setosa
+1,6.179366489217092,3.061456916166001,1.510022383461344,0.2615308085169551,Iris-setosa
+2,6.17936648899144,3.062027142801583,1.5100223827776784,0.2615308085073901,Iris-setosa
+3,6.179366488756415,3.0545163424945323,1.510022382777433,1.6654274751866927,Iris-setosa
+4,6.1793664886275135,3.0540084588673846,1.5100223822104948,1.6654274751368272,Iris-setosa
+5,6.179366490815292,3.0600446498610676,1.5100223945268012,1.6654274754545824,Iris-setosa
+6,6.179366488622082,3.0540000005815884,4.89949129366695,1.66542747513487,Iris-versicolor
+7,6.179366488622078,3.054000000025709,4.899491293664846,1.665427475134869,Iris-virginica
+8,6.179366488622563,3.0540000503976144,4.899491293814066,1.6654274751349236,Iris-virginica
+9,6.179366489101641,3.0571825364828737,1.51002238369429,1.665427475313698,Iris-setosa
+10,6.17936648862293,3.0540002752273403,4.8994912938668405,1.6654274751351907,Iris-versicolor
+11,6.17936648928253,3.0645773392438516,1.5100223835904527,0.26153080852244304,Iris-setosa
+12,6.179366488622078,3.05400000001229,4.8994912936646715,1.665427475134869,Iris-virginica
+13,6.179366489001923,3.0625840957166837,1.5100223827887456,0.2615308084886155,Iris-setosa
+14,6.179366488622079,3.0540000000395358,4.899491293664984,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000094287,4.8994912936646315,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.054000000065979,4.899491293665247,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000255305,4.899491293664843,1.665427475134869,Iris-virginica
+18,6.1793664888123665,3.0541592652388023,1.5100223850471919,1.6654274751731721,Iris-setosa
+19,6.179366488622078,3.0540000000160936,4.899491293664723,1.665427475134869,Iris-virginica
+20,6.17936648910949,3.055214549046392,1.5100223852990435,1.6654274752403402,Iris-setosa
+21,6.179366489052809,3.062516296707889,1.5100223829582482,0.26153080848985893,Iris-setosa
+22,6.179366488990892,3.055938240698851,1.5100223837153395,1.665427475239264,Iris-setosa
+23,6.179366488911294,3.0552404120737204,1.5100223835965665,1.6654274752190847,Iris-setosa
+24,6.179366489084367,3.063441507223705,1.5100223830011408,0.26153080851005683,Iris-setosa
+25,6.179366488622078,3.0540000000114857,4.89949129366466,1.665427475134869,Iris-virginica
+26,6.17936648910358,3.062844385406271,1.5100223831018444,0.2615308084989828,Iris-setosa
+27,6.179366488622078,3.054000000014815,4.899491293664706,1.665427475134869,Iris-virginica
+28,6.179366488623529,3.0540011630453217,4.899491293780553,1.6654274751356246,Iris-versicolor
+29,6.1793664886220805,3.054000000165093,4.899491293666115,1.6654274751348692,Iris-virginica
+30,6.179366489085889,3.055551272102733,1.5100223842734146,1.6654274752875466,Iris-setosa
+31,6.179366489294911,3.0633040988606113,1.51002238363778,0.26153080852661426,Iris-setosa
+0,6.179366488996533,3.0619793493582907,1.5100223827868104,0.26153080850371896,Iris-setosa
+1,6.179366488622078,3.054000000010597,4.899491293664648,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000194083,4.899491293664766,1.665427475134869,Iris-virginica
+3,6.179366488622083,3.0540000003528247,4.899491293667357,1.6654274751348694,Iris-virginica
+4,6.179366488622079,3.0540000000491214,4.899491293665109,1.665427475134869,Iris-virginica
+5,6.1793664891782445,3.059524734972873,1.5100223834770212,0.2615308084956293,Iris-setosa
+6,6.179366489118081,3.0609873766166986,1.5100223832077255,0.2615308084896286,Iris-setosa
+7,6.179366488638434,3.054009960748968,4.899491294749047,1.6654274751398819,Iris-versicolor
+8,6.179366488622079,3.054000000070729,4.8994912936653225,1.665427475134869,Iris-virginica
+9,6.1793664894006515,3.060988216185556,1.510022384142133,0.26153080852960786,Iris-setosa
+10,6.1793664886254716,3.0540010303068197,4.8994912941356334,1.6654274751360323,Iris-versicolor
+11,6.179366488622078,3.0540000000096468,4.899491293664635,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000017342,4.89949129366474,1.665427475134869,Iris-virginica
+13,6.1793664890323745,3.0620308544525923,1.5100223828764827,0.26153080851171023,Iris-setosa
+14,6.1793664891973865,3.0640922270204167,1.5100223833307536,0.2615308085191065,Iris-setosa
+15,6.179366488622078,3.054000000015477,4.899491293664715,1.665427475134869,Iris-virginica
+16,6.179366490849583,3.0613839388768023,1.5100223911739523,1.6654274755217384,Iris-setosa
+17,6.179366488622079,3.054000000041551,4.89949129366502,1.665427475134869,Iris-virginica
+18,6.179366489049531,3.0629287914573498,1.5100223829162556,0.26153080850412086,Iris-setosa
+19,6.179366488622078,3.054000000010278,4.899491293664645,1.665427475134869,Iris-virginica
+20,6.17936648907628,3.062946483579998,1.5100223829898594,0.2615308085139624,Iris-setosa
+21,6.179366489282301,3.062832204815711,1.5100223836290325,0.26153080851964206,Iris-setosa
+22,6.179366488622078,3.0540000000205794,4.899491293664779,1.665427475134869,Iris-virginica
+23,6.1793664886465045,3.0540212715376636,1.5100223825130357,1.6654274751442106,Iris-setosa
+24,6.179366488622516,3.0540000444351216,4.899491293801795,1.6654274751349147,Iris-virginica
+25,6.179366489030434,3.0625708606340782,1.5100223828642283,0.26153080851227545,Iris-setosa
+26,6.179366488624058,3.0540003586540476,4.899491294152334,1.6654274751352764,Iris-versicolor
+27,6.179366488622079,3.0540000000685423,4.899491293665305,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000012918,4.899491293664681,1.665427475134869,Iris-virginica
+29,6.179366489039458,3.0629555401372532,1.5100223828861727,0.26153080850632154,Iris-setosa
+30,6.179366488789465,3.054065309796304,4.899491304483816,1.6654274751610172,Iris-versicolor
+31,6.179366488634676,3.0540079716789164,4.899491294708105,1.6654274751379474,Iris-versicolor
+0,6.179366488622083,3.0540000003528287,4.899491293667561,1.6654274751348697,Iris-virginica
+1,6.1793664886301345,3.054002032535894,4.899491295259568,1.6654274751367484,Iris-versicolor
+2,6.1793664890452975,3.0633072285286063,1.5100223828955037,0.2615308084979263,Iris-setosa
+3,6.179366488622103,3.0540000019080016,4.89949129367566,1.6654274751348723,Iris-virginica
+4,6.179366488947465,3.0550863147640945,1.5100223835322841,1.6654274752698566,Iris-setosa
+5,6.179366489277804,3.0640279070304164,1.5100223835737077,0.26153080851812255,Iris-setosa
+6,6.179366488622635,3.0540001261680825,4.899491293815093,1.6654274751350788,Iris-versicolor
+7,6.17936648903336,3.062609261853563,1.5100223828735941,0.2615308085036479,Iris-setosa
+8,6.179366488622078,3.0540000000127914,4.899491293664675,1.665427475134869,Iris-virginica
+9,6.179366489055723,3.0567121857394044,1.5100223834789868,0.2615308084876186,Iris-setosa
+10,6.179366488622891,3.054000142285708,4.8994912938899,1.665427475135079,Iris-versicolor
+11,6.179366489592556,3.0653237312524584,1.5100223844457628,0.26153080854747435,Iris-setosa
+12,6.1793664886220885,3.0540000009477124,4.899491293670009,1.6654274751348705,Iris-virginica
+13,6.179366488738631,3.0543247795000985,1.510022382802778,1.6654274751768243,Iris-setosa
+14,6.179366488622701,3.054000356184179,4.899491293730753,1.6654274751353015,Iris-versicolor
+15,6.179366488622078,3.054000000011693,4.8994912936646635,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000094927,4.899491293664632,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000247813,4.899491293664832,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000026842,4.899491293664852,1.665427475134869,Iris-virginica
+19,6.179366488977955,3.061787200783696,1.5100223827427615,0.26153080850426835,Iris-setosa
+20,6.179366488622078,3.054000000010002,4.8994912936646395,1.665427475134869,Iris-virginica
+21,6.1793664887562025,3.054391164428017,1.5100223827706374,1.6654274751981224,Iris-setosa
+22,6.179366488622078,3.0540000000188323,4.8994912936647586,1.665427475134869,Iris-virginica
+23,6.179366489666073,3.0557930765870096,1.5100223898028244,1.6654274753090654,Iris-setosa
diff --git a/iris/lct_gan/1/5/test.csv b/iris/lct_gan/1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/train.csv b/iris/lct_gan/1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/5/val.csv b/iris/lct_gan/1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/synth.csv b/iris/lct_gan/1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b0a8a4c5d14581026464c09baabd5ac7084520b
--- /dev/null
+++ b/iris/lct_gan/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648902782,3.062852701404227,1.5100223828592103,0.2615308084910659,Iris-setosa
+1,6.179366488622078,3.0540000000106007,4.8994912936646475,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000141956,4.8994912936646955,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000144514,4.8994912936647,1.665427475134869,Iris-virginica
+4,6.179366488622297,3.054000023782228,4.899491293737145,1.6654274751349034,Iris-virginica
+5,6.1793664886220965,3.0540000016148277,4.899491293673215,1.6654274751348717,Iris-virginica
+6,6.179366488622078,3.0540000000146605,4.899491293664704,1.665427475134869,Iris-virginica
+7,6.1793664888595075,3.05420245295163,1.5100223876060268,1.665427475172527,Iris-setosa
+8,6.17936648880187,3.0542214011196998,1.5100223838302298,1.6654274751896265,Iris-setosa
+9,6.179366488622078,3.0540000000202983,4.899491293664778,1.665427475134869,Iris-virginica
+10,6.179366488966746,3.0571191301176612,1.5100223830818278,0.2615308084672814,Iris-setosa
+11,6.1793664886222235,3.0540000185718186,4.899491293715104,1.6654274751348976,Iris-versicolor
+12,6.179366489009351,3.062676837084657,1.510022382809438,0.261530808497577,Iris-setosa
+13,6.179366488622078,3.0540000000146255,4.8994912936647035,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000581573,4.899491293665174,1.665427475134869,Iris-virginica
+15,6.179366489113696,3.063005783865879,1.5100223830979869,0.26153080850660043,Iris-setosa
+16,6.1793664889363,3.0561425608082526,1.5100223831219497,1.665427475262841,Iris-setosa
+17,6.179366488622078,3.0540000000151637,4.899491293664709,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000118495,4.899491293664667,1.665427475134869,Iris-virginica
+19,6.179366489094987,3.0635373042037433,1.5100223830417054,0.2615308085189941,Iris-setosa
+20,6.179366488627117,3.0540077296309205,1.510022382153533,1.6654274751373963,Iris-setosa
+21,6.17936648894864,3.061215381945621,1.5100223826856822,0.2615308085022088,Iris-setosa
+22,6.17936648992921,3.0547871114503713,1.5100224066816033,1.6654274752850526,Iris-setosa
+23,6.179366488977028,3.062042026433585,1.5100223827270305,0.26153080849127813,Iris-setosa
+24,6.179366488622078,3.0540000000162038,4.899491293664723,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000107064,4.899491293664649,1.665427475134869,Iris-virginica
+26,6.17936648898054,3.0621994765851905,1.510022382737868,0.26153080849425797,Iris-setosa
+27,6.179366488622078,3.054000000025033,4.899491293664835,1.665427475134869,Iris-virginica
+28,6.179366488622079,3.054000000030239,4.8994912936649,1.665427475134869,Iris-virginica
+29,6.1793664886221595,3.054000015297986,4.899491293695084,1.6654274751348868,Iris-versicolor
+30,6.179366488622099,3.0540000035988695,4.899491293673407,1.6654274751348779,Iris-versicolor
+31,6.179366489123197,3.0616782733653016,1.5100223831630044,0.261530808511217,Iris-setosa
+0,6.179366489018458,3.0624251869852412,1.5100223828381316,0.26153080850458854,Iris-setosa
+1,6.179366488622081,3.0540000002713725,4.899491293666723,1.6654274751348692,Iris-virginica
+2,6.179366488870383,3.054873590916558,1.510022383429142,1.6654274752071299,Iris-setosa
+3,6.17936648896633,3.0603164359288186,1.5100223827605133,0.26153080853242716,Iris-setosa
+4,6.179366488622126,3.0540000075893636,4.89949129368265,1.6654274751348848,Iris-versicolor
+5,6.179366488622213,3.054000025091844,4.899491293710543,1.665427475134902,Iris-versicolor
+6,6.179366488622083,3.0540000006858303,4.8994912936672295,1.6654274751348703,Iris-versicolor
+7,6.179366488622079,3.0540000000338456,4.899491293664937,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000011192,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000115195,4.899491293664658,1.665427475134869,Iris-virginica
+10,6.17936648862208,3.054000000100305,4.899491293665416,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.054000000016829,4.899491293664733,1.665427475134869,Iris-virginica
+12,6.179366488943533,3.060903909144036,1.5100223826791788,0.261530808504549,Iris-setosa
+13,6.1793664891421205,3.064726097483161,1.5100223831577047,0.2615308085113817,Iris-setosa
+14,6.179366489160366,3.062743969590082,1.5100223832621893,0.26153080850977,Iris-setosa
+15,6.179366489037702,3.0630139074794087,1.5100223828895336,0.26153080849883176,Iris-setosa
+16,6.1793664891002855,3.0615935147436004,1.5100223831446693,0.2615308084932638,Iris-setosa
+17,6.179366488622079,3.0540000000516154,4.8994912936651165,1.665427475134869,Iris-virginica
+18,6.179366488622979,3.0540001727538533,4.899491293906259,1.6654274751351221,Iris-versicolor
+19,6.17936648862361,3.0540007050274594,4.899491293909425,1.6654274751354896,Iris-versicolor
+20,6.179366489019495,3.0569076664283674,1.5100223834184512,1.665427475278645,Iris-setosa
+21,6.179366488622078,3.0540000000247836,4.899491293664827,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000429925,4.89949129366504,1.665427475134869,Iris-virginica
+23,6.179366489850446,3.0607116535103254,1.5100223862848292,1.6654274754709422,Iris-setosa
+24,6.179366489174462,3.062101416874511,1.5100223833178323,0.2615308085103738,Iris-setosa
+25,6.179366488622078,3.054000000012434,4.899491293664675,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000158187,4.89949129366472,1.665427475134869,Iris-virginica
+27,6.179366489131115,3.063788017334654,1.51002238314798,0.26153080851699706,Iris-setosa
+28,6.179366488622143,3.054000007886875,4.899491293688651,1.6654274751348888,Iris-versicolor
+29,6.179366489342196,3.061695719976443,1.5100223838610303,0.2615308085197504,Iris-setosa
+30,6.179366489565605,3.063045788557238,1.5100223844786036,0.26153080854697514,Iris-setosa
+31,6.179366489135652,3.057616409448647,1.5100223836153603,0.2615308084994105,Iris-setosa
+0,6.179366488622078,3.054000000014406,4.899491293664702,1.665427475134869,Iris-virginica
+1,6.179366489294815,3.0644384328580885,1.5100223836130224,0.2615308085291059,Iris-setosa
+2,6.179366488622078,3.0540000000219867,4.899491293664799,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000358924,4.899491293664956,1.665427475134869,Iris-virginica
+4,6.179366489366955,3.064089515929417,1.5100223838098152,0.261530808523819,Iris-setosa
+5,6.179366488622079,3.0540000000429037,4.899491293665033,1.665427475134869,Iris-virginica
+6,6.179366488983688,3.0554867345734387,1.5100223838298878,1.6654274752311722,Iris-setosa
+7,6.179366488627072,3.0540080182421483,1.5100223821978647,1.6654274751366471,Iris-setosa
+8,6.179366488622078,3.054000000009535,4.899491293664632,1.665427475134869,Iris-virginica
+9,6.179366488980981,3.0617395401581042,1.510022382756814,0.2615308085055822,Iris-setosa
+10,6.179366488622078,3.0540000000145997,4.8994912936647,1.665427475134869,Iris-virginica
+11,6.179366488938319,3.0604420605445424,1.5100223826786168,0.2615308085114046,Iris-setosa
+12,6.179366488622078,3.054000000023951,4.899491293664822,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000109195,4.899491293664653,1.665427475134869,Iris-virginica
+14,6.17936648862616,3.0540052223918224,1.5100223821322714,1.665427475137457,Iris-setosa
+15,6.179366488622081,3.0540000002647276,4.8994912936667525,1.6654274751348694,Iris-virginica
+16,6.179366488976463,3.0555554192348087,1.5100223835843956,1.6654274752604075,Iris-setosa
+17,6.179366488622078,3.054000000023568,4.899491293664819,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.054000000036674,4.899491293664959,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.054000000067875,4.899491293665291,1.665427475134869,Iris-virginica
+20,6.179366488622081,3.0540000003089376,4.899491293666784,1.6654274751348694,Iris-virginica
+21,6.179366489146916,3.061466144983789,1.5100223832559225,0.26153080849908705,Iris-setosa
+22,6.179366488622078,3.0540000000270573,4.899491293664855,1.665427475134869,Iris-virginica
+23,6.179366488622165,3.0540000230087125,4.899491293692748,1.6654274751349218,Iris-versicolor
+24,6.179366489142265,3.0601058216690906,1.5100223833539672,0.26153080848978844,Iris-setosa
+25,6.17936648895528,3.061258249864618,1.5100223827033121,0.2615308085052865,Iris-setosa
+26,6.179366488622078,3.054000000011227,4.899491293664658,1.665427475134869,Iris-virginica
+27,6.179366488622081,3.0540000002234895,4.8994912936665,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.05400000001692,4.8994912936647355,1.665427475134869,Iris-virginica
+29,6.179366488622101,3.054000004041859,4.899491293674376,1.665427475134877,Iris-versicolor
+30,6.179366488622078,3.0540000000112495,4.8994912936646555,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000121483,4.899491293664669,1.665427475134869,Iris-virginica
+0,6.179366488622084,3.0540000004895065,4.899491293667975,1.6654274751348697,Iris-virginica
+1,6.1793664888594035,3.0549692582987187,1.5100223830840638,1.665427475239365,Iris-setosa
+2,6.17936648862211,3.0540000030020393,4.899491293678052,1.6654274751348739,Iris-virginica
+3,6.17936648926425,3.063215889393567,1.510022383565787,0.2615308085096254,Iris-setosa
+4,6.179366488663214,3.05407142721482,1.5100223824192,1.6654274751541578,Iris-setosa
+5,6.179366488998163,3.0621305643225796,1.5100223827850183,0.2615308084938148,Iris-setosa
+6,6.179366490116209,3.064368561088212,1.5100223866539904,1.6654274754914173,Iris-setosa
+7,6.179366489016712,3.061980308060601,1.5100223828405637,0.26153080851412097,Iris-setosa
+8,6.1793664892248295,3.06274740433631,1.5100223834508741,0.26153080851653,Iris-setosa
+9,6.179366488622078,3.0540000000162455,4.899491293664725,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000012545,4.8994912936646715,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000059743,4.899491293665222,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000226732,4.899491293664808,1.665427475134869,Iris-virginica
+13,6.179366489032113,3.061294435040896,1.5100223829276391,0.2615308084919005,Iris-setosa
+14,6.179366489105353,3.06379617958606,1.5100223830676451,0.26153080850894495,Iris-setosa
+15,6.17936648915729,3.064088023541438,1.5100223832005126,0.2615308085141902,Iris-setosa
+16,6.179366488994522,3.0619760772131266,1.510022382783,0.26153080850725063,Iris-setosa
+17,6.179366488622078,3.054000000020455,4.89949129366478,1.665427475134869,Iris-virginica
+18,6.179366488622083,3.054000000444846,4.899491293667493,1.66542747513487,Iris-virginica
+19,6.179366488622078,3.0540000000125356,4.899491293664672,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000117025,4.89949129366466,1.665427475134869,Iris-virginica
+21,6.179366489176736,3.061851211670685,1.5100223833407838,0.2615308085103253,Iris-setosa
+22,6.1793664891274505,3.055537100252862,1.510022384530931,1.6654274752853975,Iris-setosa
+23,6.179366488622078,3.054000000013766,4.899491293664691,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/6/test.csv b/iris/lct_gan/1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/train.csv b/iris/lct_gan/1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/6/val.csv b/iris/lct_gan/1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/synth.csv b/iris/lct_gan/1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4a906f40a709698599d9b7ac533d3ca8d692fc9
--- /dev/null
+++ b/iris/lct_gan/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622095,3.05400000110861,4.899491293672707,1.6654274751348703,Iris-virginica
+1,6.179366488622078,3.0540000000125027,4.899491293664675,1.665427475134869,Iris-virginica
+2,6.179366488844357,3.054390352579823,1.510022385242792,1.6654274751715303,Iris-setosa
+3,6.179366489003037,3.0621650759958325,1.5100223828028236,0.26153080850336935,Iris-setosa
+4,6.179366488714331,3.0540700211017477,1.51002238360579,1.6654274751606923,Iris-setosa
+5,6.179366488622079,3.054000000074597,4.899491293665301,1.665427475134869,Iris-virginica
+6,6.179366488714242,3.0540341827796493,4.89949130134306,1.6654274751500624,Iris-versicolor
+7,6.179366488622093,3.0540000009962602,4.8994912936719,1.66542747513487,Iris-virginica
+8,6.1793664892766875,3.0631717206660616,1.5100223836159112,0.26153080852400645,Iris-setosa
+9,6.17936648862208,3.0540000001012215,4.8994912936655535,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.054000000018569,4.899491293664758,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000014363,4.8994912936647,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.054000000035041,4.899491293664943,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000026205,4.899491293664847,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000212273,4.899491293664787,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000284975,4.899491293664882,1.665427475134869,Iris-virginica
+16,6.179366489010721,3.0619400699320716,1.5100223828237807,0.26153080850092847,Iris-setosa
+17,6.179366488990887,3.062279591417113,1.5100223827688235,0.261530808499429,Iris-setosa
+18,6.179366488957063,3.061737277427463,1.5100223826870702,0.26153080849180527,Iris-setosa
+19,6.179366489201741,3.0639183436969715,1.5100223833430155,0.26153080852527083,Iris-setosa
+20,6.179366488622078,3.054000000009946,4.8994912936646395,1.665427475134869,Iris-virginica
+21,6.179366489021397,3.062466026415723,1.5100223828413628,0.2615308085092651,Iris-setosa
+22,6.179366489374701,3.060686439881056,1.5100223840619083,0.261530808522666,Iris-setosa
+23,6.179366489275208,3.065705782575077,1.5100223835245878,0.2615308085289785,Iris-setosa
+24,6.179366488758244,3.0541698310881076,1.5100223834639381,1.6654274751774738,Iris-setosa
+25,6.179366488839223,3.05518410370778,1.5100223828754034,1.6654274752396518,Iris-setosa
+26,6.179366488622079,3.0540000000348213,4.899491293664937,1.665427475134869,Iris-virginica
+27,6.179366489046963,3.063321708877772,1.510022382908899,0.26153080849396276,Iris-setosa
+28,6.17936648898022,3.0614468799775856,1.5100223827630528,0.261530808510245,Iris-setosa
+29,6.1793664890890865,3.06314339588278,1.5100223830391015,0.26153080850133986,Iris-setosa
+30,6.179366488622078,3.0540000000199994,4.899491293664772,1.665427475134869,Iris-virginica
+31,6.179366489134197,3.062358962469913,1.510022383210165,0.2615308084918727,Iris-setosa
+0,6.179366489159113,3.0578778417729353,1.5100223837587714,0.2615308084881219,Iris-setosa
+1,6.179366489089721,3.063635569983097,1.5100223830258568,0.26153080851433136,Iris-setosa
+2,6.179366488622078,3.054000000011645,4.8994912936646635,1.665427475134869,Iris-virginica
+3,6.179366488622085,3.0540000004645083,4.899491293668169,1.6654274751348697,Iris-virginica
+4,6.1793664891804445,3.0615304198962665,1.5100223833588282,0.26153080850081406,Iris-setosa
+5,6.179366489271879,3.058830570103884,1.5100223838746698,0.2615308085208672,Iris-setosa
+6,6.179366488622078,3.054000000012465,4.899491293664676,1.665427475134869,Iris-virginica
+7,6.179366488622082,3.0540000004554337,4.8994912936670625,1.6654274751348697,Iris-virginica
+8,6.179366488622078,3.054000000018794,4.8994912936647586,1.665427475134869,Iris-virginica
+9,6.179366488622097,3.0540000034337837,4.899491293673302,1.665427475134874,Iris-versicolor
+10,6.179366488622079,3.054000000034734,4.899491293664957,1.665427475134869,Iris-virginica
+11,6.179366488622099,3.0540000019894262,4.899491293674372,1.6654274751348714,Iris-virginica
+12,6.179366489105732,3.058257905659783,1.5100223834825308,0.2615308084830336,Iris-setosa
+13,6.179366488688502,3.0540240686504494,4.899491298796128,1.665427475147434,Iris-versicolor
+14,6.179366489133815,3.0605862454277015,1.5100223832572546,0.26153080849407345,Iris-setosa
+15,6.179366488622078,3.054000000012574,4.899491293664675,1.665427475134869,Iris-virginica
+16,6.179366488622088,3.054000000780713,4.899491293669609,1.66542747513487,Iris-virginica
+17,6.179366488622078,3.054000000011551,4.899491293664661,1.665427475134869,Iris-virginica
+18,6.179366489029166,3.0619515268674036,1.5100223828774737,0.26153080849575455,Iris-setosa
+19,6.179366491650524,3.0594977741871263,1.5100224044464259,1.6654274755365277,Iris-setosa
+20,6.179366488622079,3.0540000000694065,4.899491293665261,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000012056,4.899491293664666,1.665427475134869,Iris-virginica
+22,6.179366489194832,3.063363846701895,1.5100223833489954,0.26153080851483096,Iris-setosa
+23,6.1793664922881755,3.066345216892034,1.5100223973381377,1.6654274757035241,Iris-setosa
+24,6.179366488622079,3.0540000000514715,4.899491293665103,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000012019,4.899491293664665,1.665427475134869,Iris-virginica
+26,6.179366488981281,3.062236910247852,1.510022382742465,0.26153080849704247,Iris-setosa
+27,6.179366489006465,3.0631983960949913,1.510022382792333,0.2615308084883247,Iris-setosa
+28,6.179366489058286,3.0629799624950107,1.5100223829450516,0.2615308085062119,Iris-setosa
+29,6.179366488622078,3.054000000022465,4.899491293664806,1.665427475134869,Iris-virginica
+30,6.1793664886220805,3.05400000016034,4.899491293666077,1.6654274751348692,Iris-virginica
+31,6.179366488622079,3.0540000000319307,4.899491293664922,1.665427475134869,Iris-virginica
+0,6.179366488622099,3.054000001624732,4.899491293674615,1.6654274751348708,Iris-virginica
+1,6.179366489097045,3.0553054579325774,1.510022384271617,1.66542747530855,Iris-setosa
+2,6.1793664889954405,3.062298894256237,1.510022382780252,0.26153080850264393,Iris-setosa
+3,6.179366488622079,3.054000000062856,4.89949129366526,1.665427475134869,Iris-virginica
+4,6.17936648935127,3.0627392332303907,1.5100223838394957,0.2615308085083135,Iris-setosa
+5,6.179366489141092,3.0564449728265646,1.5100223844080016,1.6654274752627278,Iris-setosa
+6,6.179366488630912,3.054004015698679,4.899491294791078,1.6654274751369929,Iris-versicolor
+7,6.17936648897562,3.0615167606019758,1.51002238274111,0.261530808504413,Iris-setosa
+8,6.179366488622078,3.0540000000097125,4.899491293664635,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000027951,4.899491293664871,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000020841,4.899491293664785,1.665427475134869,Iris-virginica
+11,6.179366488963383,3.0614761980762752,1.5100223827185186,0.2615308085043264,Iris-setosa
+12,6.179366488622078,3.0540000000112046,4.899491293664655,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000152725,4.899491293664712,1.665427475134869,Iris-virginica
+14,6.1793664890928275,3.063565548491449,1.510022383036806,0.26153080849660704,Iris-setosa
+15,6.179366488752877,3.0543976787840528,1.5100223830477575,1.665427475170107,Iris-setosa
+16,6.179366489142472,3.061182695107076,1.510022383233822,0.26153080851480803,Iris-setosa
+17,6.17936648862208,3.0540000001094216,4.899491293665611,1.6654274751348692,Iris-virginica
+18,6.179366489106254,3.0634232959045917,1.5100223830755584,0.2615308085139005,Iris-setosa
+19,6.17936648922359,3.06472817265911,1.5100223833854074,0.26153080852421995,Iris-setosa
+20,6.1793664889117705,3.0543982069859608,1.5100223854062846,1.6654274751946458,Iris-setosa
+21,6.179366489070995,3.063006326406061,1.51002238298095,0.26153080851818533,Iris-setosa
+22,6.179366488622078,3.054000000024908,4.899491293664831,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000020978,4.899491293664786,1.665427475134869,Iris-virginica
+24,6.1793664886273305,3.054005215129927,1.510022382221726,1.665427475136815,Iris-setosa
+25,6.179366488622078,3.0540000000142347,4.8994912936647,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.054000000080407,4.899491293665441,1.665427475134869,Iris-virginica
+27,6.179366488622137,3.0540000075953446,4.899491293687954,1.6654274751348825,Iris-versicolor
+28,6.179366488622079,3.0540000000729792,4.899491293665338,1.665427475134869,Iris-virginica
+29,6.1793664890178395,3.0625215152360807,1.5100223828357295,0.2615308085037526,Iris-setosa
+30,6.179366488622078,3.054000000011791,4.8994912936646635,1.665427475134869,Iris-virginica
+31,6.179366489101957,3.0632026985835283,1.5100223830678305,0.26153080851242366,Iris-setosa
+0,6.179366488622078,3.0540000000253937,4.89949129366484,1.665427475134869,Iris-virginica
+1,6.179366488642218,3.0540105579726875,4.899491295081142,1.6654274751407716,Iris-versicolor
+2,6.179366489046623,3.058520392878595,1.5100223831449169,0.2615308084808528,Iris-setosa
+3,6.179366488623285,3.0540003120751433,4.899491293993034,1.6654274751352172,Iris-versicolor
+4,6.179366489087944,3.057368669421835,1.5100223833869921,0.26153080849896426,Iris-setosa
+5,6.179366488999085,3.061718938120384,1.5100223828088177,0.26153080851623156,Iris-setosa
+6,6.179366488622078,3.0540000000276666,4.899491293664865,1.665427475134869,Iris-virginica
+7,6.179366489481618,3.065109216982073,1.5100223841538551,0.26153080853309013,Iris-setosa
+8,6.179366488622078,3.0540000000108503,4.899491293664653,1.665427475134869,Iris-virginica
+9,6.179366488989543,3.0617860255482867,1.5100223827801427,0.2615308085097587,Iris-setosa
+10,6.179366488622087,3.054000000589536,4.899491293669115,1.6654274751348699,Iris-virginica
+11,6.179366488794061,3.0540934942531575,1.510022386950479,1.6654274751639593,Iris-setosa
+12,6.179366488622098,3.054000002551489,4.899491293673611,1.6654274751348745,Iris-versicolor
+13,6.179366489079734,3.0630902462638607,1.5100223830029766,0.26153080850951976,Iris-setosa
+14,6.179366489030764,3.062736903688421,1.5100223828697656,0.26153080850573285,Iris-setosa
+15,6.179366488622078,3.0540000000144096,4.899491293664702,1.665427475134869,Iris-virginica
+16,6.179366489007844,3.061594787378657,1.510022382826701,0.2615308084923206,Iris-setosa
+17,6.1793664886223265,3.054000139208818,4.899491293711101,1.665427475135009,Iris-versicolor
+18,6.179366488834805,3.054748988141862,1.510022383067328,1.6654274752204028,Iris-setosa
+19,6.179366488700307,3.054196880859198,1.510022382758195,1.665427475159802,Iris-setosa
+20,6.17936648862254,3.0540000651471213,4.8994912938099695,1.6654274751349278,Iris-virginica
+21,6.179366489528473,3.059768198269732,1.5100223850020962,1.6654274754023886,Iris-setosa
+22,6.1793664886221045,3.0540000021699063,4.89949129367651,1.6654274751348719,Iris-virginica
+23,6.179366488622088,3.0540000009944377,4.8994912936691755,1.6654274751348705,Iris-virginica
diff --git a/iris/lct_gan/1/7/test.csv b/iris/lct_gan/1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/train.csv b/iris/lct_gan/1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/7/val.csv b/iris/lct_gan/1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/synth.csv b/iris/lct_gan/1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39bd55f7867a976dd7a421a04e4df02e74387e53
--- /dev/null
+++ b/iris/lct_gan/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622082,3.0540000003604915,4.899491293666857,1.6654274751348694,Iris-virginica
+1,6.179366489264748,3.0570674954254824,1.5100223845710872,1.665427475335776,Iris-setosa
+2,6.179366488622078,3.0540000000147747,4.899491293664706,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000253125,4.8994912936648385,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000019006,4.89949129366476,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000184766,4.899491293664754,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000642373,4.899491293665264,1.665427475134869,Iris-virginica
+7,6.179366488622082,3.054000000332673,4.899491293667049,1.6654274751348694,Iris-virginica
+8,6.179366488622078,3.0540000000226484,4.899491293664806,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000318672,4.899491293664913,1.665427475134869,Iris-virginica
+10,6.179366489057828,3.0626045085898004,1.5100223829434365,0.2615308085042238,Iris-setosa
+11,6.179366489366683,3.0586063359926974,1.5100223845024836,1.6654274753867677,Iris-setosa
+12,6.179366488622078,3.0540000000132133,4.899491293664683,1.665427475134869,Iris-virginica
+13,6.179366489534697,3.0638402581585202,1.5100223843327982,0.2615308085422201,Iris-setosa
+14,6.179366488622147,3.0540000155686218,4.8994912936907555,1.6654274751348928,Iris-versicolor
+15,6.179366489068792,3.063742932567494,1.5100223829600925,0.26153080850265603,Iris-setosa
+16,6.179366489381706,3.0646338994603255,1.510022383851848,0.261530808531236,Iris-setosa
+17,6.179366488622078,3.054000000021255,4.899491293664789,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000775223,4.899491293665359,1.665427475134869,Iris-virginica
+19,6.17936648862208,3.0540000001191943,4.89949129366574,1.6654274751348692,Iris-virginica
+20,6.179366488622091,3.0540000015568083,4.899491293670873,1.6654274751348712,Iris-virginica
+21,6.17936648862672,3.054003342943146,1.5100223821986787,1.665427475137213,Iris-setosa
+22,6.179366488622081,3.054000000365686,4.899491293666448,1.6654274751348697,Iris-virginica
+23,6.179366488630951,3.054013068856883,1.510022382219224,1.6654274751389007,Iris-setosa
+24,6.179366488622079,3.0540000000362886,4.89949129366497,1.665427475134869,Iris-virginica
+25,6.179366488985196,3.0615381603508545,1.5100223827761108,0.26153080851520366,Iris-setosa
+26,6.179366488626585,3.0540018966685594,4.899491294312675,1.6654274751362261,Iris-versicolor
+27,6.179366488627455,3.0540017075173194,4.899491294485416,1.6654274751365112,Iris-versicolor
+28,6.179366488955597,3.0611303633232088,1.5100223827048034,0.2615308085048092,Iris-setosa
+29,6.179366488622078,3.054000000012273,4.89949129366467,1.665427475134869,Iris-virginica
+30,6.179366489216357,3.063908432276699,1.5100223834073738,0.2615308085150074,Iris-setosa
+31,6.179366488819908,3.0544294973268813,1.5100223836830582,1.6654274751844986,Iris-setosa
+0,6.179366489140306,3.063625469398221,1.5100223831705277,0.2615308085199027,Iris-setosa
+1,6.179366488622078,3.05400000001387,4.899491293664694,1.665427475134869,Iris-virginica
+2,6.179366488994001,3.0613763626331894,1.5100223828070334,0.2615308085215443,Iris-setosa
+3,6.179366488637977,3.0540038271649124,4.899491295905473,1.665427475138424,Iris-versicolor
+4,6.179366488622078,3.0540000000287892,4.899491293664879,1.665427475134869,Iris-virginica
+5,6.179366489023008,3.06314858060283,1.5100223828334327,0.2615308084963327,Iris-setosa
+6,6.179366488673721,3.054127115016468,1.510022382474723,1.665427475155848,Iris-setosa
+7,6.1793664889673225,3.0610645123073534,1.5100223827419668,0.26153080851580013,Iris-setosa
+8,6.179366488622078,3.0540000000184246,4.899491293664755,1.665427475134869,Iris-virginica
+9,6.17936648920058,3.065128260625442,1.5100223833269477,0.2615308085266955,Iris-setosa
+10,6.179366488622079,3.054000000040975,4.899491293665008,1.665427475134869,Iris-virginica
+11,6.179366488623334,3.0540002594717954,4.899491293977169,1.6654274751353213,Iris-versicolor
+12,6.1793664891157665,3.063641863932184,1.510022383104384,0.2615308085166206,Iris-setosa
+13,6.179366488622078,3.0540000000159444,4.89949129366472,1.665427475134869,Iris-virginica
+14,6.179366489075221,3.06330938259022,1.5100223829884443,0.26153080850103444,Iris-setosa
+15,6.17936648895031,3.060379199536857,1.510022382715701,0.2615308085201334,Iris-setosa
+16,6.179366489175177,3.0594762935401936,1.510022383460652,0.261530808505358,Iris-setosa
+17,6.179366489154975,3.0643173811960374,1.5100223832072814,0.2615308085079855,Iris-setosa
+18,6.179366488622623,3.0540002800696278,4.8994912937646795,1.6654274751351164,Iris-versicolor
+19,6.179366488622289,3.0540000241060707,4.89949129373612,1.665427475134906,Iris-virginica
+20,6.179366489121311,3.0639980769798636,1.5100223831076203,0.26153080851838173,Iris-setosa
+21,6.179366489729558,3.059164109157717,1.5100223863853914,1.6654274754019665,Iris-setosa
+22,6.179366489152893,3.063218407295184,1.5100223832480648,0.2615308084964874,Iris-setosa
+23,6.179366489350542,3.0550984922354507,1.5100223891430464,1.6654274752525229,Iris-setosa
+24,6.1793664886220805,3.0540000001431418,4.89949129366598,1.6654274751348692,Iris-virginica
+25,6.179366488745964,3.0541401850328334,1.5100223832525617,1.6654274751796543,Iris-setosa
+26,6.179366488622078,3.0540000000177083,4.8994912936647435,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000103182,4.899491293664645,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000012053,4.899491293664667,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000013093,4.899491293664682,1.665427475134869,Iris-virginica
+30,6.17936648862208,3.054000000129156,4.899491293665556,1.6654274751348692,Iris-virginica
+31,6.179366488622078,3.0540000000145384,4.8994912936647,1.665427475134869,Iris-virginica
+0,6.179366488622083,3.0540000006207526,4.899491293667171,1.66542747513487,Iris-versicolor
+1,6.179366488622078,3.054000000024994,4.899491293664836,1.665427475134869,Iris-virginica
+2,6.179366488694361,3.0541987512745257,1.510022382531852,1.6654274751677796,Iris-setosa
+3,6.179366488622078,3.0540000000128056,4.899491293664678,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000009447,4.899491293664632,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000307956,4.899491293664905,1.665427475134869,Iris-virginica
+6,6.1793664892113265,3.0595628818263374,1.5100223835754936,0.26153080850490856,Iris-setosa
+7,6.1793664892602616,3.059692373449532,1.5100223837674327,0.26153080851249516,Iris-setosa
+8,6.179366488622079,3.054000000050974,4.899491293665099,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000011463,4.89949129366466,1.665427475134869,Iris-virginica
+10,6.179366489033204,3.0623149458790464,1.5100223828783579,0.26153080850678345,Iris-setosa
+11,6.179366489142698,3.0610344633088338,1.5100223832467066,0.2615308085137929,Iris-setosa
+12,6.179366489119117,3.0643202476434985,1.510022383098373,0.2615308085085246,Iris-setosa
+13,6.179366488622079,3.0540000000588456,4.899491293665149,1.665427475134869,Iris-virginica
+14,6.179366488622082,3.0540000003840526,4.899491293666992,1.6654274751348697,Iris-virginica
+15,6.179366488623074,3.0540003688910473,4.899491293910159,1.6654274751351632,Iris-versicolor
+16,6.179366488622078,3.0540000000264196,4.899491293664851,1.665427475134869,Iris-virginica
+17,6.1793664896469895,3.06187886753573,1.5100223850094867,0.26153080853931154,Iris-setosa
+18,6.179366488622078,3.0540000000171195,4.899491293664737,1.665427475134869,Iris-virginica
+19,6.179366489150906,3.0579350427341945,1.5100223836672337,0.26153080849708565,Iris-setosa
+20,6.179366488622078,3.0540000000234575,4.899491293664816,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000103844,4.899491293664646,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000014143,4.899491293664696,1.665427475134869,Iris-virginica
+23,6.179366488622083,3.054000000843867,4.899491293667411,1.6654274751348705,Iris-versicolor
+24,6.179366489015304,3.061952856654319,1.5100223828350863,0.2615308084918275,Iris-setosa
+25,6.179366489101206,3.056718539456457,1.5100223836759086,1.665427475333118,Iris-setosa
+26,6.179366488622098,3.0540000020451603,4.899491293674008,1.6654274751348719,Iris-virginica
+27,6.179366489756905,3.061022546743763,1.5100223856671295,1.6654274754569136,Iris-setosa
+28,6.179366488892575,3.055606196246625,1.5100223831814799,1.6654274752261622,Iris-setosa
+29,6.179366488622078,3.0540000000204746,4.899491293664781,1.665427475134869,Iris-virginica
+30,6.179366488624422,3.0540004164278756,4.899491294239546,1.6654274751354552,Iris-versicolor
+31,6.179366489012924,3.0623199744376786,1.5100223828176778,0.2615308084990599,Iris-setosa
+0,6.179366488622078,3.0540000000128975,4.89949129366468,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000214023,4.899491293664793,1.665427475134869,Iris-virginica
+2,6.179366488622204,3.0540000403226664,4.899491293707977,1.6654274751349107,Iris-versicolor
+3,6.179366488622078,3.054000000013175,4.899491293664682,1.665427475134869,Iris-virginica
+4,6.1793664889450595,3.054888190902274,1.5100223837521474,1.6654274752476106,Iris-setosa
+5,6.179366488622079,3.054000000074611,4.89949129366534,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000207175,4.8994912936647825,1.665427475134869,Iris-virginica
+7,6.179366489188845,3.061686643295294,1.51002238338921,0.2615308085034685,Iris-setosa
+8,6.179366488647899,3.054022494906912,1.5100223828674866,1.6654274751412574,Iris-setosa
+9,6.1793664886220805,3.0540000001883802,4.899491293666152,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.0540000000164667,4.899491293664728,1.665427475134869,Iris-virginica
+11,6.179366488655433,3.0540561445134227,1.5100223824939683,1.6654274751478217,Iris-setosa
+12,6.1793664889945354,3.0623698937691333,1.51002238277108,0.261530808490816,Iris-setosa
+13,6.179366488978112,3.061392951161491,1.5100223827621764,0.26153080851259297,Iris-setosa
+14,6.179366488622078,3.0540000000154657,4.899491293664715,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000009669,4.899491293664635,1.665427475134869,Iris-virginica
+16,6.179366488961566,3.0615297437334283,1.5100223827096046,0.26153080850115545,Iris-setosa
+17,6.17936648862208,3.0540000000923713,4.899491293665511,1.6654274751348692,Iris-virginica
+18,6.179366488622078,3.0540000000112895,4.8994912936646555,1.665427475134869,Iris-virginica
+19,6.179366489449079,3.0595264555658095,1.5100223848925047,1.6654274753730733,Iris-setosa
+20,6.1793664890632565,3.0638228018879095,1.5100223829442794,0.26153080850049176,Iris-setosa
+21,6.179366489013507,3.0616282260458814,1.5100223828401425,0.261530808517265,Iris-setosa
+22,6.179366488622137,3.0540000086175105,4.8994912936861414,1.6654274751348939,Iris-versicolor
+23,6.179366488622078,3.0540000000132177,4.899491293664685,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/8/test.csv b/iris/lct_gan/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/train.csv b/iris/lct_gan/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/8/val.csv b/iris/lct_gan/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/synth.csv b/iris/lct_gan/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07b703824d83f691bb878ac6ad3dd612ed3baf87
--- /dev/null
+++ b/iris/lct_gan/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622085,3.054000000596988,4.899491293668482,1.6654274751348699,Iris-virginica
+1,6.179366488622085,3.054000000460406,4.899491293668298,1.6654274751348699,Iris-virginica
+2,6.1793664886220805,3.054000000207961,4.89949129366619,1.6654274751348692,Iris-virginica
+3,6.179366488622082,3.0540000004656394,4.89949129366724,1.6654274751348697,Iris-virginica
+4,6.179366489026619,3.062078429752874,1.5100223828742707,0.2615308085152757,Iris-setosa
+5,6.1793664891504365,3.0604761081607994,1.5100223833069941,0.261530808499303,Iris-setosa
+6,6.179366488946315,3.060865737336943,1.5100223826901256,0.2615308085087011,Iris-setosa
+7,6.179366488998135,3.061797347251051,1.51002238279688,0.2615308085102654,Iris-setosa
+8,6.179366488939433,3.0607651323561504,1.5100223826722083,0.2615308085055252,Iris-setosa
+9,6.1793664886220805,3.0540000001884198,4.89949129366629,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.054000000031894,4.89949129366491,1.665427475134869,Iris-virginica
+11,6.179366489343184,3.061685704716878,1.5100223839276485,0.26153080851150423,Iris-setosa
+12,6.179366488622122,3.0540000122209063,4.899491293681183,1.6654274751348945,Iris-versicolor
+13,6.179366488622078,3.0540000000195637,4.899491293664768,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000095633,4.899491293664633,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000090872,4.899491293664627,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000017297,4.89949129366474,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000175587,4.899491293664743,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000166834,4.899491293664729,1.665427475134869,Iris-virginica
+19,6.179366489038256,3.06293637575052,1.5100223828807224,0.26153080849721483,Iris-setosa
+20,6.179366488796929,3.0549618351979393,1.5100223829514188,1.6654274751858626,Iris-setosa
+21,6.179366488793404,3.0549191007003595,1.5100223827340582,1.6654274752169647,Iris-setosa
+22,6.179366489191184,3.0604972684353395,1.510022383491053,0.26153080849240123,Iris-setosa
+23,6.179366489047754,3.0625216528835155,1.510022382915029,0.26153080850654004,Iris-setosa
+24,6.17936648918649,3.0648009527341475,1.5100223832902204,0.2615308085161851,Iris-setosa
+25,6.179366489315055,3.063166806411147,1.5100223837121307,0.2615308085322654,Iris-setosa
+26,6.179366488622082,3.054000000303852,4.899491293667155,1.6654274751348692,Iris-virginica
+27,6.17936648875396,3.054189399952533,1.5100223836619646,1.6654274751678302,Iris-setosa
+28,6.179366488980671,3.0615449018553442,1.5100223827601553,0.2615308085088356,Iris-setosa
+29,6.1793664887681,3.054512240943077,1.5100223828522101,1.6654274751922324,Iris-setosa
+30,6.179366489110309,3.0637515616932407,1.5100223830674635,0.2615308085134453,Iris-setosa
+31,6.179366488622094,3.054000002618346,4.8994912936717965,1.665427475134873,Iris-versicolor
+0,6.17936648905751,3.062773538834969,1.5100223829411474,0.26153080850702054,Iris-setosa
+1,6.179366489218726,3.06348129618692,1.5100223834278135,0.26153080851448834,Iris-setosa
+2,6.179366488623381,3.0540002807327924,4.899491293993283,1.6654274751353348,Iris-versicolor
+3,6.179366489222935,3.0586123047396576,1.5100223838796023,0.2615308084978755,Iris-setosa
+4,6.1793664886265836,3.0540013812979923,4.899491294551423,1.6654274751359777,Iris-versicolor
+5,6.179366488622078,3.054000000012722,4.8994912936646795,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000012183,4.8994912936646715,1.665427475134869,Iris-virginica
+7,6.179366488642074,3.054034478415374,1.510022382297196,1.665427475144114,Iris-setosa
+8,6.179366488622078,3.0540000000098098,4.899491293664637,1.665427475134869,Iris-virginica
+9,6.179366489273579,3.063662702626898,1.5100223835597553,0.2615308085203779,Iris-setosa
+10,6.179366489030317,3.055288070485684,1.5100223846828225,1.665427475225861,Iris-setosa
+11,6.179366488622078,3.054000000010314,4.899491293664644,1.665427475134869,Iris-virginica
+12,6.179366488969132,3.061652131622041,1.5100223827241461,0.26153080850053084,Iris-setosa
+13,6.179366488622078,3.0540000000106757,4.8994912936646475,1.665427475134869,Iris-virginica
+14,6.179366489078422,3.063604218566158,1.51002238298656,0.26153080850132343,Iris-setosa
+15,6.179366488622498,3.0540000975540953,4.899491293788674,1.6654274751349987,Iris-versicolor
+16,6.179366489052201,3.0629939413567384,1.5100223829234454,0.26153080850671573,Iris-setosa
+17,6.179366489200797,3.058905645510271,1.5100223839299611,1.665427475305918,Iris-setosa
+18,6.1793664886220805,3.0540000001644945,4.8994912936662285,1.6654274751348692,Iris-virginica
+19,6.179366488622088,3.0540000007261336,4.899491293669342,1.66542747513487,Iris-virginica
+20,6.179366488990605,3.0564780152543163,1.5100223833784054,1.6654274752638776,Iris-setosa
+21,6.179366488622078,3.0540000000192298,4.899491293664766,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000153005,4.899491293664712,1.665427475134869,Iris-virginica
+23,6.179366488622081,3.054000000194192,4.899491293666499,1.6654274751348692,Iris-virginica
+24,6.179366488928942,3.0560025618962845,1.5100223830838162,0.2615308084655084,Iris-setosa
+25,6.179366488622078,3.0540000000104555,4.899491293664646,1.665427475134869,Iris-virginica
+26,6.179366488623199,3.0540001961719416,4.899491293974808,1.665427475135068,Iris-versicolor
+27,6.179366488622078,3.0540000000265257,4.899491293664858,1.665427475134869,Iris-virginica
+28,6.179366489149317,3.0640166561637594,1.5100223831966073,0.2615308085158698,Iris-setosa
+29,6.17936648916358,3.0626124728220896,1.5100223832981663,0.2615308084983764,Iris-setosa
+30,6.179366488622078,3.054000000012979,4.899491293664682,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000123744,4.899491293664672,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000019604,4.89949129366477,1.665427475134869,Iris-virginica
+1,6.1793664888645,3.054842718247057,1.510022383508583,1.6654274751978593,Iris-setosa
+2,6.179366488622085,3.054000000450649,4.899491293668442,1.6654274751348697,Iris-virginica
+3,6.179366489018877,3.062299741069696,1.5100223828430601,0.26153080850872695,Iris-setosa
+4,6.1793664890989755,3.063667307778801,1.5100223830420199,0.2615308085014822,Iris-setosa
+5,6.1793664889682764,3.0618969065943107,1.510022382709821,0.2615308084868513,Iris-setosa
+6,6.179366488622082,3.054000000293647,4.899491293666988,1.6654274751348694,Iris-virginica
+7,6.179366489761175,3.06890010300656,1.5100223849015422,0.2615308085635781,Iris-setosa
+8,6.179366489551443,3.0659162744815296,1.510022384317149,0.26153080852764526,Iris-setosa
+9,6.17936648862208,3.0540000001030854,4.899491293665506,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000611385,4.899491293665191,1.665427475134869,Iris-virginica
+11,6.179366488986416,3.0626161756185857,1.5100223827498358,0.2615308084904046,Iris-setosa
+12,6.1793664891381415,3.0569864198788608,1.5100223836627373,0.2615308085076103,Iris-setosa
+13,6.179366489166448,3.0645881675087345,1.510022383228231,0.2615308085161363,Iris-setosa
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+15,6.179366488622078,3.054000000010528,4.899491293664646,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000147614,4.899491293664703,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000001388874,4.899491293665903,1.6654274751348692,Iris-virginica
+18,6.179366488963193,3.0611699904903165,1.5100223827270896,0.2615308085105887,Iris-setosa
+19,6.179366489908449,3.0560181325580276,1.5100223914379265,1.6654274753621139,Iris-setosa
+20,6.179366488932108,3.061006494315998,1.5100223826461783,0.26153080849690946,Iris-setosa
+21,6.179366489231848,3.059651229343295,1.510022383610519,0.2615308085170852,Iris-setosa
+22,6.179366489037764,3.056049831917094,1.5100223836368472,1.6654274752975586,Iris-setosa
+23,6.179366489285489,3.0634106403901336,1.5100223836144768,0.26153080852345467,Iris-setosa
+24,6.17936648903222,3.062609335104537,1.5100223828733397,0.26153080851239524,Iris-setosa
+25,6.17936648862212,3.0540000042974436,4.899491293681971,1.6654274751348752,Iris-virginica
+26,6.179366488622078,3.0540000000290908,4.899491293664886,1.665427475134869,Iris-virginica
+27,6.179366488622079,3.054000000033018,4.8994912936649255,1.665427475134869,Iris-virginica
+28,6.1793664890961075,3.0638381411248714,1.5100223830423363,0.26153080850858035,Iris-setosa
+29,6.179366488622078,3.054000000010881,4.899491293664653,1.665427475134869,Iris-virginica
+30,6.179366488985729,3.0615676821033513,1.510022382769434,0.26153080850821075,Iris-setosa
+31,6.179366489166322,3.063308570389858,1.5100223832539585,0.2615308085125711,Iris-setosa
+0,6.179366488622078,3.0540000000112713,4.899491293664656,1.665427475134869,Iris-virginica
+1,6.179366488963519,3.060885693800144,1.5100223827381132,0.26153080851786814,Iris-setosa
+2,6.179366489264708,3.061851707523433,1.5100223835925868,0.26153080851460314,Iris-setosa
+3,6.179366489145801,3.0556207922075624,1.5100223847923198,1.6654274752675398,Iris-setosa
+4,6.179366489182153,3.0625252075681515,1.5100223833503712,0.2615308085146099,Iris-setosa
+5,6.179366488625649,3.054001979279699,4.8994912939789454,1.6654274751362765,Iris-versicolor
+6,6.179366488622079,3.0540000000688847,4.899491293665309,1.665427475134869,Iris-virginica
+7,6.179366489519541,3.0636499142947393,1.5100223842882927,0.2615308085393406,Iris-setosa
+8,6.17936648895684,3.061843490535035,1.51002238268523,0.26153080848947696,Iris-setosa
+9,6.179366488785469,3.054160966739195,1.5100223856105681,1.6654274751626983,Iris-setosa
+10,6.1793664889612625,3.061322090905941,1.510022382713711,0.2615308085065155,Iris-setosa
+11,6.179366488622096,3.054000001570809,4.899491293673162,1.665427475134871,Iris-virginica
+12,6.179366488792145,3.054279944646547,1.5100223837537345,1.6654274751752232,Iris-setosa
+13,6.179366488670474,3.0540389873247538,1.5100223831013593,1.6654274751497,Iris-setosa
+14,6.179366488622078,3.0540000000094647,4.899491293664632,1.665427475134869,Iris-virginica
+15,6.179366488997652,3.0547237282276365,1.510022384250655,1.6654274752576608,Iris-setosa
+16,6.179366488622078,3.054000000011897,4.899491293664666,1.665427475134869,Iris-virginica
+17,6.1793664891069335,3.0637153781268744,1.5100223830615813,0.2615308085065843,Iris-setosa
+18,6.179366488622078,3.054000000025543,4.89949129366484,1.665427475134869,Iris-virginica
+19,6.179366489227208,3.063498853077001,1.5100223834574162,0.2615308085179801,Iris-setosa
+20,6.17936648930763,3.0637037457111873,1.5100223836550175,0.2615308085284771,Iris-setosa
+21,6.17936648906938,3.0632396066100784,1.5100223829686847,0.2615308085080461,Iris-setosa
+22,6.179366488622078,3.054000000010261,4.899491293664641,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.054000000040768,4.899491293665018,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/9/test.csv b/iris/lct_gan/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/train.csv b/iris/lct_gan/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/9/val.csv b/iris/lct_gan/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/ae_state.json b/iris/lct_gan/1/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3db55a7e2244be75671965a0a5997fa605227ba
--- /dev/null
+++ b/iris/lct_gan/1/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b922304bc04531e8b5503ffbaf9dede2e63eb8208b3190de7a855177ad96db29
+size 93711
diff --git a/iris/lct_gan/1/d_state.json b/iris/lct_gan/1/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b006e957593aaf947955884d40b31ade319ea0b
--- /dev/null
+++ b/iris/lct_gan/1/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a805eac341ff8e3fccea8ae27ae98478db7d9157906947dc2a1bbfceb7583415
+size 10583
diff --git a/iris/lct_gan/1/g_state.json b/iris/lct_gan/1/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea457235be8afcfeaa80e4b2b03c088a54b9827a
--- /dev/null
+++ b/iris/lct_gan/1/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c439ea4b4e51d32ef4b1494c32e5786443c1799f9256fa2ce06e7a9f37c68956
+size 17988
diff --git a/iris/lct_gan/1/lct_gan_eval.ipynb b/iris/lct_gan/1/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ff192989ae0dff7f151c8585ee1de148f92ec7c5
--- /dev/null
+++ b/iris/lct_gan/1/lct_gan_eval.ipynb
@@ -0,0 +1,2179 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "83ee6a85",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:40.657618Z",
+     "iopub.status.busy": "2024-07-25T10:05:40.657262Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.714273Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.713245Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.068937,
+     "end_time": "2024-07-25T10:05:53.716608",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:40.647671",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "3025eb49",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.740343Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.739991Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.748049Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.747215Z"
+    },
+    "papermill": {
+     "duration": 0.022339,
+     "end_time": "2024-07-25T10:05:53.750078",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.727739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8bce4990",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009877,
+     "end_time": "2024-07-25T10:05:53.769894",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.760017",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "e56437eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.790972Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.790699Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.794753Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.793914Z"
+    },
+    "papermill": {
+     "duration": 0.016879,
+     "end_time": "2024-07-25T10:05:53.796644",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.779765",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "7acab84c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.818107Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.817840Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.824658Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.823838Z"
+    },
+    "papermill": {
+     "duration": 0.019809,
+     "end_time": "2024-07-25T10:05:53.826536",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.806727",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "aa54e1c7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.850326Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.849616Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.854985Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.854156Z"
+    },
+    "papermill": {
+     "duration": 0.019688,
+     "end_time": "2024-07-25T10:05:53.856856",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.837168",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/1\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "c0bd3c83",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.878604Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.878337Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.883919Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.883116Z"
+    },
+    "papermill": {
+     "duration": 0.018732,
+     "end_time": "2024-07-25T10:05:53.886030",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.867298",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "a6454d0d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.907503Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.907250Z",
+     "iopub.status.idle": "2024-07-25T10:05:54.892836Z",
+     "shell.execute_reply": "2024-07-25T10:05:54.891941Z"
+    },
+    "papermill": {
+     "duration": 0.998841,
+     "end_time": "2024-07-25T10:05:54.895018",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.896177",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "f459ce1a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:54.918046Z",
+     "iopub.status.busy": "2024-07-25T10:05:54.917756Z",
+     "iopub.status.idle": "2024-07-25T10:05:55.907553Z",
+     "shell.execute_reply": "2024-07-25T10:05:55.906548Z"
+    },
+    "papermill": {
+     "duration": 1.004043,
+     "end_time": "2024-07-25T10:05:55.910082",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:54.906039",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "f3e39919",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:55.935626Z",
+     "iopub.status.busy": "2024-07-25T10:05:55.935308Z",
+     "iopub.status.idle": "2024-07-25T10:05:55.944601Z",
+     "shell.execute_reply": "2024-07-25T10:05:55.943741Z"
+    },
+    "papermill": {
+     "duration": 0.02419,
+     "end_time": "2024-07-25T10:05:55.946493",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:55.922303",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "671b7b4c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:55.969410Z",
+     "iopub.status.busy": "2024-07-25T10:05:55.969144Z",
+     "iopub.status.idle": "2024-07-25T10:05:56.323701Z",
+     "shell.execute_reply": "2024-07-25T10:05:56.322923Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.368625,
+     "end_time": "2024-07-25T10:05:56.325980",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:55.957355",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "fdf50357",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:56.351690Z",
+     "iopub.status.busy": "2024-07-25T10:05:56.351381Z",
+     "iopub.status.idle": "2024-07-25T10:05:57.944220Z",
+     "shell.execute_reply": "2024-07-25T10:05:57.943223Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.608373,
+     "end_time": "2024-07-25T10:05:57.946670",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:56.338297",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "36fa4b9e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:57.970412Z",
+     "iopub.status.busy": "2024-07-25T10:05:57.970011Z",
+     "iopub.status.idle": "2024-07-25T10:05:57.977904Z",
+     "shell.execute_reply": "2024-07-25T10:05:57.977046Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021847,
+     "end_time": "2024-07-25T10:05:57.979932",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:57.958085",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "a64b64a4",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.004824Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.004488Z",
+     "iopub.status.idle": "2024-07-25T10:05:58.008981Z",
+     "shell.execute_reply": "2024-07-25T10:05:58.008257Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019295,
+     "end_time": "2024-07-25T10:05:58.011000",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:57.991705",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "31ed9e68",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.034558Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.034278Z",
+     "iopub.status.idle": "2024-07-25T10:05:58.147396Z",
+     "shell.execute_reply": "2024-07-25T10:05:58.146608Z"
+    },
+    "papermill": {
+     "duration": 0.127492,
+     "end_time": "2024-07-25T10:05:58.149615",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:58.022123",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "64254ee9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.175371Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.175043Z",
+     "iopub.status.idle": "2024-07-25T10:06:02.505573Z",
+     "shell.execute_reply": "2024-07-25T10:06:02.504608Z"
+    },
+    "papermill": {
+     "duration": 4.345732,
+     "end_time": "2024-07-25T10:06:02.507672",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:58.161940",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:05:59.933650: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:05:59.933712: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:05:59.935346: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "b8c78a24",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:02.534301Z",
+     "iopub.status.busy": "2024-07-25T10:06:02.533681Z",
+     "iopub.status.idle": "2024-07-25T10:06:02.540881Z",
+     "shell.execute_reply": "2024-07-25T10:06:02.540004Z"
+    },
+    "papermill": {
+     "duration": 0.022537,
+     "end_time": "2024-07-25T10:06:02.542897",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:02.520360",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "8a530b15",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:02.567111Z",
+     "iopub.status.busy": "2024-07-25T10:06:02.566831Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.294639Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.292892Z"
+    },
+    "papermill": {
+     "duration": 2.74358,
+     "end_time": "2024-07-25T10:06:05.297871",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:02.554291",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "5dcdc91d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.332141Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.331507Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.339696Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.338608Z"
+    },
+    "papermill": {
+     "duration": 0.028528,
+     "end_time": "2024-07-25T10:06:05.341866",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.313338",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "9e0dd920",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.373897Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.373538Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.910565Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.909620Z"
+    },
+    "papermill": {
+     "duration": 0.554367,
+     "end_time": "2024-07-25T10:06:05.913926",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.359559",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "9385f258",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.947155Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.946747Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.968937Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.968054Z"
+    },
+    "papermill": {
+     "duration": 0.039555,
+     "end_time": "2024-07-25T10:06:05.971318",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.931763",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "a0064323",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.001683Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.001393Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.090131Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.089248Z"
+    },
+    "papermill": {
+     "duration": 0.103824,
+     "end_time": "2024-07-25T10:06:06.092113",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.988289",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7a67d4d90c10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7a67d4d90c10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "263a7c79",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.121441Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.121071Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.140412Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.139589Z"
+    },
+    "papermill": {
+     "duration": 0.037423,
+     "end_time": "2024-07-25T10:06:06.142895",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.105472",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "68f61379",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.172401Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.171696Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.176110Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.175151Z"
+    },
+    "papermill": {
+     "duration": 0.019953,
+     "end_time": "2024-07-25T10:06:06.178437",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.158484",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "4dbae4da",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.212305Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.212007Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.441936Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.440932Z"
+    },
+    "papermill": {
+     "duration": 0.248243,
+     "end_time": "2024-07-25T10:06:06.444211",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.195968",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "374558f0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.472916Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.472258Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.723034Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.721609Z"
+    },
+    "papermill": {
+     "duration": 0.267594,
+     "end_time": "2024-07-25T10:06:06.725476",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.457882",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "ce64f8cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.755573Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.755267Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.761861Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.761066Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024055,
+     "end_time": "2024-07-25T10:06:06.763801",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.739746",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "85947854",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.790775Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.790513Z",
+     "iopub.status.idle": "2024-07-25T10:06:23.275659Z",
+     "shell.execute_reply": "2024-07-25T10:06:23.274759Z"
+    },
+    "papermill": {
+     "duration": 16.501648,
+     "end_time": "2024-07-25T10:06:23.278071",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.776423",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.514834463596344\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4437848925590515\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35830026865005493\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "7fd1dea1",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:23.307856Z",
+     "iopub.status.busy": "2024-07-25T10:06:23.307531Z",
+     "iopub.status.idle": "2024-07-25T10:07:09.109567Z",
+     "shell.execute_reply": "2024-07-25T10:07:09.108480Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 45.819572,
+     "end_time": "2024-07-25T10:07:09.112220",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:23.292648",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.047657] [G loss: -0.481411]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7722902297973633\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7240081429481506\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7409328818321228\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8186795711517334\n",
+      "[Epoch 20/179] [D loss: -0.092306] [G loss: -0.481216]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.136180] [G loss: -0.484910]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7484716773033142\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7724432349205017\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7241255640983582\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7410978674888611\n",
+      "[Epoch 40/179] [D loss: -0.193868] [G loss: -0.495596]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7716525793075562\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7381623387336731\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7371538877487183\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7158275246620178\n",
+      "[Epoch 50/179] [D loss: -0.207984] [G loss: -0.522144]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.202266] [G loss: -0.567258]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5157391428947449\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6037887334823608\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5196361541748047\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5392665863037109\n",
+      "[Epoch 70/179] [D loss: -0.172489] [G loss: -0.613836]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46521440148353577\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4732774496078491\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5333590507507324\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4680459797382355\n",
+      "[Epoch 80/179] [D loss: -0.127376] [G loss: -0.652515]\n",
+      "[Epoch 90/179] [D loss: -0.125379] [G loss: -0.653590]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4691298305988312\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44403618574142456\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.451189249753952\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5310282707214355\n",
+      "[Epoch 100/179] [D loss: -0.128530] [G loss: -0.649266]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.135833] [G loss: -0.637754]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43913376331329346\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46651342511177063\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42266377806663513\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46253126859664917\n",
+      "[Epoch 120/179] [D loss: -0.145270] [G loss: -0.612001]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5242730379104614\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44543176889419556\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47169172763824463\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4245549440383911\n",
+      "[Epoch 130/179] [D loss: -0.175920] [G loss: -0.565227]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.209373] [G loss: -0.518773]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43975481390953064\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5288698673248291\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4375190734863281\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4563137888908386\n",
+      "[Epoch 150/179] [D loss: -0.254307] [G loss: -0.469615]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4206984341144562\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4600212275981903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5392880439758301\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44235607981681824\n",
+      "[Epoch 160/179] [D loss: -0.288797] [G loss: -0.440356]\n",
+      "[Epoch 170/179] [D loss: -0.332083] [G loss: -0.401218]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48369717597961426\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4452781081199646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44691410660743713\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5400909185409546\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "793dd506",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:09.151239Z",
+     "iopub.status.busy": "2024-07-25T10:07:09.150403Z",
+     "iopub.status.idle": "2024-07-25T10:07:09.177971Z",
+     "shell.execute_reply": "2024-07-25T10:07:09.177063Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049581,
+     "end_time": "2024-07-25T10:07:09.180275",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:09.130694",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "2ccd988c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:09.220879Z",
+     "iopub.status.busy": "2024-07-25T10:07:09.220088Z",
+     "iopub.status.idle": "2024-07-25T10:07:10.158420Z",
+     "shell.execute_reply": "2024-07-25T10:07:10.157432Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.958695,
+     "end_time": "2024-07-25T10:07:10.160821",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:09.202126",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "37ff2749",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.01865,
+     "end_time": "2024-07-25T10:07:10.197964",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:10.179314",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 92.717024,
+   "end_time": "2024-07-25T10:07:11.939970",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:05:39.222946",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/1/mlu_log_ae.csv b/iris/lct_gan/1/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..662bc73eb87f6f306b9ac6f7095a97c5cce78852
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.7035434246063232,,,,,,
+lct_ae,1,3.8330862522125244,,,,,,
+lct_ae,2,3.4729883670806885,,,,,,
+lct_ae,3,3.528269052505493,,,,,,
+lct_ae,4,3.676642656326294,,,,,,
+lct_ae,5,3.340601682662964,,,,,,
+lct_ae,6,3.2373595237731934,,,,,,
+lct_ae,7,3.21368408203125,,,,,,
+lct_ae,8,2.894705295562744,,,,,,
+lct_ae,9,2.7795441150665283,,,,,,
+lct_ae,10,2.729915142059326,,,,,,
+lct_ae,11,2.53695011138916,,,,,,
+lct_ae,12,2.3617281913757324,,,,,,
+lct_ae,13,2.0114336013793945,,,,,,
+lct_ae,14,2.2504045963287354,,,,,,
+lct_ae,15,2.1126856803894043,,,,,,
+lct_ae,16,1.5898499488830566,,,,,,
+lct_ae,17,1.7607982158660889,,,,,,
+lct_ae,18,1.6491219997406006,,,,,,
+lct_ae,19,1.5161566734313965,,,,,,
+lct_ae,20,1.4269850254058838,,,,,,
+lct_ae,21,1.066114902496338,,,,,,
+lct_ae,22,1.1285276412963867,,,,,,
+lct_ae,23,1.1408507823944092,,,,,,
+lct_ae,24,1.0611228942871094,,,,,,
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+lct_ae,26,0.9109997153282166,,,,,,
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+lct_ae,28,0.9429931640625,,,,,,
+lct_ae,29,0.738061785697937,,,,,,
+lct_ae,30,0.6498620510101318,,,,,,
+lct_ae,31,0.7285511493682861,0.0,0.0,0.0,0.643187403678894,0.514834463596344,0.7772972583770752
+lct_ae,32,0.5692212581634521,,,,,,
+lct_ae,33,0.5885326862335205,,,,,,
+lct_ae,34,0.8271921873092651,,,,,,
+lct_ae,35,0.5922466516494751,,,,,,
+lct_ae,36,0.5586025714874268,,,,,,
+lct_ae,37,0.5927344560623169,,,,,,
+lct_ae,38,0.5475913286209106,,,,,,
+lct_ae,39,0.5356163382530212,,,,,,
+lct_ae,40,0.6744303703308105,,,,,,
+lct_ae,41,0.3886391818523407,,,,,,
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+lct_ae,51,0.571324348449707,,,,,,
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+lct_ae,55,0.3687441945075989,,,,,,
+lct_ae,56,0.2719995975494385,,,,,,
+lct_ae,57,0.2557094097137451,,,,,,
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+lct_ae,60,0.33610010147094727,,,,,,
+lct_ae,61,0.28412318229675293,,,,,,
+lct_ae,62,0.3129006028175354,,,,,,
+lct_ae,63,0.2981891632080078,1.0,1.0,0.0,0.2880564332008362,0.4437848925590515,0.27812549471855164
+lct_ae,64,0.2052369862794876,,,,,,
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diff --git a/iris/lct_gan/1/mlu_log_gan.csv b/iris/lct_gan/1/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f5df38f54967af762dc631fe9f5b2266be39613
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/1/model.pt b/iris/lct_gan/1/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3eeccc9797d66aacfb50edad3d7c7967afab552c
--- /dev/null
+++ b/iris/lct_gan/1/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 415433
diff --git a/iris/lct_gan/1/params.json b/iris/lct_gan/1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/1/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 246
diff --git a/iris/lct_gan/2/0/synth.csv b/iris/lct_gan/2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..722853f3b1123d6d38a10a2d1d995d1936aace9a
--- /dev/null
+++ b/iris/lct_gan/2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
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+1,6.179366489623439,3.054000004240011,4.90381005898556,1.666444414525473,Iris-virginica
+2,6.17936648918831,3.0540000036526926,4.910215631711308,1.6681180009169736,Iris-virginica
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+18,6.1793664893829146,3.0540000071060476,4.9293298789786775,1.6743426857243697,Iris-virginica
+19,5.108947716755592,3.0679168801340784,1.5100242053640354,0.2615308142411586,Iris-setosa
+20,6.1793664890402065,3.0540000009028745,4.904547030182104,1.6662331580795389,Iris-virginica
+21,5.108947716291563,3.0654732646641643,1.510022846431488,0.261530809143071,Iris-setosa
+22,5.108947716356987,3.0707406536706636,1.5100231380657922,0.2615308095079851,Iris-setosa
+23,5.108947716357238,3.079129390649182,1.5100234593179052,0.26153081022935626,Iris-setosa
+24,5.108947716376241,3.0540939746105074,1.5100224045209902,0.26153080843940635,Iris-setosa
+25,5.108947716317424,3.0706284396179013,1.5100230529577263,0.26153080938099627,Iris-setosa
+26,6.179366489381098,3.054000000540915,4.899528882721652,1.6654311901613295,Iris-virginica
+27,6.179366489014018,3.0540000003185,4.901837817780457,1.665671768631658,Iris-virginica
+28,6.179366495339518,3.0544387444071033,1.5100267988252114,0.26153100359783027,Iris-setosa
+29,6.179366488982078,3.0540000004314463,4.902398734056233,1.6657836078220212,Iris-virginica
+30,6.1793664904074355,3.054261852989138,1.5100230503950218,0.26153081961687596,Iris-setosa
+31,5.108947716492305,3.094327903635253,1.5100247931160138,0.2615308129868484,Iris-setosa
+0,6.179366488755959,3.0540000000511247,4.8996650767489935,1.6654376747681083,Iris-virginica
+1,5.108947716409561,3.081181449878863,1.51002359405716,0.26153081018927615,Iris-setosa
+2,6.179366520406274,3.054800021632708,1.5100738312353374,0.26154246634777734,Iris-setosa
+3,5.108947716355465,3.0933286057962452,1.510024092704658,0.2615308109337105,Iris-setosa
+4,5.108947716416107,3.084269050885601,1.5100239430930849,0.2615308112565471,Iris-setosa
+5,5.108947716547684,3.055266596077159,1.5100226095450302,0.2615308091059881,Iris-setosa
+6,5.108947716401584,3.0838860497151854,1.5100239259454744,0.2615308112620867,Iris-setosa
+7,6.179366489040036,3.0540000012936486,4.905769522496327,1.66657529600435,Iris-virginica
+8,6.179366489250655,3.0540000058396366,4.9182493851266225,1.67085192649266,Iris-virginica
+9,6.179366494720089,3.0540001073854786,4.900633092316128,1.666051550930406,Iris-virginica
+10,5.108947716317354,3.0568724331122756,1.5100225500690108,0.2615308087019926,Iris-setosa
+11,6.179366497917418,3.0540008029902905,4.909898156444799,1.6779176760206527,Iris-virginica
+12,6.179366489395998,3.0540000004627648,4.899513363138625,1.6654293912675004,Iris-versicolor
+13,5.1089477164397135,3.0911776319928674,1.5100243042548334,0.2615308117088045,Iris-setosa
+14,5.108947716613506,3.057952529190646,1.5100229200963278,0.2615308100217999,Iris-setosa
+15,5.108947716465175,3.1307376818890416,1.5100263649717336,0.26153081445481596,Iris-setosa
+16,5.108947716485532,3.0543852537636456,1.5100224664398463,0.2615308086270489,Iris-setosa
+17,5.108947716435201,3.0606509944591216,1.5100227987137629,0.26153080920772587,Iris-setosa
+18,5.1089477164891965,3.0992059580794176,1.510024828761927,0.2615308128849898,Iris-setosa
+19,6.179366490071546,3.0540000022672125,4.899584205969222,1.665442787487576,Iris-virginica
+20,6.179366489319629,3.054000005612968,4.927248971677178,1.6733381805035017,Iris-virginica
+21,6.179366488877082,3.0540000003466954,4.900546257695897,1.6655548102005067,Iris-virginica
+22,5.108947716370394,3.070864394689909,1.5100231902222279,0.2615308097432496,Iris-setosa
+23,5.108947716438069,3.0546014708424765,1.5100224617331528,0.2615308085339443,Iris-setosa
+24,5.108947716416184,3.127691123966593,1.5100256310113185,0.26153081283195917,Iris-setosa
+25,6.179366488812881,3.054000000104709,4.900006007659125,1.6654662342492157,Iris-virginica
+26,6.179366488953172,3.05400000033397,4.902067652907877,1.6657214765584833,Iris-virginica
+27,5.108947716425548,3.09006765917651,1.5100241569923687,0.261530811211897,Iris-setosa
+28,6.179366489048427,3.0540000004869996,4.902710766500997,1.6658128011887299,Iris-virginica
+29,5.108947716468787,3.1010824258695315,1.510024886599642,0.2615308130444147,Iris-setosa
+30,6.179366490523749,3.0540000068704525,4.899773772585783,1.665501661080961,Iris-virginica
+31,5.108947716444663,3.0540746594580757,1.5100224116013459,0.2615308084706377,Iris-setosa
+0,5.108947716368495,3.056437084260117,1.510022521987872,0.2615308086084179,Iris-setosa
+1,6.179366489357419,3.0540000023038125,4.901533015268055,1.6658516632454745,Iris-virginica
+2,6.17936649654495,3.054001050114018,4.899559321827944,1.665463891942457,Iris-virginica
+3,5.108947716355344,3.0558793523490797,1.5100224965184483,0.26153080855989796,Iris-setosa
+4,5.108947716291774,3.064700555431941,1.510022809269497,0.2615308091143733,Iris-setosa
+5,6.179366490233682,3.0540000037743393,4.8995946886151165,1.6654474940538966,Iris-virginica
+6,6.179366488958795,3.0540000001699052,4.900740712234647,1.6655291096618057,Iris-virginica
+7,5.108947716347017,3.0976118462311395,1.51002424785683,0.2615308110411605,Iris-setosa
+8,5.108947716343413,3.072750248264184,1.510023189973374,0.2615308095995827,Iris-setosa
+9,6.179366489553326,3.0540000172149235,4.963789323808536,1.6889028678564724,Iris-virginica
+10,6.1793664892111995,3.054000001092614,4.900461964602961,1.6655776569958562,Iris-virginica
+11,6.179366488984651,3.0540000010890247,4.902794182063018,1.6660246305868989,Iris-virginica
+12,6.179366489164874,3.054000001787523,4.901421538844949,1.665837858736514,Iris-virginica
+13,5.108947717754156,3.054072490221788,4.899491725125398,0.26153081085097607,Iris-setosa
+14,5.108947716281981,3.0657999881575777,1.5100228074225472,0.261530809030444,Iris-setosa
+15,5.108947716285927,3.0542216550329324,1.510022403604675,0.26153080842774057,Iris-setosa
+16,5.108947716300823,3.0760841464145336,1.5100232412688233,0.26153080964416836,Iris-setosa
+17,5.108947716287605,3.0779580463957728,1.5100232587535067,0.26153080976673504,Iris-setosa
+18,6.179366488976534,3.054000000385766,4.902008422844379,1.6657210473668413,Iris-virginica
+19,6.179366489155944,3.0540000027692984,4.906335883157205,1.6670207718470684,Iris-virginica
+20,6.17936648888672,3.0540000001413676,4.900521054159894,1.6655112848649285,Iris-virginica
+21,6.179366502845176,3.0540041083566334,4.899524216762338,1.6654432211446537,Iris-setosa
+22,6.179366491053711,3.0540000056305745,4.899518468445074,1.6654320743785864,Iris-versicolor
+23,6.179366488790666,3.0540000000989393,4.899722267916164,1.665444615405743,Iris-virginica
+24,6.179366489042266,3.054000000316288,4.901818169920915,1.6656615042527834,Iris-virginica
+25,6.179366489345775,3.0540000067722235,4.915144752076911,1.670079381944965,Iris-virginica
+26,5.108947718618256,3.063603854726154,1.5100265947546543,0.26153083175271535,Iris-setosa
+27,6.1793664903781105,3.0540003463887406,4.899491433621858,1.6654274811233145,Iris-versicolor
+28,6.179366489316977,3.054000005710316,4.918509938623848,1.6706570152692686,Iris-virginica
+29,6.179366488901169,3.054000000200757,4.900993680429292,1.665570346731481,Iris-virginica
+30,5.108947716304934,3.0675135924686,1.5100228899768604,0.2615308092135483,Iris-setosa
+31,5.10894771732867,3.0975063905869376,1.5100307360935619,0.26153083899710305,Iris-setosa
+0,5.1089477163449715,3.102753707216606,1.5100243906159203,0.26153081128668976,Iris-setosa
+1,5.108947716384259,3.0541945075980688,1.5100224146959154,0.261530808452065,Iris-setosa
+2,6.179366490516905,3.0540019147226793,4.8994920172391705,0.2615308429229901,Iris-setosa
+3,6.179366488819177,3.054000000079083,4.899589683630587,1.66543326016053,Iris-virginica
+4,5.108947716773904,3.0827878421322157,1.5100254764148668,0.2615308163027586,Iris-setosa
+5,5.108947716789516,3.0554039871337038,1.5100227153829067,0.26153080955400027,Iris-setosa
+6,5.108947716267969,3.0569332968234817,1.5100225120374815,0.2615308086116347,Iris-setosa
+7,5.108947716389776,3.1124745687021176,1.5100249825075946,0.2615308124054239,Iris-setosa
+8,6.179366490185335,3.0540012539638566,4.899491416649614,0.26153080983872995,Iris-setosa
+9,6.179366491246251,3.054000197940717,4.981490264984476,1.7353980044068456,Iris-virginica
+10,5.108947716427928,3.0542206802818166,1.5100224243679021,0.2615308084701881,Iris-setosa
+11,6.1793664894958305,3.0540000209471927,4.97399743409302,1.694277486287093,Iris-virginica
+12,5.108947716503058,3.147524886151304,1.5100277049756852,0.26153081647726145,Iris-setosa
+13,5.108947716739185,3.0554648470213697,1.5100227557735213,0.2615308097939992,Iris-setosa
+14,6.179366491295345,3.054021497087211,4.899492130709153,0.26153082335876876,Iris-setosa
+15,5.108947716494218,3.063540705141829,1.5100230324123307,0.2615308096084074,Iris-setosa
+16,5.108947716439144,3.0749750300711045,1.5100235674476024,0.2615308107785768,Iris-setosa
+17,5.1089477164299755,3.131723211764731,1.5100259732077634,0.26153081337948547,Iris-setosa
+18,5.10894771629866,3.055512370301385,1.5100224739245909,0.26153080855795025,Iris-setosa
+19,5.108947716415032,3.088259419436611,1.51002402094293,0.26153081117587645,Iris-setosa
+20,6.179366488890757,3.054000000214799,4.899659366691188,1.6654433405548403,Iris-virginica
+21,6.1793664888258695,3.05400000007873,4.899996848937068,1.6654607121282876,Iris-virginica
+22,6.179366488974217,3.0540000001456478,4.900657742717457,1.6655152564488465,Iris-virginica
+23,6.179366489415582,3.054000015719574,4.945417900158565,1.6831850135677473,Iris-virginica
diff --git a/iris/lct_gan/2/0/test.csv b/iris/lct_gan/2/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/0/train.csv b/iris/lct_gan/2/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/0/val.csv b/iris/lct_gan/2/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/synth.csv b/iris/lct_gan/2/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..143cc78a2ca7732e6cf280f29cdac908bd0e0a7a
--- /dev/null
+++ b/iris/lct_gan/2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716374646,3.062167110119038,1.510022790580428,0.2615308090797759,Iris-setosa
+1,6.179366488998605,3.05400000037682,4.9019508018644045,1.665701965697101,Iris-virginica
+2,6.179366489474581,3.054000011777168,4.9511978032104915,1.682888518458617,Iris-virginica
+3,6.179366505737849,3.054130990652059,4.8995172615469365,0.2615332692444072,Iris-setosa
+4,6.179366489049968,3.0540000005706536,4.903269405358827,1.665918938206944,Iris-virginica
+5,5.108947716384048,3.1123984070079325,1.5100248689630256,0.26153081197080125,Iris-setosa
+6,5.108947716463112,3.0558535583467075,1.5100226168236301,0.26153080904128956,Iris-setosa
+7,5.108947716432491,3.054029872603156,4.899491328272964,0.2615308084570547,Iris-setosa
+8,5.108947716453661,3.0789288632900815,1.5100239413061982,0.26153081153755225,Iris-setosa
+9,5.108947717164278,3.062839431708524,1.5100245970771946,0.26153081800884886,Iris-setosa
+10,6.17936648916158,3.054000001865211,4.905542599899975,1.6666085596565647,Iris-virginica
+11,5.108947716468536,3.07576318479445,1.5100235801939603,0.26153081062708144,Iris-setosa
+12,5.108947716442022,3.119874964899432,1.5100255281940709,0.2615308132592959,Iris-setosa
+13,6.179366516934158,3.0553882946217823,1.5100680772094748,0.2615375080330634,Iris-setosa
+14,5.10894771655761,3.134610794144409,1.5100272811379747,0.26153081684240786,Iris-setosa
+15,6.179366489123375,3.0540000009147694,4.90554451227444,1.6663484974579932,Iris-virginica
+16,5.108947716282403,3.0645350766515858,1.5100227946284037,0.26153080907086124,Iris-setosa
+17,5.108947716346421,3.0540324688087312,4.8994913196639205,0.2615308084388351,Iris-setosa
+18,6.179366488885651,3.0540000000680694,4.900008285028217,1.6654577377273587,Iris-virginica
+19,6.179366503956627,3.0540021852076635,4.899531516752562,1.6654460794649577,Iris-setosa
+20,6.1793664900409215,3.0540000025279035,4.899491367905183,1.6654274791437738,Iris-versicolor
+21,5.108947716735382,3.0544352566847244,1.5100225518408317,0.2615308091234653,Iris-setosa
+22,5.108947716403185,3.1053256439040395,1.510024734581148,0.2615308123420942,Iris-setosa
+23,5.1089477179555125,3.058483145563192,1.5100251997682057,0.2615308287653939,Iris-setosa
+24,5.108947716284457,3.0554176477360477,1.5100224503088995,0.26153080848104737,Iris-setosa
+25,5.108947716329826,3.056331312268301,1.5100225112184542,0.26153080860219247,Iris-setosa
+26,5.108947716306309,3.0682018827704525,1.510022905600491,0.26153080916935456,Iris-setosa
+27,6.179366489464526,3.0540000007953205,4.899544941547781,1.6654336426056846,Iris-virginica
+28,6.179366498510766,3.05438060446495,1.5100271153352982,0.26153103083229845,Iris-setosa
+29,6.179366489059614,3.054000000766874,4.900963117613347,1.6656374603191362,Iris-virginica
+30,6.179366490504269,3.054000019645364,4.903317011875095,1.6670623964522246,Iris-virginica
+31,5.108947719660158,3.061141949051462,1.5100283697703343,0.26153085854321173,Iris-setosa
+0,6.179366535025795,3.0541847624514706,4.899875869316318,0.261699882455238,Iris-setosa
+1,5.1089477164531605,3.0540515932180914,4.899491350145667,0.2615308085129072,Iris-setosa
+2,6.179366488932105,3.054000000157637,4.899587119410211,1.6654342282568513,Iris-virginica
+3,5.1089477170282755,3.054452501453209,1.5100226027293304,0.26153080925796485,Iris-setosa
+4,5.108947716344731,3.0750416578692685,1.510023287162754,0.26153080988386274,Iris-setosa
+5,6.1793664890859965,3.0540000009133608,4.905184506706573,1.6663018697802938,Iris-virginica
+6,6.179366500321211,3.054001671583984,4.899754486007898,1.6656251819410213,Iris-virginica
+7,6.179366488939186,3.054000000196465,4.901016320453316,1.6655658176992965,Iris-virginica
+8,6.179366489157992,3.054000003205856,4.9087390292690465,1.6676867224013887,Iris-virginica
+9,5.10894771639172,3.110043054937099,1.5100248232333306,0.2615308120509842,Iris-setosa
+10,6.179366519609473,3.054008300766684,4.89980330766656,1.6656594962435678,Iris-setosa
+11,5.108947716386411,3.057651129202964,1.510022633178619,0.26153080889450353,Iris-setosa
+12,6.179366489030649,3.0540000011261172,4.9057882131915385,1.666530830139309,Iris-virginica
+13,6.179366489696767,3.0540000167215635,4.91017090333229,1.6700948252991934,Iris-virginica
+14,6.1793664890081015,3.0540000003498387,4.901970309412801,1.665696829671499,Iris-virginica
+15,5.108947716380219,3.106079858472722,1.5100246695000656,0.26153081180552745,Iris-setosa
+16,6.179366488874533,3.054000000096391,4.900145320308689,1.6654715565582134,Iris-virginica
+17,6.1793664889707,3.0540000003791814,4.901989616656289,1.6657162743877147,Iris-virginica
+18,5.108947717429254,3.068345224462453,1.5100255475756645,0.26153082132272626,Iris-setosa
+19,6.179366518716072,3.054402874471625,1.5101368759746292,0.2616091966504819,Iris-setosa
+20,5.108947716251335,3.054316146978444,1.5100224067276335,0.26153080843555593,Iris-setosa
+21,6.179366489282009,3.0540000052970275,4.91951792607348,1.670975918678451,Iris-virginica
+22,5.10894771630782,3.084039194158431,1.510023566568512,0.2615308103189533,Iris-setosa
+23,6.179366489249443,3.0540000018782667,4.91025372052004,1.6674853197245085,Iris-virginica
+24,6.1793664893903735,3.0540000057889336,4.927888237071038,1.6733190670738858,Iris-virginica
+25,6.179366490224985,3.054000014959723,4.905295178197078,1.6675582316305815,Iris-virginica
+26,5.108947716304174,3.0645969278422704,1.5100228355695378,0.26153080912905813,Iris-setosa
+27,6.1793664890252895,3.054000000380641,4.902270687824905,1.665736514987042,Iris-virginica
+28,5.108947716360689,3.068534527518436,1.5100230655946607,0.26153080951066593,Iris-setosa
+29,6.179366488837117,3.054000000171964,4.900039796458892,1.6654770398427527,Iris-virginica
+30,5.108947716279885,3.0690376345278847,1.5100229359783142,0.2615308091890329,Iris-setosa
+31,5.108947716392536,3.0553235328116894,1.5100225333671844,0.2615308087733801,Iris-setosa
+0,6.179366488851416,3.054000000165017,4.900614186561842,1.6655289632184467,Iris-virginica
+1,5.108947716250925,3.057718423906975,1.5100225160308955,0.2615308086089533,Iris-setosa
+2,6.179366489440087,3.054000015371958,4.93065771486828,1.677966425747442,Iris-virginica
+3,6.17936651791428,3.054008526251772,4.902869277056882,1.6701105484258094,Iris-virginica
+4,6.179366488883329,3.0540000001629055,4.9007800653093305,1.665541369209577,Iris-virginica
+5,5.108947716490821,3.1054550743505964,1.5100252016284081,0.2615308134001612,Iris-setosa
+6,6.179366489034399,3.05400000049252,4.9029311847573025,1.6658471644310529,Iris-virginica
+7,6.179366489145718,3.0540000026524914,4.910175949843447,1.6679048235338425,Iris-virginica
+8,5.108947716357463,3.074428859538409,1.5100233528808742,0.2615308101061217,Iris-setosa
+9,6.179366488966557,3.054000000509624,4.901867249704207,1.665738160383103,Iris-virginica
+10,6.179366490796084,3.0540000035186883,4.89954153795824,1.6654354494659678,Iris-virginica
+11,5.108947716987787,3.0736448599966963,1.510024779889752,0.26153081453242133,Iris-setosa
+12,6.179366488945627,3.0540000005531533,4.901928898278473,1.6657675764003042,Iris-virginica
+13,6.17936648897369,3.0540000001939362,4.900901328630225,1.6655470101305374,Iris-virginica
+14,6.179366488944727,3.054000000337183,4.901775690428607,1.6656885138604032,Iris-virginica
+15,5.108947716448478,3.055836484430083,1.5100226318057721,0.26153080914808297,Iris-setosa
+16,5.108947716324749,3.0716700990587333,1.5100231293178992,0.26153080959161085,Iris-setosa
+17,5.108947716381851,3.100708247014245,1.5100245097034886,0.26153081195427164,Iris-setosa
+18,6.179366488956999,3.0540000001409835,4.900576759931822,1.6655093503737077,Iris-virginica
+19,5.1089477163556785,3.0836792404813345,1.510023696940822,0.2615308105378752,Iris-setosa
+20,5.108947716296278,3.0731251370904507,1.5100231070325272,0.2615308094465774,Iris-setosa
+21,5.108947716599465,3.0544008819797255,1.5100224876739345,0.26153080870001666,Iris-setosa
+22,5.108947716873903,3.062010716874345,1.5100238471336211,0.2615308144569054,Iris-setosa
+23,5.108947716326117,3.0775318368100737,1.5100233519868806,0.26153080980471793,Iris-setosa
+24,6.179366488934439,3.0540000004508348,4.900946892622693,1.6656114833407953,Iris-virginica
+25,5.108947716342682,3.068641122979994,1.5100230884691603,0.26153080961948016,Iris-setosa
+26,5.108947716386673,3.110094417554231,1.5100248883344172,0.2615308120512698,Iris-setosa
+27,5.108947716419644,3.103584611530452,1.5100247194256686,0.26153081215758467,Iris-setosa
+28,6.179366489651112,3.054000002324753,4.8998185789371504,1.6654959700986878,Iris-virginica
+29,5.108947716414764,3.0556300424572975,1.5100225345818596,0.2615308086784557,Iris-setosa
+30,5.108947716412219,3.06904251255979,1.5100231124336958,0.2615308095900256,Iris-setosa
+31,5.108947716349932,3.085258412350708,1.5100237071172242,0.26153081034414727,Iris-setosa
+0,5.108947716328921,3.0767417196045854,1.5100233296522478,0.26153080997796874,Iris-setosa
+1,6.1793664890293165,3.054000000229322,4.901297882320101,1.6655863103894504,Iris-virginica
+2,6.179366491304446,3.0540000045759577,4.89950040319354,1.6654286980790614,Iris-versicolor
+3,6.179366496277629,3.0540000886273724,4.899506318127998,1.6654311960892236,Iris-versicolor
+4,6.179366489024396,3.054000000540476,4.902769348944529,1.6658498181904202,Iris-virginica
+5,5.108947716579674,3.1011606063927624,1.5100258421209987,0.261530816183289,Iris-setosa
+6,5.108947716421469,3.0542084756180485,1.5100224525994639,0.26153080868013906,Iris-setosa
+7,6.179366489425184,3.0540000203539743,4.96359017734717,1.692026925423027,Iris-virginica
+8,6.179366488880022,3.0540000002726835,4.900274791196461,1.665509901264809,Iris-virginica
+9,5.108947716780524,3.058571209735722,1.5100233810986798,0.2615308127309587,Iris-setosa
+10,6.179366488787933,3.054000000108339,4.899915012412833,1.6654613059436507,Iris-virginica
+11,5.108947716673266,3.0631600343183383,1.5100233346829364,0.261530810866923,Iris-setosa
+12,5.1089477166957975,3.05406509676602,4.8994913813395105,0.26153080855192706,Iris-setosa
+13,6.179366489925924,3.0540000018474966,4.899515282621471,1.665430781715724,Iris-versicolor
+14,6.179366492375093,3.054001838139078,4.899494358149631,1.6654284019303882,Iris-setosa
+15,5.10894771642365,3.0902143317754454,1.5100241385653814,0.2615308113249745,Iris-setosa
+16,6.17936648895973,3.054000000168054,4.900704179843903,1.6655244152348436,Iris-virginica
+17,5.1089477162714045,3.057788109329593,1.5100225483968865,0.261530808670092,Iris-setosa
+18,5.108947716551903,3.0592594155172192,1.5100228528688309,0.2615308094126741,Iris-setosa
+19,5.1089477168908894,3.0586449283891755,1.5100233299035022,0.2615308118125556,Iris-setosa
+20,6.179366489027863,3.054000001024415,4.903086736663137,1.6660307152794764,Iris-virginica
+21,5.108947716542729,3.05400451939385,4.899491311538908,0.2615308084303607,Iris-setosa
+22,5.108947716906264,3.0540281788315964,4.899491405016075,0.26153080879815926,Iris-setosa
+23,6.179366489085578,3.0540000012257975,4.9067755674769025,1.6667068603970219,Iris-virginica
diff --git a/iris/lct_gan/2/1/test.csv b/iris/lct_gan/2/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/train.csv b/iris/lct_gan/2/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/1/val.csv b/iris/lct_gan/2/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/synth.csv b/iris/lct_gan/2/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b1725db731cd0784bc5923f71cecda6c23ddf3d
--- /dev/null
+++ b/iris/lct_gan/2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488821941,3.0540000000812784,4.9000349373549605,1.6654644278266344,Iris-virginica
+1,6.179366489923444,3.054000001326733,4.899542966913909,1.6654337656752027,Iris-virginica
+2,6.179366489461307,3.0540000004375205,4.899497038934447,1.6654279185387306,Iris-versicolor
+3,5.10894771705383,3.0544524829392268,1.5100228365940094,0.26153081212439366,Iris-setosa
+4,6.1793664891586815,3.054000001276847,4.906185012328208,1.6665550404427059,Iris-virginica
+5,6.1793664906836225,3.054000015960635,4.903369159157056,1.666811296656053,Iris-virginica
+6,6.179366488948559,3.0540000002941747,4.901788507988505,1.6656762759085826,Iris-virginica
+7,6.179366489952771,3.05400001715301,4.910997733069203,1.6699655782049274,Iris-virginica
+8,6.179366489096808,3.05400000079402,4.904380988161688,1.6661266406565223,Iris-virginica
+9,6.179366493619371,3.0725122550441917,1.5100371736489275,0.2615309517886625,Iris-setosa
+10,5.108947716290244,3.057564904756823,1.5100225399726386,0.26153080864928935,Iris-setosa
+11,6.179366489673743,3.054000008006416,4.907249497877815,1.6677166350043822,Iris-virginica
+12,6.179366489268941,3.054000004030289,4.914928755771289,1.6693359431057027,Iris-virginica
+13,5.108947717016614,3.054062534063584,4.899491533476841,0.26153080944852913,Iris-setosa
+14,5.108947716378537,3.073049039792726,1.510023269901919,0.2615308098909302,Iris-setosa
+15,5.108947717043717,3.0549589521482656,1.5100228933872484,0.261530811420082,Iris-setosa
+16,6.179366490433552,3.054000014948314,4.903694690002985,1.66696371316585,Iris-virginica
+17,6.179366490116765,3.054000055078081,4.9684892640926215,1.703575750136658,Iris-virginica
+18,5.108947716385663,3.101113252455315,1.5100244237892984,0.26153081171454656,Iris-setosa
+19,5.108947717307087,3.0558141412730535,1.5100232716223914,0.2615308137300942,Iris-setosa
+20,6.179366489269306,3.054000008595563,4.930151709886772,1.6757808250953863,Iris-virginica
+21,5.108947716353883,3.0800320905771703,1.5100235109618798,0.26153081022718083,Iris-setosa
+22,6.179366489408916,3.0540000051470955,4.908944458073996,1.6679115339928299,Iris-virginica
+23,5.108947716931846,3.0540009488165456,4.899491323589875,0.26153080851900445,Iris-setosa
+24,6.179366489129932,3.054000002687472,4.91139284847213,1.6681813899582507,Iris-virginica
+25,5.108947716363388,3.092922750321893,1.5100239861324978,0.26153081080026575,Iris-setosa
+26,5.10894771644125,3.1244249676731792,1.5100259057475662,0.2615308141286627,Iris-setosa
+27,6.179366489277482,3.0540000052093674,4.92284521532272,1.6718046672965217,Iris-virginica
+28,6.17936648944625,3.0540000059904693,4.912183910983047,1.6688750580646416,Iris-virginica
+29,6.179366491943718,3.054000016134397,4.899578843525927,1.6654494665833675,Iris-virginica
+30,5.108947716611218,3.0540609373772356,4.8994913969025555,0.2615308086579747,Iris-setosa
+31,5.108947716671552,3.064778211124017,1.5100237479176526,0.2615308125955128,Iris-setosa
+0,6.179366489937526,3.054000000635368,4.8994923418608884,1.6654275449915281,Iris-versicolor
+1,6.17936654663818,3.0540517593942904,4.919681973643273,1.710047311237535,Iris-virginica
+2,5.108947716453726,3.0939425197957884,1.5100245458613126,0.2615308125600191,Iris-setosa
+3,5.10894771627509,3.073045861827386,1.5100230883957444,0.2615308094772672,Iris-setosa
+4,6.179366489519873,3.054000012566008,4.925488402145884,1.6744720466036156,Iris-virginica
+5,5.108947716454942,3.1127665036174963,1.510025347093284,0.2615308133068551,Iris-setosa
+6,6.1793664891257185,3.0540000010660275,4.9057399797697645,1.666436453859118,Iris-virginica
+7,5.108947716263897,3.054138539011501,1.5100224004169804,0.2615308084360988,Iris-setosa
+8,6.17936648925262,3.0540000011241406,4.900226439741355,1.6655412166041392,Iris-virginica
+9,6.179366489098682,3.0540000013365782,4.906259310010831,1.6666210564284312,Iris-virginica
+10,6.1793664889481486,3.0540000003058876,4.901579686702388,1.6656532475007821,Iris-virginica
+11,6.1793664895324545,3.0540000196166086,4.971266089660137,1.6924283914582439,Iris-virginica
+12,5.108947716860228,3.0842984027924323,1.5100251300031098,0.26153081409204626,Iris-setosa
+13,5.108947716297756,3.0542206785964403,1.5100224109142566,0.2615308084487653,Iris-setosa
+14,5.108947717476035,3.05427093588354,1.510022837466098,0.26153081292609526,Iris-setosa
+15,5.108947716424579,3.083305908439508,1.5100237368399556,0.26153081060746414,Iris-setosa
+16,5.108947716951686,3.0547990635844244,1.5100229788587427,0.2615308132748716,Iris-setosa
+17,6.179366489244452,3.0540000044727016,4.916446475241648,1.6698800526832722,Iris-virginica
+18,6.179366491621928,3.054021437839637,4.899492152784773,0.26153082246597126,Iris-setosa
+19,5.108947717075885,3.054005144619261,4.899491370314887,0.2615308087201709,Iris-setosa
+20,5.108947716310633,3.056458934180504,1.5100225041410353,0.26153080857341143,Iris-setosa
+21,6.179366497853917,3.054044870048356,4.899497037745518,0.2615310673019214,Iris-setosa
+22,5.108947716329518,3.0597426377045296,1.5100226314715997,0.26153080880253055,Iris-setosa
+23,6.179366489034491,3.0540000008238097,4.904363258148356,1.6661801721053253,Iris-virginica
+24,5.1089477162880295,3.0619451628871652,1.5100226922613285,0.2615308088463728,Iris-setosa
+25,5.108947716431721,3.054059767386616,4.899491333658087,0.26153080844095533,Iris-setosa
+26,6.179366489624444,3.054000009705167,4.91632588269792,1.670587464098414,Iris-virginica
+27,6.17936648902545,3.0540000009096175,4.903011194940473,1.6659969581002056,Iris-virginica
+28,6.179366489373511,3.0540000171288497,4.958065123108698,1.6887695901638002,Iris-virginica
+29,6.179366495398534,3.054000055064214,4.899549703229024,1.665443178765229,Iris-versicolor
+30,5.108947716273409,3.0542663324673227,1.510022410495297,0.26153080845054405,Iris-setosa
+31,5.1089477163418,3.0783251915476284,1.5100233927853086,0.2615308098717934,Iris-setosa
+0,5.10894771638377,3.060192957727629,1.5100227342527397,0.2615308089600774,Iris-setosa
+1,5.108947716630927,3.055824730264837,1.5100227292550583,0.26153080948443663,Iris-setosa
+2,6.179366490091575,3.0540000102269516,4.9035730851866495,1.6667507163501014,Iris-virginica
+3,6.179366489518195,3.054000000524685,4.899513393337032,1.6654293705320184,Iris-versicolor
+4,5.108947716825649,3.054002707611964,4.899491356450896,0.26153080871670126,Iris-setosa
+5,6.179366489597543,3.054025433932455,4.899491488674434,0.2615308097122738,Iris-setosa
+6,6.179366498408394,3.054756340809013,1.5100296965838318,0.2615310930473093,Iris-setosa
+7,6.179366488852566,3.0540000001904373,4.9007403335118065,1.6655488436770973,Iris-virginica
+8,6.179366491307544,3.0540014423541617,4.899491572360463,0.26153081295572833,Iris-setosa
+9,5.108947717190589,3.054058140684222,4.89949165173226,0.261530810683532,Iris-setosa
+10,6.1793664891865765,3.0540000022696705,4.909662466551492,1.667547342530365,Iris-virginica
+11,5.108947716361098,3.10062378139644,1.5100244497173088,0.2615308115300053,Iris-setosa
+12,6.1793664894659805,3.054000012490331,4.933016911933759,1.6774155840958174,Iris-virginica
+13,5.108947716425947,3.095714333677637,1.510024381333512,0.261530811907286,Iris-setosa
+14,5.108947716910989,3.054449552799641,1.5100226339091523,0.2615308096638361,Iris-setosa
+15,6.179366488920468,3.0540000000671594,4.900018369598642,1.6654568910341816,Iris-virginica
+16,6.179366489025786,3.054000000320262,4.901984177742932,1.665688763402283,Iris-virginica
+17,6.179366494209288,3.0540000612222435,4.899492573535002,1.6654276924779516,Iris-versicolor
+18,6.17936649111512,3.054000010145469,4.899494582650479,1.6654280102830383,Iris-versicolor
+19,5.108947716357657,3.085963547156793,1.5100237409250394,0.26153081044385557,Iris-setosa
+20,6.17936648899436,3.0540000004381342,4.8999458113442955,1.6654807331167412,Iris-virginica
+21,5.108947716853694,3.127705587411688,1.510029590878559,0.2615308247217307,Iris-setosa
+22,6.179366489347678,3.054000001563569,4.900651376050393,1.6656254875852177,Iris-virginica
+23,6.179366489006758,3.0540000006790433,4.903577973408075,1.666009363517823,Iris-virginica
+24,6.179366489368353,3.054000007630848,4.917313677849499,1.6708751133429862,Iris-virginica
+25,5.108947716592798,3.059607711020044,1.5100229730357828,0.2615308099086043,Iris-setosa
+26,6.179366489121805,3.0540000022363154,4.903624003280445,1.666366589983485,Iris-virginica
+27,5.108947716355999,3.096069815020531,1.5100242003925597,0.2615308111946643,Iris-setosa
+28,5.108947716306778,3.0789129106768307,1.5100234027536656,0.26153080999080786,Iris-setosa
+29,6.17936648918833,3.054000002121416,4.907189243816545,1.6669883938008883,Iris-virginica
+30,6.179366489306261,3.0540000002406607,4.899495880498036,1.66542776030836,Iris-versicolor
+31,5.108947716416445,3.07107209420483,1.5100232471327921,0.26153080991975813,Iris-setosa
+0,5.108947716355193,3.0800664798971478,1.510023548308761,0.2615308101993457,Iris-setosa
+1,6.179366498859053,3.0540329904860952,4.899498132475579,0.261531189750377,Iris-setosa
+2,5.108947716336173,3.0569645707634288,1.5100225451888547,0.2615308086558903,Iris-setosa
+3,5.108947716924784,3.0550800972858045,1.5100228152334374,0.2615308106192236,Iris-setosa
+4,6.179366492856096,3.0545593577204335,1.510024216962145,0.26153083902588514,Iris-setosa
+5,6.179366488844925,3.0540000001373664,4.900456791362308,1.6655086802492531,Iris-virginica
+6,5.108947716362977,3.0593985501079404,1.510022698346145,0.2615308090157151,Iris-setosa
+7,6.17936648891159,3.0540000003832133,4.901927915709618,1.6657361139357714,Iris-virginica
+8,5.108947716296261,3.0540368645526508,4.899491311558864,0.26153080841883436,Iris-setosa
+9,5.108947716361439,3.085602273352251,1.5100238328140225,0.2615308108954526,Iris-setosa
+10,5.108947716590175,3.055309929864302,1.5100225559825904,0.26153080879199453,Iris-setosa
+11,6.1793665009690955,3.054112094353326,4.8995031676295095,0.2615314290898832,Iris-setosa
+12,6.179366489229497,3.0540000014422777,4.9073832882676385,1.6667635736449864,Iris-virginica
+13,6.179366500695228,3.0540008092280098,4.908772718014069,1.6756138882559328,Iris-virginica
+14,5.108947716529769,3.055162885878903,1.510022558989641,0.2615308088727777,Iris-setosa
+15,6.179366489126368,3.054000001893121,4.904009633415461,1.666341993361729,Iris-virginica
+16,6.179366489915515,3.054000001434289,4.8995454887832315,1.6654343436038577,Iris-virginica
+17,6.179366489181751,3.0540000020256333,4.9092648763570015,1.6673827963989816,Iris-virginica
+18,5.108947716362447,3.069968482148888,1.5100230875367586,0.2615308094916562,Iris-setosa
+19,6.179366489034056,3.054000000352982,4.899550145847908,1.6654336860066794,Iris-virginica
+20,6.179366489345996,3.0540000058179575,4.910973329091765,1.668663747326143,Iris-virginica
+21,5.1089477165808646,3.0810295837053645,1.5100242135111983,0.2615308121305089,Iris-setosa
+22,5.108947716702783,3.060082707766921,1.5100231883407707,0.2615308108267426,Iris-setosa
+23,6.1793664895058384,3.05400001629068,4.951990555708571,1.6852199555655945,Iris-virginica
diff --git a/iris/lct_gan/2/10/test.csv b/iris/lct_gan/2/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/train.csv b/iris/lct_gan/2/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/10/val.csv b/iris/lct_gan/2/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/synth.csv b/iris/lct_gan/2/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f302c37afc3cceb3c75b3a3ad2b47b97c14dd57
--- /dev/null
+++ b/iris/lct_gan/2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488901311,3.054000000084812,4.900123020656444,1.6654673495249044,Iris-virginica
+1,6.1793664899190235,3.054000031496182,4.941319335787417,1.6850097722771913,Iris-virginica
+2,6.179366489161728,3.054000001466679,4.908011007500359,1.6669605165827974,Iris-virginica
+3,6.179366488896427,3.0540000000999696,4.900195178496395,1.6654747714331444,Iris-virginica
+4,6.179366489440251,3.054000002085243,4.900478431034309,1.6656232996586007,Iris-virginica
+5,6.179366491319953,3.054000032417172,4.9022056309404975,1.666709382936614,Iris-virginica
+6,5.108947716318295,3.085495713308746,1.5100236407091547,0.2615308102747064,Iris-setosa
+7,6.179366498063619,3.054000790845796,4.922087450717982,1.691586932364617,Iris-virginica
+8,6.17936649043619,3.0540000158538065,4.9065175317635115,1.6678877125567382,Iris-virginica
+9,6.179366488798644,3.054000000109144,4.899837227495049,1.6654543406441606,Iris-virginica
+10,5.108947716356924,3.056664808055762,1.5100225327453622,0.26153080863648,Iris-setosa
+11,5.108947716412135,3.056558977704654,1.5100225590345258,0.2615308086906754,Iris-setosa
+12,5.108947716302418,3.0763408387568294,1.5100232616285287,0.2615308097198597,Iris-setosa
+13,6.179366490015051,3.054000076735427,4.981110394641509,1.71958900805949,Iris-virginica
+14,6.179366497026817,3.0540028715757135,4.899495273674547,1.665428317179106,Iris-setosa
+15,5.108947716501571,3.0565470144521494,1.5100226177422789,0.2615308088773288,Iris-setosa
+16,5.108947716382287,3.1108811426761465,1.5100248777349237,0.2615308120037277,Iris-setosa
+17,6.1793665077536835,3.05402112263657,4.899533453343769,0.2615414095608634,Iris-setosa
+18,6.179366498574154,3.0540006828630735,4.908126125955235,1.6743300315295564,Iris-virginica
+19,6.179366488802931,3.054000000077803,4.900024778964849,1.665464315089909,Iris-virginica
+20,5.108947716585741,3.0547617047826483,1.5100225262044469,0.2615308087056034,Iris-setosa
+21,5.108947716670581,3.0620309381679913,1.5100232103916922,0.2615308103330451,Iris-setosa
+22,6.1793664893854645,3.054000005684182,4.923064247664484,1.6717495207331443,Iris-virginica
+23,6.17936648930161,3.0540000025760268,4.9044664079453035,1.66647723109244,Iris-virginica
+24,6.179366488836585,3.0540000000947254,4.89961531798092,1.6654352973105784,Iris-virginica
+25,5.108947716658157,3.0558916850762783,1.5100227417723668,0.2615308094995341,Iris-setosa
+26,6.179366503397718,3.0542055043250995,1.510042519080778,0.26153604410410475,Iris-setosa
+27,6.179366488875819,3.0540000003329344,4.901570081251531,1.6656830775688822,Iris-virginica
+28,6.179366489957103,3.054000821168416,4.899491402527734,0.2615308098083709,Iris-setosa
+29,6.179366489479774,3.0540000192696146,4.965097126862336,1.690960847438328,Iris-virginica
+30,6.179366490600793,3.0540000018629816,4.899493986562081,1.665427740584068,Iris-versicolor
+31,6.17936648898079,3.054000000223316,4.901259659649065,1.6655911918007686,Iris-virginica
+0,5.108947716568032,3.0566523710867926,1.510022768259648,0.26153080958787317,Iris-setosa
+1,5.1089477165111195,3.056656642584533,1.5100227523672594,0.26153080956275176,Iris-setosa
+2,6.179366489012895,3.054000001053588,4.902428314498744,1.6659489109650791,Iris-virginica
+3,5.108947716459806,3.05845872401039,1.5100226643890475,0.26153080887314667,Iris-setosa
+4,6.179366488799649,3.0540000000429726,4.89977608644945,1.6654422528539752,Iris-virginica
+5,6.179366488824843,3.0540000000904564,4.9001312567057,1.6654730130582083,Iris-virginica
+6,5.1089477163982915,3.0587579884504414,1.5100226279318838,0.26153080877852913,Iris-setosa
+7,6.179366488951455,3.0540000001346694,4.900564084148714,1.6655075226387461,Iris-virginica
+8,6.1793664890465045,3.0540000007140558,4.904052892631264,1.6660863161671098,Iris-virginica
+9,6.179366490315338,3.0540000079424883,4.899491362956887,1.6654274803948252,Iris-versicolor
+10,6.179366488930777,3.0540000006380397,4.903061368877109,1.6659648142002674,Iris-virginica
+11,6.17936648894155,3.054000000291412,4.899727296644154,1.6654519460824018,Iris-virginica
+12,6.179366500675051,3.0540002703955174,4.899823205345405,1.6655898278976344,Iris-virginica
+13,5.10894771634873,3.0848397387608335,1.5100236850011386,0.2615308102828402,Iris-setosa
+14,6.179366489029412,3.054000000173335,4.899522975384887,1.6654295487093655,Iris-virginica
+15,6.179366488997938,3.054000001004122,4.905013141070259,1.666377124780113,Iris-virginica
+16,5.108947717008266,3.0669548702607394,1.510024631637073,0.2615308162747691,Iris-setosa
+17,5.108947716422027,3.0757252214708983,1.510023521309919,0.2615308105180563,Iris-setosa
+18,5.108947716340146,3.0879615342882545,1.5100237980185935,0.2615308104930383,Iris-setosa
+19,6.179366490660281,3.054000016585264,4.901265421786146,1.666140977563976,Iris-virginica
+20,5.1089477164350745,3.0568132000402004,1.5100226086846942,0.2615308088442206,Iris-setosa
+21,6.179366489280347,3.0540000024860405,4.911904600348006,1.6680411008269673,Iris-virginica
+22,6.179366494163556,3.0543980042628833,1.5100268169747386,0.2615310181882318,Iris-setosa
+23,5.108947716329256,3.0905141842356794,1.510023856274599,0.26153081066094364,Iris-setosa
+24,6.1793664902668635,3.05400003369657,4.904987042024754,1.668541609550041,Iris-virginica
+25,6.179366490397993,3.054000004450805,4.8997140825293926,1.6654765357184507,Iris-virginica
+26,5.108947716252403,3.058293132938706,1.5100225279186679,0.2615308086063768,Iris-setosa
+27,6.179366488949782,3.0540000003966337,4.9019116278916215,1.665715051020756,Iris-virginica
+28,5.108947716753963,3.054338429688327,1.5100226267295487,0.26153081009394175,Iris-setosa
+29,6.179366504668168,3.058454713318316,1.5100609430897858,0.26153299211538095,Iris-setosa
+30,5.108947716442431,3.065497588817319,1.5100230408081474,0.26153080958566577,Iris-setosa
+31,5.108947716901454,3.064049770433813,1.510023761299148,0.26153081227476543,Iris-setosa
+0,5.10894771753968,3.0541921294191634,1.5100227918814093,0.26153081278593776,Iris-setosa
+1,6.179366498783999,3.0557767021769404,1.5100336287706828,0.2615311923097499,Iris-setosa
+2,5.108947716273994,3.0551124287363813,1.5100224430548923,0.26153080848912535,Iris-setosa
+3,6.179366490932396,3.0540000038378587,4.899512235429627,1.6654304404924138,Iris-versicolor
+4,5.1089477163466,3.0664028259658633,1.5100229608368432,0.2615308092787789,Iris-setosa
+5,6.179366489538497,3.054000030459738,4.977528253452103,1.7010953093555725,Iris-virginica
+6,5.108947716387154,3.067857165295981,1.5100230832746864,0.26153080956019853,Iris-setosa
+7,6.1793664891716125,3.0540000009222448,4.900166820744353,1.6655272116778737,Iris-virginica
+8,5.108947716440445,3.1281435670605093,1.5100260342469711,0.261530813849572,Iris-setosa
+9,5.108947716291943,3.055322231701323,1.510022457710626,0.2615308085131297,Iris-setosa
+10,6.179366489248454,3.054000001608351,4.9007777516410815,1.665665533296332,Iris-virginica
+11,6.179366488989776,3.0540000003552557,4.902198604830594,1.6657306779756136,Iris-virginica
+12,6.179366489754012,3.0540000558173186,5.028232720988958,1.729261641621486,Iris-virginica
+13,5.108947716833215,3.056106411452506,1.5100228668219,0.2615308102950133,Iris-setosa
+14,6.179366488843048,3.054000000183096,4.9000279207228985,1.6654764737185088,Iris-virginica
+15,6.179366488844373,3.0540000001810306,4.9000787194642825,1.6654813221560156,Iris-virginica
+16,6.179366491243459,3.0540190885385194,4.899491840744039,0.2615308144282123,Iris-setosa
+17,6.179366489683282,3.0540000473473383,5.017920353661082,1.7226689513117293,Iris-virginica
+18,6.179366489221263,3.054000003137727,4.9087160760853985,1.6675704847231454,Iris-virginica
+19,5.108947716840728,3.0542929397014067,1.510022564969685,0.2615308093555426,Iris-setosa
+20,6.17936648887998,3.0540000001482515,4.90045981069009,1.6655064433509983,Iris-virginica
+21,5.108947716284877,3.080832351835146,1.5100233874948639,0.2615308099005647,Iris-setosa
+22,6.179366488979524,3.0540000003153494,4.901789425482693,1.665672420065961,Iris-virginica
+23,6.179366488964316,3.0540000002668437,4.901359195554638,1.6656150197239294,Iris-virginica
+24,6.17936648925659,3.0540000021053086,4.902108190321968,1.6659733213607903,Iris-virginica
+25,6.179366488897975,3.0540000004777403,4.901905162244621,1.6657664109963928,Iris-virginica
+26,6.179366489132103,3.0540000013703064,4.907432163446795,1.6668415085053867,Iris-virginica
+27,5.108947716918732,3.0540027368908538,4.89949136551736,0.26153080879499163,Iris-setosa
+28,5.108947716913643,3.0814265911060037,1.51002525330459,0.26153081539846496,Iris-setosa
+29,6.179366489473088,3.054000004116102,4.904274677651007,1.6665973564241594,Iris-virginica
+30,6.179366489720713,3.054000049786058,4.998036862070441,1.7166171140452637,Iris-virginica
+31,6.179366488848916,3.0540000001517433,4.899693322696698,1.665444229122432,Iris-virginica
+0,6.179366489150594,3.0540000014573985,4.9066550929665045,1.6667171847526119,Iris-virginica
+1,6.179366488863312,3.0540000002669685,4.900807917560181,1.6655718258979841,Iris-virginica
+2,6.1793664889259485,3.0540000003550474,4.900923532380389,1.6655918839290054,Iris-virginica
+3,6.179366489008939,3.0540000007902366,4.903718621847099,1.666071258570472,Iris-virginica
+4,6.1793664889896665,3.0540000005559715,4.9022721370553395,1.6657958458757995,Iris-virginica
+5,5.1089477163402215,3.100722687920579,1.510024287314568,0.26153081109201964,Iris-setosa
+6,6.179366494336201,3.0540004155551195,4.899506135557403,1.6654329395161807,Iris-versicolor
+7,5.108947716775031,3.054347464335693,1.5100225655427464,0.2615308093244524,Iris-setosa
+8,6.1793664894764975,3.05400272182525,4.899491356978585,0.26153080878962165,Iris-setosa
+9,6.17936648916122,3.054000001340607,4.907234719479435,1.666777000680433,Iris-virginica
+10,6.17936648896216,3.0540000001398346,4.900521866420721,1.665502941913923,Iris-virginica
+11,6.179366489845365,3.0540000072235705,4.903812437239928,1.6666592045761897,Iris-virginica
+12,5.108947716338042,3.0947285590953966,1.5100240847635398,0.2615308107859678,Iris-setosa
+13,5.10894771649592,3.0985156280196695,1.5100249200574816,0.26153081298480346,Iris-setosa
+14,6.179366489001325,3.0540000007062296,4.903931367155213,1.6660882251752362,Iris-virginica
+15,6.179366489461479,3.054000000449006,4.8995016847159425,1.665428310204003,Iris-versicolor
+16,6.179366490761129,3.0540000046528166,4.899492667873346,1.6654276450949497,Iris-versicolor
+17,6.179366489224446,3.054000002100087,4.903672643956295,1.6662842270929121,Iris-virginica
+18,6.17936648913163,3.054000001364261,4.901234830243545,1.66575158930477,Iris-virginica
+19,6.179366497169226,3.0564198119218973,1.510036518228707,0.2615313742421992,Iris-setosa
+20,5.108947716437662,3.0550259086702383,1.5100224901600725,0.26153080858462824,Iris-setosa
+21,5.108947716395291,3.1060299866336574,1.5100247269721014,0.2615308118823805,Iris-setosa
+22,6.179366491849582,3.0540000075959526,4.899491600291461,1.6654275021832508,Iris-versicolor
+23,6.179366490078027,3.0540000024837375,4.8997111273236085,1.66546575563987,Iris-virginica
diff --git a/iris/lct_gan/2/11/test.csv b/iris/lct_gan/2/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/train.csv b/iris/lct_gan/2/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/11/val.csv b/iris/lct_gan/2/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/synth.csv b/iris/lct_gan/2/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2194d8f44359c3baf80d14c6d8ad8055073dcc0
--- /dev/null
+++ b/iris/lct_gan/2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771642378,3.092389347997462,1.5100242110570672,0.26153081117613014,Iris-setosa
+1,6.179366489067149,3.0540000005510897,4.903427564941431,1.6659372887368185,Iris-virginica
+2,5.108947716405649,3.0541869342598433,1.51002244114948,0.26153080862392575,Iris-setosa
+3,5.108947716420414,3.065501766537713,1.5100230078423642,0.26153080944252666,Iris-setosa
+4,5.108947716847351,3.0570575622714045,1.5100229638962552,0.26153081030725794,Iris-setosa
+5,5.108947716391654,3.093701847683027,1.5100241296394499,0.26153081109207077,Iris-setosa
+6,6.179366495083112,3.054000088857746,4.899500080269052,1.6654297421399678,Iris-versicolor
+7,6.179366489172546,3.0540000027654237,4.912598949786902,1.6684134120100598,Iris-virginica
+8,6.179366495612655,3.054526594109233,1.5100282362446418,0.2615311300072761,Iris-setosa
+9,6.1793664924894065,3.054000253383089,4.8994915001631485,1.6654274850548665,Iris-versicolor
+10,5.1089477164816435,3.0651941293503246,1.510023138097549,0.2615308098231564,Iris-setosa
+11,6.1793665014169905,3.0540053152565187,4.899604686077335,1.6655016656818098,Iris-setosa
+12,5.108947716477777,3.108815619756424,1.5100250843680352,0.2615308127248713,Iris-setosa
+13,6.179366489051486,3.054000000186668,4.8995183692910915,1.6654292899158047,Iris-virginica
+14,5.1089477163411665,3.083004561981383,1.5100235609380936,0.26153081033496717,Iris-setosa
+15,6.179366488980398,3.054000000229682,4.901101191206064,1.665572715786249,Iris-virginica
+16,5.108947716364311,3.0549458147671658,1.510022481709694,0.26153080860717864,Iris-setosa
+17,6.179366495749702,3.078774059028059,1.510054609261665,0.261531264770616,Iris-setosa
+18,6.179366489140688,3.054000002386888,4.908876653787932,1.6674753019562252,Iris-virginica
+19,6.179366491597346,3.0540000507346012,4.904870613087232,1.668318853837034,Iris-virginica
+20,5.108947716919121,3.116182130536067,1.5100292879762167,0.26153082643312864,Iris-setosa
+21,6.179366496062075,3.0540001860681967,4.899533315386817,1.665442403708605,Iris-versicolor
+22,6.179366489173578,3.0540000015158015,4.9079020869678756,1.6669637679172244,Iris-virginica
+23,5.108947716362432,3.086294132827943,1.5100238231917404,0.2615308105765084,Iris-setosa
+24,5.108947716643092,3.086465514348886,1.5100246846063343,0.26153081272130374,Iris-setosa
+25,6.1793665124444646,3.05468645882626,1.510054298147946,0.26153620396973626,Iris-setosa
+26,6.179366491961817,3.0540000493999346,4.901330506615531,1.6664350085043929,Iris-virginica
+27,5.108947716508124,3.0564122465451873,1.5100226727629593,0.2615308091460818,Iris-setosa
+28,5.10894771632733,3.069300657042277,1.5100230632415517,0.2615308094959068,Iris-setosa
+29,6.179366488858625,3.0540000000703444,4.89997379413532,1.6654563365618102,Iris-virginica
+30,6.179366489016451,3.054000001445263,4.904801001953192,1.6664812588360256,Iris-virginica
+31,6.1793664889190545,3.0540000002016696,4.899570476423522,1.6654343642224465,Iris-virginica
+0,6.179366489384204,3.0540000047318965,4.902542097848128,1.6663536456165815,Iris-virginica
+1,6.179366489042581,3.054000000416879,4.902345989767937,1.6657507448642246,Iris-virginica
+2,6.179366488949102,3.0540000001271794,4.900467938965535,1.6654986712238569,Iris-virginica
+3,5.108947716348712,3.0712513031155835,1.5100231386442673,0.2615308097024456,Iris-setosa
+4,6.1793664890098166,3.054000000442955,4.902471505904008,1.6657888347175724,Iris-virginica
+5,5.10894771638467,3.1002121559992,1.5100244030820178,0.26153081154798874,Iris-setosa
+6,5.108947716340586,3.0675265023490783,1.5100229651166193,0.2615308092892605,Iris-setosa
+7,6.179366512224256,3.054025670790687,4.8996513453101675,0.2615863098700451,Iris-setosa
+8,6.179366488999576,3.054000000234721,4.901326373885591,1.6655975282655544,Iris-virginica
+9,5.108947716311682,3.087323091676794,1.5100236893760852,0.2615308103701792,Iris-setosa
+10,6.1793664891342965,3.0540000013340616,4.906259213082797,1.6665931078398335,Iris-virginica
+11,5.108947716616035,3.0543973373067264,1.5100225409452115,0.26153080914616106,Iris-setosa
+12,5.108947716300509,3.0584612950390877,1.5100225591523637,0.2615308086480426,Iris-setosa
+13,6.179366489022133,3.054000000542051,4.9032654395170745,1.665922819590011,Iris-virginica
+14,5.108947716349466,3.101243922533742,1.510024256531707,0.26153081142457313,Iris-setosa
+15,5.108947716307452,3.0565881346109527,1.5100225247578714,0.2615308086406619,Iris-setosa
+16,5.108947716342902,3.0653642808988666,1.5100228953087642,0.2615308092644055,Iris-setosa
+17,5.108947716504457,3.148165701772345,1.5100275321130812,0.2615308160437938,Iris-setosa
+18,6.179366489432152,3.05400000289961,4.9028244025041365,1.666144133669755,Iris-virginica
+19,6.1793664896097775,3.0540000025981033,4.900065987937785,1.665547097827048,Iris-virginica
+20,5.108947716385374,3.086348908457497,1.5100237685115088,0.26153081044511284,Iris-setosa
+21,6.1793664889210165,3.054000000162048,4.900666983906511,1.6655242978940832,Iris-virginica
+22,5.108947716389828,3.054520319026296,1.5100224564804474,0.26153080856795186,Iris-setosa
+23,6.179366492924143,3.0540000179578644,4.899746858006173,1.665495914735566,Iris-virginica
+24,5.108947716326623,3.0779327546857944,1.5100233588580674,0.2615308099525448,Iris-setosa
+25,6.1793664888398006,3.054000000185396,4.9004605775159025,1.6655193848439642,Iris-virginica
+26,5.108947716292717,3.067096239811128,1.510022889753612,0.26153080914536536,Iris-setosa
+27,6.179366488944734,3.054000000477163,4.900748168658118,1.6655871805106337,Iris-virginica
+28,6.179366489068003,3.0540000006237684,4.899880857616916,1.6654791536013935,Iris-virginica
+29,5.10894771640884,3.0560830629057327,1.5100225493578068,0.26153080870626333,Iris-setosa
+30,6.179366489096185,3.0540000008261794,4.904432879053368,1.6661523975588068,Iris-virginica
+31,5.108947716357204,3.08925157892794,1.5100238239823116,0.26153081060686717,Iris-setosa
+0,6.179366488916743,3.054000000149851,4.900462277371746,1.6655034467901642,Iris-virginica
+1,6.1793664889207855,3.0540000001712735,4.900667483984812,1.6655260518306658,Iris-virginica
+2,6.179366488962714,3.0540000003378562,4.901775703521708,1.6656822344792783,Iris-virginica
+3,6.179366489221726,3.05400000201963,4.910524743808227,1.667608155912001,Iris-virginica
+4,6.179366488992811,3.054000000880749,4.902946868729285,1.6659875800665598,Iris-virginica
+5,5.108947716503342,3.054516339526258,1.5100224794914578,0.2615308086391113,Iris-setosa
+6,6.179366488967434,3.0540000004654626,4.901687132795331,1.6657027052994697,Iris-virginica
+7,6.1793664888438515,3.0540000001515244,4.900498551320304,1.6655154739440943,Iris-virginica
+8,5.108947716447021,3.0797935773557574,1.5100237346594838,0.2615308105619103,Iris-setosa
+9,6.179366491899946,3.054000052445424,4.900870398425766,1.6661976863767731,Iris-virginica
+10,6.179366491104235,3.0540000189094196,4.900023655938285,1.6656255166686993,Iris-virginica
+11,6.1793664948849125,3.054000824016075,4.955390753599181,1.741931177423374,Iris-virginica
+12,5.108947716394886,3.0552471564961747,1.5100225538163217,0.26153080893218805,Iris-setosa
+13,5.108947716401708,3.1124236890584416,1.5100249745762784,0.26153081219860674,Iris-setosa
+14,6.179366488878676,3.054000000156145,4.900479038300164,1.6655101022619994,Iris-virginica
+15,5.108947716424217,3.0541473494032227,1.5100224189270184,0.2615308084775113,Iris-setosa
+16,6.179366489352768,3.0540000039618986,4.904260768087378,1.6666704013852494,Iris-virginica
+17,5.108947716285959,3.0680750458913546,1.510022907804018,0.26153080927210814,Iris-setosa
+18,5.108947716274911,3.0587892505172913,1.5100225576636166,0.2615308086474682,Iris-setosa
+19,5.108947716790931,3.105913110277133,1.5100269221534974,0.26153081863214467,Iris-setosa
+20,6.179366509075739,3.0540021034771407,4.899535699134302,1.66544675859038,Iris-versicolor
+21,5.108947716479961,3.054396031316316,1.510022439346071,0.26153080849089566,Iris-setosa
+22,5.108947716383208,3.0547880416270616,1.5100224586607067,0.2615308085238064,Iris-setosa
+23,6.179366490893916,3.0540000051647183,4.899528267403907,1.6654337730344897,Iris-versicolor
+24,6.179366491245149,3.054000005765441,4.899491449127215,1.6654274852520636,Iris-versicolor
+25,6.179366490058638,3.0540001303756026,5.0956154889221725,1.7909630126589626,Iris-virginica
+26,5.108947716424901,3.1009577993989503,1.5100246280677005,0.2615308119970388,Iris-setosa
+27,5.10894771695451,3.0540173964649133,4.899491384471988,0.2615308087121502,Iris-setosa
+28,5.108947716469819,3.1304564818636775,1.5100263325335146,0.2615308146986704,Iris-setosa
+29,5.108947716407298,3.062640259089968,1.5100228705475562,0.2615308092611734,Iris-setosa
+30,5.108947716378599,3.1031935640222597,1.5100244496186874,0.2615308116395059,Iris-setosa
+31,6.179366488965169,3.0540000001870937,4.900906430738209,1.6655485491335638,Iris-virginica
+0,6.179366493010173,3.0540013335765557,4.89949266622316,1.6654276942697068,Iris-setosa
+1,5.108947718597737,3.0708692517929648,1.5100313469353366,0.2615308727066048,Iris-setosa
+2,5.108947716421065,3.127974597187023,1.5100258184046669,0.26153081333875605,Iris-setosa
+3,5.108947716433124,3.0642815912530375,1.5100231068535384,0.2615308099909045,Iris-setosa
+4,6.17936650580415,3.0540041504470157,4.899524383152816,1.6654424697565928,Iris-setosa
+5,5.10894771643766,3.054090692315354,1.5100224104246442,0.26153080846159527,Iris-setosa
+6,5.108947716561155,3.1589417024878443,1.5100289302044017,0.2615308187306523,Iris-setosa
+7,5.108947716468866,3.0603854395539085,1.5100227485559345,0.2615308089944291,Iris-setosa
+8,6.179366489145572,3.054000001044277,4.905988726807182,1.6664473916951952,Iris-virginica
+9,5.108947716519386,3.0554739733079175,1.5100225511066352,0.26153080876268564,Iris-setosa
+10,5.108947716359733,3.1090848291607873,1.510024639549985,0.2615308115892573,Iris-setosa
+11,6.179366489341343,3.054000003310903,4.906784993728149,1.6670775834843747,Iris-virginica
+12,5.10894771699787,3.055694739367832,1.5100228893397725,0.261530810507275,Iris-setosa
+13,6.17936649110187,3.054000003743167,4.899493736799456,1.6654277707431107,Iris-versicolor
+14,5.108947716467018,3.112101088548431,1.5100253534028494,0.26153081306866116,Iris-setosa
+15,5.108947716696844,3.0540015879091666,4.899491320488259,0.2615308084837329,Iris-setosa
+16,6.179366488990369,3.054000000934878,4.902440295468097,1.665930762770592,Iris-virginica
+17,5.108947716390138,3.1046454788256286,1.5100246233304755,0.261530811934793,Iris-setosa
+18,5.108947717396904,3.0619617578551126,1.510025077554761,0.2615308224661322,Iris-setosa
+19,5.1089477165723824,3.072635722378479,1.510023689236555,0.2615308110301607,Iris-setosa
+20,5.108947716393243,3.1184020632894898,1.5100251949247576,0.26153081257985483,Iris-setosa
+21,5.1089477163598,3.0540878593238667,1.5100224074913222,0.26153080846582183,Iris-setosa
+22,5.108947716329635,3.0915032333779515,1.5100238245408324,0.26153081062692013,Iris-setosa
+23,6.179366489586748,3.0540000157924823,4.930127731141996,1.676836872872942,Iris-virginica
diff --git a/iris/lct_gan/2/12/test.csv b/iris/lct_gan/2/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/train.csv b/iris/lct_gan/2/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/12/val.csv b/iris/lct_gan/2/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/synth.csv b/iris/lct_gan/2/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5064258edd1704f9c95b7014f75f09736a30c886
--- /dev/null
+++ b/iris/lct_gan/2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489075229,3.054000001045058,4.9015328624500665,1.6657690231824398,Iris-virginica
+1,6.17936650061577,3.054000599589211,4.902621320881867,1.6681511655680992,Iris-virginica
+2,6.179366489059709,3.054000001118245,4.906323904728304,1.666616801828591,Iris-virginica
+3,5.108947716765072,3.0540065905253684,4.899491379411664,0.26153080882407986,Iris-setosa
+4,5.1089477162944785,3.074140195963239,1.5100231287152188,0.26153080948995555,Iris-setosa
+5,5.108947716689276,3.0540008912891325,4.899491326824019,0.2615308085601685,Iris-setosa
+6,5.108947716448107,3.0540012256649254,4.899491305333197,0.26153080842797544,Iris-setosa
+7,5.1089477163943995,3.1192153004343157,1.510025218911948,0.2615308125932745,Iris-setosa
+8,6.179366489331483,3.054000012081661,4.941554158018491,1.6808675096150696,Iris-virginica
+9,5.108947716343235,3.061800971966838,1.5100227208119563,0.2615308089317859,Iris-setosa
+10,5.10894771633232,3.074852374132224,1.510023191428539,0.26153080966731457,Iris-setosa
+11,5.108947716259371,3.0723237344052077,1.5100230182550674,0.2615308093609512,Iris-setosa
+12,6.1793664890997,3.054000001080882,4.905679219181353,1.666434496370026,Iris-virginica
+13,5.108947716275191,3.066577824957992,1.510022854025131,0.2615308091319785,Iris-setosa
+14,6.179366499139942,3.0540010285446035,4.900107980005199,1.6659427174834573,Iris-virginica
+15,5.10894771637578,3.0959622761508223,1.5100242455237252,0.2615308110787047,Iris-setosa
+16,5.108947716336569,3.0584234814373072,1.5100225822696658,0.2615308086854734,Iris-setosa
+17,5.108947716364017,3.1031371688217164,1.5100244409258066,0.2615308113911368,Iris-setosa
+18,5.108947716331822,3.0654696463880233,1.5100229252825499,0.2615308093457314,Iris-setosa
+19,6.179366489019197,3.054000000796839,4.9011436207687105,1.6656788935493756,Iris-virginica
+20,5.108947716800475,3.102970353009844,1.5100274175210855,0.261530821941725,Iris-setosa
+21,6.179366488970077,3.0540000004132732,4.901185932591154,1.6656256407641683,Iris-virginica
+22,5.108947716561166,3.0673939269403676,1.5100234926873255,0.2615308108872243,Iris-setosa
+23,6.1793664903241705,3.0540000274412433,4.899491344095543,1.6654274771022313,Iris-versicolor
+24,5.108947717018862,3.070354208899507,1.5100251210551736,0.2615308184397784,Iris-setosa
+25,6.1793664890476006,3.0540000003296655,4.901870212262647,1.6656710914529935,Iris-virginica
+26,6.179366489661328,3.0540000077319838,4.911797304141759,1.6688520783927017,Iris-virginica
+27,6.179366506164905,3.054006421809707,5.04606368955833,1.9463853537578686,Iris-virginica
+28,6.179366497169421,3.0548109941859107,1.5100309624857489,0.26153125797307425,Iris-setosa
+29,6.179366488819146,3.054000000189249,4.899983162395854,1.665475472352061,Iris-virginica
+30,5.1089477164042565,3.058945988283049,1.5100226425236412,0.26153080877003854,Iris-setosa
+31,6.17936648890012,3.0540000002020835,4.900951540087391,1.6655646302215068,Iris-virginica
+0,6.17936648941501,3.0540000050804776,4.923480969420402,1.6715704035990442,Iris-virginica
+1,5.108947716342238,3.0918475870124196,1.5100240042256128,0.2615308108278984,Iris-setosa
+2,6.179366489133884,3.054000000656217,4.900414469084924,1.6655407994435256,Iris-virginica
+3,6.179366488897719,3.054000000163497,4.9005960837859615,1.6655209824472748,Iris-virginica
+4,6.179366488848922,3.054000000124916,4.900278179524967,1.6654894415771422,Iris-virginica
+5,6.179366490916241,3.054000022056302,4.900351647212448,1.6658045300606694,Iris-virginica
+6,6.179366488909677,3.05400000036547,4.900462464485843,1.6655406961856956,Iris-virginica
+7,5.108947716811385,3.054223430538945,1.5100224828686262,0.26153080869422696,Iris-setosa
+8,6.1793665085794975,3.0540093813144558,4.900632395352758,1.6667509053799874,Iris-virginica
+9,6.17936648953998,3.054000000498258,4.899494573685613,1.6654277231801886,Iris-versicolor
+10,5.1089477163567265,3.0890707279074365,1.5100238567765076,0.26153081053929234,Iris-setosa
+11,6.1793664889480535,3.0540000009993604,4.903817467335854,1.6662117754246517,Iris-virginica
+12,6.17936648929319,3.054000006832412,4.9177466444311415,1.671045188445592,Iris-virginica
+13,6.179366489187051,3.0540000035447163,4.9133504375198,1.6688526326356676,Iris-virginica
+14,6.179366489119557,3.054000001843094,4.9039007007669735,1.6663175517159314,Iris-virginica
+15,5.108947716425404,3.05429449009651,1.5100224511681417,0.26153080861503913,Iris-setosa
+16,5.108947716291669,3.054627453707594,1.5100224272537546,0.26153080845691384,Iris-setosa
+17,6.179366488888209,3.054000000294975,4.900114546879461,1.6654948267367926,Iris-virginica
+18,6.179366491525144,3.054000050697944,4.899491463303544,1.6654274899031105,Iris-versicolor
+19,5.108947718179203,3.0650359201254376,1.5100284708762117,0.26153085526917463,Iris-setosa
+20,5.108947716498787,3.126465942662046,1.510026446080884,0.26153081502709574,Iris-setosa
+21,6.1793664891093565,3.0540000008347934,4.904640512189399,1.6661738871165177,Iris-virginica
+22,5.108947716479476,3.0696696519824695,1.510023459234587,0.26153081055192157,Iris-setosa
+23,6.179366489396117,3.0540000096717015,4.943661642361401,1.6798869261568343,Iris-virginica
+24,5.108947717002318,3.066219318591352,1.5100242099412258,0.2615308139200249,Iris-setosa
+25,6.179366493080773,3.054462893834548,1.5100243490373235,0.2615308464369862,Iris-setosa
+26,6.179366489096551,3.054000000483171,4.9027315931304924,1.6657995789356594,Iris-virginica
+27,5.108947716480019,3.110886597056376,1.5100254181074502,0.2615308134007238,Iris-setosa
+28,6.179366489456552,3.0540000124363216,4.912135712736768,1.6705052224357453,Iris-virginica
+29,5.108947716358349,3.0707541527787585,1.5100230956506644,0.2615308095622699,Iris-setosa
+30,5.108947716354334,3.0582202639160574,1.5100225894463313,0.2615308087370505,Iris-setosa
+31,5.108947716250337,3.0547188604589173,1.5100224233958386,0.2615308084545533,Iris-setosa
+0,6.1793664891066875,3.0540000011915467,4.906437782660689,1.666615925908554,Iris-virginica
+1,5.108947716484233,3.0540052359365397,4.899491321292269,0.26153080847872073,Iris-setosa
+2,6.179366488996138,3.054000000412936,4.902484648446405,1.6657887072447488,Iris-virginica
+3,5.1089477163614765,3.0833010851445937,1.510023690372701,0.26153081036577264,Iris-setosa
+4,5.1089477163620165,3.0685012200590003,1.510023045431848,0.2615308094243752,Iris-setosa
+5,6.179366495781667,3.054014508102846,4.8994930020691845,0.26153085046421454,Iris-setosa
+6,5.108947716540372,3.05409857505845,1.5100224278003322,0.2615308085649759,Iris-setosa
+7,6.179366488834914,3.0540000001185765,4.89971059150798,1.6654437608060517,Iris-virginica
+8,5.10894771626601,3.054912947819769,1.5100224323631946,0.2615308084713321,Iris-setosa
+9,5.108947716244532,3.0597096594719995,1.510022574474729,0.26153080867521855,Iris-setosa
+10,5.1089477164907775,3.1189590540375107,1.5100257872695297,0.261530813702663,Iris-setosa
+11,6.179366491677212,3.0540109717293813,4.899492016468037,0.26153082317047305,Iris-setosa
+12,5.108947716287101,3.059190273439739,1.5100225963888836,0.26153080872900303,Iris-setosa
+13,6.179366489053477,3.0540000003948613,4.902486885021692,1.6657619169485014,Iris-virginica
+14,6.179366489028791,3.054000000250934,4.901377014288388,1.6656011683908185,Iris-virginica
+15,6.1793665125999135,3.0540086523554812,4.941870299742863,1.7558928929762536,Iris-virginica
+16,5.108947716772372,3.0611570234579792,1.5100232599783718,0.2615308106589769,Iris-setosa
+17,6.179366489055295,3.054000001546798,4.903734869017856,1.6662687117564294,Iris-virginica
+18,6.179366489534104,3.054000000703216,4.89950023298246,1.6654283302916444,Iris-versicolor
+19,6.179366488927042,3.054000000128561,4.900424286370435,1.6654957189573438,Iris-virginica
+20,6.179366489007694,3.0540000006690247,4.903377194412856,1.6659814061608487,Iris-virginica
+21,5.108947716257605,3.0559357127352866,1.510022462569884,0.26153080851518573,Iris-setosa
+22,6.179366489282494,3.0540000071631606,4.925549529341132,1.6734215339147542,Iris-virginica
+23,6.179366490735185,3.0540000039996875,4.899575849871372,1.6654426922238799,Iris-virginica
+24,5.1089477163418575,3.097207397819455,1.510024177758862,0.2615308110838836,Iris-setosa
+25,5.108947716273839,3.0693404460054925,1.5100229337408801,0.26153080925730504,Iris-setosa
+26,6.179366488875519,3.0540000001517225,4.90042130505173,1.6655039269033884,Iris-virginica
+27,5.108947716456675,3.0581538437964793,1.5100227321523851,0.2615308091321801,Iris-setosa
+28,5.108947716775235,3.054003085381868,4.899491333665336,0.26153080854204086,Iris-setosa
+29,5.1089477163474255,3.0741720078148727,1.5100232836031837,0.2615308098513751,Iris-setosa
+30,5.1089477164491806,3.0760430228346682,1.510023555481313,0.2615308103117587,Iris-setosa
+31,5.1089477164688635,3.073938691387846,1.510023653770281,0.26153081097452147,Iris-setosa
+0,6.179366488899075,3.0540000003628434,4.900597713388523,1.6655597017056538,Iris-virginica
+1,6.179366515970393,3.0540048911092925,4.899717209289002,1.6655734970893852,Iris-virginica
+2,6.179366564544065,3.0540809017767976,4.907997281240148,1.682136734979672,Iris-virginica
+3,6.179366489204284,3.054000002718207,4.9135197614139905,1.668639212388897,Iris-virginica
+4,5.108947716295325,3.060955080986653,1.5100226544987074,0.2615308087870833,Iris-setosa
+5,6.179366489238412,3.0540000044952884,4.908626377007278,1.66791960579326,Iris-virginica
+6,5.10894771668164,3.0629666227681565,1.510023397176759,0.2615308111564742,Iris-setosa
+7,5.108947716316589,3.085013680041093,1.510023665707664,0.26153081048301485,Iris-setosa
+8,6.179366489027202,3.0540000003865333,4.902183335734044,1.665727868526583,Iris-virginica
+9,6.179366489322639,3.0540000018515396,4.9008514149922595,1.665691055058285,Iris-virginica
+10,6.179366489035048,3.0540000003746255,4.902107180785233,1.6657146403089773,Iris-virginica
+11,6.179366490699023,3.0540000078600533,4.8994995943258335,1.6654290092755804,Iris-versicolor
+12,6.179366489318204,3.054000000832329,4.899564493193791,1.665437362713311,Iris-virginica
+13,6.179366488882356,3.054000000199933,4.899779712065989,1.665452972669084,Iris-virginica
+14,5.108947716904258,3.105106248381926,1.5100276666918013,0.2615308213722261,Iris-setosa
+15,5.108947716292275,3.06657439665141,1.510022889831579,0.2615308092089878,Iris-setosa
+16,5.108947716778211,3.11528676214514,1.5100279927331506,0.26153082106204806,Iris-setosa
+17,6.179366490415945,3.0540000707296167,4.948761714074142,1.6956066057812007,Iris-virginica
+18,6.179366489045943,3.05400000020071,4.899522808084487,1.6654297206871962,Iris-virginica
+19,5.108947716522846,3.054085268605197,1.510022423741304,0.2615308085466288,Iris-setosa
+20,5.108947716293896,3.086607669536096,1.5100236622271108,0.2615308102142319,Iris-setosa
+21,6.179366490240839,3.05400000193043,4.899504659178936,1.6654290889191121,Iris-versicolor
+22,5.108947717120821,3.0609668333407485,1.5100243217286144,0.2615308176659962,Iris-setosa
+23,5.108947716800466,3.061599411044542,1.5100232856828337,0.261530810586612,Iris-setosa
diff --git a/iris/lct_gan/2/13/test.csv b/iris/lct_gan/2/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/train.csv b/iris/lct_gan/2/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/13/val.csv b/iris/lct_gan/2/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/synth.csv b/iris/lct_gan/2/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87d0856eec3cae88f794e490f39229c29a92a02d
--- /dev/null
+++ b/iris/lct_gan/2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947717082051,3.0544130277811035,1.5100226933240084,0.26153081004052026,Iris-setosa
+1,5.108947716278906,3.058580260255809,1.5100225836153445,0.261530808739859,Iris-setosa
+2,5.1089477167502215,3.0540159991591893,4.89949138890401,0.26153080885671465,Iris-setosa
+3,5.108947716282647,3.073910038182614,1.5100231230671968,0.2615308095222073,Iris-setosa
+4,6.1793664891947,3.0540000021496883,4.905330173516357,1.6666245811119003,Iris-virginica
+5,6.17936648968038,3.054000031637976,4.957605340292271,1.6932006839660911,Iris-virginica
+6,5.10894771641878,3.1245522537175914,1.5100256249442057,0.2615308129686403,Iris-setosa
+7,6.179366488962619,3.054000000562368,4.902731113375811,1.6658730536491595,Iris-virginica
+8,6.179366489194257,3.054000001032048,4.899665937657044,1.6654577008058662,Iris-virginica
+9,6.1793664889392526,3.054000000508849,4.900895367263043,1.6656147827228671,Iris-virginica
+10,6.179366488917077,3.0540000000887635,4.900187651331092,1.6654718032516456,Iris-virginica
+11,6.179366489673797,3.0540000006784904,4.899498732904807,1.665428110939698,Iris-versicolor
+12,6.179366488849189,3.0540000000607876,4.899905548396783,1.6654510550885313,Iris-virginica
+13,6.179366489334287,3.054000005261784,4.921293974386364,1.6712029776252006,Iris-virginica
+14,5.108947716403619,3.0546559190562754,1.5100224592665379,0.26153080853847144,Iris-setosa
+15,6.17936648882257,3.0540000000975516,4.900105127712169,1.6654720139762538,Iris-virginica
+16,5.1089477163624,3.091058469561985,1.5100239843071028,0.26153081072788537,Iris-setosa
+17,6.179366489016628,3.0540000006614623,4.903140803354662,1.665934406336934,Iris-virginica
+18,5.108947716683918,3.054239475973657,1.5100225855226697,0.26153080977859905,Iris-setosa
+19,6.179366489039407,3.054000000620147,4.903668464325694,1.6659941958576674,Iris-virginica
+20,5.108947716340096,3.0972329503350995,1.5100241755783903,0.26153081102245673,Iris-setosa
+21,6.179366489165328,3.0540000030081096,4.907558781162147,1.6673695800084884,Iris-virginica
+22,5.10894771706693,3.054641933654282,1.510022997392403,0.2615308135767093,Iris-setosa
+23,5.108947716818622,3.066880235567631,1.5100237585619558,0.261530811668465,Iris-setosa
+24,5.10894771634763,3.08546567879943,1.510023700202828,0.2615308105589647,Iris-setosa
+25,5.108947716506855,3.0545872065233124,1.5100225138182544,0.2615308087989972,Iris-setosa
+26,5.108947716457177,3.0540681556733724,1.510022425795167,0.26153080860682776,Iris-setosa
+27,5.108947716487206,3.0542824440593366,1.5100224664371145,0.2615308086584887,Iris-setosa
+28,6.17936649664293,3.0540004031433052,4.900986900938699,1.66679621922861,Iris-virginica
+29,5.108947716413038,3.094834887311642,1.5100244621261938,0.2615308122639191,Iris-setosa
+30,6.179366489064697,3.0540000004055226,4.9024361310802105,1.6657562463323121,Iris-virginica
+31,5.108947716384582,3.055190374111911,1.5100224873215833,0.2615308086064086,Iris-setosa
+0,5.1089477164925325,3.0552873537731995,1.5100225274797603,0.2615308087122179,Iris-setosa
+1,5.108947716417812,3.0898878739174327,1.5100239946637437,0.2615308109876677,Iris-setosa
+2,6.179366489398482,3.054000010021477,4.9241055017531865,1.6736391438142038,Iris-virginica
+3,5.108947716474922,3.1199444615599248,1.5100258412104017,0.2615308137508098,Iris-setosa
+4,6.179366504236929,3.0540027527486395,4.899551867883856,1.6654577614612385,Iris-setosa
+5,6.179366489353952,3.0540000070991926,4.925234042662662,1.6729207380783266,Iris-virginica
+6,5.108947716435014,3.1142348588373063,1.51002535752014,0.26153081306702464,Iris-setosa
+7,5.108947716388315,3.0635494228127094,1.5100229027220682,0.26153080924100164,Iris-setosa
+8,6.179366498596197,3.054000285108855,4.902640658806204,1.6678152818917984,Iris-virginica
+9,5.108947716657337,3.077013474279062,1.5100243247498681,0.261530812659116,Iris-setosa
+10,6.17936650111969,3.054000215253125,4.899759851199278,1.6655568365111595,Iris-virginica
+11,6.179366507600819,3.0540050314101728,5.001856983468781,1.8509433805753046,Iris-virginica
+12,5.108947716804078,3.0569567940858318,1.5100230479315888,0.2615308109746687,Iris-setosa
+13,6.1793664926454275,3.054000045034868,4.899492719152815,1.6654277069147476,Iris-versicolor
+14,5.1089477163944395,3.0968689783188497,1.510024255427468,0.261530811232574,Iris-setosa
+15,5.108947716332096,3.0566746971385124,1.510022512125538,0.2615308085894977,Iris-setosa
+16,6.179366489174557,3.0540000027470504,4.907047373224455,1.667157077790354,Iris-virginica
+17,6.1793664931774615,3.0541174597230567,1.5100253946417725,0.2615310665706101,Iris-setosa
+18,6.179366488932426,3.0540000006216483,4.90217428410183,1.6658285895683809,Iris-virginica
+19,6.179366489171614,3.054000001628204,4.902464678535656,1.665987199916652,Iris-virginica
+20,5.108947716834532,3.054133297768464,1.5100226365042138,0.2615308118608555,Iris-setosa
+21,6.179366492356221,3.054000036974011,4.900172034827665,1.6657254127439043,Iris-virginica
+22,5.1089477164208885,3.1185532983776723,1.5100253592543154,0.2615308132491001,Iris-setosa
+23,5.108947716537072,3.0540021212001203,4.899491315179427,0.26153080846554616,Iris-setosa
+24,5.1089477163786325,3.0779959147345446,1.510023472599579,0.2615308102069246,Iris-setosa
+25,6.179366489186551,3.05400000285231,4.912239177158985,1.6683569781266514,Iris-virginica
+26,6.179366488945709,3.0540000003625445,4.901845976541332,1.6657037043846104,Iris-virginica
+27,6.1793664889933035,3.054000000636727,4.902456349955304,1.6658404926905657,Iris-virginica
+28,5.10894771631988,3.069252145578447,1.5100230226959783,0.26153080932206824,Iris-setosa
+29,6.17936648905254,3.054000000860399,4.9045803386409315,1.6662149749644821,Iris-virginica
+30,5.108947716401887,3.1080973416326896,1.510024753197376,0.2615308119390997,Iris-setosa
+31,5.108947716536225,3.0625530139599237,1.5100229774931473,0.2615308094258387,Iris-setosa
+0,6.179366488872196,3.0540000002644017,4.900834791248276,1.665574324745117,Iris-virginica
+1,5.108947717324459,3.0702600838125824,1.510025673600334,0.2615308200037165,Iris-setosa
+2,6.179366493713854,3.0540000535975613,4.899755926053619,1.6655394941151862,Iris-virginica
+3,5.108947716345735,3.062690028699651,1.510022763078677,0.2615308089713963,Iris-setosa
+4,6.1793664888336775,3.0540000001701904,4.90016271102505,1.6654881476489667,Iris-virginica
+5,5.108947716370912,3.0580884628747875,1.5100226561224837,0.26153080896130176,Iris-setosa
+6,5.108947716523747,3.088004943942478,1.5100244054503302,0.26153081200801515,Iris-setosa
+7,5.108947716352571,3.0912515076126943,1.5100239223748018,0.261530810733136,Iris-setosa
+8,5.108947716297093,3.0675093358625416,1.5100228933691944,0.2615308091631005,Iris-setosa
+9,6.179366489049258,3.0540000005549817,4.903449481620464,1.6659451750758882,Iris-virginica
+10,6.179366488953499,3.0540000001623393,4.9007144858733875,1.6655257432424362,Iris-virginica
+11,6.17936648884968,3.0540000000653995,4.899949151648478,1.6654544646504166,Iris-virginica
+12,6.179366507971081,3.054894564944459,1.5100473871517368,0.26153386997731215,Iris-setosa
+13,5.10894771645454,3.055798071538739,1.5100225838726877,0.26153080892094455,Iris-setosa
+14,5.10894771644866,3.0594785486237552,1.510022732170114,0.26153080904733733,Iris-setosa
+15,6.179366490317386,3.054000028086635,4.8994915167997295,1.6654275056287813,Iris-versicolor
+16,6.179366489087658,3.054000000790276,4.90420406792372,1.666100465217193,Iris-virginica
+17,5.108947717036367,3.0635056299995442,1.5100242354815523,0.26153081556108204,Iris-setosa
+18,6.179366491965737,3.0540082545461873,4.899492125174814,0.2615308295714734,Iris-setosa
+19,5.1089477166350274,3.1227002565825805,1.5100274921960437,0.26153081903447656,Iris-setosa
+20,6.17936653924779,3.0541595838880866,4.909833133367952,1.691499049577072,Iris-setosa
+21,6.179366489644091,3.0540000343463647,4.933423112307989,1.6844275259711445,Iris-virginica
+22,5.108947716739682,3.054381523020092,1.5100225653783235,0.2615308092883552,Iris-setosa
+23,6.179366489067014,3.0540000014759845,4.903899113570427,1.666263266696532,Iris-virginica
+24,6.1793664888811595,3.054000000168264,4.90057842422133,1.6655215250033204,Iris-virginica
+25,6.1793665409583385,3.054477444265175,1.5103439140537622,0.26186067551933995,Iris-setosa
+26,5.108947716388914,3.082688310962407,1.5100237144998216,0.2615308104836378,Iris-setosa
+27,6.179366494260159,3.054014966566028,4.899495286692076,0.26153106916232016,Iris-setosa
+28,6.179366492093996,3.0540019638037563,4.899491748225682,0.26153081816524754,Iris-setosa
+29,5.108947716510743,3.1360674485272924,1.5100269924667118,0.26153081589974736,Iris-setosa
+30,6.179366488915842,3.054000000074035,4.900050759097636,1.665460296637234,Iris-virginica
+31,5.108947716992827,3.0540084883386704,4.899491408423928,0.26153080902768067,Iris-setosa
+0,5.108947716388109,3.096804234117164,1.5100243120173131,0.26153081121059,Iris-setosa
+1,5.108947716329755,3.077379539180288,1.5100233222761519,0.26153080978000554,Iris-setosa
+2,6.179366488821757,3.054000000134314,4.899791192615057,1.6654516581788743,Iris-virginica
+3,5.108947716403061,3.111900512891985,1.510025001411485,0.2615308124313069,Iris-setosa
+4,6.179366492348622,3.054000073936635,4.901922423446759,1.6668436727650338,Iris-virginica
+5,5.108947716392638,3.061211217104519,1.5100227685400587,0.26153080907672954,Iris-setosa
+6,5.108947716335877,3.0885244044331466,1.5100237610901028,0.26153081053144844,Iris-setosa
+7,6.179366491383477,3.0540000155034592,4.899492022903138,1.6654275728308487,Iris-versicolor
+8,6.179366492155835,3.0540000405291563,4.899491720699453,1.665427531077951,Iris-versicolor
+9,5.108947716293219,3.070313503896637,1.5100230028611363,0.26153080934022127,Iris-setosa
+10,6.179366488988186,3.054000000207681,4.901135644529576,1.6655737174075915,Iris-virginica
+11,5.108947716280667,3.0736878124360483,1.5100231414258192,0.26153080961497976,Iris-setosa
+12,6.179366489196856,3.0540000029516383,4.910850046795109,1.6680371923740862,Iris-virginica
+13,6.179366489071042,3.054000000687445,4.903555177732481,1.6659849547024586,Iris-virginica
+14,5.108947716429778,3.0556217500042973,1.510022527741567,0.26153080866609096,Iris-setosa
+15,6.179366489279137,3.0540000070944684,4.932817640403963,1.6758729542241841,Iris-virginica
+16,6.1793664896297,3.0540000016571853,4.8995653968681605,1.6654395271091673,Iris-virginica
+17,5.108947716295317,3.0544560760605,1.5100224219390797,0.26153080845759497,Iris-setosa
+18,6.17936648919982,3.0540000009591712,4.9003656847757995,1.6655555320622064,Iris-virginica
+19,6.179366489756591,3.054000017142052,4.9169084311220494,1.6723681378574085,Iris-virginica
+20,6.179366500940374,3.0565844857464928,1.5100526529087472,0.2615331994698697,Iris-setosa
+21,5.108947716483003,3.0543104817249604,1.510022452729292,0.26153080857152244,Iris-setosa
+22,6.179366490111841,3.0540000048261455,4.900512258917961,1.665668301605363,Iris-virginica
+23,5.108947716691528,3.0577731705581215,1.5100229895800628,0.2615308102450495,Iris-setosa
diff --git a/iris/lct_gan/2/14/test.csv b/iris/lct_gan/2/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/train.csv b/iris/lct_gan/2/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/14/val.csv b/iris/lct_gan/2/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/synth.csv b/iris/lct_gan/2/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e98468237364f670060b9f417d3b88520b21a129
--- /dev/null
+++ b/iris/lct_gan/2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492697732,3.0540000472123396,4.900678115192216,1.6659902520254064,Iris-virginica
+1,6.179366489861283,3.0540000257281177,4.910345801370077,1.6709703489240817,Iris-virginica
+2,6.179366489695112,3.054000072113085,5.025487694069815,1.7398786823591106,Iris-virginica
+3,5.108947716489872,3.0610760521531284,1.5100228448862036,0.26153080922947963,Iris-setosa
+4,6.1793664897188245,3.054000887098194,4.89949134655511,0.26153080875892093,Iris-setosa
+5,6.179366488962935,3.054000000598289,4.901028316665384,1.6656422558054618,Iris-virginica
+6,6.179366488901448,3.054000000303786,4.900781578735045,1.6655684561904733,Iris-virginica
+7,5.108947716368588,3.0780760690092994,1.5100234540706696,0.2615308101602258,Iris-setosa
+8,5.108947716424545,3.117639325849221,1.5100254576240009,0.26153081327058053,Iris-setosa
+9,6.179366488918743,3.0540000003446357,4.901529117236842,1.6656631234711616,Iris-virginica
+10,6.179366490487789,3.0540000252496022,4.902524809287271,1.666970737757026,Iris-virginica
+11,6.179366489445539,3.054000015540229,4.94786002071996,1.683930478921578,Iris-virginica
+12,6.179366489015606,3.054000000477417,4.902368380925327,1.6657733249887725,Iris-virginica
+13,6.179366489178003,3.054000002208947,4.904175526917116,1.6664191408015212,Iris-virginica
+14,6.1793664904681815,3.054000003764224,4.899502149007298,1.6654290993795513,Iris-versicolor
+15,5.108947716267183,3.060763943436493,1.5100226427065309,0.2615308088138897,Iris-setosa
+16,5.108947716507134,3.0900214965735877,1.510024604593221,0.2615308126210162,Iris-setosa
+17,5.108947716293627,3.0627031325744674,1.5100227181501054,0.2615308088972826,Iris-setosa
+18,5.108947716740799,3.087671801731835,1.5100252887238539,0.26153081480422324,Iris-setosa
+19,6.179366488760653,3.0540000000396557,4.899673701023359,1.6654369979582446,Iris-virginica
+20,5.108947716352288,3.0828946726408555,1.5100236428258127,0.26153081019174396,Iris-setosa
+21,6.17936651220648,3.054339942225355,1.510059917344634,0.26154076907230017,Iris-setosa
+22,5.1089477162897765,3.0545276494062343,1.5100224254165509,0.2615308084655535,Iris-setosa
+23,6.179366489477779,3.0540000003210603,4.899494002567962,1.6654276453486494,Iris-versicolor
+24,6.179366488932402,3.0540000001201184,4.900365443041974,1.6654892547648399,Iris-virginica
+25,6.17936648912627,3.0540000013223274,4.904740615397555,1.6663321606469745,Iris-virginica
+26,5.108947716334612,3.0816712590191573,1.510023517104409,0.2615308100614668,Iris-setosa
+27,6.179366488917077,3.054000000293174,4.900111261536991,1.6654914748973981,Iris-virginica
+28,6.179366488919825,3.054000000067191,4.899997606822442,1.6654553409304924,Iris-virginica
+29,5.108947716550783,3.0540522340792173,4.899491352212863,0.26153080849308985,Iris-setosa
+30,5.108947716535394,3.0716664300703793,1.5100238792173635,0.26153081211871326,Iris-setosa
+31,5.108947716276002,3.072755758991317,1.5100230977252131,0.2615308094229606,Iris-setosa
+0,6.179366488846672,3.0540000001580196,4.900233034169756,1.6654912576825345,Iris-virginica
+1,5.108947716375853,3.0664592638290618,1.5100229896205715,0.2615308092956135,Iris-setosa
+2,6.179366489580164,3.0540000268840592,4.968607403731764,1.6956112028575168,Iris-virginica
+3,6.179366489637919,3.054000170272893,4.8994913136607146,1.6654274753764822,Iris-versicolor
+4,6.17936648934929,3.054000002492469,4.9034992795701315,1.6662425506931595,Iris-virginica
+5,6.17936649054524,3.0540000173102095,4.902375314211006,1.6665966180452854,Iris-virginica
+6,6.179366508028294,3.0540019135873693,4.899693705279072,1.665555184882924,Iris-virginica
+7,5.108947716402081,3.063460183002292,1.510022970651467,0.2615308095633225,Iris-setosa
+8,5.1089477167083945,3.0634967183343256,1.5100234100776504,0.26153081107782195,Iris-setosa
+9,6.179366489432845,3.0540016669769092,4.8994913650450025,0.2615308089333833,Iris-setosa
+10,6.179366495078973,3.054618323345957,1.5100264078686159,0.2615309266441092,Iris-setosa
+11,6.179366489157972,3.054000003144581,4.908026593371792,1.6674970722039444,Iris-virginica
+12,5.108947716670735,3.0550721409018338,1.5100226551560747,0.2615308094891373,Iris-setosa
+13,6.179366489405563,3.0540000090468147,4.941550374698478,1.678954638916795,Iris-virginica
+14,5.108947716404345,3.0576338194343013,1.5100225995182606,0.26153080876002227,Iris-setosa
+15,6.17936648917621,3.054000001000312,4.905778011125186,1.6663722350847179,Iris-virginica
+16,5.108947716345583,3.0645384920788756,1.510022846800968,0.2615308090736918,Iris-setosa
+17,5.108947716361559,3.1026378515439856,1.5100245116523103,0.26153081158533403,Iris-setosa
+18,5.108947716513224,3.0540013717202763,4.899491314619275,0.26153080847749866,Iris-setosa
+19,5.108947716382665,3.113172452466717,1.5100249391364098,0.26153081209522594,Iris-setosa
+20,5.108947716365627,3.0919412645439412,1.5100240570518435,0.26153081083453383,Iris-setosa
+21,6.179366491350609,3.054000166677884,4.899491598779871,1.6654275101531024,Iris-versicolor
+22,5.1089477165428985,3.0736459804951144,1.5100236638298576,0.2615308108742025,Iris-setosa
+23,6.179366491529167,3.0543884168121496,1.5100237778407273,0.2615308354495734,Iris-setosa
+24,5.108947716648815,3.055381035731978,1.5100226760954805,0.2615308093740833,Iris-setosa
+25,6.179366488897998,3.0540000001087546,4.900276008317476,1.6654824842654137,Iris-virginica
+26,5.108947716461479,3.054069910942294,4.899491344168993,0.2615308084600339,Iris-setosa
+27,6.179366490799112,3.054000067766065,4.922870948152228,1.6797672798231749,Iris-virginica
+28,6.179366490486462,3.0540000678453434,4.943720859136378,1.6917998008154105,Iris-virginica
+29,6.17936648901416,3.0540000003523002,4.902040719421439,1.66570288933342,Iris-virginica
+30,5.108947716288048,3.05828364371773,1.5100225552420676,0.261530808663659,Iris-setosa
+31,5.108947716280536,3.0540515216273385,4.899491312208909,0.26153080841680715,Iris-setosa
+0,6.1793664889209365,3.054000000686478,4.902426520939288,1.6658978589276905,Iris-virginica
+1,6.179366491324056,3.0540000185563425,4.899558152804532,1.6654471189556825,Iris-virginica
+2,6.1793664891512226,3.0540000020614957,4.903970395931365,1.66638920801087,Iris-virginica
+3,6.179366489566999,3.054000025427065,4.964817905338551,1.6937300557378732,Iris-virginica
+4,5.10894771631458,3.0550486183839967,1.5100224589995674,0.2615308085241854,Iris-setosa
+5,6.179366489128979,3.0540000005656776,4.899631565689081,1.665444589044855,Iris-virginica
+6,6.1793664892347975,3.0540000034109953,4.91464939041881,1.6690914795431913,Iris-virginica
+7,5.108947716535582,3.054120257975672,1.5100224359990093,0.261530808588892,Iris-setosa
+8,6.179366488952111,3.0540000002411865,4.90116505495719,1.6655877998664428,Iris-virginica
+9,5.108947716621961,3.0550347220302343,1.510022740096054,0.26153081028267894,Iris-setosa
+10,5.108947716278939,3.069665646522608,1.5100229607397222,0.26153080933329326,Iris-setosa
+11,5.10894771638831,3.0915212837059127,1.5100240810295318,0.2615308111228759,Iris-setosa
+12,6.179366490422172,3.0540418976517367,4.899492030809895,0.2615308183645245,Iris-setosa
+13,6.179366489505548,3.0540000311028885,4.967730680289666,1.6992774739931424,Iris-virginica
+14,6.179366494013827,3.054010918869572,4.899497436517933,0.2615315186245235,Iris-setosa
+15,5.108947717104047,3.0881414708790147,1.5100272110896176,0.26153082241905934,Iris-setosa
+16,6.179366489714324,3.0540007150163,4.899491386345696,0.26153080955325225,Iris-setosa
+17,5.1089477167655035,3.0540223262828303,4.899491398972887,0.2615308088219545,Iris-setosa
+18,5.108947716306778,3.077712919657836,1.5100232996695602,0.26153080974169163,Iris-setosa
+19,5.108947716373931,3.093620746780299,1.5100241602996842,0.26153081116241955,Iris-setosa
+20,5.108947716314706,3.064996800080459,1.5100228386620569,0.26153080906303333,Iris-setosa
+21,6.179366489093901,3.0540000017941424,4.902905395256162,1.6661503687501864,Iris-virginica
+22,6.1793664889824615,3.0540000006787804,4.903325549358811,1.6659980542492359,Iris-virginica
+23,5.108947716296364,3.0549340521498842,1.5100224387520926,0.2615308084756219,Iris-setosa
+24,5.108947716339183,3.0600680776959837,1.5100226766585523,0.2615308089149726,Iris-setosa
+25,6.179366489571063,3.0540000239846705,4.976065428079103,1.6964981873623408,Iris-virginica
+26,6.179366489984792,3.054000020353896,4.899491337192624,1.6654274769056445,Iris-versicolor
+27,6.179366488896259,3.0540000002910173,4.9012295343772045,1.6656197081544946,Iris-virginica
+28,6.179366499179577,3.0547983128625584,1.510035921670823,0.2615320708466816,Iris-setosa
+29,6.179366488792641,3.054000000115198,4.900147581067129,1.6654816136917923,Iris-virginica
+30,6.179366489012573,3.05400000040757,4.902565199550537,1.6657888681342634,Iris-virginica
+31,6.1793664887877755,3.0540000000778793,4.899649892953022,1.6654378120575628,Iris-virginica
+0,6.179366495723499,3.0542342354852656,1.510025830883767,0.26153100775772004,Iris-setosa
+1,6.179366494311732,3.054253270047728,1.51002497116414,0.2615309208672265,Iris-setosa
+2,5.108947716710795,3.057825085374905,1.5100228404299394,0.2615308094622543,Iris-setosa
+3,6.179366488963664,3.0540000006359405,4.903487648987803,1.6660203667598716,Iris-virginica
+4,6.179366489107225,3.054000001458366,4.902364490515471,1.6659744726690269,Iris-virginica
+5,6.179366489623256,3.0540000330873225,4.972469297985782,1.7002607458764198,Iris-virginica
+6,6.179366489182708,3.0540000036766606,4.910881278727157,1.668321707433821,Iris-virginica
+7,5.108947716541523,3.0671014832929484,1.510023577891562,0.26153081163247704,Iris-setosa
+8,6.179366488958067,3.054000000498997,4.902384122936878,1.6658048314481249,Iris-virginica
+9,5.108947716357961,3.0545425950198295,1.5100224399319229,0.2615308084940472,Iris-setosa
+10,6.179366492599358,3.0540078659309975,4.8994926921789235,0.2615308536917114,Iris-setosa
+11,6.179366489463795,3.0540000106003866,4.948964049780478,1.6816348249476718,Iris-virginica
+12,5.1089477165745585,3.1208159903810646,1.510026447748045,0.2615308154236728,Iris-setosa
+13,6.179366490651561,3.054000022211704,4.902124153743725,1.666571874298327,Iris-virginica
+14,6.17936648906729,3.054000000623664,4.90375319388791,1.6659962977190996,Iris-virginica
+15,5.10894771632702,3.0559622189222675,1.5100225028822005,0.26153080860028366,Iris-setosa
+16,6.179366491148745,3.0540000152304128,4.899492036652344,1.665427580802051,Iris-versicolor
+17,5.108947716537056,3.0540104284636387,4.899491322246083,0.2615308084558873,Iris-setosa
+18,6.179366489052089,3.0540000012441277,4.902710546654147,1.6660072238810009,Iris-virginica
+19,5.108947716349576,3.0996548690274595,1.5100241988672296,0.26153081118832033,Iris-setosa
+20,5.108947716500384,3.1152532051494184,1.5100257761035136,0.2615308143515865,Iris-setosa
+21,6.179366488800481,3.05400000016036,4.900238739928334,1.6654985287186204,Iris-virginica
+22,6.179366489363379,3.054000011648244,4.949400673050347,1.6830985239324998,Iris-virginica
+23,5.108947717008687,3.0560611958800354,1.5100233370542495,0.2615308148225012,Iris-setosa
diff --git a/iris/lct_gan/2/15/test.csv b/iris/lct_gan/2/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/train.csv b/iris/lct_gan/2/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/15/val.csv b/iris/lct_gan/2/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/synth.csv b/iris/lct_gan/2/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b41e879d9471046f1a0573bf92b8e27ede62c912
--- /dev/null
+++ b/iris/lct_gan/2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716330433,3.0693170958488074,1.5100230647946378,0.2615308094911706,Iris-setosa
+1,5.108947716419599,3.0602949915048954,1.5100228216440243,0.26153080929227274,Iris-setosa
+2,6.17936650630607,3.054008061977816,4.899551615621809,1.665461089993702,Iris-setosa
+3,6.17936648893604,3.0540000000866794,4.9001874727665955,1.665470497139505,Iris-virginica
+4,6.179366491371736,3.0543090397976456,1.510023397556341,0.2615308264761323,Iris-setosa
+5,5.108947716363414,3.0809370588704907,1.5100235054801936,0.2615308101838211,Iris-setosa
+6,5.10894771670002,3.0562576914169726,1.510022935348928,0.2615308107106988,Iris-setosa
+7,6.179366488928142,3.0540000002183803,4.900923416301253,1.6655599796555445,Iris-virginica
+8,6.179366491188696,3.0540000161089353,4.9015733162246455,1.6661462330841983,Iris-virginica
+9,6.179366492760817,3.0540007189170244,4.899492500171421,1.6654276703786088,Iris-versicolor
+10,5.108947716463394,3.0911854593826775,1.5100242064614728,0.2615308112079143,Iris-setosa
+11,5.108947716414377,3.0609968010387365,1.5100229353537291,0.261530809669638,Iris-setosa
+12,5.108947716349988,3.0687573602016447,1.5100230353128083,0.26153080941286655,Iris-setosa
+13,6.179366490118519,3.0540000803758693,4.899491338964681,1.6654274763875396,Iris-versicolor
+14,6.179366489104348,3.0540000026666343,4.911761109338067,1.6683616549340197,Iris-virginica
+15,6.179366493166181,3.054002097911626,4.899491944580312,0.2615308254188333,Iris-setosa
+16,6.179366489067037,3.054000001314186,4.904509307589369,1.6663446524229055,Iris-virginica
+17,5.108947716390196,3.058742359831884,1.5100226500317409,0.26153080885841473,Iris-setosa
+18,5.108947716378412,3.1099660432096314,1.5100247213746902,0.261530811935258,Iris-setosa
+19,5.108947716285243,3.0601290953549785,1.5100226258570348,0.2615308087634923,Iris-setosa
+20,5.10894771671896,3.0708315380056987,1.5100241112440695,0.26153081258571365,Iris-setosa
+21,6.179366489057911,3.0540000003735153,4.902306965095593,1.6657338722901034,Iris-virginica
+22,5.108947716414968,3.087415284869895,1.5100240305647121,0.26153081144149803,Iris-setosa
+23,6.1793664889098245,3.054000000469236,4.901357785994346,1.6656811877033453,Iris-virginica
+24,6.179366489820861,3.054000053594902,4.9744651962752915,1.7090049625190158,Iris-virginica
+25,5.108947716368829,3.0852758895501684,1.510023739161158,0.26153081052307575,Iris-setosa
+26,6.179366489007984,3.0540000002737595,4.901634281808031,1.6656408818594777,Iris-virginica
+27,6.179366489155759,3.054000002433218,4.912061927053032,1.668240642161024,Iris-virginica
+28,6.179366489038475,3.054000000372154,4.902312354763256,1.6657380552390524,Iris-virginica
+29,6.179366489198064,3.054000002701291,4.910376359495958,1.667867539173135,Iris-virginica
+30,5.108947716393831,3.0548055910713012,1.5100224829892586,0.26153080863329214,Iris-setosa
+31,6.17936648969804,3.054000003149827,4.9008281888076795,1.6657185155235936,Iris-virginica
+0,5.108947716445838,3.0540214236774466,4.8994913145044805,0.26153080842087206,Iris-setosa
+1,5.108947716368523,3.0629055048921696,1.51002284242017,0.2615308091770356,Iris-setosa
+2,6.179366489155306,3.0540000031482473,4.914017618187273,1.668986903397966,Iris-virginica
+3,6.179366489713907,3.0540048356160825,4.8994915273338675,0.2615308115773331,Iris-setosa
+4,5.1089477163328105,3.0736480460115945,1.5100232211649733,0.2615308096191207,Iris-setosa
+5,6.179366491613517,3.054000068764079,4.913190712627625,1.6731229017687277,Iris-virginica
+6,6.179366488857055,3.054000000077652,4.900033850920684,1.6654615372860515,Iris-virginica
+7,6.179366488909082,3.0540000003723704,4.901837398605797,1.6657192552024307,Iris-virginica
+8,6.1793664901503575,3.0540000013759605,4.899557656054468,1.6654352388066762,Iris-virginica
+9,5.108947716443971,3.1375753045361554,1.5100263580302318,0.26153081394664673,Iris-setosa
+10,6.179366489596206,3.0540000395119224,4.999137758166782,1.71299450371536,Iris-virginica
+11,5.108947716313121,3.0544065591817713,1.5100224224715417,0.2615308084618144,Iris-setosa
+12,6.179366495341606,3.0540000339155418,4.899529573675874,1.6654362545364387,Iris-versicolor
+13,6.17936649111708,3.05400001570411,4.89949153197577,1.665427501479182,Iris-versicolor
+14,6.179366489217717,3.0540000014666453,4.900676081950838,1.6656416988351228,Iris-virginica
+15,6.179366492581208,3.0540000106729974,4.899557116648008,1.6654401488307176,Iris-virginica
+16,5.108947716360767,3.054676480846208,1.5100224436080683,0.26153080848514765,Iris-setosa
+17,6.179366500327685,3.0540013676135476,4.899905761403953,1.665757362006274,Iris-virginica
+18,6.179366489064236,3.05400000138029,4.905550969322986,1.6665601705547517,Iris-virginica
+19,6.179366488975169,3.054000000847469,4.903222924067592,1.6660351303100205,Iris-virginica
+20,6.179366489789503,3.0540000029594516,4.900415682834955,1.665613582742494,Iris-virginica
+21,6.179366489392703,3.054000014732176,4.948574302158237,1.6842802873916334,Iris-virginica
+22,6.179366489406842,3.054000013752291,4.954332493330686,1.68545030367314,Iris-virginica
+23,5.108947716422549,3.1216759535978453,1.5100255687756519,0.2615308131926746,Iris-setosa
+24,6.1793664894853375,3.054000006521174,4.908965239757024,1.6680854219118373,Iris-virginica
+25,5.1089477164335335,3.0901646756645245,1.510024112040842,0.26153081116925847,Iris-setosa
+26,6.179366501121811,3.0647580397376277,1.5100638434901779,0.2615322529690061,Iris-setosa
+27,5.108947716515992,3.0624346387757746,1.5100230680062825,0.26153080995709577,Iris-setosa
+28,6.179366489073792,3.0540000013484545,4.9061500947858585,1.6666297685242673,Iris-virginica
+29,6.179366492960316,3.054021748950322,4.899491957506476,0.2615308154243828,Iris-setosa
+30,5.108947716357275,3.090633877937363,1.510023908376573,0.26153081083533164,Iris-setosa
+31,5.108947716368033,3.076492035207136,1.5100233317022915,0.2615308098622105,Iris-setosa
+0,6.179366492609324,3.0540000896712316,4.904696689801522,1.6688795515517647,Iris-virginica
+1,5.108947716380058,3.054070873279483,1.5100224016199328,0.26153080844095733,Iris-setosa
+2,5.108947716514476,3.0580273047510125,1.5100228849847301,0.2615308099209011,Iris-setosa
+3,5.108947716384321,3.0915449880431325,1.5100239812508416,0.26153081095959846,Iris-setosa
+4,5.108947716376899,3.054427863216379,1.510022445987352,0.2615308085280433,Iris-setosa
+5,5.108947716613122,3.054540584994987,1.5100225324768541,0.2615308089007967,Iris-setosa
+6,6.179366488965922,3.054000000423516,4.902465285117542,1.6657920080797204,Iris-virginica
+7,5.108947716626481,3.054049986592426,4.899491383427746,0.2615308086498864,Iris-setosa
+8,6.179366489169382,3.0540000037738637,4.911485062207375,1.668472238232864,Iris-virginica
+9,5.108947717502375,3.0893311021173786,1.510029794671456,0.2615308384958577,Iris-setosa
+10,6.179366493437911,3.055967991863739,1.5100255204027848,0.26153084949896616,Iris-setosa
+11,6.179366490467364,3.0540001077455323,4.9734441000908225,1.7189396979467169,Iris-virginica
+12,6.179366489577047,3.0540000079476255,4.9088391035551275,1.6682627486657893,Iris-virginica
+13,6.179366489017226,3.054000000505849,4.902761007857333,1.6658342410164912,Iris-virginica
+14,6.1793664898598,3.054000001082691,4.89952942378307,1.665431773081539,Iris-virginica
+15,5.108947716310531,3.070390398100564,1.5100230666710937,0.261530809362095,Iris-setosa
+16,6.17936649103569,3.054000311226019,5.024231856948752,1.793015586026868,Iris-virginica
+17,5.108947716421454,3.0867789898804014,1.5100239966457727,0.26153081109981,Iris-setosa
+18,6.1793664889246545,3.05400000030127,4.9017623405462025,1.6656824245032533,Iris-virginica
+19,6.179366488945662,3.054000000555772,4.900807637133311,1.665610852756876,Iris-virginica
+20,6.1793664895266405,3.0540000003997347,4.899500044160733,1.6654281096252481,Iris-versicolor
+21,5.108947716377459,3.0902360688007873,1.510023993083602,0.2615308107919783,Iris-setosa
+22,6.179366489189752,3.054000002880966,4.909779074102365,1.667756005830884,Iris-virginica
+23,6.179366490171124,3.054000001905434,4.899503377182489,1.6654289111449168,Iris-versicolor
+24,5.108947716642925,3.0540322983970816,4.899491398531106,0.26153080883090035,Iris-setosa
+25,6.179366488977953,3.054000000693376,4.902029643048592,1.6658045440798763,Iris-virginica
+26,6.179366490810353,3.054046385726598,4.899491716919834,0.2615308116340295,Iris-setosa
+27,6.179366488884415,3.054000000319724,4.899968080853094,1.6654825333899885,Iris-virginica
+28,6.179366488785419,3.0540000000672283,4.899874762704986,1.6654523277887603,Iris-virginica
+29,6.179366490589266,3.0540000032265535,4.899561298794635,1.6654390818432305,Iris-virginica
+30,6.17936650558882,3.0540017738141514,4.90775863895021,1.6762673761942724,Iris-virginica
+31,5.108947716403757,3.091717374148864,1.5100241430503518,0.26153081138675216,Iris-setosa
+0,5.1089477164406025,3.060508049610311,1.5100228152124329,0.2615308092090968,Iris-setosa
+1,6.1793664892618825,3.054000001274883,4.9011685557007185,1.6656896185993837,Iris-virginica
+2,5.1089477162626835,3.0545418583846895,1.51002242203596,0.2615308084622163,Iris-setosa
+3,6.1793664953238405,3.0540008503036975,4.934204170907846,1.7130727486296347,Iris-virginica
+4,6.179366489459444,3.0540000131189746,4.951293636895112,1.683655147003026,Iris-virginica
+5,6.179366488973844,3.0540000002627274,4.901372619696423,1.6656105548614777,Iris-virginica
+6,5.108947716431319,3.089751398498065,1.510024132014364,0.2615308112676482,Iris-setosa
+7,6.179366492057044,3.054000013162636,4.89975874282917,1.6655042205547907,Iris-virginica
+8,6.179366489012553,3.054000000217078,4.901130971660353,1.665568854425158,Iris-virginica
+9,6.179366489173915,3.0540000026817062,4.913414145814775,1.6685781628728407,Iris-virginica
+10,6.1793664937793205,3.054003852075306,4.899492960257825,0.2615308869222865,Iris-setosa
+11,6.179366489597628,3.05400003773333,5.0086584610919225,1.7142252705724563,Iris-virginica
+12,6.179366511589071,3.054004741281792,4.911869696094177,1.6864763472895374,Iris-virginica
+13,5.108947716257937,3.0663958123863266,1.5100228198496362,0.26153080901926234,Iris-setosa
+14,6.179366488943193,3.054000000732224,4.902508896479144,1.66590870821336,Iris-virginica
+15,5.108947716414025,3.0895139848462203,1.5100240958709432,0.2615308113815444,Iris-setosa
+16,6.17936648915873,3.0540000022265184,4.91058961602128,1.6678303630916824,Iris-virginica
+17,5.108947716321129,3.0770639530547697,1.5100232774168452,0.26153080974287646,Iris-setosa
+18,5.108947716445139,3.056548205585435,1.5100225595212935,0.26153080871349066,Iris-setosa
+19,5.10894771634335,3.067758410103525,1.5100230342874865,0.2615308095008394,Iris-setosa
+20,5.1089477163241614,3.067995691742625,1.5100229791593078,0.2615308093431417,Iris-setosa
+21,5.108947716476085,3.0956317419968413,1.5100246036482166,0.26153081230553016,Iris-setosa
+22,5.108947716340136,3.095010200236517,1.5100241061757729,0.2615308108923174,Iris-setosa
+23,5.108947716312043,3.0548148465532488,1.510022441328175,0.26153080848497834,Iris-setosa
diff --git a/iris/lct_gan/2/16/test.csv b/iris/lct_gan/2/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/train.csv b/iris/lct_gan/2/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/16/val.csv b/iris/lct_gan/2/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/synth.csv b/iris/lct_gan/2/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd3b935df52079e5ee4cf8a4ac0fd827675a1c5b
--- /dev/null
+++ b/iris/lct_gan/2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492807791,3.0540007338792083,5.007316301740354,1.809460003378496,Iris-virginica
+1,6.179366488969908,3.0540000001492964,4.900703812748518,1.6655203806154741,Iris-virginica
+2,6.179366489455691,3.0540000029559087,4.900926703255934,1.6657605628715566,Iris-virginica
+3,6.179366488992958,3.0540000003394807,4.902128868628123,1.665720431082513,Iris-virginica
+4,6.179366488877623,3.054000000236514,4.901168598302152,1.6656030566632636,Iris-virginica
+5,5.1089477165252335,3.0549093163624774,1.5100226063275841,0.26153080926541755,Iris-setosa
+6,5.108947716354352,3.064805635966759,1.5100228809281024,0.26153080915917265,Iris-setosa
+7,5.108947718654196,3.062792263715857,1.5100284924112715,0.26153085695554773,Iris-setosa
+8,6.1793664890478555,3.054000000812924,4.904376072972383,1.6661724377344567,Iris-virginica
+9,5.108947716685586,3.10897054476181,1.5100267919893322,0.26153081796853644,Iris-setosa
+10,6.1793664894670535,3.0540224933394495,4.899491478042109,0.2615308096102842,Iris-setosa
+11,5.108947716530414,3.1074534188824154,1.510025492498347,0.26153081403427164,Iris-setosa
+12,5.108947716589601,3.054297129345208,1.510022468944332,0.2615308086790931,Iris-setosa
+13,6.179366490450241,3.0540000956707107,4.978801650180762,1.7184270896796274,Iris-virginica
+14,6.17936648899067,3.054000000383061,4.899651259398904,1.665446003896654,Iris-virginica
+15,6.179366488940808,3.0540000002860226,4.9011636022092055,1.665598922845262,Iris-virginica
+16,6.179366488975118,3.054000000249504,4.901403584880959,1.665611972305237,Iris-virginica
+17,5.108947716504249,3.0617179158265686,1.510022976174912,0.2615308096574961,Iris-setosa
+18,6.179366488844799,3.0540000001336014,4.900217588804887,1.6654857712850941,Iris-virginica
+19,6.179366490097526,3.054000026337589,4.914738556392747,1.6722771261868352,Iris-virginica
+20,5.108947716468179,3.086550298729172,1.510023984224685,0.26153081083563307,Iris-setosa
+21,6.179366488970866,3.0540000005258,4.902689097809211,1.6658523869933948,Iris-virginica
+22,6.1793664903369345,3.0540003753268365,4.899491469358087,1.665427483601479,Iris-versicolor
+23,5.108947716528141,3.054033753631321,4.899491355638737,0.2615308085696437,Iris-setosa
+24,5.108947716583217,3.1014967623577707,1.5100254510729834,0.2615308141329448,Iris-setosa
+25,5.1089477164601655,3.0744631281150223,1.5100235639190387,0.26153081045690296,Iris-setosa
+26,5.108947716487992,3.1466064058705965,1.5100274556113276,0.26153081612629525,Iris-setosa
+27,5.108947716286224,3.0576235530285385,1.5100225384779526,0.26153080862993144,Iris-setosa
+28,5.108947716712619,3.05642083280704,1.510022733459318,0.2615308093129315,Iris-setosa
+29,6.179366488970012,3.054000000677226,4.902512628990107,1.6658718343350256,Iris-virginica
+30,5.1089477163445105,3.0872659752358897,1.5100237829401308,0.26153081041255977,Iris-setosa
+31,6.17936649007865,3.0540000115336383,4.9022881161106495,1.6664363942137659,Iris-virginica
+0,6.179366496051935,3.0540027625053874,4.899493825461668,1.665427862697532,Iris-setosa
+1,6.179366492854837,3.0543282482808616,1.510024304141209,0.261530861417883,Iris-setosa
+2,6.1793664894111595,3.054000008186814,4.9284576705069085,1.6744298784610694,Iris-virginica
+3,5.108947716301249,3.0699355159906947,1.5100230429766166,0.26153080945673146,Iris-setosa
+4,5.1089477163431765,3.062457346577763,1.5100227595420868,0.2615308089465085,Iris-setosa
+5,6.179366498626682,3.058799384105354,1.5100376216562679,0.2615311371538491,Iris-setosa
+6,6.179366489012281,3.054000000862924,4.9040413773463944,1.6661480047550776,Iris-virginica
+7,6.179366489075127,3.0540000009579096,4.905563278401549,1.6664064455176872,Iris-virginica
+8,6.179366496912231,3.0540039073189322,4.899501257113819,1.6654314331703388,Iris-setosa
+9,5.108947716392539,3.055393771037676,1.510022499339534,0.26153080861076944,Iris-setosa
+10,5.10894771640137,3.10953310580369,1.510024856698772,0.2615308122048519,Iris-setosa
+11,5.108947716470545,3.0571142285408,1.5100226165146384,0.2615308087994516,Iris-setosa
+12,5.108947716474031,3.0560202147773396,1.5100226125692846,0.2615308090237689,Iris-setosa
+13,6.17936648888075,3.054000000226936,4.9008595584127095,1.665563481755346,Iris-virginica
+14,5.108947716395929,3.0596562248987413,1.5100227729887714,0.2615308092037536,Iris-setosa
+15,6.179366489105934,3.054000000641439,4.903458555725912,1.6659339619025908,Iris-virginica
+16,5.108947716275207,3.0749563824659694,1.5100231472881878,0.26153080956779756,Iris-setosa
+17,5.108947717033693,3.0576911218199863,1.5100233721835508,0.26153081226243924,Iris-setosa
+18,5.10894771646047,3.0550799345841213,1.5100225537966547,0.26153080892612823,Iris-setosa
+19,6.179366489013008,3.0540000006237116,4.902639287938958,1.6658565635954665,Iris-virginica
+20,6.179366489109611,3.0540000007199937,4.904064363360505,1.666051646159054,Iris-virginica
+21,6.179366489330078,3.054000004395798,4.919384695364882,1.6703992527303915,Iris-virginica
+22,6.179366491131723,3.0540000088819923,4.899491402785093,1.6654274832129787,Iris-versicolor
+23,6.179366489421856,3.0540002118864256,4.899491313702599,1.6654274753956273,Iris-versicolor
+24,6.179366488886743,3.05400000030292,4.900118641746888,1.665496407963121,Iris-virginica
+25,5.108947716407167,3.10517418986789,1.51002465103467,0.2615308118777654,Iris-setosa
+26,6.179366489017528,3.0540000003261394,4.901798892185759,1.6656667225583843,Iris-virginica
+27,6.1793664891232405,3.0540000012512527,4.90595756405361,1.6665238164576246,Iris-virginica
+28,6.179366489056582,3.0540000010963944,4.902170636793735,1.665890030806563,Iris-virginica
+29,5.108947716419758,3.082276418319855,1.5100236430783673,0.261530810297645,Iris-setosa
+30,6.179366488956922,3.054000000182079,4.900767737959052,1.6655335457785114,Iris-virginica
+31,5.108947716387926,3.0657217094297438,1.5100229849006002,0.26153080938173484,Iris-setosa
+0,6.179366489080889,3.0540000017266675,4.906916586040312,1.6669446617266173,Iris-virginica
+1,6.179366489130068,3.054000000890944,4.905027704507275,1.6662522758423641,Iris-virginica
+2,6.179366488950079,3.0540000001722145,4.90072658184707,1.6655284612926111,Iris-virginica
+3,5.108947716274482,3.065245634444626,1.5100227863650157,0.2615308089958703,Iris-setosa
+4,6.1793664896653,3.054000003844247,4.900304354197788,1.6656305778699716,Iris-virginica
+5,6.179366488991394,3.054000000545162,4.903013224175752,1.6658938853237324,Iris-virginica
+6,5.10894771658809,3.0541740842227947,1.5100225058022947,0.26153080916481203,Iris-setosa
+7,6.179366490197996,3.05400001106217,4.90052865431435,1.6657990814832255,Iris-virginica
+8,6.1793664889366156,3.0540000001032466,4.90027802279859,1.6654798197749807,Iris-virginica
+9,6.179366488871003,3.054000000129348,4.899570977521668,1.665433144158365,Iris-virginica
+10,5.108947716394865,3.087418324382844,1.5100239680146774,0.26153081088803914,Iris-setosa
+11,6.179366489196342,3.0540000017961764,4.902753313022167,1.6660583563121676,Iris-virginica
+12,6.179366489053429,3.054000000818869,4.9038073575074685,1.6660676733240298,Iris-virginica
+13,5.108947716334627,3.0650671749476857,1.5100228732598933,0.261530809205751,Iris-setosa
+14,6.179366488941972,3.054000000472545,4.901692352057258,1.6657131671197543,Iris-virginica
+15,6.1793664891205715,3.0540000018443423,4.907672834190334,1.6670570691536637,Iris-virginica
+16,5.108947716614492,3.054026613874969,4.899491333765941,0.2615308084570124,Iris-setosa
+17,5.108947716408552,3.1116553620053753,1.5100249361873717,0.2615308123795474,Iris-setosa
+18,5.108947716529357,3.0800123884799895,1.510024050362596,0.261530811868844,Iris-setosa
+19,5.108947716450409,3.0799104166843168,1.5100237252526483,0.2615308106572006,Iris-setosa
+20,5.108947716341121,3.056542088324137,1.5100225297205703,0.2615308086597217,Iris-setosa
+21,5.108947716384456,3.0649197175168843,1.5100229222402415,0.26153080926647365,Iris-setosa
+22,6.179366490725462,3.054000004000893,4.89950165374349,1.6654289839130632,Iris-versicolor
+23,6.1793664892033995,3.0540000015744537,4.901002854784904,1.6657167164515376,Iris-virginica
+24,6.179366489434481,3.0540000004095473,4.899504604049285,1.66542852153075,Iris-versicolor
+25,6.179366508543141,3.0540014768555364,4.902943897181552,1.6692288229077754,Iris-virginica
+26,5.108947716450611,3.0944093265202857,1.5100244433893395,0.2615308119618784,Iris-setosa
+27,5.108947716300177,3.084247816152653,1.510023549704263,0.2615308102035775,Iris-setosa
+28,5.108947716288727,3.055015696800228,1.5100224460717953,0.2615308084905883,Iris-setosa
+29,6.17936648978873,3.054000047776153,4.974326351557535,1.7060137372931692,Iris-virginica
+30,6.179366490956047,3.0540000194519994,4.899491402155025,1.6654274827742492,Iris-versicolor
+31,5.108947717135475,3.0570716596628675,1.5100232323827005,0.2615308117340803,Iris-setosa
+0,6.179366489269676,3.054000001718716,4.900242613287845,1.6655793513826722,Iris-virginica
+1,6.179366489048094,3.0540000011904334,4.904966823931338,1.6663981724524273,Iris-virginica
+2,6.179366488843545,3.054000000122623,4.900282950592448,1.665489590015052,Iris-virginica
+3,6.179366494535134,3.0540023386130506,4.8994956091971,1.6654288279561589,Iris-setosa
+4,5.1089477180293,3.0754277388004216,1.510030080963004,0.26153084900283685,Iris-setosa
+5,5.1089477166096104,3.054050986517275,4.899491367461463,0.2615308085406643,Iris-setosa
+6,5.108947716360079,3.061763184928598,1.5100227971554505,0.2615308091832766,Iris-setosa
+7,6.17936648968404,3.05400002091015,4.911533722425167,1.6713084514074885,Iris-virginica
+8,6.179366489018522,3.054000000546388,4.903089709774226,1.6658996859616917,Iris-virginica
+9,5.108947716411408,3.1302768479362832,1.510025796351495,0.2615308131869689,Iris-setosa
+10,6.179366491061311,3.0540001146551616,4.899491405735611,1.6654274807323755,Iris-versicolor
+11,6.17936648890528,3.0540000005511083,4.901913323936786,1.6657857443491282,Iris-virginica
+12,6.17936648905398,3.054000001253577,4.905572851608201,1.6665177664817008,Iris-virginica
+13,6.179366488965151,3.0540000003568384,4.901617465771336,1.6656642496722733,Iris-virginica
+14,5.108947716443808,3.0713556688496864,1.5100233191359724,0.2615308100183004,Iris-setosa
+15,6.179366489135538,3.054000001543559,4.908502905544622,1.6671229642173584,Iris-virginica
+16,6.179366488860604,3.0540000002390055,4.900228048092054,1.665502725960788,Iris-virginica
+17,5.108947716355874,3.084040362954194,1.510023647828095,0.26153081021005764,Iris-setosa
+18,6.179366490408331,3.0540000513495844,4.919554353817124,1.6771716054449222,Iris-virginica
+19,6.179366489019306,3.054000000424638,4.902592749194413,1.6657955183106616,Iris-virginica
+20,6.179366491602935,3.0540010948048826,4.899491763559761,1.6654275045021636,Iris-setosa
+21,6.179366491629846,3.0540000607035287,4.902116708068322,1.6670241661264251,Iris-virginica
+22,5.108947716306537,3.068101865407365,1.5100229192898031,0.2615308092078562,Iris-setosa
+23,5.1089477169779185,3.0540067576845726,4.899491380303516,0.26153080879895496,Iris-setosa
diff --git a/iris/lct_gan/2/17/test.csv b/iris/lct_gan/2/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/train.csv b/iris/lct_gan/2/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/17/val.csv b/iris/lct_gan/2/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/synth.csv b/iris/lct_gan/2/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6aef239aa219e4723337d53a5ffa4714a47ecf75
--- /dev/null
+++ b/iris/lct_gan/2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489157706,3.0540000028405454,4.912569950326333,1.6684739215572515,Iris-virginica
+1,6.179366488755034,3.0540000000721643,4.899813630111277,1.6654504665956873,Iris-virginica
+2,5.1089477164796095,3.1043409383030482,1.5100249441917037,0.26153081264427985,Iris-setosa
+3,5.108947716516519,3.0565310481546506,1.5100226213389822,0.2615308088713763,Iris-setosa
+4,6.179366493754219,3.0543246640141017,1.510024843555528,0.2615308847564454,Iris-setosa
+5,5.108947716333466,3.081879253147887,1.5100235608571762,0.2615308101163494,Iris-setosa
+6,6.179366493005046,3.05435204403087,1.5100246906926513,0.2615308738930001,Iris-setosa
+7,6.179366489374719,3.0540000089764114,4.926421118724171,1.6741489935092382,Iris-virginica
+8,5.1089477165258135,3.102081218196322,1.510025402333837,0.26153081427706576,Iris-setosa
+9,6.179366488922546,3.054000000452123,4.901248033952221,1.6656562029534785,Iris-virginica
+10,5.108947716408408,3.054771033012473,1.510022466131542,0.26153080853146254,Iris-setosa
+11,6.179366488813778,3.0540000001601584,4.90010643252765,1.6654835065842033,Iris-virginica
+12,5.108947716624309,3.0547784076146676,1.510022564556358,0.2615308089746672,Iris-setosa
+13,6.179366488902431,3.054000000322407,4.901388086166588,1.6656448929711862,Iris-virginica
+14,6.179366489114486,3.05400000110939,4.905489693999817,1.666394421524451,Iris-virginica
+15,5.108947716646479,3.0634167435647055,1.5100234357882136,0.26153081135850437,Iris-setosa
+16,6.179366488967138,3.0540000002782057,4.8996545333337655,1.6654432142991389,Iris-virginica
+17,6.179366489691989,3.0540000041043585,4.901584490111785,1.6659356548110178,Iris-virginica
+18,5.108947716400089,3.0549227369873857,1.5100224693569775,0.2615308085426479,Iris-setosa
+19,5.10894771633264,3.0603291393381444,1.510022648864038,0.2615308088168017,Iris-setosa
+20,6.1793664961545725,3.054001366257838,5.0171894912756745,1.8325380703699534,Iris-virginica
+21,5.10894771641765,3.054957628599757,1.510022471467878,0.2615308085399282,Iris-setosa
+22,5.108947716366973,3.098322818576396,1.5100243547293553,0.26153081140884293,Iris-setosa
+23,5.108947716486221,3.090334621144392,1.5100245564484034,0.2615308128883846,Iris-setosa
+24,5.108947716576595,3.0545152257693444,1.5100224792370027,0.2615308086068588,Iris-setosa
+25,6.179366490307334,3.054000003604853,4.899686147225287,1.665465917271765,Iris-virginica
+26,5.108947716475475,3.1436790651160225,1.510027022998118,0.26153081502986314,Iris-setosa
+27,6.179366489720625,3.0540000025016187,4.899735104798157,1.6654785920365782,Iris-virginica
+28,6.17936649058239,3.054028962367987,4.899491979352898,0.26153081790578286,Iris-setosa
+29,6.179366495868314,3.054000934790054,4.949654583850576,1.7331457698024315,Iris-virginica
+30,6.179366489178133,3.054000003817293,4.91270010044316,1.668869258293324,Iris-virginica
+31,5.108947716482189,3.0826923454006763,1.5100240782319263,0.26153081136165685,Iris-setosa
+0,5.108947716327593,3.0663118377915355,1.5100228830837188,0.26153080910876847,Iris-setosa
+1,6.17936648906783,3.0540000006976595,4.903711004398024,1.666003364520833,Iris-virginica
+2,6.17936648934081,3.054000003334453,4.915477173020825,1.6690729219878673,Iris-virginica
+3,6.179366489100537,3.054000001303059,4.902777480346685,1.666007388084146,Iris-virginica
+4,5.1089477166563135,3.054017332941012,4.899491350481055,0.2615308085559409,Iris-setosa
+5,5.108947716469604,3.0568248811557113,1.5100225877593911,0.2615308087578345,Iris-setosa
+6,5.108947716410417,3.0572597226845026,1.5100226066169466,0.2615308087883034,Iris-setosa
+7,5.108947716429397,3.091612250146435,1.5100241011958953,0.2615308113092696,Iris-setosa
+8,5.10894771672225,3.0568664939474397,1.5100228859718439,0.2615308099806137,Iris-setosa
+9,5.108947716340192,3.087594918797289,1.5100237558787752,0.26153081045870163,Iris-setosa
+10,6.179366488985288,3.0540000002769996,4.901384439444752,1.6656142959250302,Iris-virginica
+11,6.179366531640209,3.0540776745896703,4.901039408964913,1.6675801615443209,Iris-setosa
+12,5.1089477163663455,3.0546627305416063,1.510022444428746,0.2615308084993202,Iris-setosa
+13,6.179366488897271,3.054000000261865,4.900280896392338,1.665507688313908,Iris-virginica
+14,5.108947716344157,3.0966126127885922,1.5100240610085995,0.2615308110993986,Iris-setosa
+15,6.179366488895977,3.054000000184969,4.900609656641927,1.6655263710288863,Iris-virginica
+16,5.108947716325064,3.0634237925622956,1.5100227820809637,0.2615308089981229,Iris-setosa
+17,6.179366492333229,3.054005629066635,4.899492427808124,0.2615308436982237,Iris-setosa
+18,5.108947716312836,3.056155916231744,1.5100224957896158,0.2615308085703459,Iris-setosa
+19,6.1793664890872275,3.054000001682531,4.902618942041241,1.666081679684078,Iris-virginica
+20,6.179366488818797,3.0540000000725462,4.899579520080181,1.6654323952678736,Iris-virginica
+21,6.179366490306312,3.054000004921633,4.899775905393356,1.6654966876462953,Iris-virginica
+22,6.1793664888565285,3.0540000002352885,4.900353396997954,1.6655159432880189,Iris-virginica
+23,5.1089477163559,3.0876774074437474,1.5100238311008518,0.26153081072927353,Iris-setosa
+24,5.108947716293801,3.069930420620734,1.5100229829569796,0.2615308092443277,Iris-setosa
+25,5.108947716482805,3.14376931675583,1.5100270617084943,0.26153081507833253,Iris-setosa
+26,5.108947716337408,3.0551400950658514,1.5100224741087618,0.2615308085708814,Iris-setosa
+27,5.108947716337097,3.0554721261356876,1.5100225283463604,0.26153080877166973,Iris-setosa
+28,6.179366489190559,3.0540000038815136,4.916188379339076,1.6697466807815309,Iris-virginica
+29,5.108947716266831,3.05604861381779,1.5100224872736105,0.261530808590194,Iris-setosa
+30,6.179366491662829,3.05400008985974,4.8994914116416455,1.6654274809066463,Iris-versicolor
+31,6.179366489315708,3.0540000082983254,4.9293745721821995,1.6751681839256343,Iris-virginica
+0,6.179366490518843,3.0540007043896953,4.8994915922262114,1.6654274963257825,Iris-setosa
+1,6.1793664890909,3.054000000879084,4.90405546083331,1.666105543738558,Iris-virginica
+2,6.17936648917059,3.0540000013272093,4.907396947303568,1.6667970699650538,Iris-virginica
+3,6.179366488967666,3.0540000001169734,4.900465207197432,1.6654939484653524,Iris-virginica
+4,6.179366488880788,3.054000000103847,4.900198622519436,1.6654765651555987,Iris-virginica
+5,5.108947716923953,3.0660566571561567,1.5100244552933153,0.26153081591138094,Iris-setosa
+6,5.108947716362339,3.103380049733083,1.5100244444511692,0.26153081150882396,Iris-setosa
+7,6.179366491442397,3.05400033180302,5.050477867239732,1.8065469382379786,Iris-virginica
+8,5.10894771643224,3.1324717819836243,1.5100262258292259,0.2615308141435547,Iris-setosa
+9,6.179366492540759,3.057903675620618,1.5100284560117954,0.26153090545459834,Iris-setosa
+10,6.179366488945165,3.0540000000991085,4.9002639078002925,1.6654776283786101,Iris-virginica
+11,5.108947716372414,3.056371529467981,1.510022524502516,0.26153080863472594,Iris-setosa
+12,6.179366493130861,3.0582052667852935,1.5100295230830894,0.26153092548878054,Iris-setosa
+13,6.179366492611241,3.0540004087669654,4.996680607506791,1.7648006304619204,Iris-virginica
+14,6.179366492572563,3.0540000216998195,4.899491706971668,1.6654275215373762,Iris-versicolor
+15,6.179366489700401,3.0540000272214605,4.931587770615715,1.6809334004984917,Iris-virginica
+16,5.1089477164193715,3.0663425766371413,1.5100229930587155,0.2615308093690812,Iris-setosa
+17,6.17936649012089,3.0540064519813983,4.89949154714964,0.26153081114512455,Iris-setosa
+18,5.108947717424841,3.054533658652531,1.5100230241479924,0.2615308141629223,Iris-setosa
+19,6.179366488908535,3.0540000004769854,4.902484330108167,1.665837059386835,Iris-virginica
+20,5.108947716744124,3.0540005920298294,4.899491317747303,0.2615308085095738,Iris-setosa
+21,5.10894771653384,3.054950914262524,1.5100225093445863,0.2615308086659267,Iris-setosa
+22,5.1089477164172274,3.1052419478239415,1.5100246974331097,0.2615308121022036,Iris-setosa
+23,5.10894771637742,3.0713770903323705,1.5100231754847389,0.26153080966444203,Iris-setosa
+24,6.1793664889559725,3.054000000279324,4.901263948909961,1.6656057407933307,Iris-virginica
+25,6.179366489354792,3.05400000736298,4.920029590401454,1.6717255720536346,Iris-virginica
+26,6.179366489030482,3.0540000002779375,4.901662555871705,1.6656369531424704,Iris-virginica
+27,6.179366491155452,3.054000003513363,4.899504262675982,1.6654291431147965,Iris-versicolor
+28,5.108947716383185,3.093947095164328,1.510024100145268,0.2615308112143995,Iris-setosa
+29,5.108947716276262,3.057600167051322,1.5100225241031422,0.2615308086165158,Iris-setosa
+30,6.179366492795307,3.0540019736043282,4.899492366641368,1.6654275856136236,Iris-setosa
+31,6.179366497616527,3.054003842187871,4.899496300427275,1.6654286081932446,Iris-setosa
+0,5.108947716279356,3.055570773363452,1.5100224623247058,0.2615308085145453,Iris-setosa
+1,5.108947716602235,3.058826253931099,1.5100229656167274,0.2615308099605251,Iris-setosa
+2,6.179366489178565,3.054000004172302,4.914163979517685,1.6694100314016476,Iris-virginica
+3,6.179366489816579,3.054000001417417,4.899508607661948,1.665429581146504,Iris-versicolor
+4,6.17936651929909,3.0540493631416123,4.904249233651405,1.6748897940867291,Iris-virginica
+5,6.17936649692977,3.0540003319710465,4.8996341271735835,1.6655019580332493,Iris-virginica
+6,5.108947716412045,3.109992838576969,1.5100248488900823,0.261530812212327,Iris-setosa
+7,5.10894771649708,3.1268382121622698,1.510026406141042,0.2615308150104023,Iris-setosa
+8,5.108947716295875,3.057314477988924,1.5100225285200104,0.26153080862766376,Iris-setosa
+9,6.179366489061339,3.0540000017335247,4.906321100068758,1.6668322805027427,Iris-virginica
+10,6.179366488817782,3.054000000095734,4.90006776669422,1.6654695074982118,Iris-virginica
+11,6.179366488954165,3.0540000005012446,4.900457847799704,1.6655519597771584,Iris-virginica
+12,6.179366490778819,3.05400009903386,4.94508947358764,1.6972120784038585,Iris-virginica
+13,6.179366491846776,3.054645986505914,1.5100239313719486,0.26153083362629165,Iris-setosa
+14,6.1793664904503,3.0540000033207564,4.899492264995979,1.6654275821743252,Iris-versicolor
+15,6.179366500972062,3.0540113710550423,4.899504794303833,0.2615329219909918,Iris-setosa
+16,5.108947716327467,3.0938757020280647,1.5100240152373956,0.26153081087889574,Iris-setosa
+17,5.108947716453033,3.10288009493039,1.5100247076637234,0.2615308120891047,Iris-setosa
+18,6.1793664909159745,3.0547587614116023,1.5100236631394082,0.26153082589618903,Iris-setosa
+19,5.108947716610814,3.062321905526547,1.5100231427638586,0.2615308100569162,Iris-setosa
+20,5.108947716374286,3.0540796591829413,1.5100224050833042,0.26153080845644044,Iris-setosa
+21,6.179366510802814,3.0540065597869064,4.899596661581817,1.665486657611206,Iris-setosa
+22,6.179366489149704,3.0540000015659,4.902113402548796,1.6659319571050482,Iris-virginica
+23,6.179366489626176,3.0540000023086336,4.899756089644103,1.665482210068847,Iris-virginica
diff --git a/iris/lct_gan/2/18/test.csv b/iris/lct_gan/2/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/train.csv b/iris/lct_gan/2/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/18/val.csv b/iris/lct_gan/2/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/synth.csv b/iris/lct_gan/2/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ea0f7f41c792ee0cfc9386ec0e21fae24fe5b6c
--- /dev/null
+++ b/iris/lct_gan/2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716511445,3.0581304473548383,1.5100227255580834,0.2615308090825238,Iris-setosa
+1,5.1089477166068,3.0554571388656315,1.5100226403973311,0.26153080923355265,Iris-setosa
+2,6.179366495468663,3.0540003872490646,4.9094727791718356,1.674793399040768,Iris-virginica
+3,6.179366489106881,3.054000001277446,4.903137953748648,1.66606169344414,Iris-virginica
+4,5.108947716397133,3.072458722266331,1.5100232997045677,0.2615308099573683,Iris-setosa
+5,6.179366488927207,3.054000000225475,4.9011648794705485,1.6655903003066674,Iris-virginica
+6,5.108947716927795,3.13014269722915,1.510030312960404,0.2615308263734935,Iris-setosa
+7,6.179366491418923,3.0548549743022195,1.5100240131064344,0.2615308327797267,Iris-setosa
+8,5.108947716342074,3.0888866667233623,1.5100238305248272,0.2615308105132944,Iris-setosa
+9,5.108947716464285,3.0541435292718475,1.5100224763764525,0.2615308089629277,Iris-setosa
+10,5.108947716346978,3.056875785551777,1.5100225352273369,0.2615308086334215,Iris-setosa
+11,5.108947716336559,3.0540521473295126,4.899491323217664,0.26153080843712323,Iris-setosa
+12,6.179366489055747,3.0540000005218664,4.903176006209367,1.6658854760937407,Iris-virginica
+13,5.108947716342592,3.0651413323020282,1.5100228537906804,0.26153080911435567,Iris-setosa
+14,5.108947716679879,3.0543161488147494,1.5100224832759268,0.2615308086554391,Iris-setosa
+15,5.1089477163881485,3.0857272958610658,1.5100238196201676,0.2615308106400119,Iris-setosa
+16,5.108947716304967,3.065932045979735,1.510022857006126,0.26153080909830984,Iris-setosa
+17,5.108947716476612,3.0545876051776526,1.5100225263422766,0.26153080891111224,Iris-setosa
+18,5.108947716567976,3.0665068351045646,1.510023537499422,0.26153081134305095,Iris-setosa
+19,6.179366490929533,3.0540016163305315,4.899491686478941,0.2615308181146809,Iris-setosa
+20,6.179366488928152,3.054000000432098,4.902109093355118,1.6657677509011939,Iris-virginica
+21,6.179366489831421,3.0540000017740216,4.8995452505303145,1.6654358024775588,Iris-virginica
+22,5.108947716340403,3.0799035166035424,1.5100234234104353,0.26153080988912686,Iris-setosa
+23,6.179366488797885,3.0540000000993204,4.899970227926286,1.6654633017975768,Iris-virginica
+24,6.179366489029942,3.0540000007046433,4.903614561004805,1.6660098707582123,Iris-virginica
+25,6.179366488983723,3.054000000183378,4.900950969364969,1.6655495240292004,Iris-virginica
+26,5.108947716359539,3.063823482075527,1.5100228896272347,0.2615308092867399,Iris-setosa
+27,6.17936648887169,3.054000000239092,4.900496559800973,1.6655295416827784,Iris-virginica
+28,5.108947716373598,3.1024058439750246,1.5100244218218728,0.26153081171431297,Iris-setosa
+29,6.179366490149105,3.0540000141918133,4.902317438599523,1.6665724995039688,Iris-virginica
+30,6.179366488997089,3.054000000703436,4.9036368618784225,1.666032859861255,Iris-virginica
+31,6.179366489178653,3.054000002794262,4.913321793722579,1.6686246042735167,Iris-virginica
+0,6.17936649043974,3.0540000076166414,4.899491350154178,1.6654274779617497,Iris-versicolor
+1,6.179366503015578,3.0540008105835232,4.902048086342815,1.667790229620334,Iris-virginica
+2,6.179366489183613,3.054000001565715,4.908539127707033,1.6670847144176064,Iris-virginica
+3,6.179366489002895,3.0540000002179637,4.901208674721826,1.6655794809073978,Iris-virginica
+4,6.179366488990926,3.054000000294173,4.899646442273506,1.6654423124881759,Iris-virginica
+5,6.179366491469541,3.054000023230608,4.899491593337015,1.6654275133725913,Iris-versicolor
+6,6.1793664894532885,3.0540000036594988,4.902000621114789,1.6660758798617814,Iris-virginica
+7,5.108947716571536,3.054012776277475,4.899491329725471,0.26153080848165655,Iris-setosa
+8,5.108947716364671,3.0879864750375217,1.5100239017851467,0.26153081081243346,Iris-setosa
+9,6.179366488990097,3.0540000002262326,4.90125266070246,1.6655896026344716,Iris-virginica
+10,6.179366489817806,3.054000002335437,4.899617624699565,1.6654511701862187,Iris-virginica
+11,5.108947716658679,3.1439182786489464,1.5100293010214394,0.26153082105041586,Iris-setosa
+12,6.179366488812508,3.054000000119971,4.900274258043422,1.6654922472473592,Iris-virginica
+13,6.179366489063644,3.054000001409389,4.903197113461154,1.6661197292385788,Iris-virginica
+14,5.108947716395745,3.1122867113466794,1.5100250029480176,0.2615308124414913,Iris-setosa
+15,6.179366488924943,3.054000000334309,4.901532780764748,1.6656615698881603,Iris-virginica
+16,6.179366488932214,3.0540000002444025,4.901120217924972,1.6655889373593882,Iris-virginica
+17,6.179366489036759,3.0540000008485992,4.902953759608948,1.6659634251772637,Iris-virginica
+18,6.179366489223106,3.0540000029786603,4.913591372470398,1.6686415918816015,Iris-virginica
+19,6.1793664894926135,3.0540000113065444,4.922083267178993,1.673161617210059,Iris-virginica
+20,6.179366489024067,3.05400000020338,4.89953527573675,1.6654306532569758,Iris-virginica
+21,5.108947716422701,3.082098297709289,1.5100237654420445,0.26153081065967815,Iris-setosa
+22,6.179366488911852,3.05400000040297,4.900152931162359,1.6655089890413988,Iris-virginica
+23,6.179366489948812,3.0540000017556994,4.899502439653994,1.6654288386654188,Iris-versicolor
+24,6.179366490360886,3.0540006470386607,4.8994914539627485,1.6654274806252725,Iris-setosa
+25,6.179366488935064,3.0540000004207095,4.900813088064962,1.665590282298359,Iris-virginica
+26,5.108947716422985,3.1203034138720556,1.5100254910004227,0.26153081315500637,Iris-setosa
+27,5.108947716334738,3.0887966275918752,1.5100237304814796,0.26153081056089356,Iris-setosa
+28,6.17936648904848,3.054000002398475,4.907064731159209,1.667220798602531,Iris-virginica
+29,6.1793664902910646,3.0540000094024626,4.899491375820141,1.665427482089118,Iris-versicolor
+30,5.108947716275757,3.0675644511834266,1.510022877945907,0.26153080919039456,Iris-setosa
+31,6.179366489149096,3.0540000023549574,4.9047235314408315,1.666587519019343,Iris-virginica
+0,6.179366501991167,3.0540019420988394,4.8998703777129995,1.6657300114515463,Iris-virginica
+1,5.108947716468274,3.1244489038376577,1.5100262133645288,0.26153081460218386,Iris-setosa
+2,5.108947716443272,3.0572989781632876,1.5100227356153846,0.26153080935581324,Iris-setosa
+3,6.179366488965927,3.054000000143512,4.900693427476457,1.665519128400811,Iris-virginica
+4,5.108947716556267,3.0600949833422604,1.5100230181943541,0.2615308100353109,Iris-setosa
+5,5.108947716343225,3.0543990066088886,1.5100224275390632,0.2615308084724116,Iris-setosa
+6,5.108947716411589,3.057468732264923,1.5100226139146506,0.2615308087977695,Iris-setosa
+7,6.17936649840817,3.0540017466168266,4.8995344912926555,1.6654493315592893,Iris-setosa
+8,5.1089477163404595,3.064252115383019,1.5100228552735513,0.261530809130223,Iris-setosa
+9,6.1793664889098965,3.05400000007552,4.900060503296283,1.6654610564782393,Iris-virginica
+10,6.179366520815676,3.054021884852638,4.901669538793916,1.668448866430967,Iris-virginica
+11,5.108947716741694,3.05724578648543,1.5100229800043907,0.26153081039417037,Iris-setosa
+12,6.179366489054648,3.0540000012536415,4.9035788645206395,1.666160249028286,Iris-virginica
+13,6.179366489016145,3.0540000004676626,4.902350286650192,1.6657732521143869,Iris-virginica
+14,6.179366491379378,3.0540002304822598,4.89949173464637,1.6654275308336977,Iris-versicolor
+15,5.108947716627008,3.069443597866309,1.5100238476016223,0.2615308120886126,Iris-setosa
+16,6.179366496155621,3.054000130863396,4.899605418460474,1.6654776229334227,Iris-virginica
+17,6.179366489102289,3.0540000021632285,4.910291811673805,1.6678153398038669,Iris-virginica
+18,5.10894771709627,3.086208385720568,1.5100274495184092,0.2615308251274517,Iris-setosa
+19,6.179366492025414,3.054000009516744,4.89961242080249,1.6654531747049703,Iris-virginica
+20,5.1089477163646055,3.0554053042425657,1.5100224887391152,0.26153080857872,Iris-setosa
+21,6.179366495371909,3.0658570925241455,1.5100380599207,0.26153101172568355,Iris-setosa
+22,6.179366488901766,3.054000000212039,4.8996005702023195,1.665437599255563,Iris-virginica
+23,5.108947716534675,3.095292124722065,1.5100249927852185,0.2615308133615326,Iris-setosa
+24,6.179366492109433,3.064955584735637,1.510030872052581,0.2615308925917434,Iris-setosa
+25,6.179366489052958,3.054000001537119,4.9063195038829175,1.666769016257895,Iris-virginica
+26,6.179366489201246,3.0540000028205214,4.90832592199076,1.6674341305537885,Iris-virginica
+27,5.1089477168387045,3.0542833225930837,1.5100225085632797,0.261530808867544,Iris-setosa
+28,5.10894771653491,3.0865367851318735,1.5100244059636414,0.2615308121816484,Iris-setosa
+29,6.179366489219477,3.0540000007798067,4.899983917594211,1.6654913849386974,Iris-virginica
+30,5.108947716906037,3.0646073133814853,1.5100238372814891,0.2615308125239934,Iris-setosa
+31,5.108947716271085,3.073003666046448,1.5100230919580653,0.26153080945764184,Iris-setosa
+0,5.108947716356869,3.0749885790864564,1.510023274588133,0.26153080978424953,Iris-setosa
+1,5.108947716432136,3.061461832835783,1.5100228326878642,0.2615308091936703,Iris-setosa
+2,6.1793664889318745,3.0540000004747356,4.90049770378627,1.6655571859590044,Iris-virginica
+3,5.108947716266746,3.0685351586037517,1.5100228897260561,0.26153080916210864,Iris-setosa
+4,5.108947716296045,3.082087862262817,1.5100234598234143,0.2615308099827419,Iris-setosa
+5,6.17936649609651,3.05400004508067,4.899494546478802,1.6654280286844918,Iris-versicolor
+6,6.1793664923275715,3.054000020496131,4.899497595795831,1.6654286171834591,Iris-versicolor
+7,6.179366488834484,3.0540000000759826,4.899983115006644,1.6654588295176902,Iris-virginica
+8,6.1793664901226,3.054002956965287,4.899491423916964,0.2615308095207467,Iris-setosa
+9,6.179366489156546,3.054000001011963,4.905865070868591,1.6664144580805966,Iris-virginica
+10,6.179366490691193,3.0540000029949765,4.899493403789494,1.6654277113464797,Iris-versicolor
+11,6.179366488938616,3.054000000469118,4.900671591114807,1.6655796661266082,Iris-virginica
+12,5.108947716312133,3.065319198546574,1.5100228415529824,0.26153080908754023,Iris-setosa
+13,5.108947716304862,3.0712268630487993,1.510023050543554,0.26153080939812784,Iris-setosa
+14,5.108947716448991,3.0988070864012385,1.5100245842688231,0.2615308119295505,Iris-setosa
+15,5.1089477166446144,3.1034255554921053,1.5100262106687454,0.2615308167701108,Iris-setosa
+16,6.179366489029175,3.054000000321977,4.901920258004142,1.6656795594871852,Iris-virginica
+17,5.108947716370614,3.073591993722205,1.5100232625475276,0.26153080981410076,Iris-setosa
+18,5.108947716422561,3.1229913801025537,1.5100256201171611,0.26153081324181376,Iris-setosa
+19,6.179366488821063,3.0540000000961642,4.90006130065638,1.665468737362648,Iris-virginica
+20,6.179366495186562,3.054000092860858,4.899881424870643,1.6656148427505615,Iris-virginica
+21,6.179366489265671,3.0540000051060665,4.916678208282496,1.6702180988859363,Iris-virginica
+22,6.179366489116578,3.054000000965253,4.905540782890188,1.6663753984295055,Iris-virginica
+23,6.179366489081857,3.054000000494375,4.903211516263405,1.6658791043897672,Iris-virginica
diff --git a/iris/lct_gan/2/19/test.csv b/iris/lct_gan/2/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/train.csv b/iris/lct_gan/2/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/19/val.csv b/iris/lct_gan/2/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/synth.csv b/iris/lct_gan/2/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f807493b32c78364dcbbeffb1a1bf6ce24716669
--- /dev/null
+++ b/iris/lct_gan/2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664888730495,3.0540000001137426,4.900307854745897,1.6654881101667056,Iris-virginica
+1,6.17936648888862,3.054000000113727,4.900272006030002,1.6654835540519628,Iris-virginica
+2,5.108947716280209,3.0664631042729926,1.5100228593836906,0.2615308091565712,Iris-setosa
+3,5.1089477164496815,3.059466073821865,1.5100227855353612,0.2615308091988143,Iris-setosa
+4,6.179366489037202,3.0540000009789514,4.904960636952433,1.666330032276497,Iris-virginica
+5,6.179366490651084,3.0540000026315983,4.899499808862008,1.6654285058453686,Iris-versicolor
+6,5.1089477164342485,3.0789634924868756,1.510023669211122,0.26153081049033,Iris-setosa
+7,6.179366491451001,3.054000012839833,4.899497150691074,1.6654285476608388,Iris-versicolor
+8,6.17936650875783,3.054064518908404,4.8997004294537545,0.26162104377866435,Iris-setosa
+9,5.108947716259668,3.0641024523734357,1.51002274548472,0.26153080894898945,Iris-setosa
+10,6.179366488876853,3.0540000002190304,4.900932463047981,1.6655714691219172,Iris-virginica
+11,6.1793664891813,3.054000002448199,4.911746183984281,1.6681524948947717,Iris-virginica
+12,5.108947716429641,3.1070439765251963,1.5100248500807398,0.2615308124361342,Iris-setosa
+13,6.179366489450296,3.05400000181262,4.900340000703436,1.6655814608399657,Iris-virginica
+14,5.108947716341999,3.058557164062666,1.5100226243148012,0.26153080883178986,Iris-setosa
+15,6.179366490839182,3.054000003450249,4.899499837348969,1.6654285992824853,Iris-versicolor
+16,6.179366489209904,3.0540000024534435,4.902349665802688,1.6660911299548726,Iris-virginica
+17,5.108947716472672,3.1454011617103124,1.5100270764500843,0.261530815090068,Iris-setosa
+18,5.108947716603133,3.054063917895732,4.899491388708024,0.2615308086141678,Iris-setosa
+19,5.10894771639553,3.078095413706123,1.5100235069339083,0.2615308102018856,Iris-setosa
+20,6.179366510349544,3.0540028740114122,4.9005279256930345,1.666401851602065,Iris-virginica
+21,5.108947716725211,3.054000588549172,4.899491313365727,0.2615308084739957,Iris-setosa
+22,5.108947716393552,3.066767429067429,1.5100229664209015,0.2615308092922999,Iris-setosa
+23,5.10894771635009,3.1056933154969624,1.5100245043981406,0.261530811366999,Iris-setosa
+24,6.17936652503109,3.05403127596177,4.909064157160127,1.6852157108556673,Iris-virginica
+25,6.179366493203428,3.056330163797671,1.5100266129894,0.26153086517049356,Iris-setosa
+26,5.108947716359771,3.054043808676454,4.8994913146026535,0.2615308084161675,Iris-setosa
+27,5.108947716716193,3.054228624339902,1.5100225462934314,0.2615308094905733,Iris-setosa
+28,6.179366489187522,3.0540000015357123,4.90848786372086,1.6670518326995623,Iris-virginica
+29,6.179366489003117,3.054000000293632,4.901810655848714,1.665665840622833,Iris-virginica
+30,5.10894771642786,3.055084144703985,1.5100225146669128,0.2615308086970012,Iris-setosa
+31,5.108947716381489,3.109355274977198,1.5100246730544347,0.26153081186920757,Iris-setosa
+0,5.108947716468134,3.059429047466818,1.510022941657493,0.2615308099810137,Iris-setosa
+1,6.179366488934723,3.0540000002248804,4.899680394382842,1.6654441062902847,Iris-virginica
+2,6.179366495543386,3.0540002239375723,4.903594462508077,1.6684226312443273,Iris-virginica
+3,6.1793664891607465,3.054000000857702,4.900475654905999,1.665565032865869,Iris-virginica
+4,6.179366489761731,3.0540000009736814,4.899498976989772,1.6654282281136816,Iris-versicolor
+5,5.108947716652889,3.0540274828813105,4.899491352040803,0.2615308085514341,Iris-setosa
+6,5.108947716455278,3.0630809643189925,1.5100229820133253,0.26153080950735114,Iris-setosa
+7,5.108947716801946,3.061387017832584,1.5100233158636642,0.26153081083480284,Iris-setosa
+8,6.179366489600636,3.0540000005883763,4.899492717033736,1.6654275825631393,Iris-versicolor
+9,6.179366488983167,3.054000000199044,4.900967147748089,1.6655534016015925,Iris-virginica
+10,5.1089477163975925,3.0544654193832455,1.5100224597054765,0.2615308085981401,Iris-setosa
+11,5.108947716414362,3.071910178724055,1.5100232711355859,0.26153080991542915,Iris-setosa
+12,5.108947716334,3.0974177263198888,1.5100241500978768,0.2615308108478734,Iris-setosa
+13,6.179366488960347,3.054000000170802,4.900743056095196,1.665528638265979,Iris-virginica
+14,6.1793665000552815,3.0540009511022976,4.908287727655541,1.6759893746109256,Iris-virginica
+15,6.179366488816202,3.054000000076328,4.899986213381582,1.6654600254484244,Iris-virginica
+16,6.179366488987723,3.054000000217914,4.901103600043571,1.6655701362649535,Iris-virginica
+17,6.179366489351557,3.054000002703301,4.900990891696429,1.665786174356433,Iris-virginica
+18,6.179366491442322,3.0540062189097594,4.899491896605511,0.26153081936807065,Iris-setosa
+19,6.179366493332422,3.057410311795688,1.5100276135286979,0.2615308821050176,Iris-setosa
+20,6.1793664905142185,3.054000047437729,4.925966673203002,1.6790169107037634,Iris-virginica
+21,6.179366488993975,3.0540000002953565,4.901478519435479,1.6656271466691221,Iris-virginica
+22,5.108947716415571,3.0938494379315284,1.510024344856819,0.2615308117306962,Iris-setosa
+23,5.108947716359009,3.078160132149224,1.5100234140421083,0.2615308100608282,Iris-setosa
+24,6.1793665198255985,3.054007517143824,4.93013201473573,1.7226722792165146,Iris-virginica
+25,6.179366489211607,3.0540000030279977,4.912303356805607,1.6683650052695356,Iris-virginica
+26,5.108947716308574,3.0570194192414792,1.5100225253420854,0.261530808589776,Iris-setosa
+27,5.1089477163758685,3.0865016536426855,1.5100237773668248,0.2615308105124858,Iris-setosa
+28,5.1089477169071325,3.055353084750027,1.5100228568983027,0.2615308103978301,Iris-setosa
+29,5.108947716440464,3.07585597043499,1.510023650203409,0.2615308108075455,Iris-setosa
+30,6.179366489162824,3.054000000601233,4.899610861001304,1.6654422203341948,Iris-virginica
+31,5.108947716528302,3.056563796572311,1.5100225985620288,0.26153080878830637,Iris-setosa
+0,5.108947716540958,3.055347936756084,1.5100225588152407,0.26153080883601443,Iris-setosa
+1,5.108947716344654,3.0891233752339615,1.5100238169957998,0.2615308107730788,Iris-setosa
+2,6.179366488917515,3.0540000001304337,4.900516856843835,1.6655069527771094,Iris-virginica
+3,6.179366490843144,3.054000206654238,4.899491436409769,1.665427482425681,Iris-versicolor
+4,5.108947716507727,3.0540759032719427,1.510022419604093,0.26153080851803645,Iris-setosa
+5,6.179366490700877,3.0540000237630944,4.900253781752095,1.6657697110411909,Iris-virginica
+6,5.108947716488788,3.055774225126828,1.510022564911435,0.26153080877020213,Iris-setosa
+7,5.10894771635541,3.099024305322977,1.5100242867986562,0.2615308112191755,Iris-setosa
+8,5.108947717067131,3.054006176378381,4.899491397794443,0.26153080893973185,Iris-setosa
+9,5.108947716487529,3.05409118793542,1.5100224107589542,0.26153080845606436,Iris-setosa
+10,5.108947716434921,3.1241310364675154,1.510025725185696,0.2615308133893562,Iris-setosa
+11,6.179366488908722,3.0540000000661873,4.899992880847991,1.6654553563994126,Iris-virginica
+12,6.1793664897762675,3.054000002345544,4.899813693427169,1.665489706584756,Iris-virginica
+13,6.179366507231074,3.0540009627312164,4.901550358741771,1.6672853134625774,Iris-virginica
+14,5.108947716367543,3.0548026901616714,1.5100224944630662,0.2615308086985678,Iris-setosa
+15,6.179366497535883,3.0540007845177253,4.914261440655253,1.683114119407866,Iris-virginica
+16,6.179366488810958,3.0540000000609657,4.899880284060911,1.665450650585031,Iris-virginica
+17,6.1793664889358455,3.0540000002419627,4.901168245765515,1.6655924417404968,Iris-virginica
+18,6.179366489563534,3.0540000155148483,4.909953471084754,1.6700907494314945,Iris-virginica
+19,5.1089477163583705,3.0662030488255314,1.5100229593716261,0.26153080932615247,Iris-setosa
+20,5.1089477166187915,3.119397510220142,1.5100270074671576,0.26153081743882445,Iris-setosa
+21,6.179366488819855,3.0540000001129153,4.900224767879344,1.6654854865613775,Iris-virginica
+22,5.108947716273043,3.0604808199693405,1.5100226250367323,0.26153080875144585,Iris-setosa
+23,5.108947716354046,3.066763338282257,1.5100229653685238,0.2615308093158625,Iris-setosa
+24,6.179366489118504,3.0540000013284754,4.906203774937767,1.666585563773324,Iris-virginica
+25,6.179366489018115,3.0540000002597147,4.901586047799999,1.665629075151201,Iris-virginica
+26,6.179366499100496,3.0542578844063124,1.5100319964422777,0.2615319592489153,Iris-setosa
+27,6.179366488980889,3.0540000002084082,4.901166158686086,1.6655781580805393,Iris-virginica
+28,6.1793664890755124,3.0540000003703147,4.902180890841653,1.665709288642486,Iris-virginica
+29,5.108947716326911,3.0621238799699486,1.5100227506661412,0.2615308089817329,Iris-setosa
+30,6.179366491464089,3.0540001148571867,4.9154735694866805,1.6778359612762417,Iris-virginica
+31,6.179366489253522,3.0540000067248174,4.931311222429625,1.675219904296842,Iris-virginica
+0,5.108947716767035,3.0862242369093935,1.51002511327429,0.2615308139462134,Iris-setosa
+1,5.108947717710083,3.0542361430794878,1.5100228878905089,0.26153081371875825,Iris-setosa
+2,6.179366489741711,3.054000006790422,4.9012342703669,1.6659738258483172,Iris-virginica
+3,6.179366496889556,3.0540009386474942,4.899553935555693,1.6654604732059566,Iris-virginica
+4,5.108947716402316,3.0750839502448972,1.5100234219278146,0.26153081024972363,Iris-setosa
+5,6.17936648954298,3.054000031875473,4.97270426404555,1.7005686945245193,Iris-virginica
+6,5.108947716294645,3.0687027085352776,1.510022968688992,0.2615308092283979,Iris-setosa
+7,5.108947716635025,3.0541509416818085,1.510022473570439,0.2615308088951849,Iris-setosa
+8,5.108947716406484,3.119586900211347,1.510025307473111,0.26153081275434736,Iris-setosa
+9,5.10894771634134,3.0548234221997475,1.510022482399956,0.2615308086682869,Iris-setosa
+10,6.179366489901073,3.0540000054509524,4.900662606804584,1.6657483923648653,Iris-virginica
+11,6.17936649005656,3.054002788149792,4.899491414846195,0.26153080936324763,Iris-setosa
+12,5.108947716319407,3.06477396739725,1.5100228004997243,0.26153080902328874,Iris-setosa
+13,6.17936649070217,3.054000003621116,4.899494349797168,1.665427868855553,Iris-versicolor
+14,5.108947716520208,3.0540520663339836,4.899491362917377,0.26153080857345,Iris-setosa
+15,5.1089477163167,3.0629539052721046,1.5100227930516876,0.26153080913213694,Iris-setosa
+16,5.108947716710152,3.0765198496484656,1.5100243342495236,0.2615308127444752,Iris-setosa
+17,6.179366492474241,3.0540000809168526,4.910305289360512,1.6716661738471954,Iris-virginica
+18,5.108947716301077,3.054222591422875,1.5100224052021174,0.2615308084301436,Iris-setosa
+19,6.179366490499909,3.0540000019512004,4.89949184395262,1.6654275203187419,Iris-versicolor
+20,6.179366493664197,3.0540000420138766,4.899493225617362,1.66542781719622,Iris-versicolor
+21,5.10894771672525,3.0540971607763345,1.5100224341666848,0.26153080855205113,Iris-setosa
+22,6.17936650475446,3.054037365134514,4.89956404841308,0.26155430678083036,Iris-setosa
+23,5.108947716806824,3.0548966094314705,1.5100226875755896,0.26153080956672303,Iris-setosa
diff --git a/iris/lct_gan/2/2/test.csv b/iris/lct_gan/2/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/train.csv b/iris/lct_gan/2/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/2/val.csv b/iris/lct_gan/2/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/synth.csv b/iris/lct_gan/2/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cf4e558c5d64256b10cd7a71063a64642b54e02
--- /dev/null
+++ b/iris/lct_gan/2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716335881,3.055021042008333,1.5100224557369428,0.26153080849711924,Iris-setosa
+1,5.108947717899373,3.0674904620648373,1.5100288318087107,0.2615308572141422,Iris-setosa
+2,6.179366521369647,3.055956505547522,1.510140805784966,0.2615607949322586,Iris-setosa
+3,5.108947716444728,3.055036219247948,1.5100225011449244,0.2615308086582457,Iris-setosa
+4,6.179366488839655,3.0540000001545424,4.900403640992453,1.6655074800585918,Iris-virginica
+5,6.179366489297811,3.0540000020748366,4.901495364198829,1.6658384711974221,Iris-virginica
+6,6.179366489536677,3.054000014617642,4.927350699211571,1.675981528749129,Iris-virginica
+7,5.108947716338904,3.0799450732496063,1.5100234282570841,0.26153081002766604,Iris-setosa
+8,5.108947716855955,3.054052070953046,4.899491499194186,0.26153080944791723,Iris-setosa
+9,5.108947716796296,3.056822555437282,1.5100228525071027,0.26153080982304006,Iris-setosa
+10,5.108947716372042,3.094441270384664,1.5100241642145313,0.2615308111168866,Iris-setosa
+11,5.108947716321174,3.054116559832827,1.5100224018481838,0.2615308084325016,Iris-setosa
+12,5.108947716531021,3.0549129482222472,1.5100225745911169,0.26153080907103443,Iris-setosa
+13,5.108947716379635,3.0981123258649874,1.5100243419799966,0.2615308113852047,Iris-setosa
+14,6.179366488889645,3.054000000120075,4.900409040431087,1.6654968531175414,Iris-virginica
+15,6.17936649051464,3.0540002294230777,5.125425636802034,1.834220424118454,Iris-virginica
+16,5.108947716623267,3.054756951066098,1.510022587140995,0.26153080915356797,Iris-setosa
+17,6.179366491792703,3.0540000627149784,4.904265057543694,1.6681335558131087,Iris-virginica
+18,6.179366509575367,3.054032118832204,4.899568387102876,0.26155392695456375,Iris-setosa
+19,6.17936648990089,3.0540000010706043,4.8995199997699865,1.6654305727453087,Iris-versicolor
+20,6.179366488975988,3.0540000005723478,4.902883781868072,1.6658930624727653,Iris-virginica
+21,6.1793664941775575,3.058882539657659,1.5100299161865496,0.2615309213713803,Iris-setosa
+22,6.179366490275495,3.0540000013703663,4.899501455649265,1.6654284816887222,Iris-versicolor
+23,5.108947717809024,3.0733853084515412,1.5100279070118021,0.2615308330776544,Iris-setosa
+24,6.179366497563809,3.0581123845500624,1.510033743874789,0.261531041308228,Iris-setosa
+25,6.179366489052932,3.05400000018144,4.8995242840873825,1.6654296241629665,Iris-virginica
+26,6.17936648900311,3.0540000002733922,4.901572541386637,1.6656325654876136,Iris-virginica
+27,6.1793664929610275,3.054000040537892,4.900077116976166,1.6656692599583356,Iris-virginica
+28,5.1089477164582044,3.1178624080687154,1.5100254818434413,0.26153081323376404,Iris-setosa
+29,5.108947716308386,3.0585099373082287,1.510022562801416,0.26153080864177053,Iris-setosa
+30,6.179366489970395,3.054000159729159,4.899491330623963,1.6654274758259815,Iris-versicolor
+31,6.179366489975558,3.0540000014858597,4.8994952233319085,1.6654278876326278,Iris-versicolor
+0,6.179366489307915,3.0540000016594817,4.900937904110952,1.665691271285432,Iris-virginica
+1,5.10894771641631,3.0676985278346294,1.5100230912469115,0.26153080955813757,Iris-setosa
+2,5.108947716401817,3.103396844330059,1.5100246830830046,0.26153081196292416,Iris-setosa
+3,6.179366489184059,3.054000002948465,4.912609294509432,1.6684465444424994,Iris-virginica
+4,5.10894771632092,3.0541176015084672,1.5100224065030552,0.2615308084488973,Iris-setosa
+5,5.108947716414132,3.0848631597536254,1.5100239433505407,0.2615308109102255,Iris-setosa
+6,5.108947716269196,3.0684509489618788,1.510022931411326,0.2615308093190457,Iris-setosa
+7,6.179366489133771,3.0540000007503103,4.90468644708793,1.666146476049796,Iris-virginica
+8,5.108947716637703,3.089157894956772,1.5100254058704023,0.261530815414761,Iris-setosa
+9,5.108947716351558,3.1038188536566027,1.5100244349537142,0.26153081138098216,Iris-setosa
+10,5.108947716677603,3.0540674655621602,1.5100224562518292,0.2615308088597451,Iris-setosa
+11,5.10894771642968,3.057176351605292,1.5100226037428497,0.26153080876273566,Iris-setosa
+12,5.108947716437819,3.0621237141490623,1.5100228951579815,0.26153080929112077,Iris-setosa
+13,5.108947717496294,3.056704855007298,1.5100243366246378,0.26153082661357074,Iris-setosa
+14,5.108947716723588,3.0730246126052343,1.5100245394139173,0.26153081504573117,Iris-setosa
+15,5.108947716453296,3.054029469248,4.899491353804444,0.2615308085875615,Iris-setosa
+16,6.179366489179245,3.0540000018932076,4.910033228786031,1.667540983418188,Iris-virginica
+17,6.179366488859985,3.0540000000859284,4.900092180833467,1.6654673134955431,Iris-virginica
+18,6.17936649808464,3.054003314588108,4.899496309560462,1.6654286812094152,Iris-setosa
+19,6.179366489353533,3.054000001958482,4.900234406062954,1.6655782939266526,Iris-virginica
+20,6.179366489058425,3.054000001323064,4.90609028002745,1.666637949623531,Iris-virginica
+21,6.179366488946999,3.0540000000971994,4.900243738806007,1.6654753697951914,Iris-virginica
+22,6.179366488802809,3.054000000096124,4.899970350845102,1.6654630268968635,Iris-virginica
+23,5.108947716372138,3.0543935267719333,1.5100224410348428,0.26153080853256366,Iris-setosa
+24,6.179366489093978,3.054000000562128,4.90352679462477,1.6659357885287607,Iris-virginica
+25,5.108947717930534,3.0639402095152355,1.5100263271491496,0.261530832460013,Iris-setosa
+26,5.108947716511928,3.092422950070706,1.510024791116181,0.26153081316947396,Iris-setosa
+27,5.10894771638394,3.061440454015754,1.5100228012466108,0.2615308091384361,Iris-setosa
+28,6.1793664889537805,3.0540000004487484,4.902355453930553,1.665790773497396,Iris-virginica
+29,6.179366488978745,3.0540000006330237,4.903079630040431,1.6659424277701778,Iris-virginica
+30,5.108947716536917,3.0726881861750903,1.5100235160894893,0.2615308104015309,Iris-setosa
+31,5.108947716487365,3.0810706976257607,1.5100239636720378,0.26153081150879437,Iris-setosa
+0,6.179366490060988,3.0540000653987254,4.94837266058169,1.6974729078353807,Iris-virginica
+1,6.179366489033409,3.0540000005629135,4.903411306827186,1.6659454732516707,Iris-virginica
+2,6.179366489127609,3.0540000018659295,4.908827908367272,1.66735013541972,Iris-virginica
+3,6.179366488947717,3.0540000001513006,4.9006681406917805,1.6655214301697592,Iris-virginica
+4,5.108947716341663,3.07665040059344,1.5100233277473356,0.2615308097225414,Iris-setosa
+5,5.1089477164296,3.072580119254403,1.5100233126312648,0.261530809965281,Iris-setosa
+6,5.108947716368399,3.068288616753589,1.5100230655556024,0.2615308094950695,Iris-setosa
+7,6.179366489562357,3.0540002170705147,4.899491334885222,1.6654274759326015,Iris-versicolor
+8,6.179366488924421,3.0540000000735037,4.900078775451947,1.6654614490733792,Iris-virginica
+9,6.1793664889308,3.054000000095964,4.900259894715894,1.6654778266834755,Iris-virginica
+10,5.1089477162693475,3.0601862258826085,1.5100226129692962,0.2615308087458194,Iris-setosa
+11,5.1089477163279,3.0916983353352294,1.5100239369034456,0.2615308106051153,Iris-setosa
+12,6.179366511081575,3.054007735522662,4.899961028068439,1.6658392336638426,Iris-virginica
+13,5.1089477162938595,3.079240870582291,1.5100233367509839,0.2615308098059319,Iris-setosa
+14,5.108947716409694,3.0732684015066978,1.5100234207245542,0.2615308103812308,Iris-setosa
+15,5.108947716645372,3.0540001636939618,4.8994913030102465,1.6654274751792324,Iris-versicolor
+16,5.10894771630993,3.055793508848253,1.5100224878719526,0.261530808569632,Iris-setosa
+17,6.179366493292611,3.0540001518789244,4.899511905845612,1.6654347526524484,Iris-versicolor
+18,6.179366489017716,3.0540000005448746,4.903400574783361,1.6659462788717585,Iris-virginica
+19,5.108947716478164,3.0910526352426366,1.5100242024712094,0.2615308114345699,Iris-setosa
+20,5.10894771643241,3.1041204544807472,1.5100247569949978,0.2615308121922637,Iris-setosa
+21,5.108947716448613,3.1309725100229855,1.510026209894578,0.26153081464281036,Iris-setosa
+22,6.179366489790147,3.0540000085716112,4.899491307641133,1.665427475302172,Iris-versicolor
+23,5.108947716365805,3.096515074689245,1.5100242727512168,0.26153081110095194,Iris-setosa
+24,6.179366489879147,3.0540001319917045,5.13450310346406,1.8130960590962626,Iris-virginica
+25,6.17936648944318,3.054000005123314,4.9047544663353575,1.6668567311208327,Iris-virginica
+26,5.108947716333132,3.0766449027455995,1.5100233502032947,0.2615308099458878,Iris-setosa
+27,5.10894771640804,3.1038512225376222,1.5100246438145077,0.2615308119435805,Iris-setosa
+28,5.108947716290629,3.0545619682422727,1.5100224304656216,0.2615308084829845,Iris-setosa
+29,6.17936648901478,3.054000001449763,4.905665912291221,1.66665116142592,Iris-virginica
+30,5.1089477175596345,3.0551457897253753,1.5100235332692067,0.261530819902559,Iris-setosa
+31,6.1793664891451705,3.054000000926195,4.904887464885682,1.6662267612429509,Iris-virginica
+0,5.108947716386646,3.0627814137171687,1.5100228100455149,0.2615308091143923,Iris-setosa
+1,5.108947716609318,3.10360884391865,1.5100258370891098,0.26153081527470606,Iris-setosa
+2,5.108947716456153,3.0896540342691625,1.5100241153255527,0.2615308112137242,Iris-setosa
+3,5.108947716418359,3.0615578592282127,1.5100227945918208,0.26153080909790305,Iris-setosa
+4,6.179366488958849,3.054000000164788,4.900796881834574,1.6655350989791706,Iris-virginica
+5,5.108947716349021,3.0832942719990415,1.5100235795623236,0.2615308103015004,Iris-setosa
+6,5.108947716472616,3.055492443219069,1.5100225319916367,0.2615308086916977,Iris-setosa
+7,5.108947716559162,3.07123868462909,1.5100235263962196,0.2615308104543862,Iris-setosa
+8,6.179366491180367,3.0540008241724084,4.899491826179424,1.66542751822069,Iris-setosa
+9,6.179366488898936,3.0540000003065813,4.9018193610022935,1.6656985202858738,Iris-virginica
+10,6.179366489281435,3.0540000049627327,4.91903788373472,1.670682451310145,Iris-virginica
+11,6.179366501914811,3.0540023111514034,4.975757678446396,1.784573435471266,Iris-virginica
+12,6.179366489382494,3.0540000115070933,4.943842025431531,1.6810981007901704,Iris-virginica
+13,6.179366488745677,3.0540000000485357,4.899718625224852,1.665441031674331,Iris-virginica
+14,6.179366488923214,3.054000000189669,4.900839541015041,1.6655463512660549,Iris-virginica
+15,6.179366488795778,3.0540000001095353,4.899816371821342,1.6654527785683875,Iris-virginica
+16,5.108947716385884,3.1000228915810935,1.5100244113658103,0.2615308116745111,Iris-setosa
+17,6.179366495161544,3.054000033765795,4.899603029763381,1.6654573031255775,Iris-virginica
+18,6.179366489134093,3.05400000297556,4.910861414733734,1.668212685313839,Iris-virginica
+19,6.17936648893075,3.0540000005971644,4.90267886486659,1.665899114589804,Iris-virginica
+20,5.108947716465611,3.065845064070224,1.5100230960849583,0.2615308096545265,Iris-setosa
+21,6.179366489135462,3.0540000027809167,4.9134436635276515,1.6687282801307743,Iris-virginica
+22,6.179366490941899,3.0540000117815933,4.89967745625183,1.665478045838725,Iris-virginica
+23,5.108947716483478,3.0540006903499872,4.899491302662902,0.2615308084185393,Iris-setosa
diff --git a/iris/lct_gan/2/20/test.csv b/iris/lct_gan/2/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/train.csv b/iris/lct_gan/2/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/20/val.csv b/iris/lct_gan/2/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/synth.csv b/iris/lct_gan/2/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54095142dfae4610f89eb8fbf881a4490da83d6a
--- /dev/null
+++ b/iris/lct_gan/2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488768715,3.0540000000958427,4.899877910008062,1.6654577107849924,Iris-virginica
+1,5.108947716757351,3.054065798284965,4.899491390248765,0.2615308086146014,Iris-setosa
+2,6.179366495540891,3.0540002297975266,4.8994928524263806,1.6654277712433663,Iris-versicolor
+3,5.108947716345103,3.064029338241758,1.5100228266493074,0.2615308090890946,Iris-setosa
+4,6.179366489343238,3.0540000011245763,4.899652073784918,1.66545334555768,Iris-virginica
+5,6.179366489548056,3.054000005299241,4.902141105987757,1.6662277996838284,Iris-virginica
+6,5.10894771683306,3.0540749934769837,4.899491423461872,0.26153080870209333,Iris-setosa
+7,6.179366491627306,3.054259808326043,1.5100235722210351,0.2615308335440644,Iris-setosa
+8,6.179366491516784,3.0540000221540353,4.901514256176045,1.6662270131298618,Iris-virginica
+9,5.108947716685471,3.090076996663326,1.510025518152698,0.26153081558935637,Iris-setosa
+10,6.179366490307642,3.0540000168033794,4.904120826284984,1.6672988400089024,Iris-virginica
+11,5.108947716398262,3.1036739423008703,1.5100245527770089,0.26153081184604965,Iris-setosa
+12,6.179366489039953,3.054000000804071,4.904332926709006,1.6661664117696107,Iris-virginica
+13,5.108947716441687,3.083093780057995,1.5100237466611808,0.26153081050970806,Iris-setosa
+14,5.108947716373805,3.054039414771984,4.899491319495269,0.261530808424735,Iris-setosa
+15,5.1089477170008655,3.0543635996235916,1.510022783552382,0.2615308122314958,Iris-setosa
+16,6.179366500809477,3.054002954862301,4.9794830730157225,1.8061468196779344,Iris-virginica
+17,6.179366491217519,3.0540000117133435,4.899492866185319,1.665427713214529,Iris-versicolor
+18,5.108947716306808,3.0541940472262614,1.510022409910755,0.2615308084504626,Iris-setosa
+19,6.179366493069968,3.054002369711935,4.899494224881027,1.665428182563208,Iris-setosa
+20,5.1089477165621675,3.0781681317995666,1.5100241517830415,0.2615308121939767,Iris-setosa
+21,5.108947716266121,3.071372128585066,1.5100230137227366,0.261530809409645,Iris-setosa
+22,6.179366489583015,3.0540000181414975,4.937184648526925,1.6804803258378893,Iris-virginica
+23,5.108947716407565,3.1224149416233717,1.5100255026807503,0.261530813046345,Iris-setosa
+24,6.179366490030113,3.054000056481957,4.959869485350818,1.701212001358072,Iris-virginica
+25,6.179366492094526,3.0541499105837895,1.5100238372329788,0.2615308713346641,Iris-setosa
+26,6.1793664905576415,3.0540000529438354,4.899491440771973,1.665427487786079,Iris-versicolor
+27,5.108947716388327,3.096482599554065,1.5100241946237114,0.2615308112796372,Iris-setosa
+28,5.108947716348067,3.0631755973330015,1.5100228142596266,0.26153080904534487,Iris-setosa
+29,5.108947716323254,3.0655666467769223,1.5100229376903846,0.2615308095025675,Iris-setosa
+30,6.179366494141373,3.054486211289906,1.5100242104589379,0.26153083735153876,Iris-setosa
+31,6.179366489249742,3.054000005818512,4.926605475843669,1.6734158144862359,Iris-virginica
+0,5.1089477164169175,3.106005094181736,1.5100248158831402,0.26153081215181023,Iris-setosa
+1,6.179366489784477,3.0540000578434463,5.044674166792254,1.735546781326657,Iris-virginica
+2,6.1793664892252345,3.0540000029722645,4.91417527632364,1.6687979075661135,Iris-virginica
+3,5.108947716359842,3.0996970293903434,1.5100243128622959,0.2615308112568357,Iris-setosa
+4,6.179366488885395,3.0540000001219574,4.900433332824035,1.6654993945639456,Iris-virginica
+5,6.179366490942075,3.0540000048445077,4.8994923357083255,1.6654275902523703,Iris-versicolor
+6,5.108947716493584,3.0541188731247515,1.510022421540859,0.2615308084999628,Iris-setosa
+7,6.179366499427757,3.057730910783201,1.5100448474645964,0.26153179805087573,Iris-setosa
+8,5.108947716287793,3.0556358012114235,1.5100224671847762,0.26153080851575194,Iris-setosa
+9,5.108947716560737,3.062868990488986,1.510022997225767,0.26153080949196345,Iris-setosa
+10,6.1793664887776245,3.0540000000346477,4.899712464651997,1.6654383095283174,Iris-virginica
+11,6.17936648897225,3.054000000307427,4.89960493169512,1.6654391276382436,Iris-virginica
+12,5.108947716375251,3.066579880010047,1.5100229407755024,0.26153080921765764,Iris-setosa
+13,5.108947716310066,3.0625151576954885,1.5100227178367625,0.2615308088837782,Iris-setosa
+14,6.179366521754467,3.0540052949989893,4.908981479111005,1.6794603050766228,Iris-virginica
+15,5.108947716379375,3.1092090241750814,1.5100247596803789,0.26153081212471946,Iris-setosa
+16,6.179366489364642,3.054000006104265,4.91436277109738,1.6695741162756397,Iris-virginica
+17,6.179366491120013,3.0540000030994974,4.899492068785337,1.6654275453757745,Iris-versicolor
+18,5.108947716295969,3.0556207395835795,1.5100224652830334,0.2615308085150538,Iris-setosa
+19,5.108947716304423,3.083208569969189,1.5100235391645824,0.26153081015129226,Iris-setosa
+20,5.108947716683953,3.0586565511453934,1.510022924973383,0.2615308096973864,Iris-setosa
+21,5.1089477162832795,3.065286692018119,1.510022808415162,0.26153080901712034,Iris-setosa
+22,6.179366513665514,3.05400223645029,4.903355399284704,1.6698548193346356,Iris-virginica
+23,5.108947716615963,3.0540299173033554,4.89949135855277,0.26153080855468214,Iris-setosa
+24,5.108947716267703,3.0705432978372578,1.5100229863706682,0.26153080927694433,Iris-setosa
+25,5.1089477165809445,3.0540278237329095,4.899491394509705,0.261530808860904,Iris-setosa
+26,5.108947716682161,3.0549542783738843,1.5100227306767409,0.26153081014693713,Iris-setosa
+27,6.179366488922395,3.0540000003994763,4.900529798201937,1.6655535851130088,Iris-virginica
+28,6.179366489209499,3.054000001938063,4.908972922867025,1.667266420058039,Iris-virginica
+29,6.1793664900568,3.0540000195698944,4.913650629892614,1.6708139174154326,Iris-virginica
+30,6.179366489002123,3.0540000004306553,4.902626874311005,1.6658105278596547,Iris-virginica
+31,5.108947716517506,3.068991254586907,1.510023450250743,0.26153081043790966,Iris-setosa
+0,5.108947716505571,3.0588962701905347,1.5100228315093092,0.2615308095013314,Iris-setosa
+1,5.1089477164322235,3.0671026625531366,1.5100230964125791,0.2615308095643382,Iris-setosa
+2,6.1793664917048865,3.0540000070251887,4.89950408609774,1.6654294360056967,Iris-versicolor
+3,6.179366491103654,3.0540000341492224,4.904343507889037,1.6677159702390882,Iris-virginica
+4,6.179366488852066,3.0540000000610736,4.899930006847384,1.6654524036294824,Iris-virginica
+5,5.108947716450605,3.133542057601723,1.510026279618865,0.2615308139625817,Iris-setosa
+6,6.179366488953644,3.0540000001328487,4.90050629032026,1.6655017257095042,Iris-virginica
+7,6.179366506241361,3.054009635178165,4.89952920789041,1.6654470689437555,Iris-setosa
+8,5.108947716510709,3.1207394294288227,1.5100263069487787,0.26153081525271,Iris-setosa
+9,5.108947716459773,3.055707795347781,1.5100225400121097,0.261530808716281,Iris-setosa
+10,6.179366490030597,3.0540000127780713,4.907459741817326,1.6681931887265582,Iris-virginica
+11,6.179366523422029,3.0543466248926094,1.5101009721801255,0.2615674677907936,Iris-setosa
+12,6.179366494652195,3.0540005175806093,4.8994944169617165,1.6654282834487253,Iris-versicolor
+13,5.108947716318863,3.054369817252811,1.5100224193753218,0.26153080845250504,Iris-setosa
+14,5.1089477163111905,3.07295055989514,1.5100231150664656,0.2615308095671293,Iris-setosa
+15,5.10894771641591,3.0992242885319836,1.5100244361443718,0.2615308116498424,Iris-setosa
+16,5.108947716256542,3.054598916868779,1.510022421376636,0.2615308084628661,Iris-setosa
+17,5.108947716796481,3.054771321538803,1.5100226352406654,0.26153080936410833,Iris-setosa
+18,5.108947716289377,3.0681575087792283,1.5100229428434997,0.2615308091786307,Iris-setosa
+19,6.179366490950214,3.054006467937838,4.899491951280297,0.261530823538493,Iris-setosa
+20,5.108947716311644,3.068564450943857,1.5100229264510028,0.261530809202794,Iris-setosa
+21,5.108947716282329,3.0620415185065006,1.5100226974458253,0.2615308088953987,Iris-setosa
+22,5.108947716545382,3.054074643082257,1.5100224393272796,0.2615308087059436,Iris-setosa
+23,6.179366509597399,3.0540016089730275,4.899554872023884,1.6654552144039654,Iris-versicolor
+24,5.108947716291439,3.0764514445079834,1.5100232468259258,0.26153080964299047,Iris-setosa
+25,5.108947716447533,3.0546167126294814,1.5100224608912831,0.2615308085284666,Iris-setosa
+26,5.108947716344281,3.0593763413785227,1.5100226137718449,0.26153080872957285,Iris-setosa
+27,5.108947716391036,3.0986158707703697,1.5100244474706226,0.261530811801481,Iris-setosa
+28,5.108947716451667,3.054121457259135,1.510022431694828,0.2615308085824599,Iris-setosa
+29,5.108947716416038,3.0739695598313292,1.5100233433345085,0.26153080985997806,Iris-setosa
+30,5.108947716433736,3.1095466934569185,1.5100250952263847,0.26153081278653173,Iris-setosa
+31,6.179366488927564,3.0540000001606975,4.900650552259819,1.6655215811821051,Iris-virginica
+0,6.179366506272371,3.0597812534447244,1.510062767894239,0.2615327142470902,Iris-setosa
+1,6.179366488886259,3.054000000370289,4.900664880314141,1.6655722064557235,Iris-virginica
+2,5.108947716546182,3.054005603170878,4.899491316174481,0.26153080844384935,Iris-setosa
+3,5.108947716355994,3.08528252238563,1.5100237616135161,0.26153081072232365,Iris-setosa
+4,6.179366488909407,3.0540000003705647,4.901596583447304,1.6656825901083192,Iris-virginica
+5,6.17936649185154,3.054000031054341,4.901059100207567,1.6661292742792109,Iris-virginica
+6,6.179366488998168,3.054000000308134,4.901716042167546,1.6656595998072714,Iris-virginica
+7,5.108947716353587,3.0824879767926894,1.5100235970522082,0.26153081032835457,Iris-setosa
+8,6.179366536523745,3.05402082163657,4.910940260998827,1.6862664119626674,Iris-virginica
+9,6.179366494578215,3.0540146768086815,4.899493986317998,0.2615309149531332,Iris-setosa
+10,6.1793664894935185,3.054000000406117,4.899493995027139,1.66542766385221,Iris-versicolor
+11,6.179366489719994,3.0540000099059514,4.912668938080427,1.6695210773852933,Iris-virginica
+12,6.179366488922397,3.0540000001653542,4.89956148470568,1.6654327902486683,Iris-virginica
+13,6.179366503199029,3.0540061348685263,5.050341880335604,1.9637967688858438,Iris-virginica
+14,5.108947716619505,3.054011314480173,4.899491330771872,0.261530808476416,Iris-setosa
+15,5.108947716515621,3.0909367827898393,1.5100244375278713,0.2615308120305257,Iris-setosa
+16,6.179366490199337,3.0540019167232773,4.899491390892901,0.26153080907997067,Iris-setosa
+17,5.108947716289542,3.060039554088629,1.5100226185021184,0.2615308087324621,Iris-setosa
+18,6.179366489476098,3.0540000067393778,4.902704834935276,1.6665474586517854,Iris-virginica
+19,6.17936650419318,3.0548458532478837,1.5100332946687893,0.2615313683928485,Iris-setosa
+20,6.179366489054441,3.054000000583296,4.903442328097096,1.6659417315508815,Iris-virginica
+21,6.179366496775583,3.054000962191566,4.943652412311255,1.7243666656246703,Iris-virginica
+22,5.108947716346057,3.070732740955543,1.5100231252930785,0.2615308095478984,Iris-setosa
+23,5.108947716296642,3.06210348641577,1.5100227366199268,0.2615308090244898,Iris-setosa
diff --git a/iris/lct_gan/2/21/test.csv b/iris/lct_gan/2/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/train.csv b/iris/lct_gan/2/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/21/val.csv b/iris/lct_gan/2/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/synth.csv b/iris/lct_gan/2/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46f62cbe239ae89fa81b63d22552ce5a28bb7e55
--- /dev/null
+++ b/iris/lct_gan/2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489033503,3.054000000337116,4.899624292080478,1.6654405273126585,Iris-virginica
+1,6.179366493411356,3.0628268397855707,1.51003115492899,0.26153090843272453,Iris-setosa
+2,5.108947716998482,3.0565812097777885,1.5100230828461936,0.2615308111609148,Iris-setosa
+3,6.179366489482609,3.0540000194704127,4.970124952796387,1.692460748806977,Iris-virginica
+4,6.1793664888471636,3.054000000138967,4.899592072162794,1.6654354305002113,Iris-virginica
+5,6.17936649171824,3.0540130838704083,4.899492858003563,0.26153085992163577,Iris-setosa
+6,5.108947717007381,3.0613700686841026,1.510023826720104,0.26153081355196295,Iris-setosa
+7,6.179366489109202,3.0540000013768087,4.900330893962945,1.6655980544573623,Iris-virginica
+8,5.108947716703088,3.0540470032597287,4.89949142056715,0.26153080888335706,Iris-setosa
+9,6.179366488852794,3.0540000001997134,4.900680867088519,1.6655446839617973,Iris-virginica
+10,5.108947716515827,3.06625940699811,1.5100234070173881,0.26153081080365576,Iris-setosa
+11,6.179366489149019,3.054000001717667,4.90443581386225,1.6663795634083804,Iris-virginica
+12,5.108947716557503,3.0896197946709565,1.510024543404981,0.26153081250196,Iris-setosa
+13,5.108947717467985,3.0548251657339236,1.5100233716568368,0.2615308181262077,Iris-setosa
+14,5.108947716464598,3.0543788774072125,1.510022447951152,0.2615308085213034,Iris-setosa
+15,6.179366488850919,3.0540000000499368,4.8998556833449705,1.6654466431740744,Iris-virginica
+16,5.10894771657754,3.0804993351976013,1.510024302219393,0.2615308124117104,Iris-setosa
+17,5.108947716784266,3.0647015696761986,1.5100237978929663,0.2615308125297739,Iris-setosa
+18,5.108947716256137,3.0672188965549645,1.5100228536903586,0.2615308090994744,Iris-setosa
+19,6.179366489001459,3.0540000001823393,4.900834601789146,1.6655351960175708,Iris-virginica
+20,6.1793664952885266,3.054000983786037,4.969635397440157,1.76383012207229,Iris-virginica
+21,6.179366488927754,3.0540000000833087,4.900166668756897,1.6654690370327505,Iris-virginica
+22,6.179366488995332,3.054000000948796,4.904640435975824,1.6663034756167021,Iris-virginica
+23,6.1793664895960125,3.054000002528241,4.900739370582604,1.6656750927894917,Iris-virginica
+24,6.179366489138385,3.0540000023746687,4.909348038264613,1.667616137989508,Iris-virginica
+25,5.108947716464009,3.063182219704039,1.5100229637020632,0.26153080955491353,Iris-setosa
+26,6.179366489665683,3.0540000099215696,4.9074053237616795,1.668105250881765,Iris-virginica
+27,6.179366488835553,3.0540000001300562,4.899936794008189,1.665462396809989,Iris-virginica
+28,6.179366488951265,3.0540000004276284,4.902032034200641,1.6657465628583858,Iris-virginica
+29,6.179366489949556,3.0540030865887124,4.8994913800551805,0.2615308089266908,Iris-setosa
+30,6.179366489380279,3.0540000060236046,4.9161695737372435,1.6700073735895111,Iris-virginica
+31,5.108947716337307,3.0908939977812855,1.5100239216214388,0.26153081061988714,Iris-setosa
+0,6.179366490830378,3.0540213419854423,4.899491879112563,0.26153081591420246,Iris-setosa
+1,5.108947716572949,3.0564987744596492,1.5100226722128405,0.26153080907040704,Iris-setosa
+2,6.179366490391927,3.054000004199799,4.89963418152461,1.6654573035812017,Iris-virginica
+3,5.108947716989422,3.1204973373741005,1.5100307986366952,0.2615308319082124,Iris-setosa
+4,6.179366489170896,3.054000002502148,4.910408975779192,1.6678641755830963,Iris-virginica
+5,6.179366489321475,3.0540000111651464,4.93890368908598,1.6795378256822089,Iris-virginica
+6,6.179366490405472,3.0540000046441103,4.899699209889996,1.6654754704722128,Iris-virginica
+7,5.108947716807342,3.0540267329706894,4.899491370484084,0.26153080858665445,Iris-setosa
+8,5.1089477167299,3.0540200176414114,4.8994913842932375,0.26153080875319035,Iris-setosa
+9,6.1793664921065075,3.054031406364603,4.899493299493728,0.2615308659691682,Iris-setosa
+10,6.17936648889783,3.0540000003433097,4.901090910287975,1.6656166754942032,Iris-virginica
+11,6.179366489204653,3.0540000020226254,4.901615369507194,1.6658859256259773,Iris-virginica
+12,6.1793664890150355,3.0540000002832444,4.901685919436139,1.6656455719341134,Iris-virginica
+13,6.179366490989251,3.0540132282546315,4.899491687412837,0.2615308125493778,Iris-setosa
+14,6.179366508620346,3.054004465221271,4.921611870195469,1.7054323816910504,Iris-virginica
+15,5.108947716440018,3.132594186776308,1.5100263522521815,0.26153081435732956,Iris-setosa
+16,5.10894771647022,3.0626761126244726,1.5100231152664587,0.2615308102618522,Iris-setosa
+17,6.179366528366158,3.0541429712488446,4.9000926496446615,0.26184433280534564,Iris-setosa
+18,6.1793664910181505,3.0540000316953515,4.899491587682114,1.6654275136575745,Iris-versicolor
+19,5.108947716719406,3.058476953843486,1.51002296549035,0.2615308098169449,Iris-setosa
+20,6.179366489406028,3.0540000073390887,4.905890825194236,1.6676277281520193,Iris-virginica
+21,5.108947716737476,3.0671040140738577,1.510023929641274,0.2615308130532578,Iris-setosa
+22,5.10894771739637,3.0620456575890183,1.5100251037734342,0.261530823936614,Iris-setosa
+23,5.108947716481771,3.055566239047656,1.5100225527610682,0.2615308087280285,Iris-setosa
+24,5.108947716339616,3.0955842528268263,1.5100240977417478,0.2615308108915769,Iris-setosa
+25,5.108947716533467,3.0543291075962906,1.5100225061814518,0.26153080896997793,Iris-setosa
+26,5.108947716406814,3.1307819608954857,1.510025835583584,0.2615308138525537,Iris-setosa
+27,6.179366488974433,3.0540000004207113,4.899987731008815,1.6654856905089739,Iris-virginica
+28,6.17936648881605,3.054000000249758,4.900705943797317,1.6655677906859847,Iris-virginica
+29,6.179366488985418,3.054000000265984,4.901580919017264,1.6656355611626885,Iris-virginica
+30,6.179366489207832,3.054000002994394,4.9095252016043425,1.6677961484784405,Iris-virginica
+31,6.179366489243294,3.0540000018877125,4.90354942927476,1.666188702563221,Iris-virginica
+0,5.108947716404666,3.0749845076202225,1.5100234067125222,0.2615308100493802,Iris-setosa
+1,6.179366490457193,3.0540073039964124,4.899491846442643,0.26153081882511703,Iris-setosa
+2,6.179366495773328,3.0540000403115135,4.899547521047512,1.6654409495170002,Iris-versicolor
+3,5.108947716342486,3.094163644362874,1.5100240512856957,0.26153081085084073,Iris-setosa
+4,6.179366490634723,3.054000126451394,4.955944600381942,1.7108926414674634,Iris-virginica
+5,5.108947716394463,3.05529242066785,1.510022495602125,0.2615308086180732,Iris-setosa
+6,5.108947716498888,3.077112912074002,1.5100239379106635,0.2615308118881713,Iris-setosa
+7,6.179366537972341,3.058337585413117,1.5103546786230118,0.2616490080005939,Iris-setosa
+8,6.179366488887441,3.054000000097321,4.9002134242704365,1.6654767850659735,Iris-virginica
+9,5.108947716423299,3.1074616101122285,1.5100249273508597,0.26153081233495673,Iris-setosa
+10,6.179366488894772,3.0540000001449465,4.899598564747142,1.6654352655738025,Iris-virginica
+11,6.179366488877393,3.0540000001591374,4.900529855655248,1.665515515071349,Iris-virginica
+12,6.179366519620292,3.054118393446583,4.899604432777122,0.2615675412454281,Iris-setosa
+13,5.108947716528096,3.0897329231534623,1.5100244813391512,0.26153081218039503,Iris-setosa
+14,6.179366488909232,3.054000000097457,4.9001900070633715,1.6654733408941715,Iris-virginica
+15,5.108947716356133,3.0747195918498824,1.5100232858706744,0.26153080982969185,Iris-setosa
+16,6.179366489955339,3.0540000009657393,4.899493258717481,1.6654276427835728,Iris-versicolor
+17,6.179366489087408,3.054000000740588,4.90444379166474,1.6661314435857724,Iris-virginica
+18,6.179366488908183,3.0540000002907886,4.900815187748943,1.6655685200798218,Iris-virginica
+19,5.108947716277822,3.067480955537312,1.510022890410104,0.2615308091847936,Iris-setosa
+20,5.1089477164284425,3.0823694357876534,1.5100237070818165,0.2615308104107824,Iris-setosa
+21,6.179366489131311,3.0540000008062624,4.904726244644089,1.6661713544830967,Iris-virginica
+22,5.108947716493984,3.064312066073154,1.5100230966067212,0.26153080978112964,Iris-setosa
+23,5.108947716397274,3.1158749787370015,1.5100250523833143,0.2615308125658423,Iris-setosa
+24,6.179366491089217,3.054000042968801,4.901479604990368,1.6665663308490877,Iris-virginica
+25,6.179366488900781,3.054000000291315,4.900462283918296,1.6655305833544458,Iris-virginica
+26,6.179366540379685,3.0540219793736245,4.9033892744598555,1.6709536987965372,Iris-virginica
+27,6.1793664890593965,3.0540000006315933,4.903812165216092,1.66601775097981,Iris-virginica
+28,6.179366488920371,3.0540000001154675,4.9003460791268525,1.6654884027093162,Iris-virginica
+29,5.108947716505121,3.0574724664546937,1.5100226777126304,0.2615308089873128,Iris-setosa
+30,6.179366490421253,3.0540000024379284,4.899492269769919,1.6654275747208653,Iris-versicolor
+31,6.179366489094593,3.054000000597634,4.903691112264204,1.6659730029463713,Iris-virginica
+0,5.108947716347268,3.0747245890152404,1.5100233244971324,0.26153080996794636,Iris-setosa
+1,6.179366489187624,3.0540000026008305,4.907123810358912,1.6671097418113512,Iris-virginica
+2,5.108947716299936,3.065422352822258,1.5100228286444892,0.26153080908315485,Iris-setosa
+3,5.108947717279392,3.0576158431622695,1.5100234268502797,0.2615308126391303,Iris-setosa
+4,5.108947716285036,3.0644342334038885,1.5100228153161053,0.26153080911598187,Iris-setosa
+5,6.179366495657679,3.054000175343515,4.89960278366926,1.6654800853688523,Iris-virginica
+6,5.10894771695223,3.056018049848823,1.5100228089591796,0.26153080964971814,Iris-setosa
+7,5.108947716358271,3.096080237587711,1.5100241399628838,0.26153081124255273,Iris-setosa
+8,6.179366519730577,3.0557430149796247,1.5101377746906943,0.26156478155405266,Iris-setosa
+9,6.17936649043264,3.0540098772599626,4.899491557030248,0.2615308106430387,Iris-setosa
+10,5.10894771636761,3.107216040648624,1.5100246850280257,0.2615308121750746,Iris-setosa
+11,6.179366491928768,3.05400053552507,4.899493007158296,1.6654279366229099,Iris-versicolor
+12,5.108947716630377,3.054884586612239,1.5100227196770106,0.2615308102127923,Iris-setosa
+13,5.1089477163565356,3.07752657883905,1.5100233866523816,0.2615308099917557,Iris-setosa
+14,6.179366489205245,3.054000001488935,4.9075150783442565,1.6668270800397684,Iris-virginica
+15,6.179366490686058,3.0540000033735013,4.899492598501742,1.6654276216185906,Iris-versicolor
+16,6.179366488973192,3.0540000006946917,4.902430211044236,1.665864926077776,Iris-virginica
+17,5.108947716344778,3.083090312308581,1.510023629109945,0.26153081022854513,Iris-setosa
+18,6.179366488877024,3.0540000001789647,4.900597069090688,1.6655262274021132,Iris-virginica
+19,6.179366488779033,3.0540000000609013,4.899812177949551,1.6654473468315156,Iris-virginica
+20,6.179366498019315,3.0540002550148144,4.900695386458454,1.6662202563820028,Iris-virginica
+21,5.108947716348005,3.094926388242789,1.5100240318102816,0.261530810881891,Iris-setosa
+22,5.108947717204838,3.0549225258877377,1.5100229019634042,0.2615308111115405,Iris-setosa
+23,6.179366520562766,3.0540036238330086,4.900264786454869,1.666055932314854,Iris-virginica
diff --git a/iris/lct_gan/2/22/test.csv b/iris/lct_gan/2/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/train.csv b/iris/lct_gan/2/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/22/val.csv b/iris/lct_gan/2/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/synth.csv b/iris/lct_gan/2/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f28ac5e9a1eaf4906748d3c95fbb2e28f739bac
--- /dev/null
+++ b/iris/lct_gan/2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771651615,3.0541991466335783,1.5100224415135401,0.2615308085401816,Iris-setosa
+1,6.17936649116242,3.054000075177201,4.922272794314724,1.6794874927536578,Iris-virginica
+2,6.179366489258604,3.0540000054610474,4.917731586192149,1.6706822987811756,Iris-virginica
+3,6.179366503246204,3.054000996929062,4.9028489807956985,1.6691426358834778,Iris-virginica
+4,6.17936648918087,3.0540000048885236,4.9215133600464425,1.67167979745741,Iris-virginica
+5,5.108947716299659,3.068584062885993,1.5100229426146503,0.2615308092112464,Iris-setosa
+6,5.1089477165597375,3.0588768043478693,1.5100228937750824,0.2615308096691454,Iris-setosa
+7,5.108947716461547,3.1406931171424763,1.5100269497222627,0.26153081524485006,Iris-setosa
+8,5.108947717319793,3.057421310308714,1.5100238037123255,0.26153081720856985,Iris-setosa
+9,5.108947716824204,3.0540076274353405,4.899491342388402,0.26153080855784483,Iris-setosa
+10,5.108947716590687,3.074627878410415,1.5100240900670874,0.2615308124256332,Iris-setosa
+11,5.108947716299888,3.0651268157298532,1.5100228218532696,0.2615308090408008,Iris-setosa
+12,6.179366488886018,3.054000000401293,4.901220182580758,1.6656497998209925,Iris-virginica
+13,6.179366488994172,3.0540000002254843,4.901120836915992,1.66557292965562,Iris-virginica
+14,6.1793665343175315,3.054061861447582,4.902028745878025,1.6692704184549394,Iris-setosa
+15,5.108947716593836,3.0541260439850975,1.510022442420624,0.2615308086159238,Iris-setosa
+16,6.179366489603233,3.054000001729093,4.899666762839981,1.6654578926969446,Iris-virginica
+17,5.108947718150222,3.0543144007526974,1.510022925273748,0.2615308126626892,Iris-setosa
+18,5.108947717271926,3.0542312355660775,1.510022716581866,0.26153081128458944,Iris-setosa
+19,5.108947716379667,3.0967148067520545,1.5100242146958547,0.2615308111472797,Iris-setosa
+20,6.179366490751564,3.054000081027593,4.923929949451173,1.6814540756720335,Iris-virginica
+21,6.179366489102362,3.0540000011341792,4.905794705415581,1.6664855733870918,Iris-virginica
+22,5.108947716497906,3.1085462236023242,1.5100253406816966,0.2615308133553893,Iris-setosa
+23,6.179366488853962,3.0540000001078824,4.90026704198584,1.6654854746705414,Iris-virginica
+24,5.108947716368025,3.0911691606384495,1.5100240070249185,0.26153081109623805,Iris-setosa
+25,6.179366496478856,3.054000290248137,4.90059177596022,1.6662969570424209,Iris-virginica
+26,6.179366489291905,3.054000000632571,4.899553763446144,1.665434614459711,Iris-virginica
+27,6.1793664892663225,3.054000004484327,4.917586302013593,1.6701610208327229,Iris-virginica
+28,5.108947716389749,3.1057560891669476,1.5100246924656349,0.26153081176311027,Iris-setosa
+29,6.179366489243265,3.054000001873179,4.9040042492195415,1.6662621178352843,Iris-virginica
+30,5.108947716419542,3.081279306740691,1.5100237154888356,0.2615308105634094,Iris-setosa
+31,6.179366496414712,3.05400174981798,4.899498409162,1.6654299177544287,Iris-setosa
+0,6.179366489091025,3.0540000005633345,4.899649082255549,1.665447617112263,Iris-virginica
+1,5.10894771792923,3.059168029694746,1.5100258800236002,0.2615308364414817,Iris-setosa
+2,5.108947716385159,3.1182214956134136,1.510025097242821,0.26153081238755654,Iris-setosa
+3,6.1793664891826054,3.054000003810295,4.90863612609141,1.6678119229918216,Iris-virginica
+4,6.179366512091019,3.0540048288509953,4.900775035506533,1.6668315638408941,Iris-virginica
+5,5.108947716504649,3.08690243789575,1.5100243250519336,0.2615308122913332,Iris-setosa
+6,6.179366489373847,3.0540003577330945,4.899491315302148,1.6654274753666711,Iris-setosa
+7,5.108947717974922,3.06960330430891,1.5100281380193878,0.2615308416799393,Iris-setosa
+8,6.179366490444149,3.054017719557176,4.899491601713,0.26153081107127024,Iris-setosa
+9,5.108947716401353,3.0540114712822533,4.89949131046707,0.26153080842378373,Iris-setosa
+10,6.179366494014743,3.072209984496855,1.510041985943017,0.26153107113381374,Iris-setosa
+11,6.179366489171366,3.0540000021987157,4.908795214697946,1.6673349367643728,Iris-virginica
+12,5.108947716392014,3.0644204533662336,1.5100229298883965,0.2615308093468356,Iris-setosa
+13,6.179366490809218,3.0540000032599015,4.89949269796851,1.6654276294228605,Iris-versicolor
+14,5.108947716315813,3.0578474422161825,1.5100225581059747,0.26153080865541506,Iris-setosa
+15,6.179366489092991,3.0540000009524806,4.905294617343337,1.6663366986896855,Iris-virginica
+16,5.1089477165739545,3.054063273641843,4.899491389711785,0.26153080866075745,Iris-setosa
+17,6.179366493695705,3.0558200061807206,1.5100287995053208,0.2615309566564253,Iris-setosa
+18,6.179366488846922,3.0540000002149976,4.900103648094014,1.6654880527771712,Iris-virginica
+19,5.108947716303666,3.0759757494619846,1.5100232336251693,0.2615308096867884,Iris-setosa
+20,6.179366490277704,3.0540001116479023,4.964794329939464,1.7172169232056822,Iris-virginica
+21,6.17936649251459,3.054427371136861,1.510024627778638,0.2615308804669679,Iris-setosa
+22,5.108947716996195,3.072656734943637,1.5100257015207754,0.2615308215821838,Iris-setosa
+23,6.179366488913015,3.0540000003099586,4.901448730675863,1.6656486081884194,Iris-virginica
+24,5.108947717423961,3.098812936819702,1.5100310144890015,0.2615308387904155,Iris-setosa
+25,5.1089477163583075,3.0622904905181025,1.510022790881318,0.26153080912110716,Iris-setosa
+26,5.10894771637833,3.0540412263940975,4.8994913186307265,0.2615308084239117,Iris-setosa
+27,5.108947716404962,3.0584240263923568,1.5100226535833343,0.26153080886364816,Iris-setosa
+28,5.108947716279106,3.0652927034277346,1.5100228038367214,0.26153080900202824,Iris-setosa
+29,5.108947717098595,3.0659197462557226,1.5100248003283745,0.26153081759642166,Iris-setosa
+30,6.1793664902712235,3.054000129540997,5.0308589829268096,1.75672220684874,Iris-virginica
+31,5.108947718872066,3.062744060550083,1.5100291287345597,0.26153086461861463,Iris-setosa
+0,6.179366489751957,3.054000073743963,4.899491319043681,1.6654274756180192,Iris-versicolor
+1,6.179366488860147,3.054000000102927,4.900181791435445,1.6654762419873939,Iris-virginica
+2,5.10894771631203,3.089428601578849,1.510023790034766,0.2615308104999365,Iris-setosa
+3,6.179366510776473,3.0540086671213884,4.899990555552288,1.6658778956282727,Iris-virginica
+4,6.1793664891431686,3.054000000507044,4.899686768268211,1.665449156698361,Iris-virginica
+5,6.179366488894646,3.0540000004007384,4.900740933840272,1.6655854849513023,Iris-virginica
+6,6.179366488919586,3.0540000002266083,4.900908322789054,1.6655619999251936,Iris-virginica
+7,6.179366488976247,3.054000000915719,4.904100297474688,1.6662122367840007,Iris-virginica
+8,6.1793664889557,3.0540000001400975,4.900526152164069,1.665504109898643,Iris-virginica
+9,5.108947716711227,3.0731845605345627,1.5100241686850988,0.26153081242058834,Iris-setosa
+10,5.108947716297707,3.0624694659916853,1.5100227140824252,0.2615308089241959,Iris-setosa
+11,6.17936648939446,3.05400001540677,4.945156372690939,1.6831489416899965,Iris-virginica
+12,6.179366492370064,3.0540318440938856,4.899494506872017,0.26153094793214693,Iris-setosa
+13,6.179366489511561,3.054000004922647,4.901449694679873,1.6660094539034722,Iris-virginica
+14,6.1793664890290465,3.054000000239597,4.901383989393823,1.6655980616199024,Iris-virginica
+15,6.179366492035302,3.0540000372873224,4.900769828946869,1.666041790809653,Iris-virginica
+16,6.1793664902290075,3.0540001637914,5.1033735837006065,1.8054761359335454,Iris-virginica
+17,6.1793664896256795,3.0540000044176008,4.900775669544848,1.6657813079584107,Iris-virginica
+18,6.179366491187232,3.054000018710803,4.899492021179095,1.6654275832210363,Iris-versicolor
+19,6.179366491155569,3.0540000508298166,4.918005862822875,1.6744118784113633,Iris-virginica
+20,6.179366489141725,3.0540000003275303,4.899539033517887,1.6654316018249804,Iris-virginica
+21,6.179366489802332,3.054000237947851,4.899491380614256,1.6654274784098828,Iris-versicolor
+22,6.1793664905765535,3.0540000024087997,4.8994936146382715,1.6654277287569803,Iris-versicolor
+23,6.179366494446881,3.054000604087265,4.924339758049613,1.6964251007004834,Iris-virginica
+24,6.179366489157736,3.0540000015193094,4.908436656015481,1.6670741680997394,Iris-virginica
+25,5.108947716348408,3.05581774324884,1.510022503596655,0.26153080860134764,Iris-setosa
+26,5.108947716425498,3.0633778730560124,1.510022901796818,0.26153080927213795,Iris-setosa
+27,6.17936648920481,3.054000002174891,4.910137675777103,1.6676414365911794,Iris-virginica
+28,5.1089477162848,3.055791791676378,1.5100224738258132,0.26153080853230104,Iris-setosa
+29,6.179366489033031,3.0540000010637165,4.902868464502926,1.6660097547301593,Iris-virginica
+30,6.179366489234674,3.054000000741852,4.8998118067015035,1.665468070131248,Iris-virginica
+31,6.179366488927564,3.0540000000647534,4.899984111157148,1.6654539680136455,Iris-virginica
+0,6.179366488893795,3.0540000003160945,4.901000520109068,1.6655981241073303,Iris-virginica
+1,6.179366494117675,3.054000130796517,4.899501027099816,1.6654302019141907,Iris-versicolor
+2,6.179366489170086,3.0540000013761994,4.906614108823614,1.6666528832903813,Iris-virginica
+3,5.108947716894874,3.054000465513227,4.899491318700301,1.665427475370132,Iris-setosa
+4,5.1089477163509365,3.0833859113825794,1.5100236693289475,0.26153081028765324,Iris-setosa
+5,5.108947716269308,3.0654394033951657,1.5100228086771186,0.26153080911689164,Iris-setosa
+6,5.108947716483326,3.138688996248124,1.5100268850702732,0.2615308155808092,Iris-setosa
+7,5.108947716308678,3.0548666984828636,1.5100224432232539,0.26153080848373705,Iris-setosa
+8,5.108947717112635,3.059676331083714,1.5100234211802528,0.2615308115388975,Iris-setosa
+9,5.10894771640828,3.0579618747270194,1.5100227203525318,0.26153080920116606,Iris-setosa
+10,5.108947716486158,3.12698314283694,1.5100262998580443,0.26153081475567197,Iris-setosa
+11,5.108947716343609,3.0570644160672225,1.510022573762575,0.26153080877562473,Iris-setosa
+12,5.108947716336869,3.089221122621806,1.5100238588595583,0.2615308105958086,Iris-setosa
+13,6.179366489344069,3.0540000068342357,4.911661454812904,1.6690847348263604,Iris-virginica
+14,6.1793664889289035,3.0540000001128456,4.90036272856849,1.6654890520152488,Iris-virginica
+15,6.179366489017926,3.0540000004758623,4.902759600251236,1.6658286220674512,Iris-virginica
+16,5.108947716323484,3.0805969698916393,1.5100234742461351,0.26153081001283646,Iris-setosa
+17,5.108947716384419,3.0540840425066453,1.5100224076737678,0.2615308084557481,Iris-setosa
+18,6.179366488948924,3.0540000004006282,4.900453962275334,1.6655390479475594,Iris-virginica
+19,5.108947716313524,3.062491429209596,1.5100227347269923,0.2615308089231511,Iris-setosa
+20,5.108947717695357,3.0614151405719703,1.5100255242178104,0.261530829407865,Iris-setosa
+21,5.108947716288621,3.0671021409418042,1.5100228786189527,0.26153080917140387,Iris-setosa
+22,5.108947716621883,3.078376533235911,1.5100245259616065,0.2615308136774146,Iris-setosa
+23,6.179366489166186,3.054000001380137,4.90744271296888,1.6668102967552494,Iris-virginica
diff --git a/iris/lct_gan/2/23/test.csv b/iris/lct_gan/2/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/train.csv b/iris/lct_gan/2/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/23/val.csv b/iris/lct_gan/2/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/synth.csv b/iris/lct_gan/2/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18971c23ff258fce7fb9fd55ec7663ab0fa4b03b
--- /dev/null
+++ b/iris/lct_gan/2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716348512,3.0880389774720096,1.5100238468918687,0.26153081055989813,Iris-setosa
+1,6.179366489826678,3.054000068475486,4.999256898353366,1.7258700498740627,Iris-virginica
+2,5.108947716523406,3.057509534264962,1.5100227571865021,0.2615308093781459,Iris-setosa
+3,5.108947716316469,3.0612799643511988,1.5100226814982745,0.2615308088501257,Iris-setosa
+4,5.10894771640058,3.0945135876101397,1.5100242816613447,0.26153081159861025,Iris-setosa
+5,5.108947716501799,3.0972139211809337,1.5100248103765486,0.2615308126161604,Iris-setosa
+6,5.108947716486417,3.1091142197054955,1.5100253299195678,0.26153081323508187,Iris-setosa
+7,5.108947717358508,3.054976036026218,1.5100231495011665,0.261530813937815,Iris-setosa
+8,6.1793664890734386,3.0540000007833488,4.904366186312978,1.666142393096025,Iris-virginica
+9,6.179366490608598,3.054003930494033,4.899491484576815,0.2615308104311692,Iris-setosa
+10,6.1793664889410165,3.0540000000871905,4.900156916252925,1.6654678840772574,Iris-virginica
+11,5.108947716483402,3.054631061116832,1.5100225759605883,0.26153080930160105,Iris-setosa
+12,6.179366489493238,3.0540000233875895,4.957427430450349,1.6912580554368655,Iris-virginica
+13,5.10894771631539,3.0840659895257683,1.5100235650399814,0.26153081019954105,Iris-setosa
+14,5.108947716366634,3.098677652734859,1.5100242414726486,0.26153081134376294,Iris-setosa
+15,6.179366489545994,3.054000008744422,4.911146978790285,1.6691612578761739,Iris-virginica
+16,6.179366488953082,3.054000000148288,4.900627486612294,1.6655158447138785,Iris-virginica
+17,5.108947716377842,3.112654048078006,1.5100249333197513,0.2615308120618676,Iris-setosa
+18,5.108947716555396,3.0544326508920006,1.5100224847921235,0.26153080867035966,Iris-setosa
+19,5.108947716369765,3.0610413279715547,1.5100227575942153,0.26153080899888337,Iris-setosa
+20,6.1793664892660995,3.054000001441024,4.900323227561304,1.6655766825972642,Iris-virginica
+21,5.108947716959347,3.088040059332551,1.510026120053538,0.2615308179844579,Iris-setosa
+22,6.179366497180106,3.054295322194372,1.5100262878942556,0.26153096588655517,Iris-setosa
+23,6.179366488891314,3.054000000455524,4.90207759780227,1.6657833794109091,Iris-virginica
+24,5.108947716296456,3.070257387210787,1.5100230074593814,0.2615308093122188,Iris-setosa
+25,5.108947716519128,3.0957715467132325,1.510024686739596,0.2615308122044239,Iris-setosa
+26,5.108947716280471,3.0612179143364417,1.5100226773525025,0.2615308088755355,Iris-setosa
+27,6.1793664889283315,3.0540000001185317,4.900344365298521,1.6654874214349404,Iris-virginica
+28,6.179366488945403,3.0540000001377106,4.900534076226218,1.665505809638247,Iris-virginica
+29,5.1089477169178545,3.054161465585372,1.5100224962582922,0.26153080893839575,Iris-setosa
+30,5.10894771651914,3.105093410947466,1.510025206494261,0.26153081371143344,Iris-setosa
+31,6.179366488907459,3.0540000002547782,4.899900797359791,1.6654670886497704,Iris-virginica
+0,6.179366494704105,3.0589126156221966,1.510029438818456,0.26153089445597066,Iris-setosa
+1,5.108947716389941,3.0573097207003825,1.5100226003635435,0.2615308087733223,Iris-setosa
+2,5.108947716333923,3.0700643926276885,1.5100230503478116,0.26153080938026757,Iris-setosa
+3,6.179366488886312,3.0540000001350416,4.900529014374635,1.665511118775563,Iris-virginica
+4,6.179366488960526,3.054000000318084,4.901942112539799,1.665699155024576,Iris-virginica
+5,6.1793664887648125,3.0540000000837373,4.899885224801307,1.665456784794084,Iris-virginica
+6,6.179366491784273,3.054000024007097,4.89954128612062,1.665440739011442,Iris-virginica
+7,6.179366489141892,3.054000000612562,4.903563852009792,1.6659284710636109,Iris-virginica
+8,5.108947716557146,3.076813228654478,1.5100239376436058,0.26153081161436575,Iris-setosa
+9,6.179366488941716,3.054000000160647,4.900730066566206,1.6655286835225274,Iris-virginica
+10,6.179366518864816,3.054644061856692,1.5101918415193356,0.26166478063755133,Iris-setosa
+11,6.179366488844258,3.0540000001995598,4.900751528601953,1.6655526950972965,Iris-virginica
+12,6.179366488937151,3.0540000004136156,4.90223902206174,1.6657663256831474,Iris-virginica
+13,5.108947716344498,3.062965045054867,1.5100227967720177,0.2615308091117707,Iris-setosa
+14,6.179366489151801,3.0540000026054526,4.90329259695417,1.6663596753028895,Iris-virginica
+15,5.108947716367252,3.0556332306858236,1.5100224914314602,0.2615308085741074,Iris-setosa
+16,6.179366492087195,3.054000416051584,4.899492517077396,1.6654277586834065,Iris-versicolor
+17,5.108947716358875,3.0968119262744063,1.5100241784372088,0.26153081114438215,Iris-setosa
+18,6.1793664888420095,3.054000000133614,4.900410533533182,1.665504904437185,Iris-virginica
+19,5.108947716438443,3.1201599707556293,1.5100256163519465,0.26153081321386806,Iris-setosa
+20,5.108947716314489,3.0751898003174216,1.51002325447068,0.2615308097775398,Iris-setosa
+21,6.179366510227633,3.0540822893570208,4.899682179930102,0.261607985066137,Iris-setosa
+22,6.179366489986647,3.054000059248041,4.899491323754772,1.6654274758070065,Iris-versicolor
+23,6.179366489044881,3.0540000010253454,4.905806611930134,1.666504325681942,Iris-virginica
+24,6.179366492919657,3.0540001674547494,4.9099052775285426,1.6737195445256223,Iris-virginica
+25,5.108947716528102,3.0540009584795524,4.899491304435983,0.26153080842125986,Iris-setosa
+26,6.179366489681285,3.0540000018955524,4.899741742829517,1.6654717628157927,Iris-virginica
+27,6.179366492648298,3.0540050296689842,4.899492860268348,0.2615308852354633,Iris-setosa
+28,6.179366489854311,3.0540000072379136,4.902694449370086,1.6663795083511321,Iris-virginica
+29,5.108947716716133,3.068556871480421,1.5100243919936185,0.2615308154195366,Iris-setosa
+30,6.179366489242884,3.0540000033578245,4.915512723722102,1.669209461108795,Iris-virginica
+31,6.179366492107213,3.0578310537193873,1.5100276177564127,0.26153088500120714,Iris-setosa
+0,6.179366489227082,3.054000002173042,4.910280170147988,1.6676116316556937,Iris-virginica
+1,5.108947716359796,3.077025107499705,1.5100234508519732,0.2615308101837531,Iris-setosa
+2,6.1793664908778965,3.054008911570888,4.899492038048095,0.2615308257544008,Iris-setosa
+3,5.108947716667833,3.0540057980012225,4.899491325291777,0.2615308084689484,Iris-setosa
+4,6.179366511176661,3.054006919461814,4.950327711521904,1.7699713070569363,Iris-virginica
+5,5.108947716381413,3.0623812999922517,1.5100227886231044,0.26153080905308546,Iris-setosa
+6,6.1793664889519055,3.05400000045112,4.902397549814535,1.6657951118301346,Iris-virginica
+7,5.108947716383371,3.1079103632889415,1.5100247454831068,0.2615308119157096,Iris-setosa
+8,6.179366497328331,3.05400086238619,4.937383963830672,1.7116862978189713,Iris-virginica
+9,6.179366488901031,3.0540000004303596,4.901734860276221,1.6657253988266554,Iris-virginica
+10,6.179366489895249,3.05400001451861,4.914907337802622,1.670889127655748,Iris-virginica
+11,6.179366490281827,3.054000018864101,4.904768441169074,1.6676665471825438,Iris-virginica
+12,5.108947716321919,3.0780340277798675,1.510023356304215,0.26153080981873056,Iris-setosa
+13,6.179366489119898,3.0540000011879975,4.906421742634519,1.6665942080671783,Iris-virginica
+14,5.108947716420939,3.0549650625674394,1.5100224878194912,0.26153080860440897,Iris-setosa
+15,6.179366497478365,3.0556242317835247,1.5100364674017088,0.2615314922428075,Iris-setosa
+16,5.108947716605588,3.063206749925868,1.510023317452008,0.26153081078775886,Iris-setosa
+17,5.108947716378264,3.0798931536030887,1.5100235777911404,0.2615308103011166,Iris-setosa
+18,6.1793664987234935,3.054000457850573,4.9082008699758175,1.6732179860443481,Iris-virginica
+19,6.179366503835783,3.0540004991328056,4.900060665640967,1.6658011319069137,Iris-virginica
+20,5.108947716435012,3.054007296860291,4.899491309312034,0.26153080842309095,Iris-setosa
+21,5.108947716371942,3.0605627294501296,1.5100227161636004,0.26153080894243785,Iris-setosa
+22,6.1793664889618665,3.054000000204591,4.899546680603539,1.6654320028240772,Iris-virginica
+23,6.179366489254388,3.054000003708283,4.918098860580842,1.670031881813796,Iris-virginica
+24,6.179366488929485,3.054000000210304,4.901005537014183,1.6655687189996207,Iris-virginica
+25,6.1793664943580415,3.054000326139023,4.910586858262395,1.6763209399637191,Iris-virginica
+26,5.108947716930861,3.069703844893241,1.510024530284142,0.2615308148015256,Iris-setosa
+27,5.108947716475311,3.074053880557097,1.5100235113149563,0.2615308102516545,Iris-setosa
+28,6.179366489025958,3.05400000052465,4.900181416279009,1.665511891335812,Iris-virginica
+29,6.179366488942097,3.0540000002815804,4.901647153889948,1.6656593980326524,Iris-virginica
+30,5.108947716716852,3.0543762218330053,1.5100225948316965,0.26153080965377273,Iris-setosa
+31,6.179366488906729,3.0540000000963143,4.900212936356994,1.6654751918532236,Iris-virginica
+0,5.1089477164255825,3.076739889135187,1.510023561073023,0.2615308105482159,Iris-setosa
+1,5.1089477165252655,3.0734885585169605,1.5100236082059215,0.2615308106124383,Iris-setosa
+2,5.108947716363774,3.0548815882526528,1.5100224683676946,0.2615308085721534,Iris-setosa
+3,5.108947716340608,3.0829108007344623,1.5100235981511458,0.26153081031421704,Iris-setosa
+4,6.179366491561695,3.054000194513035,4.9471455829461455,1.7075386354682027,Iris-virginica
+5,5.108947716406396,3.055193021007689,1.510022495749057,0.26153080859479255,Iris-setosa
+6,6.179366489530297,3.054000007459797,4.905832106738786,1.6674280430573698,Iris-virginica
+7,6.179366488887359,3.0540000002667678,4.900640626907368,1.6655480208133855,Iris-virginica
+8,6.179366544609201,3.054025939620756,4.914421589216736,1.6934561104463148,Iris-virginica
+9,6.179366494963634,3.0540000687505686,4.899526944484648,1.6654376116211407,Iris-versicolor
+10,6.179366491925351,3.0540000522057955,4.899491509605638,1.6654274954376571,Iris-versicolor
+11,6.179366489418735,3.054000009566574,4.941076058930465,1.6788471353572871,Iris-virginica
+12,5.108947716431832,3.1106846304363773,1.5100250319714976,0.2615308124087222,Iris-setosa
+13,6.179366489294313,3.054000004361881,4.918458546442535,1.670280774018227,Iris-virginica
+14,5.108947717008123,3.0540069629066284,4.899491361169933,0.26153080866596273,Iris-setosa
+15,5.108947716367881,3.0993938798313168,1.5100242544664602,0.26153081134527784,Iris-setosa
+16,6.179366490324664,3.0540001060825843,5.018804199750278,1.741106392111517,Iris-virginica
+17,5.108947717400339,3.077310213170416,1.510027108785881,0.2615308252517112,Iris-setosa
+18,6.179366492004783,3.0540009120774685,5.217216434390077,2.0097613721604115,Iris-virginica
+19,6.179366489332628,3.0540000019506235,4.90065678457603,1.6656587454513232,Iris-virginica
+20,6.179366491026212,3.0540004287731675,5.1273230749698895,1.8857675811449899,Iris-virginica
+21,5.108947716715479,3.0586149731680017,1.510023156185963,0.26153081101365977,Iris-setosa
+22,6.1793664902251315,3.05400004993727,4.899491337855248,1.6654274765276462,Iris-versicolor
+23,5.108947716290388,3.0765606158279732,1.5100232656312949,0.2615308097029213,Iris-setosa
diff --git a/iris/lct_gan/2/24/test.csv b/iris/lct_gan/2/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/train.csv b/iris/lct_gan/2/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/24/val.csv b/iris/lct_gan/2/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/synth.csv b/iris/lct_gan/2/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cab45b927b202b887bf3ef0e520d821d98a5f49
--- /dev/null
+++ b/iris/lct_gan/2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716360775,3.0913822646263434,1.5100239295378517,0.26153081081682134,Iris-setosa
+1,6.179366489038856,3.0540000010628363,4.904927679466888,1.6663502535802976,Iris-virginica
+2,6.179366489094964,3.0540000013377333,4.902525725608941,1.6659751483947915,Iris-virginica
+3,6.1793664891864255,3.0540000023577623,4.905229088130186,1.666661452135414,Iris-virginica
+4,6.179366513336384,3.0540035646443915,4.903824628285159,1.6710788761405764,Iris-virginica
+5,6.179366489341073,3.0540000107656757,4.946035531840715,1.6815500857250882,Iris-virginica
+6,5.108947716402243,3.064764964772031,1.5100229155865519,0.2615308092370415,Iris-setosa
+7,5.108947716380534,3.0748047674386676,1.5100233767435376,0.2615308100010284,Iris-setosa
+8,5.108947716583715,3.0541284008075205,1.5100224482459157,0.2615308087088814,Iris-setosa
+9,6.179366488881186,3.0540000002234415,4.900514925709105,1.6655265598229945,Iris-virginica
+10,6.17936648918635,3.0540000004749075,4.899710371832123,1.6654493448408947,Iris-virginica
+11,5.108947717688691,3.054350838332916,1.5100229335819957,0.2615308131948766,Iris-setosa
+12,6.179366497041531,3.0540006711628664,4.899518141914487,1.6654384973378948,Iris-versicolor
+13,6.179366489080368,3.054000000614371,4.903769942895743,1.665997696988869,Iris-virginica
+14,5.108947716319857,3.0543613308054725,1.51002242943944,0.2615308085013843,Iris-setosa
+15,6.17936649088966,3.054023083892413,4.899491649437371,0.26153081150030666,Iris-setosa
+16,6.179366488913443,3.0540000004308787,4.900038668937682,1.665499705854059,Iris-virginica
+17,5.108947716351614,3.0780838030242412,1.5100234735151772,0.2615308100615934,Iris-setosa
+18,6.1793664896602545,3.0540031130817007,4.899491392534286,0.26153080913610716,Iris-setosa
+19,5.108947716296197,3.065600103153174,1.5100228058709115,0.2615308090005266,Iris-setosa
+20,5.10894771639878,3.1214793318840925,1.5100253754424182,0.26153081277461787,Iris-setosa
+21,5.108947716499396,3.0582296549324313,1.5100227836826103,0.26153080932152173,Iris-setosa
+22,6.179366488936708,3.0540000001167487,4.900358552846278,1.6654882291133026,Iris-virginica
+23,5.108947716712322,3.0542448745100805,1.5100224631237162,0.2615308086065797,Iris-setosa
+24,6.179366503993114,3.054004171100341,4.906680553772177,1.6778166243549808,Iris-virginica
+25,6.179366491706299,3.054000173903018,4.932531118010567,1.6932621882142351,Iris-virginica
+26,6.179366488764738,3.054000000076596,4.899865195116642,1.6654544087042231,Iris-virginica
+27,6.179366490411499,3.0540000124227142,4.900959678036097,1.665948374360824,Iris-virginica
+28,5.108947716591206,3.0540075004873715,4.89949133665803,0.2615308085520528,Iris-setosa
+29,6.179366505439903,3.054001677387094,4.902615125304507,1.6690705688002923,Iris-virginica
+30,5.10894771640068,3.0552142764682477,1.5100224924203867,0.26153080858321454,Iris-setosa
+31,6.179366489149814,3.054000001294004,4.905870305373233,1.6665012418642908,Iris-virginica
+0,5.108947716521457,3.0977663816379377,1.5100248437431685,0.2615308129860707,Iris-setosa
+1,5.108947716628023,3.0541685001189136,1.510022480315261,0.26153080883291047,Iris-setosa
+2,6.179366493556819,3.054176004595689,1.5100254488052927,0.26153102776970605,Iris-setosa
+3,5.108947716610704,3.0592035379032296,1.510022958543047,0.2615308098856286,Iris-setosa
+4,6.179366493452336,3.054000088228831,4.899526266147192,1.6654390359773246,Iris-versicolor
+5,5.108947716367982,3.0902609612527088,1.5100238894409757,0.26153081077644835,Iris-setosa
+6,6.179366488836094,3.0540000001776946,4.900261669368522,1.665499065698845,Iris-virginica
+7,6.179366491257507,3.0540000094094237,4.900223866262985,1.6656193155657268,Iris-virginica
+8,6.179366528124694,3.0540907877529215,4.9005817926659105,0.26220250516374694,Iris-setosa
+9,6.1793664889301425,3.054000000074333,4.900077066655665,1.6654611985501548,Iris-virginica
+10,5.108947716469001,3.05997767150467,1.5100228368541657,0.2615308093081686,Iris-setosa
+11,5.108947716508986,3.111221548807568,1.5100253428011552,0.26153081314848525,Iris-setosa
+12,5.108947717171311,3.0567459962961903,1.5100236265947007,0.26153081602094963,Iris-setosa
+13,5.108947716323851,3.0574031786802207,1.5100225446185813,0.2615308086628277,Iris-setosa
+14,6.1793664895294524,3.054000015093512,4.960724265536841,1.6868811803813606,Iris-virginica
+15,6.17936649056177,3.054000006167767,4.899534210059679,1.6654357669125839,Iris-virginica
+16,6.179366489656006,3.0540000017453957,4.899652751230772,1.6654554348400605,Iris-virginica
+17,6.17936649057918,3.0540000196336017,4.904403948771274,1.667393361681012,Iris-virginica
+18,5.108947717355121,3.054504083018308,1.5100227784341496,0.2615308106733569,Iris-setosa
+19,5.108947716443358,3.088520163926203,1.5100240090453556,0.2615308109501965,Iris-setosa
+20,5.108947716319247,3.063984303381855,1.5100227978916099,0.26153080902412273,Iris-setosa
+21,6.179366489573197,3.0540000259826785,4.984099905327957,1.699796235621433,Iris-virginica
+22,5.108947716481349,3.129549689540605,1.5100263520477373,0.26153081453417465,Iris-setosa
+23,6.179366489912996,3.0540000007160986,4.899492519029682,1.6654275633853897,Iris-versicolor
+24,6.179366492913284,3.05400007154656,4.899493875352399,1.6654279866190553,Iris-versicolor
+25,6.179366493548956,3.0540225785547075,4.899492880490823,0.2615308436461544,Iris-setosa
+26,6.179366515115681,3.0540067123838006,4.926896053580913,1.717288646079108,Iris-virginica
+27,6.179366489333326,3.054000009627712,4.9259519714090345,1.6744999912158565,Iris-virginica
+28,5.108947716336186,3.0542172243803454,1.510022409112226,0.2615308084357337,Iris-setosa
+29,5.108947716284577,3.0877102560784,1.5100236153973776,0.26153081019335783,Iris-setosa
+30,5.108947716493985,3.0560017806867195,1.5100225988444649,0.2615308088922852,Iris-setosa
+31,6.179366497765405,3.0540002811502305,4.9000346068030085,1.6657542075063314,Iris-virginica
+0,5.108947716818989,3.0608385572007517,1.5100233373375107,0.26153081101241565,Iris-setosa
+1,5.108947716638835,3.0549679334421573,1.5100225672257481,0.2615308088911426,Iris-setosa
+2,5.108947716347494,3.079028169072277,1.5100234173048142,0.2615308100806841,Iris-setosa
+3,6.179366490046064,3.0540000158176523,4.899491323158816,1.6654274758431782,Iris-versicolor
+4,5.108947716733255,3.054009765316086,4.899491345785992,0.26153080856946986,Iris-setosa
+5,6.179366494644241,3.05400020017202,4.899493802397596,1.6654280597323052,Iris-versicolor
+6,6.179366504028512,3.05400569798429,4.89952535565757,1.6654440725262998,Iris-setosa
+7,6.179366492117104,3.0549987498653746,1.5100246530977164,0.2615308462826414,Iris-setosa
+8,6.179366489116309,3.0540000010229895,4.901747930513433,1.6657803844240497,Iris-virginica
+9,5.108947716419945,3.054153493844355,1.5100224208857016,0.26153080849645816,Iris-setosa
+10,6.1793664894518745,3.0540000017917555,4.900778755706073,1.6656507731107926,Iris-virginica
+11,6.1793664912116,3.054095228391991,1.5100229319391902,0.26153082049354903,Iris-setosa
+12,6.179366489235878,3.054000005234277,4.924056334226575,1.6724681715757344,Iris-virginica
+13,6.179366489064739,3.0540000014074544,4.903961772072266,1.666258959639369,Iris-virginica
+14,6.179366489394949,3.0540000095154194,4.944384747377427,1.6800707488504212,Iris-virginica
+15,6.179366489078916,3.054000000506437,4.903334206048372,1.6658986412504055,Iris-virginica
+16,6.179366489014846,3.0540000002308263,4.901258413654829,1.6655852016486237,Iris-virginica
+17,6.1793664898183165,3.0540000085779404,4.909062127143169,1.6681659362043197,Iris-virginica
+18,5.108947716386283,3.0982121886765692,1.5100242708730103,0.2615308113782461,Iris-setosa
+19,5.108947716382544,3.075908078441156,1.510023458684068,0.2615308103663979,Iris-setosa
+20,6.17936649205595,3.054000002807939,4.89949253542039,1.6654275797649856,Iris-versicolor
+21,6.179366488917916,3.0540000002760155,4.899668030733406,1.6654461147710553,Iris-virginica
+22,6.179366513036297,3.054027805907541,4.899515760889133,0.2615345676154887,Iris-setosa
+23,6.179366489274797,3.0540000016550435,4.901108547183953,1.6657245594585137,Iris-virginica
+24,5.1089477165589035,3.069301706704588,1.5100235935105417,0.2615308112550133,Iris-setosa
+25,6.179366489241047,3.054000005727037,4.924534544312832,1.6727428893000944,Iris-virginica
+26,6.179366489200981,3.0540000019570894,4.9036908242159765,1.6662608827686602,Iris-virginica
+27,5.108947716560803,3.060702500760857,1.5100231237416928,0.2615308103546174,Iris-setosa
+28,6.179366501628251,3.0540022297166467,4.980708887460122,1.7906028028551275,Iris-virginica
+29,6.179366489519818,3.054000031838042,4.974111346419222,1.700776453662672,Iris-virginica
+30,5.108947716416252,3.105461192014372,1.5100248812170771,0.26153081279541895,Iris-setosa
+31,6.179366489423056,3.054000002570103,4.900392642591955,1.6656366154452695,Iris-virginica
+0,6.1793664892050515,3.054000002076115,4.909357349609239,1.6674199639159732,Iris-virginica
+1,6.179366491068374,3.054000006214874,4.899494589293975,1.6654279394548794,Iris-versicolor
+2,5.108947716466706,3.054046497782099,4.899491332994813,0.2615308084446614,Iris-setosa
+3,6.179366504103361,3.054001052497147,4.908192436455235,1.6746288023382823,Iris-virginica
+4,6.179366496524093,3.0540005252276887,4.899493497346923,1.6654279691869982,Iris-versicolor
+5,6.179366499202759,3.0635867413666973,1.5100453533580622,0.2615312386394842,Iris-setosa
+6,5.108947716420999,3.0542450793713214,1.5100224295251117,0.26153080849104904,Iris-setosa
+7,5.108947716328576,3.0642577975657286,1.5100228615732143,0.2615308092610654,Iris-setosa
+8,6.179366488980799,3.0540000002418757,4.901237880936144,1.6655908371785617,Iris-virginica
+9,6.179366490695702,3.054000002411015,4.8994921661933315,1.6654275551984292,Iris-versicolor
+10,6.179366489032211,3.0540000003006904,4.901731926444437,1.6656512672241066,Iris-virginica
+11,6.17936650140728,3.054006298207728,4.899519073897192,1.665440929025062,Iris-setosa
+12,6.179366489237224,3.0540000027064997,4.911643006437776,1.668088785501876,Iris-virginica
+13,5.10894771628534,3.064413774648293,1.5100227770549262,0.2615308089847185,Iris-setosa
+14,5.108947716732375,3.104297847411306,1.510026525093981,0.26153081711143455,Iris-setosa
+15,6.179366488999614,3.054000000208811,4.901247429715369,1.665582054030837,Iris-virginica
+16,5.108947716429256,3.121070504513074,1.5100256496927609,0.261530813451863,Iris-setosa
+17,6.179366493705469,3.054000018546719,4.899509669030631,1.6654309961398892,Iris-versicolor
+18,5.108947716894615,3.0540547300678007,4.899491597716181,0.2615308102618878,Iris-setosa
+19,6.1793664896091505,3.0540000175616906,4.925618207542851,1.6761074809729588,Iris-virginica
+20,5.108947716587629,3.054006858546158,4.899491336038002,0.26153080853835126,Iris-setosa
+21,5.108947716356753,3.0545734593882243,1.5100224510411768,0.2615308085502761,Iris-setosa
+22,5.108947716525934,3.0673362293214046,1.5100231978402763,0.2615308097698145,Iris-setosa
+23,5.108947716360322,3.0955812229733457,1.5100241954987006,0.2615308110560132,Iris-setosa
diff --git a/iris/lct_gan/2/25/test.csv b/iris/lct_gan/2/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/train.csv b/iris/lct_gan/2/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/25/val.csv b/iris/lct_gan/2/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/synth.csv b/iris/lct_gan/2/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502ee844ff2a24b96a7b0912e4472c9d66fb3df8
--- /dev/null
+++ b/iris/lct_gan/2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490092904,3.0540000019553246,4.899497945218735,1.6654282698173368,Iris-versicolor
+1,6.179366489387024,3.054000005234596,4.909818031355008,1.6681660014573547,Iris-virginica
+2,5.108947716449999,3.1332251046613244,1.5100262700295901,0.2615308139216351,Iris-setosa
+3,6.179366493923952,3.054000093145748,4.901230814765259,1.6664146339579176,Iris-virginica
+4,5.108947716331961,3.0876355175459986,1.5100236901132449,0.26153081037847914,Iris-setosa
+5,5.108947716576053,3.156114259962905,1.5100291579184746,0.2615308195947396,Iris-setosa
+6,5.108947716565149,3.0810854894928057,1.5100240455360516,0.2615308112869207,Iris-setosa
+7,6.179366489009496,3.0540000004946157,4.899828689254084,1.6654698807245432,Iris-virginica
+8,6.179366489266636,3.054000005653367,4.923888653418885,1.6725291929514192,Iris-virginica
+9,6.179366490346996,3.0540000018330216,4.899492343627678,1.6654275736211157,Iris-versicolor
+10,5.108947716483192,3.0980922856863873,1.510024828813138,0.26153081268561956,Iris-setosa
+11,6.17936648921879,3.0540000023321254,4.902446745676963,1.6660997739938324,Iris-virginica
+12,6.179366492815429,3.0540004859160352,4.899491882705256,1.6654275416990496,Iris-versicolor
+13,6.179366489130583,3.0540000016228896,4.907620394560918,1.6669682722118815,Iris-virginica
+14,5.1089477164275845,3.0601735293154064,1.5100227644379463,0.26153080911773163,Iris-setosa
+15,6.179366489172322,3.054000000853531,4.899816367448833,1.6654766329448356,Iris-virginica
+16,5.108947716566061,3.0552680520408897,1.5100227055186972,0.2615308097156833,Iris-setosa
+17,6.179366491193139,3.0540002212874677,4.973655309402279,1.735379289836406,Iris-virginica
+18,6.179366489375699,3.0540000005223398,4.899537391158102,1.66543180055321,Iris-virginica
+19,6.179366580226629,3.0543344270458106,4.907956964650003,0.2702252160699486,Iris-setosa
+20,5.108947716357208,3.1002616897568456,1.510024223704804,0.26153081132697,Iris-setosa
+21,5.108947716629408,3.0540117331043333,4.899491331771226,0.2615308084913193,Iris-setosa
+22,6.179366496192842,3.0553924196175744,1.51002864722357,0.2615309678435438,Iris-setosa
+23,6.179366489100106,3.054000001655874,4.908537858262467,1.667229575951402,Iris-virginica
+24,5.108947717792165,3.0557384144562176,1.5100240615947265,0.26153082361759394,Iris-setosa
+25,6.179366488964365,3.0540000004534065,4.902026362738171,1.6657404737306412,Iris-virginica
+26,5.108947716387863,3.1154715928669208,1.510025115496971,0.2615308124485212,Iris-setosa
+27,5.10894771642901,3.056044617413681,1.5100225525872932,0.26153080868588674,Iris-setosa
+28,6.179366494838868,3.054000026096763,4.899520897383301,1.665433521321624,Iris-versicolor
+29,6.179366488807506,3.0540000001395926,4.900294995170823,1.6654986033581516,Iris-virginica
+30,5.108947716358373,3.054190348706093,1.510022411375997,0.2615308084463121,Iris-setosa
+31,5.108947716385252,3.073194731955546,1.5100233496661786,0.26153081001961914,Iris-setosa
+0,6.179366489248603,3.0540000019075975,4.901688173012915,1.6658656235715454,Iris-virginica
+1,6.179366489009724,3.0540000009568287,4.902885857613174,1.665993162157831,Iris-virginica
+2,5.108947716413657,3.062801177795943,1.5100229426927172,0.2615308095019912,Iris-setosa
+3,6.179366488891434,3.0540000001768606,4.900673400210108,1.665532284400385,Iris-virginica
+4,5.108947716741602,3.05426714841576,1.5100224777345277,0.2615308086975195,Iris-setosa
+5,6.1793664889711994,3.0540000002963885,4.9017238392070706,1.6656664653696642,Iris-virginica
+6,6.179366507970564,3.0545134662869824,1.5100609178683284,0.2615405986225156,Iris-setosa
+7,6.179366489707667,3.0540000083543535,4.903438077333826,1.6667730263627698,Iris-virginica
+8,6.179366489086218,3.0540000006553782,4.903803517515823,1.6660053642714612,Iris-virginica
+9,6.179366494161664,3.054047967838845,4.899497579277928,0.2615312105305236,Iris-setosa
+10,5.1089477169852815,3.0674125133688652,1.5100244086620251,0.2615308148457934,Iris-setosa
+11,5.108947716779825,3.0540949880435204,1.5100225505012168,0.26153081027186764,Iris-setosa
+12,5.1089477162872186,3.064734100353326,1.5100228306288686,0.26153080912446025,Iris-setosa
+13,5.108947717506728,3.0588785341977975,1.510024301212375,0.26153081826292546,Iris-setosa
+14,5.1089477163928825,3.054742189183655,1.51002250244213,0.26153080876764556,Iris-setosa
+15,6.179366491122191,3.054000010813667,4.899491412642717,1.66542748434747,Iris-versicolor
+16,6.179366494325803,3.0540000239771703,4.899493822881712,1.6654278432895682,Iris-versicolor
+17,6.179366493849495,3.054000654714482,4.89949342825986,1.6654279923531898,Iris-versicolor
+18,6.179366505189655,3.0540010471207855,4.89964813515532,1.6655128678755193,Iris-virginica
+19,6.179366491258119,3.054000852808179,4.899492126476337,1.665427593133452,Iris-setosa
+20,6.179366500609847,3.0562898564429464,1.5100393308020947,0.2615314979264389,Iris-setosa
+21,6.179366489008052,3.054000000506654,4.902798774810277,1.6658444685121074,Iris-virginica
+22,6.179366493699675,3.0540000132177316,4.899496843964642,1.6654283027838301,Iris-versicolor
+23,5.108947716414674,3.08584772046258,1.5100238332956268,0.261530810652666,Iris-setosa
+24,5.108947716557369,3.0562429993644415,1.5100226261115148,0.26153080893303376,Iris-setosa
+25,5.108947716424677,3.069931933937563,1.5100232339905484,0.26153080994066885,Iris-setosa
+26,6.179366489558041,3.0540000093544513,4.907567079452489,1.6681748122484064,Iris-virginica
+27,6.179366489052476,3.054000000388489,4.902401708339839,1.6657474702324249,Iris-virginica
+28,6.179366488909883,3.054000000139194,4.900565761726743,1.6655126799735425,Iris-virginica
+29,6.179366489873246,3.054000001022467,4.899535610670372,1.6654322925182397,Iris-virginica
+30,6.179366489802185,3.054000047246126,4.993301458632979,1.7118849182695715,Iris-virginica
+31,6.179366488899703,3.0540000002451273,4.899942221440655,1.6654707984727952,Iris-virginica
+0,6.179366488887175,3.054000000169952,4.90077400173779,1.6655418275994032,Iris-virginica
+1,5.108947716340601,3.0978785924708774,1.51002415025131,0.2615308110543646,Iris-setosa
+2,5.108947716856322,3.0556091104883345,1.5100229484618155,0.261530811101796,Iris-setosa
+3,6.179366489069261,3.05400000058861,4.9034016976633605,1.6659279263537055,Iris-virginica
+4,6.179366489117161,3.0540000016814273,4.9041490452403815,1.6663394631752968,Iris-virginica
+5,6.179366489313796,3.054000002157094,4.901904135120137,1.6659257092798831,Iris-virginica
+6,5.108947716400356,3.0662774066138585,1.5100229616924783,0.26153080926287314,Iris-setosa
+7,5.108947716316088,3.05429357501274,1.5100224143473995,0.26153080845001225,Iris-setosa
+8,6.179366488924,3.0540000001475414,4.900597457095951,1.6655151518719367,Iris-virginica
+9,6.17936649121046,3.0550646221119386,1.5100239527863824,0.2615308298118056,Iris-setosa
+10,6.179366488837891,3.0540000002236516,4.900305769376389,1.6655117739695622,Iris-virginica
+11,5.1089477163430566,3.0938190910993777,1.5100239723356124,0.2615308107967757,Iris-setosa
+12,6.179366488990068,3.054000000799509,4.904359223128128,1.6661992860447306,Iris-virginica
+13,5.10894771639357,3.105429215951763,1.5100246347005357,0.2615308118024599,Iris-setosa
+14,6.179366489396088,3.054000011066855,4.942005895808147,1.6802713888824548,Iris-virginica
+15,6.1793664897515646,3.0540000041668938,4.900054084891926,1.6655738728551048,Iris-virginica
+16,6.179366494594949,3.054000123042234,4.899493825408424,1.6654280258232492,Iris-versicolor
+17,6.179366489201867,3.0540000008143795,4.900050526988218,1.665502945444214,Iris-virginica
+18,6.179366490094403,3.0540000485342595,4.922344786829842,1.679354510330969,Iris-virginica
+19,5.108947716830845,3.0642572324867854,1.5100235867626817,0.26153081156238017,Iris-setosa
+20,6.179366488838502,3.054000000168858,4.900155360665471,1.6654868499865843,Iris-virginica
+21,5.108947716561678,3.064741712819948,1.5100231776517579,0.26153080991550715,Iris-setosa
+22,6.179366489678564,3.054000002155917,4.899843641600178,1.6654934055906885,Iris-virginica
+23,6.179366489014931,3.0540000005504297,4.903004464695575,1.6658815031525087,Iris-virginica
+24,5.108947716294657,3.0557972828833333,1.510022474624486,0.2615308085266295,Iris-setosa
+25,6.179366497976894,3.0540003675545226,4.900002825888949,1.6657295917419859,Iris-virginica
+26,6.179366488804178,3.054000000110612,4.900093179133585,1.6654755662807461,Iris-virginica
+27,6.179366491747062,3.054073190759693,1.5100232450768474,0.2615308397734248,Iris-setosa
+28,6.1793664910383805,3.054000020037116,4.899966011361414,1.665608414867803,Iris-virginica
+29,5.108947716729178,3.0555783301875072,1.5100226226662194,0.26153080894726505,Iris-setosa
+30,6.179366489045958,3.054000000692129,4.900013934554856,1.6655026849928423,Iris-virginica
+31,6.179366489586073,3.054000009603393,4.912818602780749,1.6697189747506993,Iris-virginica
+0,5.108947716539187,3.0576988224292636,1.5100227687188224,0.26153080931813105,Iris-setosa
+1,5.108947716328807,3.0978526600161143,1.5100241434266333,0.261530810881494,Iris-setosa
+2,5.1089477164470285,3.055587570274676,1.5100225893893688,0.26153080896264397,Iris-setosa
+3,6.179366489109074,3.0540000021522813,4.9088470852660055,1.667447740501649,Iris-virginica
+4,6.179366489874886,3.0540000055730703,4.900872131014363,1.665815080176467,Iris-virginica
+5,5.108947716482956,3.1206173530580887,1.5100260983076326,0.261530814475048,Iris-setosa
+6,5.108947716439301,3.062729151159497,1.5100228663603001,0.26153080912305626,Iris-setosa
+7,6.179366490038815,3.054000087968199,5.023253146455269,1.7400635833591012,Iris-virginica
+8,6.17936649579639,3.0540001270754265,4.900349178381179,1.6658759933493654,Iris-virginica
+9,5.108947716300073,3.0680926293449753,1.5100229211348024,0.26153080922103605,Iris-setosa
+10,6.179366489389981,3.0540000063039963,4.927412448622259,1.6732365146436379,Iris-virginica
+11,5.108947716305085,3.0565840442282584,1.5100225040637436,0.2615308085673135,Iris-setosa
+12,6.1793664889990225,3.0540000004579797,4.899747787738502,1.6654593916496463,Iris-virginica
+13,5.1089477170012225,3.0540017946889577,4.899491354242265,0.2615308087285476,Iris-setosa
+14,5.108947716596901,3.0540993189633463,1.510022435448084,0.2615308085890296,Iris-setosa
+15,6.179366488860425,3.054000000164694,4.9002235170973325,1.665490344777281,Iris-virginica
+16,6.17936648900876,3.054000000937435,4.903331703116414,1.666056098914009,Iris-virginica
+17,5.108947716351999,3.060425320684558,1.5100226748027759,0.26153080883222307,Iris-setosa
+18,6.179366500543699,3.054004893587047,4.8995031386540004,1.6654321384865867,Iris-setosa
+19,5.108947716559915,3.0582169768792116,1.510022839341854,0.26153080947150714,Iris-setosa
+20,5.108947716318044,3.0590074076149683,1.5100225974316341,0.26153080871904943,Iris-setosa
+21,6.179366504249949,3.0577508422927737,1.5100558342371266,0.2615325250549905,Iris-setosa
+22,5.108947716335737,3.0724763105496864,1.5100232129827027,0.2615308096969027,Iris-setosa
+23,5.1089477164350345,3.0753722515899757,1.510023477092351,0.26153081024442437,Iris-setosa
diff --git a/iris/lct_gan/2/26/test.csv b/iris/lct_gan/2/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/train.csv b/iris/lct_gan/2/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/26/val.csv b/iris/lct_gan/2/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/synth.csv b/iris/lct_gan/2/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bba08cc6581a65a6782ac79515370df38c456ece
--- /dev/null
+++ b/iris/lct_gan/2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716392402,3.0868032126091305,1.5100239113605185,0.26153081071484774,Iris-setosa
+1,6.179366496087804,3.0540000345429332,4.899564711318507,1.6654449909436504,Iris-versicolor
+2,5.108947716373984,3.10128018740064,1.5100244311042812,0.26153081144093615,Iris-setosa
+3,6.179366489110716,3.054000001935488,4.904595668122083,1.6664811604466838,Iris-virginica
+4,5.108947716362169,3.06284001530145,1.510022810028411,0.2615308091036618,Iris-setosa
+5,6.179366502506559,3.069709783856838,1.510079114106451,0.26153259825931413,Iris-setosa
+6,5.108947716503245,3.1199383116979185,1.510025926870537,0.26153081399916606,Iris-setosa
+7,5.108947716370344,3.0601252790597204,1.5100227707059775,0.2615308091469732,Iris-setosa
+8,5.108947716376008,3.1105997752199843,1.5100248535712952,0.26153081215658947,Iris-setosa
+9,5.108947716306676,3.064523818540327,1.5100227959040298,0.26153080899056114,Iris-setosa
+10,5.108947716368638,3.068006194805381,1.5100230130549421,0.26153080942828094,Iris-setosa
+11,5.108947716418645,3.055459360744768,1.5100225191769139,0.26153080864239586,Iris-setosa
+12,5.108947716385019,3.0932449676729616,1.5100241497876097,0.2615308113693911,Iris-setosa
+13,5.108947716397348,3.0943866171083854,1.510024198837623,0.26153081125865935,Iris-setosa
+14,6.179366489519687,3.0540000014299244,4.899763715838198,1.6654720649743044,Iris-virginica
+15,5.108947716359461,3.0682074514543998,1.5100230609885141,0.26153080955930985,Iris-setosa
+16,5.108947716257998,3.0567287883544316,1.5100224871308172,0.26153080854777566,Iris-setosa
+17,5.108947716350715,3.08246354155564,1.5100235872798937,0.2615308102776782,Iris-setosa
+18,5.108947716583581,3.0881251495960256,1.510024822611796,0.2615308132437615,Iris-setosa
+19,6.179366488927353,3.0540000007728634,4.903524999892797,1.6660920391641534,Iris-virginica
+20,6.179366512248891,3.054075516289461,4.89959477728668,0.26156582111418925,Iris-setosa
+21,5.108947716259156,3.0626039040680246,1.510022690438159,0.26153080883877367,Iris-setosa
+22,5.108947716501784,3.0540054107990287,4.899491314687971,0.26153080844235455,Iris-setosa
+23,6.179366489011891,3.0540000002870062,4.901823715924116,1.6656631401157835,Iris-virginica
+24,5.108947716264658,3.066161604873274,1.5100228035930685,0.2615308090415342,Iris-setosa
+25,6.1793664989679735,3.0551783134597597,1.5100324601882236,0.2615312397862101,Iris-setosa
+26,6.179366490940386,3.054000006108807,4.899491913270552,1.6654275440383552,Iris-versicolor
+27,6.17936648925733,3.0540000011018114,4.899829328495442,1.6654828868842864,Iris-virginica
+28,6.179366504487275,3.054004843101621,4.899753828787953,1.6656354171344565,Iris-virginica
+29,6.179366490095251,3.0540000008725112,4.899511495492306,1.6654292578859,Iris-versicolor
+30,6.179366489418555,3.054000002525007,4.901029023790563,1.6657617534080824,Iris-virginica
+31,6.179366489065003,3.0540000006356225,4.903652193313768,1.6659908919639599,Iris-virginica
+0,6.179366489213378,3.0540000041903417,4.917608404731915,1.670149909464356,Iris-virginica
+1,6.179366491870636,3.0540001273299353,4.8994922633558105,1.6654276663107115,Iris-versicolor
+2,6.179366490260726,3.054000003107767,4.899547435056859,1.6654374964716778,Iris-virginica
+3,6.179366488992144,3.0540000001942658,4.901005273588802,1.6655551058528322,Iris-virginica
+4,5.108947716332863,3.0560337708360543,1.5100225079410576,0.2615308086149601,Iris-setosa
+5,5.108947716504361,3.1101808054063906,1.5100254576183996,0.261530813579868,Iris-setosa
+6,6.179366489260093,3.054000008702029,4.927280676524227,1.674874261417409,Iris-virginica
+7,6.179366489264356,3.0540000073637676,4.9252661320951345,1.6735119191561914,Iris-virginica
+8,5.108947716294437,3.054686270114444,1.5100224321416373,0.26153080846500504,Iris-setosa
+9,5.108947716987335,3.062524398587613,1.5100235672215534,0.2615308116127923,Iris-setosa
+10,5.1089477163280534,3.09647782777632,1.5100240423250568,0.26153081089439273,Iris-setosa
+11,5.108947716385898,3.0933461216335822,1.51002419346246,0.26153081110488585,Iris-setosa
+12,6.179366489764656,3.0540000087241985,4.907387073151006,1.6678633460538888,Iris-virginica
+13,6.17936648927733,3.054000004019702,4.914178936138578,1.6690291518833116,Iris-virginica
+14,6.179366497178066,3.054186594467893,1.5100296837458538,0.26153165211012536,Iris-setosa
+15,6.179366490378221,3.0540001429647052,4.992198342572002,1.741447084732582,Iris-virginica
+16,5.108947716428368,3.1166187192213353,1.5100254397667368,0.26153081335812,Iris-setosa
+17,6.179366489194235,3.0540000018386735,4.909216699997699,1.6673109018285075,Iris-virginica
+18,6.17936649101847,3.0540000026942415,4.899492197068168,1.6654275585173184,Iris-versicolor
+19,6.179366490752424,3.0540331254168045,4.89949163900872,0.26153081085775887,Iris-setosa
+20,5.1089477164131285,3.114672284676565,1.5100251889488645,0.2615308128544843,Iris-setosa
+21,5.108947716293081,3.060464307911836,1.510022638460012,0.2615308087867103,Iris-setosa
+22,6.179366488837155,3.0540000001488212,4.9003011110170585,1.6654969736317404,Iris-virginica
+23,6.179366489001032,3.0540000002854266,4.9015070416818185,1.6656259015341583,Iris-virginica
+24,5.108947716463737,3.104754083456763,1.5100249569168571,0.2615308123876552,Iris-setosa
+25,5.108947716480258,3.1265461999711377,1.5100263850052686,0.2615308146737211,Iris-setosa
+26,6.179366494931614,3.054001275703263,4.89949738315469,1.6654295455793386,Iris-setosa
+27,6.179366489023288,3.054000000428016,4.89972096634953,1.6654543772024284,Iris-virginica
+28,6.179366488903579,3.054000000449026,4.90167793792068,1.665719858436152,Iris-virginica
+29,5.108947716504002,3.0548849003437466,1.5100225067757054,0.26153080869618106,Iris-setosa
+30,6.179366490079617,3.054000078308325,4.990706813994277,1.7220602383746846,Iris-virginica
+31,5.108947716538216,3.087457957184642,1.5100246286824335,0.26153081298990033,Iris-setosa
+0,5.108947716382341,3.061274142106187,1.5100227133372388,0.26153080887141733,Iris-setosa
+1,6.179366489334979,3.0540000030764154,4.90155238113737,1.6659529072546626,Iris-virginica
+2,6.179366499532319,3.054017845098831,4.899504281933956,0.2615324867751266,Iris-setosa
+3,5.108947716378056,3.1137198610213717,1.510024938180803,0.2615308121040808,Iris-setosa
+4,6.179366489523998,3.0540000354750454,4.992507593025872,1.7090259837842425,Iris-virginica
+5,6.179366489009821,3.0540000003549244,4.901924546483361,1.6656928015455712,Iris-virginica
+6,6.179366488869804,3.054000000383889,4.901313255575202,1.6656640086693648,Iris-virginica
+7,6.17936648916037,3.054000001721544,4.907789412037454,1.6670193371979192,Iris-virginica
+8,5.108947716370295,3.1117989467940155,1.5100248083417083,0.26153081197210126,Iris-setosa
+9,5.108947716665923,3.0540039230977163,4.899491324773421,0.2615308084897608,Iris-setosa
+10,5.1089477168771165,3.054042208251463,4.899491413291689,0.26153080879857726,Iris-setosa
+11,5.1089477163646055,3.0590997867528493,1.5100226555634377,0.2615308088731735,Iris-setosa
+12,6.179366489156296,3.054000001874959,4.9064185549529045,1.6667924432189984,Iris-virginica
+13,5.10894771815414,3.0540766956376917,4.899491948308023,0.2615308128093802,Iris-setosa
+14,6.1793664889358375,3.0540000001456993,4.900517451505136,1.6655059172802653,Iris-virginica
+15,6.179366488978877,3.0540000005390344,4.901852346823655,1.6657373722233,Iris-virginica
+16,6.179366493774109,3.0540000334206305,4.899492053832364,1.6654275796166165,Iris-versicolor
+17,6.179366489245483,3.0540000002200256,4.899498308045426,1.6654279174786277,Iris-versicolor
+18,6.179366488871909,3.054000000174077,4.899702486511875,1.6654452905627741,Iris-virginica
+19,6.17936648904602,3.054000000294633,4.90171760317789,1.6656454627882165,Iris-virginica
+20,6.179366507823802,3.0553244045787777,1.510056504196493,0.26153523594196415,Iris-setosa
+21,5.108947716830373,3.0621031088915185,1.5100238223316544,0.26153081413506524,Iris-setosa
+22,5.108947716415394,3.060281216296975,1.510022788496702,0.2615308092108212,Iris-setosa
+23,5.108947716373219,3.1070793656002276,1.510024660951816,0.2615308118020707,Iris-setosa
+24,5.108947716884977,3.056077850012231,1.510022998154618,0.26153081093138053,Iris-setosa
+25,6.179366488952572,3.0540000004111394,4.900349706111328,1.66552756764465,Iris-virginica
+26,5.108947716454089,3.06737196694228,1.5100231769373533,0.2615308099150227,Iris-setosa
+27,6.179366488971929,3.0540000002109973,4.901013839994591,1.6655620658919337,Iris-virginica
+28,6.179366489427667,3.0540000152008115,4.9472750068844,1.68349858865879,Iris-virginica
+29,6.179366489106794,3.05400000215718,4.909865773883194,1.6677059547138777,Iris-virginica
+30,6.17936648893491,3.054000000487704,4.901861662662928,1.6657414780921014,Iris-virginica
+31,6.179366489038722,3.0540000004342094,4.902509610737132,1.6657749290664077,Iris-virginica
+0,5.108947716494614,3.0568975052705705,1.5100226636361596,0.2615308089852087,Iris-setosa
+1,6.179366497987715,3.0654427415467023,1.5100415949688177,0.26153108955622156,Iris-setosa
+2,6.179366489113734,3.0540000017003326,4.908259955428942,1.6671597674388905,Iris-virginica
+3,6.179366489565112,3.0540000015015116,4.899716512765327,1.6654637507308108,Iris-virginica
+4,5.108947716625832,3.0545869490380886,1.5100225442122934,0.26153080892842206,Iris-setosa
+5,6.1793664891054645,3.054000001317172,4.907148800594616,1.6668023435318189,Iris-virginica
+6,6.179366489282303,3.0540000079882637,4.917456069820608,1.6714428347312722,Iris-virginica
+7,5.108947716276289,3.0796449760828213,1.510023310861582,0.26153080985072347,Iris-setosa
+8,5.10894771633688,3.0620265181559136,1.5100227737053014,0.26153080904032316,Iris-setosa
+9,5.108947716342882,3.0556788893864404,1.5100224876374893,0.2615308085459593,Iris-setosa
+10,6.179366489527811,3.0540000143005823,4.9571352143166685,1.6856439192159554,Iris-virginica
+11,5.108947716523668,3.05400525676477,4.899491322326006,0.26153080847564664,Iris-setosa
+12,6.179366488851878,3.0540000001216887,4.89962377435336,1.6654368350088626,Iris-virginica
+13,6.179366488865863,3.0540000001088465,4.900336839403445,1.665491080925827,Iris-virginica
+14,6.179366529897783,3.0549577017501117,1.510188478321203,0.2616290426914124,Iris-setosa
+15,6.179366490801464,3.054000003026993,4.899509571852217,1.6654297918402463,Iris-versicolor
+16,6.179366489961321,3.054000006601933,4.899491330660142,1.6654274766189776,Iris-versicolor
+17,6.179366489821644,3.054015252889735,4.899491579174738,0.26153081147156304,Iris-setosa
+18,6.179366488799632,3.054000000114487,4.899759009991947,1.6654485379877542,Iris-virginica
+19,6.179366489354357,3.054000010297633,4.943971871475737,1.6807229953497695,Iris-virginica
+20,6.179366488872301,3.0540000003086454,4.9005662044494445,1.6655504866006798,Iris-virginica
+21,5.108947716516197,3.067215474688029,1.510023267323161,0.2615308100662964,Iris-setosa
+22,5.108947716424168,3.0636363749388567,1.5100228936091964,0.2615308092231079,Iris-setosa
+23,5.108947716388529,3.0740907748993997,1.5100233343541654,0.2615308099460407,Iris-setosa
diff --git a/iris/lct_gan/2/27/test.csv b/iris/lct_gan/2/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/train.csv b/iris/lct_gan/2/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/27/val.csv b/iris/lct_gan/2/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/synth.csv b/iris/lct_gan/2/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ce57ec1efee9cab46f035b2b8f337afe5407431
--- /dev/null
+++ b/iris/lct_gan/2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489190585,3.054000003478265,4.914675020066863,1.6692302902854002,Iris-virginica
+1,5.108947716398254,3.115110386678662,1.510025013140823,0.2615308121478446,Iris-setosa
+2,6.1793664945667635,3.054000214841705,4.899501768699729,1.6654307544913802,Iris-versicolor
+3,5.10894771646184,3.1016357106012333,1.5100247627956531,0.2615308122931951,Iris-setosa
+4,6.179366499763707,3.05400292280537,4.899574208989446,1.6654754732664956,Iris-setosa
+5,5.108947716370451,3.067274254167533,1.510023003599296,0.26153080943626333,Iris-setosa
+6,5.10894771638189,3.066355929243288,1.5100230825374268,0.26153080976243864,Iris-setosa
+7,5.108947716910801,3.0981919359896484,1.510027600150203,0.26153082286070667,Iris-setosa
+8,5.108947716331992,3.099055885347352,1.510024165210747,0.2615308112143619,Iris-setosa
+9,6.179366516287332,3.054010156596119,4.9000613331937135,1.6659412488313594,Iris-virginica
+10,5.108947717401934,3.0542601744802944,1.5100228869237498,0.2615308144578518,Iris-setosa
+11,5.108947716315821,3.068584504001749,1.510022971016446,0.2615308092796726,Iris-setosa
+12,5.108947716359805,3.0737650382817483,1.5100232806401426,0.2615308098338927,Iris-setosa
+13,6.179366535197993,3.0541271144127515,4.899913176398507,0.26171228831352183,Iris-setosa
+14,6.179366489132417,3.0540000020788693,4.910481544390767,1.6677706159854218,Iris-virginica
+15,5.1089477167390385,3.059379644514484,1.5100230122623206,0.2615308099118978,Iris-setosa
+16,6.179366489612517,3.0540000305603514,4.9879503495671935,1.7031885157883757,Iris-virginica
+17,5.108947716344189,3.065887355640897,1.5100229145495274,0.26153080930633105,Iris-setosa
+18,6.179366489978895,3.054000001537981,4.899497510013193,1.6654281726643834,Iris-versicolor
+19,5.108947716510185,3.0540103055435925,4.89949131201735,0.26153080842246795,Iris-setosa
+20,5.108947716273819,3.060618328549426,1.5100226571117228,0.2615308088404023,Iris-setosa
+21,6.179366489227736,3.054000001698958,4.908685919741851,1.667112738455026,Iris-virginica
+22,6.1793664889117474,3.054000000147857,4.900540471424517,1.6655105526991119,Iris-virginica
+23,6.179366489921031,3.0540281636537783,4.899491572892547,0.26153081044254056,Iris-setosa
+24,6.1793664889369095,3.054000000618812,4.901505443932623,1.6657275868169958,Iris-virginica
+25,5.108947716416549,3.122228945325651,1.5100254689726564,0.2615308130149529,Iris-setosa
+26,6.17936649072306,3.0540000185396456,4.902105856427809,1.6664822395687502,Iris-virginica
+27,5.108947716309343,3.0671892621086614,1.510022951939768,0.2615308094073544,Iris-setosa
+28,5.1089477163692525,3.0858247373657215,1.5100237348994356,0.261530810593393,Iris-setosa
+29,5.1089477164113966,3.114083462757972,1.5100250648654152,0.26153081241782344,Iris-setosa
+30,5.108947716425126,3.054003791693012,4.8994913060180965,0.26153080841938675,Iris-setosa
+31,6.179366489190809,3.0540000039426607,4.918443236503326,1.6703324205719392,Iris-virginica
+0,5.108947716507412,3.080769278721618,1.5100239517590601,0.2615308112012039,Iris-setosa
+1,6.179366488958286,3.0540000001584025,4.900740970188284,1.6655271630885775,Iris-virginica
+2,5.108947716414706,3.0979239790964472,1.5100243447145882,0.26153081128106365,Iris-setosa
+3,6.179366494883611,3.0540004262925633,4.91104626978192,1.6775701913743066,Iris-virginica
+4,5.108947716409444,3.11755525626965,1.5100253875196314,0.26153081302828,Iris-setosa
+5,6.179366488853337,3.05400000008674,4.899543585886608,1.6654304836100373,Iris-virginica
+6,5.108947716271796,3.0672430758160822,1.510022855120168,0.2615308091255061,Iris-setosa
+7,6.179366517145984,3.054323617521304,1.5100814231180775,0.2615560229245985,Iris-setosa
+8,5.10894771627602,3.056744524837061,1.5100224920272265,0.26153080854302313,Iris-setosa
+9,6.179366489168734,3.054000001043608,4.90557516185661,1.6663598228359233,Iris-virginica
+10,6.17936648965976,3.0540000343000133,5.002438958141488,1.709422898420268,Iris-virginica
+11,5.108947716243497,3.054823494394217,1.5100224253976156,0.26153080846097543,Iris-setosa
+12,5.108947716377437,3.072899775236244,1.510023286909099,0.2615308099381231,Iris-setosa
+13,5.108947716554788,3.1559406213460113,1.510028784394051,0.2615308185920338,Iris-setosa
+14,5.108947716466676,3.069090619935829,1.510023252858131,0.26153080998844513,Iris-setosa
+15,5.108947716453539,3.11632436299903,1.5100255992412441,0.26153081362925074,Iris-setosa
+16,5.108947716692435,3.054099599804865,1.5100224830579982,0.26153080904159987,Iris-setosa
+17,5.108947716467292,3.0814313403449876,1.510023816618018,0.26153081070867984,Iris-setosa
+18,6.1793664890096585,3.054000000433994,4.902403627944822,1.6657686323014664,Iris-virginica
+19,5.1089477167023665,3.055806384920589,1.510022723643769,0.26153080947546836,Iris-setosa
+20,6.179366488962044,3.054000000143171,4.900563801865359,1.6655082511277073,Iris-virginica
+21,5.108947716589149,3.064872048841735,1.510023299636253,0.26153081048103277,Iris-setosa
+22,5.108947716321079,3.0547782398317014,1.5100224386664054,0.2615308084698421,Iris-setosa
+23,6.179366491830114,3.054000006655072,4.899491534363098,1.6654274929840018,Iris-versicolor
+24,5.108947716467422,3.064674614122665,1.5100230654903881,0.2615308095874011,Iris-setosa
+25,6.179366488783424,3.054000000098147,4.899753761685809,1.6654473354265724,Iris-virginica
+26,6.179366489216329,3.0540000042649766,4.917122427896143,1.6700658158389876,Iris-virginica
+27,6.179366488767355,3.0540000000544696,4.899703291810885,1.6654399607710246,Iris-virginica
+28,5.108947716373993,3.1049179756693155,1.5100244845246404,0.2615308118485984,Iris-setosa
+29,5.108947716603901,3.054974448854698,1.5100226038029128,0.2615308091590834,Iris-setosa
+30,6.1793664922412574,3.0540001613902032,4.9107511989613215,1.6749448048422273,Iris-virginica
+31,6.179366488839574,3.05400000017775,4.900576210607826,1.6655295660124745,Iris-virginica
+0,6.179366489051963,3.0540000003432186,4.901978897510146,1.6656854290741523,Iris-virginica
+1,6.179366489345874,3.0540000081412826,4.9303774052491525,1.6750976274502092,Iris-virginica
+2,6.179366489208003,3.054000002068076,4.910114634263876,1.6675868367258861,Iris-virginica
+3,5.108947716780223,3.0540955715421156,1.5100224656849954,0.26153080883572005,Iris-setosa
+4,5.108947716444292,3.058375446507287,1.5100227039114993,0.26153080904261206,Iris-setosa
+5,5.10894771644051,3.1289988937321125,1.5100260849243368,0.26153081406192996,Iris-setosa
+6,5.108947716640146,3.1194420017349067,1.5100269917589586,0.2615308169208842,Iris-setosa
+7,6.179366489048721,3.0540000011812776,4.904863209427005,1.666383187398812,Iris-virginica
+8,5.1089477163168215,3.0705061491289354,1.5100230568996793,0.2615308093802601,Iris-setosa
+9,5.108947716344831,3.0576356893465317,1.5100225648929433,0.26153080869138123,Iris-setosa
+10,6.179366489457475,3.0540000104374356,4.923906594485193,1.6733156633124473,Iris-virginica
+11,6.179366489115452,3.0540000005995958,4.903601385827365,1.6659474072904537,Iris-virginica
+12,6.179366489071423,3.0540000004426484,4.902841299249053,1.6658158633658238,Iris-virginica
+13,6.179366489574708,3.0540000280066075,4.993304266419237,1.703740536888608,Iris-virginica
+14,5.1089477163488315,3.0597020071600673,1.51002268341774,0.26153080891510044,Iris-setosa
+15,5.1089477180738205,3.067145258397087,1.5100272814180353,0.26153083437765984,Iris-setosa
+16,6.179366488962135,3.0540000003221057,4.9018576063419825,1.6656864382786112,Iris-virginica
+17,6.179366490503838,3.054000003499466,4.89949148191617,1.6654274890808807,Iris-versicolor
+18,5.108947716518389,3.078452607994874,1.5100238869604388,0.2615308111420095,Iris-setosa
+19,6.179366512082338,3.0540047687080656,4.901689186848877,1.6680753929281884,Iris-virginica
+20,5.108947718122537,3.054763119844565,1.510023511294552,0.2615308185082733,Iris-setosa
+21,6.179366489659976,3.0540000393964073,5.006146949438756,1.713573206781606,Iris-virginica
+22,5.108947716337038,3.075978367178116,1.5100232678831822,0.2615308097545019,Iris-setosa
+23,6.179366490948811,3.054000430409511,4.89949148053886,1.665427483400146,Iris-versicolor
+24,6.179366489166699,3.0540000010153228,4.905877359623534,1.6664069430720791,Iris-virginica
+25,5.108947716272095,3.0696821046480762,1.510022946804357,0.2615308092321637,Iris-setosa
+26,6.179366488914035,3.0540000001696783,4.900795747131699,1.665539559712329,Iris-virginica
+27,5.108947716407764,3.07002611537139,1.5100232086744205,0.26153080984858856,Iris-setosa
+28,6.179366489536119,3.054000333763994,4.899491351668106,1.665427476553451,Iris-setosa
+29,6.179366489001813,3.054000000849088,4.901396983612879,1.665732394614734,Iris-virginica
+30,6.179366489026238,3.054000000245471,4.901357681249536,1.6655970296915839,Iris-virginica
+31,6.1793664888256465,3.0540000002412224,4.900816874413976,1.665575951916209,Iris-virginica
+0,6.179366490175823,3.054000001341039,4.899494178539525,1.6654277429649436,Iris-versicolor
+1,5.108947716500748,3.0606215833880417,1.5100229043468198,0.26153080961667474,Iris-setosa
+2,6.179366505058719,3.0540109536422455,4.899578923715066,1.6654835260900176,Iris-setosa
+3,6.179366488878713,3.054000000246652,4.900546063644411,1.6655346319866495,Iris-virginica
+4,6.179366489348444,3.054000008206795,4.914489850002569,1.6704059852122781,Iris-virginica
+5,6.17936648940176,3.0540000217914005,4.952943420810959,1.6897653253767637,Iris-virginica
+6,5.1089477164163934,3.0713082730545396,1.5100232627389691,0.26153080986222443,Iris-setosa
+7,6.17936648885721,3.0540000002096526,4.900170905694244,1.6654931973672342,Iris-virginica
+8,5.108947716451484,3.131752454197579,1.5100261284545557,0.2615308137804593,Iris-setosa
+9,5.108947716607148,3.05436352405837,1.5100225474171745,0.2615308093047103,Iris-setosa
+10,6.17936648900566,3.054000000626499,4.902554002994745,1.6658455393755867,Iris-virginica
+11,5.108947716440898,3.055738831825779,1.5100225511156498,0.26153080877867513,Iris-setosa
+12,6.179366489400355,3.0540000055014542,4.906631265085523,1.6674387386415543,Iris-virginica
+13,6.1793664905551475,3.0540000844506756,4.8994913595679455,1.6654274773358875,Iris-versicolor
+14,6.179366488909367,3.05400000017193,4.90067147865093,1.6655278447215263,Iris-virginica
+15,6.179366489103233,3.0540000013018664,4.906729715827045,1.6667197252367887,Iris-virginica
+16,6.1793664903345356,3.0540000323595327,4.908500472963655,1.6701319820086513,Iris-virginica
+17,5.108947716331413,3.054562596560553,1.5100224342008828,0.26153080847973553,Iris-setosa
+18,5.108947716303341,3.070496227244238,1.510023059786504,0.261530809451727,Iris-setosa
+19,5.108947716538901,3.09403345403808,1.5100247887740743,0.2615308127397167,Iris-setosa
+20,6.179366499308591,3.0540133561089617,4.899514031619613,0.2615363775038308,Iris-setosa
+21,5.108947716329792,3.0788452460956477,1.5100234169702418,0.261530809933695,Iris-setosa
+22,6.17936649350346,3.05400011507669,4.90116028985,1.6664898296182578,Iris-virginica
+23,6.179366489075473,3.05400000092521,4.901296118855235,1.6657071676129749,Iris-virginica
diff --git a/iris/lct_gan/2/28/test.csv b/iris/lct_gan/2/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/train.csv b/iris/lct_gan/2/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/28/val.csv b/iris/lct_gan/2/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/synth.csv b/iris/lct_gan/2/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c8bc2d1d706c6dae7aa46e3663ad1d30504becd
--- /dev/null
+++ b/iris/lct_gan/2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366510145946,3.0540012811446733,4.900698579709522,1.6664801826707374,Iris-virginica
+1,5.108947716344291,3.0910367293168197,1.5100238905771215,0.2615308106347541,Iris-setosa
+2,6.179366496195066,3.0540000727530114,4.8995038228028935,1.6654302042711697,Iris-versicolor
+3,6.179366488969153,3.0540000006778905,4.9013086454356145,1.6656992739329386,Iris-virginica
+4,5.108947717772727,3.0582291804110104,1.5100247249516643,0.26153082437799063,Iris-setosa
+5,5.108947716946907,3.061326852219261,1.5100232410327723,0.26153081030662984,Iris-setosa
+6,5.108947716354273,3.092099190424401,1.5100240619566048,0.2615308108421084,Iris-setosa
+7,5.10894771629829,3.0561582954797317,1.5100224878178783,0.2615308085458303,Iris-setosa
+8,5.108947716465008,3.0540032208858334,4.899491315752238,0.26153080845891924,Iris-setosa
+9,5.108947716395059,3.106317217387575,1.5100245973434523,0.2615308118744073,Iris-setosa
+10,6.17936648895101,3.054000000446647,4.902503999268426,1.6658115123138413,Iris-virginica
+11,6.1793664904084435,3.0540000639931604,4.899491467293945,1.6654274946135574,Iris-versicolor
+12,6.179366499592061,3.054002841931685,5.019327623637399,1.8695256961634108,Iris-virginica
+13,6.179366491950218,3.054327240149237,1.5100236612545004,0.261530836409042,Iris-setosa
+14,6.179366494600295,3.054000916104016,4.987363259595693,1.7847566659935603,Iris-virginica
+15,5.108947716445875,3.059066356940138,1.5100227470713634,0.2615308091498618,Iris-setosa
+16,5.108947716363322,3.0759544583821334,1.5100234245461812,0.26153081028334213,Iris-setosa
+17,6.179366489338119,3.054000000305985,4.89950877483563,1.6654287088466684,Iris-versicolor
+18,6.179366489074834,3.0540000009203556,4.904898494748707,1.6662675222139929,Iris-virginica
+19,5.108947716418224,3.1292971974574644,1.5100258717866177,0.26153081344445384,Iris-setosa
+20,6.179366488849174,3.054000000263856,4.900725171798229,1.6655654627457266,Iris-virginica
+21,6.179366488756505,3.0540000000651117,4.899680301350983,1.665439951891928,Iris-virginica
+22,6.179366491353327,3.0540073969043435,4.8994917099694195,0.2615308138567127,Iris-setosa
+23,5.108947716485583,3.054000537033232,4.899491302897543,0.2615308084231172,Iris-setosa
+24,6.179366488893156,3.054000000322016,4.900976407697407,1.6655982025511644,Iris-virginica
+25,5.10894771670794,3.089697530858608,1.5100250536723934,0.2615308135045369,Iris-setosa
+26,6.179366493300725,3.0540000530724347,4.89959831523318,1.665463769554782,Iris-virginica
+27,6.17936648895425,3.0540000002586494,4.901426305124656,1.6656218982349713,Iris-virginica
+28,6.1793664969035715,3.0540001254046545,4.899527970998444,1.6654383552619967,Iris-versicolor
+29,6.179366490980584,3.0540000095828455,4.899677264093469,1.665477582965939,Iris-virginica
+30,5.108947716326298,3.084072403413264,1.5100235778368503,0.26153081032125264,Iris-setosa
+31,6.17936648891194,3.0540000002543164,4.901398320867985,1.6656271818828206,Iris-virginica
+0,5.10894771638107,3.062591254188257,1.510022810841787,0.2615308090888737,Iris-setosa
+1,6.179366489390343,3.0540000044847035,4.902718640731193,1.6663569217267702,Iris-virginica
+2,5.108947716325437,3.0541659672627275,1.5100224097198232,0.26153080845088117,Iris-setosa
+3,6.1793664894421285,3.054000001060338,4.899540448357556,1.6654345266564634,Iris-virginica
+4,6.179366498343354,3.054132753945383,1.5100262298933054,0.2615310623776768,Iris-setosa
+5,5.108947716407621,3.0545162976685583,1.5100224570450134,0.2615308085786589,Iris-setosa
+6,6.1793664892783955,3.0540000053887426,4.9230598702694275,1.672004237178781,Iris-virginica
+7,6.179366494071778,3.054000237879756,4.899497209087894,1.6654292060763682,Iris-versicolor
+8,6.1793664895994445,3.0540000071396314,4.902467760104524,1.6664134063851965,Iris-virginica
+9,5.108947716538024,3.0855886824791994,1.5100243269243387,0.26153081216878565,Iris-setosa
+10,6.179366489185658,3.054000001920426,4.9036841455618045,1.6662617976366025,Iris-virginica
+11,6.179366492609559,3.054000079470534,4.900827712081999,1.6662104762775078,Iris-virginica
+12,6.179366489453046,3.0540000154514435,4.931168731967128,1.6779321434341763,Iris-virginica
+13,6.179366492230319,3.0583203428582606,1.510026525509271,0.2615308564577691,Iris-setosa
+14,6.179366489165576,3.0540000033603873,4.912678630883765,1.6687053856956113,Iris-virginica
+15,5.108947716469705,3.054027190616338,4.899491328168756,0.26153080845106036,Iris-setosa
+16,6.179366495024719,3.054000028489675,4.899643392093884,1.6654684035398462,Iris-virginica
+17,6.1793664992505954,3.065901381190059,1.5100592433139866,0.26153182082031384,Iris-setosa
+18,6.179366504702544,3.0540005970892987,4.9002019510984525,1.6659257449141578,Iris-virginica
+19,6.1793664890090705,3.0540000002134806,4.9010883438447035,1.6655646431701558,Iris-virginica
+20,5.108947716503586,3.0552989003604787,1.510022550897515,0.26153080879877705,Iris-setosa
+21,5.108947716703055,3.0553033137316716,1.5100228203906532,0.26153081065824996,Iris-setosa
+22,5.108947716392215,3.054974379226025,1.5100224791393693,0.26153080855728233,Iris-setosa
+23,5.1089477168230975,3.054003207282749,4.899491333664421,0.26153080853975214,Iris-setosa
+24,5.1089477173356,3.06506354620712,1.51002495314064,0.26153081834457514,Iris-setosa
+25,5.108947716387045,3.080646089902024,1.5100236916696816,0.26153081077332313,Iris-setosa
+26,5.108947716309156,3.054523169274023,1.510022429118155,0.26153080847438837,Iris-setosa
+27,6.179366489106002,3.054000001108426,4.905845538306509,1.6664699366187894,Iris-virginica
+28,5.108947716331721,3.0638667895003686,1.5100227884199604,0.2615308090296362,Iris-setosa
+29,6.179366491345233,3.054000015749886,4.899491706232452,1.665427523472886,Iris-versicolor
+30,6.179366489082442,3.0540000010316897,4.904148983878683,1.6661800522538524,Iris-virginica
+31,5.108947716988871,3.0540713441597362,4.899491537141384,0.26153080947144197,Iris-setosa
+0,5.108947716362421,3.078373108954108,1.5100234836104616,0.26153081022035174,Iris-setosa
+1,6.1793664932599786,3.0540001356703095,4.911427999736109,1.673943594083964,Iris-virginica
+2,6.179366489226719,3.054000001048076,4.899962021678491,1.665500938416343,Iris-virginica
+3,5.108947716410374,3.0540691918966956,4.899491335894872,0.26153080844452187,Iris-setosa
+4,6.179366492400576,3.0540000164691654,4.899501179832308,1.6654294105658147,Iris-versicolor
+5,6.179366493840142,3.0540005432568997,4.899497171007442,1.6654293078281293,Iris-versicolor
+6,6.179366489362607,3.0540000095854962,4.944354302594812,1.6802953807921002,Iris-virginica
+7,6.179366491699265,3.054000163897031,4.9282083340845135,1.6889302822878038,Iris-virginica
+8,6.179366489067064,3.054000000381781,4.899728611694727,1.6654512653304328,Iris-virginica
+9,5.108947716392446,3.087294106829789,1.5100238869876448,0.2615308107465224,Iris-setosa
+10,5.108947716396962,3.1031852118012946,1.510024637129061,0.26153081202137074,Iris-setosa
+11,6.1793664964231585,3.054022322086684,4.899496386717545,0.26153110687378894,Iris-setosa
+12,6.1793664895882365,3.0540000286580793,4.974799579230205,1.6983588221904307,Iris-virginica
+13,6.179366488960215,3.054000000409154,4.901932726154114,1.6657202903296775,Iris-virginica
+14,5.108947716392681,3.1105128850754307,1.5100248478832643,0.2615308121238396,Iris-setosa
+15,6.179366489140512,3.0540000020895586,4.903528672605417,1.6662829695445782,Iris-virginica
+16,6.179366488970061,3.054000000143611,4.900565587608038,1.6655068191868139,Iris-virginica
+17,6.179366489034562,3.054000001579139,4.905714845705366,1.6666810293713679,Iris-virginica
+18,6.1793664891653215,3.0540000011578865,4.900803964811529,1.665645160355693,Iris-virginica
+19,6.179366491268255,3.054292911527955,1.5100236170286307,0.2615308406754517,Iris-setosa
+20,6.1793664890378,3.0540000003460968,4.899750867890579,1.6654529078270668,Iris-virginica
+21,6.179366492948104,3.0540001197850475,4.899494095958598,1.6654281327232852,Iris-versicolor
+22,5.108947716335533,3.0984399364196484,1.5100241513527484,0.26153081098721437,Iris-setosa
+23,5.108947716477565,3.0551841988937984,1.5100226772226744,0.2615308097317488,Iris-setosa
+24,6.179366490457508,3.0540000027249503,4.899623831476901,1.6654492143985482,Iris-virginica
+25,6.179366490823271,3.054000572858627,4.899491464886305,1.6654274812240033,Iris-setosa
+26,6.179366489997738,3.05400012042969,4.899491318324193,1.6654274754940206,Iris-versicolor
+27,6.179366508979102,3.0540055833861817,4.8995631461860345,1.665464559540268,Iris-setosa
+28,5.108947716669335,3.0556074264202655,1.510022750946777,0.26153080974731874,Iris-setosa
+29,6.179366488837656,3.0540000001285867,4.900036664716088,1.6654702168509556,Iris-virginica
+30,5.108947716472668,3.087887816439757,1.510024095057167,0.2615308111934453,Iris-setosa
+31,6.179366496662628,3.054179374002149,1.5100280711505185,0.2615314518749088,Iris-setosa
+0,6.179366488949628,3.0540000001375525,4.900559335749885,1.6655074381093018,Iris-virginica
+1,6.179366488926158,3.0540000002563854,4.899713191148126,1.6654489524480773,Iris-virginica
+2,6.179366489017633,3.054000000261953,4.901466742288584,1.6656149598109378,Iris-virginica
+3,6.179366490712591,3.0540000059027945,4.899493218149821,1.6654277430551025,Iris-versicolor
+4,5.108947716495796,3.056422381340683,1.5100226149751053,0.2615308089279296,Iris-setosa
+5,6.179366490533272,3.0540000043028566,4.899766242171633,1.6654872676251253,Iris-virginica
+6,6.179366489469753,3.054000017082844,4.966048822574901,1.6900522674415692,Iris-virginica
+7,5.108947716272409,3.0650859352466275,1.5100227946594855,0.26153080898006553,Iris-setosa
+8,6.179366489490126,3.0540000005931143,4.8995238696516425,1.665430616829939,Iris-versicolor
+9,5.10894771637803,3.077963518485029,1.510023529489889,0.26153081050092053,Iris-setosa
+10,6.179366489887844,3.0540005720921406,4.899491367551599,1.6654274766141703,Iris-setosa
+11,6.179366491406346,3.0540016702295514,4.8994916542447555,0.26153081532237926,Iris-setosa
+12,6.179366503154112,3.0540476341972593,4.899513067614077,0.26153351601965186,Iris-setosa
+13,5.108947717749237,3.058873310839871,1.5100247182760198,0.26153082161394414,Iris-setosa
+14,5.108947716325699,3.0747651587855427,1.5100232541139027,0.26153080971977916,Iris-setosa
+15,6.179366489019619,3.0540000003628416,4.90225703699659,1.6657345019309122,Iris-virginica
+16,6.179366493939213,3.0550168775697086,1.5100252282719733,0.26153085354431715,Iris-setosa
+17,6.17936649583727,3.0540004170478547,4.900202565985665,1.6659844654066538,Iris-virginica
+18,6.179366510224172,3.054006731345854,4.89974151079338,1.665610799929956,Iris-virginica
+19,6.179366489194529,3.0540000015785007,4.908352531862635,1.6670342285522544,Iris-virginica
+20,5.108947716702375,3.05777073516447,1.510022966205805,0.2615308103782532,Iris-setosa
+21,5.108947716338509,3.089056879448542,1.510023824894309,0.2615308105983271,Iris-setosa
+22,6.179366492160961,3.054000024540014,4.900263261303989,1.665711872535225,Iris-virginica
+23,5.108947717375822,3.0777025244591516,1.5100279138448807,0.2615308312278438,Iris-setosa
diff --git a/iris/lct_gan/2/29/test.csv b/iris/lct_gan/2/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/train.csv b/iris/lct_gan/2/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/29/val.csv b/iris/lct_gan/2/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/synth.csv b/iris/lct_gan/2/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35b1718dee045fac912407ab57ce247883fbf10b
--- /dev/null
+++ b/iris/lct_gan/2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366496058031,3.05400076134061,4.962535312686554,1.7418927955881842,Iris-virginica
+1,6.179366500067979,3.054063716329779,4.899524436777127,0.2615375248901174,Iris-setosa
+2,6.179366491061055,3.0541368578991284,1.5100229560305531,0.26153081795134736,Iris-setosa
+3,5.108947717066862,3.0787286885016045,1.5100255858307423,0.26153081672626116,Iris-setosa
+4,5.108947716468876,3.0903535665831585,1.5100242960852657,0.2615308117699871,Iris-setosa
+5,6.179366515029611,3.0540346315173306,4.899718960173742,0.2616153675223435,Iris-setosa
+6,5.108947716500233,3.0567963386318966,1.5100227274406406,0.2615308093492785,Iris-setosa
+7,5.108947716719386,3.054027348755557,4.899491356151982,0.26153080854736016,Iris-setosa
+8,6.17936650961817,3.05423388062555,1.5100911672873318,0.2615767881635585,Iris-setosa
+9,5.108947716303141,3.0547912602426677,1.510022445314619,0.2615308085053317,Iris-setosa
+10,5.108947716540355,3.076186622112512,1.5100239732702145,0.26153081180118304,Iris-setosa
+11,6.179366493854463,3.054800322484923,1.5100248578812279,0.2615308515825515,Iris-setosa
+12,6.179366489351886,3.054000006212468,4.913631508492996,1.6694130791262136,Iris-virginica
+13,6.179366555358214,3.054196018952818,4.902432655154949,0.26376167121504857,Iris-setosa
+14,5.108947716596554,3.055783081250099,1.5100227951922758,0.26153081020132674,Iris-setosa
+15,5.108947716395199,3.0756003100459783,1.510023405921351,0.2615308099510888,Iris-setosa
+16,6.1793664890712,3.05400000069404,4.903931159619787,1.6660460848162089,Iris-virginica
+17,5.108947716449478,3.1311939436930833,1.5100263177623185,0.2615308143757546,Iris-setosa
+18,5.108947716330115,3.0653546713370043,1.5100228857574973,0.2615308092350438,Iris-setosa
+19,6.179366489266865,3.054000000982086,4.899848736062376,1.6654808688959446,Iris-virginica
+20,5.108947716396921,3.107814956712447,1.510024816284427,0.26153081189587635,Iris-setosa
+21,5.108947716303933,3.069139738336302,1.510023001107657,0.26153080930341527,Iris-setosa
+22,6.179366489114342,3.054000001223555,4.906681090784749,1.6666625392101941,Iris-virginica
+23,5.108947716459387,3.1240435409962304,1.5100259918525978,0.2615308142062457,Iris-setosa
+24,5.108947716304807,3.0818548436694218,1.51002346594934,0.26153081006449913,Iris-setosa
+25,6.179366488933938,3.0540000003623065,4.901865926714719,1.6657054776358367,Iris-virginica
+26,6.179366489151234,3.0540000018536846,4.904272892690006,1.6663726062113544,Iris-virginica
+27,6.179366502822786,3.0540111604608495,4.899574039945539,1.6654841630972825,Iris-setosa
+28,5.108947716376537,3.0922287722026405,1.5100240724300709,0.26153081105897985,Iris-setosa
+29,6.179366489558995,3.054000007795287,4.904723225414017,1.6672001598832216,Iris-virginica
+30,5.108947716354999,3.099807485419726,1.51002426560267,0.26153081121100236,Iris-setosa
+31,6.179366495610282,3.054000123736511,4.89949526839059,1.6654283349627883,Iris-versicolor
+0,5.1089477165027395,3.0983241644624266,1.5100248470932935,0.26153081276208834,Iris-setosa
+1,6.179366488882494,3.0540000001534873,4.900632819706034,1.6655257728611965,Iris-virginica
+2,6.1793664889292925,3.054000000582653,4.902720667816858,1.665898469757273,Iris-virginica
+3,5.108947716401698,3.081505174107115,1.5100236762369423,0.2615308105297444,Iris-setosa
+4,5.108947716481575,3.0560499001370944,1.5100225977568296,0.2615308089055151,Iris-setosa
+5,5.1089477163977675,3.0591590302893494,1.5100227416639933,0.26153080919995425,Iris-setosa
+6,5.108947716332976,3.084131780169942,1.5100236144813795,0.26153081032657843,Iris-setosa
+7,6.1793664892010245,3.054000002646074,4.902978229247312,1.6662554741587001,Iris-virginica
+8,5.10894771640153,3.060420536429999,1.5100228115133323,0.2615308092787606,Iris-setosa
+9,5.108947716659105,3.069665232775347,1.5100239339303023,0.26153081265854805,Iris-setosa
+10,6.179366489249795,3.054000004243442,4.911162951592173,1.6683985812186974,Iris-virginica
+11,6.179366492751158,3.0540012520328275,4.899492808148518,1.665427767963066,Iris-setosa
+12,6.17936649089098,3.0540000036702843,4.899492205256223,1.665427571225255,Iris-versicolor
+13,5.108947716886135,3.0546320741536563,1.5100226665844225,0.2615308098540673,Iris-setosa
+14,6.179366493110551,3.05400010738527,4.903441029730456,1.6680189217282007,Iris-virginica
+15,6.179366488947288,3.0540000000909227,4.90018835552498,1.665470036254897,Iris-virginica
+16,6.179366490920998,3.054000475719765,4.899491851821496,1.6654275414390396,Iris-versicolor
+17,6.17936648893234,3.054000000293685,4.90144840725672,1.6656377976085055,Iris-virginica
+18,5.108947716328866,3.082021900968022,1.5100235390630603,0.2615308101425665,Iris-setosa
+19,5.108947716334696,3.075066717751988,1.51002326200351,0.2615308096539994,Iris-setosa
+20,5.108947716462663,3.091263987646797,1.510024301942733,0.26153081161738667,Iris-setosa
+21,5.108947716356367,3.0630329382434858,1.510022786587189,0.2615308089891564,Iris-setosa
+22,5.1089477167446775,3.054955743896465,1.5100225764482813,0.26153080894008796,Iris-setosa
+23,6.179366488913539,3.0540000000811767,4.900121604891586,1.6654665287385841,Iris-virginica
+24,5.108947716390775,3.1126467262004134,1.5100249305521525,0.26153081230192243,Iris-setosa
+25,6.17936648917909,3.0540000021078,4.909007918577143,1.6673445544499854,Iris-virginica
+26,6.179366489076006,3.0540000007768318,4.904102556523208,1.6660960137367113,Iris-virginica
+27,5.108947716297397,3.0737768550323046,1.5100231716832664,0.26153080955965596,Iris-setosa
+28,6.179366494659077,3.0540014533560753,4.899498781561953,1.6654302428478847,Iris-setosa
+29,5.108947716416948,3.0541813266235835,1.5100224269642482,0.26153080850959565,Iris-setosa
+30,5.108947716411315,3.092871555135559,1.5100241058633053,0.2615308110224715,Iris-setosa
+31,6.17936648889238,3.0540000002167123,4.900590434992145,1.6655307437469156,Iris-virginica
+0,6.179366490197662,3.0540000325312655,4.899491331067548,1.6654274762623804,Iris-versicolor
+1,5.108947716920945,3.0542478492240916,1.5100227597452307,0.26153081248831805,Iris-setosa
+2,6.1793664888430415,3.054000000198243,4.900068335950997,1.6654827827279526,Iris-virginica
+3,5.1089477163362425,3.070648193232251,1.510023059223132,0.2615308094694333,Iris-setosa
+4,5.1089477164302135,3.1322190709525173,1.5100262423752062,0.2615308142033572,Iris-setosa
+5,5.108947716414759,3.054466459788565,1.5100224598206327,0.2615308085883242,Iris-setosa
+6,5.108947716416116,3.0591504844765236,1.5100227401370379,0.26153080907411247,Iris-setosa
+7,6.179366488927978,3.054000000116376,4.900324039431294,1.6654855181619441,Iris-virginica
+8,5.108947716651623,3.0540009673669832,4.899491308034197,0.2615308084310136,Iris-setosa
+9,6.1793664929866345,3.0540001554278486,4.901569700769916,1.6670759405353028,Iris-virginica
+10,6.179366489851961,3.0540000140574595,4.904055811024914,1.6673326159993997,Iris-virginica
+11,6.1793664897457825,3.0540000669372316,5.0636179567327835,1.748741029833628,Iris-virginica
+12,5.108947716436946,3.0906513776755853,1.5100242017004426,0.261530811366253,Iris-setosa
+13,6.179366488950863,3.0540000002449226,4.899593947132761,1.6654369585260396,Iris-virginica
+14,6.179366490769027,3.0540005421948435,4.899491435600706,1.6654274793853971,Iris-setosa
+15,6.179366489230821,3.054000003751902,4.910309443195748,1.6680715028277233,Iris-virginica
+16,5.108947716415077,3.0688753216385334,1.510023177471969,0.2615308098163815,Iris-setosa
+17,6.179366494405278,3.0540000356259838,4.8997237000473985,1.6655020189275855,Iris-virginica
+18,5.108947716296127,3.0812736978089554,1.5100234521809608,0.26153081004732853,Iris-setosa
+19,6.179366489152406,3.0540000013130886,4.907023110730679,1.6667341873485033,Iris-virginica
+20,6.179366499259276,3.0540197712290458,4.899508161516354,0.2615335316244227,Iris-setosa
+21,6.179366488811567,3.054000000151202,4.899873349480579,1.6654612264133282,Iris-virginica
+22,5.108947716353559,3.084865948120378,1.5100236873678508,0.2615308103778955,Iris-setosa
+23,5.108947716328681,3.0705463743781727,1.5100230691015697,0.26153080943219376,Iris-setosa
+24,5.1089477164023105,3.0540041853890916,4.899491312156389,0.26153080844604404,Iris-setosa
+25,5.108947716376309,3.104271029505207,1.510024598691744,0.2615308118567361,Iris-setosa
+26,6.179366491492641,3.054075462011546,4.899492050523593,0.26153081437240644,Iris-setosa
+27,5.10894771643997,3.0696571896573936,1.5100232130406153,0.2615308096891256,Iris-setosa
+28,5.108947716348458,3.072301696326411,1.510023160067203,0.26153080963870934,Iris-setosa
+29,5.108947716454525,3.0662644580955036,1.510023061732175,0.26153080956416774,Iris-setosa
+30,5.108947716434245,3.0636882881457286,1.5100228967047162,0.26153080917794935,Iris-setosa
+31,6.17936648926564,3.0540000053271092,4.916101939856916,1.6699969453388543,Iris-virginica
+0,5.108947716585633,3.129398924546586,1.510027159561268,0.26153081662346356,Iris-setosa
+1,5.108947716369681,3.0942403534269762,1.5100240287608218,0.2615308109610028,Iris-setosa
+2,6.179366492035705,3.0540000182855978,4.899496480452075,1.6654284703473035,Iris-versicolor
+3,6.179366489121534,3.0540000007470263,4.904077308333867,1.6660463328287207,Iris-virginica
+4,6.1793664891748215,3.054000001883878,4.909547688908088,1.6674045737837517,Iris-virginica
+5,6.179366504457587,3.054001364045782,4.901561143158001,1.6677199720853755,Iris-virginica
+6,6.179366489740917,3.054000003130058,4.900385109270941,1.6656172157052178,Iris-virginica
+7,5.108947716352843,3.0648583082469125,1.510022933707723,0.2615308093931811,Iris-setosa
+8,6.179366490967204,3.0540407572180865,4.899492064027666,0.26153081887023716,Iris-setosa
+9,5.10894771673579,3.0614737775743053,1.51002344284204,0.26153081201903206,Iris-setosa
+10,6.179366491664152,3.054000483972281,4.899491666691246,1.665427500359338,Iris-versicolor
+11,6.179366488757574,3.0540000000421634,4.899621161253703,1.6654341892587636,Iris-virginica
+12,5.108947718114707,3.0579231318038143,1.5100252861610994,0.26153083276959427,Iris-setosa
+13,6.179366497098814,3.0540025337802343,4.899507354002081,1.665434501536594,Iris-setosa
+14,5.1089477179501115,3.0576829378347745,1.5100241832748558,0.261530818010333,Iris-setosa
+15,5.108947716355769,3.0766543030189646,1.5100233553357052,0.26153080978538784,Iris-setosa
+16,6.179366490458363,3.054000005130756,4.900359073932167,1.6656219104571708,Iris-virginica
+17,5.1089477165324695,3.054185378531908,1.510022434086236,0.26153080852323357,Iris-setosa
+18,6.179366489800054,3.054000007206946,4.902104876008568,1.6662358368185837,Iris-virginica
+19,6.17936649995597,3.0540033235778283,4.899534541042165,1.6654495142422978,Iris-setosa
+20,5.108947716570393,3.0601660947440075,1.5100230614852717,0.261530810334109,Iris-setosa
+21,5.1089477165120805,3.055566579342704,1.5100226244518558,0.2615308090498671,Iris-setosa
+22,6.179366489920486,3.0540000015711177,4.899499161947385,1.6654283821352285,Iris-versicolor
+23,6.179366489021483,3.054000000224071,4.899539334350821,1.6654312801252078,Iris-virginica
diff --git a/iris/lct_gan/2/3/test.csv b/iris/lct_gan/2/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/train.csv b/iris/lct_gan/2/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/3/val.csv b/iris/lct_gan/2/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/synth.csv b/iris/lct_gan/2/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..617dc4f0abb26ad5bbe9c808764bf57cba5aeb5e
--- /dev/null
+++ b/iris/lct_gan/2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716330257,3.102769700077645,1.5100243028091207,0.2615308112150429,Iris-setosa
+1,6.179366489069236,3.0540000004650367,4.902862273224793,1.6658230501719666,Iris-virginica
+2,6.179366489499091,3.054000016393041,4.961478897177404,1.6880903207513305,Iris-virginica
+3,6.17936648897164,3.054000000212691,4.90117085793693,1.6655797482919046,Iris-virginica
+4,6.179366489124241,3.0540000013140958,4.906727996917808,1.6666992925743291,Iris-virginica
+5,5.108947716352173,3.064651379879609,1.510022900100451,0.2615308092260443,Iris-setosa
+6,5.108947716292083,3.0660602722124746,1.5100228672760985,0.26153080917117694,Iris-setosa
+7,6.179366489939284,3.0540000033642287,4.899867269860219,1.6655126794000294,Iris-virginica
+8,5.10894771641749,3.07545048846011,1.5100234143491746,0.26153081005927675,Iris-setosa
+9,6.179366490576095,3.0540000156217166,4.901969437842178,1.6663470728007148,Iris-virginica
+10,6.179366488994041,3.054000000190677,4.900974780537589,1.6655512861415298,Iris-virginica
+11,5.108947716525314,3.0604162617124353,1.5100229051303893,0.2615308094393922,Iris-setosa
+12,6.17936648889025,3.0540000003302907,4.900857897738461,1.6655858839761604,Iris-virginica
+13,5.108947716649064,3.0919323842719972,1.5100252815865096,0.2615308149697623,Iris-setosa
+14,6.179366488946173,3.0540000000857495,4.900154381174471,1.6654672133952209,Iris-virginica
+15,6.179366491014333,3.0540002686938057,4.899491450328012,1.6654274831722196,Iris-versicolor
+16,5.108947716401764,3.0639589545200177,1.5100229085551304,0.26153080926418876,Iris-setosa
+17,6.179366488966276,3.0540000001200887,4.900449992622901,1.665493352859354,Iris-virginica
+18,6.179366490575302,3.0540001378278427,5.03016512828989,1.7535525145721549,Iris-virginica
+19,5.108947717014554,3.075028350340645,1.510025396981279,0.26153081817771223,Iris-setosa
+20,6.179366512825984,3.0603089047627283,1.5101181156912578,0.26153890874369434,Iris-setosa
+21,6.179366494514564,3.0542374775703633,1.5100276007071236,0.2615312935842935,Iris-setosa
+22,6.179366488875574,3.0540000002176013,4.900809814887351,1.6655568477265248,Iris-virginica
+23,5.108947716572478,3.081808043541537,1.5100245078090788,0.2615308132157307,Iris-setosa
+24,5.108947716510673,3.066584668691863,1.5100233008692197,0.26153081034536557,Iris-setosa
+25,6.179366488818559,3.054000000066058,4.899947292965499,1.665455647654805,Iris-virginica
+26,5.108947716439683,3.125168592243883,1.510026091275711,0.26153081446943416,Iris-setosa
+27,5.108947716461567,3.0557363304257548,1.5100225453597667,0.26153080871456746,Iris-setosa
+28,5.108947716371831,3.102443512684768,1.5100244562031122,0.26153081138483525,Iris-setosa
+29,6.179366488941551,3.0540000001160763,4.900379903199825,1.6654893223756506,Iris-virginica
+30,5.108947716312788,3.0879355792947303,1.5100237491843267,0.2615308104095805,Iris-setosa
+31,5.1089477173763775,3.0545691137339346,1.51002323016272,0.26153081829911673,Iris-setosa
+0,6.179366489693941,3.0540000007156576,4.899505041712455,1.6654287326937571,Iris-versicolor
+1,6.179366488931334,3.054000000454858,4.901626793335774,1.6657040902441587,Iris-virginica
+2,6.179366489659819,3.0540000285352464,4.958447763717394,1.6922844726268884,Iris-virginica
+3,6.179366489308114,3.054000006127572,4.912128849606662,1.6691337720743353,Iris-virginica
+4,5.108947716603216,3.0565057612744067,1.5100227442991885,0.2615308093811734,Iris-setosa
+5,6.179366489006695,3.0540000006691574,4.90389107714211,1.6660597206103887,Iris-virginica
+6,6.179366490966626,3.0540065799438163,4.899491693917212,0.2615308138161641,Iris-setosa
+7,5.10894771640309,3.115459537849459,1.5100251377239804,0.26153081284073565,Iris-setosa
+8,6.179366491494459,3.054000003489348,4.899495523080112,1.6654279573916977,Iris-versicolor
+9,5.108947716332421,3.0948571073104403,1.5100240790006927,0.2615308109709344,Iris-setosa
+10,6.179366489558462,3.054000000470063,4.899497766712253,1.6654279638895702,Iris-versicolor
+11,5.108947716322074,3.0893711760349327,1.5100237292320093,0.26153081042243986,Iris-setosa
+12,6.179366489665284,3.0540000035825354,4.900115394266931,1.6655859114920397,Iris-virginica
+13,5.108947716439165,3.1090736306162547,1.510025029657597,0.26153081248013804,Iris-setosa
+14,6.179366499356312,3.0540036102348376,4.8994988308107015,1.6654300890336886,Iris-setosa
+15,6.179366493848878,3.054008731307963,4.899493671478034,0.2615309372916831,Iris-setosa
+16,6.179366489132547,3.0540000025515472,4.908890176811944,1.667561235513265,Iris-virginica
+17,5.108947716392903,3.1042890444151148,1.5100246419411023,0.26153081186870514,Iris-setosa
+18,6.179366488846525,3.0540000001597627,4.90049854946382,1.6655181888590649,Iris-virginica
+19,5.108947716340647,3.0851620494867706,1.5100236704122818,0.2615308104533967,Iris-setosa
+20,5.108947716431731,3.1140508652695162,1.5100253559684045,0.2615308132999206,Iris-setosa
+21,5.108947716400764,3.112727150940303,1.5100250280018386,0.2615308126050783,Iris-setosa
+22,5.108947716409643,3.0771424491206587,1.5100234528914145,0.2615308102750207,Iris-setosa
+23,6.17936649029443,3.054000037228977,4.9182530855888,1.675058476444869,Iris-virginica
+24,5.108947716566345,3.0694538208044606,1.510023670006894,0.26153081127151323,Iris-setosa
+25,6.1793665049649045,3.0584477677575412,1.5100604192708413,0.26153282479147294,Iris-setosa
+26,6.179366490001056,3.054000001101332,4.899497662237671,1.6654280735048814,Iris-versicolor
+27,6.179366510339518,3.0540021314080836,4.910924695451014,1.6806193572169228,Iris-virginica
+28,5.108947716483426,3.132562787062023,1.5100266125052952,0.2615308154469834,Iris-setosa
+29,6.179366503573828,3.0540029330756306,4.955899600760765,1.7615439950414944,Iris-virginica
+30,5.108947716996214,3.055474602582083,1.5100232443651933,0.2615308146043125,Iris-setosa
+31,5.108947716437366,3.056570136001399,1.510022592158293,0.2615308088386591,Iris-setosa
+0,5.108947716325085,3.05425070769746,1.5100224188370335,0.26153080847698296,Iris-setosa
+1,6.1793664891816364,3.0540000027078005,4.903526438961422,1.666412994475413,Iris-virginica
+2,5.108947717105326,3.126520125844161,1.5100316667541394,0.2615308326008242,Iris-setosa
+3,5.108947716389083,3.097565223193522,1.5100242404498272,0.2615308111589537,Iris-setosa
+4,6.179366490396998,3.0540000982333813,4.975621597740945,1.7175469665314342,Iris-virginica
+5,5.108947716384647,3.0617666462383655,1.5100227818795953,0.2615308090371898,Iris-setosa
+6,5.108947717460306,3.1212309869330275,1.5100349736872973,0.2615308525619317,Iris-setosa
+7,5.10894771627568,3.0787095901212433,1.5100232803863876,0.2615308097902938,Iris-setosa
+8,5.108947716456757,3.1119021550017356,1.5100253569838242,0.2615308131018981,Iris-setosa
+9,6.179366488876114,3.05400000007551,4.900033886096179,1.6654604759110263,Iris-virginica
+10,6.179366489957785,3.054000000772897,4.899503513941733,1.6654285122407355,Iris-versicolor
+11,6.1793664906871175,3.0540029175839662,4.8994914870646324,0.2615308103011237,Iris-setosa
+12,6.179366519559982,3.0540114870457082,4.927902876330789,1.724809805510693,Iris-virginica
+13,6.1793665003518665,3.054002134429026,4.899510532335623,1.6654353685002696,Iris-setosa
+14,6.179366489039353,3.05400000024964,4.901434309308767,1.6656034091188658,Iris-virginica
+15,5.10894771629058,3.065063955124646,1.5100227870554401,0.2615308090334047,Iris-setosa
+16,6.179366488988482,3.0540000009320467,4.902166430976931,1.6658877063201278,Iris-virginica
+17,5.10894771656097,3.054920403521257,1.5100226327177695,0.26153080938143075,Iris-setosa
+18,5.108947716361149,3.0615085250995957,1.510022777086583,0.2615308090755928,Iris-setosa
+19,6.179366489261673,3.0540000016075135,4.90102276821944,1.665705876112671,Iris-virginica
+20,6.179366497714571,3.054000619993592,4.904395738028834,1.6708699493809285,Iris-virginica
+21,5.1089477163923185,3.0619413586662434,1.5100227697364677,0.2615308090245869,Iris-setosa
+22,6.179366489111841,3.0540000007967736,4.904525571175358,1.666156900986822,Iris-virginica
+23,6.179366495057322,3.0540003865531786,4.904893140647379,1.6707330774695222,Iris-virginica
+24,5.108947716713176,3.071712547595779,1.510024359553199,0.2615308137373331,Iris-setosa
+25,5.108947716354768,3.0689614164867964,1.510023127468699,0.2615308097740011,Iris-setosa
+26,5.1089477164696975,3.0642866222265375,1.5100229934061404,0.26153080947303803,Iris-setosa
+27,6.179366498772532,3.05400028420893,4.899915969430598,1.6656490643479174,Iris-virginica
+28,6.179366488862898,3.0540000000847707,4.900071387767257,1.6654649842903704,Iris-virginica
+29,6.179366493572808,3.0669362210456925,1.5100333315719745,0.261530929923946,Iris-setosa
+30,6.179366488957762,3.054000000524823,4.9005594375634045,1.66556730688316,Iris-virginica
+31,5.10894771632209,3.0626869819420994,1.5100227326863507,0.2615308088834357,Iris-setosa
+0,6.179366490948518,3.054000013469279,4.8995261076864685,1.6654357116179648,Iris-versicolor
+1,6.179366488880547,3.054000000190982,4.900935692451642,1.6655642025592328,Iris-virginica
+2,5.108947716413123,3.12132890175167,1.5100255288540136,0.2615308133694257,Iris-setosa
+3,6.179366490519216,3.054000082754104,4.967520065053253,1.7080943466275647,Iris-virginica
+4,6.1793664891954965,3.054000003449729,4.912267419955551,1.6685342689914342,Iris-virginica
+5,6.179366490164485,3.0540000269858303,4.913116739341243,1.6715922845730073,Iris-virginica
+6,6.179366489220479,3.0540000026842393,4.905387771436841,1.6667119645098114,Iris-virginica
+7,5.108947716396481,3.0558734713422973,1.510022522722156,0.2615308086550933,Iris-setosa
+8,6.17936650660567,3.0540402745590662,4.899507024215012,0.26153225213165915,Iris-setosa
+9,5.108947718103617,3.054070473354822,4.8994917637537965,0.26153081105064097,Iris-setosa
+10,6.179366497328598,3.0540472831705165,4.899498715062098,0.26153122415172286,Iris-setosa
+11,5.108947716392853,3.1148270293718614,1.5100250675788023,0.26153081233711667,Iris-setosa
+12,5.1089477163624535,3.074639408596721,1.510023357445862,0.2615308099468323,Iris-setosa
+13,5.108947716410855,3.0694913446221674,1.5100231639476924,0.2615308096644515,Iris-setosa
+14,6.179366490130348,3.0540000009844714,4.899496102559767,1.6654278833115905,Iris-versicolor
+15,5.108947716339165,3.0809898655782564,1.510023479163099,0.26153081015261953,Iris-setosa
+16,5.1089477163449075,3.0553275156321704,1.5100224780450886,0.2615308085576706,Iris-setosa
+17,6.17936650332042,3.054000265467227,4.899622241214711,1.6654790552247964,Iris-virginica
+18,5.1089477163622625,3.1049391170273957,1.5100245531186829,0.26153081159005914,Iris-setosa
+19,6.1793664900935275,3.0542055454910404,1.5100228502807709,0.2615308152677242,Iris-setosa
+20,5.108947716845512,3.0540437319163756,4.899491528640735,0.2615308097063486,Iris-setosa
+21,5.1089477163828425,3.0557431196238736,1.5100225231838682,0.2615308086780349,Iris-setosa
+22,5.108947717695956,3.054146522436954,1.5100227992588557,0.26153081404294526,Iris-setosa
+23,5.108947716344816,3.0856896883279603,1.5100236335884138,0.2615308103798169,Iris-setosa
diff --git a/iris/lct_gan/2/4/test.csv b/iris/lct_gan/2/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/train.csv b/iris/lct_gan/2/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/4/val.csv b/iris/lct_gan/2/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/synth.csv b/iris/lct_gan/2/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b78d0abbe5e9e782b9b3184abca778210cbd8af
--- /dev/null
+++ b/iris/lct_gan/2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477164786485,3.0916621992612527,1.5100243092419126,0.2615308115652191,Iris-setosa
+1,5.1089477163827,3.0776097500879924,1.510023497435153,0.2615308103372672,Iris-setosa
+2,6.179366490734375,3.0540000047913103,4.8994930964376815,1.6654277109762103,Iris-versicolor
+3,6.179366488956398,3.0540000008112558,4.902795027056599,1.6659742401031317,Iris-virginica
+4,5.108947716691868,3.0568988805374864,1.5100227132702995,0.26153080912598003,Iris-setosa
+5,5.108947716304361,3.0767621026943393,1.5100232959125472,0.26153080966710973,Iris-setosa
+6,5.1089477162585775,3.05461584720142,1.5100224204671393,0.2615308084519978,Iris-setosa
+7,5.108947717189193,3.0556211249561493,1.5100230286294622,0.2615308113684409,Iris-setosa
+8,6.179366489120668,3.054000001247735,4.906550288748729,1.666647328319903,Iris-virginica
+9,6.179366488939815,3.054000000320675,4.901802738430827,1.665685925201134,Iris-virginica
+10,6.179366488849195,3.054000000178153,4.900263606610108,1.6654976205671526,Iris-virginica
+11,6.179366489030684,3.0540000004783585,4.902751194284792,1.6658232701205757,Iris-virginica
+12,6.1793664890368625,3.0540000005462744,4.903378482617687,1.6659398874899165,Iris-virginica
+13,6.179366489437111,3.0540000116557784,4.9506811674124185,1.6828899132422404,Iris-virginica
+14,6.179366489245425,3.054000002169927,4.911081519537287,1.6677774110694388,Iris-virginica
+15,5.10894771626454,3.0632186471720004,1.5100227040819112,0.26153080888444563,Iris-setosa
+16,5.108947716943234,3.059381071701046,1.5100236447342257,0.26153081411153345,Iris-setosa
+17,6.179366489880255,3.054000097803378,5.084200743437057,1.7735681000235402,Iris-virginica
+18,5.108947716458674,3.120302808545324,1.5100258988484734,0.2615308138576698,Iris-setosa
+19,6.179366488940643,3.054000000464706,4.9010847992295155,1.6656306623293198,Iris-virginica
+20,6.1793664954401635,3.0540004137881867,4.909287191691655,1.6755810121455714,Iris-virginica
+21,5.108947716291108,3.0622646820265267,1.5100226975156155,0.26153080885532326,Iris-setosa
+22,6.179366490678102,3.0540000069084283,4.899491653951912,1.6654275141257193,Iris-versicolor
+23,5.108947716466384,3.0544318521746474,1.5100224630209564,0.2615308085870969,Iris-setosa
+24,5.108947716360379,3.068718321457198,1.5100230783932802,0.26153080965123565,Iris-setosa
+25,6.179366489048525,3.0540000009936548,4.905081227541968,1.6663405809393947,Iris-virginica
+26,6.179366491252735,3.0540000120003614,4.899491889392311,1.6654275516164685,Iris-versicolor
+27,5.10894771646583,3.0676620649486144,1.5100231345182746,0.26153080953153224,Iris-setosa
+28,6.179366488884605,3.0540000000682306,4.899980918150355,1.6654555737608407,Iris-virginica
+29,6.179366489900417,3.054000015868601,4.910888350565205,1.6697301305726964,Iris-virginica
+30,5.108947716313566,3.0783013712967797,1.5100233350955257,0.26153080981643545,Iris-setosa
+31,6.179366497493142,3.0540010264652984,4.91409776516404,1.6853686574444158,Iris-virginica
+0,6.179366489242127,3.0540000023833307,4.911620856818792,1.668014647450492,Iris-virginica
+1,6.179366489414637,3.0540000070596154,4.9313217438113135,1.6747953264522895,Iris-virginica
+2,5.108947717008021,3.054333935066912,1.5100228339845947,0.26153081359405506,Iris-setosa
+3,5.108947716412812,3.065304698073514,1.5100229876352917,0.26153080942833956,Iris-setosa
+4,6.179366489264438,3.054000001972473,4.909414429277415,1.6673020669753993,Iris-virginica
+5,6.179366488984779,3.0540000002029553,4.901087379742984,1.6655673383499068,Iris-virginica
+6,6.179366490439751,3.054002319502426,4.899491434144185,0.2615308097146525,Iris-setosa
+7,6.179366490119467,3.0540041688415123,4.899491405128694,0.26153080907832116,Iris-setosa
+8,5.108947716673539,3.1112023200243737,1.5100267489336159,0.2615308170873512,Iris-setosa
+9,5.108947716530857,3.0585724686865303,1.5100228280575123,0.2615308094688155,Iris-setosa
+10,5.108947716790857,3.0544484201262674,1.510022621911331,0.26153080963737657,Iris-setosa
+11,5.10894771733413,3.0541557997784814,1.5100227461827211,0.26153081273076856,Iris-setosa
+12,6.179366498068194,3.0540001224830786,4.89955337355997,1.665446628535155,Iris-versicolor
+13,5.108947716306037,3.0628458874537188,1.5100227491296336,0.26153080898850556,Iris-setosa
+14,6.179366489347069,3.054000006047953,4.926572920531295,1.6730181274174087,Iris-virginica
+15,5.108947716378824,3.0622792380415342,1.5100227709035952,0.2615308089658923,Iris-setosa
+16,6.179366489036036,3.054000000553181,4.90031334080419,1.6655290280891395,Iris-virginica
+17,6.179366488953346,3.0540000002214263,4.901129724200472,1.6655805064123708,Iris-virginica
+18,5.108947716337693,3.0834044253650585,1.510023596067695,0.26153081039729775,Iris-setosa
+19,6.179366489016883,3.0540000007555004,4.903286608130559,1.665982459181701,Iris-virginica
+20,5.1089477164882755,3.124007504736768,1.5100261229745702,0.2615308142358382,Iris-setosa
+21,5.108947716275708,3.0780184341768857,1.5100232742740651,0.2615308097424678,Iris-setosa
+22,6.179366488930089,3.054000000142022,4.900528066981277,1.665506845447337,Iris-virginica
+23,6.179366489302482,3.054000006034599,4.920005086369272,1.6712294797375364,Iris-virginica
+24,6.1793664901473235,3.054000011083269,4.900338140017409,1.6657435468682058,Iris-virginica
+25,6.179366490933401,3.054000004405585,4.899516420635789,1.665431271632436,Iris-versicolor
+26,5.108947716291732,3.0661322207682122,1.5100228519466314,0.261530809112859,Iris-setosa
+27,6.17936648926415,3.0540000051376013,4.918579581415836,1.6706623880410383,Iris-virginica
+28,5.108947716335431,3.076075623542947,1.5100232682971717,0.26153080974860077,Iris-setosa
+29,6.17936648927567,3.0540000044888114,4.919603091421007,1.6707194041038682,Iris-virginica
+30,6.179366489216236,3.0540000017739537,4.909362013880007,1.6672986778958936,Iris-virginica
+31,6.179366488947993,3.054000000119607,4.900436106802732,1.6654949678018744,Iris-virginica
+0,6.17936648903999,3.0540000003213263,4.902005523210994,1.665688266816491,Iris-virginica
+1,6.1793664928827985,3.0540005199290516,4.899491798674856,1.6654275154739104,Iris-versicolor
+2,6.179366489176003,3.054000002362606,4.910124000325941,1.667681757257172,Iris-virginica
+3,6.17936651581845,3.0540314401067135,4.899987998049455,1.66593701808966,Iris-setosa
+4,5.108947716419251,3.062955792088406,1.5100230108461141,0.261530809773494,Iris-setosa
+5,5.10894771667707,3.0559272910868867,1.510022732415267,0.2615308094875192,Iris-setosa
+6,6.179366489500147,3.054000348418694,4.899491317892708,1.6654274754187002,Iris-setosa
+7,6.179366488925943,3.054000000207037,4.900938596481965,1.6655613931102022,Iris-virginica
+8,5.1089477165879185,3.0734987138388283,1.5100240554073876,0.26153081219727503,Iris-setosa
+9,5.108947716428927,3.12300433023082,1.510025641019284,0.26153081325932365,Iris-setosa
+10,6.179366488899944,3.054000000422669,4.901861782064195,1.665738633263691,Iris-virginica
+11,6.179366488968939,3.054000000565751,4.901184418090633,1.6656573500049738,Iris-virginica
+12,5.108947718318004,3.055624426884677,1.510024715374592,0.26153083492493545,Iris-setosa
+13,6.179366490474778,3.054000326918161,5.16816494626746,1.8943797289073872,Iris-virginica
+14,6.179366490621217,3.0540000032353904,4.899503137884536,1.665429105240834,Iris-versicolor
+15,5.108947716872245,3.054019654785592,4.899491412826232,0.26153080892331965,Iris-setosa
+16,6.179366499657326,3.0542636993564125,1.510034367025627,0.26153261177427267,Iris-setosa
+17,6.1793664977714755,3.054001596374271,4.899493760871541,1.6654278873415898,Iris-setosa
+18,6.179366492914463,3.054000245344316,4.924170502943059,1.688615519591524,Iris-virginica
+19,6.1793664891087,3.0540000010051203,4.905058913770669,1.6662901294338441,Iris-virginica
+20,6.179366512757664,3.05400571152036,4.921176023913222,1.704975372272437,Iris-virginica
+21,6.179366488906997,3.0540000000918357,4.90018534064299,1.665472853873302,Iris-virginica
+22,5.108947716689407,3.054002085078517,4.899491322907418,0.26153080849351484,Iris-setosa
+23,6.179366489513137,3.054000000863414,4.8995775580997165,1.6654377153911495,Iris-virginica
+24,6.179366504193268,3.0572412231912267,1.510050402360971,0.26153212549045257,Iris-setosa
+25,6.179366490177611,3.054000006694231,4.899652267702053,1.6654727187950586,Iris-virginica
+26,6.179366493272379,3.0540025176901593,4.899493173321865,1.6654277737001626,Iris-setosa
+27,6.179366489291026,3.054000006582344,4.920589074643705,1.671775758162857,Iris-virginica
+28,6.179366491341818,3.0540000025631713,4.899498750520036,1.6654282484506917,Iris-versicolor
+29,5.108947716431708,3.058921520847769,1.5100227924868903,0.2615308093523955,Iris-setosa
+30,5.108947716438726,3.0898882023393828,1.5100242520751428,0.26153081169360803,Iris-setosa
+31,6.179366490814598,3.0540000744379636,4.899491420584576,1.6654274830376576,Iris-versicolor
+0,6.179366490428074,3.0541319443233954,1.5100228393906645,0.2615308168437282,Iris-setosa
+1,6.179366490028745,3.0540000223739163,4.921138845758997,1.6741757741704673,Iris-virginica
+2,6.179366489074996,3.054000001819604,4.9074088788318075,1.6670890265216838,Iris-virginica
+3,6.17936648961308,3.054000040659156,4.998716809097925,1.712676150470829,Iris-virginica
+4,6.179366489156692,3.0540000016035176,4.908419860106986,1.6671185712606924,Iris-virginica
+5,5.10894771644857,3.0767976801290184,1.5100236600254344,0.26153081076487655,Iris-setosa
+6,5.10894771638178,3.0664519041185487,1.5100230035559867,0.26153080945636187,Iris-setosa
+7,6.179366493905327,3.0540006338421817,4.969606994399665,1.7526384892096247,Iris-virginica
+8,5.108947716316043,3.078308707663576,1.5100233193593207,0.2615308097575253,Iris-setosa
+9,5.1089477164496815,3.0603159344413804,1.5100228119198704,0.261530809303889,Iris-setosa
+10,6.179366488930793,3.0540000001041028,4.900320927279287,1.6654839166906068,Iris-virginica
+11,5.108947716737743,3.084017978744421,1.5100257214032777,0.26153081767221675,Iris-setosa
+12,6.17936648891382,3.054000000102246,4.900274105713982,1.6654807171698935,Iris-virginica
+13,6.17936648920778,3.0540000015013056,4.9008565740650045,1.6656825815948373,Iris-virginica
+14,5.108947716311955,3.059563260155545,1.5100226290995615,0.26153080880812474,Iris-setosa
+15,6.179366490596649,3.0540000077224034,4.9005772205354,1.6657089499894302,Iris-virginica
+16,6.179366490089956,3.054000039234731,4.9341132117652915,1.6822585052996208,Iris-virginica
+17,6.179366489410556,3.0540000048271767,4.908839125442103,1.6678227764067843,Iris-virginica
+18,6.179366489117557,3.0540000015219575,4.905621035393442,1.6665627140976647,Iris-virginica
+19,6.179366490583972,3.05401165768611,4.899492067467783,0.26153082713072545,Iris-setosa
+20,5.108947716402311,3.0550945904136433,1.5100224871203898,0.26153080858500455,Iris-setosa
+21,6.179366489066098,3.054000001322237,4.9066741111846675,1.6667515840115514,Iris-virginica
+22,5.108947716390286,3.057081429813404,1.5100225767128386,0.26153080873704154,Iris-setosa
+23,6.179366490010305,3.0540000607161493,4.939891492054337,1.69168547423543,Iris-virginica
diff --git a/iris/lct_gan/2/5/test.csv b/iris/lct_gan/2/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/train.csv b/iris/lct_gan/2/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/5/val.csv b/iris/lct_gan/2/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/synth.csv b/iris/lct_gan/2/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c898a373e2939af8646562f740e63b6fa5d121e1
--- /dev/null
+++ b/iris/lct_gan/2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489777808,3.054001981597091,4.899491384835561,0.26153080907629433,Iris-setosa
+1,6.179366489687009,3.0540000065360053,4.903142526953966,1.6665147535247673,Iris-virginica
+2,5.108947716477448,3.054032078946017,4.8994913266733935,0.26153080843945625,Iris-setosa
+3,5.10894771655921,3.0570787529330246,1.5100226870364228,0.2615308090790823,Iris-setosa
+4,6.179366493111647,3.054001010800989,4.899493368040144,1.6654280009167544,Iris-setosa
+5,5.10894771637188,3.1090026335182257,1.5100246853841026,0.2615308118139671,Iris-setosa
+6,6.179366491008577,3.0540000302037402,4.899491472260025,1.6654274927954118,Iris-versicolor
+7,6.1793665014554096,3.0540012275376855,4.901979685636675,1.6682124822137676,Iris-virginica
+8,6.17936648905833,3.054000000964484,4.905014607888441,1.6663200795573327,Iris-virginica
+9,6.179366488905343,3.0540000000854994,4.900108245824469,1.6654656682364883,Iris-virginica
+10,6.179366488889861,3.0540000001829677,4.900819016210843,1.6655477389126274,Iris-virginica
+11,6.179366490784405,3.054003921010648,4.899491483793313,0.26153081012544277,Iris-setosa
+12,6.179366490950819,3.054000005909915,4.899631544962408,1.665458696561445,Iris-virginica
+13,5.10894771639316,3.072010498750508,1.5100232310060027,0.26153080983705285,Iris-setosa
+14,6.17936649410624,3.0540000101342897,4.8994948762223585,1.6654279259816052,Iris-versicolor
+15,6.179366488934671,3.0540000002480063,4.901280628348481,1.6656080027923381,Iris-virginica
+16,6.179366490361785,3.054003475344612,4.8994915925983245,0.26153081333996137,Iris-setosa
+17,5.10894771646496,3.0908827509394072,1.5100243190260296,0.2615308117055721,Iris-setosa
+18,6.17936648936283,3.054000003503085,4.905133659745447,1.6667351876571384,Iris-virginica
+19,6.179366489069126,3.054000000496438,4.903082606669069,1.6658655834511247,Iris-virginica
+20,6.17936648880692,3.054000000052983,4.899857146401329,1.6654482551518512,Iris-virginica
+21,5.108947716907091,3.0586387012514162,1.5100235098868473,0.2615308136150865,Iris-setosa
+22,6.179366499410911,3.0552672129751293,1.5100347792540256,0.2615314438042095,Iris-setosa
+23,6.1793664889871005,3.054000001023614,4.903202392912262,1.6660838305362653,Iris-virginica
+24,6.179366489258232,3.0540000021982543,4.903115004473389,1.6661566086226378,Iris-virginica
+25,6.179366490065667,3.054000001494814,4.899590028961133,1.6654398654181155,Iris-virginica
+26,6.179366488830672,3.0540000000666963,4.8999948311826795,1.665458997744985,Iris-virginica
+27,6.179366488916414,3.054000000319326,4.901285820642527,1.665626623931137,Iris-virginica
+28,6.179366489035684,3.05400000070406,4.903875036334263,1.6660574358875215,Iris-virginica
+29,5.108947716363777,3.0931956367641678,1.5100240867229637,0.2615308108989149,Iris-setosa
+30,5.108947716451314,3.0549392865759524,1.5100225169676358,0.261530808758612,Iris-setosa
+31,6.1793664892385705,3.0540000051226106,4.9204846034206255,1.671310682653454,Iris-virginica
+0,6.179366491035497,3.054205570381782,1.5100231611014265,0.26153082381364773,Iris-setosa
+1,5.10894771638459,3.058852528089582,1.5100226486076826,0.26153080881824525,Iris-setosa
+2,5.108947716844513,3.0540826068428926,1.5100224698750333,0.2615308089150009,Iris-setosa
+3,6.17936648905534,3.0540000012462367,4.905938849517229,1.6666056316305347,Iris-virginica
+4,5.108947716396769,3.1212181398390983,1.5100253073922936,0.26153081254329363,Iris-setosa
+5,5.108947716308727,3.0576665698643515,1.5100225448189997,0.2615308086494225,Iris-setosa
+6,6.179366489100243,3.054000000194412,4.899521905625382,1.6654294497084756,Iris-virginica
+7,5.108947716350338,3.0793379144388013,1.5100234395864356,0.2615308100202667,Iris-setosa
+8,5.108947716432632,3.087988757892057,1.5100239611460913,0.26153081078884577,Iris-setosa
+9,5.10894771652937,3.0822416667697854,1.5100239671452893,0.2615308109806292,Iris-setosa
+10,5.108947716271471,3.0669825744231303,1.510022854134955,0.26153080908040177,Iris-setosa
+11,5.108947716416956,3.0702287855227235,1.510023181376814,0.26153080972107035,Iris-setosa
+12,5.108947716300967,3.0627888893413115,1.5100227780348132,0.26153080911393406,Iris-setosa
+13,5.108947716627782,3.0639913958470557,1.5100234640695331,0.2615308114276229,Iris-setosa
+14,5.108947716472914,3.0661198888459693,1.5100232070850266,0.2615308102765062,Iris-setosa
+15,5.108947716268084,3.054098225041046,1.5100223966938842,0.2615308084259861,Iris-setosa
+16,6.179366490376323,3.0540004543083055,4.899491450557961,1.6654274811667844,Iris-setosa
+17,6.179366489200174,3.054000002150332,4.90654297693563,1.6668512386505268,Iris-virginica
+18,6.179366488979322,3.054000000901766,4.900956138110975,1.6656829530783264,Iris-virginica
+19,6.179366489226335,3.0540000033155037,4.914492282583536,1.6690264516311568,Iris-virginica
+20,5.108947716275908,3.0560199499468945,1.510022478515484,0.2615308085410387,Iris-setosa
+21,6.179366488878981,3.0540000003293257,4.901104334820599,1.6656181916331778,Iris-virginica
+22,5.108947716836756,3.070601277190737,1.51002433016524,0.2615308134391202,Iris-setosa
+23,6.179366488889033,3.0540000002397973,4.900999571543193,1.665582411316693,Iris-virginica
+24,6.1793664991349875,3.0540002255510705,4.900670526078956,1.6661805115740442,Iris-virginica
+25,6.179366489205678,3.0540000037175172,4.915135088977324,1.6693181025181008,Iris-virginica
+26,6.1793664918344735,3.0540000150483224,4.899494962877132,1.6654280900172267,Iris-versicolor
+27,5.1089477164325725,3.1210134234902234,1.5100255791466959,0.26153081356056246,Iris-setosa
+28,6.179366489089421,3.054000000496565,4.902957132157336,1.6658421332946067,Iris-virginica
+29,5.108947716813025,3.0627521914082143,1.5100236947043382,0.26153081244185267,Iris-setosa
+30,6.1793664892054,3.054000005131392,4.918184097842716,1.6707937424005035,Iris-virginica
+31,5.1089477163321755,3.0671398909520793,1.5100229529069273,0.26153080938593826,Iris-setosa
+0,6.17936648899134,3.0540000005817003,4.899926983562359,1.6654892150713678,Iris-virginica
+1,6.179366488988239,3.0540000004436685,4.902530119223809,1.66580529013108,Iris-virginica
+2,6.179366490496517,3.054000002388195,4.899492989864059,1.6654276537601238,Iris-versicolor
+3,5.1089477163071075,3.069136524952908,1.510023002475253,0.26153080936357537,Iris-setosa
+4,6.179366489378793,3.0540000089611348,4.914028145822384,1.6704552320856279,Iris-virginica
+5,6.179366488865678,3.054000000086404,4.899545863432798,1.6654304638726272,Iris-virginica
+6,6.179366500038415,3.0540005164032435,4.8995048868837845,1.6654318256272782,Iris-versicolor
+7,6.179366489394695,3.054000004052133,4.904467518709299,1.6666736908519186,Iris-virginica
+8,5.108947716474908,3.089870535170363,1.5100241644065728,0.2615308111768284,Iris-setosa
+9,6.179366491643312,3.0540000557062834,4.899491660420076,1.665427528168337,Iris-versicolor
+10,5.108947716457618,3.077321377906807,1.5100235526970105,0.2615308101603867,Iris-setosa
+11,5.108947716419387,3.1172431910206257,1.5100253695077341,0.2615308132161259,Iris-setosa
+12,6.1793664904884436,3.0540000036458435,4.899740106484985,1.6654746543568373,Iris-virginica
+13,5.108947716541754,3.054004847445552,4.899491315558749,0.2615308084426917,Iris-setosa
+14,6.179366490718329,3.054000026785838,4.89949135758163,1.6654274783150356,Iris-versicolor
+15,6.179366488979448,3.0540000001436685,4.900641373898109,1.6655130220867935,Iris-virginica
+16,5.10894771640956,3.095353578264604,1.51002426449463,0.2615308114374562,Iris-setosa
+17,5.108947716436549,3.092614767808483,1.5100242112299047,0.26153081139124507,Iris-setosa
+18,6.179366489004331,3.0540000003242964,4.901851272603091,1.665678561523581,Iris-virginica
+19,6.179366490721182,3.0540000042654,4.8995474301835875,1.6654371261742453,Iris-virginica
+20,6.179366488852788,3.054000000226309,4.900094541402377,1.6654874143424963,Iris-virginica
+21,6.179366489375189,3.0540000098879236,4.932718101567098,1.6766341643196987,Iris-virginica
+22,6.179366489119295,3.054000001161312,4.902835693447509,1.665979481910021,Iris-virginica
+23,6.179366490729116,3.0540000068318895,4.899748061838669,1.66549391474916,Iris-virginica
+24,5.108947716330435,3.054140468993555,1.5100224109095242,0.2615308084611324,Iris-setosa
+25,6.179366490738695,3.0540000052019303,4.899491654142275,1.665427513077409,Iris-versicolor
+26,6.179366489008509,3.0540000005105967,4.90270592947946,1.665830637366654,Iris-virginica
+27,5.108947716325434,3.092210737973794,1.510023890510807,0.2615308106765843,Iris-setosa
+28,5.108947716497433,3.0549475007470046,1.5100225413903954,0.26153080887267566,Iris-setosa
+29,6.179366488953798,3.0540000007266754,4.903442809610553,1.666042779648028,Iris-virginica
+30,5.108947716317481,3.0644922634695804,1.5100228096212729,0.2615308090099401,Iris-setosa
+31,6.179366527393245,3.0540396639403795,4.9042521321122745,1.67400175574539,Iris-virginica
+0,5.108947716278226,3.068608638185345,1.5100229400065859,0.2615308092620491,Iris-setosa
+1,5.108947716375577,3.06702315224299,1.5100230125893914,0.2615308095027479,Iris-setosa
+2,5.108947716362557,3.0936580033526933,1.5100240305237032,0.2615308109389711,Iris-setosa
+3,5.108947716375142,3.063849893478967,1.510022865879196,0.261530809206993,Iris-setosa
+4,5.10894771633136,3.089650698532493,1.5100237639573233,0.2615308105066732,Iris-setosa
+5,6.179366492568151,3.0540000124317204,4.899496220929357,1.6654282984171658,Iris-versicolor
+6,6.179366496563437,3.0540003508253566,4.901978255166505,1.6675949070989062,Iris-virginica
+7,6.179366489251404,3.054000005798836,4.925498932907705,1.672976423387074,Iris-virginica
+8,6.179366490742553,3.0540826159866867,1.5100227238760693,0.2615308148024044,Iris-setosa
+9,6.179366490046076,3.0540000635873907,4.899491330418411,1.6654274760516081,Iris-versicolor
+10,5.1089477163389825,3.093202350095206,1.5100239955774415,0.26153081068318396,Iris-setosa
+11,5.108947716308192,3.0630306376799235,1.510022766499067,0.26153080900464365,Iris-setosa
+12,5.108947716859533,3.0724868602998763,1.5100245102880152,0.26153081374438764,Iris-setosa
+13,5.108947716392482,3.06184521716514,1.5100228085412393,0.26153080914050253,Iris-setosa
+14,6.179366489343261,3.0540000043273503,4.908963756914449,1.6677811930945645,Iris-virginica
+15,6.17936649049843,3.0540000526286013,4.908375875885127,1.671150079436711,Iris-virginica
+16,6.179366488951462,3.054000000452767,4.902551104924714,1.665825543169267,Iris-virginica
+17,5.108947716502367,3.0544205837247382,1.5100224614090452,0.2615308085659215,Iris-setosa
+18,6.179366511521099,3.0540021874888956,4.901469887955022,1.6676367455097099,Iris-virginica
+19,5.108947716363739,3.1006399416882773,1.5100244149529864,0.26153081131097716,Iris-setosa
+20,5.108947716393836,3.0949571794105193,1.5100241324950678,0.26153081095353575,Iris-setosa
+21,5.10894771645204,3.0971224588876636,1.5100245394037153,0.26153081201726697,Iris-setosa
+22,5.108947716518928,3.1348669890240455,1.5100269908755675,0.26153081593675687,Iris-setosa
+23,5.108947716424164,3.067310362873014,1.510023105737397,0.26153080962779524,Iris-setosa
diff --git a/iris/lct_gan/2/6/test.csv b/iris/lct_gan/2/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/train.csv b/iris/lct_gan/2/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/6/val.csv b/iris/lct_gan/2/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/synth.csv b/iris/lct_gan/2/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..108fcef46cecf2459ccffbf3eaddd620643165be
--- /dev/null
+++ b/iris/lct_gan/2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716490282,3.079331141541037,1.5100240394302304,0.2615308118775931,Iris-setosa
+1,6.179366488849111,3.0540000001149132,4.899582160587412,1.6654337670014516,Iris-virginica
+2,6.179366489056726,3.0540000005009635,4.902914622570436,1.6658410648781163,Iris-virginica
+3,6.179366488939541,3.054000000481012,4.901722956497541,1.6657246781629607,Iris-virginica
+4,5.108947716442341,3.0656948818641756,1.5100231536240587,0.26153081005356393,Iris-setosa
+5,6.179366489005494,3.054000000397178,4.902248051806979,1.6657428295181416,Iris-virginica
+6,5.108947716421368,3.074267771791724,1.5100235055959188,0.26153081046872584,Iris-setosa
+7,6.179366489179753,3.054000003332412,4.909148936358875,1.6677965646704545,Iris-virginica
+8,5.1089477163187995,3.062737877684891,1.510022805046383,0.2615308091769766,Iris-setosa
+9,5.108947716459607,3.0540042832698253,4.899491311704131,0.26153080843553506,Iris-setosa
+10,6.179366489013037,3.054000001026367,4.904820795986462,1.6663377848468448,Iris-virginica
+11,5.108947716655981,3.0540107887182875,4.899491324972595,0.26153080845314913,Iris-setosa
+12,5.1089477163698955,3.1003972797248776,1.5100243218708451,0.2615308112625993,Iris-setosa
+13,5.108947716277299,3.0688053339550274,1.5100229283800701,0.2615308091749066,Iris-setosa
+14,5.108947716269254,3.072545494887344,1.5100230549858653,0.26153080938257667,Iris-setosa
+15,6.17936649134022,3.0541091293490936,1.510023116441413,0.2615308295352893,Iris-setosa
+16,6.179366505685271,3.0540010656838,4.8995654524344525,1.665461564648994,Iris-versicolor
+17,6.179366489460872,3.054000000431649,4.89950904986862,1.665428885426244,Iris-versicolor
+18,6.179366488867305,3.0540000002582435,4.900520691949994,1.6655367909954664,Iris-virginica
+19,5.108947716866289,3.110526582202642,1.5100282186732397,0.2615308227722695,Iris-setosa
+20,6.179366489182491,3.0540000039546285,4.912202410948902,1.6686872824645436,Iris-virginica
+21,5.10894771649786,3.062751987754407,1.5100233175698334,0.2615308111660371,Iris-setosa
+22,5.108947716396515,3.0886784890647196,1.510024008745891,0.2615308111638143,Iris-setosa
+23,6.179366489147178,3.0540000012724704,4.907142665206438,1.6667402289638817,Iris-virginica
+24,6.179366501195244,3.054001778450115,4.9008605070762945,1.6669716818868763,Iris-virginica
+25,6.179366489501837,3.0540000007480184,4.899535690450351,1.6654324351716339,Iris-virginica
+26,6.179366488897079,3.0540000000501144,4.899852257520363,1.6654452714217776,Iris-virginica
+27,5.108947716305138,3.081355867692933,1.5100234509457935,0.2615308100043988,Iris-setosa
+28,5.108947718156946,3.0628635642822077,1.5100276605216663,0.2615308494718562,Iris-setosa
+29,5.108947716383979,3.0540412512911277,4.899491331551701,0.2615308084605631,Iris-setosa
+30,6.179366489055636,3.0540000002657797,4.899634556192497,1.6654390736348257,Iris-virginica
+31,6.179366488851827,3.0540000001218335,4.90033991491431,1.665493886373011,Iris-virginica
+0,6.179366492661028,3.0540000177647366,4.899504482669396,1.6654301678825663,Iris-versicolor
+1,6.179366489946001,3.0540000072449307,4.901093292255311,1.6659265650632415,Iris-virginica
+2,6.179366489326618,3.0540000061019597,4.917767088429409,1.6705358375284438,Iris-virginica
+3,5.108947716483175,3.0873580814937682,1.510024354225246,0.2615308120177427,Iris-setosa
+4,5.1089477163370445,3.0683060263367654,1.5100230312423777,0.2615308094739442,Iris-setosa
+5,6.179366488933267,3.0540000000954644,4.900267378595794,1.6654784890400152,Iris-virginica
+6,6.179366488981036,3.0540000003753565,4.902199704064843,1.6657399047802528,Iris-virginica
+7,5.1089477164750985,3.0554361902944565,1.5100225290806442,0.26153080867407763,Iris-setosa
+8,5.10894771661418,3.0540274702504226,4.899491346390123,0.2615308085149155,Iris-setosa
+9,6.179366488901381,3.054000000108507,4.900225522833426,1.6654780794593318,Iris-virginica
+10,6.179366494302462,3.0540009807621464,4.960462197148255,1.7581148110206044,Iris-virginica
+11,5.108947716319081,3.0847552441646213,1.5100236796479802,0.26153081034574693,Iris-setosa
+12,5.108947716378648,3.089861548644259,1.5100240076713585,0.2615308110251105,Iris-setosa
+13,5.108947716423757,3.0553044526434525,1.510022558956909,0.2615308089111229,Iris-setosa
+14,5.108947716299155,3.0623144290974484,1.5100227201709426,0.26153080893588365,Iris-setosa
+15,5.108947716853614,3.0563029462310367,1.5100228588572766,0.261530809986261,Iris-setosa
+16,6.179366489514074,3.054000008264822,4.9075590273906196,1.6681204348551792,Iris-virginica
+17,5.1089477169890625,3.054021729897082,4.899491420867639,0.26153080896156145,Iris-setosa
+18,5.108947716550786,3.0755692500230243,1.5100240754327208,0.2615308122845614,Iris-setosa
+19,6.179366489211581,3.054000003845523,4.917060866088101,1.6699215560605243,Iris-virginica
+20,6.179366489987147,3.054000088140531,5.0134297341551575,1.739143287179907,Iris-virginica
+21,5.10894771642386,3.0737061493282605,1.5100232618759823,0.2615308097699241,Iris-setosa
+22,6.17936649157976,3.054003754887903,4.899491916800553,0.26153082584465104,Iris-setosa
+23,6.179366489385185,3.0540000150362148,4.952970441845298,1.685892109134597,Iris-virginica
+24,5.108947716394392,3.0725518379387324,1.5100232593490355,0.26153080978774607,Iris-setosa
+25,5.108947716443316,3.0703718438702965,1.5100232368667708,0.26153080977484555,Iris-setosa
+26,6.179366489051146,3.0540000003706,4.89968554017928,1.6654472421972544,Iris-virginica
+27,5.10894771627786,3.0601328911238648,1.5100226159377885,0.26153080874817153,Iris-setosa
+28,5.108947716805503,3.096673979395909,1.5100265231071512,0.2615308189215893,Iris-setosa
+29,6.179366489747067,3.0540000017109055,4.8995444658175185,1.66543591108977,Iris-virginica
+30,6.179366489018029,3.0540000008743386,4.90488618058924,1.6662869070554513,Iris-virginica
+31,6.179366496878415,3.0540018063948144,4.899500682863923,1.6654308727907836,Iris-setosa
+0,5.108947716586836,3.0620595229519836,1.5100231891754514,0.26153081040745435,Iris-setosa
+1,6.1793664954428555,3.0540007075377384,4.954507326489226,1.7333983316744186,Iris-virginica
+2,5.108947716368364,3.0564240697353897,1.510022550220006,0.26153080871876605,Iris-setosa
+3,5.108947716449998,3.1239176652343095,1.510025933313131,0.2615308139194887,Iris-setosa
+4,5.108947716309392,3.0593582423507377,1.5100226417681026,0.2615308088440181,Iris-setosa
+5,6.179366489887931,3.054000008424327,4.8994913306384165,1.6654274766547112,Iris-versicolor
+6,5.108947716575702,3.0550559747740675,1.5100225794575823,0.2615308089651569,Iris-setosa
+7,5.108947716605766,3.0689340479909575,1.5100239636934425,0.261530812719204,Iris-setosa
+8,5.108947716353704,3.0665098850819392,1.5100229469351851,0.2615308092204172,Iris-setosa
+9,6.179366498318446,3.0540005782200037,4.911530696550835,1.6776860000138447,Iris-virginica
+10,6.179366489060703,3.05400000013583,4.8995058295824965,1.6654282674184893,Iris-versicolor
+11,6.179366488864746,3.054000000275011,4.90095650823536,1.6655927108073083,Iris-virginica
+12,6.179366489271993,3.0540000009903134,4.899964792090785,1.6654954061187455,Iris-virginica
+13,5.108947716821013,3.0922223905133754,1.5100262190609615,0.2615308176969111,Iris-setosa
+14,6.179366488946326,3.0540000001896406,4.900860871826646,1.6655453497849044,Iris-virginica
+15,5.10894771627638,3.068973436086204,1.5100229338355506,0.26153080919880356,Iris-setosa
+16,6.179366488976406,3.0540000005851264,4.903096688592629,1.6659402872667137,Iris-virginica
+17,6.179366491307539,3.054011708011567,4.8994917483557385,0.2615308134160745,Iris-setosa
+18,6.179366494914117,3.0540266957257636,4.899497313322781,0.2615312167263988,Iris-setosa
+19,6.179366491406729,3.0540001792283205,4.918097872540244,1.6833893730227762,Iris-virginica
+20,6.179366489274865,3.0540000047785516,4.910575631807432,1.6683859551642555,Iris-virginica
+21,6.179366489082145,3.054000000958301,4.905436391789071,1.6663737455905203,Iris-virginica
+22,6.179366537788286,3.054022282378153,4.901652301823786,1.6680930650813937,Iris-virginica
+23,6.179366494983174,3.054010999700808,4.899493113719514,0.2615308641736886,Iris-setosa
+24,5.108947716395974,3.057480668953888,1.5100226024172378,0.26153080879138885,Iris-setosa
+25,6.179366492785552,3.0540000355286097,4.899503054794641,1.6654302474075122,Iris-versicolor
+26,5.108947716886048,3.055539255622529,1.5100229295655767,0.26153081112555354,Iris-setosa
+27,6.179366488967835,3.05400000041068,4.90195003562485,1.6657226827710312,Iris-virginica
+28,5.1089477164432076,3.0750681087155414,1.510023560351467,0.26153081053778976,Iris-setosa
+29,6.179366489228306,3.0540000041848145,4.91793574946092,1.6702854775385567,Iris-virginica
+30,6.179366490722283,3.0540000022493032,4.899492444732706,1.6654275842369932,Iris-versicolor
+31,5.108947716419484,3.085074956493365,1.5100239926134,0.2615308113741751,Iris-setosa
+0,6.179366488892096,3.054000000145554,4.900494401882004,1.665508257289786,Iris-virginica
+1,6.179366493898439,3.056615105257407,1.5100282830259644,0.26153091241366616,Iris-setosa
+2,6.1793664888099995,3.0540000001310545,4.900015896272725,1.6654714828426755,Iris-virginica
+3,6.179366489463175,3.0540000156028966,4.944001056193918,1.6824433214706658,Iris-virginica
+4,6.179366490393156,3.0540000178841007,4.903028934724777,1.666959943375668,Iris-virginica
+5,5.108947717209459,3.0550414539758743,1.5100233862442933,0.26153081900384145,Iris-setosa
+6,6.17936649310452,3.054000088697727,4.899491506875038,1.6654274895512113,Iris-versicolor
+7,6.179366488997977,3.054000001128773,4.903307555529258,1.666119547855533,Iris-virginica
+8,6.179366489074636,3.054000000460445,4.902690469262716,1.66579263912245,Iris-virginica
+9,6.179366494779297,3.0540266073252704,4.899496173585948,0.26153108759343324,Iris-setosa
+10,6.179366488986067,3.054000000865949,4.903460407520356,1.6660709769118638,Iris-virginica
+11,6.179366501196731,3.0540016670405827,4.946352655352264,1.7319000697882743,Iris-virginica
+12,6.179366488815209,3.0540000000947884,4.900006677996599,1.6654645906055556,Iris-virginica
+13,6.1793665302512775,3.0540143984260517,4.904913081245215,1.6737814231630548,Iris-virginica
+14,6.179366488971427,3.05400000047489,4.900750569776558,1.6655832071870598,Iris-virginica
+15,6.17936648907653,3.0540000014923665,4.904884711426024,1.666444364668076,Iris-virginica
+16,5.108947716577481,3.0552639927496115,1.5100226538693713,0.26153080942408713,Iris-setosa
+17,5.108947716297734,3.0548101913934693,1.5100224388515704,0.2615308084826015,Iris-setosa
+18,6.179366489423266,3.05400000776851,4.914953791344299,1.670214724080532,Iris-virginica
+19,5.10894771715738,3.054145994813608,1.510022699311929,0.2615308117558642,Iris-setosa
+20,6.17936649249125,3.054000028308432,4.899677262322481,1.6654864412311223,Iris-virginica
+21,6.179366490953129,3.054000167470078,4.997638293997162,1.7427223052197758,Iris-virginica
+22,6.179366493503031,3.054000050844749,4.899642193549926,1.6654819323483614,Iris-virginica
+23,5.108947716367889,3.1088449781029013,1.510024683407675,0.26153081167298287,Iris-setosa
diff --git a/iris/lct_gan/2/7/test.csv b/iris/lct_gan/2/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/train.csv b/iris/lct_gan/2/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/7/val.csv b/iris/lct_gan/2/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/synth.csv b/iris/lct_gan/2/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4c626aa5900ec2a6c8f1055ca2cfd563570cb0b
--- /dev/null
+++ b/iris/lct_gan/2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716286987,3.077328709443869,1.5100232540746943,0.261530809661384,Iris-setosa
+1,6.179366500630008,3.0540296987012683,4.899515523692703,0.26153550850249974,Iris-setosa
+2,6.179366498801108,3.054013795509471,4.8994967285103135,0.2615311574451787,Iris-setosa
+3,6.179366488996622,3.054000000245829,4.901287761352808,1.6655952859061811,Iris-virginica
+4,5.108947716320663,3.0637586525485303,1.5100228012526122,0.2615308090175208,Iris-setosa
+5,6.179366493242973,3.054221557180498,1.510024187588189,0.2615308574893724,Iris-setosa
+6,5.10894771632337,3.0660500758378633,1.5100229039026736,0.2615308092398826,Iris-setosa
+7,5.108947716388183,3.063923946189061,1.5100228974404755,0.2615308092396688,Iris-setosa
+8,6.179366488980424,3.054000000410811,4.902202652943923,1.6657473597610757,Iris-virginica
+9,6.179366492025791,3.054000021836168,4.899543405972496,1.6654412388543103,Iris-virginica
+10,6.179366492473918,3.0549090715553073,1.5100248582639106,0.26153085314684,Iris-setosa
+11,5.10894771648376,3.1238321660533086,1.5100260383766646,0.26153081424570285,Iris-setosa
+12,5.108947716756611,3.1135176303758834,1.5100273236223676,0.26153081862186844,Iris-setosa
+13,6.1793665131060616,3.0540022354672853,4.911960086957052,1.6815732277139528,Iris-virginica
+14,6.179366488838195,3.054000000139212,4.8998246066003714,1.6654540897433734,Iris-virginica
+15,6.179366492108556,3.054000102979514,4.899492272085944,1.6654276571966962,Iris-versicolor
+16,5.1089477165515556,3.1109340379290455,1.5100258576779648,0.2615308149885124,Iris-setosa
+17,6.179366488992908,3.0540000011546358,4.902909284493501,1.6660568019644824,Iris-virginica
+18,5.108947716304091,3.05467117045244,1.5100224352433709,0.26153080847714716,Iris-setosa
+19,6.17936650037175,3.054007670904524,4.899568832445419,1.6654776391001171,Iris-setosa
+20,6.179366490229289,3.0540000180676006,4.899491369629958,1.665427480217129,Iris-versicolor
+21,6.179366488783137,3.054000000077493,4.899838957054645,1.6654513863145939,Iris-virginica
+22,6.179366489026078,3.054000000898194,4.904068031773898,1.666156544746034,Iris-virginica
+23,6.17936648913868,3.0540000015365445,4.90770255513941,1.6669414491361798,Iris-virginica
+24,5.108947716372369,3.060752339194257,1.5100227222727474,0.2615308089506348,Iris-setosa
+25,5.1089477170490145,3.056168013106905,1.510023625459455,0.261530818141464,Iris-setosa
+26,6.179366491422291,3.0540002171506466,4.9418998565396235,1.7071783865125467,Iris-virginica
+27,5.108947716824606,3.1272359311438005,1.5100290920698263,0.26153082314725423,Iris-setosa
+28,6.179366492281706,3.054000106684422,4.90650242896889,1.6705732156903892,Iris-virginica
+29,5.108947716397775,3.0712899554812654,1.5100231956725572,0.2615308096032109,Iris-setosa
+30,5.108947716394833,3.0944296564829594,1.510024222628371,0.2615308112839797,Iris-setosa
+31,5.108947716466294,3.0541575845792175,1.5100224363704835,0.2615308085749919,Iris-setosa
+0,6.179366489211549,3.0540000018708584,4.908918330497254,1.6672553488610715,Iris-virginica
+1,6.179366492338302,3.0540002964261626,4.9755244070638565,1.7363114816438814,Iris-virginica
+2,6.179366489432461,3.0540000161623007,4.95230009381983,1.6858823048660876,Iris-virginica
+3,5.108947716412603,3.1027495729638233,1.5100246160300956,0.26153081205679146,Iris-setosa
+4,5.108947716415021,3.1020140720066487,1.5100246579285619,0.2615308117958665,Iris-setosa
+5,6.179366488908607,3.0540000003709884,4.900261997086893,1.6655180413132864,Iris-virginica
+6,6.179366488882515,3.0540000000854484,4.900149421576102,1.6654702049091403,Iris-virginica
+7,5.108947716381297,3.091081378602914,1.5100240411633055,0.26153081131042255,Iris-setosa
+8,6.179366495903505,3.0540000605778035,4.899506478191772,1.6654308841539083,Iris-versicolor
+9,6.179366489054756,3.054000001044058,4.905521724415624,1.6664315486661274,Iris-virginica
+10,5.108947716283259,3.065817469381817,1.5100228386716088,0.2615308090670028,Iris-setosa
+11,6.179366489009089,3.0540000002144287,4.901153588136337,1.6655735390068134,Iris-virginica
+12,6.179366489116225,3.0540000013396384,4.9066572136580735,1.6667105147708978,Iris-virginica
+13,5.108947716349583,3.0672838814384225,1.510022959431089,0.2615308092383812,Iris-setosa
+14,6.1793664899375385,3.0540000008304418,4.8994966223750485,1.6654279254783875,Iris-versicolor
+15,6.179366490864777,3.0540001000845365,4.938346721845886,1.6930579918917936,Iris-virginica
+16,6.179366488873336,3.0540000001033567,4.900226196590739,1.66548004323795,Iris-virginica
+17,5.108947716369407,3.0944182164516985,1.510024087163659,0.26153081109339926,Iris-setosa
+18,6.17936648928153,3.0540000069372004,4.922080740796703,1.6723027649199516,Iris-virginica
+19,5.108947716450263,3.064359606760338,1.5100231936816764,0.26153081032391,Iris-setosa
+20,6.179366489199897,3.0540000030257004,4.91261548383337,1.6684699142052393,Iris-virginica
+21,5.108947716441465,3.1298140627707625,1.510026143156937,0.2615308140425906,Iris-setosa
+22,6.179366488948294,3.0540000001974934,4.899605582588361,1.6654365731077776,Iris-virginica
+23,5.108947716577752,3.081803429535121,1.5100243832565279,0.2615308125074748,Iris-setosa
+24,5.1089477168937485,3.054984461196299,1.5100227556919037,0.2615308101289802,Iris-setosa
+25,5.108947716482514,3.1076694464696293,1.5100251668216766,0.2615308132955516,Iris-setosa
+26,6.179366489891185,3.0540000241389684,4.914062978943543,1.6719840413644471,Iris-virginica
+27,6.179366489168347,3.054000001174706,4.9011566968685045,1.6656944928736512,Iris-virginica
+28,5.108947716370219,3.067306012087131,1.5100230243231805,0.26153080940192364,Iris-setosa
+29,5.108947716373492,3.06067330743031,1.5100227372805948,0.2615308089926678,Iris-setosa
+30,6.179366492639715,3.054000033810003,4.899492278711789,1.6654276211714047,Iris-versicolor
+31,5.108947716617671,3.054524622772577,1.5100225123833062,0.2615308087986112,Iris-setosa
+0,5.108947716453167,3.0606455119054403,1.51002279955657,0.261530809153156,Iris-setosa
+1,5.108947716551436,3.12700896581772,1.5100268081860369,0.2615308158301842,Iris-setosa
+2,6.1793664887965605,3.0540000001354435,4.899924003416171,1.6654651555604703,Iris-virginica
+3,6.179366490808968,3.0540000032271686,4.899503172783697,1.6654290247784533,Iris-versicolor
+4,6.179366491737956,3.0540000184968377,4.89949144552535,1.6654274872333386,Iris-versicolor
+5,5.108947716743408,3.11858525190152,1.5100277112994536,0.26153081947486834,Iris-setosa
+6,6.179366493703938,3.0540000432495944,4.899498034010908,1.6654289957698472,Iris-versicolor
+7,5.108947716524809,3.058032302721326,1.510022831250003,0.26153080965648706,Iris-setosa
+8,5.108947716374672,3.054027828323673,4.899491322382914,0.26153080843923726,Iris-setosa
+9,6.179366490888031,3.054005575282777,4.899491625839641,0.261530812241995,Iris-setosa
+10,6.179366535727877,3.054140111668662,4.900768328321126,0.26233069414776133,Iris-setosa
+11,6.1793664890593,3.054000000939341,4.905247554483901,1.6663578697310193,Iris-virginica
+12,6.179366492679489,3.054000028378388,4.899771360743702,1.6655253299944557,Iris-virginica
+13,6.179366493341811,3.0540000469842568,4.899493271606002,1.665427806664515,Iris-versicolor
+14,5.108947718313357,3.0545620796783357,1.5100235127805735,0.26153082172962366,Iris-setosa
+15,5.108947716299932,3.0541143832576068,1.5100224012170036,0.26153080843184057,Iris-setosa
+16,5.108947716513784,3.067859807160785,1.5100233102328458,0.26153081014821794,Iris-setosa
+17,6.179366517587268,3.0542318694687385,1.5101557864344957,0.2616452223362349,Iris-setosa
+18,5.108947718220121,3.0549402513154305,1.5100240744865159,0.2615308285612858,Iris-setosa
+19,6.179366492706985,3.05400000997428,4.899494155414957,1.6654278723107698,Iris-versicolor
+20,6.179366488953824,3.0540000003320156,4.900147759436207,1.6654960422529959,Iris-virginica
+21,5.108947716592566,3.054659618079541,1.5100225209582243,0.2615308087927511,Iris-setosa
+22,6.179366494649711,3.0540031151874385,4.899492857925987,0.261530878827699,Iris-setosa
+23,5.1089477163060435,3.0591165849721262,1.5100225944898475,0.2615308087140043,Iris-setosa
+24,6.179366489227844,3.054000003884698,4.9091002198602895,1.6678807015259585,Iris-virginica
+25,6.179366489161419,3.0540000016446527,4.908673222169477,1.6671682050641483,Iris-virginica
+26,6.179366501022338,3.0540007423812585,4.912843521102107,1.6789103386313302,Iris-virginica
+27,6.179366490545248,3.054000002661877,4.899496048746525,1.665428042497194,Iris-versicolor
+28,6.179366488948967,3.054000000376439,4.901585358164858,1.6656710299214208,Iris-virginica
+29,5.108947716399872,3.054009682209906,4.8994913124455515,0.26153080843169724,Iris-setosa
+30,6.179366492852698,3.0540000337869886,4.899492637092593,1.665427693471792,Iris-versicolor
+31,6.179366490009961,3.054000029254878,4.913109449415119,1.6722633321030667,Iris-virginica
+0,6.179366488953256,3.0540000002500824,4.901227111958048,1.665595372672326,Iris-virginica
+1,6.17936648909751,3.054000001340208,4.905950987799216,1.6665883595600004,Iris-virginica
+2,5.108947716475369,3.055766645059675,1.5100225558436353,0.2615308087273557,Iris-setosa
+3,6.1793664891206115,3.054000001055954,4.901604525097201,1.6657625077178735,Iris-virginica
+4,6.1793664892846465,3.0540000108543333,4.93935469522532,1.679841715591531,Iris-virginica
+5,6.1793664892423426,3.0540000057675534,4.911656280106606,1.6690487636829825,Iris-virginica
+6,5.108947716434155,3.0833846266731864,1.5100237818557962,0.26153081067267697,Iris-setosa
+7,6.179366489837653,3.05400000929441,4.899491321063416,1.6654274759969352,Iris-versicolor
+8,5.108947716366851,3.0788841496075268,1.510023508346614,0.26153081022542524,Iris-setosa
+9,6.179366489499287,3.0540000040107187,4.904232301730993,1.6665783038633903,Iris-virginica
+10,6.17936649385622,3.0540000276801593,4.89951148447401,1.665431737414606,Iris-versicolor
+11,5.1089477166303325,3.054053626397989,4.899491445180182,0.2615308090342968,Iris-setosa
+12,5.108947716383652,3.110231015326874,1.5100248058327654,0.26153081208398404,Iris-setosa
+13,5.108947716405798,3.0793486783072237,1.5100237021412475,0.26153081093012237,Iris-setosa
+14,5.108947717000733,3.0553906242643714,1.510022970744687,0.2615308115402552,Iris-setosa
+15,6.179366488958538,3.0540000002158254,4.900950871264419,1.6655578737795214,Iris-virginica
+16,6.179366489303775,3.0540000045977767,4.90707925551234,1.6675232347965825,Iris-virginica
+17,6.179366488961846,3.0540000001399985,4.900619956417991,1.665512560128442,Iris-virginica
+18,5.108947716783247,3.054969696798369,1.5100226314613474,0.26153080915373533,Iris-setosa
+19,6.179366489424911,3.0540000013364557,4.899593222725176,1.6654447813007514,Iris-virginica
+20,5.108947716358066,3.0645601502185533,1.5100229212715819,0.2615308093798056,Iris-setosa
+21,6.179366489382878,3.0540000078437144,4.9383558580947104,1.677622848126567,Iris-virginica
+22,6.179366488869168,3.054000000056414,4.899915472430152,1.6654507333493298,Iris-virginica
+23,5.1089477163350425,3.0546782174879503,1.5100224482086888,0.2615308085231781,Iris-setosa
diff --git a/iris/lct_gan/2/8/test.csv b/iris/lct_gan/2/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/train.csv b/iris/lct_gan/2/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/8/val.csv b/iris/lct_gan/2/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/synth.csv b/iris/lct_gan/2/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7431f13d1985f9424a1e8e8fc04772324f8321ca
--- /dev/null
+++ b/iris/lct_gan/2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716406617,3.0541744035889926,1.5100224272963638,0.2615308085126779,Iris-setosa
+1,6.17936649063865,3.0548612208595363,1.510023597610929,0.2615308251410793,Iris-setosa
+2,5.108947716386663,3.0846701023839778,1.510023740616773,0.2615308105132061,Iris-setosa
+3,6.179366503322496,3.054004312625556,4.899506980111291,1.6654336396544824,Iris-setosa
+4,6.179366489410057,3.054000010334427,4.93207365834023,1.6766345362619983,Iris-virginica
+5,5.108947716657286,3.0563571410850106,1.5100228711819936,0.26153081025733504,Iris-setosa
+6,6.179366490118879,3.054000000905042,4.899493949760252,1.6654276893895195,Iris-versicolor
+7,5.108947717902307,3.0612753479299153,1.5100264380699508,0.26153083895819995,Iris-setosa
+8,6.17936648988866,3.054000005523439,4.900702457612535,1.6657603348937655,Iris-virginica
+9,6.179366489239535,3.0540000033838055,4.906292247563594,1.6670601695904472,Iris-virginica
+10,5.108947716314805,3.0755708856931285,1.510023197714349,0.26153080963531666,Iris-setosa
+11,5.10894771656186,3.0540193609971777,4.8994913733717915,0.2615308087111158,Iris-setosa
+12,5.108947716289173,3.0548445549548626,1.510022440024393,0.261530808492337,Iris-setosa
+13,6.1793664889070525,3.054000000084816,4.900112832953419,1.665465946865036,Iris-virginica
+14,5.108947716428289,3.057548739232774,1.510022593271509,0.26153080872984785,Iris-setosa
+15,6.179366495111061,3.0540001618952166,4.899496498597455,1.6654286717050304,Iris-versicolor
+16,5.10894771789145,3.0680815241753105,1.5100268164162178,0.26153082910996717,Iris-setosa
+17,6.179366489316217,3.0540000011931796,4.900389799141653,1.665562135337986,Iris-virginica
+18,5.108947717544903,3.0543663498304103,1.5100228852951474,0.2615308126579801,Iris-setosa
+19,6.1793664911721775,3.054000309047077,4.89949197299108,1.6654275851071696,Iris-versicolor
+20,5.108947716318357,3.0807919108577653,1.5100234772834924,0.2615308099778876,Iris-setosa
+21,6.17936648879384,3.05400000011139,4.899915317951099,1.6654612571982317,Iris-virginica
+22,5.108947716367262,3.108268726373456,1.510024690945706,0.2615308118038347,Iris-setosa
+23,6.179366492337224,3.0540005470928695,5.04625236779209,1.8286114298367022,Iris-virginica
+24,6.179366491273166,3.054000047826024,4.910465103363943,1.6710467178136,Iris-virginica
+25,6.179366489121839,3.0540000013316875,4.906072983063558,1.6665869553962533,Iris-virginica
+26,5.108947716739088,3.054010354209614,4.899491352603671,0.26153080859126787,Iris-setosa
+27,6.179366490840815,3.0540000228627715,4.899491545349763,1.6654275063450128,Iris-versicolor
+28,6.1793664890285065,3.0540000002965293,4.901863153908538,1.6656681425256008,Iris-virginica
+29,5.108947716315449,3.054021646524418,4.899491307099648,0.26153080841361065,Iris-setosa
+30,6.179366490278491,3.0541778664206296,1.5100231761297285,0.26153082869003463,Iris-setosa
+31,6.179366488831799,3.0540000001304195,4.9001912059615265,1.6654841480138904,Iris-virginica
+0,6.179366495364266,3.0540000300289427,4.899507055477539,1.6654307003877964,Iris-versicolor
+1,6.179366488937083,3.0540000004147343,4.901744016653246,1.6657078105592853,Iris-virginica
+2,6.179366489075179,3.0540000004214236,4.902554471024261,1.6657734572791052,Iris-virginica
+3,5.108947716430056,3.0619628614494596,1.510022869109245,0.2615308092888871,Iris-setosa
+4,6.179366492975128,3.054000041851838,4.899496282349452,1.6654285169285075,Iris-versicolor
+5,6.179366488910533,3.054000000237094,4.900942428754544,1.665569663218684,Iris-virginica
+6,6.179366489055919,3.0540000006694292,4.903514884592668,1.6659703517359505,Iris-virginica
+7,6.179366490101604,3.0540029997521443,4.89949154522691,0.26153081226457425,Iris-setosa
+8,5.108947716743804,3.0540084847533158,4.899491332993462,0.2615308084874679,Iris-setosa
+9,5.108947716730195,3.0719767646645195,1.5100243978482852,0.2615308138466123,Iris-setosa
+10,5.108947716743008,3.0551756461382293,1.5100227550716694,0.2615308098625583,Iris-setosa
+11,6.179366489003576,3.0540000004608356,4.902575210496694,1.6658030084414595,Iris-virginica
+12,6.179366490713653,3.0540000158593106,4.9010842069132465,1.6660561330698946,Iris-virginica
+13,5.108947716290865,3.06871866275844,1.5100229560086484,0.26153080920306393,Iris-setosa
+14,6.179366489931691,3.0540008184976277,4.899491461971188,0.2615308112777835,Iris-setosa
+15,6.17936649039268,3.054000001403514,4.899532147010733,1.6654318729484732,Iris-versicolor
+16,5.108947716458931,3.1192317408507573,1.5100258146770604,0.26153081426965374,Iris-setosa
+17,5.108947716368293,3.1050268378862937,1.5100246130792572,0.26153081162940556,Iris-setosa
+18,5.108947716433979,3.0898903403018814,1.510024104624237,0.26153081136820877,Iris-setosa
+19,5.108947716763409,3.0544956139278283,1.5100226415304512,0.2615308097770105,Iris-setosa
+20,6.179366488925242,3.0540000001645478,4.8995622212475896,1.6654327958268789,Iris-virginica
+21,6.179366489440738,3.054000019247099,4.9531930323839,1.6876362575072477,Iris-virginica
+22,5.108947716348401,3.070081399732985,1.5100230686980822,0.26153080947399326,Iris-setosa
+23,5.10894771642274,3.1180300900129856,1.5100253741921477,0.2615308129598456,Iris-setosa
+24,6.17936648886238,3.0540000001246286,4.8995834703677685,1.6654340162991903,Iris-virginica
+25,6.179366492281804,3.0540014851094774,4.899491626656695,0.26153081388032245,Iris-setosa
+26,6.17936648901328,3.054000000917128,4.904642691897633,1.666262583374906,Iris-virginica
+27,5.108947716740364,3.056859188973918,1.510022962180884,0.26153081061825617,Iris-setosa
+28,6.179366491232711,3.05400000519951,4.8995487385471534,1.6654373137830933,Iris-virginica
+29,5.108947716354528,3.1040893187919516,1.5100245122964497,0.2615308114877095,Iris-setosa
+30,6.179366488960802,3.0540000001449976,4.900578263684276,1.6655100107548135,Iris-virginica
+31,5.108947716848804,3.05521471456542,1.5100226574760767,0.26153080926859307,Iris-setosa
+0,6.179366488953927,3.0540000001032546,4.900300544496154,1.6654796727772256,Iris-virginica
+1,5.10894771631514,3.059374535057797,1.5100226168070765,0.2615308087497847,Iris-setosa
+2,6.179366489727127,3.054000043971332,4.9748803546758325,1.705511944716632,Iris-virginica
+3,5.10894771661937,3.0574996546404423,1.5100229482247642,0.2615308103526015,Iris-setosa
+4,5.108947716534783,3.0581995556241766,1.510022828528214,0.26153080949145685,Iris-setosa
+5,6.179366489915278,3.0540000611850027,4.899491330286434,1.665427476149653,Iris-versicolor
+6,5.108947716385649,3.0920195545411557,1.510024025027414,0.2615308111483424,Iris-setosa
+7,6.179366489279279,3.0540000085684893,4.932856539812458,1.6764544762215423,Iris-virginica
+8,6.1793664929866505,3.0540000413014923,4.899509894036249,1.6654321099292235,Iris-versicolor
+9,5.108947716346377,3.0699482986881628,1.5100230307609235,0.26153080935010325,Iris-setosa
+10,5.108947716327352,3.058754914726872,1.5100226094487095,0.2615308087697534,Iris-setosa
+11,5.1089477162850025,3.054493076355105,1.5100224232831547,0.2615308084656841,Iris-setosa
+12,6.179366489011262,3.054000000464372,4.902871108527707,1.6658525689117192,Iris-virginica
+13,5.108947716452965,3.0836100625833227,1.5100240846871231,0.2615308117678236,Iris-setosa
+14,6.179366509993604,3.054082688187445,4.899531247073759,0.2615369487049873,Iris-setosa
+15,5.108947716430891,3.0723102369070245,1.5100233043034628,0.2615308098863157,Iris-setosa
+16,5.108947716453312,3.054929848771525,1.5100224828211284,0.2615308085771996,Iris-setosa
+17,6.179366488933978,3.0540000001188092,4.900373419378818,1.6654898367530906,Iris-virginica
+18,6.179366489367687,3.0540000014971307,4.900207238317484,1.6655509216294098,Iris-virginica
+19,6.179366489227374,3.054000003498265,4.916367746228209,1.6695908422598373,Iris-virginica
+20,5.108947716325884,3.0873312410489078,1.510023728421534,0.26153081052274013,Iris-setosa
+21,5.108947716893022,3.0614243524856875,1.5100238856277504,0.26153081441150394,Iris-setosa
+22,6.179366490507852,3.0540000021480855,4.899516342493975,1.6654305259550115,Iris-versicolor
+23,6.17936648979549,3.054000012921792,4.905535397912591,1.6678305449845174,Iris-virginica
+24,6.179366489517963,3.0540000171244053,4.9215705929234455,1.6748688780420211,Iris-virginica
+25,5.108947716567534,3.0565661864859623,1.5100227199610972,0.2615308093010598,Iris-setosa
+26,6.1793664890470765,3.0540000014769366,4.903681462843978,1.6662449176450465,Iris-virginica
+27,6.1793664978781075,3.0544457351460204,1.5100286559414564,0.26153113437066866,Iris-setosa
+28,6.179366491056598,3.0541740988251953,1.510023049143151,0.2615308215652276,Iris-setosa
+29,6.179366491056672,3.054000003239009,4.8995086200649745,1.6654296722155897,Iris-versicolor
+30,6.179366496777932,3.0578778417729353,1.5100409359286138,0.26153153683622726,Iris-setosa
+31,6.1793664904313905,3.0540001282167917,4.975018217606413,1.7261185530072725,Iris-virginica
+0,5.108947716616703,3.06979036958788,1.51002367123576,0.2615308111240796,Iris-setosa
+1,5.108947716676231,3.054035337460388,4.8994914134823615,0.2615308089507778,Iris-setosa
+2,5.108947716401132,3.1230785278329507,1.510025511520063,0.2615308130741191,Iris-setosa
+3,6.179366488967541,3.0540000008520867,4.902603071834549,1.6659395954316059,Iris-virginica
+4,5.108947716315275,3.0840418118745623,1.5100235583922428,0.2615308102850352,Iris-setosa
+5,5.108947716293455,3.0571302489715735,1.5100225156710676,0.2615308086038495,Iris-setosa
+6,6.179366490665228,3.0540000873037694,4.940836953105658,1.6927337218283136,Iris-virginica
+7,6.179366489111045,3.054000002126845,4.910098372241243,1.6677299458078603,Iris-virginica
+8,6.179366490300655,3.054000011796457,4.9024879957856875,1.6664961513118977,Iris-virginica
+9,5.108947716994088,3.0749153780195564,1.5100256580423674,0.2615308187190557,Iris-setosa
+10,6.179366488832478,3.054000000293662,4.900314278719706,1.665526134499379,Iris-virginica
+11,6.179366488975192,3.054000000269196,4.9014459854238215,1.6656219731357695,Iris-virginica
+12,5.108947716378142,3.095083048732794,1.5100241601672557,0.2615308111624459,Iris-setosa
+13,6.1793665603262395,3.054898973888396,1.5105170532394143,0.26208449493503666,Iris-setosa
+14,6.1793664983346055,3.0540003442655617,4.905352266854548,1.670075974105212,Iris-virginica
+15,6.1793664892506746,3.0540000028117817,4.904999695823176,1.666675037205555,Iris-virginica
+16,6.1793664890269095,3.054000000782357,4.902460952473534,1.6658696577894558,Iris-virginica
+17,6.179366489297864,3.054000005088042,4.905214448088756,1.667155297402077,Iris-virginica
+18,5.108947716305714,3.0789697469931303,1.510023372553831,0.261530809830685,Iris-setosa
+19,5.10894771637164,3.054982503845749,1.510022493135879,0.2615308086765861,Iris-setosa
+20,6.179366489100477,3.0540000008564827,4.905139655213318,1.666272665937414,Iris-virginica
+21,6.179366489147468,3.054000001072327,4.900386180267084,1.665574825791566,Iris-virginica
+22,5.108947717380194,3.0543341854081536,1.5100226665350367,0.26153080994114103,Iris-setosa
+23,6.179366532524317,3.05400323124787,4.900290235339957,1.666020720400734,Iris-virginica
diff --git a/iris/lct_gan/2/9/test.csv b/iris/lct_gan/2/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/train.csv b/iris/lct_gan/2/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/9/val.csv b/iris/lct_gan/2/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/ae_state.json b/iris/lct_gan/2/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e093055204fdd4b8c30686b12824858d31ce6200
--- /dev/null
+++ b/iris/lct_gan/2/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4be3c2b01f12eb535ca3a9bb326aae753684a7e2c9aef913b047c459eecc745b
+size 93711
diff --git a/iris/lct_gan/2/d_state.json b/iris/lct_gan/2/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a1bf6713f3e7b6e94041841200a901bcfb2514d
--- /dev/null
+++ b/iris/lct_gan/2/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6caa8ea7afebec4959731b0bbf5d26b9f9966c051ca7fecdded486f5144e75a6
+size 10583
diff --git a/iris/lct_gan/2/g_state.json b/iris/lct_gan/2/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..113d17d779ee5f9cab14750f9835e845d65bf62b
--- /dev/null
+++ b/iris/lct_gan/2/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29347521789bb0d63db77897f5686fbe697583d1f4c7ef75a8fad8045fab0151
+size 17988
diff --git a/iris/lct_gan/2/lct_gan_eval.ipynb b/iris/lct_gan/2/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..844d4172ef0db72ade93ec4e902fef61c3089a02
--- /dev/null
+++ b/iris/lct_gan/2/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ce9e0a43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:54.707605Z",
+     "iopub.status.busy": "2024-07-25T10:03:54.707260Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.754144Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.753006Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.058928,
+     "end_time": "2024-07-25T10:04:07.756514",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:54.697586",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 96%\r",
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "860e78eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.780592Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.779862Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.788742Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.787880Z"
+    },
+    "papermill": {
+     "duration": 0.023129,
+     "end_time": "2024-07-25T10:04:07.790779",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.767650",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bcce7535",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009882,
+     "end_time": "2024-07-25T10:04:07.810800",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.800918",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "935abe87",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.831890Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.831631Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.835713Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.834902Z"
+    },
+    "papermill": {
+     "duration": 0.016881,
+     "end_time": "2024-07-25T10:04:07.837559",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.820678",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "cafee9c0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.859689Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.859436Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.866228Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.865435Z"
+    },
+    "papermill": {
+     "duration": 0.019911,
+     "end_time": "2024-07-25T10:04:07.868461",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.848550",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "df71efdb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.891314Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.891039Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.895913Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.895095Z"
+    },
+    "papermill": {
+     "duration": 0.018633,
+     "end_time": "2024-07-25T10:04:07.897743",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.879110",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 2\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/2\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "64562967",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.919312Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.918608Z",
+     "iopub.status.idle": "2024-07-25T10:04:07.924043Z",
+     "shell.execute_reply": "2024-07-25T10:04:07.923222Z"
+    },
+    "papermill": {
+     "duration": 0.018199,
+     "end_time": "2024-07-25T10:04:07.925898",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.907699",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "56de4d5c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:07.947990Z",
+     "iopub.status.busy": "2024-07-25T10:04:07.947754Z",
+     "iopub.status.idle": "2024-07-25T10:04:08.940895Z",
+     "shell.execute_reply": "2024-07-25T10:04:08.939974Z"
+    },
+    "papermill": {
+     "duration": 1.006746,
+     "end_time": "2024-07-25T10:04:08.943304",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:07.936558",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "fbfdf087",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:08.966345Z",
+     "iopub.status.busy": "2024-07-25T10:04:08.966018Z",
+     "iopub.status.idle": "2024-07-25T10:04:09.975710Z",
+     "shell.execute_reply": "2024-07-25T10:04:09.974605Z"
+    },
+    "papermill": {
+     "duration": 1.023794,
+     "end_time": "2024-07-25T10:04:09.977901",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:08.954107",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "74003528",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.003163Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.002840Z",
+     "iopub.status.idle": "2024-07-25T10:04:10.012271Z",
+     "shell.execute_reply": "2024-07-25T10:04:10.011465Z"
+    },
+    "papermill": {
+     "duration": 0.024346,
+     "end_time": "2024-07-25T10:04:10.014226",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:09.989880",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/2\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "0febee78",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.037370Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.037032Z",
+     "iopub.status.idle": "2024-07-25T10:04:10.388957Z",
+     "shell.execute_reply": "2024-07-25T10:04:10.388158Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.366252,
+     "end_time": "2024-07-25T10:04:10.391265",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:10.025013",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "a35d02c3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:10.416684Z",
+     "iopub.status.busy": "2024-07-25T10:04:10.416393Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.011971Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.011138Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.610837,
+     "end_time": "2024-07-25T10:04:12.014431",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:10.403594",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "094ad2c5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.039233Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.038342Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.046341Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.045623Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022156,
+     "end_time": "2024-07-25T10:04:12.048236",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.026080",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "4615bc43",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.074031Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.073756Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.078802Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.077922Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.020453,
+     "end_time": "2024-07-25T10:04:12.080800",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.060347",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "28817bdd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.104176Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.103906Z",
+     "iopub.status.idle": "2024-07-25T10:04:12.218592Z",
+     "shell.execute_reply": "2024-07-25T10:04:12.217694Z"
+    },
+    "papermill": {
+     "duration": 0.129119,
+     "end_time": "2024-07-25T10:04:12.220862",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.091743",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "2536c108",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:12.247324Z",
+     "iopub.status.busy": "2024-07-25T10:04:12.246910Z",
+     "iopub.status.idle": "2024-07-25T10:04:16.529198Z",
+     "shell.execute_reply": "2024-07-25T10:04:16.528209Z"
+    },
+    "papermill": {
+     "duration": 4.298246,
+     "end_time": "2024-07-25T10:04:16.531402",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:12.233156",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:04:13.976420: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:04:13.976484: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:04:13.978110: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "d982414d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:16.558717Z",
+     "iopub.status.busy": "2024-07-25T10:04:16.558118Z",
+     "iopub.status.idle": "2024-07-25T10:04:16.565285Z",
+     "shell.execute_reply": "2024-07-25T10:04:16.564550Z"
+    },
+    "papermill": {
+     "duration": 0.023031,
+     "end_time": "2024-07-25T10:04:16.567129",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:16.544098",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "f13d158e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:16.591224Z",
+     "iopub.status.busy": "2024-07-25T10:04:16.590952Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.287227Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.286144Z"
+    },
+    "papermill": {
+     "duration": 2.711129,
+     "end_time": "2024-07-25T10:04:19.289620",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:16.578491",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "b4b4a12b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.317915Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.316978Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.323962Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.323067Z"
+    },
+    "papermill": {
+     "duration": 0.022933,
+     "end_time": "2024-07-25T10:04:19.325850",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.302917",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "6625e51f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.350711Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.350449Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.883405Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.881936Z"
+    },
+    "papermill": {
+     "duration": 0.548313,
+     "end_time": "2024-07-25T10:04:19.885867",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.337554",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "766020de",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.913489Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.913067Z",
+     "iopub.status.idle": "2024-07-25T10:04:19.932521Z",
+     "shell.execute_reply": "2024-07-25T10:04:19.931731Z"
+    },
+    "papermill": {
+     "duration": 0.035407,
+     "end_time": "2024-07-25T10:04:19.934393",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.898986",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "f52d2089",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:19.960249Z",
+     "iopub.status.busy": "2024-07-25T10:04:19.959505Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.048352Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.047406Z"
+    },
+    "papermill": {
+     "duration": 0.104106,
+     "end_time": "2024-07-25T10:04:20.050503",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:19.946397",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7b0291c4cc10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7b0291c4cc10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "cc15ad3e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.078965Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.078142Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.096153Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.095414Z"
+    },
+    "papermill": {
+     "duration": 0.034438,
+     "end_time": "2024-07-25T10:04:20.098109",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.063671",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "00d68d84",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.123617Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.123353Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.127062Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.126253Z"
+    },
+    "papermill": {
+     "duration": 0.018809,
+     "end_time": "2024-07-25T10:04:20.128981",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.110172",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "a1843322",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.154795Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.154526Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.364210Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.363486Z"
+    },
+    "papermill": {
+     "duration": 0.224946,
+     "end_time": "2024-07-25T10:04:20.366309",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.141363",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "be59c6ac",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.394360Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.394050Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.640863Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.639904Z"
+    },
+    "papermill": {
+     "duration": 0.263294,
+     "end_time": "2024-07-25T10:04:20.643123",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.379829",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "76a7bb69",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.671757Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.671417Z",
+     "iopub.status.idle": "2024-07-25T10:04:20.678162Z",
+     "shell.execute_reply": "2024-07-25T10:04:20.677414Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023142,
+     "end_time": "2024-07-25T10:04:20.680082",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.656940",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "d07140e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:20.706198Z",
+     "iopub.status.busy": "2024-07-25T10:04:20.705926Z",
+     "iopub.status.idle": "2024-07-25T10:04:37.421252Z",
+     "shell.execute_reply": "2024-07-25T10:04:37.420247Z"
+    },
+    "papermill": {
+     "duration": 16.731068,
+     "end_time": "2024-07-25T10:04:37.423593",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:20.692525",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6519650220870972\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4388227164745331\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.34994035959243774\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "3708bc09",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:04:37.453779Z",
+     "iopub.status.busy": "2024-07-25T10:04:37.453382Z",
+     "iopub.status.idle": "2024-07-25T10:05:23.542705Z",
+     "shell.execute_reply": "2024-07-25T10:05:23.541719Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 46.106851,
+     "end_time": "2024-07-25T10:05:23.544917",
+     "exception": false,
+     "start_time": "2024-07-25T10:04:37.438066",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.008634] [G loss: -0.517761]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7592470645904541\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7251178026199341\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7301207780838013\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7047074437141418\n",
+      "[Epoch 20/179] [D loss: -0.026846] [G loss: -0.513509]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.048052] [G loss: -0.510119]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8036615252494812\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7574741244316101\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7257087230682373\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7243409156799316\n",
+      "[Epoch 40/179] [D loss: -0.078468] [G loss: -0.504305]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6675056219100952\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7644516229629517\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7152520418167114\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6755014657974243\n",
+      "[Epoch 50/179] [D loss: -0.105153] [G loss: -0.494222]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.151075] [G loss: -0.481536]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6198046207427979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6107639670372009\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7071764469146729\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.662521481513977\n",
+      "[Epoch 70/179] [D loss: -0.184019] [G loss: -0.480846]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6066510677337646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5763992071151733\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5555245876312256\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6934792995452881\n",
+      "[Epoch 80/179] [D loss: -0.187942] [G loss: -0.492820]\n",
+      "[Epoch 90/179] [D loss: -0.232040] [G loss: -0.471641]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5518332719802856\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5338934659957886\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45382726192474365\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4512915015220642\n",
+      "[Epoch 100/179] [D loss: -0.270661] [G loss: -0.433027]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.251067] [G loss: -0.442348]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5373997688293457\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4691731333732605\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46685123443603516\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43713223934173584\n",
+      "[Epoch 120/179] [D loss: -0.223577] [G loss: -0.489665]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42754966020584106\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5424405932426453\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.474323570728302\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46559542417526245\n",
+      "[Epoch 130/179] [D loss: -0.191094] [G loss: -0.508710]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.196080] [G loss: -0.502130]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43768447637557983\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42996975779533386\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5205072164535522\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47892633080482483\n",
+      "[Epoch 150/179] [D loss: -0.231949] [G loss: -0.485877]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4379831850528717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43912386894226074\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4376065135002136\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5231761932373047\n",
+      "[Epoch 160/179] [D loss: -0.281751] [G loss: -0.435104]\n",
+      "[Epoch 170/179] [D loss: -0.361287] [G loss: -0.347437]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46785449981689453\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42856141924858093\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42293643951416016\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39965975284576416\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "eb209522",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:23.582064Z",
+     "iopub.status.busy": "2024-07-25T10:05:23.581711Z",
+     "iopub.status.idle": "2024-07-25T10:05:23.609386Z",
+     "shell.execute_reply": "2024-07-25T10:05:23.608452Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.04864,
+     "end_time": "2024-07-25T10:05:23.611464",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:23.562824",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "56bda63f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:23.646840Z",
+     "iopub.status.busy": "2024-07-25T10:05:23.646568Z",
+     "iopub.status.idle": "2024-07-25T10:05:24.557501Z",
+     "shell.execute_reply": "2024-07-25T10:05:24.556526Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.931354,
+     "end_time": "2024-07-25T10:05:24.559978",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:23.628624",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6b836f1b",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.01919,
+     "end_time": "2024-07-25T10:05:24.597083",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:24.577893",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 93.036273,
+   "end_time": "2024-07-25T10:05:26.339591",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 2,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/2",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:03:53.303318",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/2/mlu_log_ae.csv b/iris/lct_gan/2/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b5b1926431d9566468597c06350e326fcab77a4
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.6226444244384766,,,,,,
+lct_ae,1,3.5151264667510986,,,,,,
+lct_ae,2,3.6067116260528564,,,,,,
+lct_ae,3,3.6474599838256836,,,,,,
+lct_ae,4,3.5838654041290283,,,,,,
+lct_ae,5,3.4213595390319824,,,,,,
+lct_ae,6,3.51076602935791,,,,,,
+lct_ae,7,3.4128189086914062,,,,,,
+lct_ae,8,3.0488693714141846,,,,,,
+lct_ae,9,2.904839515686035,,,,,,
+lct_ae,10,2.8427066802978516,,,,,,
+lct_ae,11,2.640402317047119,,,,,,
+lct_ae,12,2.8957536220550537,,,,,,
+lct_ae,13,2.289438247680664,,,,,,
+lct_ae,14,2.4156031608581543,,,,,,
+lct_ae,15,2.0372745990753174,,,,,,
+lct_ae,16,2.3614137172698975,,,,,,
+lct_ae,17,2.3333640098571777,,,,,,
+lct_ae,18,2.4075231552124023,,,,,,
+lct_ae,19,2.170011281967163,,,,,,
+lct_ae,20,2.1572489738464355,,,,,,
+lct_ae,21,2.1064443588256836,,,,,,
+lct_ae,22,1.7338926792144775,,,,,,
+lct_ae,23,1.7371175289154053,,,,,,
+lct_ae,24,1.7465465068817139,,,,,,
+lct_ae,25,1.59981369972229,,,,,,
+lct_ae,26,1.7228660583496094,,,,,,
+lct_ae,27,1.5552321672439575,,,,,,
+lct_ae,28,1.370986819267273,,,,,,
+lct_ae,29,1.202570915222168,,,,,,
+lct_ae,30,1.1417555809020996,,,,,,
+lct_ae,31,0.9637932777404785,0.0,0.0,0.0,0.8989089727401733,0.6519650220870972,1.0394351482391357
+lct_ae,32,1.0604071617126465,,,,,,
+lct_ae,33,0.8143001198768616,,,,,,
+lct_ae,34,0.996631383895874,,,,,,
+lct_ae,35,0.8138716220855713,,,,,,
+lct_ae,36,0.7906457185745239,,,,,,
+lct_ae,37,0.8089411854743958,,,,,,
+lct_ae,38,0.6362102031707764,,,,,,
+lct_ae,39,0.6197658777236938,,,,,,
+lct_ae,40,0.7475725412368774,,,,,,
+lct_ae,41,0.5976592302322388,,,,,,
+lct_ae,42,0.6488405466079712,,,,,,
+lct_ae,43,0.39975589513778687,,,,,,
+lct_ae,44,0.4873921871185303,,,,,,
+lct_ae,45,0.4425405263900757,,,,,,
+lct_ae,46,0.431455135345459,,,,,,
+lct_ae,47,0.6775161027908325,,,,,,
+lct_ae,48,0.7225335836410522,,,,,,
+lct_ae,49,0.6904870867729187,,,,,,
+lct_ae,50,0.5136860013008118,,,,,,
+lct_ae,51,0.46027153730392456,,,,,,
+lct_ae,52,0.4261617064476013,,,,,,
+lct_ae,53,0.49625521898269653,,,,,,
+lct_ae,54,0.4432133436203003,,,,,,
+lct_ae,55,0.6075282096862793,,,,,,
+lct_ae,56,0.5839322209358215,,,,,,
+lct_ae,57,0.4570068418979645,,,,,,
+lct_ae,58,0.3208654522895813,,,,,,
+lct_ae,59,0.4902121126651764,,,,,,
+lct_ae,60,0.5039819478988647,,,,,,
+lct_ae,61,0.27271318435668945,,,,,,
+lct_ae,62,0.32314518094062805,,,,,,
+lct_ae,63,0.4034770727157593,1.0,1.0,0.0,0.5225207805633545,0.4388227164745331,0.39872345328330994
+lct_ae,64,0.508700430393219,,,,,,
+lct_ae,65,0.42416098713874817,,,,,,
+lct_ae,66,0.19268564879894257,,,,,,
+lct_ae,67,0.3253536522388458,,,,,,
+lct_ae,68,0.49110400676727295,,,,,,
+lct_ae,69,0.3340120315551758,,,,,,
+lct_ae,70,0.3424016535282135,,,,,,
+lct_ae,71,0.2619941830635071,,,,,,
+lct_ae,72,0.3411442041397095,,,,,,
+lct_ae,73,0.44758135080337524,,,,,,
+lct_ae,74,0.24836117029190063,,,,,,
+lct_ae,75,0.3479612469673157,,,,,,
+lct_ae,76,0.1795373409986496,,,,,,
+lct_ae,77,0.2503747344017029,,,,,,
+lct_ae,78,0.5407365560531616,,,,,,
+lct_ae,79,0.21533186733722687,,,,,,
+lct_ae,80,0.2805454730987549,,,,,,
+lct_ae,81,0.19936062395572662,,,,,,
+lct_ae,82,0.20000267028808594,,,,,,
+lct_ae,83,0.2265695184469223,,,,,,
+lct_ae,84,0.2937551736831665,,,,,,
+lct_ae,85,0.30546683073043823,,,,,,
+lct_ae,86,0.24248608946800232,,,,,,
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+lct_ae,88,0.3137568235397339,,,,,,
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+lct_ae,90,0.22738996148109436,,,,,,
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diff --git a/iris/lct_gan/2/mlu_log_gan.csv b/iris/lct_gan/2/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afed60645dbf3624d58c4227865dd13cc3853aa2
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_gan.csv
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diff --git a/iris/lct_gan/2/model.pt b/iris/lct_gan/2/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..532a5a4da61d285dcfd070dce42140806d16b858
--- /dev/null
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diff --git a/iris/lct_gan/2/params.json b/iris/lct_gan/2/params.json
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index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
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+++ b/iris/lct_gan/2/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246
diff --git a/iris/lct_gan/3/0/synth.csv b/iris/lct_gan/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4afc39bda3008d3bcb57e41808beef73cd2d325e
--- /dev/null
+++ b/iris/lct_gan/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.054259966172837,1.5100223820547078,0.2615310101482517,Iris-setosa
+1,6.205911421518155,3.054137252327451,4.992588631115203,1.7036399264965856,Iris-virginica
+2,5.1089477161730255,3.0548834175146173,1.5100223820547056,0.2615308509326585,Iris-setosa
+3,5.1089477161730255,3.0549719587240545,1.5100223820547056,0.2615308525693437,Iris-setosa
+4,5.108947716173026,3.069368804596916,1.5100223820547103,0.26153136883317124,Iris-setosa
+5,6.188878328093559,3.054115155285645,4.950992565916576,1.700388090436884,Iris-versicolor
+6,5.1089477161730255,3.0577068953305804,1.5100223820547056,0.261530901177723,Iris-setosa
+7,6.211256421551248,3.0541514779206964,5.005539729703418,1.7044252174090058,Iris-virginica
+8,5.108947716173027,3.055430084705017,1.5100223820547118,0.2615312084687413,Iris-setosa
+9,6.228417649416917,3.0541299887211086,5.032540853148417,1.7025325400780766,Iris-virginica
+10,5.1089477161730255,3.0605869187731947,1.5100223820547058,0.2615309930751725,Iris-setosa
+11,6.194734545434819,3.054056546702022,4.977876969249115,1.7073945600295632,Iris-virginica
+12,5.108947802584185,3.0618851236518965,1.5100225762733683,0.26208701181949545,Iris-setosa
+13,6.17936676740783,3.0540077218360557,4.899493641298519,1.666096725708498,Iris-versicolor
+14,5.108948036875083,3.0584795884636886,4.8994923849309275,1.666958613029417,Iris-setosa
+15,6.179553133966926,3.054034834331594,4.902566695095374,1.6781339678087952,Iris-versicolor
+16,6.1859080031717175,3.054106852305333,4.939809237674522,1.699799224210436,Iris-versicolor
+17,5.1089477161730255,3.0566292153269234,1.5100223820547056,0.26153088781632594,Iris-setosa
+18,5.1089477161730255,3.0610457729372613,1.5100223820547058,0.2615309531820872,Iris-setosa
+19,5.1089477161730255,3.057829408389814,1.5100223820547056,0.2615309062934152,Iris-setosa
+20,5.1089477161730255,3.0673330682601354,1.510022382054706,0.26153106132167253,Iris-setosa
+21,6.208551352142737,3.0541389340561174,4.998387729044451,1.7040265866181599,Iris-virginica
+22,6.282517364358675,3.054117399036939,5.102159994695257,1.7041328544483174,Iris-virginica
+23,5.108947716326733,3.055327045638626,1.510022382364466,0.26156097033429493,Iris-setosa
+24,5.1089477161730255,3.054163793945063,1.5100223820547056,0.2615308457626552,Iris-setosa
+25,6.1796024771691815,3.054008285992916,4.907659629309141,1.6905541220084896,Iris-versicolor
+26,5.1089477161730255,3.0544792603459894,1.5100223820547056,0.2615308539211136,Iris-setosa
+27,5.1089477161730255,3.05797330912359,1.5100223820547056,0.2615309159951566,Iris-setosa
+28,5.1089477161730255,3.0543166345300863,1.5100223820547063,0.26153094465798454,Iris-setosa
+29,5.108947716432486,3.079518499823904,1.5100223829690333,0.2616325215159688,Iris-setosa
+30,6.188011417971004,3.0541938158895223,4.95064469745818,1.7027629876965007,Iris-versicolor
+31,5.108947716173026,3.060012017357036,1.510022382054709,0.2615312320383808,Iris-setosa
+0,5.1089477161730255,3.0544032314695047,1.5100223820547056,0.2615308664560823,Iris-setosa
+1,6.180507564460954,3.054027267788327,4.916090793133077,1.6933745213139964,Iris-versicolor
+2,5.1089477161730255,3.055794037704187,1.5100223820547056,0.2615308694307104,Iris-setosa
+3,6.180966108798656,3.05402350922349,4.922549644228401,1.7030101433545375,Iris-virginica
+4,5.108947716173027,3.055313577521328,1.5100223820547143,0.2615312625957563,Iris-setosa
+5,5.1089477161730255,3.0547295064013205,1.5100223820547056,0.2615308587765278,Iris-setosa
+6,5.108947718524393,3.0629634842456483,1.5100223878669172,0.261673205827536,Iris-setosa
+7,6.179394577473702,3.0542861851918506,4.899594414368385,1.6695677243330296,Iris-versicolor
+8,5.108947971056553,3.0556739653714375,4.899491947487557,1.6664181337636668,Iris-versicolor
+9,5.10894771856133,3.0541085359206144,4.899491301825759,1.665522662712926,Iris-versicolor
+10,6.180162089146434,3.054029393692211,4.913242930260577,1.689368820203533,Iris-versicolor
+11,6.206540853811344,3.054115626008681,4.992611030871047,1.7034243337315806,Iris-virginica
+12,5.1089477161730255,3.054980301889268,1.5100223820547056,0.2615308567805592,Iris-setosa
+13,5.1089477161730255,3.055094597255767,1.5100223820547056,0.26153087249391244,Iris-setosa
+14,6.188030807202957,3.0541262227355856,4.948162045345277,1.7002155548870272,Iris-versicolor
+15,5.108947716173026,3.05545033125415,1.5100223820547076,0.26153109250571377,Iris-setosa
+16,6.179366918978331,3.0540103001887497,4.899494928421864,1.6662891489050353,Iris-versicolor
+17,5.1089477161730255,3.0548294577077257,1.5100223820547056,0.26153085388795894,Iris-setosa
+18,5.1089477161730255,3.0556948629285414,1.5100223820547056,0.26153086897439004,Iris-setosa
+19,6.180906149179693,3.054281878024508,4.910442143145196,1.6878434554692991,Iris-versicolor
+20,5.108947716173039,3.3086648454864145,1.5100223820551424,0.2615369991594711,Iris-setosa
+21,5.1089477161730334,3.0553183196163296,1.5100223820547451,0.2615316596962007,Iris-setosa
+22,5.1089477161730255,3.054423584675276,1.510022382054706,0.26153093266211885,Iris-setosa
+23,6.1793884234924805,3.0540038681850334,4.900387737857589,1.6747015023759073,Iris-versicolor
+24,6.17936815134452,3.0540092309315834,4.899512456595558,1.6670559804475578,Iris-versicolor
+25,5.108947716173027,3.0715551658654134,1.51002238205472,0.26153180832036277,Iris-setosa
+26,5.1089477161730255,3.0590173097782496,1.5100223820547056,0.2615309162459232,Iris-setosa
+27,6.187448197419494,3.0540887891106565,4.9483229365005625,1.7006955594751763,Iris-virginica
+28,5.1089477161730255,3.0552438348462316,1.510022382054707,0.2615310263677242,Iris-setosa
+29,5.108947716173814,3.151456277203693,1.5100223820631613,0.26155056366164536,Iris-setosa
+30,5.1089477161730255,3.056291749095177,1.5100223820547072,0.26153107351557175,Iris-setosa
+31,6.180443833541908,3.0540101625641114,4.918394200298565,1.6988329083283047,Iris-virginica
+0,5.1089477161730725,3.0540391451401034,1.5100223820548133,0.26153134118745874,Iris-setosa
+1,5.1089477161730255,3.059381253621048,1.5100223820547083,0.26153119348610115,Iris-setosa
+2,5.1089477161730255,3.057754711715112,1.5100223820547056,0.2615309273323727,Iris-setosa
+3,6.179578036595588,3.054008088315748,4.90711342186243,1.6860899286041926,Iris-versicolor
+4,6.185050331361794,3.0542326923096095,4.940193866871257,1.7008011943508943,Iris-versicolor
+5,6.180770485559141,3.05403688575506,4.915825288489371,1.692052631856167,Iris-versicolor
+6,5.10894771893749,3.0597534659694126,1.5100223889004736,0.26168589205138443,Iris-setosa
+7,6.259922449774131,3.0541169117116906,5.068065577712415,1.7012049899194608,Iris-virginica
+8,5.108947716245799,3.0540034225905313,4.899491294097065,1.6654439417637419,Iris-versicolor
+9,6.206584968479679,3.05413454624227,4.9944446903929345,1.704205990049951,Iris-virginica
+10,5.1089477161730255,3.0568065877311104,1.5100223820547056,0.26153088979278744,Iris-setosa
+11,6.17941575613689,3.054052971283486,4.8999366924878,1.6713035933190323,Iris-versicolor
+12,5.1089477161730255,3.0597812840330434,1.5100223820547056,0.2615309265479524,Iris-setosa
+13,5.1089477161730255,3.0553597845980565,1.5100223820547058,0.26153095108154134,Iris-setosa
+14,5.108947716173673,3.054015321980723,4.899491293667314,1.6654305900188036,Iris-versicolor
+15,5.1089477161730255,3.054546954157128,1.5100223820547056,0.26153085564990497,Iris-setosa
+16,6.179367235926054,3.0540035281753366,4.899505176747276,1.6668909151467144,Iris-versicolor
+17,6.2006815479692206,3.054152463060772,4.983357805544099,1.7047690976408307,Iris-virginica
+18,5.108947716187416,3.06292648284423,1.5100223821002392,0.26155451771715144,Iris-setosa
+19,5.108947718263768,3.054683565010303,4.899491300407787,1.665565054238787,Iris-versicolor
+20,5.108947716173026,3.1107305257939877,1.5100223820547276,0.2615322580877064,Iris-setosa
+21,5.108947822373042,3.0544569396271015,4.899491596024581,1.665975202687356,Iris-versicolor
+22,6.202647843787783,3.054124920505828,4.984715473381009,1.7031204829740794,Iris-virginica
+23,5.1089477161730255,3.0575561263117828,1.5100223820547056,0.26153092869583033,Iris-setosa
+24,6.204338383190076,3.0541625552187677,4.991829722134329,1.7049733396403965,Iris-virginica
+25,6.179378607816627,3.0545969866854863,4.899517298423192,1.6682570059908775,Iris-versicolor
+26,5.1089477161730255,3.055830473221706,1.5100223820547063,0.2615309984500061,Iris-setosa
+27,5.10894861873584,3.054285497809941,4.899494529603266,1.666617425300949,Iris-versicolor
+28,6.238121827894178,3.0541346821917514,5.052430948352171,1.7022170808056483,Iris-virginica
+29,5.1089477161730255,3.0894433322692563,1.5100223820547065,0.2615311943268664,Iris-setosa
+30,5.1089477161730255,3.057253496552938,1.5100223820547058,0.26153093461494853,Iris-setosa
+31,6.1927398883938665,3.0541690801775805,4.964891739486304,1.7052394447797992,Iris-versicolor
+0,6.241330929488979,3.054122811295343,5.051501102094357,1.7017733536423103,Iris-virginica
+1,5.108947716173162,3.0540222438849174,4.899491293665188,1.665429005807619,Iris-versicolor
+2,5.108947732532771,3.0543246070383265,4.899491346665993,1.6656744056954247,Iris-versicolor
+3,5.1089477161730255,3.056674680838158,1.5100223820547058,0.2615309582004148,Iris-setosa
+4,5.108947716173056,3.054581735037773,1.510022382054797,0.26153167448203785,Iris-setosa
+5,6.215800179404214,3.054139355463035,5.015968723342433,1.7037904260965213,Iris-virginica
+6,5.1089477161730255,3.054512218001838,1.5100223820547058,0.26153089462273815,Iris-setosa
+7,5.1089477161730255,3.05498423128081,1.5100223820547056,0.26153085518343794,Iris-setosa
+8,5.1089477161730255,3.0559281984732674,1.5100223820547056,0.2615308748723091,Iris-setosa
+9,5.10895106541546,3.0561097477928922,4.899500391455397,1.668200178957933,Iris-versicolor
+10,6.2047848395850735,3.0540983068572527,4.994662803481737,1.7086019336736105,Iris-virginica
+11,5.1089477161730255,3.0714166555178846,1.5100223820547085,0.2615312999513572,Iris-setosa
+12,6.179374731622495,3.054064649606807,4.899536607165914,1.6679417165802557,Iris-versicolor
+13,5.108947718260003,3.057389361212123,1.5100223864926252,0.26162991127744273,Iris-setosa
+14,5.1089477161730255,3.0814969377997787,1.5100223820547063,0.26153114363499297,Iris-setosa
+15,5.1089477161730255,3.0541277548305232,1.5100223820547065,0.26153093408081624,Iris-setosa
+16,5.108947718600995,3.0554120526897988,1.510022386011529,0.2616121880235266,Iris-setosa
+17,6.244760372962185,3.0541270544183923,5.062150278704692,1.7031945386435066,Iris-virginica
+18,6.198137607672647,3.054142464013519,4.976166489624105,1.7036637144904967,Iris-virginica
+19,6.1888618140258425,3.0541621386164297,4.954022010952779,1.7032538895414955,Iris-versicolor
+20,6.180542750973953,3.0541669553836552,4.910092182917305,1.6864709753334306,Iris-versicolor
+21,5.1089477161730255,3.0560477134747726,1.5100223820547056,0.2615308798187954,Iris-setosa
+22,5.1089477161730255,3.067774736216249,1.510022382054707,0.261531190720787,Iris-setosa
+23,5.1089477161730255,3.062530604796522,1.5100223820547085,0.2615312291695605,Iris-setosa
diff --git a/iris/lct_gan/3/0/test.csv b/iris/lct_gan/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/0/train.csv b/iris/lct_gan/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/0/val.csv b/iris/lct_gan/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/synth.csv b/iris/lct_gan/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..131d27b48f1f2bf999e41eaae1235db24f3f38da
--- /dev/null
+++ b/iris/lct_gan/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.0540863383725356,1.5100223820547107,0.2615310359049428,Iris-setosa
+1,5.108947716173171,3.054053180527963,1.510022382054997,0.26153168151945316,Iris-setosa
+2,5.1089477161831685,3.0677889420755005,1.5100223820974108,0.2615538219837432,Iris-setosa
+3,6.233405069373354,3.054124521486742,5.041757520973225,1.7013258124390762,Iris-virginica
+4,6.179402142824763,3.0544192405051236,4.899605667522527,1.6700996152797942,Iris-versicolor
+5,6.223273102153275,3.0541420715472762,5.02973392986318,1.7037595189964911,Iris-virginica
+6,5.108947723638716,3.055429240004566,1.510022392126771,0.26164023388505225,Iris-setosa
+7,6.188815296183132,3.054145343881102,4.95169630408619,1.7025134339894272,Iris-versicolor
+8,5.1089477161730255,3.056071418818187,1.5100223820547074,0.2615310896144238,Iris-setosa
+9,5.1089477161730255,3.055561604011771,1.5100223820547056,0.26153087286354465,Iris-setosa
+10,6.202993283197609,3.0541397042101184,4.985891035330164,1.703803623522851,Iris-virginica
+11,5.108947716173027,3.0566857324782646,1.510022382054714,0.26153135147244205,Iris-setosa
+12,6.190980427316969,3.0541883677351227,4.961263960826728,1.7054967603353863,Iris-versicolor
+13,5.108947997669654,3.055728340032404,4.899491968307073,1.6664334157185914,Iris-versicolor
+14,6.182289597476917,3.054333972924988,4.922295636500139,1.6960336542687915,Iris-versicolor
+15,5.1089477161730255,3.076101794264615,1.510022382054706,0.26153108681731946,Iris-setosa
+16,5.1089477161730255,3.055613284385189,1.5100223820547056,0.2615308711143147,Iris-setosa
+17,5.108947716173026,3.0550551311804313,1.5100223820547076,0.26153108605898084,Iris-setosa
+18,5.1089477161730255,3.055402073250765,1.5100223820547056,0.26153086127640524,Iris-setosa
+19,5.108951090187571,3.054974588212664,4.899501587336001,1.6678246249029167,Iris-versicolor
+20,5.1089477161730255,3.054508739184282,1.5100223820547056,0.26153084486481,Iris-setosa
+21,5.1089477161730255,3.057106933629225,1.5100223820547056,0.2615308922267429,Iris-setosa
+22,6.179451286740171,3.054964962853545,4.899710468784583,1.67216566380726,Iris-versicolor
+23,6.1793668089888225,3.0540140661632678,4.899493174917854,1.666030957429411,Iris-versicolor
+24,5.1089477161730255,3.0541014471972,1.510022382054706,0.261530906138851,Iris-setosa
+25,6.186465699977775,3.0541036302057774,4.941881014980618,1.6995996347522662,Iris-versicolor
+26,5.1089477161730255,3.054631497453164,1.5100223820547056,0.26153086847528967,Iris-setosa
+27,5.1089477161730255,3.054033439991,1.510022382054706,0.26153088037863903,Iris-setosa
+28,5.1089477161730255,3.055460805439118,1.5100223820547056,0.26153087512737133,Iris-setosa
+29,6.186888389556863,3.0541290553371727,4.943525955621506,1.7005652393763158,Iris-versicolor
+30,5.1089477161730255,3.054518370681189,1.5100223820547058,0.2615309048230331,Iris-setosa
+31,5.1089477161730255,3.055296163309656,1.510022382054707,0.2615310380505874,Iris-setosa
+0,5.10894771617333,3.068861650269906,1.510022382056451,0.26153706471865124,Iris-setosa
+1,6.191673571966826,3.0541529066920154,4.959970328026067,1.7029250468715875,Iris-versicolor
+2,5.108947716175057,3.054028140860324,4.89949129367433,1.6654324928108855,Iris-versicolor
+3,6.229766238090722,3.054130651338051,5.0347221591322375,1.7034924317989117,Iris-virginica
+4,5.108947716173044,3.054127465813673,1.5100223820547483,0.26153132642418236,Iris-setosa
+5,6.181938345166846,3.054256759380018,4.922724136575469,1.6932066644067492,Iris-versicolor
+6,5.1089477161730255,3.0564481590427013,1.5100223820547058,0.2615309221524506,Iris-setosa
+7,5.1089477161730255,3.0583470098351544,1.5100223820547056,0.2615309059275886,Iris-setosa
+8,5.108947716173031,3.0543987403949258,1.5100223820547214,0.26153127221339617,Iris-setosa
+9,6.2005957922219554,3.0541215156435824,4.988567187064811,1.7036014304685843,Iris-virginica
+10,5.1089477161730255,3.054750856041703,1.5100223820547063,0.26153096276576054,Iris-setosa
+11,5.1089477161730255,3.0547491238272175,1.5100223820547056,0.2615308477280727,Iris-setosa
+12,5.1089477161730255,3.061717692853823,1.5100223820547058,0.26153097279507775,Iris-setosa
+13,5.108947716173202,3.130350156867255,1.5100223820571639,0.26154037624081206,Iris-setosa
+14,6.208991876942846,3.054143166073293,4.999756240314257,1.7041756376007184,Iris-virginica
+15,6.22127756248431,3.054116597514818,5.019607251633582,1.7018287045292533,Iris-virginica
+16,5.10894771619584,3.054016400415486,4.899491293773501,1.6654396190265743,Iris-versicolor
+17,5.1089477161985934,3.064117525974997,1.5100223821430274,0.26156059366270973,Iris-setosa
+18,6.185194130358552,3.0541359047308894,4.940368481160045,1.6996194749375593,Iris-versicolor
+19,5.1089477161730255,3.0654157755287432,1.510022382054706,0.261531044564319,Iris-setosa
+20,6.181857567971427,3.054037814985298,4.923714522206909,1.6955091471107688,Iris-versicolor
+21,5.108947717102055,3.0712190742968657,1.5100223845303125,0.2616633639449515,Iris-setosa
+22,5.1089477161730255,3.0563158009720457,1.510022382054707,0.2615310694258028,Iris-setosa
+23,6.1794818911017835,3.055416491920196,4.899809120197425,1.6735133041518595,Iris-versicolor
+24,5.1089477161730255,3.1353776271995843,1.5100223820547105,0.2615315918386463,Iris-setosa
+25,6.2158826974544095,3.0541180474539584,5.010748267012228,1.7024496197838441,Iris-virginica
+26,6.2022120876887845,3.0541403213219054,4.984630595690871,1.7034574398588904,Iris-virginica
+27,6.18081434009274,3.0540825118140917,4.91539346472051,1.6886851021654017,Iris-versicolor
+28,5.108947716561714,3.0540049988589884,4.899491296160183,1.6654641687039011,Iris-versicolor
+29,5.1089477161730255,3.0566009643983327,1.5100223820547056,0.2615308848727417,Iris-setosa
+30,6.265264633205983,3.054121735547434,5.0797091108768475,1.7031765549070592,Iris-virginica
+31,6.1794412424891645,3.0541351305143776,4.899960705675248,1.6720857928689192,Iris-versicolor
+0,5.1089477161730255,3.0554353798046257,1.5100223820547056,0.2615308655558443,Iris-setosa
+1,5.1089477161730255,3.0548447264104395,1.5100223820547056,0.261530888702321,Iris-setosa
+2,6.179459240730133,3.0544766901725575,4.89984906612578,1.672310901157754,Iris-versicolor
+3,6.1802779982134854,3.054363484917396,4.904720605621243,1.6828074219867128,Iris-versicolor
+4,5.1089477161730255,3.060224749455369,1.5100223820547056,0.26153093261449056,Iris-setosa
+5,6.20233711131928,3.0541571579275097,4.98776074582705,1.7052382669625172,Iris-virginica
+6,5.1089477161730255,3.054356391697549,1.510022382054707,0.2615309825179899,Iris-setosa
+7,5.108947716173031,3.417237098080741,1.5100223820549683,0.2615361679220684,Iris-setosa
+8,5.1089477161730255,3.0557601687881086,1.5100223820547058,0.2615309245469247,Iris-setosa
+9,6.205709925769631,3.054139854170861,4.991610977449954,1.703708977258228,Iris-virginica
+10,6.205921647732757,3.054159336791823,4.9954602835664765,1.7048010651026797,Iris-virginica
+11,6.22553564167624,3.054134987307717,5.030791408453987,1.702531750516353,Iris-virginica
+12,5.1089477161730255,3.0547653351834354,1.5100223820547056,0.2615308468458463,Iris-setosa
+13,6.179374402227429,3.054062077502739,4.899533204840492,1.6680339340045665,Iris-versicolor
+14,5.1089477161730255,3.1169190643144944,1.5100223820547116,0.2615316718273399,Iris-setosa
+15,6.180189675106304,3.0542559593043026,4.905100026890379,1.6817613881030418,Iris-versicolor
+16,5.1089477161730255,3.0543981625624648,1.5100223820547056,0.26153084630381207,Iris-setosa
+17,6.179413266517825,3.0548772139218143,4.899610801276243,1.6706145991651893,Iris-versicolor
+18,6.182617982157079,3.054220404156836,4.926826434239257,1.6948161337778012,Iris-versicolor
+19,5.1089477161730255,3.0549440854203347,1.5100223820547056,0.26153086508761686,Iris-setosa
+20,5.1089477161730255,3.0544862020329147,1.5100223820547056,0.2615308444454557,Iris-setosa
+21,6.183397064866384,3.0541142575587337,4.930497949328865,1.6966211045043798,Iris-versicolor
+22,5.1089477161730255,3.056368986612735,1.5100223820547056,0.26153087929710006,Iris-setosa
+23,6.1800259216836775,3.054011195201294,4.914912892404277,1.6988293161487278,Iris-virginica
+24,6.181098039202502,3.054043794517408,4.918252721326997,1.6915981885131555,Iris-versicolor
+25,5.108947716212173,3.0540338067521127,4.899491293846442,1.6654432720566774,Iris-versicolor
+26,6.179370237323772,3.054005357332751,4.899572754946808,1.6680651718559178,Iris-versicolor
+27,5.1089477161730255,3.0548647740348804,1.5100223820547058,0.2615309377866303,Iris-setosa
+28,5.1089477161730255,3.0607549440310966,1.5100223820547058,0.26153097537369574,Iris-setosa
+29,6.189710874983807,3.054035182041039,4.966269580861002,1.7094921906181397,Iris-virginica
+30,6.179366756514565,3.0540100817768963,4.899493288319134,1.6660532951236402,Iris-versicolor
+31,5.108947716173084,3.0540085811341906,4.899491293664772,1.6654285424540178,Iris-versicolor
+0,5.108948064215817,3.0543273116142156,4.899492553038959,1.6663056058224215,Iris-versicolor
+1,6.179378789419378,3.0547118678082303,4.899517075391616,1.668321168484535,Iris-versicolor
+2,6.211565625804425,3.0541451671430027,5.0049944313478605,1.7042253865146062,Iris-virginica
+3,5.1089477161730255,3.0551445684062486,1.5100223820547056,0.2615308670793639,Iris-setosa
+4,6.179454562253729,3.0546827691606047,4.899754904229888,1.67235543227583,Iris-versicolor
+5,5.108947716240497,3.1979593055766684,1.5100223825518455,0.2616541353802703,Iris-setosa
+6,5.1089477161730255,3.0630123386206325,1.5100223820547074,0.26153118702421374,Iris-setosa
+7,6.180065071787311,3.054339676288096,4.903437663826329,1.680701644556716,Iris-versicolor
+8,5.1089477161730255,3.0552163427896835,1.5100223820547058,0.2615309471001895,Iris-setosa
+9,5.1089477161730255,3.0600249320672495,1.5100223820547056,0.26153093348630535,Iris-setosa
+10,5.1089477161730255,3.0559736098512267,1.5100223820547056,0.26153087525603047,Iris-setosa
+11,5.108947716173029,3.065531124884191,1.5100223820547327,0.26153196145823143,Iris-setosa
+12,6.238655492956486,3.0541215554008505,5.053156782986686,1.7035758251776483,Iris-virginica
+13,6.179726768261129,3.0541906891646473,4.901920934155343,1.677822943295758,Iris-versicolor
+14,6.17965883122047,3.0542989608962654,4.901015985992975,1.6763111675060642,Iris-versicolor
+15,6.190817532949007,3.054188860166809,4.960166447831423,1.7054387308113563,Iris-versicolor
+16,6.186716341234869,3.0540882946540036,4.9410211226225105,1.698861789321598,Iris-versicolor
+17,6.190179993166753,3.0541096416279703,4.954481606166561,1.7016926650018747,Iris-virginica
+18,6.1793670892341,3.0540076565866876,4.899497837045688,1.666406983141521,Iris-versicolor
+19,5.1089477161730255,3.0590478675088093,1.5100223820547058,0.26153096535938486,Iris-setosa
+20,5.108947716173027,3.0569655336917565,1.5100223820547145,0.2615313477469956,Iris-setosa
+21,5.1089477161730255,3.0543980566856272,1.5100223820547056,0.2615308392863739,Iris-setosa
+22,6.179366494988637,3.0540025020385255,4.89949133960036,1.6655588337765646,Iris-versicolor
+23,5.1089477161730255,3.0676178519485426,1.5100223820547065,0.26153110841457666,Iris-setosa
diff --git a/iris/lct_gan/3/1/test.csv b/iris/lct_gan/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/train.csv b/iris/lct_gan/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/1/val.csv b/iris/lct_gan/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/synth.csv b/iris/lct_gan/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e93456f37ae39b7570514587726d8af53705e7c
--- /dev/null
+++ b/iris/lct_gan/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.08294029753333,1.5100223820547063,0.26153116057985165,Iris-setosa
+1,5.1089477265042404,3.0540289595506414,4.899491349823829,1.6655679525440987,Iris-versicolor
+2,5.1089477161730255,3.0569082160119123,1.5100223820547056,0.2615309232030198,Iris-setosa
+3,5.108947772915974,3.0544013684748625,4.899491491731046,1.665869276059201,Iris-versicolor
+4,6.1993731920737245,3.054162392403888,4.980881907126425,1.7050610756086126,Iris-virginica
+5,5.1089477161730255,3.0554840135211117,1.5100223820547056,0.26153088217843135,Iris-setosa
+6,5.1089477161730255,3.0610101914778034,1.5100223820547056,0.2615309443827885,Iris-setosa
+7,6.203949884640202,3.054127815516641,4.98755138752836,1.7032757427829188,Iris-virginica
+8,5.108947716174714,3.054299839077845,1.510022382057957,0.2615341514363683,Iris-setosa
+9,6.180055792951177,3.054223794303484,4.904506276634132,1.6812795841624524,Iris-versicolor
+10,6.179410482280919,3.054013384733629,4.900419428927568,1.6736709171482735,Iris-versicolor
+11,6.230953973735285,3.0541260989359054,5.037219963285456,1.7018314484193753,Iris-virginica
+12,6.17995426497772,3.054369822560488,4.902453603726165,1.6796174376475668,Iris-versicolor
+13,6.218360400213698,3.0541398579063586,5.01688113506108,1.7040943682082714,Iris-virginica
+14,6.192657686862721,3.0541871042187054,4.965433104439734,1.7057310676708308,Iris-versicolor
+15,5.1089477161730255,3.0553057322212527,1.5100223820547056,0.26153088605784947,Iris-setosa
+16,5.108948295355118,3.057609702557255,4.899492951379409,1.6671777040708033,Iris-versicolor
+17,5.1089477161730255,3.0629058083604908,1.5100223820547058,0.26153096599893755,Iris-setosa
+18,5.1089477161730255,3.0565833062850656,1.5100223820547058,0.26153094029999285,Iris-setosa
+19,5.1089477161730255,3.0561153003777246,1.5100223820547056,0.26153088758280474,Iris-setosa
+20,5.108947716173187,3.232316388685725,1.5100223820577217,0.26154442609114326,Iris-setosa
+21,6.200011988868858,3.0541547417144446,4.983005300173653,1.704130508601709,Iris-virginica
+22,6.199544018938942,3.054157065659456,4.980998076937792,1.704784836672874,Iris-virginica
+23,6.179366716160826,3.0540083658619785,4.899492978099771,1.6660767728087824,Iris-versicolor
+24,6.180083782577412,3.0541629228571563,4.905581924931971,1.681844481317817,Iris-versicolor
+25,5.1089477161730255,3.0551025823162865,1.5100223820547058,0.2615309293622508,Iris-setosa
+26,5.1089477161730255,3.059809773832256,1.5100223820547056,0.2615309257330181,Iris-setosa
+27,6.206505989307676,3.054158267986658,4.996679663240143,1.705025395249072,Iris-virginica
+28,5.108947716173035,3.0737066983080887,1.5100223820547873,0.2615327920487094,Iris-setosa
+29,6.181619820333971,3.0541334469619827,4.920243748201152,1.6922855558272694,Iris-versicolor
+30,6.2358615026102076,3.054123666975893,5.044346362436768,1.7014287132126276,Iris-virginica
+31,6.190218706095878,3.05417354076446,4.957334679702532,1.7039085340898805,Iris-versicolor
+0,5.1089477161730255,3.0544208264189,1.5100223820547056,0.26153084223853806,Iris-setosa
+1,5.108947716173068,3.468330641040951,1.5100223820563936,0.26154372441882484,Iris-setosa
+2,6.180118449866706,3.0546630183636,4.902824966484588,1.682066189923528,Iris-versicolor
+3,6.1841341035275725,3.0540894933085947,4.935460192504844,1.6988378512457063,Iris-versicolor
+4,5.108947716173028,3.1136244641043462,1.5100223820547545,0.26153269246203154,Iris-setosa
+5,5.1089477161730255,3.061357974223809,1.5100223820547076,0.2615311784827917,Iris-setosa
+6,5.1089477165899835,3.095941733679828,1.5100223836865994,0.2616777442283397,Iris-setosa
+7,5.1089477161730485,3.0669824271162263,1.5100223820548597,0.2615333114411879,Iris-setosa
+8,5.108947716173027,3.077745549344522,1.5100223820547245,0.26153191872883386,Iris-setosa
+9,6.180335087112725,3.0540419190711066,4.913015365125165,1.6890411961340537,Iris-versicolor
+10,5.1089477161730255,3.0720587333095573,1.5100223820547063,0.2615311048511804,Iris-setosa
+11,6.179469237082797,3.0543547825909845,4.899901529742931,1.6723652748804978,Iris-versicolor
+12,6.2297516642708395,3.0541156584333047,5.04063969686486,1.704776334202413,Iris-virginica
+13,6.184501767245822,3.054064601963488,4.937997249384873,1.7003419565411355,Iris-virginica
+14,5.1089477161730255,3.05514186848401,1.5100223820547058,0.2615309420977912,Iris-setosa
+15,5.1089477161730255,3.0564541279909005,1.5100223820547056,0.261530883611138,Iris-setosa
+16,6.179432039204307,3.0547086166422255,4.899669719951105,1.671235091498547,Iris-versicolor
+17,5.1089477161730255,3.0641284186363404,1.5100223820547067,0.2615311394947471,Iris-setosa
+18,5.1089477161730255,3.055133194582599,1.5100223820547056,0.2615308599656749,Iris-setosa
+19,6.235389892014035,3.0541198136149377,5.042651159920505,1.7055389953622933,Iris-virginica
+20,5.108947716184541,3.0540028959503873,4.899491293719677,1.6654350244769016,Iris-versicolor
+21,5.10894771617326,3.054144032054762,1.510022382055269,0.26153224975853806,Iris-setosa
+22,5.1089477161730255,3.054810127952894,1.5100223820547056,0.2615308483254037,Iris-setosa
+23,5.1089477161730255,3.0656898589402335,1.5100223820547058,0.26153098907083827,Iris-setosa
+24,6.189200241214065,3.0540573692787665,4.960577185062957,1.7071114107974175,Iris-virginica
+25,5.1089477161730255,3.0541991559534565,1.5100223820547056,0.261530836128522,Iris-setosa
+26,6.17995346409389,3.0544290246166113,4.902309581175397,1.6799703896825835,Iris-versicolor
+27,5.108947716176039,3.1825564062735836,1.5100223820853649,0.2615702505056552,Iris-setosa
+28,5.108947716173026,3.201631500874348,1.5100223820547238,0.2615322359938157,Iris-setosa
+29,6.236198078092269,3.0541068268360294,5.048277413279251,1.7047864614734456,Iris-virginica
+30,6.201282641349732,3.0541585362381647,4.985093236320927,1.704745971965225,Iris-virginica
+31,6.181254977225739,3.0540238021094734,4.922525176153393,1.7016384658309995,Iris-virginica
+0,6.214301959486702,3.0540642049567914,5.024736145366057,1.7109067589615867,Iris-virginica
+1,5.1089477161730255,3.0542222698933585,1.5100223820547067,0.2615309574265571,Iris-setosa
+2,6.191171067995862,3.0542048358219183,4.962579368041083,1.706744114513981,Iris-versicolor
+3,5.1089477161730255,3.0566336854474976,1.5100223820547058,0.26153094600089816,Iris-setosa
+4,5.1089477161922145,3.0540045125206756,4.89949129377705,1.6654364410564086,Iris-versicolor
+5,5.108947761231692,3.0565879671801546,1.5100224602721117,0.26182526386322613,Iris-setosa
+6,6.243325992287833,3.054103787455143,5.062651252808597,1.704983812752515,Iris-virginica
+7,5.1089477161730255,3.0581941092935043,1.5100223820547056,0.2615309063560726,Iris-setosa
+8,6.198867672108462,3.054133594533013,4.9774538690032575,1.7030502282939413,Iris-virginica
+9,5.108947717355213,3.054009729795841,4.899491300067574,1.6654810347941393,Iris-versicolor
+10,5.108947721297874,3.054230659695696,4.899491308980348,1.665577355557422,Iris-versicolor
+11,5.108947716173037,3.0540294762724964,1.5100223820547316,0.26153112010395746,Iris-setosa
+12,5.108949042947716,3.0557737298777967,4.899495211772392,1.6674070228117217,Iris-versicolor
+13,5.1089477161730255,3.056170086471704,1.5100223820547056,0.2615308805915991,Iris-setosa
+14,6.22686115095216,3.054115049132104,5.029483567879658,1.7009832242173444,Iris-virginica
+15,5.1089477161730255,3.0587167767279206,1.5100223820547056,0.26153091147550217,Iris-setosa
+16,6.182175136623956,3.0542351521286375,4.924887562463841,1.6942119787652514,Iris-versicolor
+17,5.108947716173539,3.104026442087629,1.5100223820586627,0.2615434859275358,Iris-setosa
+18,6.179409476750681,3.0541278831832344,4.899711358871197,1.6704038314542915,Iris-versicolor
+19,5.108947716203906,3.0540181242156685,4.899491293816401,1.6654421992974193,Iris-versicolor
+20,5.1089477161730255,3.1001122255713347,1.5100223820547078,0.2615313994128341,Iris-setosa
+21,5.108947716312979,3.072153201307635,1.5100223825241295,0.2615957338645412,Iris-setosa
+22,6.208857709118819,3.054128372395098,4.99816348760257,1.7036185887541389,Iris-virginica
+23,5.1089477161730255,3.0544614343994456,1.5100223820547056,0.26153088575068095,Iris-setosa
+24,5.1089477161730255,3.0573826993982536,1.5100223820547056,0.2615308962801697,Iris-setosa
+25,6.2041243967911015,3.054143889678212,4.9906089354408225,1.7047742493679445,Iris-virginica
+26,5.1089477161730255,3.057689023702798,1.5100223820547056,0.26153090063703327,Iris-setosa
+27,6.179366494448381,3.054008671345834,4.899491319262984,1.6655165124614402,Iris-versicolor
+28,5.1089477161730255,3.0542325825086127,1.5100223820547063,0.2615309397960442,Iris-setosa
+29,5.108947718251704,3.054808751881022,4.899491299687829,1.6655688235574135,Iris-setosa
+30,5.1089477161730255,3.054674758894908,1.5100223820547056,0.2615308515933334,Iris-setosa
+31,5.1089477161730255,3.058718863575728,1.5100223820547058,0.26153097665307456,Iris-setosa
+0,5.1089477161730255,3.0543372966879403,1.5100223820547056,0.26153086380326446,Iris-setosa
+1,5.108947716220651,3.054003824767732,4.899491293920839,1.665440302222346,Iris-versicolor
+2,6.17939911145441,3.0540027733149055,4.901145172008084,1.6769248943231863,Iris-versicolor
+3,5.1089477161730255,3.0592553166824894,1.5100223820547056,0.2615309161653082,Iris-setosa
+4,6.1995741161358575,3.0541494316099578,4.979902152311549,1.704006870413633,Iris-virginica
+5,5.1089477161730255,3.055026666334847,1.5100223820547056,0.2615308547261747,Iris-setosa
+6,5.108947716173035,3.115351119968061,1.5100223820548626,0.2615340132896172,Iris-setosa
+7,5.1089477161730255,3.1990718961091575,1.5100223820547183,0.2615320738589794,Iris-setosa
+8,5.1089481426555485,3.054386382336776,4.899492651384261,1.6664569094620978,Iris-versicolor
+9,5.1089477326195585,3.0541319931615707,4.899491360436938,1.6656432357480129,Iris-versicolor
+10,6.179417269733254,3.054257005067609,4.899686513807696,1.6708706010956156,Iris-versicolor
+11,6.200587962907122,3.054103021571181,4.9824439180179745,1.7046503077532558,Iris-virginica
+12,6.179427465168513,3.054491806839252,4.89967428101599,1.6709909978391777,Iris-versicolor
+13,6.200730718576217,3.054154540135914,4.983606354035383,1.704954364057817,Iris-virginica
+14,5.1089477161730255,3.0561077452642005,1.510022382054706,0.2615309882995557,Iris-setosa
+15,5.108947716173026,3.0543589843091223,1.5100223820547085,0.2615310305575354,Iris-setosa
+16,5.1089477161730255,3.054267479504126,1.5100223820547056,0.2615308452147614,Iris-setosa
+17,6.186859814300667,3.05417321983866,4.944964345749961,1.701302455115196,Iris-versicolor
+18,5.108947716173026,3.054336489116074,1.5100223820547092,0.2615310618108086,Iris-setosa
+19,5.1089477161730255,3.056859360429495,1.5100223820547056,0.26153088717729167,Iris-setosa
+20,6.182806039092359,3.0542422161939933,4.929272847774518,1.6970735266346322,Iris-versicolor
+21,5.1089477161730255,3.056826230261565,1.5100223820547056,0.26153089521480494,Iris-setosa
+22,6.17936827363365,3.054075748456311,4.899497538302445,1.6666332315232266,Iris-versicolor
+23,6.194460098319817,3.0541717156907806,4.969910885671301,1.7059901189571491,Iris-versicolor
diff --git a/iris/lct_gan/3/10/test.csv b/iris/lct_gan/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/train.csv b/iris/lct_gan/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/10/val.csv b/iris/lct_gan/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/synth.csv b/iris/lct_gan/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3dc3ad7847efb2d909be009c2d3626e9064293b1
--- /dev/null
+++ b/iris/lct_gan/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.058562288008556,1.5100223820547056,0.2615309246513082,Iris-setosa
+1,6.180134532032326,3.0541264727372366,4.907003632104358,1.68257489769045,Iris-versicolor
+2,5.108947746605238,3.0586560391935302,1.5100224368515376,0.2618149081540682,Iris-setosa
+3,5.108947716173027,3.054340186730667,1.510022382054712,0.2615311109351405,Iris-setosa
+4,5.1089477161730255,3.0565207485444628,1.5100223820547056,0.2615308812523396,Iris-setosa
+5,5.108947716173026,3.0545942089340876,1.5100223820547085,0.2615310531052853,Iris-setosa
+6,6.231086448809854,3.054116790918017,5.036414922814113,1.7008904017750497,Iris-virginica
+7,5.1089477161730255,3.05571272590305,1.5100223820547056,0.26153089205281405,Iris-setosa
+8,5.1089477161730565,3.054599351243031,1.5100223820547987,0.26153181558830824,Iris-setosa
+9,5.1089477161730255,3.0637160929275895,1.510022382054707,0.2615311668429307,Iris-setosa
+10,5.1089477161730255,3.0541997070462936,1.5100223820547065,0.26153094460808873,Iris-setosa
+11,6.195823313799072,3.0540664707751928,4.976817251933408,1.7063644397298041,Iris-virginica
+12,6.179366520245184,3.0540054066983924,4.899491535715695,1.6656559326631726,Iris-versicolor
+13,6.197665380770658,3.0541581531798427,4.976571417427058,1.7051425962252447,Iris-virginica
+14,5.108947716174243,3.054033563570575,4.899491293669876,1.6654314033309352,Iris-versicolor
+15,5.108947716238842,3.0540044472956764,4.899491294008048,1.6654427776613865,Iris-versicolor
+16,6.232443007628555,3.0541291221736557,5.03880366729622,1.7025432839902903,Iris-virginica
+17,6.181703450558208,3.054347451406091,4.916646545646042,1.692484391612885,Iris-versicolor
+18,6.215343441020333,3.0541227671611275,5.009550286546964,1.7029042898811524,Iris-virginica
+19,5.1089477161730255,3.0571331335305394,1.5100223820547056,0.261530891187927,Iris-setosa
+20,6.291565469956958,3.0541153956781364,5.11058056444148,1.7047587191456133,Iris-virginica
+21,5.1089477161730255,3.0545228098109662,1.5100223820547058,0.2615309171424295,Iris-setosa
+22,5.108947777151115,3.054831311168673,4.899491453189253,1.6659195219667124,Iris-versicolor
+23,6.179481724595944,3.0545576272164787,4.899850775679313,1.6729353824907076,Iris-versicolor
+24,5.1089477161730255,3.05559970447966,1.5100223820547058,0.26153096430570505,Iris-setosa
+25,5.1089477161730255,3.054349753227396,1.510022382054707,0.26153097837938477,Iris-setosa
+26,5.108947716173028,3.312242635572565,1.5100223820548349,0.26153434023158056,Iris-setosa
+27,5.1089477161730255,3.07257276517858,1.510022382054706,0.26153106543712434,Iris-setosa
+28,5.1089477161730255,3.0603270742241424,1.5100223820547058,0.26153095676973054,Iris-setosa
+29,5.108947716173137,3.4154121796574954,1.5100223820580774,0.2615478517513692,Iris-setosa
+30,5.108947716175677,3.067883047843487,1.5100223820672687,0.2615468169998247,Iris-setosa
+31,5.1089477161730255,3.058892902658113,1.5100223820547056,0.26153091686239094,Iris-setosa
+0,5.1089477161730255,3.055519135149592,1.5100223820547056,0.2615308726882086,Iris-setosa
+1,5.108947716173108,3.3425854751427706,1.5100223820570784,0.261544780362011,Iris-setosa
+2,5.1089477161730255,3.0569209248546896,1.5100223820547056,0.26153088680869635,Iris-setosa
+3,6.185108327900326,3.0540515283122445,4.937901734624749,1.7010675115626603,Iris-virginica
+4,5.1089477161730255,3.0549216447630387,1.5100223820547056,0.2615308569163911,Iris-setosa
+5,5.1089477161730255,3.0557125423731364,1.5100223820547056,0.26153088665227486,Iris-setosa
+6,6.179367226491846,3.0540982283237565,4.8994935505698995,1.6663109408697803,Iris-versicolor
+7,5.1089477161730255,3.0638832790191115,1.5100223820547058,0.261531013421024,Iris-setosa
+8,5.1089477161730255,3.1635859430423228,1.5100223820547105,0.261531643592996,Iris-setosa
+9,5.1089477161730255,3.0549629208820206,1.5100223820547056,0.2615308622469862,Iris-setosa
+10,5.1089477161730255,3.0550678674923235,1.5100223820547056,0.2615308570105824,Iris-setosa
+11,5.1089477161730255,3.056456252067912,1.5100223820547056,0.26153089773232646,Iris-setosa
+12,6.1856150250515265,3.0540993703170085,4.942063799364607,1.6997472110162335,Iris-versicolor
+13,6.246247906527269,3.054119671213233,5.0636284124535464,1.7038747689069171,Iris-virginica
+14,6.179400747797769,3.0540722503261057,4.899727701626479,1.6706608700923113,Iris-versicolor
+15,5.1089477161730255,3.060791100228967,1.5100223820547074,0.26153116160568374,Iris-setosa
+16,5.1089477161730255,3.05498944447617,1.5100223820547056,0.26153085206646043,Iris-setosa
+17,6.196000425031513,3.0541627225741013,4.973064986411858,1.7050867526778872,Iris-virginica
+18,5.1089477161730334,3.0540250329591503,1.5100223820547227,0.261531070120994,Iris-setosa
+19,6.18613949572345,3.05419714104857,4.9430018719984155,1.6996261340097816,Iris-versicolor
+20,5.1089477161730255,3.054343825960813,1.5100223820547056,0.26153084695767886,Iris-setosa
+21,5.108951629462848,3.057003524786282,4.899502632131438,1.668722864740616,Iris-versicolor
+22,6.206161393483866,3.054141112216094,4.994111589389431,1.704469253419679,Iris-virginica
+23,5.108947716238648,3.054027520412373,4.899491293951828,1.6654465789167217,Iris-versicolor
+24,6.180167185347156,3.054025749616609,4.913215319841261,1.6887116095795465,Iris-versicolor
+25,6.187843877605352,3.0541767274459617,4.948605150286539,1.7015260772661585,Iris-versicolor
+26,5.1089477161730255,3.0543690057316306,1.5100223820547056,0.2615308662727873,Iris-setosa
+27,6.203409451368775,3.0541079398382966,4.988550571723863,1.703458503483361,Iris-virginica
+28,5.108947716173026,3.0545100514131,1.510022382054708,0.2615310502714912,Iris-setosa
+29,6.179402077943586,3.0540868975841065,4.899699825632168,1.669895033556615,Iris-versicolor
+30,6.191937989471569,3.054071887240748,4.965725333080257,1.703215592535251,Iris-virginica
+31,6.244289493009107,3.0541224289413567,5.0623402701569695,1.702667173402551,Iris-virginica
+0,5.1089477161730255,3.0549729199418514,1.5100223820547056,0.2615308809726257,Iris-setosa
+1,6.179386873025993,3.0541303184888444,4.89957825862949,1.6688252852926129,Iris-versicolor
+2,6.183077818453736,3.0541094267676696,4.928603384608193,1.6962227118871116,Iris-versicolor
+3,5.1089477161730255,3.058057317124045,1.5100223820547056,0.26153093008758005,Iris-setosa
+4,6.208785807703199,3.054069073234897,5.0095330271036,1.7100071871463103,Iris-virginica
+5,5.1089477161730255,3.055610027534184,1.5100223820547056,0.2615308698632679,Iris-setosa
+6,6.214167816761102,3.0541055400639374,5.005867834223137,1.7020851554821268,Iris-virginica
+7,5.1089477161765995,3.0543295409643476,1.5100223820613965,0.26153551001311526,Iris-setosa
+8,6.204149910736396,3.05415813040211,4.991486428053766,1.7045200790086443,Iris-virginica
+9,6.194529891467577,3.054155407463168,4.968294382464724,1.7039983092154405,Iris-virginica
+10,5.108947716184402,3.054002836018719,4.899491293724047,1.6654344311769034,Iris-versicolor
+11,5.1089477161730255,3.0821404709514653,1.5100223820547076,0.26153128388930885,Iris-setosa
+12,5.1089477161730255,3.0685162904407384,1.5100223820547058,0.2615310322262815,Iris-setosa
+13,5.1089477161730255,3.056102089041314,1.5100223820547056,0.2615308781088645,Iris-setosa
+14,5.1089477161730255,3.054855954033999,1.5100223820547056,0.2615308621316755,Iris-setosa
+15,5.108947716173026,3.0561005821641314,1.5100223820547098,0.2615312223050201,Iris-setosa
+16,6.2140799806331195,3.054131595513425,5.008576653831746,1.7034294006297488,Iris-virginica
+17,6.189033634370459,3.0541462109064974,4.9528863896068,1.7026121977205593,Iris-versicolor
+18,6.209249495562616,3.0541183440046913,4.9981981690782575,1.703333834297332,Iris-virginica
+19,6.215792780945709,3.054126547774206,5.012340850881534,1.7029204008554952,Iris-virginica
+20,6.222839351139713,3.0541378603080207,5.023955480731754,1.7035414139896383,Iris-virginica
+21,6.228285748817453,3.0541267349641528,5.032768515211862,1.702177762589406,Iris-virginica
+22,5.1089477161730255,3.0579326153901003,1.5100223820547056,0.261530923647923,Iris-setosa
+23,5.1089477161730255,3.067897081442206,1.510022382054706,0.2615310468552642,Iris-setosa
+24,6.195681592742908,3.0541457712748783,4.9697796638743625,1.7032245158877881,Iris-virginica
+25,5.1089477161730255,3.074916648239746,1.5100223820547058,0.2615310629846303,Iris-setosa
+26,6.186500956992953,3.054193021146639,4.944255298425486,1.7000029768122393,Iris-versicolor
+27,5.1089477161730255,3.0547678204843445,1.510022382054706,0.26153094028916823,Iris-setosa
+28,5.1089477161730805,3.055641113416342,1.5100223820548928,0.2615324293361883,Iris-setosa
+29,6.219539334676565,3.0541305662768665,5.017437964725901,1.7029195101515673,Iris-virginica
+30,5.108947716173201,3.115484922934306,1.5100223820567478,0.26153993878217696,Iris-setosa
+31,5.1089477161730255,3.0654741235519603,1.5100223820547058,0.26153103456462706,Iris-setosa
+0,5.108947716173232,3.0780864867467446,1.5100223820560073,0.2615378166609564,Iris-setosa
+1,5.1089477161730255,3.0582980532307893,1.5100223820547056,0.2615309072629136,Iris-setosa
+2,6.1809323763386175,3.0541562917070704,4.91496223189998,1.6890523299331515,Iris-versicolor
+3,5.1089477161730255,3.0548750393338286,1.5100223820547056,0.2615308524276295,Iris-setosa
+4,6.209816126014291,3.0541360537231697,5.000463608595056,1.7038758553699498,Iris-virginica
+5,6.259047094728104,3.054111813461498,5.0811152427304505,1.7077439541428463,Iris-virginica
+6,6.1803406324707115,3.0543356703754467,4.905554547061767,1.682958906907477,Iris-versicolor
+7,6.211760991959359,3.054141705946432,5.0056446245958055,1.703927496621853,Iris-virginica
+8,6.184560716827397,3.0541882014614483,4.935473377844095,1.6976092214255063,Iris-versicolor
+9,5.108947716173031,3.4235448602087675,1.5100223820550114,0.2615365692141699,Iris-setosa
+10,6.19565804205234,3.0541203292016794,4.968688204191078,1.7026460640457268,Iris-virginica
+11,5.1089477161730255,3.054845208075842,1.5100223820547056,0.2615308534253204,Iris-setosa
+12,6.1793749706519225,3.054002423394387,4.899902000654883,1.6716081957099305,Iris-versicolor
+13,6.187949093696779,3.054201160205257,4.951472053264177,1.7041639573074525,Iris-versicolor
+14,5.1089477161730255,3.059112150068367,1.5100223820547056,0.26153091482902613,Iris-setosa
+15,5.108947716205433,3.0655178262100806,1.5100223821767926,0.261568185558842,Iris-setosa
+16,5.1089477161730255,3.058887006357171,1.5100223820547056,0.26153094022906315,Iris-setosa
+17,5.108947716173029,3.233670775049216,1.510022382054824,0.2615343309877661,Iris-setosa
+18,5.10895294150462,3.054890958541416,4.899508838519461,1.6682041748906642,Iris-versicolor
+19,6.189271400134556,3.054201888300319,4.956509697069997,1.7054407797566555,Iris-versicolor
+20,5.1089477161730255,3.0540914546776348,1.5100223820547058,0.261530876301814,Iris-setosa
+21,6.180570869316774,3.054020906257544,4.919465339488658,1.6947531352351555,Iris-versicolor
+22,5.1089477161730255,3.0544313308651736,1.5100223820547056,0.26153083873268895,Iris-setosa
+23,5.1089477161730255,3.054490765125879,1.5100223820547056,0.2615308404908862,Iris-setosa
diff --git a/iris/lct_gan/3/11/test.csv b/iris/lct_gan/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/train.csv b/iris/lct_gan/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/11/val.csv b/iris/lct_gan/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/synth.csv b/iris/lct_gan/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e89120fc8e3705070cbd3daa90f5eda060b486f
--- /dev/null
+++ b/iris/lct_gan/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2656589406473255,3.0541251618416263,5.083694053705893,1.7022769439399619,Iris-virginica
+1,5.108947716173121,3.424631073950914,1.5100223820577416,0.2615483240172392,Iris-setosa
+2,5.108947716173026,3.0547514725875056,1.510022382054708,0.2615310682294431,Iris-setosa
+3,6.179387779757047,3.054008052365512,4.900022616355814,1.671280580204912,Iris-versicolor
+4,5.1089477161730255,3.0550020900293005,1.5100223820547056,0.26153086395245045,Iris-setosa
+5,5.1089477161730255,3.0547829653244905,1.5100223820547056,0.2615308579024797,Iris-setosa
+6,5.1089477161730255,3.0690515103552753,1.5100223820547058,0.2615310200371679,Iris-setosa
+7,6.179448704107687,3.0540255934457585,4.90073986225787,1.6736613926521517,Iris-versicolor
+8,5.10894771617386,3.084576022374576,1.5100223820605403,0.26154312160048293,Iris-setosa
+9,5.1089477161730255,3.0545589146929073,1.5100223820547056,0.26153086050108904,Iris-setosa
+10,6.209290266562746,3.0541242542414295,5.001297145908215,1.703923131193811,Iris-virginica
+11,6.1847873925727015,3.0541712774175243,4.937361351458496,1.6986485032513805,Iris-versicolor
+12,6.179367650901741,3.0540429302401817,4.89949617771571,1.6664848797677212,Iris-versicolor
+13,5.1089477161730255,3.054898067709449,1.5100223820547058,0.2615309312830054,Iris-setosa
+14,6.183282556430989,3.054275736866086,4.932811884129464,1.6993837091967825,Iris-versicolor
+15,6.208646843290922,3.0541067554465156,4.998989452022282,1.7041154808277472,Iris-virginica
+16,6.191538319333014,3.054057425493607,4.965001555821418,1.7047305526730532,Iris-virginica
+17,5.108947716182233,3.060475412679023,1.5100223820855916,0.2615455185224567,Iris-setosa
+18,5.108949416394747,3.0543999599783667,4.899497164822723,1.6669293166597727,Iris-versicolor
+19,6.195600874807663,3.0540652339166465,4.976229092626829,1.7040067464328665,Iris-virginica
+20,6.180544603725883,3.054418528823612,4.906360898406595,1.6853676411283955,Iris-versicolor
+21,5.1089477171934465,3.054046771243808,4.899491298569771,1.6654928428915918,Iris-versicolor
+22,5.1089477161730255,3.06200881556884,1.5100223820547056,0.26153094984246433,Iris-setosa
+23,5.1089477161730255,3.0542234535556485,1.5100223820547058,0.2615308813603864,Iris-setosa
+24,6.20379544007596,3.054144789581019,4.99044089349804,1.7040549553751283,Iris-virginica
+25,5.1089477340646345,3.0540472660809286,4.89949136128708,1.6656205718140982,Iris-versicolor
+26,5.1089477161730255,3.0773069257310928,1.5100223820547085,0.26153132651998595,Iris-setosa
+27,6.1940056104282135,3.054176719019081,4.96852697847774,1.7052758788118942,Iris-virginica
+28,5.108947716173033,3.054037616944171,1.5100223820547214,0.26153108404434827,Iris-setosa
+29,6.187686092161619,3.0541383854410347,4.945327682046459,1.7004212226654078,Iris-versicolor
+30,5.1089477161730255,3.0586396056192124,1.5100223820547056,0.2615309246400165,Iris-setosa
+31,5.1089477161730255,3.056722723214019,1.5100223820547056,0.26153089642090677,Iris-setosa
+0,5.1089477161730255,3.0696279939119795,1.5100223820547065,0.26153112866459033,Iris-setosa
+1,5.1089477161730255,3.058327407552488,1.5100223820547058,0.2615309757521358,Iris-setosa
+2,5.1089477161730255,3.065278338992198,1.5100223820547058,0.26153099405096064,Iris-setosa
+3,6.180173259776495,3.054479961311527,4.903471876295403,1.68240370798444,Iris-versicolor
+4,6.179542147697012,3.054789729468361,4.900030666219216,1.6745331764624711,Iris-versicolor
+5,6.179434570534256,3.0540123838332427,4.901148579341128,1.6756282496332746,Iris-versicolor
+6,5.1089477161730255,3.05458409159607,1.5100223820547056,0.2615308862794408,Iris-setosa
+7,5.1089477161730255,3.0582921999949804,1.5100223820547056,0.26153093002098016,Iris-setosa
+8,5.1089477161730255,3.0556114171896844,1.5100223820547056,0.2615308660813796,Iris-setosa
+9,6.1793669896096555,3.0540178995716967,4.899494700754039,1.6661488480485973,Iris-versicolor
+10,6.188710131682916,3.054100685998332,4.950899765141387,1.7010166435592222,Iris-virginica
+11,5.1089477161730255,3.0701786029707354,1.510022382054706,0.2615310664197491,Iris-setosa
+12,5.1089477161730255,3.0544056744096166,1.5100223820547056,0.26153085117818364,Iris-setosa
+13,5.1089477161730255,3.061166682122143,1.5100223820547056,0.26153093899976243,Iris-setosa
+14,5.1089477161730255,3.0613682108462084,1.5100223820547056,0.2615309407147125,Iris-setosa
+15,6.217194511355388,3.0541467118656835,5.017194906738701,1.7044812762913786,Iris-virginica
+16,5.1089477161730255,3.0547565196601205,1.5100223820547056,0.26153084750868616,Iris-setosa
+17,5.108947716173039,3.059191144401871,1.5100223820547722,0.2615321543565896,Iris-setosa
+18,5.108947716183951,3.054019177215716,4.899491293717441,1.6654367148809883,Iris-versicolor
+19,6.208775517348173,3.0541220968845284,4.996665811911502,1.7032930185239363,Iris-virginica
+20,5.108947716173026,3.054161835085221,1.5100223820547074,0.2615309798414832,Iris-setosa
+21,6.179377552023494,3.0541219739904233,4.899541156514795,1.6685134430774808,Iris-versicolor
+22,5.1089477161730255,3.054511696239576,1.5100223820547056,0.26153084319930564,Iris-setosa
+23,5.1089477161730255,3.054793600349681,1.5100223820547056,0.2615308555010864,Iris-setosa
+24,6.187577943040138,3.05416562750851,4.947446397534399,1.7012890456165026,Iris-versicolor
+25,5.108947716173032,3.054466281893342,1.5100223820547252,0.2615312929198214,Iris-setosa
+26,5.1089477161730255,3.0543277885253484,1.5100223820547056,0.2615308595695907,Iris-setosa
+27,6.212499053032854,3.054094573095115,5.010799294931739,1.7048895482181465,Iris-virginica
+28,5.1089477161730255,3.0541870956534733,1.5100223820547056,0.261530853334556,Iris-setosa
+29,6.179518435293706,3.054004818872767,4.905961516997682,1.6869904612704094,Iris-versicolor
+30,5.108947917004924,3.058084782617053,4.8994918661717035,1.6666259407200592,Iris-setosa
+31,6.205022792193017,3.054155693889067,4.9937583023412975,1.7050305012990612,Iris-virginica
+0,6.186309124138783,3.0540845384663013,4.940352969547993,1.6993305671250745,Iris-versicolor
+1,6.192617310465636,3.0541468071774767,4.962423057517051,1.7029060778143115,Iris-virginica
+2,5.1089477161730255,3.0560920478219256,1.5100223820547056,0.2615308801642546,Iris-setosa
+3,5.1089477161730255,3.0562167161502063,1.5100223820547056,0.261530883575713,Iris-setosa
+4,6.18104828244266,3.054067936989532,4.917619080885785,1.690617358724713,Iris-versicolor
+5,5.1089477161730255,3.054319953488459,1.5100223820547056,0.2615308394164716,Iris-setosa
+6,6.17942257161798,3.0540642517574224,4.89993098057351,1.6716177516090753,Iris-versicolor
+7,5.1089477161730255,3.0550321399333953,1.5100223820547056,0.2615308654973401,Iris-setosa
+8,5.108947716201018,3.0540060489505043,4.899491293817348,1.6654376106836062,Iris-versicolor
+9,5.108953754144853,3.055102723686642,4.899511827601508,1.6684156000258898,Iris-versicolor
+10,6.209279178635488,3.0541213301515895,4.998233375841352,1.7033753874300233,Iris-virginica
+11,5.10894771623643,3.1215725843989732,1.5100223823792154,0.2616119872790288,Iris-setosa
+12,5.108947716173033,3.1363694936870163,1.5100223820548273,0.26153386490109,Iris-setosa
+13,6.225683309665221,3.054122474823835,5.029056496711142,1.7016450596501869,Iris-virginica
+14,5.1089477161730255,3.0553046247027464,1.5100223820547058,0.2615309101077033,Iris-setosa
+15,6.186584440635405,3.0540553322187303,4.945777606343878,1.7018620553554444,Iris-virginica
+16,5.1089477161730255,3.0555274882761325,1.5100223820547058,0.2615309226522176,Iris-setosa
+17,5.1089477161730255,3.057071320172776,1.5100223820547056,0.2615309089316369,Iris-setosa
+18,6.179372431501863,3.0540116148277185,4.899577609360674,1.6687233007124562,Iris-versicolor
+19,5.1089477161730255,3.0582697582308707,1.5100223820547056,0.2615309184074287,Iris-setosa
+20,5.108947716173026,3.054264304305821,1.5100223820547094,0.2615310600280508,Iris-setosa
+21,5.1089477161730255,3.0547369882638704,1.5100223820547056,0.2615308792142632,Iris-setosa
+22,6.179366506039409,3.0540036788852225,4.899491416728478,1.6656389999339096,Iris-versicolor
+23,5.108947716173035,3.0540768497489874,1.5100223820547287,0.2615311765818519,Iris-setosa
+24,6.179497219802608,3.054021358334534,4.902137859484897,1.6782357584650884,Iris-versicolor
+25,6.190930769382184,3.054198716019979,4.961251210100272,1.7062633073135014,Iris-versicolor
+26,5.1089477161730255,3.055297689707016,1.5100223820547056,0.2615308726222753,Iris-setosa
+27,6.181617241819197,3.0540227889720297,4.9244173677006025,1.697696660492413,Iris-virginica
+28,5.1089477161730255,3.074845981173578,1.5100223820547083,0.2615313125235484,Iris-setosa
+29,5.108947716173577,3.054015370877069,4.899491293666691,1.6654302860226604,Iris-versicolor
+30,6.191555672106496,3.0541880002225086,4.9625251383697595,1.705889883770078,Iris-versicolor
+31,5.108947716173027,3.1239306475608064,1.5100223820547378,0.2615324708514966,Iris-setosa
+0,5.1089477161730255,3.061302969986819,1.5100223820547058,0.26153097525715446,Iris-setosa
+1,5.1089477161730255,3.055317726665793,1.5100223820547056,0.26153086022369393,Iris-setosa
+2,6.214378004931474,3.0541471787777565,5.011312238084411,1.7039814837203644,Iris-virginica
+3,5.1089477161730255,3.057846561594581,1.5100223820547056,0.26153092500793956,Iris-setosa
+4,5.1089477161730255,3.055221211665217,1.5100223820547056,0.26153085868399445,Iris-setosa
+5,6.179368723756003,3.054014883597414,4.8995134601658945,1.6672993589744465,Iris-versicolor
+6,6.197766376840475,3.054170819573781,4.978307554840518,1.705824640523028,Iris-virginica
+7,5.1089477161730255,3.0547600832998896,1.5100223820547056,0.2615308557220539,Iris-setosa
+8,5.1089477161730255,3.101377319802284,1.510022382054709,0.2615314387042871,Iris-setosa
+9,5.108947716174844,3.0540452588074,4.8994912936725195,1.6654328467759418,Iris-versicolor
+10,6.180029926974302,3.0540147682670633,4.914724175086632,1.6966308826716754,Iris-versicolor
+11,6.18079120631493,3.054241399717304,4.91024178273838,1.6873095486115843,Iris-versicolor
+12,5.1089477161730255,3.056030887283283,1.510022382054706,0.26153098093991994,Iris-setosa
+13,5.108947716174095,3.1286117357701526,1.5100223820658638,0.26155225482027844,Iris-setosa
+14,6.218740591184271,3.054121365443869,5.022485401389803,1.7044475633108433,Iris-virginica
+15,6.1793669815924,3.054001441621133,4.899504420542814,1.6669280107834097,Iris-versicolor
+16,6.183939869939152,3.05422335557744,4.93389045863773,1.6970580029376046,Iris-versicolor
+17,5.1089477161730255,3.0552664650706087,1.5100223820547056,0.26153088398747587,Iris-setosa
+18,6.190029068656883,3.0541720863100212,4.956314196353371,1.7037493754121995,Iris-versicolor
+19,5.108947741509659,3.0540676725930083,4.899491401788565,1.6656750344695916,Iris-versicolor
+20,6.180130526044523,3.0542293420585813,4.905041733667591,1.6823117485135333,Iris-versicolor
+21,5.1089477161730255,3.0547223608090395,1.5100223820547056,0.26153086613354853,Iris-setosa
+22,6.20368174699085,3.0541585664743156,4.991076535034136,1.7051844103700757,Iris-virginica
+23,6.210732385918725,3.0541318600545893,5.002779707079497,1.7037518158757088,Iris-virginica
diff --git a/iris/lct_gan/3/12/test.csv b/iris/lct_gan/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/train.csv b/iris/lct_gan/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/12/val.csv b/iris/lct_gan/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/synth.csv b/iris/lct_gan/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5991015162620e1924662a8c7282d1c043d5578e
--- /dev/null
+++ b/iris/lct_gan/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0731295466381034,1.5100223820547058,0.26153104501450924,Iris-setosa
+1,6.215087752190719,3.054139414753058,5.01446232412836,1.704113314426985,Iris-virginica
+2,5.1089477161730255,3.05768865302067,1.5100223820547056,0.26153089684160846,Iris-setosa
+3,6.212574024822697,3.054152982395589,5.011170210375106,1.704908380244049,Iris-virginica
+4,6.179520552112896,3.054015623373768,4.903688692971758,1.6810714791832142,Iris-versicolor
+5,5.1089477161730255,3.0541228750251994,1.510022382054706,0.2615309106406278,Iris-setosa
+6,6.187926942243511,3.054137187289541,4.947824867110949,1.7014433527310309,Iris-versicolor
+7,5.108947716174757,3.0556399921129684,1.5100223820595433,0.2615364659318988,Iris-setosa
+8,5.108947716173026,3.11622258439274,1.5100223820547163,0.2615318563243352,Iris-setosa
+9,5.108947741091031,3.0548623853286627,4.899491356934644,1.6658001086577585,Iris-versicolor
+10,6.179369377648524,3.0542798343927626,4.899497452514845,1.6669501714278026,Iris-versicolor
+11,6.2095601109051275,3.054133140122909,5.000096476471702,1.7037462758930368,Iris-virginica
+12,5.108947717036907,3.0545990070238243,4.89949129622075,1.665517340066193,Iris-setosa
+13,6.212373951318364,3.0541279427122285,5.004741042708328,1.7033442486817187,Iris-virginica
+14,6.210994248961354,3.054153284970913,5.005420089243114,1.7045096548363023,Iris-virginica
+15,6.2635421281683294,3.0541132215177837,5.072079936636237,1.7004434119599614,Iris-virginica
+16,5.1089477161730255,3.054142965664464,1.5100223820547056,0.2615308591195315,Iris-setosa
+17,6.238818298085597,3.0541195804167387,5.048529776357657,1.700982718506323,Iris-virginica
+18,6.1898297592602125,3.054170573949077,4.9564104427638105,1.703778161788592,Iris-versicolor
+19,6.193081998079057,3.05416022537494,4.964600530153487,1.7035489735537437,Iris-virginica
+20,5.1089594364304975,3.0565247902273334,4.899526576824379,1.6700120718080316,Iris-versicolor
+21,6.226165701430101,3.054125728027384,5.027886519067394,1.7026459596408707,Iris-virginica
+22,6.183881517142394,3.054263043921185,4.936686485335988,1.7013934308966001,Iris-versicolor
+23,5.1089477161730255,3.054190103823458,1.5100223820547063,0.2615309290782356,Iris-setosa
+24,5.1089477161730255,3.0571916654861475,1.5100223820547056,0.261530897749361,Iris-setosa
+25,6.202683451483759,3.0541330471002093,4.985650885183966,1.7037780378078256,Iris-virginica
+26,6.179488761153435,3.054063981984046,4.900610120665345,1.6739500500561149,Iris-versicolor
+27,6.180521659406336,3.0544692270755385,4.905897816128644,1.6848088793896472,Iris-versicolor
+28,5.108947716173036,3.0543023551683115,1.5100223820547343,0.2615313455833024,Iris-setosa
+29,5.1089477161730255,3.054749979746739,1.5100223820547056,0.2615308533618141,Iris-setosa
+30,6.250703061355876,3.0541095071500486,5.065365750523935,1.7084493427139027,Iris-virginica
+31,5.1089477161730255,3.0560371162321927,1.5100223820547056,0.2615308798529955,Iris-setosa
+0,5.108947716173101,3.0540492508031187,1.510022382054863,0.2615314920093603,Iris-setosa
+1,5.1089477161730255,3.0543969227042003,1.5100223820547056,0.26153084666852766,Iris-setosa
+2,6.179366507299705,3.0540030996087144,4.8994914442843704,1.6656350021404476,Iris-versicolor
+3,6.188225145019566,3.0541518745123373,4.949256415996274,1.7018974616522382,Iris-versicolor
+4,5.1089477161730255,3.0572048450268055,1.5100223820547072,0.2615311057377053,Iris-setosa
+5,6.179424136266332,3.0545281044074777,4.899682011625125,1.6710734152772093,Iris-versicolor
+6,5.108947716173046,3.0541094148694174,1.5100223820547531,0.26153130768537663,Iris-setosa
+7,6.2283375129285625,3.0541267401586327,5.030860796419047,1.7027414085178245,Iris-virginica
+8,5.108947716173334,3.057369299903434,1.5100223820558702,0.26153437734721674,Iris-setosa
+9,6.179366490392551,3.054002365437769,4.899491304806689,1.6654950547464455,Iris-versicolor
+10,5.108947716173051,3.054013577630586,4.899491293664618,1.66542829139432,Iris-versicolor
+11,5.1089477161730255,3.0548136640732375,1.5100223820547056,0.26153084855832387,Iris-setosa
+12,5.108949651469889,3.0596274078850123,4.899497157649456,1.6684665791634032,Iris-versicolor
+13,5.108947724058441,3.054068741706321,4.899491320418105,1.6655641303475734,Iris-versicolor
+14,6.201146931366809,3.0541477473029173,4.98297067497876,1.704097820093823,Iris-virginica
+15,5.1089477161730255,3.0569421265844516,1.5100223820547056,0.26153089604164065,Iris-setosa
+16,5.1089477161730255,3.054082966771314,1.5100223820547056,0.26153085025765516,Iris-setosa
+17,6.1801508779928715,3.05423198689166,4.905059324933134,1.681901377070364,Iris-versicolor
+18,5.1089477161730255,3.0549308960189685,1.5100223820547056,0.2615308531355767,Iris-setosa
+19,6.18641777174291,3.054233140946671,4.946631529811155,1.7032749271199812,Iris-versicolor
+20,5.108947716173067,3.05645026279458,1.5100223820548877,0.26153247392851425,Iris-setosa
+21,6.1902871453229436,3.0541649689540784,4.9564737336429,1.7032677884379517,Iris-versicolor
+22,6.180262651658356,3.0540742467232986,4.91318447483967,1.6881512882932614,Iris-versicolor
+23,5.108947716173029,3.077523149727512,1.5100223820547407,0.26153215505510796,Iris-setosa
+24,6.236047571192334,3.0541254503050697,5.046052008166951,1.7011690028706554,Iris-virginica
+25,5.108947716173032,3.054404823596533,1.5100223820547223,0.26153124609662126,Iris-setosa
+26,5.1089477161730255,3.056476249382618,1.5100223820547074,0.2615310887158209,Iris-setosa
+27,6.179378689283027,3.0540136807010834,4.899679406073542,1.6693041298041489,Iris-versicolor
+28,5.108947716173028,3.0604418279123276,1.510022382054725,0.2615316203246683,Iris-setosa
+29,6.186561075394326,3.054179103448971,4.945808810917206,1.7022833452626958,Iris-versicolor
+30,5.1089477161730255,3.054969889484654,1.5100223820547056,0.2615308894051464,Iris-setosa
+31,5.108947716175009,3.0540046959539,4.899491293675195,1.66543112279466,Iris-versicolor
+0,5.108950177190633,3.057225236166117,4.899497954117952,1.6682017226000425,Iris-versicolor
+1,6.179899641171023,3.054039120881378,4.90975736769463,1.6877216133710118,Iris-versicolor
+2,5.1089477161730255,3.0722075181124064,1.5100223820547058,0.2615310563969038,Iris-setosa
+3,6.214473267405102,3.0541099885639027,5.01411924891755,1.7064426487549094,Iris-virginica
+4,6.179372164648953,3.054009279148748,4.899586804479599,1.6686417601120824,Iris-versicolor
+5,6.185601363141155,3.054063954898542,4.940050053810111,1.6995402447024561,Iris-virginica
+6,5.1089477161730255,3.067012954258467,1.5100223820547074,0.26153122909577076,Iris-setosa
+7,5.1089477161730255,3.057408288941863,1.5100223820547056,0.26153089964031945,Iris-setosa
+8,5.1089477161730255,3.054892657400547,1.5100223820547056,0.2615308746801379,Iris-setosa
+9,6.180209399071096,3.0540268861418216,4.914548732219495,1.6920781979952821,Iris-versicolor
+10,6.230064887061034,3.054118241574071,5.035141050825419,1.7009288912777474,Iris-virginica
+11,5.108947716173026,3.178883721562802,1.5100223820547227,0.26153223228846884,Iris-setosa
+12,6.179552939693773,3.0540132551923502,4.905261433171262,1.6821593451563013,Iris-versicolor
+13,5.108947716173027,3.2090429410646895,1.510022382054768,0.2615332090250686,Iris-setosa
+14,5.1089477237795915,3.061306605167031,1.5100223982399266,0.2617464013668389,Iris-setosa
+15,5.108947716173045,3.161437471041447,1.5100223820550651,0.2615354182673813,Iris-setosa
+16,6.182648449904381,3.0542110061725642,4.928380009265192,1.6969359340850205,Iris-versicolor
+17,5.1089477161730255,3.0592310017863262,1.5100223820547058,0.2615309656525953,Iris-setosa
+18,6.205898953177418,3.0541473561447274,4.992991126337189,1.7041125738050378,Iris-virginica
+19,6.1897660754878645,3.054118019431436,4.95209032279532,1.701558938694587,Iris-virginica
+20,6.180664102913748,3.0542820094586904,4.908452266118922,1.685716426757127,Iris-versicolor
+21,5.108947720323579,3.0540453109723065,4.899491310341114,1.665536258036205,Iris-versicolor
+22,6.210892580811439,3.054140908096922,5.003201731736855,1.7040042080898048,Iris-virginica
+23,6.180426689921983,3.0541243815627914,4.909811858446301,1.6857758967419048,Iris-versicolor
+24,6.182682366593844,3.054051542518456,4.927488483974383,1.6981142016128037,Iris-versicolor
+25,6.184722182676563,3.054133753486621,4.937354944828161,1.6991447852091115,Iris-versicolor
+26,6.226422742786053,3.0541284550665697,5.02754438186981,1.7030355789875826,Iris-virginica
+27,6.216702771820848,3.0541316548789124,5.013554552448471,1.7031231224593453,Iris-virginica
+28,5.1089477161730255,3.0544804755273285,1.5100223820547056,0.26153087238118256,Iris-setosa
+29,5.1089477161730255,3.054543317668863,1.5100223820547056,0.2615308447627224,Iris-setosa
+30,6.256906265843285,3.0541230760251685,5.0768756980981,1.7023826375434112,Iris-virginica
+31,6.19780693310962,3.0541703059365415,4.9778082754138415,1.7050574573278217,Iris-virginica
+0,5.1089477161730255,3.0554314568527294,1.5100223820547056,0.26153086300598566,Iris-setosa
+1,6.179366495982889,3.054007826228756,4.899491327865915,1.6655309094157051,Iris-versicolor
+2,6.1798092202972335,3.054101356683698,4.904029404780077,1.680223923824792,Iris-versicolor
+3,5.108952751702731,3.0584226253668567,4.899507279232777,1.669521256423308,Iris-versicolor
+4,5.108947716178642,3.0540041569589818,4.899491293692553,1.6654331863490082,Iris-versicolor
+5,5.1089477161730255,3.054707338674337,1.5100223820547056,0.26153084537321386,Iris-setosa
+6,6.192275041823741,3.054138070011574,4.961454465059569,1.701830642544393,Iris-virginica
+7,5.108947716173033,3.0546162442458487,1.5100223820547305,0.26153137136367094,Iris-setosa
+8,5.108947716179618,3.080087801565318,1.5100223820879926,0.26155667585176573,Iris-setosa
+9,6.190446391355686,3.0541014758360165,4.9552674111133435,1.700308011912326,Iris-virginica
+10,5.108947725199071,3.058410980876833,1.510022398527137,0.26172984816573386,Iris-setosa
+11,5.1089477161730255,3.055795753668628,1.5100223820547056,0.26153088315706235,Iris-setosa
+12,6.179486751743311,3.054149772835735,4.9002209871974935,1.6734200926383436,Iris-versicolor
+13,5.1089477161730255,3.0544621877877276,1.5100223820547058,0.2615308962696071,Iris-setosa
+14,6.179381999212966,3.0541780486928,4.89954847870039,1.668478636496862,Iris-versicolor
+15,5.108947716173029,3.054186635030117,1.5100223820547156,0.2615311110234694,Iris-setosa
+16,6.180319065688784,3.0541181649271896,4.909921437933076,1.6853492903436262,Iris-versicolor
+17,5.1089477161730255,3.0555737785651624,1.5100223820547056,0.2615308660479486,Iris-setosa
+18,6.200014099925431,3.05413809306601,4.978377386798505,1.7030966264644816,Iris-virginica
+19,6.196503369619304,3.054153966466583,4.975580537775318,1.7040421592549637,Iris-virginica
+20,5.1089477161730255,3.054059494317952,1.5100223820547058,0.2615308756383788,Iris-setosa
+21,6.183533604840341,3.0541511672455055,4.930538799804871,1.6969852490662256,Iris-versicolor
+22,6.181555292627019,3.0543546270081294,4.915240337188026,1.6918749527358259,Iris-versicolor
+23,5.10894771618441,3.0540091321892953,4.899491293721338,1.6654356278038187,Iris-versicolor
diff --git a/iris/lct_gan/3/13/test.csv b/iris/lct_gan/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/train.csv b/iris/lct_gan/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/13/val.csv b/iris/lct_gan/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/synth.csv b/iris/lct_gan/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2439a57f67ddcbfe5dee3c8799dde9c589a48a1
--- /dev/null
+++ b/iris/lct_gan/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.243100028361802,3.0541196427001904,5.050045680772423,1.7013294111439567,Iris-virginica
+1,6.179395657400513,3.0541458300869584,4.899641021424232,1.6699522315122801,Iris-versicolor
+2,5.1089477161730255,3.0633464725367716,1.5100223820547058,0.2615309717955666,Iris-setosa
+3,6.213642718628507,3.0541455366805836,5.0099546953159315,1.7041287598203707,Iris-virginica
+4,6.202241899042505,3.0541373512866996,4.9852565506770485,1.7039792749051295,Iris-virginica
+5,6.227894698594178,3.0541369098313527,5.035243081650755,1.7036458025323877,Iris-virginica
+6,6.2568016834871365,3.0541225507538026,5.076961269918025,1.7030212722596576,Iris-virginica
+7,5.1089477161730255,3.055562921523111,1.5100223820547056,0.2615308688731571,Iris-setosa
+8,5.1089477161730255,3.057761592476948,1.5100223820547056,0.2615309072626288,Iris-setosa
+9,5.108947716697533,3.054013142511121,4.8994912960388675,1.6654696695443107,Iris-versicolor
+10,5.108947716173136,3.0636182103071774,1.5100223820554501,0.26153490259984785,Iris-setosa
+11,5.1089477161730255,3.0551069683189835,1.5100223820547056,0.261530858161849,Iris-setosa
+12,5.1089477161730255,3.0585883162530547,1.5100223820547056,0.2615309295544619,Iris-setosa
+13,6.190292126663503,3.0541664422620904,4.956968366777395,1.7039214705040702,Iris-versicolor
+14,5.108947716173108,3.0540289665405504,1.5100223820549137,0.2615314064821535,Iris-versicolor
+15,5.108947716173026,3.054179838650284,1.5100223820547074,0.26153097325538616,Iris-setosa
+16,5.108947716199493,3.0540032539367745,4.89949129380712,1.6654376376291586,Iris-versicolor
+17,5.1089477161730255,3.0545981627761614,1.5100223820547058,0.2615309228344358,Iris-setosa
+18,6.199253542295298,3.054164670478998,4.980472639448944,1.704796451713105,Iris-virginica
+19,5.108947716173998,3.067668911902309,1.5100223820602798,0.2615408060541213,Iris-setosa
+20,6.1805677958052465,3.0540188825170103,4.919240527422065,1.6964527843005843,Iris-virginica
+21,5.108947716173093,3.2777113213991753,1.5100223820564183,0.261542084756756,Iris-setosa
+22,5.108947716178291,3.057617450658922,1.510022382072914,0.26154129202090537,Iris-setosa
+23,5.108947716201327,3.0540074994646687,4.899491293794827,1.6654387078928388,Iris-versicolor
+24,6.180618271356147,3.0542442833203847,4.909154129825438,1.6863124202463236,Iris-versicolor
+25,6.212083827447053,3.0541491737599884,5.010442862412586,1.704082028859352,Iris-virginica
+26,6.18675439951336,3.0541855290460576,4.945006140492614,1.7009109271172105,Iris-versicolor
+27,6.219238951126083,3.0541092163849353,5.015290289642954,1.7015984852964519,Iris-virginica
+28,5.1089477161730255,3.1058696072480414,1.5100223820547098,0.261531509020648,Iris-setosa
+29,5.1089477161730255,3.0685581722889292,1.510022382054706,0.2615310638294975,Iris-setosa
+30,5.1089477161730255,3.082703569703793,1.5100223820547074,0.2615312709721428,Iris-setosa
+31,5.1089477161730255,3.055025803522892,1.5100223820547056,0.2615308547645423,Iris-setosa
+0,5.1089477161730255,3.0628043187333183,1.5100223820547085,0.2615312601223195,Iris-setosa
+1,5.108947716177057,3.0540419449051557,4.899491293678926,1.665434472108208,Iris-versicolor
+2,6.202792007757499,3.054145641890817,4.9874880403684765,1.7047263373269919,Iris-virginica
+3,6.1793677721728475,3.0540073401188024,4.899507265596166,1.666850949803889,Iris-versicolor
+4,6.1793666580166615,3.054015651452889,4.899492310290728,1.665913880994773,Iris-versicolor
+5,6.17936650050114,3.0540053500523823,4.899491364788694,1.6655636739586703,Iris-versicolor
+6,5.1089477161730255,3.0546832128924675,1.510022382054706,0.26153093776418346,Iris-setosa
+7,6.24712922384404,3.0541251005140593,5.058178905800321,1.7018511972504196,Iris-virginica
+8,6.179461420469685,3.0547883838338787,4.899781972873284,1.6725935112366979,Iris-versicolor
+9,6.1816375903688,3.0542680601287775,4.918104457393093,1.6925236429447665,Iris-versicolor
+10,5.1089477161730255,3.057825132464817,1.5100223820547056,0.26153090134757834,Iris-setosa
+11,5.108947716306374,3.0540412146373415,4.899491294128171,1.6654542594984432,Iris-versicolor
+12,6.179556069219236,3.0541352585400756,4.900865361880999,1.6750829406233554,Iris-versicolor
+13,6.17980021105132,3.054011571917445,4.909388676124287,1.688203901815386,Iris-versicolor
+14,6.202309261825929,3.0541565487269287,4.987923159690474,1.704661449708983,Iris-virginica
+15,5.1089477161730255,3.0552763834336245,1.5100223820547056,0.2615308701673941,Iris-setosa
+16,5.1089477161730255,3.055520159657035,1.5100223820547056,0.2615308662664977,Iris-setosa
+17,5.1089477161730255,3.056804547168259,1.5100223820547056,0.26153088907519495,Iris-setosa
+18,5.1089477161730255,3.0553975208234645,1.5100223820547056,0.2615308612185505,Iris-setosa
+19,6.189024380719899,3.054149480775146,4.950978970978216,1.7018919934479046,Iris-versicolor
+20,5.1089477161730255,3.0575043990496917,1.5100223820547056,0.26153089662982765,Iris-setosa
+21,5.1089477161730255,3.0548870407211126,1.5100223820547056,0.2615308520507163,Iris-setosa
+22,5.1089477161730255,3.0572395466696176,1.5100223820547056,0.2615308915274725,Iris-setosa
+23,5.10894771633541,3.054058058346052,4.899491294287149,1.665458639178283,Iris-versicolor
+24,5.10894771617303,3.0541265484911198,1.5100223820547163,0.26153112365397674,Iris-setosa
+25,6.202963817644437,3.0541448381928005,4.9870442412974265,1.7040465605721749,Iris-virginica
+26,5.108947716173044,3.1098645543874146,1.510022382054938,0.26153468732237595,Iris-setosa
+27,6.179366792493959,3.0540202513222696,4.899493118321603,1.6660525209065755,Iris-versicolor
+28,6.281719290157765,3.0541243176442734,5.099534533195359,1.703670634574859,Iris-virginica
+29,6.206404717155164,3.054111519992236,4.99152047793388,1.702910028885581,Iris-virginica
+30,5.1089477161730255,3.0551127738611634,1.5100223820547056,0.2615308695271692,Iris-setosa
+31,6.220895293921734,3.054100100097447,5.026168178891548,1.7076215622877389,Iris-virginica
+0,5.1089477161730255,3.0638174054644947,1.5100223820547056,0.2615309656531878,Iris-setosa
+1,5.108947716400366,3.0540801785051808,4.8994912944870475,1.6654599088787203,Iris-versicolor
+2,5.108947716173026,3.2231203680151816,1.5100223820547258,0.26153233706841145,Iris-setosa
+3,6.24157060273352,3.054124049656892,5.054979867972802,1.702090431190007,Iris-virginica
+4,5.108947716173026,3.0541180852868792,1.5100223820547074,0.26153096242297336,Iris-setosa
+5,6.204001732412735,3.054139113561252,4.989018346412978,1.703914380761817,Iris-virginica
+6,5.108947716173272,3.054126514594936,1.5100223820552052,0.26153198017921647,Iris-setosa
+7,5.10894771617399,3.0540746317625667,1.5100223820567844,0.2615326825520586,Iris-setosa
+8,5.108947716173205,3.0540770755076343,1.5100223820550887,0.26153176116613436,Iris-setosa
+9,5.1089477161730255,3.0599131345790926,1.5100223820547056,0.2615309246138437,Iris-setosa
+10,6.18323752671584,3.0542123190805635,4.929798732383002,1.696097070430861,Iris-versicolor
+11,5.1089477161730255,3.0550455719283036,1.5100223820547056,0.261530854763212,Iris-setosa
+12,5.1089477161730255,3.0592292417505567,1.510022382054706,0.2615310135783114,Iris-setosa
+13,5.1089477161773384,3.073124089038051,1.5100223820736622,0.26155069956526206,Iris-setosa
+14,5.108947716173047,3.054139613790947,1.5100223820547565,0.2615313768692317,Iris-setosa
+15,5.108947716176757,3.0606634692610117,1.5100223820703318,0.2615430984661526,Iris-setosa
+16,6.2060459686073,3.0541645260900587,4.996191489890067,1.7050896988524178,Iris-virginica
+17,6.179375549704304,3.0542470969174693,4.8995203641966745,1.6679957093884077,Iris-versicolor
+18,5.1089477161730255,3.055615002865117,1.5100223820547056,0.2615308649769038,Iris-setosa
+19,6.180748630406746,3.0545670508335605,4.9069905718335365,1.6873514948938113,Iris-versicolor
+20,5.1089477161742165,3.132304422021658,1.5100223820670415,0.261549426376392,Iris-setosa
+21,5.1089477161730255,3.068881138248855,1.5100223820547067,0.261531143809577,Iris-setosa
+22,5.1089477161730255,3.0546135164017074,1.5100223820547056,0.26153084335381854,Iris-setosa
+23,5.1089477161730255,3.054662968104175,1.5100223820547056,0.26153084559231843,Iris-setosa
+24,6.2094200086974976,3.0541435908635406,5.000091267371586,1.7042303359573114,Iris-virginica
+25,5.108950705515955,3.055545172248604,4.8995008496498205,1.6679658224787968,Iris-versicolor
+26,6.226456168313246,3.0541388988267255,5.03184174563743,1.7038606448874902,Iris-virginica
+27,6.180086806327822,3.0543759898548175,4.9033558280349165,1.6808263561572176,Iris-versicolor
+28,6.196482880936816,3.0540942193170584,4.9746622478404525,1.702560664136164,Iris-virginica
+29,6.180014270218303,3.0544118696258487,4.90281568288952,1.6808339483478405,Iris-versicolor
+30,5.1089477161730255,3.0586747334860998,1.5100223820547056,0.2615309106355573,Iris-setosa
+31,5.1089477161730255,3.0563697933796456,1.5100223820547056,0.2615308951297348,Iris-setosa
+0,6.279072588535351,3.054123273365104,5.094928162857308,1.7022000040863874,Iris-virginica
+1,6.179402605854791,3.054006953901186,4.900646590326454,1.6752375372982264,Iris-versicolor
+2,6.210412177399712,3.05413716989495,5.002419922726416,1.704356642994519,Iris-virginica
+3,6.199850017565263,3.0541569373318995,4.9815094754953515,1.7041637223965265,Iris-virginica
+4,6.21475216391345,3.054137747425553,5.009797796970278,1.7037238060104327,Iris-virginica
+5,6.179462521412616,3.0544176916947765,4.899820759573627,1.672334454240739,Iris-versicolor
+6,6.183003612863091,3.054160425959853,4.9291693223814415,1.6964149505908883,Iris-versicolor
+7,6.179763093876691,3.054068962195023,4.904839558986859,1.681617774329625,Iris-versicolor
+8,5.1089477161730255,3.054426149666805,1.5100223820547056,0.2615308376679765,Iris-setosa
+9,6.179370239133781,3.0540275483499975,4.899524272383591,1.667674013149327,Iris-versicolor
+10,5.1089477161730255,3.0825402119818652,1.5100223820547063,0.2615311495876447,Iris-setosa
+11,5.108947716173027,3.0545742045257094,1.5100223820547125,0.261531153126452,Iris-setosa
+12,6.181434044218236,3.0543198918841883,4.914727691072875,1.6906471614171257,Iris-versicolor
+13,6.17986897233129,3.054181418275343,4.9029541324692065,1.679129866970009,Iris-versicolor
+14,6.234338769895764,3.054119665742049,5.045674876822605,1.7043606266923061,Iris-virginica
+15,5.108947721630511,3.0707006296603665,1.5100223962828343,0.2617806720754687,Iris-setosa
+16,6.203827334599112,3.0541522274225508,4.990859985300711,1.7045200790086443,Iris-virginica
+17,5.1089477161730255,3.0542984482652207,1.5100223820547056,0.26153086143932147,Iris-setosa
+18,5.1089477161730406,3.0887208619359243,1.510022382054858,0.26153391428942857,Iris-setosa
+19,6.188080606664983,3.054187826050206,4.950706031016337,1.70303697213988,Iris-versicolor
+20,5.1089477161730255,3.072961832495603,1.5100223820547058,0.261531047090261,Iris-setosa
+21,5.1089477161730255,3.0542198022260116,1.5100223820547056,0.26153084393198134,Iris-setosa
+22,6.189517087938231,3.0541379135734528,4.953583727399499,1.7021483595718325,Iris-versicolor
+23,5.1089478495905105,3.055314045100005,4.899491738653374,1.6662441484239174,Iris-versicolor
diff --git a/iris/lct_gan/3/14/test.csv b/iris/lct_gan/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/train.csv b/iris/lct_gan/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/14/val.csv b/iris/lct_gan/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/synth.csv b/iris/lct_gan/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..847b659781abf4518271b85ea01c4ac6aa250eb9
--- /dev/null
+++ b/iris/lct_gan/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189648586962865,3.0541974778345136,4.957161341111732,1.7054641109793216,Iris-versicolor
+1,6.19341672464367,3.0541569454191895,4.965502261028198,1.7035182491622116,Iris-virginica
+2,5.1089477161730255,3.209613777051782,1.5100223820547203,0.26153208044609055,Iris-setosa
+3,6.179366492281301,3.054003749788933,4.89949131303585,1.6655203574901554,Iris-versicolor
+4,5.108947772522313,3.0541688974400456,4.8994914916585275,1.6658245651129364,Iris-versicolor
+5,6.179368619074205,3.0541210956201823,4.8994973196586455,1.6667295302190033,Iris-versicolor
+6,6.202477095006561,3.0541259704448422,4.984356289356392,1.7040369651133773,Iris-virginica
+7,6.189602730045396,3.054156891562618,4.95408845980973,1.7027576206343715,Iris-versicolor
+8,5.1089477161730645,3.055728265171518,1.510022382054849,0.2615321995869072,Iris-setosa
+9,5.108947727496814,3.0541670028508903,4.89949134333736,1.6656358852357696,Iris-versicolor
+10,5.1089477161730255,3.0582818386044384,1.5100223820547056,0.2615309102533115,Iris-setosa
+11,6.18031335597096,3.0545128601049854,4.90427149465946,1.6831795241561776,Iris-versicolor
+12,6.205924695797267,3.054105785826993,4.992882223001615,1.7060599560178633,Iris-virginica
+13,5.1089477161730255,3.054507776356574,1.5100223820547058,0.26153091945877266,Iris-setosa
+14,5.1089477161730255,3.0551799244780935,1.5100223820547056,0.26153085765630507,Iris-setosa
+15,5.1089477161730255,3.054592145681546,1.5100223820547056,0.2615308845374349,Iris-setosa
+16,5.1089477161730255,3.055045023049095,1.5100223820547058,0.26153092396312455,Iris-setosa
+17,6.183845234926196,3.0540855112742036,4.93239041289991,1.6980675750566407,Iris-versicolor
+18,5.108947716173027,3.056179787396045,1.5100223820547127,0.26153127338436927,Iris-setosa
+19,5.108947716693945,3.054174363328627,4.899491295410555,1.6654972026673442,Iris-versicolor
+20,6.245808477691801,3.054106958848774,5.050867955673445,1.7000102035858662,Iris-virginica
+21,6.216997220987726,3.054127038193503,5.013905369395109,1.7027610920958338,Iris-virginica
+22,6.208658070653885,3.0541334787828904,4.998621744584149,1.7039835294030117,Iris-virginica
+23,5.1089477161730255,3.0551125580324,1.5100223820547056,0.2615308750322457,Iris-setosa
+24,6.179525571536832,3.054169164219993,4.9004285703550075,1.674365897860247,Iris-versicolor
+25,6.180758711608215,3.0540682603301987,4.915914907836368,1.6904922914951706,Iris-versicolor
+26,6.179366489827485,3.054003007213707,4.899491300072388,1.6654822577978734,Iris-versicolor
+27,6.182197171474116,3.0540756111861986,4.922735857050732,1.6935191220395676,Iris-versicolor
+28,5.108947716174074,3.0609953456787222,1.5100223820596468,0.26153983117297513,Iris-setosa
+29,5.1089477161730255,3.0544712157690532,1.5100223820547056,0.2615308423249356,Iris-setosa
+30,5.1089477161730255,3.0597733161784535,1.5100223820547056,0.2615309218863359,Iris-setosa
+31,6.191893160892425,3.0540468734952,4.972777597919583,1.7196591224456028,Iris-virginica
+0,6.2114594315715275,3.0541399813161387,5.003656912035051,1.7039258555080226,Iris-virginica
+1,6.274101426782113,3.054121439424334,5.091899568286431,1.7035509539833562,Iris-virginica
+2,5.1089477163341686,3.054115848516061,4.899491294327944,1.665466026194629,Iris-versicolor
+3,5.1089477161730255,3.0541527581902552,1.5100223820547058,0.2615308890362776,Iris-setosa
+4,5.1089477161730255,3.0550036924949797,1.5100223820547056,0.2615308554262228,Iris-setosa
+5,5.1089477161730255,3.064778609577118,1.510022382054706,0.2615310454282604,Iris-setosa
+6,5.1089477161730255,3.057959916672133,1.5100223820547056,0.2615309103236487,Iris-setosa
+7,5.108948047735638,3.054384608541294,4.899492386913176,1.666254557455516,Iris-versicolor
+8,5.1089477161730255,3.055860048302522,1.5100223820547056,0.2615308713457052,Iris-setosa
+9,6.1794013574531546,3.0540154650097273,4.900145554274593,1.672115177126245,Iris-versicolor
+10,6.179393685695222,3.054069331135176,4.899699073511667,1.6700715944030688,Iris-versicolor
+11,6.1926288710799335,3.054140260183,4.963360989448876,1.7023697239677837,Iris-virginica
+12,5.108947716173274,3.0586448096582006,1.5100223820556182,0.2615349388334713,Iris-setosa
+13,5.1089477161730255,3.0601293340243614,1.5100223820547056,0.2615309428281909,Iris-setosa
+14,6.193751060788309,3.0541404929661438,4.964939865818235,1.702992750158057,Iris-virginica
+15,5.1089477161730255,3.055908303387943,1.5100223820547056,0.26153091537127116,Iris-setosa
+16,6.179383114092659,3.054002886121516,4.900261020429475,1.6732399175894133,Iris-versicolor
+17,5.1089477161730255,3.0545856977846695,1.5100223820547056,0.2615308512031543,Iris-setosa
+18,5.108947716173028,3.054181535773729,1.5100223820547123,0.26153108339689934,Iris-setosa
+19,6.179366509508611,3.0540067858029976,4.899491421319952,1.6656140875996182,Iris-versicolor
+20,6.179665079661212,3.0540071350924825,4.909815037529461,1.6915711085036282,Iris-versicolor
+21,5.1089477161730255,3.056592680598607,1.5100223820547056,0.26153088397681074,Iris-setosa
+22,5.1089477161730255,3.0629428516196087,1.5100223820547058,0.26153100048093253,Iris-setosa
+23,5.108947851779703,3.0551460146098908,4.899491649924918,1.666098415354273,Iris-versicolor
+24,5.1089477161730255,3.0577111221532762,1.5100223820547067,0.26153107381533397,Iris-setosa
+25,5.108947716173081,3.0543856146605295,1.510022382054876,0.2615319186886346,Iris-setosa
+26,5.1089477161730255,3.054238428977762,1.5100223820547056,0.2615308358316084,Iris-setosa
+27,5.10895584763798,3.0566085543261936,4.899517514654783,1.669703207986116,Iris-versicolor
+28,5.108948304515677,3.0580111766574056,4.899492786071181,1.6670943535143712,Iris-versicolor
+29,6.179379156632294,3.054131692535749,4.899546469617738,1.6684799556277479,Iris-versicolor
+30,6.179412324330069,3.0540558512831324,4.899875422221108,1.6714682862697445,Iris-versicolor
+31,6.179369423765114,3.0542019393143907,4.899499651932579,1.6671549211775472,Iris-versicolor
+0,5.1089477161730255,3.060605733809128,1.5100223820547056,0.2615309414918632,Iris-setosa
+1,5.1089477161730255,3.060830662194658,1.5100223820547058,0.2615309696622051,Iris-setosa
+2,5.1089477161730255,3.1428065832272627,1.5100223820547083,0.2615314734205496,Iris-setosa
+3,5.1089477161730255,3.058600210681842,1.5100223820547056,0.2615309205917229,Iris-setosa
+4,5.1089477161730255,3.054077110215063,1.510022382054706,0.26153090635552567,Iris-setosa
+5,5.1089477216415045,3.054020941218093,4.899491321919298,1.665531575774091,Iris-versicolor
+6,6.186886940819888,3.054216693109544,4.947647232419573,1.7029009456631083,Iris-versicolor
+7,5.108947716173028,3.0541795908371068,1.5100223820547118,0.2615310721580506,Iris-setosa
+8,6.188809045977657,3.054135040610881,4.950107065797392,1.701035925831066,Iris-versicolor
+9,5.1089477161730255,3.0670330169758286,1.5100223820547067,0.2615311338060337,Iris-setosa
+10,5.108948159534761,3.0541740462263673,4.899493120330759,1.666310695457194,Iris-versicolor
+11,6.214319282978686,3.0541423566022345,5.010066806656739,1.7037222073110752,Iris-virginica
+12,5.1089477161730255,3.055463463704896,1.5100223820547056,0.2615308838823061,Iris-setosa
+13,6.1809903774088095,3.054437979548202,4.9095126244103335,1.688202872448759,Iris-versicolor
+14,5.1089477161730255,3.0548871802803172,1.5100223820547058,0.26153092668616573,Iris-setosa
+15,6.203995535890006,3.0541636279858246,4.992155369059394,1.7052800713193932,Iris-virginica
+16,5.108947716242824,3.0548823109016863,1.510022382226206,0.2615524567082207,Iris-setosa
+17,5.1089477161730255,3.054330140052672,1.5100223820547056,0.2615308491521055,Iris-setosa
+18,5.1089477161730255,3.054276350695163,1.5100223820547056,0.2615308468322842,Iris-setosa
+19,6.189385342809579,3.054067789242418,4.956974238740192,1.7031882515135839,Iris-virginica
+20,6.179367163519357,3.0540017642519612,4.8995093766602755,1.667180931852963,Iris-versicolor
+21,5.1089477161730255,3.092419569256514,1.5100223820547078,0.2615313302192255,Iris-setosa
+22,6.17991141072101,3.054551431321065,4.901940864395949,1.6793411644539848,Iris-versicolor
+23,5.1089477161730255,3.054490982262695,1.5100223820547056,0.26153084356738826,Iris-setosa
+24,5.1089477161730255,3.0570406873800913,1.5100223820547056,0.26153089096165827,Iris-setosa
+25,6.181736872425214,3.054080811558865,4.922445412198694,1.6938187672389626,Iris-versicolor
+26,6.198265768606504,3.0541415343021936,4.974730541456749,1.7036809608676484,Iris-virginica
+27,5.1089477161730255,3.057610422590182,1.5100223820547056,0.261530898153125,Iris-setosa
+28,5.1089477161730255,3.0640904867060637,1.5100223820547056,0.26153096439583423,Iris-setosa
+29,5.108947719356628,3.054085347283334,4.899491308284281,1.6655435675868753,Iris-versicolor
+30,5.1089477161730255,3.056121348412827,1.5100223820547056,0.26153087580169954,Iris-setosa
+31,5.1089477161730255,3.054202294538852,1.5100223820547058,0.2615308946589209,Iris-setosa
+0,5.108947716368755,3.065195078393166,1.5100223825888315,0.26159668738632114,Iris-setosa
+1,6.18051447167004,3.0542439844050944,4.908024118580229,1.684441278048272,Iris-versicolor
+2,6.179366557233993,3.054003534742722,4.899491950511787,1.6658086907828034,Iris-versicolor
+3,5.1089477161730255,3.0999037806673795,1.5100223820547067,0.26153125077777906,Iris-setosa
+4,5.1089477161730255,3.0604431685661457,1.5100223820547056,0.26153093329082416,Iris-setosa
+5,5.1089477161730255,3.0582851151768593,1.5100223820547058,0.26153097777358214,Iris-setosa
+6,5.1089477161730255,3.055519316063399,1.5100223820547056,0.26153086551476207,Iris-setosa
+7,5.1089477660754445,3.0755354241720787,1.5100224952984593,0.2621615777419003,Iris-setosa
+8,5.1089477161730255,3.054356191917591,1.5100223820547067,0.2615309765460817,Iris-setosa
+9,6.179366527582869,3.0540038276943435,4.899491609149266,1.6657578889755105,Iris-versicolor
+10,6.179367450282748,3.0540029987826993,4.899509981196364,1.667125745933849,Iris-versicolor
+11,5.1089477161730255,3.0570886987651558,1.5100223820547065,0.261531028277187,Iris-setosa
+12,5.1089477161730255,3.056216112433386,1.5100223820547056,0.26153087590320595,Iris-setosa
+13,6.204483281985956,3.0541396703768218,4.991770270856046,1.704275151741753,Iris-virginica
+14,5.1089477161730255,3.055945087048828,1.5100223820547056,0.2615308731958605,Iris-setosa
+15,6.191627312777348,3.0540889087472065,4.96322156941634,1.704748063324997,Iris-virginica
+16,5.1089477161730255,3.0551605669019777,1.5100223820547056,0.2615308653184775,Iris-setosa
+17,5.1089477161730255,3.054430313401093,1.5100223820547056,0.2615308420384336,Iris-setosa
+18,5.1089477161730406,3.0559749189105316,1.5100223820547694,0.2615318750754012,Iris-setosa
+19,6.190853124609876,3.0541857327879067,4.960231489668534,1.7054804829658043,Iris-versicolor
+20,5.108947716176798,3.0678876377012303,1.5100223820708107,0.26154617442491296,Iris-setosa
+21,5.108947716173026,3.0696841283068568,1.5100223820547136,0.26153154320000943,Iris-setosa
+22,6.179568319343096,3.054933880794927,4.900162305920588,1.6750843378539675,Iris-versicolor
+23,5.1089477161730255,3.0702327491248855,1.5100223820547058,0.2615310262060841,Iris-setosa
diff --git a/iris/lct_gan/3/15/test.csv b/iris/lct_gan/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/train.csv b/iris/lct_gan/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/15/val.csv b/iris/lct_gan/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/synth.csv b/iris/lct_gan/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c54da3724380fbcf349e42d210992193de64e6c8
--- /dev/null
+++ b/iris/lct_gan/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.195426914822155,3.054088349573368,4.973857788937309,1.7052717580827337,Iris-virginica
+1,5.1089477161730255,3.054370258293103,1.5100223820547056,0.261530849712647,Iris-setosa
+2,6.214127689953929,3.054140510260115,5.010445188685387,1.703771016581259,Iris-virginica
+3,5.1089477161730255,3.077891679403275,1.5100223820547065,0.26153118236589024,Iris-setosa
+4,5.108947716173029,3.0541904407603306,1.510022382054715,0.26153112461210365,Iris-setosa
+5,5.108947716173032,3.0541559628449098,1.5100223820547216,0.2615312042919424,Iris-setosa
+6,6.1818423560589,3.0543248461101875,4.919231814842548,1.6927023236991952,Iris-versicolor
+7,5.1089477161730255,3.054228654651517,1.510022382054706,0.26153092608016937,Iris-setosa
+8,5.10894772392283,3.0545492428979024,4.899491314238365,1.6656456749115593,Iris-versicolor
+9,6.200428233729662,3.054153767365807,4.982259811035337,1.7043559284737857,Iris-virginica
+10,6.226314496059578,3.0541355705107422,5.031456647434082,1.7037176167600625,Iris-virginica
+11,5.108947716173027,3.0543600850609693,1.5100223820547112,0.2615311006309235,Iris-setosa
+12,6.215256985305829,3.0541380809539413,5.011497689552673,1.7036439460835417,Iris-virginica
+13,5.1089477161730255,3.054571246766079,1.5100223820547056,0.26153084279648453,Iris-setosa
+14,5.1089477161730255,3.0571545705086223,1.5100223820547056,0.2615308897152091,Iris-setosa
+15,6.243429202596644,3.0541264901066723,5.060013984848891,1.702495407838507,Iris-virginica
+16,5.1089477161730255,3.0604925513945864,1.510022382054706,0.2615310434973762,Iris-setosa
+17,5.1089477161730255,3.0541243471760877,1.5100223820547067,0.26153094883282363,Iris-setosa
+18,5.108947716179852,3.0540708860581556,4.899491293687759,1.6654363111079207,Iris-versicolor
+19,6.210662534207968,3.0541177286411676,5.00075149110763,1.7031527930143622,Iris-virginica
+20,6.186452820998887,3.0541622422419064,4.943927309594066,1.7010243499426563,Iris-versicolor
+21,5.108947716173047,3.178232737740601,1.510022382055131,0.26153644053365066,Iris-setosa
+22,5.1089477161730255,3.0564958661544885,1.5100223820547056,0.26153088130113583,Iris-setosa
+23,5.1089477161730255,3.075152088140067,1.510022382054706,0.2615310704766568,Iris-setosa
+24,6.189681550957875,3.054173833240104,4.955489238734522,1.7031119380891455,Iris-versicolor
+25,5.1089477161730255,3.0551973303383497,1.5100223820547056,0.26153087413916337,Iris-setosa
+26,5.1089477161730255,3.2393588886728657,1.5100223820547227,0.2615322395487573,Iris-setosa
+27,5.1089477161730255,3.0648677954554993,1.510022382054706,0.2615310276456901,Iris-setosa
+28,5.1089477161730255,3.0630109838800883,1.5100223820547063,0.26153105975533875,Iris-setosa
+29,6.182834061137395,3.054223645814301,4.9285979066109515,1.6962059385944637,Iris-versicolor
+30,6.194895998037592,3.0541500975473426,4.97282612447049,1.7039901069089403,Iris-virginica
+31,5.1089477161730255,3.0570711539494115,1.5100223820547056,0.2615308963896863,Iris-setosa
+0,5.1089477161730255,3.054184956722512,1.5100223820547056,0.2615308527039963,Iris-setosa
+1,6.218970872039726,3.054106004561143,5.014561203229255,1.7013575254140887,Iris-virginica
+2,5.108947716173027,3.1092795061014242,1.5100223820547265,0.2615321424883405,Iris-setosa
+3,5.1089477161730255,3.0565770729088992,1.5100223820547058,0.2615309667728864,Iris-setosa
+4,5.1089477161730255,3.054055344462862,1.5100223820547058,0.2615308852662508,Iris-setosa
+5,6.228180513902205,3.054111974804818,5.034815322605874,1.7037921977164217,Iris-virginica
+6,5.108947716477594,3.0540730349190004,4.89949129484235,1.665474175336474,Iris-versicolor
+7,5.108947716173026,3.281906982647385,1.510022382054754,0.26153309733268376,Iris-setosa
+8,6.1794035965754315,3.054064039733333,4.899771010576525,1.6708794600107806,Iris-versicolor
+9,6.201758656719825,3.054126407862833,4.9890248749850326,1.7038682990684964,Iris-virginica
+10,6.209988376518056,3.054135675268188,5.001444070046562,1.703982925812438,Iris-virginica
+11,5.1089477161730255,3.0544857891409194,1.5100223820547056,0.26153084952781663,Iris-setosa
+12,5.1089477161730255,3.055534302528499,1.5100223820547056,0.2615308660269545,Iris-setosa
+13,6.18065422650847,3.054090393739654,4.915794965648476,1.6899721562904935,Iris-versicolor
+14,5.1089477161730255,3.0549322834608406,1.5100223820547056,0.2615308565674225,Iris-setosa
+15,6.179648022360703,3.054118670477139,4.901680452577804,1.6767211833201927,Iris-versicolor
+16,5.1089477161730255,3.0540709097163083,1.510022382054706,0.2615308938886467,Iris-setosa
+17,6.196445616744667,3.054154258615214,4.973066868691732,1.7036337339835637,Iris-virginica
+18,6.179392036165385,3.054871238735208,4.899549212005665,1.6695255239717974,Iris-versicolor
+19,5.108947716174131,3.069756221754631,1.510022382060569,0.2615413386148059,Iris-setosa
+20,6.1793665377002185,3.054022164985103,4.8994914810992825,1.6656833058270573,Iris-versicolor
+21,5.108947716173931,3.186157778343678,1.5100223820670127,0.26155508671054134,Iris-setosa
+22,5.108947716173037,3.311964339827583,1.5100223820551208,0.26153688972316474,Iris-setosa
+23,6.17954289149935,3.05408721363615,4.9011363695356325,1.675482566522985,Iris-versicolor
+24,6.2332940060456385,3.054125339812314,5.041172325788441,1.703822161910096,Iris-virginica
+25,6.242513550631884,3.054127480164525,5.055831959187578,1.7015728800055159,Iris-virginica
+26,6.179601208914298,3.05468521144669,4.9003034306944535,1.6754380680314265,Iris-versicolor
+27,5.1089477161730255,3.0547450438083286,1.5100223820547058,0.26153092826583085,Iris-setosa
+28,5.1089477161730255,3.0543498369176407,1.5100223820547056,0.26153088321483164,Iris-setosa
+29,5.1089477161730255,3.054354254590316,1.5100223820547056,0.26153087066926906,Iris-setosa
+30,5.1089477161730255,3.0545993680967922,1.5100223820547067,0.26153099765276716,Iris-setosa
+31,6.179366496865701,3.0540048926629986,4.8994913385615115,1.6655636612394265,Iris-versicolor
+0,5.1089477161730255,3.058527475684327,1.5100223820547063,0.2615310424006942,Iris-setosa
+1,5.1089477161730255,3.055286544390183,1.5100223820547056,0.26153088407185093,Iris-setosa
+2,6.194997780524784,3.0541512266361477,4.969220301573831,1.7037985044222548,Iris-virginica
+3,5.1089477161730255,3.0581599300669806,1.5100223820547056,0.2615309189587208,Iris-setosa
+4,6.214574082208503,3.054107717733394,5.006694611587645,1.7021864281924546,Iris-virginica
+5,6.180370541080837,3.0540152172059836,4.916541675767341,1.6925640362047605,Iris-versicolor
+6,5.1089477161730255,3.0554696123594685,1.5100223820547056,0.26153086799837405,Iris-setosa
+7,5.1089477161730255,3.054746831464142,1.5100223820547056,0.26153085727180325,Iris-setosa
+8,6.179377933232406,3.0540181844301326,4.899633203535899,1.6692205031458123,Iris-versicolor
+9,5.1089477161730255,3.0637222500341976,1.5100223820547058,0.26153096733117465,Iris-setosa
+10,5.108947716189274,3.1566978400095898,1.5100223821756427,0.2615952772685265,Iris-setosa
+11,6.192393934466289,3.0541961410419676,4.965773228035592,1.7072420800000152,Iris-versicolor
+12,6.190016087889929,3.0541803832531653,4.957879427756997,1.7046469406966496,Iris-versicolor
+13,5.108947716187097,3.054036087374153,4.899491293733335,1.6654387480937107,Iris-versicolor
+14,6.179619112959912,3.054341441455458,4.900586996001154,1.6755542926590627,Iris-versicolor
+15,6.289895811051483,3.0541254787803793,5.104832281815412,1.7038686742734475,Iris-virginica
+16,6.1794298900915905,3.054919669401604,4.899651939226432,1.671265387667037,Iris-versicolor
+17,5.108947716353895,3.0540144777094773,4.8994912944315345,1.6654513666877044,Iris-versicolor
+18,5.108947716173049,3.433483603899564,1.5100223820557905,0.2615411453880174,Iris-setosa
+19,5.108947716197049,3.167416656667901,1.510022382243103,0.261614315010949,Iris-setosa
+20,5.1089477161730255,3.062126343134574,1.5100223820547058,0.2615310093670788,Iris-setosa
+21,5.108947716173054,3.0540293382131507,1.510022382054768,0.2615312195946722,Iris-setosa
+22,5.1089477161730255,3.055485818936262,1.5100223820547056,0.2615308692717993,Iris-setosa
+23,5.108947716173237,3.054032780430374,1.5100223820552299,0.2615316868539166,Iris-versicolor
+24,5.1089477161730255,3.05617469665458,1.5100223820547056,0.26153087876284814,Iris-setosa
+25,5.1089477161730255,3.054761362173353,1.5100223820547058,0.26153090711378457,Iris-setosa
+26,6.179670683843636,3.05406399877492,4.903039279447308,1.6790192712323047,Iris-versicolor
+27,5.1089477161730255,3.0546908049836468,1.5100223820547056,0.26153084550835637,Iris-setosa
+28,5.1089477161730255,3.055259120050538,1.5100223820547056,0.2615308814240124,Iris-setosa
+29,5.1089477161730255,3.0571034073192798,1.5100223820547056,0.26153091384564936,Iris-setosa
+30,6.185857355243427,3.0542202659056845,4.943336236193064,1.7017630045109584,Iris-versicolor
+31,5.1089477161730255,3.0566049537590794,1.5100223820547056,0.2615309151390318,Iris-setosa
+0,6.221390918135015,3.054135817015866,5.024558535688366,1.703965774052187,Iris-virginica
+1,6.190287175998799,3.054122920618397,4.955333459751318,1.7023284840496606,Iris-virginica
+2,6.181236853721397,3.0540511587840964,4.919637408634891,1.6933909291896483,Iris-versicolor
+3,5.108947716173026,3.057676099333116,1.5100223820547105,0.26153125922029824,Iris-setosa
+4,6.204647969497085,3.05415853851468,4.992503515795048,1.7050013397177173,Iris-virginica
+5,6.183839540720594,3.0540596017040813,4.931868699323572,1.697289240117752,Iris-versicolor
+6,6.179374889632153,3.0540316396759994,4.899563727888586,1.668363998537555,Iris-versicolor
+7,5.1089477161730255,3.05649651515007,1.5100223820547056,0.2615308803874297,Iris-setosa
+8,5.108947716177309,3.0540497121056562,4.8994912936840835,1.665434654011398,Iris-versicolor
+9,5.108947716173026,3.0620797997875773,1.5100223820547127,0.2615313926344348,Iris-setosa
+10,5.1089477161730255,3.0549350565334334,1.5100223820547056,0.26153085907689394,Iris-setosa
+11,6.182512652774141,3.0543534388179627,4.924281973308162,1.696706657758575,Iris-versicolor
+12,5.108948506440503,3.055876991413836,4.899493540339196,1.6670133603257862,Iris-versicolor
+13,5.108947716173028,3.0540170442983405,1.5100223820547112,0.2615309683703495,Iris-setosa
+14,5.1089477161730255,3.05659015504991,1.5100223820547056,0.2615308954899383,Iris-setosa
+15,5.108947717720538,3.0687810580992183,1.510022386000556,0.26167974893138496,Iris-setosa
+16,6.179418124534039,3.0555602306566247,4.899602158986649,1.6711785864485473,Iris-versicolor
+17,6.19923881509614,3.0540882428852862,4.980682816945852,1.705535014927158,Iris-virginica
+18,5.1089477161730255,3.0558060685729753,1.5100223820547058,0.26153094031911256,Iris-setosa
+19,5.108947716173435,3.054080162066475,1.5100223820557355,0.2615323526559541,Iris-setosa
+20,5.1089477161730255,3.0548375393629366,1.5100223820547056,0.26153085351634975,Iris-setosa
+21,5.1089477161730255,3.102032515153021,1.5100223820547078,0.26153134871583317,Iris-setosa
+22,6.179366495725598,3.054002137355834,4.899491353726498,1.6655783004009772,Iris-versicolor
+23,6.186542194405517,3.0541213331701735,4.942051351929093,1.7003163740887617,Iris-versicolor
diff --git a/iris/lct_gan/3/16/test.csv b/iris/lct_gan/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/train.csv b/iris/lct_gan/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/16/val.csv b/iris/lct_gan/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/synth.csv b/iris/lct_gan/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5204e832f893b5202d277603f4945ebaf7ddbd5d
--- /dev/null
+++ b/iris/lct_gan/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716750084,3.0572797630643413,1.5100223833980333,0.2615909216438087,Iris-setosa
+1,5.108947716173026,3.0554675141416605,1.5100223820547083,0.26153110906847477,Iris-setosa
+2,6.1793879629338955,3.0540245452031254,4.899731515407494,1.6701534098818525,Iris-versicolor
+3,5.1089477161730255,3.0878493556535456,1.5100223820547067,0.2615312238425717,Iris-setosa
+4,5.1089477161730255,3.101732067025525,1.5100223820547083,0.261531393877648,Iris-setosa
+5,6.19569435668734,3.0541458877922243,4.970698923089563,1.7036047518480661,Iris-virginica
+6,6.231768858304785,3.054128686667435,5.0378327360590935,1.7045128652856247,Iris-virginica
+7,5.10894771617304,3.0541154837453273,1.5100223820547387,0.2615312881197523,Iris-setosa
+8,6.179467162987579,3.055123779618792,4.8997739841273065,1.6730012015957914,Iris-versicolor
+9,5.1089477161730255,3.0611683322814507,1.5100223820547058,0.26153098922062823,Iris-setosa
+10,6.209791705244924,3.054156504542404,5.002738803449408,1.7047885887223868,Iris-virginica
+11,5.108947716208133,3.0541380148721045,4.899491293778416,1.6654460273055431,Iris-versicolor
+12,5.1089477161730255,3.0566856928341934,1.5100223820547056,0.2615308966172027,Iris-setosa
+13,6.18503190702492,3.0542560584396354,4.941286377129356,1.7023924189733586,Iris-versicolor
+14,5.1089477161730255,3.0545160856130256,1.5100223820547056,0.26153084923410197,Iris-setosa
+15,6.179813230685976,3.054017856811566,4.908824863732675,1.6865740082443776,Iris-versicolor
+16,5.108947716173026,3.0615683220431804,1.5100223820547103,0.26153135450962506,Iris-setosa
+17,6.2051402974503,3.0541390178218264,4.995537757205548,1.7034973779789653,Iris-virginica
+18,6.180684142177528,3.0540450111797397,4.916192261150477,1.6902227475208234,Iris-versicolor
+19,6.181502494948746,3.054070966943632,4.920152703074051,1.6922538607968416,Iris-versicolor
+20,6.22682904727545,3.0541315095843977,5.031476270670776,1.7029253339849415,Iris-virginica
+21,6.179478559764924,3.054514168258715,4.89987059499497,1.6727707278761534,Iris-versicolor
+22,6.215661859184894,3.054108722796125,5.014662296041364,1.7045150284237351,Iris-virginica
+23,6.182306804888676,3.054229817737126,4.925887320410767,1.695543228770952,Iris-versicolor
+24,5.1089477161730255,3.056906960683405,1.5100223820547056,0.2615308969427047,Iris-setosa
+25,6.179476694670756,3.054026328937924,4.90157825212841,1.6766597810299158,Iris-versicolor
+26,6.19505143677841,3.054174228548847,4.971106145898209,1.7051649878042066,Iris-virginica
+27,6.2272677398903955,3.0541237663250422,5.031279875714874,1.701896913526744,Iris-virginica
+28,6.179460618594553,3.0540078840904537,4.902611368561535,1.6787808725315654,Iris-versicolor
+29,6.206878597764613,3.0541356632441614,4.994499138934011,1.7042368938873294,Iris-virginica
+30,6.179407772560414,3.0540053327580177,4.9011401649716495,1.6771082684021574,Iris-versicolor
+31,6.179452796959577,3.0540150183363175,4.901471861691185,1.6752005518779856,Iris-versicolor
+0,6.179366918300811,3.0540464250688104,4.899493194475827,1.6661437703428952,Iris-versicolor
+1,6.19100072985279,3.054150400877312,4.958341005305398,1.7024788890326956,Iris-versicolor
+2,6.179634236003964,3.0547786891982547,4.900397460950937,1.676350243470414,Iris-versicolor
+3,5.1089477161730255,3.0544867683192916,1.5100223820547056,0.26153084252076153,Iris-setosa
+4,5.1089477161730255,3.0540542368374477,1.510022382054706,0.2615308946404962,Iris-setosa
+5,5.1089477161730255,3.055290586173673,1.5100223820547056,0.2615308692444073,Iris-setosa
+6,5.108947734076034,3.0545852228104615,4.899491350289131,1.665754002290634,Iris-versicolor
+7,5.1089477161730255,3.058309385800456,1.5100223820547056,0.2615309045735997,Iris-setosa
+8,5.1089477161730255,3.0554019330878432,1.5100223820547056,0.26153086708473633,Iris-setosa
+9,5.1089477161730255,3.054479890877898,1.5100223820547056,0.2615308493143181,Iris-setosa
+10,6.208908968472676,3.0541525314065474,5.0006242840073005,1.7043472269815678,Iris-virginica
+11,6.179367404228456,3.054001913464936,4.899516648639873,1.667242546011688,Iris-versicolor
+12,5.1089477161730255,3.058010438110496,1.5100223820547056,0.2615309149026449,Iris-setosa
+13,5.1089477161814525,3.0540418180900355,4.8994912936981025,1.6654371278955808,Iris-versicolor
+14,5.1089477161907055,3.054938257641252,1.5100223821005259,0.2615420555544405,Iris-setosa
+15,6.179384306965115,3.0540159123654633,4.899746807563535,1.6701796150928792,Iris-versicolor
+16,6.204290132858731,3.054144618062555,4.989544809462952,1.703793734425396,Iris-virginica
+17,6.223090170874509,3.054113045232472,5.022482624870653,1.7013001777842744,Iris-virginica
+18,5.1089477161730255,3.056136249955095,1.5100223820547056,0.26153088466256175,Iris-setosa
+19,5.1089477161730255,3.05496074719961,1.5100223820547058,0.2615309430108763,Iris-setosa
+20,5.108947716252844,3.0645471711118795,1.5100223822970236,0.26157445577910304,Iris-setosa
+21,6.204833388308827,3.0541377952575335,4.990944731668996,1.7044010020077154,Iris-virginica
+22,5.1089477167603,3.0544837910394844,4.8994912953432355,1.6655070565957075,Iris-versicolor
+23,6.179499909931305,3.054169149378621,4.900298040049694,1.6739172620373506,Iris-versicolor
+24,5.108947724087493,3.054408308476412,4.8994913217425475,1.6656669775040311,Iris-versicolor
+25,6.196653610197041,3.0541080616758975,4.975207564956276,1.7024456067221911,Iris-virginica
+26,6.198486588749378,3.05414697835635,4.976543558434236,1.7038185990943846,Iris-virginica
+27,6.1794498570612255,3.054446599567887,4.899761668184637,1.671859078947592,Iris-versicolor
+28,5.108947716173688,3.0544027638405176,1.5100223820566476,0.26153380372590335,Iris-setosa
+29,5.108947716174798,3.054035254282674,4.899491293671715,1.6654319942090356,Iris-versicolor
+30,6.2146299373631955,3.0541112149768903,5.00682780946578,1.7024333913540384,Iris-virginica
+31,6.2421933002821595,3.0541262567952763,5.054272255808565,1.7017039374636718,Iris-virginica
+0,5.108947716173026,3.270124954662724,1.5100223820547451,0.2615329038457398,Iris-setosa
+1,6.179873852755259,3.054565507934608,4.901645103158532,1.6790015582959525,Iris-versicolor
+2,6.179581015595851,3.054042136824217,4.90254915522514,1.6785567658768181,Iris-versicolor
+3,5.108947716173635,3.0540698134734714,1.5100223820560725,0.26153228384638016,Iris-setosa
+4,5.108947716173027,3.054205249141546,1.51002238205471,0.26153104928993753,Iris-setosa
+5,5.1089477161730255,3.066737797840949,1.5100223820547087,0.2615312987653436,Iris-setosa
+6,5.1089477161730255,3.055533923998053,1.5100223820547056,0.2615308975049867,Iris-setosa
+7,6.206544063621272,3.0541384577864337,4.994018550984225,1.7041373438571257,Iris-virginica
+8,5.1089477161730255,3.0686516276526614,1.510022382054706,0.261531066230831,Iris-setosa
+9,5.1089477161730255,3.0553261581749007,1.5100223820547056,0.2615308620172251,Iris-setosa
+10,6.181594625696442,3.0540259676134074,4.925251173910886,1.6979853953843553,Iris-virginica
+11,6.179496941214426,3.054572654080296,4.899930249558307,1.6734343700024026,Iris-versicolor
+12,6.211907346463999,3.0541041260145048,5.001425309782036,1.7023692932977528,Iris-virginica
+13,5.108947716173831,3.0541479181673545,1.5100223820563954,0.26153299555227727,Iris-setosa
+14,6.214527577612184,3.054127186921657,5.008145605487151,1.70319655822494,Iris-virginica
+15,5.1089477161730255,3.0545509478445116,1.5100223820547056,0.2615308503199708,Iris-setosa
+16,5.108947716173026,3.054067001159285,1.5100223820547078,0.26153096096854334,Iris-setosa
+17,6.179666737704252,3.0540779352381184,4.902596486786281,1.6779842349320206,Iris-versicolor
+18,5.108947716576716,3.055065895250092,1.5100223826747918,0.2615673516991012,Iris-setosa
+19,6.1793961136003706,3.0540126041262083,4.900080527533631,1.6714699763233511,Iris-versicolor
+20,5.1089477161730255,3.0553681205186676,1.5100223820547056,0.26153086605828324,Iris-setosa
+21,6.219608564504077,3.054138579850428,5.019548607046674,1.7035061610374769,Iris-virginica
+22,5.108947716217579,3.0548818072006196,1.5100223821614032,0.2615474806555339,Iris-setosa
+23,5.1089477161730255,3.057228919442436,1.5100223820547056,0.2615309065769746,Iris-setosa
+24,6.1794177740329825,3.0540177693260815,4.900390832812686,1.673618747346787,Iris-versicolor
+25,5.1089477161730255,3.1270222508075824,1.5100223820547105,0.2615315950631522,Iris-setosa
+26,6.209373027231068,3.054113639377865,4.998162093089574,1.7031412236512558,Iris-virginica
+27,5.1089477161730255,3.054778429449093,1.510022382054706,0.26153094841573393,Iris-setosa
+28,5.108947716173055,3.0540107864457022,4.899491293664645,1.6654283076570975,Iris-versicolor
+29,5.1089477161730255,3.083126409744681,1.510022382054706,0.2615311289704371,Iris-setosa
+30,6.210539027637942,3.054126009497774,5.000894550631485,1.7045268849001955,Iris-virginica
+31,6.179813707207498,3.0540635935237157,4.905675888843561,1.682019121278053,Iris-versicolor
+0,5.1089477161730255,3.0664697306688087,1.510022382054706,0.2615310563810657,Iris-setosa
+1,5.108947716173062,3.118480826600691,1.5100223820552081,0.2615362530897155,Iris-setosa
+2,5.1089477161730255,3.0543282473752864,1.5100223820547056,0.26153086285570576,Iris-setosa
+3,5.108947716173285,3.080813839462578,1.5100223820568504,0.2615386503216153,Iris-setosa
+4,6.187871405002225,3.054196232718882,4.95122162561973,1.7040134120303922,Iris-versicolor
+5,5.1089477161730255,3.054152742908673,1.5100223820547056,0.26153084967421103,Iris-setosa
+6,5.1089477161730255,3.06120113986336,1.510022382054706,0.2615310152012978,Iris-setosa
+7,5.1089477161730255,3.0616686090664476,1.5100223820547058,0.26153095832003254,Iris-setosa
+8,5.1089477161730255,3.0604191490887462,1.5100223820547058,0.26153096728086866,Iris-setosa
+9,5.1089477161730255,3.0563413420170704,1.5100223820547063,0.2615310083662687,Iris-setosa
+10,5.1089477161730255,3.1094420041306003,1.5100223820547078,0.2615313980965604,Iris-setosa
+11,5.1089477161730255,3.060494352885577,1.5100223820547056,0.26153093134126465,Iris-setosa
+12,5.108958058877153,3.0553116429107785,4.899526239906028,1.669228052514131,Iris-versicolor
+13,6.179376431666456,3.0540081762390847,4.89967123114171,1.6694317696345964,Iris-versicolor
+14,6.184223477631381,3.0541991785425275,4.935492650889184,1.6991031505101264,Iris-versicolor
+15,5.108947716173095,3.1286297088223614,1.5100223820557264,0.26153785082427455,Iris-setosa
+16,5.1089477161730255,3.0563406507613116,1.5100223820547065,0.2615310404384756,Iris-setosa
+17,6.242907986354075,3.054121905380522,5.055240085348623,1.7017218167952632,Iris-virginica
+18,5.10895550033881,3.056655437364521,4.899514384403578,1.6695301838541596,Iris-versicolor
+19,5.1089477161730255,3.0617172018308096,1.5100223820547058,0.26153096980253776,Iris-setosa
+20,6.179814189350021,3.0540069810448602,4.911230877038278,1.6914317296521832,Iris-versicolor
+21,5.1089477161730255,3.0560932936922027,1.5100223820547056,0.2615308990096828,Iris-setosa
+22,5.108947716173085,3.054024571738366,4.899491293664728,1.6654287355128325,Iris-versicolor
+23,6.180986195209134,3.05401697802627,4.921654779610506,1.6946637353145468,Iris-virginica
diff --git a/iris/lct_gan/3/17/test.csv b/iris/lct_gan/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/train.csv b/iris/lct_gan/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/17/val.csv b/iris/lct_gan/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/synth.csv b/iris/lct_gan/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b656741533903f47c0ecd21a58bd25d8f9e31687
--- /dev/null
+++ b/iris/lct_gan/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947737955034,3.056022000370454,1.5100224260824293,0.2617523373133828,Iris-setosa
+1,5.1089477161730255,3.057022286695135,1.5100223820547056,0.26153089024437914,Iris-setosa
+2,5.1089477161730255,3.057049514524955,1.5100223820547056,0.2615308981141051,Iris-setosa
+3,6.179366523178688,3.0540022953077672,4.89949165942461,1.6657359483052163,Iris-versicolor
+4,5.108947716173073,3.054059143363529,1.5100223820548144,0.26153140302096445,Iris-setosa
+5,6.249102607179487,3.0541052776106272,5.070735350957123,1.7100039669090328,Iris-virginica
+6,6.202582327133094,3.054168675662156,4.9896145913935674,1.7057773190220424,Iris-virginica
+7,5.108947733904283,3.054746662775601,4.899491350080418,1.6657667152386684,Iris-versicolor
+8,6.180343658225509,3.0541844895840455,4.90793890007862,1.684492645237428,Iris-versicolor
+9,6.179416376304421,3.054263451304264,4.899685834566426,1.670767188493571,Iris-versicolor
+10,6.208006002368354,3.054065389002693,5.007878196676596,1.710750931451343,Iris-virginica
+11,5.108947716175465,3.0540337106227864,4.8994912936745205,1.665432735841003,Iris-versicolor
+12,6.180185294036454,3.054063024740718,4.911302194183874,1.6872918030487145,Iris-versicolor
+13,5.1089477161730255,3.0549197745489503,1.510022382054706,0.2615309584590662,Iris-setosa
+14,6.214269292489744,3.0541178139790555,5.006679891033413,1.7028403843213202,Iris-virginica
+15,5.1089477161730255,3.0548233276677554,1.5100223820547056,0.261530848733865,Iris-setosa
+16,5.1089477161730255,3.05469980876599,1.5100223820547056,0.26153085063583886,Iris-setosa
+17,6.184676252206759,3.054182573562943,4.937062134619437,1.698940657402357,Iris-versicolor
+18,5.1089477161730255,3.054239716303261,1.510022382054706,0.26153092487480817,Iris-setosa
+19,5.1089477161730255,3.0550474591470826,1.5100223820547056,0.26153085857593056,Iris-setosa
+20,5.108947716173027,3.3305961163129263,1.5100223820548093,0.2615340454752433,Iris-setosa
+21,5.1089477161730255,3.05432356504825,1.5100223820547058,0.2615309104166265,Iris-setosa
+22,5.1089477161730255,3.054405375167313,1.5100223820547056,0.2615308777163012,Iris-setosa
+23,5.1089477161730255,3.0976233216804534,1.5100223820547103,0.26153153590941197,Iris-setosa
+24,5.1089477161730255,3.0544271666277885,1.5100223820547056,0.2615308540456081,Iris-setosa
+25,5.108947717887806,3.0540174688999264,4.899491302559916,1.6654849632116453,Iris-versicolor
+26,6.179386100100111,3.0540347823144725,4.8996789819279,1.6695197886378519,Iris-versicolor
+27,5.1089477161730255,3.055156012261049,1.5100223820547056,0.26153085581635915,Iris-setosa
+28,6.206834011803594,3.054129756629724,4.994552011612867,1.703970997557639,Iris-virginica
+29,6.2113308132885585,3.0541251969326666,5.0032166211334665,1.7033398408392042,Iris-virginica
+30,6.179555280644965,3.0549178055265416,4.900110370180152,1.6748474987007647,Iris-versicolor
+31,6.1799055817856585,3.0540113152568296,4.912159401479121,1.690039166263466,Iris-versicolor
+0,5.108947716173111,3.0540135785110065,4.899491293664912,1.6654287620983463,Iris-versicolor
+1,6.1821265105133865,3.0540907932178163,4.92391879022049,1.6939321476499356,Iris-versicolor
+2,6.183715798155638,3.054257394515268,4.934235997696615,1.6991451082116347,Iris-versicolor
+3,5.1089477748132905,3.054868843287486,4.899491454505149,1.6659572724278098,Iris-versicolor
+4,6.179400083057109,3.054004144493959,4.900913650117921,1.6757738438363037,Iris-versicolor
+5,5.108947716475481,3.054004115046256,4.899491295633533,1.6654596792313692,Iris-versicolor
+6,6.253553110432976,3.054123145062702,5.069188392051144,1.7027987659355939,Iris-virginica
+7,5.1089477161730255,3.055315488385683,1.5100223820547056,0.2615308607582877,Iris-setosa
+8,5.108947716173026,3.054527043626715,1.5100223820547074,0.26153102318667626,Iris-setosa
+9,5.108947716495247,3.05400328311249,4.899491295916515,1.6654679646176003,Iris-versicolor
+10,6.183197251061051,3.05420881182543,4.9296416182943075,1.6964732672282723,Iris-versicolor
+11,6.204753349425466,3.0541597294215723,4.99320239818286,1.7051815392365355,Iris-virginica
+12,5.1089477161730255,3.054770793839993,1.5100223820547056,0.26153086518565377,Iris-setosa
+13,5.1089477161730255,3.05706086641356,1.5100223820547056,0.26153089677870606,Iris-setosa
+14,6.184813015277845,3.05425088134151,4.939868907822558,1.7012972511856546,Iris-versicolor
+15,5.1089477161730255,3.0554399786175015,1.5100223820547058,0.261530915665678,Iris-setosa
+16,6.235891788045325,3.0541283520699647,5.045061541241032,1.7025943249142712,Iris-virginica
+17,6.179400228116539,3.054007567803369,4.900416310522139,1.6731659516429092,Iris-versicolor
+18,5.108947716585604,3.05400346962581,4.899491296743377,1.6654716509074747,Iris-versicolor
+19,5.1089477161730334,3.2503765177885695,1.5100223820549392,0.26153545105645143,Iris-setosa
+20,5.1089477161730255,3.0555737718236577,1.5100223820547056,0.26153088369538774,Iris-setosa
+21,5.1089477161730255,3.061127824492742,1.5100223820547058,0.2615309986632853,Iris-setosa
+22,5.1089477161730255,3.056085082942212,1.5100223820547063,0.26153101103890136,Iris-setosa
+23,6.179367857723768,3.054084190662526,4.899496508644379,1.6665341402014673,Iris-versicolor
+24,6.2146747519987695,3.054090503540651,5.016783819315562,1.7108744848104733,Iris-virginica
+25,6.204083397116415,3.0541477892989684,4.993809561637404,1.7038649156986312,Iris-virginica
+26,6.206800416164842,3.0541339666615452,4.994420495905118,1.7038450167856065,Iris-virginica
+27,6.179372764822643,3.0541796972170414,4.899514373814288,1.6677657485168418,Iris-versicolor
+28,5.108947716291123,3.0721235483473497,1.5100223825385244,0.26160118686334427,Iris-setosa
+29,5.1089477161730255,3.055714267997047,1.5100223820547056,0.2615308787996347,Iris-setosa
+30,5.1089477161730255,3.0559842511651345,1.5100223820547056,0.2615308796079717,Iris-setosa
+31,5.1089477161730255,3.088699282681911,1.510022382054707,0.26153123979523446,Iris-setosa
+0,5.1089477161730725,3.0634106403901336,1.5100223820550547,0.26153383495549914,Iris-setosa
+1,6.188664725142774,3.0541649006963456,4.951727883864809,1.7032474458042888,Iris-versicolor
+2,5.108951244099854,3.0579202673687425,4.899501623476381,1.6687872401223003,Iris-versicolor
+3,5.108953679374739,3.055700524987357,4.899510907255419,1.668849265986893,Iris-versicolor
+4,6.18349583554235,3.0541037637026593,4.928441980672344,1.6958131838394197,Iris-versicolor
+5,5.108947719492946,3.1120778027882063,1.5100223941052742,0.26189921895296897,Iris-setosa
+6,6.185974702938364,3.0540865640934505,4.942442268941156,1.700351604202361,Iris-versicolor
+7,5.1089477161730255,3.056920165982647,1.5100223820547067,0.26153106949202665,Iris-setosa
+8,6.179376152775302,3.054058507328993,4.899548316746544,1.6681922780388885,Iris-versicolor
+9,5.108947716250316,3.135658473044414,1.5100223824939507,0.26162810280929066,Iris-setosa
+10,5.108947716173044,3.2283492189597167,1.510022382055182,0.26153739783506846,Iris-setosa
+11,5.1089477161730255,3.055448829005463,1.5100223820547056,0.26153087161375693,Iris-setosa
+12,6.187446314340298,3.054198319843393,4.948688589689731,1.7025359952262802,Iris-versicolor
+13,6.179367863530723,3.0540086266810085,4.899507237820654,1.6668960165066418,Iris-versicolor
+14,5.1089477161730255,3.0545038125028627,1.5100223820547056,0.2615308420148929,Iris-setosa
+15,5.1089477161730255,3.056472097823286,1.5100223820547056,0.26153088555191245,Iris-setosa
+16,5.1089477161730255,3.054588018170267,1.5100223820547056,0.2615308472073288,Iris-setosa
+17,5.1089477161730255,3.055145751489977,1.5100223820547058,0.26153091029605163,Iris-setosa
+18,6.193158089537611,3.0541494546895485,4.963521214614772,1.702644977582694,Iris-virginica
+19,5.1089477161732475,3.0617969512128167,1.510022382055961,0.26153541621530696,Iris-setosa
+20,5.1089477161730255,3.0554712663423165,1.5100223820547065,0.26153102207283435,Iris-setosa
+21,5.1089477161730255,3.055078481236497,1.5100223820547056,0.26153086625788924,Iris-setosa
+22,6.1915752767666135,3.0542000737916846,4.963630205498247,1.7069274102893102,Iris-versicolor
+23,5.1089477161730255,3.054488203052314,1.5100223820547056,0.26153087109231227,Iris-setosa
+24,5.108947716173028,3.0540637983535133,1.510022382054713,0.2615310393047392,Iris-setosa
+25,5.1089477161730255,3.058038219146162,1.5100223820547056,0.261530909494255,Iris-setosa
+26,6.18096226943652,3.0542398994558515,4.913042065671652,1.6877003180430379,Iris-versicolor
+27,5.1089477161730255,3.056392377822164,1.5100223820547056,0.26153087939980857,Iris-setosa
+28,5.1089477161730255,3.0550866921877264,1.5100223820547056,0.2615308557327902,Iris-setosa
+29,5.108947716173055,3.0541006261045927,1.510022382054768,0.26153136601562543,Iris-setosa
+30,6.204710344665342,3.0541515900610956,4.991855329895407,1.7043951781743412,Iris-virginica
+31,5.10894771617303,3.0541215527344345,1.5100223820547172,0.2615311272903651,Iris-setosa
+0,6.19566708306345,3.054100911027488,4.970323930415372,1.7039163938179467,Iris-virginica
+1,6.193684304550203,3.054174819185136,4.967144828495623,1.7048238123106825,Iris-virginica
+2,5.1089477161730255,3.1278378191042897,1.5100223820547103,0.2615315759195741,Iris-setosa
+3,5.108947716173026,3.054357084211051,1.5100223820547092,0.26153106203131177,Iris-setosa
+4,5.1089477161730255,3.084093499693821,1.510022382054711,0.2615314814367384,Iris-setosa
+5,5.1089477161730255,3.0568095447360943,1.5100223820547058,0.26153092554775764,Iris-setosa
+6,5.10894771617845,3.0541782987824924,1.5100223820633556,0.26153512522001204,Iris-setosa
+7,6.17938881692176,3.0545109308775777,4.899552802996325,1.669129655015658,Iris-versicolor
+8,5.1089477161730255,3.054545934076941,1.5100223820547056,0.261530875315093,Iris-setosa
+9,5.1089477161730255,3.055462299940106,1.5100223820547056,0.26153086404162823,Iris-setosa
+10,5.1089477161730255,3.07147834893724,1.5100223820547072,0.2615312290359733,Iris-setosa
+11,5.108947716173026,3.0564846585542034,1.5100223820547083,0.2615311460194628,Iris-setosa
+12,6.191748582798666,3.0541461900028026,4.959079703227955,1.701859278838805,Iris-versicolor
+13,6.179727230948014,3.0543873657663205,4.901145676581032,1.677071864549591,Iris-versicolor
+14,5.1089477161730255,3.054736772284178,1.5100223820547056,0.2615308696196912,Iris-setosa
+15,6.179434026947428,3.0543724055880572,4.899730841723463,1.6713997913823941,Iris-versicolor
+16,5.108947716173038,3.0541490429546774,1.5100223820547403,0.2615312906476085,Iris-setosa
+17,6.225480770937624,3.0541218766788183,5.036281287196472,1.7038097083683652,Iris-virginica
+18,6.187766140805479,3.054194602947594,4.9498757923830246,1.7026564001264717,Iris-versicolor
+19,6.189106578067973,3.0540637131665545,4.956807610070671,1.703088296914563,Iris-virginica
+20,5.108947716211593,3.0654685331342075,1.5100223822213366,0.2615719355109823,Iris-setosa
+21,5.108947723711535,3.0744512437481823,1.5100224010339671,0.26185425062197215,Iris-setosa
+22,5.1089477161730255,3.064400042103028,1.5100223820547058,0.26153101256177713,Iris-setosa
+23,5.1089477161730255,3.0547453563324023,1.5100223820547067,0.26153101076949364,Iris-setosa
diff --git a/iris/lct_gan/3/18/test.csv b/iris/lct_gan/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/train.csv b/iris/lct_gan/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/18/val.csv b/iris/lct_gan/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/synth.csv b/iris/lct_gan/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bac5d012f7a98226dfa096e13601e3deb6f7af97
--- /dev/null
+++ b/iris/lct_gan/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054455240667351,1.5100223820547056,0.2615308595649019,Iris-setosa
+1,5.1089477161730255,3.059097115104682,1.510022382054706,0.26153103529393296,Iris-setosa
+2,6.179367387838718,3.054023982818897,4.899496613489189,1.666369510974422,Iris-versicolor
+3,5.1089477161730255,3.0548587321375655,1.510022382054706,0.26153096354572564,Iris-setosa
+4,5.108947716173026,3.055314028799651,1.5100223820547096,0.26153114842897746,Iris-setosa
+5,5.1089477161730255,3.0562450348963197,1.5100223820547056,0.26153087609750214,Iris-setosa
+6,5.1089477161730255,3.058877687384338,1.5100223820547058,0.2615309675483735,Iris-setosa
+7,5.108947716173039,3.161970834728001,1.5100223820550187,0.2615353554844083,Iris-setosa
+8,6.242699719607718,3.0541247496791226,5.055362427287019,1.702357717409343,Iris-virginica
+9,5.108947716173026,3.0574616860846784,1.5100223820547098,0.26153122440239823,Iris-setosa
+10,6.179366527637304,3.0540048531254427,4.899491590309327,1.6656956684223705,Iris-versicolor
+11,5.1089477161730255,3.0560900660208445,1.5100223820547056,0.2615308982175144,Iris-setosa
+12,5.108947732743303,3.054632728582689,4.899491350432636,1.6657423908189286,Iris-versicolor
+13,6.1793741997801295,3.054005835606177,4.899665936667733,1.6692270435390772,Iris-versicolor
+14,6.227041842893503,3.054109148290709,5.02772029061685,1.7008522156989647,Iris-virginica
+15,6.230133210556464,3.0541185270818167,5.034754314225635,1.7010771853250999,Iris-virginica
+16,5.1089477161730255,3.054048279630283,1.510022382054706,0.26153088842786565,Iris-setosa
+17,6.179373557239567,3.0541885118473586,4.899513379959962,1.6676075227536458,Iris-versicolor
+18,6.182945147123412,3.0542818433359455,4.930444176157312,1.6988611400538998,Iris-versicolor
+19,6.199712285764617,3.05414396736902,4.982935130530904,1.7035071855101265,Iris-virginica
+20,5.1089477161730255,3.1459165652239505,1.5100223820547138,0.26153184071664737,Iris-setosa
+21,5.1089477161730255,3.0547004150486066,1.5100223820547056,0.2615308499111249,Iris-setosa
+22,5.1089477161730255,3.0544169476389507,1.5100223820547056,0.2615308502951995,Iris-setosa
+23,6.221974102393582,3.0541397519163245,5.023034564359854,1.703802827435824,Iris-virginica
+24,6.1878736945365,3.054063366268354,4.949042558360809,1.699963896769575,Iris-virginica
+25,5.1089477161730255,3.067434958755276,1.510022382054706,0.26153106314980257,Iris-setosa
+26,5.1089477161730255,3.054543693885061,1.5100223820547056,0.2615308484054375,Iris-setosa
+27,5.108947716257078,3.0621661490018606,1.510022382319911,0.261577313937959,Iris-setosa
+28,5.1089477161730255,3.055497130577079,1.5100223820547056,0.2615308646102455,Iris-setosa
+29,5.1089477161730255,3.0550330819328737,1.5100223820547058,0.2615309395880748,Iris-setosa
+30,5.1089477161730255,3.0549813877745877,1.5100223820547058,0.2615309179392696,Iris-setosa
+31,5.1089477161730334,3.1647130871749516,1.5100223820548868,0.26153444696095735,Iris-setosa
+0,5.1089477161730255,3.054706549817692,1.5100223820547056,0.26153085691685257,Iris-setosa
+1,6.182798903818747,3.054171954259544,4.928439654399542,1.6962435210799747,Iris-versicolor
+2,5.108959840871043,3.0556554388115242,4.89953068242766,1.6695350484679192,Iris-versicolor
+3,5.108947764516591,3.054120622620631,4.899491493131126,1.6657764560129162,Iris-versicolor
+4,6.219660886358007,3.054138146545258,5.017584507405536,1.7043621634012804,Iris-virginica
+5,6.179371554454684,3.05432043829822,4.8995051315534806,1.6675822241519742,Iris-versicolor
+6,5.1089477161731365,3.056255919306867,1.5100223820552074,0.26153346044847314,Iris-setosa
+7,5.1089477161730255,3.0542139104781008,1.5100223820547058,0.26153089438773,Iris-setosa
+8,5.1089477161730255,3.0546586306503722,1.5100223820547056,0.26153084888630695,Iris-setosa
+9,5.10894771617484,3.282322726198293,1.5100223820832293,0.26157504763700545,Iris-setosa
+10,6.200981914787417,3.0541152239332785,4.983532788784755,1.7031663395444292,Iris-virginica
+11,5.108947824255316,3.054083489967403,4.899491731155346,1.6658080947880907,Iris-versicolor
+12,5.1089477161730255,3.056534483705834,1.5100223820547056,0.2615308833969872,Iris-setosa
+13,5.108947716173026,3.0541697833190145,1.5100223820547072,0.2615309714425473,Iris-setosa
+14,6.204141229469405,3.0541379136866498,4.989191872606423,1.703835065697768,Iris-virginica
+15,6.179494874243502,3.0544367149123937,4.89994031629671,1.6730939661260176,Iris-versicolor
+16,5.1089477161730255,3.096388332794927,1.510022382054712,0.2615316445350797,Iris-setosa
+17,5.1089477161730255,3.071053936012797,1.510022382054708,0.2615313006061669,Iris-setosa
+18,5.1089477161730255,3.055296526646562,1.5100223820547058,0.2615309164303747,Iris-setosa
+19,6.200596485217409,3.0541472920878574,4.981598955703719,1.70378140160178,Iris-virginica
+20,5.108947716280754,3.0540039146515765,4.899491294400907,1.6654442752981944,Iris-versicolor
+21,6.239690005493582,3.054129257947053,5.053737288105339,1.70163406777644,Iris-virginica
+22,5.1089477161730255,3.0550717195074935,1.5100223820547056,0.2615308637438031,Iris-setosa
+23,5.1089477161730255,3.054331153642903,1.5100223820547056,0.26153084743253785,Iris-setosa
+24,6.179368850745131,3.0540024477922505,4.899559300160815,1.6683153487294755,Iris-versicolor
+25,5.1089477161730255,3.091883410763561,1.5100223820547065,0.26153119520865126,Iris-setosa
+26,6.193893137405522,3.0541643249265835,4.967712995613639,1.7039061164649334,Iris-virginica
+27,6.17972186173654,3.0547073093437613,4.90077818820807,1.6778127654536232,Iris-versicolor
+28,5.1089477161730255,3.0652046026297177,1.5100223820547063,0.26153109029427823,Iris-setosa
+29,6.179677687306933,3.0540825507726925,4.9029697847832425,1.679078277920534,Iris-versicolor
+30,5.1089477161730255,3.0546007175548144,1.5100223820547056,0.2615308475284639,Iris-setosa
+31,5.1089477161730255,3.0553460646302253,1.5100223820547056,0.26153086082812926,Iris-setosa
+0,6.192455993115496,3.0541908852845716,4.964955036618815,1.7058726830700506,Iris-versicolor
+1,5.1089477161730255,3.0561179657874846,1.5100223820547056,0.26153089821579384,Iris-setosa
+2,5.108948126271926,3.057362476092218,4.89949268526329,1.6669782020924835,Iris-versicolor
+3,5.1089477161730255,3.097144298947343,1.5100223820547076,0.2615313264641537,Iris-setosa
+4,5.1089477161730334,3.071919917078839,1.510022382054774,0.26153244050774216,Iris-setosa
+5,5.1089477161730255,3.0543463939206164,1.5100223820547056,0.26153084890562034,Iris-setosa
+6,5.1089477161730255,3.0541468998983183,1.5100223820547058,0.2615308937478811,Iris-setosa
+7,6.182639841492546,3.0542960797835166,4.92659901293254,1.6970900389151402,Iris-versicolor
+8,6.233964295789095,3.0541101294185835,5.048358082416714,1.7059162557841752,Iris-virginica
+9,5.108947716173026,3.065650638275785,1.5100223820547103,0.2615313850674108,Iris-setosa
+10,6.180301139573112,3.054597251063144,4.903999815543692,1.683533313061368,Iris-versicolor
+11,6.179647445750489,3.0544752230400656,4.900603302188577,1.6762937392360773,Iris-versicolor
+12,6.17941348485453,3.054117685638922,4.899752648527926,1.6708623225246308,Iris-versicolor
+13,6.192521936443443,3.0541733870933743,4.964193394892742,1.7049544097349416,Iris-versicolor
+14,5.1089477161730255,3.05685134226517,1.5100223820547056,0.26153089375229066,Iris-setosa
+15,6.1925396670876856,3.054181558639504,4.96555842926019,1.706682140443985,Iris-versicolor
+16,5.1089477161730255,3.119548281653807,1.5100223820547083,0.2615314289158233,Iris-setosa
+17,5.1089477161730255,3.0888421816482436,1.5100223820547067,0.2615312053012982,Iris-setosa
+18,5.108947716186901,3.122869232895713,1.5100223821559329,0.26157956084994605,Iris-setosa
+19,5.1089477161730255,3.0544280905157617,1.5100223820547058,0.26153090796855344,Iris-setosa
+20,5.1089477161730255,3.0543408016414033,1.5100223820547056,0.26153086468963554,Iris-setosa
+21,6.179377835292439,3.0540690568968105,4.899552225476971,1.6682116977499375,Iris-versicolor
+22,5.1089477161730255,3.0591487171961527,1.5100223820547056,0.26153092597697086,Iris-setosa
+23,5.1089477161730255,3.0559304414824924,1.5100223820547056,0.2615308774529211,Iris-setosa
+24,6.183621668248523,3.054246069869384,4.934417956628964,1.699585905513701,Iris-versicolor
+25,6.191430393308661,3.054171556120879,4.960424576564459,1.7040009878525273,Iris-versicolor
+26,5.1089477161730255,3.0565203237290604,1.5100223820547056,0.26153088697651783,Iris-setosa
+27,5.108947716174348,3.054013007310783,4.899491293669963,1.6654314281716154,Iris-versicolor
+28,6.214150074962004,3.0541054539462484,5.005916485842475,1.7020450020270363,Iris-virginica
+29,5.1089477161730255,3.0544099178848345,1.5100223820547058,0.2615309156278374,Iris-setosa
+30,5.1089477161730255,3.0557054790875817,1.5100223820547056,0.26153086866498826,Iris-setosa
+31,6.184871077002568,3.0540523969727063,4.940309917867616,1.7047693456023638,Iris-virginica
+0,6.179549757117381,3.054101310681734,4.901021713052271,1.6755302730168773,Iris-versicolor
+1,6.179366503952854,3.0540045021140285,4.899491393462659,1.6655982056481344,Iris-versicolor
+2,5.108947716181919,3.054153288480017,1.5100223820708019,0.26153597030672865,Iris-setosa
+3,6.180082242030741,3.0540191172685223,4.913236733119863,1.690316682527365,Iris-versicolor
+4,6.193929247070035,3.0540717136721622,4.97031127974366,1.7098928540410263,Iris-virginica
+5,5.1089477161730255,3.0555061054313244,1.5100223820547056,0.26153087103984135,Iris-setosa
+6,6.182795224110492,3.0540362999233506,4.930661016674836,1.6986663760576683,Iris-virginica
+7,5.1089477161730255,3.055407931920025,1.5100223820547056,0.26153086659864827,Iris-setosa
+8,5.108947716198015,3.0561413388854093,1.5100223821074412,0.2615480309556499,Iris-setosa
+9,5.108948037412582,3.0579476153382092,4.899492301782063,1.6668375727277973,Iris-setosa
+10,5.1089477161730255,3.0547111580384887,1.5100223820547063,0.26153096959900074,Iris-setosa
+11,5.108947716173942,3.1861669999168645,1.510022382066683,0.2615568710453077,Iris-setosa
+12,5.108947716236395,3.0540036534913835,4.8994912940111055,1.6654435317035379,Iris-versicolor
+13,6.1858421072519105,3.054085052260759,4.939085948182561,1.7000306963015095,Iris-versicolor
+14,5.1089477161730255,3.0546624526306303,1.5100223820547063,0.2615309683610517,Iris-setosa
+15,5.1089477161730255,3.059753507827112,1.5100223820547058,0.2615309467799289,Iris-setosa
+16,6.188058105925274,3.054177012815356,4.949317465023753,1.7017473698837713,Iris-versicolor
+17,6.179366510061091,3.054012969492798,4.899491383536691,1.66559408033087,Iris-versicolor
+18,6.210726094579717,3.0541515279159954,5.0048951270143025,1.7043441764021812,Iris-virginica
+19,5.1089477161730255,3.057459268802531,1.5100223820547056,0.261530910254656,Iris-setosa
+20,5.10894834958621,3.0602604923084566,4.8994933963168,1.6676088165989804,Iris-setosa
+21,5.108947716460804,3.1675465314500375,1.510022383641371,0.26173127807795105,Iris-setosa
+22,5.108947841982587,3.0631354026720836,1.5100226129186352,0.26213142642004317,Iris-setosa
+23,5.108947729953333,3.083759156489184,1.510022422574814,0.2619842530854587,Iris-setosa
diff --git a/iris/lct_gan/3/19/test.csv b/iris/lct_gan/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/train.csv b/iris/lct_gan/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/19/val.csv b/iris/lct_gan/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/synth.csv b/iris/lct_gan/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93d10c3be0f26b0cdd085792264dfe71c74b5748
--- /dev/null
+++ b/iris/lct_gan/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0768633258811553,1.510022382054715,0.2615316574203416,Iris-setosa
+1,5.108947716173029,3.0542144279640353,1.5100223820547154,0.2615311360080803,Iris-setosa
+2,6.207143023635499,3.054144849248365,4.995705955483867,1.7039171638037598,Iris-virginica
+3,6.181272361546549,3.0540247797628317,4.922769670864184,1.6959310569218529,Iris-versicolor
+4,5.1089477161730255,3.063548680643499,1.510022382054706,0.2615310543785568,Iris-setosa
+5,6.17945391187876,3.0541960137206057,4.899950755015982,1.6724650157758287,Iris-versicolor
+6,6.261151352416227,3.054125876189554,5.074345213564077,1.7019679806071681,Iris-virginica
+7,5.108947716173028,3.069466510127061,1.5100223820547294,0.26153194422935755,Iris-setosa
+8,5.108947716173026,3.061885273373668,1.5100223820547103,0.26153131201609026,Iris-setosa
+9,5.1089477161730255,3.0543801689084193,1.5100223820547058,0.2615309124998985,Iris-setosa
+10,5.108948240839538,3.056646688099127,4.899492871987883,1.6670411563854146,Iris-versicolor
+11,6.183053719432258,3.054292912332911,4.931790478400631,1.6983295562042309,Iris-versicolor
+12,5.1089477161730255,3.057565313674349,1.5100223820547056,0.26153089592855183,Iris-setosa
+13,5.1089477161730255,3.0577767771624043,1.5100223820547056,0.2615308995583144,Iris-setosa
+14,5.1089477161730255,3.0555466614167597,1.5100223820547056,0.2615308705150695,Iris-setosa
+15,5.108947716201656,3.0540070145385663,4.899491293791231,1.6654396811221017,Iris-versicolor
+16,5.108947717552826,3.055290297194555,1.5100223843655016,0.2615925776604869,Iris-setosa
+17,6.179558866364839,3.054037286962619,4.9025273610740845,1.6783078940639606,Iris-versicolor
+18,6.237746846241542,3.054116607740272,5.043311446190764,1.7010222487949291,Iris-virginica
+19,6.236910884570881,3.0541354544713384,5.051071792200942,1.7027141457997994,Iris-virginica
+20,6.207314629946308,3.054127294295209,4.994909876165545,1.7036636557627651,Iris-virginica
+21,5.108947716173032,3.054059293582109,1.51002238205472,0.26153109006614084,Iris-setosa
+22,5.1089477161730255,3.054747396543086,1.510022382054706,0.2615309400686195,Iris-setosa
+23,6.17943720272633,3.054003958870296,4.903362494963923,1.6836392073179,Iris-versicolor
+24,5.108947716174173,3.344349294204011,1.510022382077458,0.261568749268177,Iris-setosa
+25,6.193008046958575,3.0541687807340376,4.964994483201692,1.704247951014111,Iris-virginica
+26,5.1089477161730255,3.0541301634845506,1.5100223820547058,0.26153089528885104,Iris-setosa
+27,5.1089477161730255,3.0662813428475246,1.5100223820547058,0.2615309914157356,Iris-setosa
+28,5.108947716173026,3.114757886891903,1.5100223820547172,0.2615318360802465,Iris-setosa
+29,5.1089477161730255,3.0665638774895387,1.5100223820547058,0.2615310046863084,Iris-setosa
+30,6.213704101014545,3.054133808211035,5.0081674424350595,1.7036015348734403,Iris-virginica
+31,5.1089477161730255,3.056242340306913,1.5100223820547058,0.261530925402947,Iris-setosa
+0,5.1089477161730255,3.0764245783045387,1.5100223820547105,0.2615314228399988,Iris-setosa
+1,5.1089477161730255,3.054613840195162,1.5100223820547056,0.2615308448431209,Iris-setosa
+2,6.1793667490029165,3.05401430781193,4.899493072678954,1.6659882874502425,Iris-versicolor
+3,5.1089477161730255,3.0558224498251687,1.5100223820547056,0.26153087572781863,Iris-setosa
+4,5.108947716173042,3.0553128810333567,1.5100223820547647,0.2615317917240112,Iris-setosa
+5,5.1089477161730255,3.0546488840447914,1.510022382054707,0.2615310202754462,Iris-setosa
+6,6.212795964634282,3.0541012596928176,5.00294294639456,1.7020252988731166,Iris-virginica
+7,6.214696300392614,3.054122610848781,5.008798650295304,1.702878443153987,Iris-virginica
+8,5.1089477161730255,3.0545456656241954,1.5100223820547056,0.2615308629654902,Iris-setosa
+9,5.108947716173207,3.0541693029868195,1.510022382055124,0.2615321838945367,Iris-setosa
+10,5.108947716531473,3.0540076741754425,4.899491295496455,1.6654589068176844,Iris-versicolor
+11,6.1793666464269945,3.054047338438905,4.89949177911612,1.6658412190893903,Iris-versicolor
+12,6.266245161815547,3.0541210817598503,5.083077303756176,1.7026101161487426,Iris-virginica
+13,5.108947716173289,3.0540285266856815,4.899491293665704,1.6654297012686035,Iris-versicolor
+14,6.182278961669931,3.054110801606953,4.9250891321260415,1.6936038139537006,Iris-versicolor
+15,5.1089477161730255,3.0547809106749133,1.5100223820547056,0.26153084913928687,Iris-setosa
+16,6.1879746034590015,3.054114125244131,4.947294914651773,1.7007134681706333,Iris-versicolor
+17,5.1089477161730255,3.063968430459224,1.5100223820547058,0.26153097511655976,Iris-setosa
+18,5.108947716173033,3.054069234402133,1.5100223820547236,0.26153111309689664,Iris-setosa
+19,5.1089477161730255,3.0569701348188807,1.5100223820547058,0.261530948567233,Iris-setosa
+20,5.1089477161730255,3.055377330118137,1.5100223820547056,0.2615308696678152,Iris-setosa
+21,6.188758417570365,3.054152936739505,4.950793641451674,1.7022995117021185,Iris-versicolor
+22,5.1089477161730255,3.054842739930553,1.5100223820547056,0.26153088883245573,Iris-setosa
+23,5.1089477161730255,3.0555104181830477,1.5100223820547056,0.26153088058761115,Iris-setosa
+24,6.180963355989251,3.054119996214121,4.91751348561019,1.6907412285610632,Iris-versicolor
+25,5.1089477161730255,3.056999606865359,1.5100223820547056,0.26153090235936116,Iris-setosa
+26,6.179367160943363,3.054000877538755,4.899519782411681,1.6676384641115192,Iris-versicolor
+27,5.1089477161730255,3.054732609354846,1.5100223820547056,0.2615308479682169,Iris-setosa
+28,6.18014317425732,3.0540304926674953,4.912241296287199,1.6881294709410075,Iris-versicolor
+29,6.1794123040955515,3.0540787489666386,4.899846384116349,1.6711084949009964,Iris-versicolor
+30,5.1089477161730255,3.054522124894234,1.5100223820547056,0.2615308434054548,Iris-setosa
+31,6.179373122859901,3.0540072314364113,4.899611788767224,1.6688412476123853,Iris-versicolor
+0,5.1089477161730255,3.0546805746499643,1.5100223820547056,0.26153084563056633,Iris-setosa
+1,5.1089477161730255,3.0738140955055835,1.5100223820547072,0.2615312118915542,Iris-setosa
+2,5.1089477161730255,3.0598511409112388,1.5100223820547056,0.2615309245566669,Iris-setosa
+3,5.1089477161730255,3.055618220776387,1.5100223820547056,0.2615308665810098,Iris-setosa
+4,6.197247458498324,3.0540931664537907,4.974420071585685,1.7035222100214364,Iris-virginica
+5,6.200909129349428,3.054161640147575,4.983933214124221,1.7049096004758038,Iris-virginica
+6,6.179366489099622,3.0540025240971826,4.899491295827038,1.6654649126394792,Iris-versicolor
+7,6.1793943771792135,3.054009510990156,4.9002065614334605,1.6723812708463663,Iris-versicolor
+8,6.2434970575881055,3.0541163742402144,5.0505205656017935,1.7010216419417035,Iris-virginica
+9,5.108947716173027,3.0541285230601765,1.5100223820547098,0.2615310312282516,Iris-setosa
+10,5.108947716182757,3.0540511981263094,4.89949129369954,1.6654373637512103,Iris-versicolor
+11,5.1089477161730255,3.057229783361205,1.5100223820547056,0.2615309193554488,Iris-setosa
+12,5.1089477161730255,3.070572355130281,1.5100223820547074,0.26153125223183304,Iris-setosa
+13,6.183705526275843,3.054154354706808,4.933396904218446,1.697459005676273,Iris-versicolor
+14,6.203133050759547,3.054146759584467,4.987356874852332,1.7039391312379943,Iris-virginica
+15,5.108947716498047,3.0554217380181226,1.5100223826092438,0.2615662741048538,Iris-setosa
+16,5.1089477161730255,3.055028979274604,1.5100223820547056,0.261530885831125,Iris-setosa
+17,5.1089477161730255,3.085298895185788,1.510022382054711,0.261531544743395,Iris-setosa
+18,5.1089477161730255,3.0567141437942906,1.5100223820547056,0.2615308903495033,Iris-setosa
+19,5.108947716194356,3.0540174110877523,4.89949129377178,1.66543807014399,Iris-versicolor
+20,6.185631543302315,3.0542489952295453,4.944063484100839,1.7032254261676263,Iris-versicolor
+21,5.1089477161730255,3.0585304890362144,1.5100223820547058,0.2615309896040248,Iris-setosa
+22,5.1089477161730255,3.0542931660700594,1.5100223820547058,0.26153089192510637,Iris-setosa
+23,6.194783116468284,3.0540669692251807,4.9752819181380135,1.7075231574482996,Iris-virginica
+24,6.217488966099695,3.0541182163311613,5.0140086884252755,1.7049452514714787,Iris-virginica
+25,5.1089486896518315,3.059888162034073,4.899494598534795,1.6678895734917303,Iris-setosa
+26,5.108947716173077,3.0543403009337657,1.510022382054838,0.26153174144682323,Iris-setosa
+27,5.108948180719974,3.0637245916505034,1.510023323566431,0.2625815267371812,Iris-setosa
+28,5.1089481039162346,3.0542962164750667,4.899492594419213,1.6662794328810597,Iris-versicolor
+29,5.1089477161730255,3.0544404087034467,1.5100223820547063,0.2615309489030241,Iris-setosa
+30,5.1089477161730255,3.0554525689305434,1.5100223820547056,0.2615308727583863,Iris-setosa
+31,5.1089477161730255,3.055014524180925,1.5100223820547056,0.2615308546879382,Iris-setosa
+0,6.179736787500857,3.054018129193188,4.9089212258314125,1.6859633116150687,Iris-versicolor
+1,5.108947716173609,3.0540234281619294,4.899491293667384,1.6654303373705939,Iris-versicolor
+2,6.179367298491103,3.0540142163158164,4.899497286265206,1.6665361439794313,Iris-versicolor
+3,5.1089477161730255,3.0574515138587395,1.5100223820547058,0.2615309681477839,Iris-setosa
+4,5.1089477161730255,3.065414040044125,1.5100223820547058,0.26153100072545493,Iris-setosa
+5,6.186665217830824,3.054234210707721,4.947773551534048,1.7039327919056435,Iris-versicolor
+6,6.187451941268172,3.054029192248888,4.962229257731075,1.7177710193524276,Iris-virginica
+7,5.1089477161730255,3.0560442348584558,1.5100223820547056,0.2615308772718081,Iris-setosa
+8,5.1089477161755745,3.0544175196857926,1.5100223820597907,0.26153496555127465,Iris-setosa
+9,5.1089477161730255,3.057556131543995,1.5100223820547063,0.2615310412027165,Iris-setosa
+10,5.1089477161730255,3.0730201290016512,1.510022382054706,0.26153108562426414,Iris-setosa
+11,6.1880394752235555,3.05413785859749,4.9491227240978395,1.7017886065392427,Iris-versicolor
+12,5.108947716173071,3.0540511462003743,1.5100223820547927,0.2615313792955872,Iris-setosa
+13,5.1089477161730255,3.0554175070700285,1.5100223820547056,0.26153088122025314,Iris-setosa
+14,5.108947720708698,3.0596921166686446,1.5100223907350339,0.2616950273320051,Iris-setosa
+15,6.184569338137035,3.0542360973479385,4.938240942094356,1.700747112635482,Iris-versicolor
+16,6.179373473994818,3.054008781177488,4.899603577401884,1.668457525508712,Iris-versicolor
+17,6.185109002420549,3.054119704442813,4.937957286894721,1.6987293876509209,Iris-versicolor
+18,5.1089477161730255,3.054479206866741,1.5100223820547056,0.26153085901507966,Iris-setosa
+19,6.211452576912272,3.0541343605867706,5.003280018320722,1.7036433653315304,Iris-virginica
+20,5.1089477161730255,3.057260774761681,1.5100223820547056,0.26153090055570616,Iris-setosa
+21,5.1089477161730255,3.054429270933074,1.5100223820547056,0.26153084038786717,Iris-setosa
+22,5.1089477161730255,3.057395812932539,1.5100223820547056,0.2615308935219143,Iris-setosa
+23,6.239568952991964,3.054126569143266,5.048799286317839,1.7021805684699112,Iris-virginica
diff --git a/iris/lct_gan/3/2/test.csv b/iris/lct_gan/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/train.csv b/iris/lct_gan/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/2/val.csv b/iris/lct_gan/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/synth.csv b/iris/lct_gan/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01b07c2b653faad2b7c36d46b23d3c0f41275897
--- /dev/null
+++ b/iris/lct_gan/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180441302783863,3.054011766104375,4.9188481220956835,1.6975674366445408,Iris-virginica
+1,6.180817218394279,3.0545086630153433,4.907771760191891,1.6875529864779517,Iris-versicolor
+2,6.179367910219302,3.054059609432914,4.899496971594517,1.666463860337736,Iris-versicolor
+3,5.1089477161735815,3.055190913130412,1.510022382056305,0.26153438276326363,Iris-setosa
+4,6.179515408166338,3.0541073294302823,4.900611603117081,1.6742952508462356,Iris-versicolor
+5,6.179400613582732,3.054036666175077,4.899808479539277,1.6706795683494922,Iris-versicolor
+6,6.1819144131196255,3.054307010328091,4.920834479227326,1.692960242845356,Iris-versicolor
+7,5.1089477161730255,3.0554480734538627,1.5100223820547058,0.261530914059145,Iris-setosa
+8,5.1089477161730255,3.0642816645040116,1.5100223820547063,0.26153106713235086,Iris-setosa
+9,5.108947716173029,3.0543859125444706,1.5100223820547163,0.26153120777537314,Iris-setosa
+10,6.1793665589032925,3.0540043936391648,4.899491940505368,1.6658021072613607,Iris-versicolor
+11,5.108947716173031,3.0540942869081875,1.510022382054718,0.2615310823023366,Iris-setosa
+12,5.108947716217326,3.0563818952857797,1.5100223821782368,0.26155588338937913,Iris-setosa
+13,6.179737435310427,3.0540111740397617,4.909844934356016,1.688152131688739,Iris-versicolor
+14,5.108947716173029,3.0822844034809935,1.5100223820547534,0.2615325380618527,Iris-setosa
+15,6.18343409480655,3.05431096115158,4.935019610819159,1.7003885798346465,Iris-versicolor
+16,5.1089477161730255,3.0579863679208836,1.5100223820547056,0.26153092513389253,Iris-setosa
+17,6.248206927985105,3.0541229880334417,5.057041408427889,1.7019526820331112,Iris-virginica
+18,6.180787242942164,3.0544521465683387,4.907778950844948,1.6871060619158986,Iris-versicolor
+19,5.1089477161730255,3.0550432471154494,1.5100223820547056,0.2615308571561735,Iris-setosa
+20,5.1089477161730255,3.0596188926605055,1.5100223820547056,0.2615309248836957,Iris-setosa
+21,5.1089477161730255,3.0679807920115083,1.5100223820547094,0.2615313489575754,Iris-setosa
+22,5.1089477161730255,3.055133140549944,1.5100223820547056,0.2615308568011374,Iris-setosa
+23,5.1089477161730255,3.059890120893915,1.5100223820547058,0.2615309948716149,Iris-setosa
+24,5.1089477161730255,3.055803898211008,1.5100223820547056,0.26153086925090213,Iris-setosa
+25,5.1089477161730255,3.0546348215179746,1.5100223820547056,0.26153085012184607,Iris-setosa
+26,5.1089477161730255,3.055833515350762,1.5100223820547056,0.26153087123990876,Iris-setosa
+27,6.191598258559505,3.054150285164922,4.959548065738693,1.7025797310729924,Iris-versicolor
+28,6.180531354893787,3.0542764186887696,4.907664526519859,1.6856789388885167,Iris-versicolor
+29,6.179366566006799,3.054002506145844,4.899492298083598,1.6659276706943533,Iris-versicolor
+30,5.108947716270358,3.054093580848789,4.899491294012199,1.6654542794312062,Iris-versicolor
+31,6.227219037787367,3.0541241558104333,5.03265642888474,1.7061150197914523,Iris-virginica
+0,6.186689250968931,3.054179260100909,4.9441289824377215,1.699879971578603,Iris-versicolor
+1,6.228182348876083,3.054132978339379,5.033402949837606,1.7030658335572626,Iris-virginica
+2,5.108947716342135,3.0540066514139044,4.899491294524966,1.6654511757238053,Iris-versicolor
+3,5.108947716173146,3.0541948519556277,1.510022382054993,0.26153195513619815,Iris-setosa
+4,6.217600595536372,3.054119514976351,5.013391100517077,1.70252011263756,Iris-virginica
+5,6.1799787547677605,3.0540150517734252,4.912596166232652,1.6881731578479435,Iris-versicolor
+6,5.1089477161730255,3.056309246418531,1.5100223820547056,0.2615309133556587,Iris-setosa
+7,5.1089477161730255,3.1950414117828934,1.5100223820547185,0.2615320124209027,Iris-setosa
+8,5.1089477161730255,3.056291013566851,1.5100223820547056,0.26153088305063354,Iris-setosa
+9,6.205410855703491,3.0541102500487507,4.998296272754886,1.7051845213002352,Iris-virginica
+10,6.1793768950096695,3.054110975452242,4.899535063428815,1.668126527857323,Iris-versicolor
+11,6.254830754220097,3.0541227565080415,5.065789157187447,1.7018536311886252,Iris-virginica
+12,6.219494810067257,3.054101556664895,5.0150316356225115,1.7009467575587318,Iris-virginica
+13,5.1089477161730255,3.056150002221776,1.5100223820547056,0.26153087400526853,Iris-setosa
+14,5.1089477161730255,3.070520960314919,1.5100223820547065,0.26153114221724133,Iris-setosa
+15,6.1937008053715275,3.054167946988532,4.966466451076938,1.7043972401702474,Iris-virginica
+16,5.1089477161730255,3.073377065704559,1.5100223820547072,0.26153123679989143,Iris-setosa
+17,5.1089477161730255,3.0565474000259583,1.5100223820547056,0.2615308823854322,Iris-setosa
+18,5.1089477161730255,3.0575937209655963,1.510022382054706,0.2615309879406569,Iris-setosa
+19,6.179437162605884,3.054026011236664,4.900635963125149,1.6737828538358472,Iris-versicolor
+20,6.188168248280157,3.0541664767116816,4.948748725717668,1.700948881545021,Iris-versicolor
+21,5.108947716173027,3.083808728884706,1.5100223820547267,0.2615320621277358,Iris-setosa
+22,5.1089477161730255,3.0553652658436845,1.5100223820547056,0.26153086177164864,Iris-setosa
+23,5.1089477161730255,3.0552697950719683,1.5100223820547056,0.2615308769615973,Iris-setosa
+24,6.180047778448298,3.0545395675309064,4.902713383948737,1.6805341024953628,Iris-versicolor
+25,5.1089477161730255,3.0561963318530188,1.5100223820547056,0.2615308757699549,Iris-setosa
+26,5.108947716199197,3.099066192000903,1.5100223821921785,0.26157936319449826,Iris-setosa
+27,6.213256007644371,3.0541578533463993,5.013338596790089,1.704628369682887,Iris-virginica
+28,6.194156461734338,3.0541700545639507,4.968570289675109,1.7042616704647209,Iris-virginica
+29,5.1089477161730255,3.0566902665928217,1.5100223820547056,0.26153089607275287,Iris-setosa
+30,6.223034321297245,3.0541392729676473,5.0266850992203,1.70333616056803,Iris-virginica
+31,5.1089477161730255,3.058089139842582,1.5100223820547056,0.26153092671404765,Iris-setosa
+0,5.108952738010884,3.0559815841454627,4.899506553854203,1.6686184884328108,Iris-versicolor
+1,5.1089477161730255,3.0849838065229296,1.5100223820547063,0.26153115195349624,Iris-setosa
+2,5.108947716200091,3.196482450024033,1.5100223822757932,0.2616222925074503,Iris-setosa
+3,5.1089477161730255,3.057102748865468,1.5100223820547056,0.2615308901336319,Iris-setosa
+4,6.255728586301763,3.0541191667323653,5.066361883049742,1.7017182474542485,Iris-virginica
+5,5.1089477161937324,3.0540182239075526,4.899491293748102,1.6654401760423165,Iris-versicolor
+6,6.217290518415682,3.0541058771643166,5.0118076591500165,1.7015700382358414,Iris-virginica
+7,6.223052997315567,3.054130624309146,5.02514849598034,1.7052549130117471,Iris-virginica
+8,5.1089477161730255,3.0602843363055006,1.5100223820547056,0.26153093521978266,Iris-setosa
+9,5.1089477161730255,3.0812231465872295,1.510022382054706,0.26153112465006956,Iris-setosa
+10,5.1089477161730255,3.054389400895721,1.5100223820547056,0.261530840437199,Iris-setosa
+11,5.108947716214244,3.054003276168764,4.899491293919513,1.665439403740148,Iris-versicolor
+12,5.1089477161730255,3.081635551181645,1.5100223820547072,0.2615312577818773,Iris-setosa
+13,5.108947716261573,3.0540044351057847,4.899491294183827,1.6654458870943587,Iris-versicolor
+14,5.1089477161730255,3.0558209053163043,1.5100223820547056,0.261530870142657,Iris-setosa
+15,6.17937585243978,3.0540048058983578,4.899746798281113,1.670055332123251,Iris-versicolor
+16,6.179366542283112,3.054005525146768,4.899491729299291,1.6657096086117629,Iris-versicolor
+17,6.1796850019732945,3.0541392091120163,4.902171715508945,1.677728794585527,Iris-versicolor
+18,5.1089477161730255,3.0579863852274323,1.5100223820547056,0.2615309058271931,Iris-setosa
+19,5.1089477161730255,3.0558256821250227,1.5100223820547056,0.26153087120049007,Iris-setosa
+20,6.193397266391043,3.0541210392858567,4.9661772928663765,1.7023678903575001,Iris-virginica
+21,5.108948341285569,3.062108637327678,1.510023348281179,0.26252409381219566,Iris-setosa
+22,5.1089477161730255,3.0545118060154177,1.5100223820547056,0.26153084951503786,Iris-setosa
+23,6.293224219412876,3.0541186991159557,5.11279249968385,1.7041848480666093,Iris-virginica
+24,5.1089477161890215,3.1380617167631426,1.5100223821815413,0.26158270094368563,Iris-setosa
+25,6.179369154278891,3.0540025543374605,4.899565093894775,1.6684069515517628,Iris-versicolor
+26,5.1089477161730255,3.054960540728458,1.5100223820547056,0.2615308600439255,Iris-setosa
+27,6.179366557133953,3.0540133941069616,4.899491635507893,1.6657170302013844,Iris-versicolor
+28,6.17936748444739,3.0540216365568016,4.899498096659626,1.6665916585087512,Iris-versicolor
+29,5.1089477161730255,3.0570632583396007,1.5100223820547058,0.2615309315552959,Iris-setosa
+30,5.1089477161730255,3.0593183455234505,1.5100223820547056,0.261530917135798,Iris-setosa
+31,5.108947852233083,3.0558846886020516,4.899491652417231,1.6662585064876283,Iris-versicolor
+0,5.108947716173026,3.0619125718383553,1.5100223820547145,0.2615314749902333,Iris-setosa
+1,6.17978373053532,3.0541901154198516,4.902388754572603,1.6782432837713503,Iris-versicolor
+2,6.220537744520933,3.054115791741525,5.019459258160158,1.7016208572995033,Iris-virginica
+3,5.1089477161730255,3.0545649910523904,1.5100223820547058,0.2615309027513833,Iris-setosa
+4,5.108947716173027,3.1726815181133143,1.5100223820547451,0.2615328243014253,Iris-setosa
+5,6.179709483571488,3.0544903063514055,4.900923726041037,1.677392296103287,Iris-versicolor
+6,5.1089477161730255,3.0541264762463403,1.510022382054706,0.2615309061299976,Iris-setosa
+7,6.217527874238807,3.054137653937488,5.015451277726274,1.7035088886143401,Iris-virginica
+8,6.218464424827027,3.054123299815447,5.0155449164599455,1.7026228535411756,Iris-virginica
+9,5.1089477161730255,3.0590152704228317,1.5100223820547056,0.261530920187486,Iris-setosa
+10,6.181183668063275,3.054274778113466,4.913265916274688,1.6892708297208658,Iris-versicolor
+11,6.196912807228991,3.054165659744472,4.9763498962235335,1.7042556834987592,Iris-virginica
+12,5.108947716173028,3.23752746620708,1.5100223820548095,0.26153397743556184,Iris-setosa
+13,6.179366529639193,3.05400519552721,4.89949159566609,1.665713545740294,Iris-versicolor
+14,6.190209976723569,3.0541302802157135,4.954411624126457,1.701541512871589,Iris-versicolor
+15,5.108947716173139,3.0565495707904042,1.5100223820552052,0.26153348688278544,Iris-setosa
+16,6.180095155389246,3.054305392844956,4.903906678647097,1.6813965143385297,Iris-versicolor
+17,5.1089477161730255,3.0553743613406747,1.5100223820547056,0.26153087884100185,Iris-setosa
+18,5.1089477161730255,3.0597120731318457,1.5100223820547056,0.2615309226930891,Iris-setosa
+19,5.1089477161730255,3.094969395419133,1.5100223820547074,0.2615313158469571,Iris-setosa
+20,5.1089477161730255,3.05450037307783,1.5100223820547056,0.26153086407379444,Iris-setosa
+21,5.1089477161730255,3.074811756064576,1.5100223820547063,0.2615310984375138,Iris-setosa
+22,6.227890738620157,3.0541343600710955,5.032109016872712,1.703316039794686,Iris-virginica
+23,6.2261726397507795,3.0541316560108815,5.030630420370667,1.7032618928262389,Iris-virginica
diff --git a/iris/lct_gan/3/20/test.csv b/iris/lct_gan/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/train.csv b/iris/lct_gan/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/20/val.csv b/iris/lct_gan/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/synth.csv b/iris/lct_gan/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad06a38f6e623ab674f8fb098e25f61040600583
--- /dev/null
+++ b/iris/lct_gan/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0540888092659944,1.5100223820547085,0.2615309807611542,Iris-setosa
+1,5.1089477161730255,3.0550788893490672,1.5100223820547056,0.26153085787010844,Iris-setosa
+2,6.1793666521776425,3.0540050562883367,4.899492859712528,1.6659869369163336,Iris-versicolor
+3,6.200246859947721,3.054108895559755,4.98125327281614,1.7036250488046043,Iris-virginica
+4,5.1089477161730255,3.0627613268511342,1.5100223820547058,0.2615309648451471,Iris-setosa
+5,5.1089477161730255,3.059114586266974,1.5100223820547056,0.2615309302136698,Iris-setosa
+6,6.2180855333972245,3.054104427803739,5.017817234740404,1.7046248525443004,Iris-virginica
+7,6.179841771039672,3.054048706564983,4.9075777657681705,1.683569944483894,Iris-versicolor
+8,6.179504375958895,3.0543347833896637,4.900090379848073,1.673428747637774,Iris-versicolor
+9,6.20728293621057,3.054115675978825,4.994010752967603,1.7033882683791333,Iris-virginica
+10,6.179706333087094,3.054722050247045,4.900753394759724,1.6773205022671855,Iris-versicolor
+11,6.202099791749438,3.054147274793886,4.986707532069712,1.7050936336104285,Iris-virginica
+12,6.182489754991262,3.0542855672373754,4.926573846037678,1.6960497750310894,Iris-versicolor
+13,6.179368502439608,3.0540211462381244,4.899506747965231,1.6669806555046418,Iris-versicolor
+14,6.2299908411242715,3.0541305661510925,5.036397438247574,1.703670791182143,Iris-virginica
+15,5.1089477161730255,3.0582052462589218,1.5100223820547056,0.26153090467748186,Iris-setosa
+16,6.186722993712353,3.0542332043117826,4.9480696854363035,1.7037659040059663,Iris-versicolor
+17,5.1089477161730255,3.0554836897276574,1.5100223820547056,0.2615308793540546,Iris-setosa
+18,6.193560095224224,3.0541124657900993,4.964940084687988,1.7025628925273093,Iris-virginica
+19,5.1089477161730255,3.0548587333449992,1.5100223820547056,0.261530856812959,Iris-setosa
+20,6.180016790039359,3.0545623745436927,4.902378085453831,1.681130844763136,Iris-versicolor
+21,6.17939963153325,3.054326087402279,4.899615859304933,1.670143847457404,Iris-versicolor
+22,5.1089477161730255,3.055466083534036,1.5100223820547056,0.2615308631865574,Iris-setosa
+23,5.1089477161730255,3.055072296761393,1.5100223820547056,0.2615308563137162,Iris-setosa
+24,5.1089477161730255,3.0609609958015773,1.5100223820547056,0.26153093627439683,Iris-setosa
+25,5.108947716173026,3.055236908000678,1.5100223820547092,0.2615311415938572,Iris-setosa
+26,6.202709917774918,3.0541453741046753,4.986115583189698,1.704644650315121,Iris-virginica
+27,5.108947716205265,3.05409077521322,4.899491293765506,1.6654449683233417,Iris-versicolor
+28,6.179994707693912,3.0540118642232943,4.913844995613236,1.697259703331457,Iris-virginica
+29,5.1089477161730255,3.05993189568299,1.5100223820547056,0.261530927222292,Iris-setosa
+30,6.218770413692848,3.054126771941808,5.016417143691978,1.7027932194276185,Iris-virginica
+31,6.183010597197553,3.0542584757469373,4.930489497829696,1.6958470501645875,Iris-versicolor
+0,6.2166735990826565,3.0541069587481546,5.0102413771715755,1.7018300193779086,Iris-virginica
+1,5.108947716173026,3.0903607854264137,1.510022382054723,0.2615319435492524,Iris-setosa
+2,5.108947716173026,3.056637396092312,1.5100223820547087,0.26153116034209745,Iris-setosa
+3,6.2298686229401605,3.0541350523204716,5.038820589054823,1.702804123209768,Iris-virginica
+4,5.1089477161730255,3.05528094441358,1.5100223820547056,0.26153086057298164,Iris-setosa
+5,6.234180075331235,3.054114212556676,5.043351393047362,1.705824536118172,Iris-virginica
+6,5.1089477161730255,3.054782998227057,1.5100223820547056,0.2615308514812872,Iris-setosa
+7,6.179487240149548,3.055429949774308,4.899796129373781,1.6737087484109807,Iris-versicolor
+8,6.179376204459787,3.0540026813730785,4.899907971011359,1.6714549183698608,Iris-versicolor
+9,5.1089477161730255,3.0542207810773707,1.5100223820547063,0.26153093767489743,Iris-setosa
+10,5.1089477161730255,3.0552270423622643,1.5100223820547056,0.2615308601762764,Iris-setosa
+11,5.1089477161730255,3.054499554236583,1.5100223820547056,0.26153086489150895,Iris-setosa
+12,5.1089477161730255,3.0545373641657525,1.5100223820547056,0.26153086809290715,Iris-setosa
+13,5.1089477161730255,3.0544421952021366,1.5100223820547056,0.2615308405188679,Iris-setosa
+14,6.201347575163176,3.0541623307744623,4.98617208285303,1.7048735122847942,Iris-virginica
+15,5.108947716173068,3.061742458122734,1.510022382054962,0.2615331905113694,Iris-setosa
+16,5.1089477161730255,3.05535589203324,1.5100223820547056,0.2615308679270284,Iris-setosa
+17,6.200910822098886,3.0541061482960563,4.986524800839806,1.7049091241286483,Iris-virginica
+18,5.1089477161730255,3.054418757154344,1.5100223820547056,0.26153084291121126,Iris-setosa
+19,5.1089477161730255,3.0546248016299136,1.5100223820547056,0.2615308561632682,Iris-setosa
+20,6.208929507352017,3.0541402258088732,4.99964670538311,1.7041106945176296,Iris-virginica
+21,6.184035500523042,3.054042654369894,4.936524540479177,1.704147125287073,Iris-virginica
+22,6.181613507382429,3.0540853647848327,4.921390541284657,1.6916935395105566,Iris-versicolor
+23,6.206725731612551,3.0541126006704986,4.9979720391030815,1.705599563229385,Iris-virginica
+24,6.179366534191847,3.0540025475792514,4.8994918697958845,1.6657601289643633,Iris-versicolor
+25,5.1089477161730255,3.0558861471818886,1.5100223820547056,0.2615308716597046,Iris-setosa
+26,5.1089477167025175,3.0543315217089244,4.8994912952061,1.6654915272272734,Iris-versicolor
+27,5.1089477161730255,3.065663363821394,1.5100223820547058,0.26153101590877215,Iris-setosa
+28,6.202573050475643,3.0541268708759017,4.984737510438405,1.7033576810189746,Iris-virginica
+29,5.108947716173033,3.054197944419573,1.5100223820547225,0.2615311879366722,Iris-setosa
+30,5.1089477161730255,3.140342053396793,1.5100223820547083,0.2615314748313051,Iris-setosa
+31,6.234978450713267,3.0541359611155245,5.047201862300285,1.7032587182660859,Iris-virginica
+0,6.18058456225159,3.0542882515132863,4.90786320475629,1.685300853015742,Iris-versicolor
+1,6.179425218723138,3.054004984715271,4.902009771238393,1.6772052401218156,Iris-versicolor
+2,6.220942264233306,3.0541197586641298,5.019945561737202,1.7020344049341516,Iris-virginica
+3,6.198516934141849,3.054101907562719,4.980078911523914,1.7042298661354593,Iris-virginica
+4,5.108947716173244,3.054171332305445,1.5100223820553105,0.26153230610106776,Iris-setosa
+5,5.108947716173039,3.054181967494143,1.5100223820547378,0.2615313072085009,Iris-setosa
+6,5.1089477161730255,3.0567509071300427,1.5100223820547056,0.2615309151812934,Iris-setosa
+7,5.1089477161730255,3.0793095494077316,1.510022382054706,0.2615310864042064,Iris-setosa
+8,6.184473562540012,3.054193121489405,4.936731169159379,1.6990642172867907,Iris-versicolor
+9,5.1089477161730255,3.0544930340446177,1.5100223820547056,0.26153086868590825,Iris-setosa
+10,6.2016277740010075,3.05414118893844,4.982767832745282,1.7030118921358757,Iris-virginica
+11,6.19707567510417,3.0541171065361397,4.977791697593422,1.7023870160220602,Iris-virginica
+12,6.182585157249185,3.0542179879815032,4.927523031001508,1.695903882295425,Iris-versicolor
+13,5.1089477161730255,3.054209489711377,1.5100223820547056,0.2615308428509067,Iris-setosa
+14,5.1089477161730255,3.0546378789914996,1.5100223820547056,0.26153084702819274,Iris-setosa
+15,6.214520647657648,3.0541222573222733,5.009033878998776,1.7027921492778444,Iris-virginica
+16,5.1089477161730255,3.0550228235766683,1.5100223820547063,0.26153098043748674,Iris-setosa
+17,6.1793665682479055,3.0540052689660597,4.899491898587902,1.6658527322992014,Iris-versicolor
+18,6.179725496977876,3.05400602224311,4.911653489517257,1.701383518960583,Iris-virginica
+19,5.1089477161730255,3.056321701700244,1.5100223820547056,0.2615309116500292,Iris-setosa
+20,5.1089477161730255,3.0546198483346445,1.5100223820547056,0.2615308603081716,Iris-setosa
+21,6.190780929682098,3.054148174394835,4.959227133893444,1.7031831487262465,Iris-versicolor
+22,6.184470060263693,3.0541789221326865,4.935581815299766,1.6986124574748436,Iris-versicolor
+23,5.1089477161730255,3.106967328637732,1.5100223820547103,0.2615315629604313,Iris-setosa
+24,6.2406070295056795,3.0541270897987136,5.052637173686685,1.7047356163085696,Iris-virginica
+25,5.1089477161730255,3.054049084957077,1.510022382054706,0.2615308888037762,Iris-setosa
+26,6.179375560711418,3.0540063481189157,4.899689988633723,1.6698355113694092,Iris-versicolor
+27,6.179823586967946,3.0541922683494964,4.9028456973585675,1.6790829679824248,Iris-versicolor
+28,6.182143463803574,3.0541351377338244,4.924402991084554,1.694370148859452,Iris-versicolor
+29,5.1089477161730255,3.0541150886378237,1.5100223820547056,0.2615308631073098,Iris-setosa
+30,5.108947788628022,3.0540816699498525,4.8994915732618445,1.6657325191052899,Iris-versicolor
+31,5.1089477161730255,3.054372268921662,1.5100223820547056,0.26153088086210635,Iris-setosa
+0,5.1089477161730255,3.0573608313663616,1.5100223820547056,0.26153091680901985,Iris-setosa
+1,5.108947716173026,3.121306176240654,1.5100223820547243,0.2615321501055908,Iris-setosa
+2,5.1089477161730255,3.0546023580043435,1.5100223820547056,0.261530855935071,Iris-setosa
+3,5.108947858184909,3.0557809821267163,4.8994917039899955,1.666232238929366,Iris-versicolor
+4,6.179366498139576,3.054009631575516,4.899491334788866,1.6655516304405025,Iris-versicolor
+5,5.1089477161730255,3.0568943923054075,1.5100223820547058,0.26153095853508923,Iris-setosa
+6,5.1089477161730255,3.065372499497176,1.5100223820547067,0.2615311352463234,Iris-setosa
+7,6.210626197263255,3.054162183454981,5.006463385073939,1.7049638061719825,Iris-virginica
+8,5.1089477161730255,3.056470105759019,1.5100223820547056,0.26153089003236474,Iris-setosa
+9,6.213624446973729,3.0541281433222967,5.006787237267032,1.7032755339732066,Iris-virginica
+10,6.179366558782481,3.054003217039497,4.8994920502754065,1.6658444120529385,Iris-versicolor
+11,6.186092266061466,3.054197773668333,4.9433457539006005,1.701208516846003,Iris-versicolor
+12,5.1089477161730255,3.055348059511837,1.5100223820547056,0.26153086516973584,Iris-setosa
+13,6.182354366756228,3.0543707673270015,4.921955470693686,1.6962831590360885,Iris-versicolor
+14,6.179745337218974,3.0540052729574296,4.910336786281295,1.6927144721829872,Iris-virginica
+15,5.1089477161730255,3.055056033737077,1.510022382054707,0.26153103113730203,Iris-setosa
+16,5.1089477161730255,3.054380911656192,1.5100223820547056,0.26153086866291453,Iris-setosa
+17,5.1089477161730255,3.054150071788758,1.5100223820547056,0.2615308429422893,Iris-setosa
+18,5.1089477161730255,3.055265317203695,1.5100223820547056,0.2615308768791308,Iris-setosa
+19,5.108947716175999,3.0541617531809724,1.5100223820595284,0.26153416349613345,Iris-setosa
+20,5.1089477161730255,3.0559186366050333,1.5100223820547067,0.2615310370549276,Iris-setosa
+21,6.184919482804724,3.0541302745055585,4.936946965355512,1.6978811308223725,Iris-versicolor
+22,5.1089477161730255,3.0545671664956413,1.5100223820547056,0.26153085028672496,Iris-setosa
+23,5.1089477161730255,3.055307203277904,1.5100223820547056,0.2615308749037575,Iris-setosa
diff --git a/iris/lct_gan/3/21/test.csv b/iris/lct_gan/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/train.csv b/iris/lct_gan/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/21/val.csv b/iris/lct_gan/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/synth.csv b/iris/lct_gan/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3fe13c44e78496c2409e497724789a98f79762d
--- /dev/null
+++ b/iris/lct_gan/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054827709041957,1.5100223820547056,0.2615308550331552,Iris-setosa
+1,5.1089477161730255,3.057255566094197,1.5100223820547058,0.2615309534201946,Iris-setosa
+2,6.179366509171228,3.0540174390049386,4.899491373239331,1.6656023741955348,Iris-versicolor
+3,6.179391355656508,3.054402213955114,4.8995712077196405,1.669313847612387,Iris-versicolor
+4,5.1089477161730255,3.055120683155222,1.5100223820547056,0.26153086130828657,Iris-setosa
+5,6.214946640468585,3.054115349481222,5.008606595213929,1.7024805856116056,Iris-virginica
+6,5.1089477161730255,3.057426381127524,1.5100223820547056,0.2615308996992509,Iris-setosa
+7,5.1089477161730255,3.0597620451879024,1.5100223820547056,0.2615309329959045,Iris-setosa
+8,5.1089477161730255,3.055315861985775,1.5100223820547056,0.26153086540995696,Iris-setosa
+9,6.1795175084384315,3.0547785503936957,4.89998820084596,1.6739641871261486,Iris-versicolor
+10,5.1089477161730255,3.0696680179222766,1.510022382054707,0.26153117261947156,Iris-setosa
+11,6.181470269440089,3.054306323776292,4.915570444365983,1.691032345188783,Iris-versicolor
+12,6.1804481424537805,3.0540903318712576,4.913138537205267,1.6877390750831793,Iris-versicolor
+13,6.2123000503947345,3.0541274881889278,5.003955444124455,1.703216848656175,Iris-virginica
+14,5.1089477161730255,3.0541635531249387,1.5100223820547056,0.2615308656979488,Iris-setosa
+15,5.1089477161730255,3.0577575713204492,1.5100223820547056,0.2615309056016764,Iris-setosa
+16,6.1793741131414,3.0540181543842158,4.8995731156605276,1.6680330632843805,Iris-versicolor
+17,5.1089477161730255,3.0555587149249286,1.5100223820547056,0.2615308691263848,Iris-setosa
+18,6.233152004723707,3.054130410605969,5.042073643937333,1.702589626695751,Iris-virginica
+19,6.179993405059412,3.0541876119571287,4.9040131247788565,1.680696145357191,Iris-versicolor
+20,6.20492951807254,3.054164253788618,4.994207272991936,1.7048595970750793,Iris-virginica
+21,5.1089477161730255,3.058399179017958,1.5100223820547056,0.2615309070738702,Iris-setosa
+22,5.108947716460603,3.153234971847378,1.5100223836741533,0.2617212663822063,Iris-setosa
+23,5.1089477161730255,3.055242744231796,1.5100223820547058,0.26153095472466376,Iris-setosa
+24,6.179911396210982,3.0542946707336136,4.902520492472235,1.6790858309593357,Iris-versicolor
+25,5.1089477161730255,3.0571104390103208,1.5100223820547056,0.26153092834599,Iris-setosa
+26,5.1089477161730255,3.0608078384790396,1.5100223820547056,0.26153093574015057,Iris-setosa
+27,6.194377999971094,3.054094115333125,4.966192920166726,1.7027777936101434,Iris-virginica
+28,5.1089477161730255,3.060868268117852,1.5100223820547056,0.2615309398559556,Iris-setosa
+29,5.1089477161730255,3.054589338800811,1.5100223820547056,0.26153084430117496,Iris-setosa
+30,6.183277967950528,3.0540798893122467,4.930402337640708,1.6961748977257116,Iris-versicolor
+31,6.240785228336619,3.0541144044254276,5.047822714494511,1.7007830018047347,Iris-virginica
+0,6.180011692357134,3.054257195288717,4.90354864447036,1.680335163936217,Iris-versicolor
+1,5.108947716174236,3.054071726520011,1.510022382057192,0.2615330259454376,Iris-versicolor
+2,5.108947716173026,3.0562526944528536,1.5100223820547114,0.2615312248489195,Iris-setosa
+3,5.1089477161731764,3.0950449614460553,1.51002238205604,0.2615373030422157,Iris-setosa
+4,6.180563135253956,3.0543412357389514,4.906967448244153,1.6846173601005814,Iris-versicolor
+5,5.1089477161730255,3.0821835747225,1.5100223820547083,0.2615313340100298,Iris-setosa
+6,5.1089477161730255,3.05595735839815,1.5100223820547056,0.26153087249941587,Iris-setosa
+7,6.297662179030347,3.0540995481493445,5.120692822281078,1.7045618409510477,Iris-virginica
+8,6.192974197546838,3.054153257916853,4.964216957784987,1.7036115707902242,Iris-virginica
+9,6.18692767835545,3.0541639902410713,4.945103093539685,1.7009121930260895,Iris-versicolor
+10,6.180555213998704,3.054348962433827,4.9071126605083615,1.6840889801749312,Iris-versicolor
+11,6.179658640607504,3.0540753773465505,4.902648864272321,1.6778775478511134,Iris-versicolor
+12,5.108947716173026,3.0635971164414872,1.5100223820547147,0.2615315073215702,Iris-setosa
+13,6.180172716935866,3.0540624528951152,4.910234503755744,1.6866953462629697,Iris-versicolor
+14,6.180494557201216,3.054566114770631,4.9052573942426445,1.685217725543123,Iris-versicolor
+15,5.108947716173074,3.055037743733538,1.5100223820548666,0.2615321131501134,Iris-setosa
+16,5.108947716522178,3.147431781748283,1.5100223838927649,0.2617296713518937,Iris-setosa
+17,6.187208333148036,3.0542085378260357,4.948646794947077,1.7025541225194047,Iris-versicolor
+18,5.108947716174454,3.054012105516644,4.899491293672077,1.665431252808465,Iris-versicolor
+19,6.217403508744839,3.0540696874916065,5.027271707678345,1.7112787958780165,Iris-virginica
+20,5.108947716173221,3.1239002975088326,1.5100223820574412,0.2615408165471196,Iris-setosa
+21,5.1089477161730255,3.0674004237383063,1.5100223820547065,0.2615311268952551,Iris-setosa
+22,5.1089477161730255,3.057754376451038,1.5100223820547056,0.2615308975379619,Iris-setosa
+23,6.2496231373983875,3.054118297518496,5.057687637006597,1.7012443668634347,Iris-virginica
+24,5.1089477161730255,3.0541797426341546,1.5100223820547056,0.26153086261207775,Iris-setosa
+25,5.1089477161730255,3.05617229506907,1.5100223820547056,0.26153087576199596,Iris-setosa
+26,5.108947716173031,3.49056874812387,1.5100223820550214,0.26153699872265784,Iris-setosa
+27,5.1089477161730255,3.0575005223827514,1.5100223820547056,0.26153089710955196,Iris-setosa
+28,5.1089477161730255,3.0590626058462966,1.5100223820547056,0.2615309289457195,Iris-setosa
+29,5.108947716184124,3.1690752132743225,1.5100223821607763,0.2615909761849395,Iris-setosa
+30,5.108947716173029,3.2671747596042127,1.5100223820548306,0.2615345125022711,Iris-setosa
+31,6.214761316473123,3.054136441284213,5.00987133720722,1.7043364504428367,Iris-virginica
+0,5.1089477161730255,3.054648567143771,1.5100223820547056,0.2615308854408975,Iris-setosa
+1,6.179372203768226,3.0540232009930377,4.899547078703436,1.6680473390171138,Iris-versicolor
+2,6.179369498116071,3.0540429668122147,4.8995062918578265,1.6671935006070837,Iris-versicolor
+3,6.180131275947174,3.054016953418521,4.915574182348689,1.6933209094204362,Iris-versicolor
+4,5.1089477161730255,3.078109147861299,1.5100223820547085,0.26153133562355896,Iris-setosa
+5,5.1089477161730255,3.0549047881844693,1.5100223820547056,0.2615308534086619,Iris-setosa
+6,5.1089477161730255,3.061881651072748,1.5100223820547058,0.261531007253589,Iris-setosa
+7,6.182509790159118,3.0543550685263634,4.924185834769243,1.6967052058785461,Iris-versicolor
+8,5.1089477161730255,3.0647603644498624,1.5100223820547072,0.2615311934431217,Iris-setosa
+9,6.181841608683522,3.0540251871239,4.92913052302769,1.7015263382782986,Iris-virginica
+10,5.108947716173969,3.0543356681366634,1.5100223820572898,0.2615342907287516,Iris-setosa
+11,5.108947716432156,3.0540154046883554,4.899491294849154,1.6654559877575743,Iris-versicolor
+12,6.179405204811057,3.0547015968745916,4.899586800729988,1.670138882517103,Iris-versicolor
+13,5.10894771617303,3.0542882427342373,1.5100223820547172,0.2615311861168144,Iris-setosa
+14,5.10894771617303,3.054360710134272,1.510022382054718,0.2615312053678867,Iris-setosa
+15,6.218818967994029,3.0541435454212724,5.0200570727495455,1.7037747718934235,Iris-virginica
+16,6.196763697474822,3.0541377730457855,4.970747399613098,1.7032759026528546,Iris-virginica
+17,5.1089477161730255,3.0975496360301857,1.510022382054709,0.26153143677116963,Iris-setosa
+18,6.194867221296803,3.0541525625356956,4.96834306535117,1.703802605575505,Iris-virginica
+19,6.212681724961208,3.0541480916227433,5.007427437547406,1.7042790538732462,Iris-virginica
+20,5.1089477161730255,3.0542644040951803,1.5100223820547056,0.26153085433580475,Iris-setosa
+21,5.1089477161730255,3.0624390394689143,1.5100223820547058,0.2615309650305671,Iris-setosa
+22,6.208317925617777,3.054154596130649,5.0012951197996465,1.7046422881552536,Iris-virginica
+23,5.1089477161730255,3.05639345123067,1.5100223820547056,0.2615308838310658,Iris-setosa
+24,5.108947716173026,3.0596593787154087,1.5100223820547134,0.2615313781245685,Iris-setosa
+25,6.189432293600153,3.0541385132529166,4.951546759764231,1.7015768473900441,Iris-versicolor
+26,6.221343543459898,3.0541451257632457,5.024338490292319,1.7034094201504302,Iris-virginica
+27,5.1089477161730255,3.0578506306459476,1.5100223820547056,0.26153089886696873,Iris-setosa
+28,5.1089477161730255,3.0701714436942065,1.5100223820547067,0.2615311590750701,Iris-setosa
+29,6.2134222791451075,3.054131307829783,5.007526754387808,1.703419387551527,Iris-virginica
+30,5.1089477161730255,3.055429849557316,1.5100223820547056,0.2615308635114441,Iris-setosa
+31,5.1089477161730255,3.1814700251006394,1.5100223820547163,0.26153194172342403,Iris-setosa
+0,5.1089477161730255,3.0544538940769836,1.5100223820547056,0.26153084537610516,Iris-setosa
+1,5.108948003113831,3.0542605786687056,4.899492369778289,1.6662229467442444,Iris-versicolor
+2,5.108947716174154,3.0540204121970804,4.89949129366932,1.6654311143373348,Iris-versicolor
+3,6.199197638338108,3.0540970193053596,4.98170677094395,1.7033291784932845,Iris-virginica
+4,5.1089477161730255,3.0552170024509286,1.5100223820547056,0.2615308765494927,Iris-setosa
+5,5.1089477161730255,3.0718090070544077,1.510022382054706,0.2615310673942611,Iris-setosa
+6,6.17955773850428,3.0540486344365445,4.902100277398727,1.677525780158682,Iris-versicolor
+7,5.1089477161748915,3.064143427841441,1.5100223820632122,0.26154191719110575,Iris-setosa
+8,6.17993391289865,3.0548238163262114,4.901669218110644,1.680843754247676,Iris-versicolor
+9,6.211781717682545,3.054105582336692,5.001368153509446,1.7024615806651604,Iris-virginica
+10,5.1089477161730255,3.065351787985472,1.5100223820547058,0.26153100715956296,Iris-setosa
+11,5.1089477161730255,3.070497505513985,1.5100223820547063,0.2615310874579318,Iris-setosa
+12,5.108947716173035,3.0877925128976,1.5100223820548173,0.2615331791163043,Iris-setosa
+13,6.196714890795014,3.054174226888626,4.976099709335814,1.705147372747407,Iris-virginica
+14,6.18039435356194,3.054203648386398,4.907522780996199,1.68438938720351,Iris-versicolor
+15,5.1089477161730255,3.0546883963044644,1.5100223820547056,0.26153084561452594,Iris-setosa
+16,5.1089477161730255,3.0551468241941464,1.5100223820547056,0.2615308607164591,Iris-setosa
+17,6.230363246005079,3.054105878673609,5.032592631478509,1.7002251438205211,Iris-virginica
+18,6.21580961920144,3.0541327992870317,5.011021779162175,1.7033722357084324,Iris-virginica
+19,5.108947716173026,3.0541144530749413,1.5100223820547087,0.261530996977197,Iris-setosa
+20,5.10894771618143,3.054100866471929,4.899491293692124,1.6654372405797344,Iris-versicolor
+21,5.108947716173038,3.0540850494245477,1.510022382054733,0.26153121856849826,Iris-setosa
+22,5.108947716173027,3.054097841290965,1.5100223820547107,0.26153102478559787,Iris-setosa
+23,5.108949612894236,3.0545896683798848,4.899497046314202,1.6671000137053684,Iris-versicolor
diff --git a/iris/lct_gan/3/22/test.csv b/iris/lct_gan/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/train.csv b/iris/lct_gan/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/22/val.csv b/iris/lct_gan/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/synth.csv b/iris/lct_gan/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2e7d9d775b5c3731ca0fdb5d4b0e89d8b76c99d
--- /dev/null
+++ b/iris/lct_gan/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.205349200023472,3.054061198805485,5.000508633229919,1.7089163260589166,Iris-virginica
+1,5.1089477161730255,3.059550663805335,1.5100223820547056,0.2615309187051399,Iris-setosa
+2,6.180408737400675,3.0545051481760175,4.904943577618558,1.6838566744763357,Iris-versicolor
+3,5.10894781041298,3.075871615555141,1.5100226025591186,0.26232399701728554,Iris-setosa
+4,5.1089477161730255,3.0566977158546633,1.5100223820547056,0.26153089468952606,Iris-setosa
+5,6.179368024173438,3.054002943440615,4.899528724535736,1.667499281223095,Iris-versicolor
+6,6.179366610505194,3.054008111736502,4.899492227373351,1.665860865503757,Iris-versicolor
+7,5.1089477161730255,3.056393437546422,1.5100223820547058,0.2615309581645568,Iris-setosa
+8,5.1089477161730255,3.055594028635977,1.5100223820547056,0.26153086647579454,Iris-setosa
+9,5.1089477161730255,3.0575110125662155,1.5100223820547058,0.2615309606804376,Iris-setosa
+10,6.195633643592686,3.054178042240576,4.973069163697426,1.7060021189902865,Iris-virginica
+11,6.24124860664877,3.054115792521326,5.0483607588811195,1.7008851489057317,Iris-virginica
+12,5.1089477161730255,3.054468105973404,1.510022382054706,0.261530934903305,Iris-setosa
+13,5.1089477161730255,3.055306263693293,1.510022382054707,0.261531033036282,Iris-setosa
+14,6.194645900579747,3.0541560854371568,4.968486831511655,1.7039522993004583,Iris-virginica
+15,6.179912851876169,3.054114678575751,4.9049490649959315,1.6818188646076,Iris-versicolor
+16,6.182383332432398,3.0540541019004497,4.92652677028056,1.69448079843091,Iris-versicolor
+17,6.180721511033604,3.0540143055071156,4.921022835409879,1.700427790383381,Iris-virginica
+18,6.179670159848614,3.0542641926685192,4.901065752089277,1.6765968151137878,Iris-versicolor
+19,6.225553152012068,3.0541171697503215,5.032160057299066,1.7048542332756018,Iris-virginica
+20,6.221275546244017,3.054135773774649,5.024889391713549,1.703955398819621,Iris-virginica
+21,6.179399515455748,3.0552525639877315,4.899556790792229,1.670044472794732,Iris-versicolor
+22,5.108947716177321,3.05466849362237,1.510022382064746,0.2615367332922418,Iris-setosa
+23,5.1089477161730255,3.056634938562377,1.5100223820547056,0.26153088405915764,Iris-setosa
+24,6.180158358282706,3.054251111332464,4.905105062458048,1.6819704784031084,Iris-versicolor
+25,5.1089477161730255,3.055178637454453,1.5100223820547056,0.26153085655401137,Iris-setosa
+26,6.2070375377359825,3.0541382290280685,4.994975543344808,1.7039519665099798,Iris-virginica
+27,5.108947784042576,3.055353341329676,4.899491488435813,1.6660332746768376,Iris-versicolor
+28,6.255149699451623,3.0541192435804856,5.065507728205869,1.701219567447481,Iris-virginica
+29,5.1089477161730255,3.054158038134056,1.510022382054706,0.2615309223027989,Iris-setosa
+30,6.235832706348419,3.054117239265798,5.04238450152053,1.7008386430676836,Iris-virginica
+31,6.227485560771256,3.0541301257522493,5.031007901906618,1.7026174310139666,Iris-virginica
+0,5.1089477161730255,3.054461092293248,1.5100223820547056,0.26153085811223237,Iris-setosa
+1,6.207391375358317,3.0541551828050464,4.998125929552989,1.7046713290184827,Iris-virginica
+2,5.108947731024233,3.055831238935873,1.510022403878131,0.26169179718326874,Iris-setosa
+3,5.1089477161730255,3.0578666979653946,1.5100223820547056,0.26153092477354667,Iris-setosa
+4,5.108947732519234,3.0578180416095275,1.5100224179088482,0.26177451696097087,Iris-setosa
+5,5.1089477161730255,3.057565607080724,1.5100223820547056,0.26153091479594837,Iris-setosa
+6,6.17945411788412,3.0540061242873673,4.902775653956765,1.6805486359775843,Iris-versicolor
+7,6.180067881503914,3.0542183588900245,4.904443734993107,1.681222645995433,Iris-versicolor
+8,5.1089477161730255,3.0571631911823336,1.5100223820547058,0.2615309443951172,Iris-setosa
+9,6.198988000938772,3.0541513120495,4.978793151780932,1.7042919707115254,Iris-virginica
+10,6.1795328264528155,3.0550957662527694,4.899965949315748,1.6745680476843778,Iris-versicolor
+11,6.190762796068667,3.054095053018543,4.956130933582637,1.7026178127442213,Iris-virginica
+12,5.1089477161730255,3.0556328690594485,1.5100223820547056,0.261530877103491,Iris-setosa
+13,5.1089477161730255,3.054797070061175,1.5100223820547056,0.2615308504813801,Iris-setosa
+14,6.17946993090615,3.0540049637624453,4.904544994302564,1.682159281534592,Iris-versicolor
+15,6.180226848142362,3.054471685913527,4.903831387452132,1.682419513900844,Iris-versicolor
+16,5.1089477161730255,3.0579476829544934,1.5100223820547056,0.2615309322998018,Iris-setosa
+17,6.182537514160336,3.0541774611882917,4.927066243573983,1.6953911957246937,Iris-versicolor
+18,5.1089477161730255,3.055654138003016,1.5100223820547056,0.26153088700199556,Iris-setosa
+19,6.215683047834619,3.05410817272206,5.009189489139598,1.7019695662559187,Iris-virginica
+20,5.1089477161730255,3.0600634170021332,1.5100223820547056,0.2615309306138161,Iris-setosa
+21,5.1089477161730255,3.0562299854434314,1.5100223820547056,0.26153087782148227,Iris-setosa
+22,5.1089477161730255,3.1023543622244403,1.510022382054709,0.26153144265028233,Iris-setosa
+23,5.1089477161730255,3.0578563687730824,1.5100223820547056,0.2615309003211709,Iris-setosa
+24,5.108947716198217,3.0548714169322895,1.5100223821070544,0.2615420229633583,Iris-setosa
+25,5.108947716173042,3.057214102018045,1.5100223820547778,0.26153208537108713,Iris-setosa
+26,5.1089477161730255,3.0543605076375884,1.5100223820547056,0.2615308626260415,Iris-setosa
+27,6.179366536067727,3.054003303858378,4.899491765963334,1.665724738522018,Iris-versicolor
+28,6.184449812107797,3.054024633094232,4.9454950142259,1.7141775379773503,Iris-virginica
+29,6.209790324831445,3.0541061569996404,4.99803284112041,1.7027373824055647,Iris-virginica
+30,6.180224077729199,3.0546362795947144,4.903515579894972,1.68276040391234,Iris-versicolor
+31,6.179382600831736,3.0540102991377482,4.899783651379556,1.6699545545203263,Iris-versicolor
+0,5.1089477161730255,3.0546741014472913,1.5100223820547056,0.26153085406284493,Iris-setosa
+1,6.215838468448796,3.0541333214266166,5.012210567097822,1.7048354273509134,Iris-virginica
+2,5.1089477161730255,3.054336435234348,1.5100223820547056,0.26153085024840295,Iris-setosa
+3,6.208366705804801,3.054117536143544,4.996413154922286,1.7034231428636917,Iris-virginica
+4,6.179975536025233,3.054121777933386,4.905107237476217,1.6818480033503815,Iris-versicolor
+5,5.1089477161730255,3.0654083747654863,1.5100223820547085,0.2615312866320167,Iris-setosa
+6,6.187484265253296,3.054107500898436,4.943963892109892,1.699638290650203,Iris-versicolor
+7,5.1089477161730255,3.0566177463172557,1.5100223820547056,0.2615308834124322,Iris-setosa
+8,6.210224544348975,3.0541159927792263,4.998838000406763,1.7030191939504928,Iris-virginica
+9,6.2393741166927095,3.0541315908723523,5.052738641704085,1.7027169386296976,Iris-virginica
+10,5.108947716367794,3.054014406159601,4.899491294519529,1.6654560195875459,Iris-versicolor
+11,5.108948249219745,3.05450054579115,4.899493156042514,1.6664789342986115,Iris-versicolor
+12,5.108947716173209,3.0542209622175713,1.5100223820551544,0.2615320615934782,Iris-setosa
+13,5.108947716173611,3.064670648910591,1.5100223820575216,0.2615379718558217,Iris-setosa
+14,6.17941929258585,3.054755640447192,4.89963304298663,1.6708644518127294,Iris-versicolor
+15,5.1089477161730255,3.057662627191039,1.5100223820547056,0.2615308974546864,Iris-setosa
+16,5.108947724965767,3.088987572757609,1.5100224098252397,0.26194228036875183,Iris-setosa
+17,5.1089477161730255,3.0593607996951873,1.5100223820547056,0.26153091883659635,Iris-setosa
+18,5.108947716173026,3.054208921940863,1.5100223820547074,0.2615309858036606,Iris-setosa
+19,5.1089477161730255,3.0545498752409617,1.5100223820547058,0.26153091456840344,Iris-setosa
+20,6.186535084578921,3.0541504382951774,4.941768262664105,1.6996845420014146,Iris-versicolor
+21,5.1089477161730255,3.0550490576886027,1.5100223820547056,0.2615308950146805,Iris-setosa
+22,6.179373902079453,3.054089332241978,4.899524420755787,1.667909219141413,Iris-versicolor
+23,6.180221403352378,3.054354761611825,4.904412458114592,1.6824142039351206,Iris-versicolor
+24,5.1089477312714315,3.0821179579487707,1.5100224262034398,0.26198437256373003,Iris-setosa
+25,5.108947716236605,3.0540060747157702,4.8994912940281985,1.665441232961464,Iris-versicolor
+26,5.1089477161730255,3.0545551019193304,1.5100223820547056,0.2615308423499177,Iris-setosa
+27,6.195515544339299,3.054166764131198,4.972169027445199,1.705570039493697,Iris-virginica
+28,6.226535602045647,3.0541230112513844,5.02963839008937,1.7019757783448513,Iris-virginica
+29,5.108948578548641,3.0547185203147986,4.899494167240504,1.6669129113330674,Iris-versicolor
+30,6.21495448791006,3.054145561244312,5.012468445693997,1.704318456918434,Iris-virginica
+31,5.1089477161730255,3.056377888014768,1.5100223820547056,0.26153088602260677,Iris-setosa
+0,6.181811605257117,3.054025060282053,4.92309314003521,1.6966802139661392,Iris-virginica
+1,5.108947716206327,3.054016920918432,4.899491293832359,1.6654408884776928,Iris-versicolor
+2,5.108947716257695,3.0545976962539885,1.5100223821988406,0.26154936454872013,Iris-setosa
+3,5.108947716183079,3.054008361889868,4.899491293711608,1.6654361764757433,Iris-versicolor
+4,6.184085413276579,3.0540266547925055,4.9447998338636205,1.7121424491601742,Iris-virginica
+5,6.179408905407433,3.0545008666163302,4.899632237333421,1.6706738762456823,Iris-versicolor
+6,5.10894771626676,3.120493969439201,1.5100223825295966,0.26162803204991797,Iris-setosa
+7,6.179373511634969,3.054003119162104,4.899738930744031,1.670279216509848,Iris-versicolor
+8,5.1089477161730255,3.0550684690961347,1.5100223820547056,0.2615308655001659,Iris-setosa
+9,5.1089477161730255,3.058305611765375,1.5100223820547058,0.26153095056623255,Iris-setosa
+10,5.108947716173079,3.060924420221756,1.5100223820549794,0.2615333566333117,Iris-setosa
+11,5.1089477161730255,3.056010047783613,1.5100223820547058,0.2615309229814227,Iris-setosa
+12,5.108947716173546,3.0540145823411486,4.899491293666846,1.6654300745188313,Iris-versicolor
+13,6.225675091324771,3.0541237332715463,5.02825929803037,1.7018198072779303,Iris-virginica
+14,5.1089477161730255,3.0567400374099383,1.5100223820547056,0.2615308846474415,Iris-setosa
+15,6.179375257225657,3.0540313775937236,4.899567127875081,1.6683144967695371,Iris-versicolor
+16,5.1089477161730255,3.0543711114958985,1.5100223820547056,0.26153085559955624,Iris-setosa
+17,6.214724979528411,3.054114841302589,5.007449612180076,1.7026038681706408,Iris-virginica
+18,5.1089477288748935,3.0541586575475135,4.899491339271932,1.6656437309318843,Iris-versicolor
+19,5.108947716173169,3.054039564317671,1.510022382055054,0.2615316632847784,Iris-setosa
+20,5.1089477161730255,3.0652517939661017,1.5100223820547058,0.26153102100935544,Iris-setosa
+21,6.196843881371316,3.054161007879981,4.974790718131927,1.7047742591558996,Iris-virginica
+22,5.108947716173027,3.0702384771900735,1.5100223820547205,0.26153171235307293,Iris-setosa
+23,6.182636163875827,3.0542663799848677,4.928445814019728,1.6969203190337439,Iris-versicolor
diff --git a/iris/lct_gan/3/23/test.csv b/iris/lct_gan/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/train.csv b/iris/lct_gan/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/23/val.csv b/iris/lct_gan/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/synth.csv b/iris/lct_gan/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..811936c67c24a67d5ecfb2b5fc57be8fe43b392e
--- /dev/null
+++ b/iris/lct_gan/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.22109549849563,3.054106402272176,5.017902756532957,1.7011926995103177,Iris-virginica
+1,6.179382178977453,3.054400745162401,4.899532442063526,1.6684183751151191,Iris-versicolor
+2,5.1089477161730255,3.0578095605956404,1.5100223820547056,0.26153090151090475,Iris-setosa
+3,5.1089477161730255,3.0546727334249772,1.5100223820547056,0.26153089250586997,Iris-setosa
+4,6.185356273516653,3.054189677385567,4.940113497898028,1.6998470090079703,Iris-versicolor
+5,6.200592586595098,3.0541572438313827,4.985072787632594,1.704225063512083,Iris-virginica
+6,6.223509147280774,3.054135906026365,5.024688594348905,1.703052375118793,Iris-virginica
+7,6.213247058660826,3.0541150268700465,5.0111276495883175,1.7033354460472967,Iris-virginica
+8,5.108954971227631,3.055794048772329,4.899515668803837,1.6691705025999082,Iris-versicolor
+9,5.1089477161730255,3.065464264453812,1.5100223820547058,0.26153097931924657,Iris-setosa
+10,5.1089477161730255,3.0617372476441,1.5100223820547074,0.26153117829015904,Iris-setosa
+11,5.1089477161730255,3.0575228683571263,1.5100223820547056,0.26153090608806645,Iris-setosa
+12,5.1089477161730255,3.0732260849823967,1.5100223820547076,0.26153124906325054,Iris-setosa
+13,6.192286145088927,3.0541290645690093,4.962043037091968,1.702947144811892,Iris-virginica
+14,5.108947722092891,3.0568799968790743,1.5100223923824123,0.2616640389621809,Iris-setosa
+15,5.108950443551532,3.057204893726629,4.899499053832353,1.668406780262546,Iris-versicolor
+16,6.18054213780544,3.0543049081106592,4.907395853736483,1.6840681171483143,Iris-versicolor
+17,6.179366491831497,3.0540076613936256,4.899491308530607,1.665504409680262,Iris-versicolor
+18,5.108947716305548,3.05400679108552,4.899491294386674,1.665449067885093,Iris-versicolor
+19,6.263654898189072,3.0541265258140067,5.077142894292323,1.7022194331775602,Iris-virginica
+20,6.200661343735572,3.054132922810009,4.981296308862963,1.7035542786254896,Iris-virginica
+21,5.108947716174303,3.0552431095810917,1.5100223820579537,0.2615355445749617,Iris-setosa
+22,6.179402254667449,3.0540082152173382,4.900479832386986,1.6737324148711141,Iris-versicolor
+23,5.1089477161730255,3.0632981397731203,1.5100223820547065,0.26153111234436915,Iris-setosa
+24,5.1089477161730255,3.0541477230787795,1.5100223820547058,0.2615308828978754,Iris-setosa
+25,6.179371548781257,3.0540083114449255,4.899579985398252,1.6686354417830522,Iris-versicolor
+26,6.1875331716296325,3.054153798884856,4.946983403586028,1.7015946973577698,Iris-versicolor
+27,6.215791855092628,3.0541255220970616,5.010144286549232,1.7030521141066528,Iris-virginica
+28,5.1089477161730255,3.0581557551639316,1.5100223820547063,0.2615310503316989,Iris-setosa
+29,5.1089477161730255,3.0552438479267625,1.5100223820547056,0.2615308715400185,Iris-setosa
+30,5.1089477161730255,3.0592536681330933,1.5100223820547056,0.26153091575716314,Iris-setosa
+31,5.1089477161730255,3.0543242587440314,1.5100223820547056,0.26153083861657495,Iris-setosa
+0,5.108947716174334,3.054142539176263,1.5100223820573004,0.26153345491027896,Iris-setosa
+1,5.1089477161730255,3.0541798851239013,1.5100223820547058,0.26153088537392727,Iris-setosa
+2,6.179368936621492,3.054001984681903,4.899574411901981,1.668814571356012,Iris-versicolor
+3,5.1089477161730255,3.05653989502093,1.5100223820547056,0.2615308813514874,Iris-setosa
+4,5.108948523838298,3.054718094090724,4.899494174308619,1.6668388269115217,Iris-versicolor
+5,5.108947716173026,3.0543232625358137,1.5100223820547087,0.26153104107621655,Iris-setosa
+6,6.200978384275367,3.054119870515248,4.984552971969684,1.7040443550195916,Iris-virginica
+7,6.187517308029479,3.0541707322863907,4.947151698792381,1.7017980910678807,Iris-versicolor
+8,6.21394904214002,3.054118973253702,5.007635276264669,1.7027369484728818,Iris-virginica
+9,5.108949035936253,3.0555764597721793,4.899495636197041,1.6674545818745379,Iris-versicolor
+10,5.108947793209816,3.056668037940749,4.899491504857413,1.6660851395733223,Iris-setosa
+11,5.1089477161730255,3.055120713139824,1.5100223820547056,0.2615308581771288,Iris-setosa
+12,5.1089477161730255,3.054464949238772,1.5100223820547056,0.2615308709419526,Iris-setosa
+13,5.1089477161730255,3.054787322751258,1.5100223820547056,0.261530849707209,Iris-setosa
+14,5.1089477161730255,3.0568194949954823,1.5100223820547056,0.26153088768919364,Iris-setosa
+15,5.1089477161730255,3.0546557081075565,1.5100223820547056,0.2615308467246191,Iris-setosa
+16,5.1089477161730255,3.0567418837772125,1.5100223820547056,0.2615309085378031,Iris-setosa
+17,5.108947716173846,3.0540405949188814,4.899491293667858,1.6654311879899455,Iris-versicolor
+18,5.1089477161730255,3.1017200313270017,1.5100223820547067,0.2615312708274347,Iris-setosa
+19,6.249068311573494,3.054124292753532,5.067902013219433,1.7022522880806852,Iris-virginica
+20,5.1089477161730255,3.054157828505968,1.5100223820547063,0.2615309236586907,Iris-setosa
+21,6.187309511181448,3.054153427121069,4.946535705506666,1.7012213521179884,Iris-versicolor
+22,5.108947716173032,3.054380576568202,1.5100223820547238,0.2615312953638153,Iris-setosa
+23,5.1089477161730255,3.0675740816741386,1.5100223820547058,0.26153099910870126,Iris-setosa
+24,6.180017345254908,3.0543170523524354,4.903228436458652,1.6807384896829316,Iris-versicolor
+25,5.1089477161804275,3.0540084050556207,4.8994912937049415,1.6654337618195225,Iris-versicolor
+26,6.179692624792564,3.05413322304593,4.901940677379562,1.6772066283801352,Iris-versicolor
+27,5.10894795094131,3.0550738836310543,4.899491911963684,1.6663407162374846,Iris-versicolor
+28,6.17936664594194,3.054005282046984,4.899492678173324,1.6659802128969499,Iris-versicolor
+29,5.108948394513423,3.0647487143251486,1.5100235768804433,0.26266646570709473,Iris-setosa
+30,5.1089477161730255,3.054595007601131,1.5100223820547072,0.2615310172139705,Iris-setosa
+31,5.108947716173154,3.2382438124369903,1.510022382057372,0.2615428620925692,Iris-setosa
+0,5.1089477161730255,3.055381031002863,1.5100223820547056,0.2615308907872167,Iris-setosa
+1,6.210091274490888,3.0541174299396934,4.999365007504408,1.703124434045349,Iris-virginica
+2,5.1089477161730255,3.0553022137596257,1.5100223820547056,0.26153087881561526,Iris-setosa
+3,6.179366489251362,3.0540015302089123,4.8994912976441904,1.6654725014304443,Iris-versicolor
+4,6.194814529938255,3.0541584632513166,4.970087307198905,1.7053058071163993,Iris-versicolor
+5,5.1089477161730255,3.0547777582166082,1.5100223820547058,0.2615309296145556,Iris-setosa
+6,5.1089477161730255,3.055642684790605,1.5100223820547056,0.2615308829093837,Iris-setosa
+7,6.179366895157242,3.0540041875531965,4.899496710198902,1.666382749795646,Iris-versicolor
+8,5.108947716173501,3.0540280290941033,4.899491293666473,1.6654302958187803,Iris-versicolor
+9,5.1089477161730255,3.056975873750971,1.5100223820547056,0.26153088836851823,Iris-setosa
+10,6.179392810477454,3.055241571713112,4.8995449670805495,1.6697721262025311,Iris-versicolor
+11,5.108949137333429,3.0552829491559,4.899495337483951,1.6672507503573453,Iris-versicolor
+12,6.27251445324968,3.054115872815663,5.092833466761383,1.7036817569546756,Iris-virginica
+13,6.196630596333938,3.0541464147363886,4.972786671634192,1.7037855875839756,Iris-virginica
+14,6.209753887493025,3.054129902955588,5.000505456491792,1.703774935026011,Iris-virginica
+15,5.1089477161752646,3.0581181955256933,1.5100223820644683,0.26153935449740595,Iris-setosa
+16,5.10894771617315,3.0541032667745407,1.5100223820549914,0.26153180559483763,Iris-setosa
+17,6.2306253070464095,3.0541291280850498,5.037982267874209,1.7018792625807753,Iris-virginica
+18,5.1089477161730255,3.05482500881786,1.5100223820547058,0.26153090439383125,Iris-setosa
+19,5.1089477161730255,3.0723903863520445,1.5100223820547063,0.2615311129656111,Iris-setosa
+20,5.1089477161730255,3.0543365186227334,1.5100223820547056,0.2615308838563954,Iris-setosa
+21,6.179456020685842,3.0540506891332875,4.900493684790434,1.6739523388063176,Iris-versicolor
+22,5.1089477161730255,3.0550754655703614,1.5100223820547056,0.2615308556453957,Iris-setosa
+23,6.184433295251366,3.0542204682765934,4.936302500241668,1.698331304985569,Iris-versicolor
+24,5.1089477161730255,3.0607007946571234,1.5100223820547058,0.2615309593427425,Iris-setosa
+25,6.185027809706729,3.054269913489105,4.941912419663435,1.7029349588076048,Iris-versicolor
+26,5.1089477161730255,3.057205577134069,1.5100223820547058,0.261530946818738,Iris-setosa
+27,6.179398438826919,3.0540056631337933,4.900616180523916,1.6735190904647386,Iris-versicolor
+28,5.1089477161730255,3.0753878773911882,1.510022382054706,0.2615310700398891,Iris-setosa
+29,5.1089477161730255,3.1306806845815895,1.5100223820547078,0.261531409406168,Iris-setosa
+30,5.108947716178932,3.0544932202409467,1.5100223820674064,0.2615376045155595,Iris-setosa
+31,5.1089477161730255,3.055178765543038,1.5100223820547056,0.2615308593479538,Iris-setosa
+0,5.1089477161730255,3.055229467190872,1.5100223820547056,0.2615308597222577,Iris-setosa
+1,5.1089477161730255,3.0545100397412415,1.5100223820547058,0.2615308942731656,Iris-setosa
+2,5.108947716173053,3.055840461112776,1.510022382054805,0.26153202428741984,Iris-setosa
+3,5.108947719050795,3.054054314521967,4.899491306627313,1.665525570678746,Iris-versicolor
+4,6.202791168354556,3.0541166909399964,4.9851541133793145,1.7032293576629853,Iris-virginica
+5,6.24648337439095,3.054122246820116,5.057365423209941,1.702303815139777,Iris-virginica
+6,6.206932213581884,3.054140992365728,4.995023325738556,1.7041341366704552,Iris-virginica
+7,5.1089477161730255,3.0548393311441484,1.5100223820547056,0.26153085148736893,Iris-setosa
+8,5.108947716177466,3.1661254689910368,1.5100223820946186,0.26157101382187753,Iris-setosa
+9,6.188840485243233,3.054168308212429,4.951855541211487,1.7027941460207157,Iris-versicolor
+10,5.1089477161730255,3.0544349505499873,1.5100223820547056,0.2615308389966928,Iris-setosa
+11,5.1089477161730255,3.056711089590898,1.5100223820547056,0.2615308868285908,Iris-setosa
+12,6.227692728764257,3.0541190642891674,5.032492276570137,1.7011197172533161,Iris-virginica
+13,5.1089477161730255,3.0665520003673006,1.5100223820547058,0.26153102328708316,Iris-setosa
+14,5.1089477161730255,3.0555144229385727,1.5100223820547056,0.2615308646224716,Iris-setosa
+15,5.1089477161730255,3.056250228470883,1.5100223820547056,0.26153089426170295,Iris-setosa
+16,6.198273550513198,3.0541649398498967,4.978743105648598,1.7054255594862406,Iris-virginica
+17,6.18037582290534,3.0541075576100853,4.9109741639235365,1.6865621974450418,Iris-versicolor
+18,5.108951393119247,3.060721265487055,4.899502141203499,1.6693190189154112,Iris-versicolor
+19,6.17936649209821,3.0540049596500176,4.899491311102415,1.66550262534749,Iris-versicolor
+20,5.108947716408847,3.0827991404912627,1.5100223828767114,0.2616207526437205,Iris-setosa
+21,6.1807416383161735,3.0544588110989337,4.907479758237898,1.6866564521914549,Iris-versicolor
+22,5.1089477161730255,3.055279579107992,1.5100223820547056,0.26153089481272734,Iris-setosa
+23,6.180520664358287,3.0540253846194814,4.9183215152170146,1.69446154226028,Iris-versicolor
diff --git a/iris/lct_gan/3/24/test.csv b/iris/lct_gan/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/train.csv b/iris/lct_gan/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/24/val.csv b/iris/lct_gan/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/synth.csv b/iris/lct_gan/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41701256d92f1d69e8db58ef8e2fd637876f9d20
--- /dev/null
+++ b/iris/lct_gan/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183216653887985,3.054133397469781,4.929694125148005,1.6963360922980848,Iris-versicolor
+1,6.180690047453927,3.0541686946415036,4.911289265234905,1.686684249984367,Iris-versicolor
+2,5.1089477161730255,3.055084347653456,1.5100223820547056,0.2615308566445621,Iris-setosa
+3,5.1089477161730255,3.056984919240085,1.5100223820547056,0.261530891924474,Iris-setosa
+4,5.108948290939926,3.0561456383553622,4.899492856159101,1.666892325020102,Iris-versicolor
+5,5.1089477161730255,3.0575137071556218,1.5100223820547056,0.2615309019644107,Iris-setosa
+6,5.1089477161730255,3.054416294190958,1.5100223820547056,0.26153087836593214,Iris-setosa
+7,6.225291537164995,3.054124112015809,5.027608116741827,1.701939383464577,Iris-virginica
+8,5.1089477161730255,3.059343116024574,1.5100223820547058,0.261530955886886,Iris-setosa
+9,6.190015936602189,3.0541350385481816,4.954425537989314,1.7020299285759501,Iris-versicolor
+10,5.1089477161730255,3.05409489487618,1.5100223820547056,0.2615308638645831,Iris-setosa
+11,6.179372818621814,3.0540077953825997,4.8996080279692995,1.6686388624694968,Iris-versicolor
+12,5.1089477161730255,3.054696495014675,1.5100223820547056,0.26153084499223284,Iris-setosa
+13,5.1089477161730255,3.073675750978941,1.5100223820547058,0.2615310491365242,Iris-setosa
+14,6.1793863099222515,3.0540445698564556,4.899653602905255,1.6696178745530827,Iris-versicolor
+15,5.1089477161730255,3.061484995437776,1.5100223820547058,0.2615309659278596,Iris-setosa
+16,5.1089477161730255,3.062172398678381,1.510022382054706,0.26153102783811766,Iris-setosa
+17,6.221142973564454,3.0541055733815594,5.027861492874516,1.7065375462437171,Iris-virginica
+18,5.1089477161730255,3.0541541368656557,1.5100223820547063,0.26153093698021895,Iris-setosa
+19,5.1089477161730255,3.054453168962773,1.5100223820547056,0.26153084445947644,Iris-setosa
+20,5.1089477161730485,3.0543160493524035,1.5100223820547685,0.2615315377099905,Iris-setosa
+21,5.1089477161730255,3.0544594812749137,1.5100223820547058,0.26153090983698524,Iris-setosa
+22,5.1089477161730255,3.0557318079830567,1.5100223820547056,0.26153087003536224,Iris-setosa
+23,5.1089477161730255,3.054192211537228,1.5100223820547067,0.26153095868048093,Iris-setosa
+24,5.108947716175454,3.0585513530870347,1.5100223820642489,0.26153903802291756,Iris-setosa
+25,6.204930736740602,3.0541334860274922,4.990957619970726,1.7041828708996487,Iris-virginica
+26,5.1089477161730255,3.06095641238348,1.5100223820547056,0.2615309537071724,Iris-setosa
+27,5.108947716785546,3.054272926212121,4.899491295698909,1.665495272477471,Iris-versicolor
+28,5.108947716182062,3.1094735261981605,1.510022382114886,0.26157117679479003,Iris-setosa
+29,6.182908875016302,3.0542861248704782,4.9294450670028676,1.6984431584755229,Iris-versicolor
+30,5.1089477161730255,3.0541003194982013,1.5100223820547056,0.26153085499910894,Iris-setosa
+31,6.184392282330287,3.0541524915612372,4.935051300032654,1.6984650312928566,Iris-versicolor
+0,5.1089477161730255,3.0595283938992797,1.5100223820547072,0.2615311481200998,Iris-setosa
+1,5.108947716173026,3.0541738542947283,1.5100223820547096,0.2615310239890882,Iris-setosa
+2,5.1089477161730255,3.0696559612949037,1.510022382054707,0.26153118195562575,Iris-setosa
+3,6.212617676564491,3.0541466826357277,5.008572051313515,1.7040745834880577,Iris-virginica
+4,5.108947716173035,3.0544993008767576,1.5100223820547367,0.2615313882017647,Iris-setosa
+5,5.1089477161730255,3.0549362185876925,1.510022382054706,0.2615309677392628,Iris-setosa
+6,5.108947716268669,3.056460350097686,1.5100223823280996,0.26156521929490273,Iris-setosa
+7,5.108947716173026,3.05420710467777,1.5100223820547087,0.2615310224554562,Iris-setosa
+8,6.179477297141935,3.055474663658101,4.899768145923216,1.6734159360200136,Iris-versicolor
+9,5.1089477161730255,3.0590288117911038,1.5100223820547056,0.2615309289883799,Iris-setosa
+10,6.179367579464942,3.0540057830631615,4.899506546405364,1.6668345325481133,Iris-versicolor
+11,6.183381542883708,3.0540518979378675,4.933521225364749,1.697324865012213,Iris-versicolor
+12,5.1089477161730255,3.0602208172464818,1.5100223820547058,0.26153098150951143,Iris-setosa
+13,5.1089477161730255,3.055596512326974,1.5100223820547058,0.2615309327114336,Iris-setosa
+14,5.108947716208469,3.054066246632746,4.899491293794476,1.66544413376793,Iris-versicolor
+15,6.196348752154788,3.0541347949987547,4.971338766924911,1.703581616384505,Iris-virginica
+16,5.1089477161730255,3.0595621420719943,1.5100223820547056,0.26153092393535654,Iris-setosa
+17,5.1089477161730255,3.057476057764817,1.5100223820547056,0.2615309151110473,Iris-setosa
+18,5.1089477161730255,3.0551288376589287,1.5100223820547056,0.26153086513563834,Iris-setosa
+19,6.218156416932199,3.0541479820732955,5.019654777637048,1.7039498653622527,Iris-virginica
+20,5.108947716389293,3.0540094622989797,4.899491294834292,1.665450841910562,Iris-versicolor
+21,6.187275150040675,3.054233296604991,4.950442940193334,1.7049631014392044,Iris-versicolor
+22,6.1793670679594745,3.054130101691619,4.899492836087771,1.6661730181805947,Iris-versicolor
+23,5.1089477161730255,3.0544462552480605,1.5100223820547056,0.2615308410878269,Iris-setosa
+24,6.2444076564029185,3.0541220419462975,5.053034541103034,1.7015953629387268,Iris-virginica
+25,6.179403963942217,3.0540647123367575,4.899760321036424,1.6704730274039368,Iris-versicolor
+26,5.108947721425413,3.0540154155332475,4.899491322883946,1.6655300861441618,Iris-versicolor
+27,5.1089477161730255,3.0558231410809276,1.5100223820547056,0.2615308737381682,Iris-setosa
+28,5.1089477161730255,3.0542408263120993,1.5100223820547056,0.261530858806512,Iris-setosa
+29,6.223865062495113,3.054125805265405,5.0258755812991565,1.7023631399365518,Iris-virginica
+30,5.108947716173026,3.055950503193659,1.5100223820547114,0.26153121122256995,Iris-setosa
+31,6.179766805960172,3.054011658796069,4.90936707211633,1.6857739701460464,Iris-versicolor
+0,6.184833691849944,3.0540784501268123,4.937702250478622,1.699083613751446,Iris-versicolor
+1,5.1089477161730255,3.0541117691134665,1.5100223820547065,0.2615309358225316,Iris-setosa
+2,5.1089477161730255,3.0629844960058508,1.510022382054706,0.26153103099015557,Iris-setosa
+3,5.1089477161730255,3.0544053140912943,1.5100223820547056,0.26153085285084077,Iris-setosa
+4,6.179558855732866,3.054052867827805,4.901767804473246,1.6766188412757537,Iris-versicolor
+5,5.108947716174649,3.09314862090814,1.5100223820659484,0.26154889818384,Iris-setosa
+6,5.1089477161730255,3.0568570771724817,1.5100223820547056,0.2615308874264972,Iris-setosa
+7,5.1089477161730255,3.057091688974565,1.5100223820547056,0.2615308903301215,Iris-setosa
+8,5.1089477162103565,3.05400359207774,4.899491293861323,1.6654391304835054,Iris-versicolor
+9,5.108947716173044,3.0555220880291776,1.5100223820547765,0.26153191184419383,Iris-setosa
+10,5.1089477161730255,3.0549943321675443,1.5100223820547056,0.2615308631039713,Iris-setosa
+11,6.180739025726799,3.0540864725989088,4.9165049838166395,1.6895922270194799,Iris-versicolor
+12,5.108947716173026,3.193749258159117,1.510022382054743,0.2615327577001648,Iris-setosa
+13,6.20290083732522,3.054155579019364,4.987912422565743,1.7045484249270506,Iris-virginica
+14,5.1089477161730255,3.058105070722027,1.5100223820547058,0.26153095345435484,Iris-setosa
+15,5.1089477161730255,3.1557881498457814,1.5100223820547145,0.2615318192814404,Iris-setosa
+16,6.179445501198737,3.0545757101954583,4.89975379424757,1.6719417467941455,Iris-versicolor
+17,5.1089477161730255,3.0560120984084116,1.5100223820547056,0.261530914155712,Iris-setosa
+18,6.179408787292864,3.0540430103490013,4.899881756472975,1.6710373992723697,Iris-versicolor
+19,6.192604453099281,3.054162499739707,4.963481730511366,1.7037900672048287,Iris-versicolor
+20,5.108947716173319,3.0540116831389055,4.899491293666005,1.6654294706514579,Iris-versicolor
+21,5.1089477161730255,3.055347526530505,1.5100223820547056,0.2615308642125376,Iris-setosa
+22,5.1089477161730255,3.0558557287086754,1.5100223820547056,0.26153088706798583,Iris-setosa
+23,6.196095845067488,3.0541532168641092,4.971771928925976,1.7038479303336194,Iris-virginica
+24,5.1089477161730255,3.0553403495449487,1.5100223820547056,0.26153086750009974,Iris-setosa
+25,5.1089477161730255,3.0570603858549714,1.5100223820547056,0.2615308909183655,Iris-setosa
+26,5.1089477161731685,3.054481921076944,1.5100223820550884,0.261532526894492,Iris-setosa
+27,6.195156180879977,3.0541696185923644,4.970684533966671,1.7048416720663635,Iris-virginica
+28,5.1089477161730255,3.065931232974417,1.5100223820547058,0.2615310166348876,Iris-setosa
+29,5.1089477161730255,3.083578553395055,1.510022382054706,0.26153112852136357,Iris-setosa
+30,5.1089477161730255,3.0871244897718717,1.5100223820547076,0.2615312984993542,Iris-setosa
+31,5.1089477161730255,3.0550446441161707,1.5100223820547056,0.26153085370190365,Iris-setosa
+0,5.1089477161730255,3.0569975544294103,1.5100223820547056,0.2615309130799728,Iris-setosa
+1,6.1793678413475615,3.054019980355609,4.899502147102722,1.6669154031833417,Iris-versicolor
+2,5.108947716173026,3.0540422161438032,1.5100223820547074,0.26153094000070926,Iris-setosa
+3,5.108947716173119,3.054309552956943,1.5100223820549215,0.26153190409486043,Iris-setosa
+4,6.252973978175994,3.0541240352305756,5.064840125432443,1.7022998999576766,Iris-virginica
+5,5.1089477161730255,3.0564712644928353,1.5100223820547056,0.2615309003506309,Iris-setosa
+6,5.108947716198212,3.054005076625261,4.8994912938064905,1.6654367985987524,Iris-versicolor
+7,5.108947716220857,3.058743774139154,1.5100223821937484,0.2615601340826552,Iris-setosa
+8,5.108948525079286,3.055556459137031,4.899493836680155,1.667153177698018,Iris-versicolor
+9,6.201654595853213,3.0541323533918505,4.983937929204039,1.704496711896809,Iris-virginica
+10,5.1089477161730255,3.062521147371298,1.510022382054706,0.26153102216902535,Iris-setosa
+11,6.1936137459004215,3.054135940765237,4.967797404297164,1.7029062246336402,Iris-virginica
+12,6.181567188235598,3.0543048897727605,4.91689355110557,1.6912442381067032,Iris-versicolor
+13,5.1089477161730255,3.054340551828414,1.5100223820547056,0.2615308482109704,Iris-setosa
+14,6.198629168729485,3.0541656358850804,4.981738156866503,1.7044460624910382,Iris-virginica
+15,5.1089477161730255,3.095359254812623,1.5100223820547085,0.2615313962834937,Iris-setosa
+16,5.108947716173185,3.054226530901519,1.5100223820550542,0.2615320624147819,Iris-setosa
+17,6.179474964208296,3.054283146257463,4.8999592094952975,1.6728756050010025,Iris-versicolor
+18,6.215316147875444,3.0541224673528395,5.009360345122058,1.7028866258845765,Iris-virginica
+19,5.1089477161730255,3.0630371175737916,1.5100223820547056,0.26153095505462093,Iris-setosa
+20,6.2060903621470445,3.0541448310110857,4.9936356602386685,1.7041426130397024,Iris-virginica
+21,5.1089477161730255,3.05459986596193,1.5100223820547056,0.261530843208404,Iris-setosa
+22,5.1089477161730255,3.054376807035843,1.5100223820547056,0.261530846259528,Iris-setosa
+23,5.108947716191218,3.0540042477130274,4.899491293754766,1.6654359212887428,Iris-versicolor
diff --git a/iris/lct_gan/3/25/test.csv b/iris/lct_gan/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/train.csv b/iris/lct_gan/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/25/val.csv b/iris/lct_gan/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/synth.csv b/iris/lct_gan/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e12b0813bb055c941f1024419d152b351b232389
--- /dev/null
+++ b/iris/lct_gan/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0553102862584645,1.5100223820547056,0.26153086110373547,Iris-setosa
+1,6.191145866386547,3.054186006787301,4.960939820976247,1.7054782937264799,Iris-versicolor
+2,6.215210650821071,3.054149391991041,5.013910584748647,1.7042367144414832,Iris-virginica
+3,6.183533940183212,3.054167050946997,4.9302844731521125,1.6958223714667486,Iris-versicolor
+4,5.108947718190611,3.0540328892094544,4.89949130155226,1.6655041893811728,Iris-versicolor
+5,6.183214397818279,3.054234774377992,4.93295333339728,1.6989501876081194,Iris-versicolor
+6,6.220387881813956,3.0541244928730804,5.019343557355404,1.7023600860945136,Iris-virginica
+7,5.1089477161730255,3.0549049291523467,1.5100223820547056,0.2615308603028333,Iris-setosa
+8,5.1089477161730255,3.100476780375555,1.5100223820547067,0.26153125418231543,Iris-setosa
+9,6.1985029835995675,3.054142915216377,4.976435292947657,1.7034454691896186,Iris-virginica
+10,5.1089477161730255,3.05499526330012,1.5100223820547056,0.2615308995114666,Iris-setosa
+11,5.1089477161730255,3.1901516983595015,1.5100223820547158,0.26153192579596557,Iris-setosa
+12,5.1089477161730255,3.0656830957019383,1.5100223820547058,0.26153098229644983,Iris-setosa
+13,6.179753221915927,3.0541656265777797,4.902203643915813,1.6778027425874464,Iris-versicolor
+14,5.1089477161730255,3.0554511856140696,1.5100223820547056,0.2615308673045217,Iris-setosa
+15,5.1089477161730255,3.055565022558264,1.5100223820547056,0.2615308648510078,Iris-setosa
+16,5.1089477161730255,3.055325340742326,1.5100223820547056,0.26153087106313705,Iris-setosa
+17,6.220212611132821,3.0541477512522315,5.023213087037084,1.7034732245680582,Iris-virginica
+18,6.217732102927148,3.054113700063983,5.01295353610727,1.7021373481221755,Iris-virginica
+19,5.1089477161731365,3.054387170036297,1.5100223820550074,0.2615321315990928,Iris-setosa
+20,5.1089477161730255,3.056347821910938,1.5100223820547056,0.2615308811913742,Iris-setosa
+21,5.1089477161730255,3.0563065846310717,1.5100223820547056,0.2615309190006976,Iris-setosa
+22,6.213006955954313,3.054124346459174,5.006072346120157,1.7031262187158565,Iris-virginica
+23,5.1089477161730255,3.113201997562931,1.5100223820547092,0.2615314890890832,Iris-setosa
+24,5.108947716370356,3.054023545169796,4.8994912943842035,1.6654558825593586,Iris-versicolor
+25,6.179366536644132,3.054004374348526,4.899491671106336,1.6657152468818188,Iris-versicolor
+26,5.108947716173488,3.054033202620237,4.899491293666412,1.665430222836662,Iris-versicolor
+27,6.268245472974336,3.0541237427046215,5.079940837664274,1.7022692538697866,Iris-virginica
+28,6.181595857610895,3.0542145801509837,4.920372512403437,1.6925516952245152,Iris-versicolor
+29,5.108947716173032,3.0614204476452955,1.5100223820547525,0.261532092146615,Iris-setosa
+30,5.1089477161730255,3.054375000589343,1.5100223820547056,0.261530865573836,Iris-setosa
+31,6.218613188780649,3.054117395339173,5.01497007694118,1.7022120922111221,Iris-virginica
+0,6.209883573853494,3.054133256338397,5.0002555385011975,1.703855382230217,Iris-virginica
+1,5.1089477161730255,3.055025601680235,1.510022382054706,0.26153096670494197,Iris-setosa
+2,5.1089477161730255,3.056184436015559,1.5100223820547056,0.2615309090826574,Iris-setosa
+3,5.108949533654585,3.0551677235624006,4.899496967961701,1.6675766417548297,Iris-versicolor
+4,5.1089477161730255,3.0549372073752243,1.5100223820547056,0.2615308577302885,Iris-setosa
+5,5.1089477161730255,3.099257774691598,1.5100223820547065,0.26153122264616646,Iris-setosa
+6,6.179639798769626,3.054348269039904,4.900797260850543,1.675889220990148,Iris-versicolor
+7,6.193507854243004,3.054163273717248,4.965724538895725,1.703983969860998,Iris-versicolor
+8,5.108947741380714,3.070922167974713,1.5100224445432895,0.2619956454786405,Iris-setosa
+9,5.108947716173332,3.140385791472967,1.5100223820586487,0.26154321060100233,Iris-setosa
+10,5.1089477161730255,3.055385710713793,1.5100223820547074,0.26153107350620564,Iris-setosa
+11,6.1794133316005295,3.055023089212069,4.899599940096821,1.6706965345464249,Iris-versicolor
+12,6.179724774308761,3.0540417361826426,4.906064368975429,1.6832598914254155,Iris-versicolor
+13,6.192283275502119,3.0540866235532684,4.963714739250202,1.7023918545346057,Iris-virginica
+14,5.1089477161730255,3.0565029376908397,1.5100223820547065,0.26153104699901514,Iris-setosa
+15,5.108947716173029,3.0540198413812547,1.5100223820547143,0.26153100442104826,Iris-setosa
+16,6.208302342283391,3.0540698530295005,5.004813319754126,1.7069087511839505,Iris-virginica
+17,5.1089477161734,3.0540057566399383,4.8994912936662685,1.6654295870495062,Iris-versicolor
+18,6.18813805278107,3.054181568676296,4.95081708552891,1.7034885133541597,Iris-versicolor
+19,5.108947983893111,3.055414463230442,4.899492194228671,1.6665280973625944,Iris-versicolor
+20,5.108947716183288,3.058652347263937,1.510022382091961,0.26154710837395845,Iris-setosa
+21,6.185651539776763,3.0541119102071184,4.938770281718224,1.6986442291775876,Iris-versicolor
+22,6.207478776446901,3.0541422327270897,4.996758224974557,1.7040996602294103,Iris-virginica
+23,5.1089477161730255,3.054679461547077,1.5100223820547056,0.2615308525785219,Iris-setosa
+24,5.1089477161730255,3.055437080877385,1.5100223820547056,0.2615308659129827,Iris-setosa
+25,5.1089477161730255,3.0550197047755767,1.5100223820547056,0.2615308707059759,Iris-setosa
+26,5.1089477161730255,3.054173754857537,1.5100223820547063,0.261530930673511,Iris-setosa
+27,5.1089477161730255,3.056372827459144,1.5100223820547072,0.26153107914227713,Iris-setosa
+28,5.1089477161730255,3.0549718249001594,1.5100223820547056,0.26153085159012307,Iris-setosa
+29,5.108947777009039,3.054076479670577,4.89949152026258,1.6657922382750951,Iris-versicolor
+30,5.108947747530624,3.066387540660937,1.5100224447732642,0.26194417283922955,Iris-setosa
+31,5.108947719009142,3.054461485011039,4.89949130134574,1.6655762191987578,Iris-versicolor
+0,5.1089477161730255,3.055068171765601,1.5100223820547056,0.26153085372584034,Iris-setosa
+1,5.108947716173026,3.054595220964717,1.5100223820547074,0.26153102461584504,Iris-setosa
+2,6.180270951742989,3.054091074694495,4.911606055751759,1.686738989124107,Iris-versicolor
+3,5.108947716173448,3.0541675847961725,1.5100223820557543,0.26153253410428084,Iris-setosa
+4,5.1089477161730255,3.055159486852587,1.5100223820547056,0.26153085655300295,Iris-setosa
+5,5.1089477161730255,3.0580473795427103,1.5100223820547056,0.26153090783988864,Iris-setosa
+6,5.108947716173038,3.054018157223571,1.5100223820547327,0.26153110364110194,Iris-versicolor
+7,5.108947716173026,3.0542430293753946,1.5100223820547078,0.2615310070886902,Iris-setosa
+8,5.108947716173027,3.061071789912379,1.5100223820547216,0.2615316110010023,Iris-setosa
+9,5.1089477161730255,3.0561976300454203,1.5100223820547056,0.26153087774393813,Iris-setosa
+10,5.1089477161730255,3.0573215112898766,1.5100223820547056,0.261530900061813,Iris-setosa
+11,5.1089477161730255,3.0546602163629095,1.5100223820547056,0.26153085895429656,Iris-setosa
+12,5.1089477161730255,3.055637198212145,1.5100223820547056,0.261530865829673,Iris-setosa
+13,6.179392682016864,3.0540266546415764,4.899815475310315,1.670786232184006,Iris-versicolor
+14,5.1089477161730255,3.1116873541670995,1.5100223820547076,0.2615313620008084,Iris-setosa
+15,5.1089477161730255,3.0550338205804026,1.5100223820547058,0.2615309415534496,Iris-setosa
+16,5.1089477161730255,3.0558662186909,1.5100223820547056,0.2615308705956787,Iris-setosa
+17,5.1089477161730255,3.0590597224947644,1.5100223820547056,0.2615309313593247,Iris-setosa
+18,6.179594834654619,3.0543226036040596,4.9006063287468775,1.6751338477786146,Iris-versicolor
+19,5.1089477161730255,3.0621862028647087,1.5100223820547058,0.2615309827298334,Iris-setosa
+20,6.200508294922736,3.0541309661763725,4.981432151938396,1.7035290159129874,Iris-virginica
+21,6.181407489385404,3.054039833874087,4.921926038965355,1.6946635428180934,Iris-versicolor
+22,5.1089477161730565,3.054279449900613,1.5100223820547807,0.26153154447931987,Iris-setosa
+23,5.1089477161730255,3.0554779083341503,1.5100223820547056,0.2615308927437837,Iris-setosa
+24,5.1089477161730255,3.0540967020144385,1.5100223820547058,0.2615308814492223,Iris-setosa
+25,6.244838819489796,3.0541266747937095,5.05639704336879,1.7030649232774244,Iris-virginica
+26,5.1089477161730255,3.0648067427809287,1.5100223820547058,0.26153097464628133,Iris-setosa
+27,6.189309646651249,3.0541658304454034,4.9534316129213,1.7026345958248246,Iris-versicolor
+28,6.210525733837831,3.0541119276142865,4.9997631065710735,1.7029230599166716,Iris-virginica
+29,5.108947716173029,3.0540286773884926,1.5100223820547132,0.2615310019862838,Iris-setosa
+30,5.1089477161730255,3.054792930777418,1.5100223820547056,0.2615308538341976,Iris-setosa
+31,6.18623175614635,3.0542003888438223,4.9436308942878435,1.7006818791763874,Iris-versicolor
+0,5.1089477161730255,3.055787762470321,1.5100223820547063,0.26153100235347765,Iris-setosa
+1,6.242687371181687,3.054092823253356,5.064781881064511,1.7124287468512591,Iris-virginica
+2,5.108947716173594,3.054303171292833,1.5100223820558856,0.2615328709616865,Iris-setosa
+3,6.189678247726024,3.0541603140081155,4.953852574497001,1.7019480099158049,Iris-versicolor
+4,5.1089477161730255,3.056508989549482,1.5100223820547056,0.2615308813929571,Iris-setosa
+5,6.179385916521567,3.0540211546084066,4.8997481068828455,1.6697937983667823,Iris-versicolor
+6,6.272512133039549,3.054120827771153,5.089840879391553,1.7043602482247031,Iris-virginica
+7,5.1089477161730255,3.0904351343602277,1.5100223820547078,0.26153132181430755,Iris-setosa
+8,5.10894771617617,3.054007782183369,4.899491293678826,1.665432454142966,Iris-versicolor
+9,6.18661822939261,3.054175638781029,4.9450886199956035,1.7018964045530711,Iris-versicolor
+10,6.207890318141376,3.0541582845888704,4.999270161860386,1.704859404578626,Iris-virginica
+11,6.179557466212493,3.0540134281792293,4.905208873945159,1.6835858858003456,Iris-versicolor
+12,5.1089477161730255,3.0546872822456925,1.5100223820547056,0.26153088773804684,Iris-setosa
+13,5.1089477161730255,3.055762527912202,1.5100223820547058,0.26153091904617237,Iris-setosa
+14,5.108947716179328,3.0540158006008147,4.899491293694115,1.665434809443777,Iris-versicolor
+15,6.189319755739858,3.054148772024177,4.952395996292087,1.7021860073103787,Iris-versicolor
+16,5.1089477161730255,3.055023365714373,1.5100223820547056,0.26153085789785363,Iris-setosa
+17,6.195328679579297,3.0540865669925488,4.972088070650348,1.7050023739783222,Iris-virginica
+18,6.184454024460443,3.0540504509449913,4.935270823268007,1.698283295065064,Iris-virginica
+19,6.216047097727985,3.0541241510687405,5.011817276912296,1.7028157643512127,Iris-virginica
+20,5.1089477161730255,3.0541294028516672,1.5100223820547058,0.26153087795759333,Iris-setosa
+21,5.108947728185112,3.0540598353676454,4.899491345618847,1.6655932031236147,Iris-versicolor
+22,6.24542630115679,3.0541299217840066,5.062202832459051,1.7036184908745864,Iris-virginica
+23,6.183954182317088,3.0540506408139314,4.932938090682352,1.697803577590269,Iris-versicolor
diff --git a/iris/lct_gan/3/26/test.csv b/iris/lct_gan/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/train.csv b/iris/lct_gan/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/26/val.csv b/iris/lct_gan/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/synth.csv b/iris/lct_gan/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9479d1d624c7655eb2fc0ad587eacdc10566c60
--- /dev/null
+++ b/iris/lct_gan/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.218558892517137,3.0541118693556135,5.024360902555006,1.7060325693190717,Iris-virginica
+1,5.108947716175739,3.054228387054037,1.5100223820600551,0.2615347856906802,Iris-setosa
+2,6.241839100126992,3.054115155059251,5.060028517800477,1.7059668203610006,Iris-virginica
+3,5.1089477161730255,3.0548633220959283,1.5100223820547056,0.26153085377402413,Iris-setosa
+4,6.189343197670576,3.054057782831077,4.956750309969387,1.702011628362283,Iris-virginica
+5,6.195536551722609,3.054161437889863,4.971987353043529,1.7054905090946328,Iris-virginica
+6,6.185242291799634,3.0540831805939765,4.940381616471924,1.6991694965334678,Iris-versicolor
+7,6.211040329673129,3.05412206859788,5.001495779589018,1.703237592596003,Iris-virginica
+8,6.180081585114276,3.0540737042271373,4.909992203214224,1.6860645027591028,Iris-versicolor
+9,6.216574504915855,3.0540773781206902,5.022928906550043,1.7101713050546516,Iris-virginica
+10,5.1089477161730255,3.054603892904048,1.5100223820547056,0.26153084494369017,Iris-setosa
+11,6.239996914635056,3.054123220829163,5.05670579980236,1.7048310814987822,Iris-virginica
+12,5.108947716173027,3.0877954783546193,1.5100223820547307,0.26153213429718036,Iris-setosa
+13,6.223451116929083,3.0541277716465522,5.024876609719985,1.7022644447211066,Iris-virginica
+14,5.1089477161730255,3.0577479186934537,1.5100223820547056,0.2615309010610108,Iris-setosa
+15,6.179447704620571,3.0540789894974814,4.900124542729468,1.6723278180070789,Iris-versicolor
+16,5.108947716192836,3.0540062058461293,4.899491293762248,1.6654374334410056,Iris-versicolor
+17,5.1089477161730255,3.0547105773132177,1.5100223820547056,0.26153084682415434,Iris-setosa
+18,6.2160048459206685,3.0541261403156623,5.0117451874691445,1.7028887694467765,Iris-virginica
+19,5.1089477161730255,3.057122678765129,1.5100223820547056,0.2615309045844357,Iris-setosa
+20,6.183682563306772,3.054229276681081,4.9335189428658985,1.6983438172550311,Iris-versicolor
+21,5.1089477161730255,3.0540633431950517,1.5100223820547058,0.2615308867069221,Iris-setosa
+22,5.1089477161730255,3.0545549156726914,1.5100223820547058,0.26153091136684575,Iris-setosa
+23,5.1089477161730485,3.1934725336877783,1.510022382055276,0.26153673524732757,Iris-setosa
+24,5.108947716173067,3.0540499178598948,1.510022382054794,0.2615313677342559,Iris-setosa
+25,5.10894771617303,3.054258371002069,1.51002238205472,0.26153120350441145,Iris-setosa
+26,6.222477284022071,3.0541116815367952,5.020735931681687,1.7014486578027768,Iris-virginica
+27,5.1089477161730255,3.055654891542227,1.5100223820547056,0.2615308665241065,Iris-setosa
+28,6.197667680065433,3.0541308814170467,4.973974002522627,1.7025695907513527,Iris-virginica
+29,5.1089477161730255,3.0549721801875083,1.5100223820547056,0.26153088312071443,Iris-setosa
+30,5.1089477161730255,3.057150456178494,1.5100223820547056,0.2615308928867484,Iris-setosa
+31,6.180498879969512,3.0544001709270856,4.906054215763932,1.683922694234502,Iris-versicolor
+0,6.198076334046459,3.054163852065384,4.979982021011058,1.7039983548925648,Iris-virginica
+1,5.1089477161730255,3.060275844424711,1.5100223820547056,0.26153093821786033,Iris-setosa
+2,5.1089477161730255,3.05712826958536,1.5100223820547056,0.2615308927003599,Iris-setosa
+3,6.1793769392954845,3.0545371992001313,4.89951715776701,1.6682505565440302,Iris-versicolor
+4,5.1089477161730255,3.054496103190001,1.5100223820547056,0.26153085458705844,Iris-setosa
+5,6.218883404022005,3.0541377060583734,5.018598687305817,1.7031506461895105,Iris-virginica
+6,5.1089477161730255,3.058345310573545,1.5100223820547056,0.2615309070515829,Iris-setosa
+7,6.181636896676168,3.0542114262840063,4.920805747882205,1.6929801123945152,Iris-versicolor
+8,6.179366488758774,3.0540012280072757,4.899491294421149,1.6654501212723567,Iris-versicolor
+9,5.1089477161730255,3.055419510303057,1.5100223820547058,0.2615309527581495,Iris-setosa
+10,5.1089477161730255,3.0547856605679233,1.5100223820547056,0.26153089852965655,Iris-setosa
+11,6.201096091714423,3.054060302348894,4.998448943787599,1.7117505720584514,Iris-virginica
+12,5.10894776413151,3.0570420016716082,1.5100224598685557,0.26184501679511324,Iris-setosa
+13,5.1089477161730255,3.054832688347359,1.510022382054706,0.2615309438389711,Iris-setosa
+14,5.108947716173921,3.0686187532594245,1.5100223820599068,0.26154006753999537,Iris-setosa
+15,5.108947716173038,3.206297114614165,1.5100223820550136,0.2615354285306698,Iris-setosa
+16,5.1089477161730255,3.058372455291683,1.5100223820547058,0.2615309363466027,Iris-setosa
+17,6.179663629377372,3.0545853559300205,4.900631598236936,1.676377440119741,Iris-versicolor
+18,6.200029730667957,3.0541451166194515,4.980865410600485,1.7039550138267145,Iris-virginica
+19,6.179371205331303,3.054022877751418,4.899530900634819,1.6679322122717914,Iris-versicolor
+20,5.108947716173029,3.0568377191938882,1.510022382054721,0.26153148118004677,Iris-setosa
+21,6.185988620713254,3.0540677896952055,4.943834533832563,1.700270922087229,Iris-virginica
+22,6.179405072191907,3.054035882808482,4.899898617993541,1.6715750728615304,Iris-versicolor
+23,5.108947716413071,3.054014308766243,4.899491294804728,1.6654568704227615,Iris-versicolor
+24,6.275579824519808,3.05412174482958,5.095226013323768,1.7028633207631245,Iris-virginica
+25,5.108947716173837,3.054032324617886,4.89949129366755,1.6654308164136589,Iris-versicolor
+26,5.1089477161730255,3.054513096812289,1.5100223820547056,0.2615308459010793,Iris-setosa
+27,5.108947716173027,3.0552742007960814,1.5100223820547147,0.2615312922069006,Iris-setosa
+28,5.1089477161730255,3.0587788585384303,1.5100223820547056,0.26153092342305584,Iris-setosa
+29,5.1089477161730255,3.0547757627312793,1.5100223820547056,0.2615308484132939,Iris-setosa
+30,5.1089477161730255,3.060874948445704,1.5100223820547058,0.2615309522837236,Iris-setosa
+31,5.1089477161730255,3.0609331370876807,1.5100223820547058,0.2615309996368629,Iris-setosa
+0,5.1089477161730255,3.0543381412877713,1.5100223820547056,0.2615308430443512,Iris-setosa
+1,5.1089477161730255,3.0766603595061026,1.510022382054706,0.2615310765766829,Iris-setosa
+2,6.193467147383298,3.0541442313316223,4.966205858495828,1.7034032602639257,Iris-virginica
+3,5.108947716178215,3.054079438889189,4.899491293685461,1.665436008430061,Iris-versicolor
+4,5.1089477161730255,3.0686670200167034,1.510022382054706,0.26153107044017215,Iris-setosa
+5,5.108947716173026,3.058492612245407,1.5100223820547105,0.26153132680420627,Iris-setosa
+6,6.180812183893857,3.0541622241555566,4.913726513599267,1.6882471009558853,Iris-versicolor
+7,5.108947716173031,3.0645996807909692,1.51002238205474,0.26153206985865596,Iris-setosa
+8,6.225258019610236,3.054142194869014,5.030757664991525,1.7036863833948575,Iris-virginica
+9,6.182594646197497,3.054165105079644,4.926346234001604,1.695167436542358,Iris-versicolor
+10,6.180561964778359,3.054156271897612,4.91033579745902,1.6867387591071585,Iris-versicolor
+11,5.10894771617311,3.0540265219527947,4.8994912936648225,1.6654289367372377,Iris-versicolor
+12,6.219559522177929,3.054113558127643,5.016107599327298,1.7018686654878903,Iris-virginica
+13,6.187022020553425,3.054040254089293,4.95041270490034,1.7036744388267997,Iris-virginica
+14,6.22084071042067,3.054121596441017,5.018426743228013,1.7024635969839421,Iris-virginica
+15,6.1795499564668654,3.054019311374485,4.903786682132606,1.680289062666986,Iris-versicolor
+16,5.10894771817044,3.069973113864331,1.510022387094945,0.26171959136451595,Iris-setosa
+17,5.108947716173045,3.0540877765014653,1.5100223820547478,0.2615312700303782,Iris-setosa
+18,6.195708562396961,3.0541277569057996,4.967628787039603,1.703055494213866,Iris-virginica
+19,6.185675981461485,3.0541933514426263,4.940869098818924,1.700084592045772,Iris-versicolor
+20,5.1089477161730255,3.097680273910383,1.510022382054707,0.2615312736509512,Iris-setosa
+21,5.1089477161730255,3.056829000315574,1.5100223820547056,0.2615308856933105,Iris-setosa
+22,5.1089477161730255,3.0547810826335873,1.5100223820547056,0.2615308784341614,Iris-setosa
+23,5.108947716173027,3.0542813685881316,1.5100223820547096,0.2615310594448887,Iris-setosa
+24,5.1089477161730255,3.0545289579624413,1.5100223820547063,0.2615309628835666,Iris-setosa
+25,5.10894771617398,3.054011170172201,4.899491293669059,1.6654307324242728,Iris-versicolor
+26,5.108947716173115,3.0611835918277928,1.510022382055136,0.2615339293314104,Iris-setosa
+27,5.108947718702433,3.0548792817525423,4.899491302279773,0.261605905992535,Iris-setosa
+28,6.188486087089364,3.054211705905513,4.954192297873882,1.7054025055889732,Iris-versicolor
+29,5.1089477161730255,3.0578247360241053,1.5100223820547056,0.2615308998410136,Iris-setosa
+30,5.108947716173134,3.054156292600068,1.510022382054962,0.261531835489473,Iris-setosa
+31,5.1089477161730255,3.054271055268541,1.510022382054706,0.26153092949717116,Iris-setosa
+0,6.232402097192719,3.0541291354805806,5.041525406473665,1.7019547962314454,Iris-virginica
+1,5.108947716772481,3.0541253197387297,4.899491295473279,1.6654842451669931,Iris-versicolor
+2,5.108947716173112,3.2914923443199093,1.5100223820568537,0.261543449348983,Iris-setosa
+3,5.1089477161730255,3.054558698461666,1.5100223820547056,0.26153084283212313,Iris-setosa
+4,6.204792918489819,3.0541404397887537,4.991133991470957,1.703869489936385,Iris-virginica
+5,5.1089477161730255,3.068948682086674,1.5100223820547058,0.26153102256367955,Iris-setosa
+6,5.1089477161730255,3.0605140099052353,1.5100223820547056,0.2615309378577195,Iris-setosa
+7,5.108947748711987,3.0545585727376383,4.899491403539456,1.6658186029737154,Iris-versicolor
+8,5.108947716173026,3.0541628792008835,1.5100223820547072,0.26153096533901177,Iris-setosa
+9,6.185006408068964,3.054025609415955,4.945142289985702,1.7103432631151487,Iris-virginica
+10,5.108948416036868,3.062373413035716,1.5100235520228646,0.26257116190380375,Iris-setosa
+11,6.179366492934,3.0540049050670994,4.899491318985224,1.6655084932075457,Iris-versicolor
+12,5.1089477161730255,3.0545667216569647,1.510022382054706,0.2615309325226066,Iris-setosa
+13,5.1089477161730255,3.056352316180185,1.5100223820547056,0.2615308784771807,Iris-setosa
+14,5.108947716173028,3.054849285277386,1.5100223820547167,0.2615312639227407,Iris-setosa
+15,6.1881925226420345,3.0540969816485233,4.951094124608589,1.70177061301484,Iris-virginica
+16,6.179366509879244,3.0540206006777857,4.899491371840104,1.66562707889263,Iris-versicolor
+17,5.1089477161730255,3.0567100455632774,1.5100223820547056,0.2615308881231811,Iris-setosa
+18,5.1089477161730255,3.0638454195348532,1.510022382054706,0.2615310558042161,Iris-setosa
+19,5.108948340400329,3.059423367698976,4.89949312715479,1.6673232368951965,Iris-setosa
+20,6.179366548885223,3.054025591617314,4.899491503750164,1.6657224062103164,Iris-versicolor
+21,6.1965003787234325,3.0541582269464915,4.975410038237884,1.7043907279173538,Iris-virginica
+22,5.108947716183809,3.0540049583969906,4.8994912937149815,1.665435170811134,Iris-versicolor
+23,5.108947716173026,3.054269042426353,1.5100223820547085,0.26153102637417336,Iris-setosa
diff --git a/iris/lct_gan/3/27/test.csv b/iris/lct_gan/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/train.csv b/iris/lct_gan/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/27/val.csv b/iris/lct_gan/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/synth.csv b/iris/lct_gan/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a2175dfabb5a401f20d00cabee2f241b91aedd2
--- /dev/null
+++ b/iris/lct_gan/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0639410531088718,1.5100223820547058,0.2615309844823734,Iris-setosa
+1,5.1089477161730255,3.0551163563167734,1.5100223820547056,0.26153087081969134,Iris-setosa
+2,5.108949499870139,3.0543837129525464,4.899497502133439,1.6669350669815248,Iris-versicolor
+3,5.1089477161730255,3.055557145160577,1.5100223820547058,0.26153091734920253,Iris-setosa
+4,6.188085621470112,3.0541079573335073,4.949522902427156,1.7006003585597556,Iris-versicolor
+5,5.1089477161730255,3.0547251657780046,1.5100223820547056,0.26153084637233476,Iris-setosa
+6,5.108960719455209,3.0558754567656794,4.899537463622066,1.670038697085471,Iris-versicolor
+7,6.1879335710169245,3.054231300616565,4.953393798481437,1.705945991592227,Iris-versicolor
+8,6.179484648867692,3.0546245313157074,4.899900321269224,1.6732134452487748,Iris-versicolor
+9,6.196865220611603,3.0541569659329837,4.975605188762906,1.7040408802954776,Iris-virginica
+10,5.1089477161730255,3.0565483088210113,1.5100223820547056,0.26153088241069916,Iris-setosa
+11,6.179441948278933,3.0540068040575705,4.902371507636082,1.6779861966013856,Iris-versicolor
+12,5.1089477161730255,3.0543060440793206,1.5100223820547058,0.26153088716106615,Iris-setosa
+13,5.108947717866102,3.054028642564723,4.899491300194324,1.6654919877199807,Iris-versicolor
+14,5.1089477161730255,3.063724776790328,1.5100223820547058,0.26153100785338684,Iris-setosa
+15,6.181101898608521,3.0541113979659738,4.918753942441052,1.6919811357370378,Iris-versicolor
+16,5.1089477161730255,3.0578920645362584,1.5100223820547056,0.2615309019644107,Iris-setosa
+17,5.1089477161730255,3.056058402884787,1.5100223820547065,0.26153104214801337,Iris-setosa
+18,5.1089477161730255,3.0576729974360948,1.5100223820547056,0.2615309040163141,Iris-setosa
+19,5.1089477161730255,3.054143721014825,1.5100223820547056,0.26153084272806154,Iris-setosa
+20,6.179617715509132,3.054045910299602,4.903653372474561,1.6800556688740316,Iris-versicolor
+21,5.1089477161730255,3.0634647462964955,1.5100223820547058,0.2615309763283132,Iris-setosa
+22,5.1089477161730255,3.05444224581373,1.5100223820547056,0.26153086455817337,Iris-setosa
+23,6.17937849818258,3.0540379259308414,4.899597898611186,1.6689132347606028,Iris-versicolor
+24,5.1089477161730255,3.0609534694652214,1.5100223820547058,0.26153095956415723,Iris-setosa
+25,5.108947716173044,3.054370624522819,1.5100223820547556,0.2615315298405152,Iris-setosa
+26,5.108949163346779,3.056608402793272,4.8994954911473565,1.667705116212378,Iris-versicolor
+27,5.1089477161730255,3.0556167458961956,1.5100223820547056,0.26153086753832205,Iris-setosa
+28,6.1794148868369705,3.054024902597194,4.900222323573212,1.672430434929928,Iris-versicolor
+29,5.1089477161730255,3.05447049120825,1.5100223820547067,0.2615309959602639,Iris-setosa
+30,5.1089477161730255,3.0543109605227086,1.5100223820547058,0.2615309036733446,Iris-setosa
+31,5.1089477161730255,3.0558575346269228,1.5100223820547056,0.2615308799600453,Iris-setosa
+0,6.227744927914767,3.0541274905031752,5.033707116259789,1.7016644887413594,Iris-virginica
+1,5.1089477161730255,3.0557049771976654,1.5100223820547056,0.2615308717337051,Iris-setosa
+2,5.108947716174601,3.0540120389718006,4.899491293671542,1.6654312509138807,Iris-versicolor
+3,6.18223712328948,3.0543305766405524,4.922046540834472,1.6956952357159965,Iris-versicolor
+4,5.1089477161730255,3.055542615507871,1.5100223820547056,0.2615308866349669,Iris-setosa
+5,5.1089477161730255,3.0546128067828953,1.5100223820547056,0.26153084992640185,Iris-setosa
+6,5.1089477161730255,3.0552644114272263,1.5100223820547063,0.2615309860118693,Iris-setosa
+7,6.181567884716944,3.0543420145336495,4.91535989322714,1.69146741164305,Iris-versicolor
+8,5.1089477161730255,3.054203901381478,1.5100223820547056,0.2615308672362525,Iris-setosa
+9,6.205762894605232,3.0541204370028643,4.991190403586387,1.703506043582014,Iris-virginica
+10,6.191247305861906,3.0541698341570016,4.960609171313974,1.704756291732711,Iris-versicolor
+11,6.180816114499232,3.054037540539405,4.917438916685409,1.6933598981088516,Iris-versicolor
+12,6.179367812717626,3.0540082463315508,4.899507226771823,1.6669622470117196,Iris-versicolor
+13,6.189653131869669,3.054172867054221,4.956067405073529,1.7038108535591296,Iris-versicolor
+14,6.206477998984262,3.0541151070763415,4.99863385120819,1.7029400681202456,Iris-virginica
+15,5.1089477161730255,3.0559218361029403,1.5100223820547056,0.26153087997902824,Iris-setosa
+16,6.17942176716111,3.0540197346460074,4.900422643186223,1.6731600682661405,Iris-versicolor
+17,6.17950354452993,3.0540072449312117,4.904893124622986,1.6823576034525571,Iris-versicolor
+18,6.180028543118504,3.054021306866103,4.9108258358920605,1.6880451623884551,Iris-versicolor
+19,6.179366512721279,3.054013785173965,4.899491398478327,1.6656221837679785,Iris-versicolor
+20,5.108947716173032,3.0716337923341355,1.5100223820547611,0.2615324860599269,Iris-setosa
+21,6.222288736273111,3.0541232798299047,5.023269467885407,1.7019168352783312,Iris-virginica
+22,6.216896294635762,3.0540813878883233,5.017900042548022,1.711305269034318,Iris-virginica
+23,5.1089477161730255,3.0543102914535427,1.5100223820547056,0.2615308389533687,Iris-setosa
+24,6.195383136193869,3.0540490468694634,4.981965568793088,1.7105993780148918,Iris-virginica
+25,5.1089477161730255,3.054935538299456,1.5100223820547056,0.2615308541890258,Iris-setosa
+26,5.1089477161730255,3.0564727240788674,1.510022382054706,0.26153097870389547,Iris-setosa
+27,5.1089477161730255,3.0541995186237587,1.5100223820547058,0.26153090015459707,Iris-setosa
+28,5.1089477161730255,3.0568680650198443,1.5100223820547056,0.2615308865675409,Iris-setosa
+29,5.108948682324005,3.0546916266422386,4.899494078073141,1.6668029464086875,Iris-versicolor
+30,5.1089477161730255,3.054600898569241,1.5100223820547058,0.26153092475513345,Iris-setosa
+31,6.184414809911369,3.0541225680729287,4.9341612442959,1.6975554725005728,Iris-versicolor
+0,6.207723831909654,3.0541190181928726,4.994701931140117,1.7033129468008268,Iris-virginica
+1,5.1089477161730255,3.0553936469738696,1.5100223820547056,0.26153086985939383,Iris-setosa
+2,5.1089477161730255,3.126254921899659,1.5100223820547134,0.2615317594630913,Iris-setosa
+3,5.108947717346745,3.0540140945914125,4.899491299929957,1.6654802276956626,Iris-versicolor
+4,5.108947716173028,3.0630490421884193,1.5100223820547274,0.2615317753921906,Iris-setosa
+5,5.1089477161730255,3.0558623400115708,1.5100223820547067,0.26153105515906877,Iris-setosa
+6,6.218917816753989,3.054138098461729,5.0193156045612595,1.703037729075086,Iris-virginica
+7,5.1089477161730255,3.080515724096874,1.5100223820547065,0.26153115781752284,Iris-setosa
+8,6.179366626994515,3.0540013645350244,4.8994940428951645,1.6662703648503092,Iris-versicolor
+9,5.1089477161730255,3.054504147414769,1.5100223820547056,0.2615308599459114,Iris-setosa
+10,6.211113416292241,3.054113500535574,5.005985298492757,1.704542137797128,Iris-virginica
+11,5.1089477161730255,3.081670737407825,1.5100223820547083,0.26153134167290304,Iris-setosa
+12,5.1089477161730255,3.0760651381892177,1.510022382054706,0.26153107702974443,Iris-setosa
+13,5.108954216043037,3.054993979697541,4.899512538856449,1.6682725961644345,Iris-versicolor
+14,5.108947716173058,3.0540501268433897,1.5100223820547771,0.26153129186744056,Iris-setosa
+15,5.1089477161730255,3.0550279999453025,1.5100223820547067,0.2615310122314553,Iris-setosa
+16,5.108947716173933,3.0550898369486417,1.5100223820575984,0.26153497768833894,Iris-setosa
+17,5.1089477161730255,3.0543739726356827,1.5100223820547056,0.2615308391622753,Iris-setosa
+18,6.202335633300808,3.054136754047258,4.984628044294896,1.7032298242221857,Iris-virginica
+19,5.1089477162780765,3.0582684465554597,1.5100223823235068,0.2615673462648234,Iris-setosa
+20,6.244107847327541,3.054122085124628,5.0583226094265905,1.7042377291261774,Iris-virginica
+21,5.108947716173027,3.054432471940273,1.510022382054711,0.26153112376555004,Iris-setosa
+22,5.1089477161730255,3.0550143613786225,1.5100223820547056,0.26153085799158915,Iris-setosa
+23,5.1089477161730255,3.054853551341675,1.5100223820547056,0.2615308877282249,Iris-setosa
+24,5.1089477161730255,3.0664102339737225,1.5100223820547058,0.2615309914520266,Iris-setosa
+25,5.108947716173637,3.054019947836654,4.899491293667529,1.6654301971723533,Iris-versicolor
+26,5.1089477161730255,3.0879052034841723,1.5100223820547105,0.2615315066380012,Iris-setosa
+27,6.190137028145805,3.054170017925886,4.959078921550267,1.7043019740017917,Iris-versicolor
+28,6.179619231480261,3.0541475586288334,4.901350188282632,1.6764226107175606,Iris-versicolor
+29,5.1089477161730255,3.0557892097807775,1.5100223820547074,0.26153106809963883,Iris-setosa
+30,6.180632586174208,3.0541133569893226,4.91298021307951,1.6881762948876013,Iris-versicolor
+31,5.1089477161730255,3.056884504027613,1.5100223820547056,0.2615308889165687,Iris-setosa
+0,5.1089477161730255,3.0550359969795386,1.5100223820547056,0.261530855574446,Iris-setosa
+1,5.1089477161730255,3.057328984297913,1.5100223820547056,0.26153091067806955,Iris-setosa
+2,6.183265697259902,3.054074000161576,4.929445564149877,1.6958800616749965,Iris-versicolor
+3,6.2053097927045355,3.0541347767488984,4.9935716689763705,1.7036016621168586,Iris-virginica
+4,5.108947716173026,3.1099858644402647,1.5100223820547283,0.2615321554993959,Iris-setosa
+5,5.108947716173026,3.164006426172745,1.510022382054726,0.2615322268483571,Iris-setosa
+6,6.203524700556353,3.0541379828876902,4.987750477708932,1.703716135516168,Iris-virginica
+7,5.1089477161730255,3.065135828014542,1.5100223820547058,0.2615309995026832,Iris-setosa
+8,6.211317770472716,3.054117024694778,5.011178502412026,1.7040188084563872,Iris-virginica
+9,5.1089477161730255,3.060365264545218,1.5100223820547056,0.2615309296566463,Iris-setosa
+10,6.2172257449533,3.054137051038201,5.013054166166188,1.7042326981171787,Iris-virginica
+11,5.1089477161730255,3.054988355874124,1.5100223820547056,0.261530862334244,Iris-setosa
+12,6.214867415889741,3.0541113546367145,5.007383563542101,1.7024001286194443,Iris-virginica
+13,5.1089477161730255,3.054517777982201,1.5100223820547056,0.26153084036603563,Iris-setosa
+14,6.20373751848412,3.0541426909355787,4.987701657247214,1.7038049481594617,Iris-virginica
+15,6.188851330552366,3.054179675634165,4.95277460344391,1.702623173281047,Iris-versicolor
+16,5.1089477161730255,3.087867892174786,1.5100223820547092,0.26153142849354927,Iris-setosa
+17,6.180383343805824,3.0540225551402425,4.913670167144763,1.6918923459323065,Iris-versicolor
+18,6.184537317773159,3.054076400212639,4.936034625551211,1.6996922124956795,Iris-versicolor
+19,6.23069814825868,3.054115826643904,5.0358491382496915,1.7006910146012881,Iris-virginica
+20,5.1089477161730255,3.0548098635249263,1.5100223820547056,0.2615308507465861,Iris-setosa
+21,6.217576015810302,3.0540979379925646,5.011328734610351,1.700947628686749,Iris-virginica
+22,6.179479979438269,3.054117790962352,4.900306916341831,1.673312975703068,Iris-versicolor
+23,6.210086318945934,3.054137389019001,5.000850382715369,1.7037839203689313,Iris-virginica
diff --git a/iris/lct_gan/3/28/test.csv b/iris/lct_gan/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/train.csv b/iris/lct_gan/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/28/val.csv b/iris/lct_gan/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/synth.csv b/iris/lct_gan/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3dbcf0bdf350bd7d7e53e4d0aa124efce9feaca
--- /dev/null
+++ b/iris/lct_gan/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173193,3.199861667183669,1.5100223820574954,0.26154404770439144,Iris-setosa
+1,6.203000012364731,3.0541030240174916,4.99276821687409,1.7049441291192766,Iris-virginica
+2,6.179562306047599,3.054006732546213,4.906681452701519,1.6855897053631472,Iris-versicolor
+3,5.1089477161730255,3.055640134891996,1.5100223820547056,0.26153087561350497,Iris-setosa
+4,5.108947716231718,3.0543224329534384,1.5100223821412404,0.2615427204600628,Iris-setosa
+5,5.108947716455132,3.0540049559384954,4.899491295446355,1.665454688342791,Iris-versicolor
+6,6.276538517497975,3.0541193002166693,5.098110741679416,1.7039025177600529,Iris-virginica
+7,5.108947716173026,3.0540758772177887,1.5100223820547072,0.2615309445600388,Iris-setosa
+8,6.232146294025827,3.05413095481895,5.037785622781447,1.7030231417591106,Iris-virginica
+9,5.108947716481129,3.0541244439720177,4.899491294546961,1.6654721406047386,Iris-versicolor
+10,5.1089477161730255,3.056799368686616,1.5100223820547056,0.2615308928208664,Iris-setosa
+11,5.1089477161730255,3.0587516309098493,1.5100223820547056,0.2615309227526131,Iris-setosa
+12,5.108947716173029,3.4358312670329783,1.5100223820549288,0.2615357415055474,Iris-setosa
+13,5.1089477161730255,3.056720288625323,1.5100223820547056,0.26153090750551045,Iris-setosa
+14,5.1089477161730255,3.0574075395280507,1.5100223820547056,0.26153089350471453,Iris-setosa
+15,5.1089477161730255,3.0554556143800418,1.5100223820547056,0.261530865846548,Iris-setosa
+16,5.1089477161730255,3.055484513499258,1.510022382054706,0.2615309584977044,Iris-setosa
+17,5.1089477161730255,3.054315758386051,1.5100223820547056,0.26153087959874227,Iris-setosa
+18,5.1089477161730255,3.057228191158712,1.5100223820547056,0.26153090685027913,Iris-setosa
+19,6.2122711899925225,3.0541548540435053,5.008284819156778,1.7046543632293814,Iris-virginica
+20,5.108947716173071,3.1186288096676034,1.5100223820553158,0.26153667520956914,Iris-setosa
+21,5.1089477161730255,3.0549304610409997,1.5100223820547056,0.26153085627535144,Iris-setosa
+22,5.1089477161730255,3.0547844176156107,1.5100223820547056,0.26153086394747116,Iris-setosa
+23,6.180435774593898,3.054176532546048,4.908905886188452,1.685487326613876,Iris-versicolor
+24,6.191673226166277,3.05416698770766,4.960685150385305,1.7040762507031022,Iris-versicolor
+25,6.179518631026577,3.054011102805893,4.90428187338497,1.680878724980461,Iris-versicolor
+26,6.202852255136898,3.0541000578184034,4.9923413770821705,1.7039378098640354,Iris-virginica
+27,5.1089506113202,3.0547676359985463,4.899502197793452,1.6678050067818582,Iris-versicolor
+28,5.108947716173083,3.0540455943230227,1.510022382054816,0.2615314107316483,Iris-setosa
+29,5.1089477161730255,3.0547162275995556,1.5100223820547056,0.2615308469041825,Iris-setosa
+30,5.108947716173026,3.059608113497924,1.510022382054709,0.26153122315335114,Iris-setosa
+31,5.1089477161730255,3.0597645236466873,1.5100223820547056,0.2615309231861562,Iris-setosa
+0,6.237915089363147,3.0541291477938883,5.051351032484991,1.7027663058133307,Iris-virginica
+1,5.108947716636663,3.0545009411250477,1.5100223828052406,0.26156219427483995,Iris-setosa
+2,6.206461924836194,3.054143404076072,4.994741602846168,1.7041817257088845,Iris-virginica
+3,5.1089477161730255,3.0612967034062275,1.5100223820547056,0.261530948848901,Iris-setosa
+4,5.108947716173209,3.0540102228210246,4.8994912936653385,1.6654290946528483,Iris-versicolor
+5,5.1089477161730255,3.0554626524101094,1.5100223820547056,0.26153086532183883,Iris-setosa
+6,6.179627135872507,3.0545413641921626,4.900444402357202,1.675648283946347,Iris-versicolor
+7,5.1089477161730255,3.0546516376978268,1.510022382054706,0.2615309473576901,Iris-setosa
+8,6.210816619028091,3.054138867835929,5.002674593317357,1.704017059675049,Iris-virginica
+9,5.108947716173026,3.0555171685420506,1.5100223820547087,0.2615311470267905,Iris-setosa
+10,6.208319197271407,3.0541171063097456,4.996233562909977,1.7033166564358668,Iris-virginica
+11,6.180718485365954,3.054148809052142,4.912701147891262,1.6880046777742121,Iris-versicolor
+12,5.108947717056426,3.0543497638679056,4.8994912960625525,1.665502332518123,Iris-versicolor
+13,5.1089477161730255,3.057368456712276,1.5100223820547056,0.261530893159996,Iris-setosa
+14,5.1089477161730255,3.132136051035257,1.5100223820547105,0.2615315937101432,Iris-setosa
+15,6.222182067958816,3.0541213079398415,5.022936235560051,1.7044715013867349,Iris-virginica
+16,5.10894771617933,3.1378744067776214,1.5100223820984642,0.26157225604586504,Iris-setosa
+17,6.199252542541293,3.054140818897762,4.979577937420009,1.7047221219809305,Iris-virginica
+18,5.1089477161730255,3.0554689494784,1.5100223820547056,0.2615308664703708,Iris-setosa
+19,6.206503181072578,3.054148915092486,4.9946369893577485,1.7043824799337293,Iris-virginica
+20,6.193833866076057,3.0541214715093674,4.970703175416189,1.7029327369417628,Iris-virginica
+21,5.108947716173051,3.0552844452667998,1.510022382054796,0.2615319925544679,Iris-setosa
+22,6.259584262415321,3.0541226184581287,5.070826888541167,1.7023918838984715,Iris-virginica
+23,6.189278295230166,3.0540953287913557,4.952684266516795,1.700588397678439,Iris-virginica
+24,6.179533929814085,3.0543681773818436,4.900191477594523,1.6739759587736636,Iris-versicolor
+25,5.1089477161730255,3.056220708127059,1.5100223820547056,0.2615308919329229,Iris-setosa
+26,5.108947824198844,3.0541210361540756,4.899491757598801,1.6658929710675372,Iris-versicolor
+27,5.1089477161730255,3.0552049128203698,1.5100223820547056,0.2615308577741567,Iris-setosa
+28,5.1089477161730255,3.054505040764733,1.5100223820547063,0.2615309582297096,Iris-setosa
+29,6.179366833274669,3.0540085894856066,4.899494129780853,1.6662588796534223,Iris-versicolor
+30,6.179487071345198,3.0542857350203416,4.899986804134495,1.6729260700669495,Iris-versicolor
+31,6.180704407152856,3.0542021337112066,4.910906606647623,1.6867144719275295,Iris-versicolor
+0,5.1089477161730255,3.0546051365606974,1.5100223820547056,0.2615308530933721,Iris-setosa
+1,5.1089477161730255,3.118346044808242,1.5100223820547078,0.2615313912042634,Iris-setosa
+2,5.108947716173026,3.0569015232072463,1.5100223820547107,0.2615312312214525,Iris-setosa
+3,5.1089477161730255,3.054207506753172,1.5100223820547056,0.2615308700213757,Iris-setosa
+4,5.1089477161730255,3.0549808837716625,1.5100223820547056,0.2615308521798654,Iris-setosa
+5,5.1089477161730255,3.0591425572721995,1.5100223820547056,0.2615309279652369,Iris-setosa
+6,5.1089477161730255,3.062039286364178,1.5100223820547058,0.2615309866240528,Iris-setosa
+7,6.198048268427765,3.0541829925675708,4.980110447528582,1.7066496444325525,Iris-virginica
+8,5.1089477161730255,3.0543372323920988,1.5100223820547056,0.261530847872194,Iris-setosa
+9,6.224474658664914,3.0541236761825745,5.027634218523204,1.7017920486368392,Iris-virginica
+10,6.182239429730335,3.054124602736964,4.926413183132277,1.6950073414836246,Iris-versicolor
+11,5.1089477161730255,3.0551321225827657,1.5100223820547056,0.2615308645001534,Iris-setosa
+12,5.1089477161730255,3.0565579900239364,1.5100223820547056,0.2615309204842401,Iris-setosa
+13,6.17937826373043,3.0544305005029972,4.899523385509185,1.6684905574106945,Iris-versicolor
+14,5.108947716173027,3.0547442349284095,1.5100223820547134,0.2615312014427203,Iris-setosa
+15,6.195422528174877,3.054133064469645,4.970590907739843,1.7030538531000357,Iris-virginica
+16,6.194172316968349,3.05413872952189,4.966321321670565,1.7031674749472383,Iris-virginica
+17,5.1089477161730255,3.0575703422329816,1.5100223820547056,0.26153089983542466,Iris-setosa
+18,5.1089477161730255,3.066413512558533,1.5100223820547058,0.261530990083658,Iris-setosa
+19,5.1089477161730255,3.0562145214383265,1.5100223820547056,0.2615308770672,Iris-setosa
+20,5.1089477161730255,3.055596285731928,1.5100223820547058,0.26153091927167765,Iris-setosa
+21,5.1089477161730255,3.0575079867375137,1.5100223820547056,0.2615309139574164,Iris-setosa
+22,6.179458880800826,3.054023677592879,4.901221102615398,1.6759914488417758,Iris-versicolor
+23,5.1089477161730255,3.0588429390540917,1.5100223820547058,0.26153093934346117,Iris-setosa
+24,5.108947716173027,3.057602727213117,1.5100223820547147,0.2615314167074761,Iris-setosa
+25,6.224155601884824,3.054135298649512,5.030537119321757,1.7040467595939317,Iris-virginica
+26,6.179736839745672,3.0540377300121557,4.905818167471404,1.6830067912158897,Iris-versicolor
+27,5.108947716173028,3.2377749546852166,1.5100223820547825,0.26153377072717743,Iris-setosa
+28,6.209317314300795,3.0541554442144294,5.002056123676725,1.7044993252808611,Iris-virginica
+29,6.199324675420184,3.054137597892443,4.979255748637038,1.703671639471598,Iris-virginica
+30,6.1805991789479515,3.0540533911119363,4.9154497189370465,1.6900244060269478,Iris-versicolor
+31,5.1089477161730255,3.0583111325544547,1.5100223820547056,0.2615309038252083,Iris-setosa
+0,5.1089477161730255,3.0564298952002247,1.5100223820547058,0.26153092607759426,Iris-setosa
+1,5.1089477161730255,3.0551629873033286,1.5100223820547056,0.2615308611891417,Iris-setosa
+2,5.108947720237644,3.062850581150755,1.5100223921816907,0.2617194328457861,Iris-setosa
+3,6.181908532244474,3.0542407953213027,4.922790945004157,1.693601471369744,Iris-versicolor
+4,5.1089477161730255,3.05487468404648,1.5100223820547056,0.2615308505468434,Iris-setosa
+5,5.1089477161730255,3.187980017874154,1.5100223820547123,0.2615317887446203,Iris-setosa
+6,5.1089477161730255,3.121429276515115,1.5100223820547136,0.2615317010339397,Iris-setosa
+7,5.1089477161730255,3.0542011895609873,1.5100223820547056,0.2615308328743396,Iris-setosa
+8,6.1794321801923235,3.054409645533084,4.899730601992688,1.6716479996534521,Iris-versicolor
+9,5.1089477161730255,3.0578137020930254,1.5100223820547056,0.26153093209709655,Iris-setosa
+10,6.234171893244068,3.054119059056955,5.039631795399774,1.7012654011792685,Iris-virginica
+11,5.1089477161730255,3.0541226765784497,1.5100223820547056,0.26153087020133786,Iris-setosa
+12,6.211387120214935,3.054081065195394,5.01143683125455,1.706285793509364,Iris-virginica
+13,5.108947721600605,3.0540150372119013,4.89949132680385,1.6655391669578798,Iris-versicolor
+14,6.233480269837752,3.054131547580825,5.0412927291661696,1.703019963936306,Iris-virginica
+15,5.1089477161730255,3.057815722531983,1.5100223820547056,0.2615309036112284,Iris-setosa
+16,5.108947716173028,3.054282000855726,1.510022382054714,0.26153113194627303,Iris-setosa
+17,6.207886355378641,3.0541347991115755,4.99670103743486,1.7040377481497975,Iris-virginica
+18,5.108947716173405,3.0724669440844634,1.5100223820569236,0.2615383155833738,Iris-setosa
+19,6.181768674920801,3.0542977407845724,4.9184888771002075,1.6927806469171116,Iris-versicolor
+20,5.1089477161730255,3.0568624506546573,1.5100223820547056,0.2615308876092339,Iris-setosa
+21,5.108947716173164,3.054040351982604,1.5100223820550043,0.2615315986988569,Iris-setosa
+22,5.1089477161730255,3.0546699839979596,1.5100223820547056,0.26153084659582326,Iris-setosa
+23,6.208805094449909,3.0541113525111285,4.99647547026762,1.7030760391319375,Iris-virginica
diff --git a/iris/lct_gan/3/29/test.csv b/iris/lct_gan/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/train.csv b/iris/lct_gan/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/29/val.csv b/iris/lct_gan/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/synth.csv b/iris/lct_gan/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e17bce8c71974bfffac9e83d83b8efdf785f7cc
--- /dev/null
+++ b/iris/lct_gan/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173039,3.0581192765812792,1.5100223820547678,0.2615321007809693,Iris-setosa
+1,5.1089477161730255,3.057119134544918,1.5100223820547056,0.26153089469414076,Iris-setosa
+2,6.179601100372317,3.054014173294704,4.906157517597189,1.6827360433230467,Iris-versicolor
+3,6.217670346853422,3.054147022377368,5.017592849469828,1.7039780057335985,Iris-virginica
+4,6.202882152940756,3.054146710054533,4.9881939891225935,1.7035029701640652,Iris-virginica
+5,6.200431824199065,3.0541715160491747,4.984776538042041,1.7051347038706608,Iris-virginica
+6,5.1089477161730255,3.0555421452124683,1.510022382054706,0.2615309648520179,Iris-setosa
+7,6.179366817110735,3.0540078299390987,4.8994942566340125,1.6661508333212083,Iris-versicolor
+8,5.1089477161730255,3.0628156903433394,1.5100223820547058,0.26153096224067535,Iris-setosa
+9,6.23592031659056,3.0541278509975816,5.0450127520464205,1.702205978001742,Iris-virginica
+10,5.1089477161730255,3.0573060712322055,1.5100223820547056,0.26153089929103746,Iris-setosa
+11,5.1089477161737165,3.055761240586703,1.5100223820571694,0.2615355571076373,Iris-setosa
+12,6.20115002683946,3.0541474579213213,4.982814452002629,1.7040032553954938,Iris-virginica
+13,5.108947716339261,3.1185055484019912,1.5100223828766017,0.2616505035441857,Iris-setosa
+14,5.1089477161730255,3.0601068222291,1.5100223820547056,0.2615309296746835,Iris-setosa
+15,6.191545408244254,3.0540614628183964,4.967490061136854,1.708088424914638,Iris-virginica
+16,5.1089477161730255,3.0666745758106053,1.5100223820547058,0.2615310280500067,Iris-setosa
+17,6.1795526479899205,3.054052277182083,4.9018937446694615,1.6767209728791548,Iris-versicolor
+18,5.1089477161730255,3.054732072449354,1.5100223820547056,0.2615308974538432,Iris-setosa
+19,5.1089477161730255,3.123804630126672,1.51002238205471,0.26153159786570307,Iris-setosa
+20,6.249678738780098,3.054115049798708,5.057955496063501,1.70073376186452,Iris-virginica
+21,6.190053430863253,3.054039736817175,4.96691800439066,1.7117974824653164,Iris-virginica
+22,5.10894771617308,3.114125082190585,1.5100223820554517,0.26153704123136995,Iris-setosa
+23,6.179434133882631,3.0540910640917183,4.899947032129425,1.6715908025134498,Iris-versicolor
+24,6.205055924905229,3.0541424003213944,4.990558864294802,1.7036016849554207,Iris-virginica
+25,6.181540092566527,3.0541155955838684,4.920687894337096,1.6927243939069596,Iris-versicolor
+26,6.218207553582635,3.0541299585855777,5.01559629457106,1.70296002249835,Iris-virginica
+27,5.1089477161730255,3.0565265738080587,1.510022382054706,0.26153098317896395,Iris-setosa
+28,6.2195321899910425,3.0541410046035713,5.021755877236599,1.7040045147790694,Iris-virginica
+29,5.1089477161730255,3.0550787032030478,1.5100223820547056,0.2615308551025837,Iris-setosa
+30,6.228301839697806,3.054135098429344,5.039608107439099,1.7035731269646508,Iris-virginica
+31,5.1089477161730255,3.0544596539379243,1.5100223820547056,0.2615308519442077,Iris-setosa
+0,5.1089477161730255,3.055557725433061,1.5100223820547056,0.26153086707142204,Iris-setosa
+1,5.1089477161730255,3.0621267987395346,1.5100223820547056,0.26153094778665265,Iris-setosa
+2,5.108947716173396,3.1057571291697896,1.5100223820583625,0.2615420079789863,Iris-setosa
+3,5.1089477161730255,3.054849507545795,1.5100223820547056,0.26153085014055844,Iris-setosa
+4,6.1793712992498975,3.0540181803031623,4.899536026150384,1.6677720179060955,Iris-versicolor
+5,5.1089477161730255,3.0571605098746972,1.5100223820547056,0.26153089151954206,Iris-setosa
+6,6.180974806972226,3.054074350946203,4.919028575516805,1.6916086632565996,Iris-versicolor
+7,6.181240975092246,3.054255218443145,4.914115112155305,1.6897384704902074,Iris-versicolor
+8,6.187963268730545,3.054146142875158,4.9480758481832,1.7009180233847672,Iris-versicolor
+9,5.1089477161730255,3.058033238884875,1.5100223820547056,0.2615309017202472,Iris-setosa
+10,5.1089477161730255,3.0547484018322106,1.5100223820547056,0.26153087594622526,Iris-setosa
+11,5.1089477161730255,3.0552200985120206,1.5100223820547056,0.2615308580230033,Iris-setosa
+12,5.1089477161730255,3.0545082791017557,1.5100223820547056,0.2615308407379923,Iris-setosa
+13,5.1089477161730565,3.0565928399798477,1.5100223820548204,0.2615323489667416,Iris-setosa
+14,5.108947716173211,3.05561208439739,1.5100223820552883,0.26153319629075883,Iris-setosa
+15,6.179391693807156,3.0540363730737052,4.899716875170645,1.6702075584816256,Iris-versicolor
+16,5.108947716173026,3.055131206945589,1.5100223820547087,0.26153110835621485,Iris-setosa
+17,5.108949591526371,3.0548028310792392,4.899497032505454,1.667310600441052,Iris-versicolor
+18,6.179396735946585,3.054010914924188,4.90021624378186,1.6724918045936872,Iris-versicolor
+19,6.20531048988306,3.0540771484567504,4.999098830617891,1.7101889168487994,Iris-virginica
+20,6.2208425258735485,3.0541381212394616,5.023132542968052,1.702885679715569,Iris-virginica
+21,5.1089477161730255,3.054141101990641,1.5100223820547056,0.26153086828504984,Iris-setosa
+22,5.1089477161730255,3.0551423986479973,1.5100223820547056,0.26153089846419036,Iris-setosa
+23,5.1089477161730255,3.0599751523956193,1.5100223820547056,0.2615309255680965,Iris-setosa
+24,5.108947716173067,3.056567724152703,1.5100223820548835,0.2615325168579964,Iris-setosa
+25,6.179367299684527,3.0540025274693106,4.899507571326798,1.666948354640567,Iris-versicolor
+26,5.108953582558192,3.056217424712514,4.899509368005332,1.669093324572756,Iris-versicolor
+27,6.179366496447137,3.0540020330769204,4.899491364383822,1.6655747835045405,Iris-versicolor
+28,5.1089477161730255,3.0723467464804735,1.5100223820547067,0.2615311608002181,Iris-setosa
+29,5.1089477161730255,3.0548257373531325,1.5100223820547056,0.2615308670680607,Iris-setosa
+30,6.179419573467095,3.0540320979788187,4.900160297350912,1.6722531803621457,Iris-versicolor
+31,6.1793683131013415,3.054002231999451,4.899541331100674,1.667671631821381,Iris-versicolor
+0,6.1817536575210825,3.0541653905999677,4.921949737869518,1.6932829647805807,Iris-versicolor
+1,5.108947716175178,3.055436550914637,1.5100223820607337,0.2615363740264618,Iris-setosa
+2,5.1089477161730255,3.0782140448662036,1.5100223820547067,0.2615312013032992,Iris-setosa
+3,5.1089477161730255,3.055188507218265,1.5100223820547056,0.2615308614406375,Iris-setosa
+4,6.179628338156873,3.0542157804909507,4.901106773850406,1.6761229761217837,Iris-versicolor
+5,6.199875185710008,3.054139202471131,4.979045389790907,1.703147269344949,Iris-virginica
+6,6.229556549100175,3.0541362908329504,5.035765917716255,1.704283836920712,Iris-virginica
+7,6.197651978210698,3.0541420361795324,4.973938970855335,1.7033156711150383,Iris-virginica
+8,5.108947716173033,3.054018912883652,1.5100223820547223,0.26153105895313195,Iris-setosa
+9,5.108947716173029,3.0717758235581587,1.5100223820547343,0.2615319813420768,Iris-setosa
+10,6.206856078898261,3.0541451052871835,4.995234860227931,1.7041858268621344,Iris-virginica
+11,5.108947716173279,3.251992199231392,1.5100223820599747,0.2615474108120835,Iris-setosa
+12,5.1089477161730255,3.054718216896787,1.5100223820547056,0.26153087903863664,Iris-setosa
+13,5.1089477161730255,3.0550690875033975,1.5100223820547056,0.26153085866788284,Iris-setosa
+14,6.2084545391440695,3.054083678641487,5.0027779873885825,1.7078017454932986,Iris-virginica
+15,6.180154736701712,3.0541343413684516,4.9070649547190275,1.6838270903815902,Iris-versicolor
+16,6.205365382931389,3.0541503749049115,4.993750873276545,1.7048474697985236,Iris-virginica
+17,5.1089477161730255,3.0699379952544352,1.510022382054706,0.26153107174587187,Iris-setosa
+18,6.214672719026192,3.054114352820217,5.007558921988048,1.7025381322631767,Iris-virginica
+19,5.1089477161730255,3.062976917347371,1.5100223820547058,0.26153096770415685,Iris-setosa
+20,5.108947716173029,3.0541320381007413,1.5100223820547156,0.26153110592092627,Iris-setosa
+21,5.108947716183207,3.055178485921531,1.5100223820862968,0.2615423362343064,Iris-setosa
+22,6.179367852219785,3.0540042604028717,4.899515738919715,1.6671619532116475,Iris-versicolor
+23,5.1089477161730255,3.054184790650077,1.5100223820547056,0.26153087521077784,Iris-setosa
+24,6.207162346635492,3.0541259287758042,4.99397418295862,1.7033901639798001,Iris-virginica
+25,5.1089477161730255,3.054915654684751,1.5100223820547056,0.26153085575716556,Iris-setosa
+26,6.249019637357607,3.0541258404193323,5.062950929274137,1.7025815614206243,Iris-virginica
+27,6.241891851442892,3.0541120566210247,5.0567772388896755,1.7068842454066544,Iris-virginica
+28,5.1089477161730255,3.0549058486130636,1.5100223820547056,0.261530855121467,Iris-setosa
+29,6.187768486114037,3.054107440539332,4.9479017748153735,1.7007690931203234,Iris-versicolor
+30,6.179972832541208,3.0540126152493765,4.913644526553222,1.693062089782392,Iris-versicolor
+31,5.1089477161730255,3.0541610623905786,1.5100223820547063,0.26153093003837935,Iris-setosa
+0,5.108947716173026,3.0565430566859164,1.5100223820547116,0.2615312642621551,Iris-setosa
+1,5.1089477161730255,3.056808912443345,1.5100223820547056,0.2615308882266474,Iris-setosa
+2,5.108947716789216,3.080915622898603,1.5100223842972103,0.26167761664094746,Iris-setosa
+3,6.1793678142173425,3.0540351669103862,4.899498649475218,1.6666205839556747,Iris-versicolor
+4,6.18774527076634,3.054166888220159,4.947505642449773,1.7010356452430158,Iris-versicolor
+5,5.1089477161730255,3.067866639625276,1.5100223820547063,0.26153107321968366,Iris-setosa
+6,6.179406351043359,3.0540097037298954,4.900517561135432,1.6734281391532226,Iris-versicolor
+7,6.182056778717336,3.0542402263433543,4.9241576334015935,1.6944963743303658,Iris-versicolor
+8,5.108947716565206,3.127508617957047,1.5100223839319975,0.2617244286360149,Iris-setosa
+9,5.108947716173109,3.0558345609882944,1.510022382054997,0.2615328667760456,Iris-setosa
+10,6.226962665722799,3.0541254649074703,5.0305094666918455,1.7020869695165,Iris-virginica
+11,5.1089477161730255,3.054895106478447,1.5100223820547056,0.2615308615573041,Iris-setosa
+12,5.1089477161730255,3.055774502232848,1.5100223820547056,0.26153090374751603,Iris-setosa
+13,5.108947716173026,3.075882967041268,1.510022382054711,0.26153147269163113,Iris-setosa
+14,6.207582287936835,3.054137115497549,4.996307153174292,1.7039844331575467,Iris-virginica
+15,6.2370586864181385,3.0541189135863562,5.044141450320771,1.7014471374070612,Iris-virginica
+16,5.1089477161730255,3.0545316101407414,1.5100223820547056,0.2615308548980782,Iris-setosa
+17,5.1089477161730255,3.0549097038480566,1.5100223820547056,0.26153088085063797,Iris-setosa
+18,6.212959277309359,3.0541460218425134,5.008284293869371,1.7040771870841545,Iris-virginica
+19,6.200513660408663,3.054127672146474,4.980635741188735,1.7032005419227272,Iris-virginica
+20,5.108947716179093,3.0624771983967154,1.5100223820766339,0.26154695764056807,Iris-setosa
+21,6.184521188896577,3.0540562577606365,4.937040791691828,1.6988194564151384,Iris-virginica
+22,5.1089477161730255,3.056385007244748,1.5100223820547056,0.26153088413711767,Iris-setosa
+23,5.1089477161730255,3.0581613451792067,1.5100223820547056,0.26153092489169455,Iris-setosa
diff --git a/iris/lct_gan/3/3/test.csv b/iris/lct_gan/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/train.csv b/iris/lct_gan/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/3/val.csv b/iris/lct_gan/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/synth.csv b/iris/lct_gan/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c14a88ccd5b7910077f7eedd47a51ce1002c23d8
--- /dev/null
+++ b/iris/lct_gan/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189280773002643,3.0541402764959313,4.953374300313173,1.701739037071201,Iris-versicolor
+1,5.108947716180224,3.0557200043130313,1.5100223820766703,0.2615417282201473,Iris-setosa
+2,5.1089477161730255,3.0598658474529734,1.5100223820547056,0.2615309389903051,Iris-setosa
+3,5.1089477161730255,3.0666114616443334,1.510022382054706,0.2615310540948606,Iris-setosa
+4,5.108947716173142,3.1852925088585278,1.5100223820566538,0.26154173461483093,Iris-setosa
+5,6.227214179847406,3.0541285931793696,5.033387403831735,1.7047292867641741,Iris-virginica
+6,6.179366501411158,3.054012991256475,4.899491350955947,1.6655725094362706,Iris-versicolor
+7,5.108947716173036,3.0976946472004325,1.5100223820548473,0.2615337709672789,Iris-setosa
+8,5.10894771988164,3.054024156606016,4.899491310890615,1.6655324285242026,Iris-versicolor
+9,5.108947716191377,3.0540525073679867,4.899491293728828,1.6654403768642667,Iris-versicolor
+10,5.1089477161730255,3.0627900364032694,1.5100223820547076,0.2615311934005525,Iris-setosa
+11,6.2587117128156775,3.0541235802041777,5.076365243807188,1.702692527469302,Iris-virginica
+12,5.108947716173031,3.054284383021678,1.5100223820547223,0.26153123504798953,Iris-setosa
+13,6.180973965652042,3.054347628722752,4.910289927830576,1.6884435908948927,Iris-versicolor
+14,5.108947716173394,3.0775796431326583,1.5100223820571501,0.2615400156423505,Iris-setosa
+15,5.1089477161730255,3.054852779992818,1.5100223820547056,0.26153084891875233,Iris-setosa
+16,5.1089477161730255,3.0547266587193906,1.5100223820547056,0.26153085552103505,Iris-setosa
+17,5.108947716173031,3.057796750932154,1.5100223820547347,0.2615317097506978,Iris-setosa
+18,6.180562886622664,3.0542988084577685,4.907497700085884,1.6850196450613877,Iris-versicolor
+19,5.1089477161730255,3.0596237654601985,1.5100223820547058,0.261530948931829,Iris-setosa
+20,5.108947716173033,3.0568752365719485,1.51002238205474,0.261531674994236,Iris-setosa
+21,5.108947716173026,3.1088953490145372,1.5100223820547172,0.2615318369646293,Iris-setosa
+22,5.10894771617304,3.0541201395591333,1.5100223820547392,0.2615312781731808,Iris-setosa
+23,6.179959062132428,3.054554825215788,4.902182618740184,1.680122078519082,Iris-versicolor
+24,6.205778544868757,3.05412629123229,4.992339438521503,1.7040130531386999,Iris-virginica
+25,5.108947716173027,3.0548473813557746,1.5100223820547138,0.2615312327888573,Iris-setosa
+26,5.1089477161730255,3.0642068889436453,1.5100223820547065,0.26153110760881476,Iris-setosa
+27,5.108947717483187,3.0540302328240028,4.8994913004163445,1.6654920522911725,Iris-versicolor
+28,6.202475421778101,3.0540971289051173,4.990149465295471,1.7069303173120198,Iris-virginica
+29,5.108947716173028,3.0598852472892664,1.5100223820547207,0.26153160337937664,Iris-setosa
+30,6.2579117813311775,3.0541274204846016,5.073424422260607,1.702746481941296,Iris-virginica
+31,5.1089477161730255,3.0545353321052464,1.510022382054706,0.2615309405868339,Iris-setosa
+0,6.192713567115841,3.0541580817022864,4.963818095800898,1.7035898480548708,Iris-virginica
+1,6.196594588457488,3.054125058052643,4.971551445790422,1.7023498315800625,Iris-virginica
+2,6.18088374238479,3.054352135695207,4.909476903303321,1.6870465413600186,Iris-versicolor
+3,6.179426433676546,3.0546084947858185,4.899675644384017,1.6712137863826177,Iris-versicolor
+4,5.1089477161730255,3.054503995076891,1.5100223820547056,0.2615308617305436,Iris-setosa
+5,5.1089477161730255,3.0569897570242026,1.5100223820547056,0.2615309033406642,Iris-setosa
+6,6.213824863489896,3.0541245286055694,5.007890665999084,1.703070205510608,Iris-virginica
+7,5.1089477161730255,3.068597120878331,1.510022382054706,0.2615310501801314,Iris-setosa
+8,5.1089477161730255,3.057918279932971,1.5100223820547056,0.26153090763942805,Iris-setosa
+9,5.1089477161730255,3.0547731736413875,1.5100223820547056,0.2615308599034618,Iris-setosa
+10,5.108947716173048,3.0540153317298064,4.89949129366461,1.665428245634902,Iris-versicolor
+11,6.179640509608493,3.0540698753481568,4.90256188426004,1.6785322258416786,Iris-versicolor
+12,5.1089477161730255,3.0635578136715513,1.5100223820547056,0.2615309623498559,Iris-setosa
+13,6.2078284003222315,3.054127705262857,5.000804132409891,1.703766941529223,Iris-virginica
+14,5.1089477161730255,3.058198125217791,1.5100223820547056,0.2615309083184165,Iris-setosa
+15,5.1089477161730255,3.056946520435467,1.5100223820547056,0.2615308882660832,Iris-setosa
+16,5.108947716173027,3.109033917318881,1.510022382054736,0.2615323686390169,Iris-setosa
+17,6.191894070013221,3.0541360960210793,4.9606545336335985,1.7019671355803647,Iris-virginica
+18,5.1089477161730255,3.0579275015061573,1.5100223820547056,0.2615309008296146,Iris-setosa
+19,5.108947716173067,3.0540775084732137,1.5100223820547978,0.26153144523707,Iris-setosa
+20,6.179949340980094,3.0543352727776107,4.902771432506408,1.679883596620723,Iris-versicolor
+21,5.108947716173038,3.0548598784951873,1.5100223820547478,0.2615315941386614,Iris-setosa
+22,5.1089477161730255,3.056364759991278,1.5100223820547056,0.2615308799678333,Iris-setosa
+23,5.108947716173031,3.1674181506657915,1.5100223820548186,0.26153393120081075,Iris-setosa
+24,6.207770347660829,3.0541258232511352,4.995532360502786,1.7035593618369165,Iris-virginica
+25,6.206882638611343,3.0541267639802925,4.994228734734554,1.7038301651948393,Iris-virginica
+26,6.179375441125557,3.0540072879028,4.899679222647987,1.6692178779346478,Iris-versicolor
+27,5.1089477161730255,3.0589675365462656,1.5100223820547058,0.26153094462446236,Iris-setosa
+28,5.108955758999872,3.0564258142757605,4.8995149439321315,1.6694240616198366,Iris-versicolor
+29,5.108947716226293,3.0554429770777074,1.510022382180145,0.26155133867483715,Iris-setosa
+30,5.108947716173026,3.063887520331011,1.5100223820547125,0.2615314340009331,Iris-setosa
+31,5.1089477161730255,3.0550251438616467,1.5100223820547056,0.2615308601847652,Iris-setosa
+0,6.180709366619439,3.054190352504478,4.910948038691828,1.6873995097082939,Iris-versicolor
+1,5.1089477161730255,3.0560391928168142,1.5100223820547056,0.2615308895056388,Iris-setosa
+2,6.181947486223074,3.0542420395565135,4.922250363291772,1.6941190682313594,Iris-versicolor
+3,6.1794393278027275,3.0540246842419387,4.900688668818109,1.6751211984777787,Iris-versicolor
+4,5.1089477161730255,3.117893472921404,1.5100223820547072,0.26153132922240335,Iris-setosa
+5,6.273675679378016,3.054122486042906,5.088095049174755,1.7024023733238487,Iris-virginica
+6,6.179664255944784,3.0544336238319656,4.900773580120386,1.6762244282779577,Iris-versicolor
+7,5.108947721022239,3.0540821354595415,4.899491314951213,1.6655630665829106,Iris-versicolor
+8,6.179973698524083,3.0540184044644754,4.912868262764306,1.6884413282459039,Iris-versicolor
+9,5.108947716173094,3.054138691286491,1.5100223820548757,0.26153165390550803,Iris-setosa
+10,5.1089477161730255,3.0545964439943747,1.5100223820547056,0.2615308432598238,Iris-setosa
+11,6.19930621273849,3.054064537057641,4.987284478991525,1.7051613499475051,Iris-virginica
+12,6.203430955143194,3.0541478228429844,4.989352573032353,1.7049795549919808,Iris-virginica
+13,6.1793712523084725,3.0540108375053667,4.899554680775446,1.6683127899948402,Iris-versicolor
+14,5.1089477161809125,3.0572453769641874,1.5100223820791212,0.261543581995825,Iris-setosa
+15,6.183704771928679,3.054146873561172,4.933090286455031,1.6978991863371584,Iris-versicolor
+16,5.1089477161730255,3.106863251077791,1.5100223820547072,0.26153129813396064,Iris-setosa
+17,5.1089477161730255,3.055099649661214,1.5100223820547056,0.2615309021975844,Iris-setosa
+18,6.210860781104566,3.054133708723534,5.00212125931516,1.70355474518469,Iris-virginica
+19,5.1089477161730255,3.054734443798713,1.5100223820547056,0.2615308598148367,Iris-setosa
+20,5.1089477161730255,3.0721499653854805,1.510022382054706,0.26153107460293323,Iris-setosa
+21,5.1089477161730255,3.0555390978512,1.5100223820547058,0.26153094564992985,Iris-setosa
+22,5.108947716173751,3.2695189968459126,1.510022382066802,0.2615599138704332,Iris-setosa
+23,6.211385597577038,3.0541516649597136,5.00606245320733,1.7043801895522006,Iris-virginica
+24,5.108947716173247,3.0688623940490283,1.5100223820560206,0.2615358044405664,Iris-setosa
+25,5.108948412696274,3.054601310304112,4.8994937719430816,1.6666995502218596,Iris-versicolor
+26,6.199746870002518,3.054160494821303,4.9831370847785275,1.7047776262125058,Iris-virginica
+27,6.243897572707033,3.0541222514989212,5.052900730389591,1.7016649291993458,Iris-virginica
+28,5.1089477161730255,3.0542670987600515,1.5100223820547067,0.26153096708643575,Iris-setosa
+29,5.108947716173219,3.129914553447837,1.5100223820569272,0.26154101852329953,Iris-setosa
+30,6.182293867346792,3.054146273101907,4.926052395105043,1.695059579800798,Iris-versicolor
+31,6.179380945480731,3.0540029826564643,4.900119195272401,1.6732156304097845,Iris-versicolor
+0,6.214611732637556,3.0541387047695,5.010005485605425,1.703706324722355,Iris-virginica
+1,5.1089477161730255,3.0570828970465156,1.5100223820547056,0.26153089345878394,Iris-setosa
+2,6.183188449530765,3.0542862050893507,4.9324186001973604,1.6987515214803945,Iris-versicolor
+3,6.182186284334273,3.0541852970552923,4.9246943207957345,1.6941226897748023,Iris-versicolor
+4,6.181388493710728,3.05426236431213,4.915303406070652,1.6906921827486274,Iris-versicolor
+5,6.180726464399876,3.054036900326017,4.916103690814938,1.6901556200923877,Iris-versicolor
+6,5.108947716173108,3.05406221066003,1.5100223820548817,0.2615314922923956,Iris-setosa
+7,6.179366729752573,3.054015846884199,4.899492654304483,1.6660664239833043,Iris-versicolor
+8,5.1089477161730255,3.0541918851779775,1.5100223820547065,0.2615309462880468,Iris-setosa
+9,6.179366905286797,3.0540098844408914,4.89949474643371,1.6662395149486426,Iris-versicolor
+10,6.2089353273983425,3.0541520574008016,5.000937611691994,1.7045526696369777,Iris-virginica
+11,5.108947716173027,3.054091976999592,1.5100223820547103,0.26153102917943605,Iris-setosa
+12,6.208391093109598,3.054118635298057,5.00014802967862,1.7055726104632762,Iris-virginica
+13,5.1089477161730255,3.054421595881142,1.5100223820547056,0.2615308430700625,Iris-setosa
+14,5.108947716173029,3.0540969146296675,1.510022382054714,0.2615310802221411,Iris-setosa
+15,5.1089477161730255,3.0547311089676192,1.510022382054706,0.26153095884394406,Iris-setosa
+16,5.1089477161730255,3.0544499198594677,1.5100223820547056,0.26153084867575105,Iris-setosa
+17,5.108947716244928,3.0573619878865497,1.510022382249792,0.26156345461308683,Iris-setosa
+18,6.20010547772032,3.054106473724577,4.981824597912017,1.7057860303022157,Iris-virginica
+19,5.1089477161730255,3.0575391485873715,1.5100223820547058,0.26153093865348853,Iris-setosa
+20,6.212569967243683,3.0541389530103102,5.006893207747918,1.7039178293847168,Iris-virginica
+21,6.180765065083259,3.0542392543341195,4.9107571021912255,1.6868230350331934,Iris-versicolor
+22,5.1089477161730255,3.0555742816625124,1.5100223820547056,0.2615308711156308,Iris-setosa
+23,5.1089477161730255,3.0547512423198486,1.5100223820547058,0.26153093104288117,Iris-setosa
diff --git a/iris/lct_gan/3/4/test.csv b/iris/lct_gan/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/train.csv b/iris/lct_gan/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/4/val.csv b/iris/lct_gan/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/synth.csv b/iris/lct_gan/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad1fbe45803c39c4f92778b2b9c29ce5bb633f4d
--- /dev/null
+++ b/iris/lct_gan/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055162938502886,1.5100223820547056,0.26153087163304756,Iris-setosa
+1,5.1089477161730255,3.0687792147505277,1.5100223820547076,0.26153121926738127,Iris-setosa
+2,5.1089477161730255,3.056302399263598,1.5100223820547058,0.2615309646809775,Iris-setosa
+3,5.1089477161730255,3.0589958548899014,1.5100223820547056,0.2615309139415213,Iris-setosa
+4,6.179366501397846,3.0540118137657744,4.899491343407052,1.6655727412757158,Iris-versicolor
+5,6.179407458949906,3.054002710678696,4.90203786160781,1.6794492577377966,Iris-versicolor
+6,6.188720137589104,3.0540601007263426,4.953165579863477,1.7050776466168522,Iris-virginica
+7,6.181761007177091,3.054183528705839,4.9218162945445885,1.6926763578852406,Iris-versicolor
+8,6.200426659500553,3.054138665376978,4.981441006783252,1.704054802030496,Iris-virginica
+9,5.1089477161730255,3.061928891511433,1.5100223820547067,0.26153111754586067,Iris-setosa
+10,6.189697258390039,3.0541434473172893,4.9524814555504255,1.701622795314643,Iris-versicolor
+11,6.201324455328936,3.0541401041725114,4.982753268526588,1.7037004258479904,Iris-virginica
+12,5.1089504418401015,3.0587846884305216,4.89949948958942,1.6687247377066365,Iris-versicolor
+13,5.1089477161730255,3.06153380232037,1.510022382054706,0.26153101469981027,Iris-setosa
+14,5.108947716173038,3.3364748177019523,1.510022382055182,0.2615373216625659,Iris-setosa
+15,5.1089477161730255,3.054566962137498,1.5100223820547056,0.26153087171317824,Iris-setosa
+16,5.1089477161730255,3.0557578217383514,1.5100223820547056,0.2615308723249572,Iris-setosa
+17,5.1089477161730255,3.0562220630688417,1.5100223820547056,0.2615308970134977,Iris-setosa
+18,6.179366583633853,3.0540059807650914,4.899492075308844,1.6658009737447723,Iris-versicolor
+19,6.191860499472895,3.054093131369039,4.958131840862775,1.7025578908821761,Iris-virginica
+20,5.108947716562406,3.061933074061562,1.5100223831192376,0.2616055528490684,Iris-setosa
+21,5.108947716173175,3.0540172449115532,4.899491293665214,1.665429109133454,Iris-versicolor
+22,6.179639210655967,3.054012622674779,4.907130647693654,1.6854635973476964,Iris-versicolor
+23,6.180283436990305,3.0540646853078526,4.912589576689737,1.6884736464428158,Iris-versicolor
+24,5.1089477161730255,3.0560804069542025,1.5100223820547058,0.26153093958832546,Iris-setosa
+25,6.179401002003765,3.054850952542004,4.8995704521121235,1.6699859489789617,Iris-versicolor
+26,6.186053655617584,3.0541639439686925,4.94201842453814,1.7001694862443135,Iris-versicolor
+27,6.259713335258688,3.054120734597524,5.069314973809323,1.7018910733801111,Iris-virginica
+28,6.181000653297382,3.0541643764814843,4.914715529731397,1.689425636021112,Iris-versicolor
+29,5.1089477161730255,3.0547136112920965,1.5100223820547058,0.26153091238014403,Iris-setosa
+30,5.108947716173053,3.0540235402300087,1.5100223820547656,0.26153121620102876,Iris-versicolor
+31,5.1089477161730255,3.055603717485982,1.5100223820547056,0.26153087758356286,Iris-setosa
+0,5.108947716173036,3.2279748952123937,1.5100223820549799,0.26153569887906347,Iris-setosa
+1,6.180611372948939,3.054442444436564,4.906648088352737,1.6850558343946014,Iris-versicolor
+2,5.1089477161730255,3.061808114339296,1.510022382054706,0.26153103309478054,Iris-setosa
+3,6.21017598725908,3.054153240836698,5.004034318529944,1.7045241703739393,Iris-virginica
+4,6.2048032450981285,3.05413968302972,4.990920380845641,1.7044135958434714,Iris-virginica
+5,5.1089477161730255,3.056867212974172,1.5100223820547058,0.2615309644046079,Iris-setosa
+6,5.1089477161730255,3.0565101963794055,1.5100223820547065,0.2615310383505775,Iris-setosa
+7,6.1804351194203795,3.0540101539226283,4.919154092629972,1.7013392284630733,Iris-virginica
+8,6.179667385709903,3.0540283634903345,4.905905760709832,1.6814827380676596,Iris-versicolor
+9,6.18442783460057,3.0541955458778025,4.935932472784156,1.6984900623570847,Iris-versicolor
+10,6.19258074345201,3.0541902040907596,4.965823005270801,1.706166615366231,Iris-versicolor
+11,6.198888894222757,3.0541413781030435,4.977917322578111,1.7030174843209758,Iris-virginica
+12,5.1089477161730255,3.0545432705286415,1.5100223820547067,0.26153099028510984,Iris-setosa
+13,6.179387545036645,3.05409818561708,4.8996077890934835,1.6694868064913087,Iris-versicolor
+14,6.179946087291492,3.0544014836841558,4.902366309284033,1.6796090558952204,Iris-versicolor
+15,5.108947716343453,3.054003063515017,4.899491294939099,1.6654511443717612,Iris-versicolor
+16,5.108947716310141,3.0540073620679964,4.899491294356507,1.6654505778524307,Iris-versicolor
+17,5.1089477161730255,3.05728555170245,1.5100223820547056,0.2615308932640092,Iris-setosa
+18,5.1089477161730255,3.0548931186401975,1.5100223820547056,0.26153085299051826,Iris-setosa
+19,6.237310077839325,3.054132311232293,5.047841312170078,1.7038421652279767,Iris-virginica
+20,6.224085518710797,3.054123308745425,5.026134172785384,1.7017949980740215,Iris-virginica
+21,6.222967439567004,3.0541401446592706,5.025802241171703,1.7044401701419771,Iris-virginica
+22,6.1882416409606416,3.054099656151768,4.9472055219913065,1.7001808565856633,Iris-versicolor
+23,6.208867720602435,3.0541228006422565,4.997735347098978,1.70359683665492,Iris-virginica
+24,6.198621905523614,3.05415822768856,4.978580991949407,1.7047057695703585,Iris-virginica
+25,5.1089477161730255,3.0544830881621765,1.5100223820547056,0.2615308485665221,Iris-setosa
+26,6.21620553015339,3.0541295938903086,5.012760017725262,1.7030832724308678,Iris-virginica
+27,5.1089477161730255,3.06009150351851,1.5100223820547058,0.26153094524373316,Iris-setosa
+28,6.184048721467997,3.0541101836147453,4.934076304071548,1.698382306757729,Iris-versicolor
+29,5.1089477161730255,3.0615358670318944,1.5100223820547058,0.26153096372574475,Iris-setosa
+30,5.108947716173026,3.224425349413949,1.5100223820547325,0.26153252032369756,Iris-setosa
+31,5.1089477161730255,3.0730937389860773,1.5100223820547058,0.26153106087006944,Iris-setosa
+0,6.180328872986239,3.054405657027603,4.904895321137292,1.6823132884851593,Iris-versicolor
+1,5.1089477161730255,3.0546780406995415,1.5100223820547056,0.26153084827769274,Iris-setosa
+2,6.180352432914423,3.054091147769385,4.911172345794634,1.6869847532611724,Iris-versicolor
+3,6.179459007240688,3.054071058035696,4.900296841004974,1.6728854924671315,Iris-versicolor
+4,5.1089477161730255,3.057165023060404,1.5100223820547056,0.26153090207904345,Iris-setosa
+5,5.10894771617657,3.0540360489532374,4.899491293676663,1.6654344047459195,Iris-versicolor
+6,5.108947716174916,3.0540361890721384,4.899491293672575,1.6654327174208807,Iris-versicolor
+7,5.1089477161730255,3.059940183105017,1.5100223820547058,0.2615309582557001,Iris-setosa
+8,5.1089477161730255,3.055387625502307,1.5100223820547056,0.2615308678598531,Iris-setosa
+9,6.210920841640121,3.054140158959813,5.004419516788037,1.7039831933498815,Iris-virginica
+10,5.1089477161730255,3.0556154156061828,1.5100223820547056,0.2615308696675816,Iris-setosa
+11,5.1089477161730255,3.054722785020725,1.5100223820547056,0.26153084847019437,Iris-setosa
+12,5.1089477161730255,3.0550591886605587,1.510022382054707,0.261531025807214,Iris-setosa
+13,5.108947855257111,3.0708769552195876,1.510022671051864,0.2622948249038698,Iris-setosa
+14,5.1089477161730255,3.0583437441296364,1.5100223820547056,0.26153090750929336,Iris-setosa
+15,5.1089477161730255,3.0544290270314787,1.5100223820547058,0.26153089862132967,Iris-setosa
+16,5.1089477161730255,3.054914998545187,1.5100223820547056,0.2615308577387602,Iris-setosa
+17,6.179454611731617,3.054034004827828,4.900689636730506,1.6738738834510052,Iris-versicolor
+18,5.108947716173027,3.1303545873437577,1.5100223820547383,0.26153251641152075,Iris-setosa
+19,5.1089477161730255,3.054573517345039,1.5100223820547056,0.26153087939100644,Iris-setosa
+20,6.203072044849913,3.0541343523862836,4.987445635917227,1.7044800103824995,Iris-virginica
+21,5.1089477161730255,3.074576441737353,1.5100223820547067,0.26153118539382103,Iris-setosa
+22,6.1799565210909995,3.0540221565330676,4.910165076706798,1.689033444073495,Iris-versicolor
+23,5.1089477161730255,3.0556947248786286,1.5100223820547058,0.261530956456204,Iris-setosa
+24,6.205683321437125,3.0540837402646233,5.000354298787085,1.7038943741812842,Iris-virginica
+25,5.108947716173026,3.07208022723826,1.5100223820547103,0.26153139894356975,Iris-setosa
+26,5.1089477161730255,3.05487266793416,1.5100223820547056,0.26153085283312544,Iris-setosa
+27,5.1089477161730255,3.056894400556204,1.5100223820547056,0.2615308901259806,Iris-setosa
+28,5.10894771617303,3.0540446492357844,1.5100223820547163,0.2615310561144383,Iris-setosa
+29,6.1957274601180545,3.0541686814477758,4.97289053471203,1.704466535630771,Iris-virginica
+30,5.1089477161730255,3.0546689054578606,1.5100223820547058,0.2615309056208759,Iris-setosa
+31,6.1793743339073375,3.0540067318528816,4.8996455109045405,1.6691742265090497,Iris-versicolor
+0,5.1089477161730255,3.0578547657036865,1.5100223820547056,0.2615309021514373,Iris-setosa
+1,5.108947716173042,3.0652129548506832,1.51002238205481,0.26153281186646754,Iris-setosa
+2,5.1089477161730255,3.0592339547665315,1.5100223820547058,0.2615309462742369,Iris-setosa
+3,5.1089477161730255,3.0579165392161403,1.5100223820547056,0.261530905674942,Iris-setosa
+4,5.1089477161730255,3.091361245621539,1.5100223820547063,0.26153116712400615,Iris-setosa
+5,6.179366535010396,3.054015992049795,4.899491512488909,1.6656911317051117,Iris-versicolor
+6,5.1089477161730255,3.054457250340025,1.5100223820547065,0.26153097355974025,Iris-setosa
+7,6.1923556147458525,3.0541836227221566,4.964184865225804,1.7056221897192732,Iris-versicolor
+8,5.10894771617305,3.0540572784759834,1.510022382054762,0.2615312543898747,Iris-setosa
+9,5.1089477161730255,3.0673893958443945,1.510022382054707,0.2615311765643046,Iris-setosa
+10,5.1089477161730255,3.0570492416449526,1.5100223820547056,0.2615308902896659,Iris-setosa
+11,5.108947716173088,3.0596216786123906,1.5100223820550098,0.2615331081416242,Iris-setosa
+12,5.1089477161730255,3.0566558181085957,1.5100223820547056,0.26153088914940054,Iris-setosa
+13,5.1089477161730255,3.0546959030200234,1.510022382054707,0.26153101475174567,Iris-setosa
+14,5.1089477161730255,3.067270505488559,1.510022382054706,0.26153104233911917,Iris-setosa
+15,6.190807789181944,3.05404254009762,4.961630017361583,1.707337672433646,Iris-virginica
+16,5.108947716173509,3.054025526587265,4.899491293666572,1.665430059608489,Iris-versicolor
+17,5.1089477161730255,3.0703581547926424,1.5100223820547063,0.26153110625478027,Iris-setosa
+18,5.1089477161730565,3.0759717568814153,1.5100223820549494,0.26153391114532115,Iris-setosa
+19,5.108947716312076,3.0618873244009444,1.5100223824630548,0.26158026855160005,Iris-setosa
+20,5.1089477161730255,3.054352554297357,1.5100223820547056,0.26153086386944846,Iris-setosa
+21,5.1089477161730255,3.0675890458017165,1.5100223820547058,0.2615310023496036,Iris-setosa
+22,5.1089477161730255,3.0546404143505947,1.5100223820547056,0.2615308510196314,Iris-setosa
+23,5.1089477161730255,3.0551653615203427,1.510022382054706,0.2615309502992632,Iris-setosa
diff --git a/iris/lct_gan/3/5/test.csv b/iris/lct_gan/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/train.csv b/iris/lct_gan/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/5/val.csv b/iris/lct_gan/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/synth.csv b/iris/lct_gan/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..287e1b5a376afc7c326d4e452244247ce1a095b6
--- /dev/null
+++ b/iris/lct_gan/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.216340565267501,3.0541087348201517,5.009791956274589,1.702022121050312,Iris-virginica
+1,5.1089477161730255,3.055810003397969,1.5100223820547056,0.2615308760497428,Iris-setosa
+2,6.209735016264715,3.0541407482880487,5.000660391263092,1.7042687210551533,Iris-virginica
+3,5.1089477161730255,3.057602115446739,1.5100223820547056,0.261530898000213,Iris-setosa
+4,5.1089477161730255,3.055369981576385,1.5100223820547056,0.2615308625931575,Iris-setosa
+5,5.108947723442568,3.0540249514227917,4.89949133096702,1.6655485935999386,Iris-versicolor
+6,6.179366512225469,3.054002398809238,4.899491522354107,1.6656810237296054,Iris-versicolor
+7,6.179661458668462,3.0542523051573203,4.901204268013857,1.6765866690825073,Iris-versicolor
+8,5.1089477161730255,3.0615191843237692,1.5100223820547056,0.2615309484807728,Iris-setosa
+9,6.179367454101826,3.0540115239023056,4.899500135807862,1.6666412847673249,Iris-versicolor
+10,5.108947776647512,3.0547884161327286,4.899491511689436,1.66599127343932,Iris-versicolor
+11,5.108947716173069,3.0541701515611197,1.5100223820548027,0.26153159073357807,Iris-setosa
+12,5.1089477161730255,3.060768677381317,1.5100223820547058,0.26153099355184317,Iris-setosa
+13,5.1089477161730255,3.054862934107252,1.5100223820547056,0.2615308501753567,Iris-setosa
+14,6.238166201912924,3.054122086168555,5.0478412371290196,1.7033609632466353,Iris-virginica
+15,5.1089477161730255,3.06752286072922,1.5100223820547058,0.2615310241161806,Iris-setosa
+16,5.108947893788626,3.054385540353051,4.899491872837911,1.6660737132061247,Iris-versicolor
+17,5.108947716173046,3.05509357526381,1.5100223820547738,0.26153171422046784,Iris-setosa
+18,5.1089477161730255,3.0548493844881834,1.5100223820547056,0.2615308494699704,Iris-setosa
+19,5.108950551691746,3.0554322618084893,4.899500251671732,1.6678743038737076,Iris-versicolor
+20,5.1089477161730255,3.0550933840868173,1.5100223820547056,0.2615308797534432,Iris-setosa
+21,5.108947716173027,3.0780149245697723,1.5100223820547292,0.26153203803108543,Iris-setosa
+22,5.108947716173062,3.054246333064763,1.5100223820547976,0.261531610241228,Iris-setosa
+23,5.108947716173027,3.0862534020664882,1.5100223820547278,0.2615320693932201,Iris-setosa
+24,5.1089481145819775,3.054548761333119,4.899492460027234,1.6664066173166936,Iris-versicolor
+25,6.179366489801342,3.054003223276528,4.899491299852239,1.6654759326822728,Iris-versicolor
+26,5.1089477161730255,3.058708612866603,1.5100223820547056,0.26153091053762295,Iris-setosa
+27,6.183811761642273,3.0540322458013978,4.935652278853326,1.6985092565373314,Iris-virginica
+28,5.1089477161730255,3.0567262436880354,1.5100223820547056,0.26153088523488216,Iris-setosa
+29,6.248079690115615,3.0541215876368133,5.057988726745398,1.7015689615607639,Iris-virginica
+30,5.1089477161730255,3.0571586540491924,1.5100223820547056,0.2615308930680665,Iris-setosa
+31,5.108947718957673,3.090022658929705,1.5100223909652024,0.2618014833934875,Iris-setosa
+0,6.180619670680594,3.054327016522465,4.907714813408922,1.6850754918713968,Iris-versicolor
+1,6.265564141100238,3.0541234358152383,5.078573089311892,1.702462973817458,Iris-virginica
+2,6.179370798087132,3.0540226773001398,4.899529865592796,1.6677813768226413,Iris-versicolor
+3,5.108947788109439,3.0732054233779498,1.5100225445348758,0.262210689472002,Iris-setosa
+4,6.179828413229858,3.054036674985569,4.908455453018858,1.685811728814752,Iris-versicolor
+5,5.1089477161730255,3.0543733712331105,1.5100223820547056,0.2615308608920686,Iris-setosa
+6,5.108947723414475,3.0544821205047334,4.8994913170831005,1.665666754930007,Iris-versicolor
+7,5.1089477161730255,3.0543379527771943,1.5100223820547063,0.26153094641406816,Iris-setosa
+8,6.179435490009243,3.0540218415280953,4.900752668776572,1.6748530762039318,Iris-versicolor
+9,5.108947716181317,3.054005044579925,4.899491293705848,1.6654340894913975,Iris-versicolor
+10,6.180737079030063,3.054028728355399,4.918045509515241,1.6960462611551543,Iris-versicolor
+11,5.1089477161730255,3.0561906074101315,1.5100223820547056,0.2615309088450172,Iris-setosa
+12,5.108947824827857,3.0617729748005504,1.5100226045542753,0.2621171823232157,Iris-setosa
+13,5.1089477165522235,3.0540559767996327,4.899491294896073,1.665470178228041,Iris-versicolor
+14,5.1089477161730255,3.0572885648530987,1.5100223820547056,0.26153089224656906,Iris-setosa
+15,6.179752046603655,3.054101302864859,4.90335207324614,1.6797333221437583,Iris-versicolor
+16,6.212595026628578,3.054102939277032,5.002622714932521,1.7021987610160705,Iris-virginica
+17,6.214655306295356,3.0541271350145878,5.010266090693379,1.7038977183993282,Iris-virginica
+18,5.1089477161730255,3.054842948011617,1.5100223820547056,0.2615308536908398,Iris-setosa
+19,5.108947716173174,3.1599935607181555,1.5100223820569063,0.2615424353034079,Iris-setosa
+20,6.212156091395506,3.0541263197830646,5.006564640475008,1.7040938298707327,Iris-virginica
+21,5.108947716173451,3.0542286249939288,1.5100223820558636,0.26153269717910427,Iris-setosa
+22,6.187282386056584,3.054100068779637,4.947249320955553,1.7001462170120307,Iris-versicolor
+23,5.1089477161730255,3.0646578235504673,1.510022382054706,0.2615310325826051,Iris-setosa
+24,5.1089477161730255,3.0924572444059035,1.5100223820547076,0.26153132798265405,Iris-setosa
+25,5.1089477161730255,3.0551705079043745,1.5100223820547056,0.2615308851956173,Iris-setosa
+26,5.1089477161730255,3.0551622072005777,1.5100223820547056,0.26153089510839894,Iris-setosa
+27,5.108947716176694,3.0828209451328883,1.5100223820738063,0.2615511791249655,Iris-setosa
+28,5.1089477161730255,3.0728478604194605,1.510022382054706,0.2615310958639436,Iris-setosa
+29,6.200310094039921,3.0541726586587212,4.984486185427971,1.7058830452520093,Iris-virginica
+30,5.1089477161730255,3.068633641721161,1.5100223820547058,0.26153101969089404,Iris-setosa
+31,5.1089477161730255,3.061760263744145,1.5100223820547058,0.26153097246899465,Iris-setosa
+0,5.1089477161730255,3.0547882636942316,1.5100223820547056,0.2615308481907027,Iris-setosa
+1,5.1089477161730255,3.070141977483657,1.510022382054706,0.26153105768232165,Iris-setosa
+2,5.1089477161730255,3.0552405167179693,1.5100223820547056,0.26153086273443016,Iris-setosa
+3,6.182407463872677,3.0540739308284723,4.9275491671767035,1.6959071808363446,Iris-versicolor
+4,5.1089477161730255,3.0564446142187736,1.5100223820547056,0.2615308820433344,Iris-setosa
+5,5.1089477161730255,3.0543128376795408,1.5100223820547056,0.2615308809654188,Iris-setosa
+6,6.186925703945867,3.054062249417392,4.94382374355375,1.6990761749054555,Iris-virginica
+7,6.211580774099412,3.054125085131858,5.002288769717114,1.7032939157531677,Iris-virginica
+8,5.1089477161730255,3.0545157254959423,1.5100223820547056,0.2615308663039281,Iris-setosa
+9,5.1089477161730255,3.0699013198600995,1.5100223820547058,0.26153102452389276,Iris-setosa
+10,6.237247387546375,3.0541128586713975,5.042536609745308,1.700727634604533,Iris-virginica
+11,6.181260757358593,3.0543757497264523,4.912364465240589,1.68953453354858,Iris-versicolor
+12,6.190749422093026,3.054088584953752,4.957572885034641,1.7016324625517791,Iris-virginica
+13,5.108947716173026,3.054055956839245,1.510022382054708,0.26153095498861356,Iris-setosa
+14,5.1089477161730255,3.073580563350413,1.5100223820547103,0.26153145192458804,Iris-setosa
+15,5.1089477161730255,3.0638567235285903,1.510022382054706,0.2615310357507319,Iris-setosa
+16,6.192090289514669,3.054195048654114,4.965040652212691,1.7060069118257077,Iris-versicolor
+17,5.1089477161730255,3.05548910939417,1.5100223820547056,0.261530881409382,Iris-setosa
+18,5.1089477161730255,3.0737245602764025,1.510022382054706,0.26153107254192576,Iris-setosa
+19,6.179366873225734,3.0540139577395,4.899493970321658,1.6660890584259058,Iris-versicolor
+20,6.237460038151296,3.054133765095592,5.0481348602825395,1.7042455399144676,Iris-virginica
+21,6.179389288614775,3.0544028325887704,4.899559910510632,1.6692550884778594,Iris-versicolor
+22,6.183003701404764,3.054134208714258,4.9278670473522554,1.6951723435705903,Iris-versicolor
+23,5.1089477161730255,3.0730435355052395,1.5100223820547063,0.2615311174948824,Iris-setosa
+24,6.201134255266871,3.0541318535143236,4.983850368796074,1.7040653501836045,Iris-virginica
+25,5.108947721808907,3.0553780299265507,1.5100223926851184,0.2616574724060541,Iris-setosa
+26,5.1089477161730255,3.0545157392808098,1.5100223820547058,0.26153092002044503,Iris-setosa
+27,5.108947716175395,3.0540472706842694,4.899491293674209,1.6654328651980557,Iris-versicolor
+28,5.1089477161730255,3.055250085428327,1.5100223820547056,0.2615308579063481,Iris-setosa
+29,5.1089477161730255,3.069135823031486,1.5100223820547063,0.26153108616754606,Iris-setosa
+30,5.1089477161730255,3.0541620135967382,1.5100223820547058,0.26153088463507296,Iris-setosa
+31,5.1089477161730255,3.056166218458038,1.5100223820547056,0.26153088739365304,Iris-setosa
+0,6.1793699975498475,3.0540118047108082,4.899537329036099,1.6675298186238987,Iris-versicolor
+1,5.108947718100983,3.058350538761206,1.5100223859734572,0.26164250401887806,Iris-setosa
+2,5.108947716173104,3.0540815526652825,1.510022382054855,0.26153157006429834,Iris-setosa
+3,6.192445985814951,3.054074283763841,4.964386450521559,1.7026324392120178,Iris-virginica
+4,6.17938356971925,3.054376123225925,4.899537673771227,1.6687417281695416,Iris-versicolor
+5,5.1089477161730255,3.071941349830904,1.5100223820547058,0.26153104122981224,Iris-setosa
+6,5.1089477161730255,3.056264062038096,1.5100223820547074,0.26153109418751774,Iris-setosa
+7,6.201853832743317,3.0541294403827295,4.98348937127922,1.703470976601002,Iris-virginica
+8,5.1089477161730255,3.06081194294846,1.5100223820547056,0.26153093730581206,Iris-setosa
+9,5.1089477161730255,3.0544367049007564,1.5100223820547056,0.2615308741588528,Iris-setosa
+10,6.220595484846356,3.054107656632221,5.02447739129087,1.7083363342452293,Iris-virginica
+11,5.1089477161730255,3.0541981050962894,1.5100223820547058,0.2615308872864494,Iris-setosa
+12,5.108947719214087,3.05401059880061,4.899491313556332,1.6655144238162964,Iris-versicolor
+13,6.196892930669249,3.0541538141287057,4.9743643410931995,1.7045324738226437,Iris-virginica
+14,6.214821259882686,3.054110828434619,5.007604134225556,1.7022983045209708,Iris-virginica
+15,6.205265814683191,3.0541390174193483,4.991915988084042,1.7043951259719132,Iris-virginica
+16,5.1089477161730255,3.1057982269910704,1.5100223820547083,0.26153140640799916,Iris-setosa
+17,6.179366583027269,3.0540026197640917,4.899492415706242,1.6659519208632765,Iris-versicolor
+18,5.1089477161730255,3.0592540327780524,1.5100223820547056,0.2615309147811357,Iris-setosa
+19,6.233447240307962,3.054095221040481,5.053635907635839,1.7113120325113962,Iris-virginica
+20,6.179368465701398,3.054009284282699,4.899514957533629,1.6672825968971638,Iris-versicolor
+21,6.198609630998506,3.0541577934400825,4.979102464769017,1.7050953823917667,Iris-virginica
+22,5.1089477161973464,3.0634848943391675,1.5100223821339818,0.2615582417755267,Iris-setosa
+23,6.179446882930319,3.0540119097606793,4.901669576119026,1.6761178423392546,Iris-versicolor
diff --git a/iris/lct_gan/3/6/test.csv b/iris/lct_gan/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/train.csv b/iris/lct_gan/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/6/val.csv b/iris/lct_gan/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/synth.csv b/iris/lct_gan/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44daf6c11a52b1bfaf59b5bdb11db33e96f099e7
--- /dev/null
+++ b/iris/lct_gan/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055643924120617,1.5100223820547056,0.26153087281450343,Iris-setosa
+1,5.1089477161730255,3.054665309116764,1.5100223820547056,0.261530845557503,Iris-setosa
+2,6.1864446577355405,3.054087830169375,4.941387895174128,1.69855045077833,Iris-versicolor
+3,5.1089477161730334,3.2638677051185465,1.5100223820549454,0.26153581363041734,Iris-setosa
+4,5.1089477161730255,3.057819653130959,1.5100223820547056,0.2615309055269979,Iris-setosa
+5,5.108947716388839,3.054843099896707,1.5100223825114543,0.2615617668366573,Iris-setosa
+6,5.1089477161733114,3.0540426811032293,1.5100223820552663,0.26153187946778095,Iris-versicolor
+7,5.1089477161730255,3.0555086404382514,1.5100223820547056,0.26153086649762036,Iris-setosa
+8,5.108947716196555,3.0648321504045364,1.5100223821459837,0.2615600268614077,Iris-setosa
+9,6.179414692411309,3.05400645155691,4.901170497778935,1.6759352243798264,Iris-versicolor
+10,5.1089477161730255,3.0564548101909073,1.5100223820547056,0.2615308811810965,Iris-setosa
+11,6.2222944642918705,3.054118984372153,5.025088413106484,1.7043545679480059,Iris-virginica
+12,6.194934765346642,3.054108553101389,4.971845706792935,1.7033001278421,Iris-virginica
+13,6.2384543987827925,3.0540964139031637,5.057685623404872,1.7093515964289179,Iris-virginica
+14,6.179388086021309,3.0540045432870437,4.900347526989352,1.673090210813853,Iris-versicolor
+15,5.1089477161730255,3.055249804297528,1.5100223820547056,0.26153085775362983,Iris-setosa
+16,5.1089477161730255,3.0779842976130167,1.5100223820547058,0.2615310775076913,Iris-setosa
+17,5.1089477161730255,3.069288088463041,1.5100223820547065,0.26153115581954883,Iris-setosa
+18,5.108949106902086,3.055227685622536,4.89949506251661,1.667289995367839,Iris-versicolor
+19,6.20143044319699,3.054144896753332,4.984832224760576,1.7049572221407505,Iris-virginica
+20,5.1089477161730255,3.0545966396489344,1.5100223820547056,0.2615308621636594,Iris-setosa
+21,5.1089477161730255,3.0603881124095094,1.5100223820547058,0.2615309754373787,Iris-setosa
+22,5.1089477162241375,3.0553429884917884,1.5100223821597878,0.2615476198144667,Iris-setosa
+23,5.108947716173026,3.071829047233008,1.5100223820547134,0.2615315538395389,Iris-setosa
+24,5.1089477161730255,3.058907791924805,1.5100223820547056,0.2615309152705224,Iris-setosa
+25,5.1089477161730255,3.0979004808279025,1.5100223820547074,0.2615313185866112,Iris-setosa
+26,5.1089477161730255,3.058197232521853,1.5100223820547056,0.26153092142721257,Iris-setosa
+27,6.234788344073125,3.0541274074795353,5.043021525062779,1.7020816155049776,Iris-virginica
+28,6.204919247238513,3.0541294052036476,4.990406330837362,1.7038987396093261,Iris-virginica
+29,6.203874023250561,3.0541408655097313,4.9888058989240625,1.7039815848625686,Iris-virginica
+30,6.1807993731513164,3.054061434802163,4.915616788472784,1.690575281936416,Iris-versicolor
+31,5.108947716173031,3.054443837462816,1.5100223820547252,0.2615313200883391,Iris-setosa
+0,5.1089477161730255,3.055023257850301,1.5100223820547056,0.26153085460440917,Iris-setosa
+1,6.179386916911475,3.0541567892451944,4.899586908906852,1.6692309868615487,Iris-versicolor
+2,6.17936665556358,3.054002598571509,4.899493503544811,1.6661080129032069,Iris-versicolor
+3,5.1089477161730255,3.0547012110995433,1.5100223820547056,0.26153087638306133,Iris-setosa
+4,6.1988854362172745,3.054164333705632,4.98203740809938,1.7047289311351335,Iris-virginica
+5,5.1089477161730255,3.0593080432971567,1.5100223820547056,0.2615309169722893,Iris-setosa
+6,5.1089477161730255,3.0557826254439,1.5100223820547056,0.2615308694194243,Iris-setosa
+7,6.204626092034976,3.054107275611443,4.989324138724753,1.7050848864410861,Iris-virginica
+8,5.1089477161730255,3.054207795455586,1.5100223820547058,0.2615309072763931,Iris-setosa
+9,6.203025004820487,3.0541360011872287,4.985347362864198,1.7034392701512933,Iris-virginica
+10,5.1089477161730255,3.056285249479893,1.5100223820547056,0.26153087940130126,Iris-setosa
+11,6.179489828043552,3.054005038896497,4.905483469891221,1.6855976613394401,Iris-versicolor
+12,5.108947716173171,3.054106540963538,1.5100223820550676,0.2615318935958459,Iris-setosa
+13,5.1089477161730255,3.0549256028311302,1.5100223820547056,0.2615308544082357,Iris-setosa
+14,5.108947716177437,3.054065235784395,4.89949129368172,1.6654347906460918,Iris-versicolor
+15,5.1089477161730255,3.0550335831184534,1.5100223820547056,0.26153085486421707,Iris-setosa
+16,5.1089477161730255,3.0560985719883598,1.5100223820547056,0.26153089511651173,Iris-setosa
+17,5.1089477161730255,3.0550601825796835,1.5100223820547056,0.26153085466578474,Iris-setosa
+18,5.1089477161730255,3.078394177866169,1.510022382054706,0.26153109506675026,Iris-setosa
+19,5.1089477161730255,3.070079009014378,1.5100223820547067,0.2615311596152072,Iris-setosa
+20,6.184874339798064,3.0541583919372672,4.936565569177696,1.698223604851293,Iris-versicolor
+21,5.1089477161730255,3.0555542636201958,1.5100223820547056,0.26153087438096256,Iris-setosa
+22,5.1089477161730255,3.058152441161068,1.5100223820547056,0.26153090414560565,Iris-setosa
+23,5.1089477161730255,3.061242733537389,1.5100223820547058,0.26153096862107045,Iris-setosa
+24,5.1089477161926355,3.0540129506824596,4.899491293761548,1.6654378219291552,Iris-versicolor
+25,5.108947716209193,3.054010223630697,4.899491293851433,1.665439692814598,Iris-versicolor
+26,6.205364766625573,3.0541469468247233,4.9925691266935175,1.7041700682541807,Iris-virginica
+27,6.229759695767445,3.0541107554351936,5.036271419297331,1.706168520754853,Iris-virginica
+28,5.108947716174238,3.0631621642312794,1.5100223820600318,0.2615401509509094,Iris-setosa
+29,5.1089477161730255,3.0550796284996937,1.5100223820547056,0.2615308557335052,Iris-setosa
+30,5.1089477161730255,3.0563191777614587,1.5100223820547056,0.26153088059642465,Iris-setosa
+31,5.1089477161730255,3.054615568686727,1.5100223820547056,0.2615308564890351,Iris-setosa
+0,5.1089477161730565,3.0540799572995647,1.5100223820547791,0.26153137267037335,Iris-setosa
+1,5.1089477161730255,3.0716271433995583,1.5100223820547058,0.26153102962709673,Iris-setosa
+2,6.220493777654444,3.054120154689786,5.018816969236999,1.7021095274907012,Iris-virginica
+3,5.108947716173157,3.054637183358794,1.5100223820550522,0.26153236469201896,Iris-setosa
+4,5.1089477161730255,3.0543065259208073,1.5100223820547056,0.2615308516399049,Iris-setosa
+5,6.18091306222765,3.0540187565068457,4.920560172892847,1.6954268565083241,Iris-virginica
+6,6.227025489874026,3.054140720919553,5.036133206175146,1.7034698150969791,Iris-virginica
+7,5.108951029782068,3.0566628616727343,4.899501449109585,1.6684193606398634,Iris-versicolor
+8,6.1829964866528,3.054028548318868,4.937069945142902,1.7037963934865725,Iris-virginica
+9,5.1089477161730255,3.060013040053329,1.5100223820547058,0.2615309731485301,Iris-setosa
+10,5.1089477161730255,3.054633655791105,1.5100223820547056,0.2615308481485351,Iris-setosa
+11,5.1089477161730255,3.069201309402382,1.5100223820547058,0.2615310216382088,Iris-setosa
+12,6.1793691431368005,3.0540250230544213,4.899512395209433,1.667303089816723,Iris-versicolor
+13,5.108947716173334,3.0541812078548767,1.5100223820553238,0.2615322922876688,Iris-setosa
+14,6.202892922954607,3.0541392376502134,4.985331585481732,1.7033587511687487,Iris-virginica
+15,6.252736251453894,3.0541137283883635,5.0711462382707735,1.706199026548718,Iris-virginica
+16,5.1089477161730255,3.0671005350550633,1.5100223820547058,0.2615309921744275,Iris-setosa
+17,6.21864404869087,3.0541296667010727,5.017646191155298,1.7028996242891494,Iris-virginica
+18,6.207743782370319,3.0541209450179907,4.995701815718828,1.70362787426102,Iris-virginica
+19,6.20285020822075,3.0541508661165864,4.987850125980674,1.704856530182434,Iris-virginica
+20,6.179518525730833,3.054103788247521,4.900625246617167,1.6740099531579125,Iris-versicolor
+21,5.10894771751296,3.0754781016625,1.5100223862989317,0.261705044324931,Iris-setosa
+22,5.108947767627814,3.0563789187606183,4.899491439810489,1.6660324064036407,Iris-setosa
+23,6.2348320376456305,3.054111526997867,5.04630053164455,1.7046115343998558,Iris-virginica
+24,5.1089477161730255,3.0542903219601203,1.5100223820547058,0.26153089626592674,Iris-setosa
+25,5.1089477161730255,3.0544534607089266,1.5100223820547056,0.2615308385365212,Iris-setosa
+26,5.1089477161730255,3.0553117655659126,1.5100223820547056,0.2615308619799143,Iris-setosa
+27,5.10894771617685,3.0646802963053745,1.5100223820689471,0.2615461875322277,Iris-setosa
+28,6.179479523189391,3.054089319035673,4.900467082735337,1.6736797051007628,Iris-versicolor
+29,5.1089477171258455,3.0653626991607985,1.510022384761716,0.26165512086598813,Iris-setosa
+30,5.1089477161730255,3.054628623308313,1.5100223820547056,0.2615308487954485,Iris-setosa
+31,5.108947722914821,3.0696844470693376,1.510022399142436,0.26180424145137093,Iris-setosa
+0,5.1089477161730255,3.055762339955032,1.5100223820547056,0.26153089327599033,Iris-setosa
+1,5.108947716173037,3.082167565762346,1.5100223820548129,0.2615330560706032,Iris-setosa
+2,5.1089477161730255,3.056115060702147,1.5100223820547056,0.2615308864645931,Iris-setosa
+3,5.108947823200471,3.0654826335442547,1.5100225899645685,0.26216662434539784,Iris-setosa
+4,5.1089477161730255,3.0596587387755796,1.5100223820547056,0.26153091992894856,Iris-setosa
+5,5.108947716175225,3.1813091756208594,1.5100223820770242,0.2615631838909589,Iris-setosa
+6,6.179385157754401,3.0540191543326474,4.899746544064872,1.6701643809561941,Iris-versicolor
+7,5.1089477161730255,3.056365697362261,1.5100223820547063,0.26153102351959595,Iris-setosa
+8,5.1089477161748835,3.054015439397356,4.899491293674484,1.6654317029994448,Iris-versicolor
+9,6.215106486772037,3.054122270855592,5.009162049126018,1.702813826336073,Iris-virginica
+10,5.1089477161730255,3.0589773187711384,1.5100223820547056,0.2615309334960931,Iris-setosa
+11,6.179391009033506,3.0541163396271167,4.899606470806276,1.6691723174499442,Iris-versicolor
+12,5.1089477161730255,3.0584948347282603,1.5100223820547063,0.26153103801268984,Iris-setosa
+13,6.188337836956316,3.0541975232264718,4.95238539674263,1.7040292032648636,Iris-versicolor
+14,6.210530114907681,3.054120550061416,5.000332837044466,1.70314451240422,Iris-virginica
+15,5.1089477161730255,3.0548201169507774,1.5100223820547056,0.26153088132185076,Iris-setosa
+16,5.1089477161730255,3.085561423457344,1.5100223820547063,0.26153114815897727,Iris-setosa
+17,6.18684029469633,3.0540907413736345,4.943324517281157,1.7004977057477373,Iris-versicolor
+18,5.1089477161730255,3.059719023522355,1.5100223820547056,0.26153093227286556,Iris-setosa
+19,6.209068845451984,3.054149829132329,5.000777905560083,1.7044612272963733,Iris-virginica
+20,6.197902036626545,3.0540900355091862,4.981102327727763,1.7030979086866194,Iris-virginica
+21,6.187036233932011,3.0541235251904824,4.945245771604828,1.7003431506716762,Iris-versicolor
+22,5.1089477161730255,3.054909867254076,1.5100223820547056,0.2615308912290036,Iris-setosa
+23,6.241840321583767,3.054124294300556,5.055360488726351,1.701710208280336,Iris-virginica
diff --git a/iris/lct_gan/3/7/test.csv b/iris/lct_gan/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/train.csv b/iris/lct_gan/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/7/val.csv b/iris/lct_gan/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/synth.csv b/iris/lct_gan/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..747a49b382a2e7afdc0cd4cb0f0253ed8d19d43e
--- /dev/null
+++ b/iris/lct_gan/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366500237254,3.0540023285650566,4.8994914023459835,1.6656155245300748,Iris-versicolor
+1,5.108947721384868,3.0556447809960234,1.5100223908710735,0.2616418158753737,Iris-setosa
+2,6.25166222841544,3.054095669023516,5.073116766429222,1.7058744742658614,Iris-virginica
+3,5.1089477161730255,3.0559487705263857,1.5100223820547067,0.26153104393341464,Iris-setosa
+4,5.108947716192753,3.0540040801112545,4.899491293775102,1.6654363822856637,Iris-versicolor
+5,6.215258000397761,3.054124906217863,5.012131161151505,1.7047967257758518,Iris-virginica
+6,5.1089477161730255,3.0544445832543277,1.5100223820547058,0.26153092164664465,Iris-setosa
+7,6.183660953212628,3.0540435536155304,4.93333607406072,1.6983215496568358,Iris-virginica
+8,5.1089477161759715,3.0548001973646124,1.510022382062084,0.26153618663138556,Iris-setosa
+9,5.1089477161730255,3.056439849886869,1.5100223820547058,0.2615309655469014,Iris-setosa
+10,6.183198011682822,3.054298468741283,4.932899697801,1.6996391422023098,Iris-versicolor
+11,6.19257174984904,3.054184292281842,4.965726696326145,1.705378929667426,Iris-versicolor
+12,6.179408278322584,3.0541248814403184,4.899707297884612,1.6700710381209454,Iris-versicolor
+13,5.1089477161730255,3.0615255660130343,1.5100223820547058,0.26153096827978733,Iris-setosa
+14,6.181674686192337,3.0541460456264407,4.921585177465759,1.6932632453134022,Iris-versicolor
+15,6.19297868179911,3.054102343182137,4.962962333827697,1.7015449386559267,Iris-virginica
+16,5.1089477161730255,3.058649614036654,1.510022382054706,0.261531004232905,Iris-setosa
+17,5.1089477161730255,3.0568863773609056,1.5100223820547056,0.261530902171292,Iris-setosa
+18,6.179366642797296,3.0540020192185535,4.899493818317599,1.6661217251148082,Iris-versicolor
+19,6.180348306750471,3.054142298657997,4.909545733932189,1.6857473860595853,Iris-versicolor
+20,6.179478286503622,3.0540070574299736,4.903458047635414,1.681698691355683,Iris-versicolor
+21,5.1089477161730255,3.0564423025870697,1.5100223820547056,0.26153089037576155,Iris-setosa
+22,5.108947716173665,3.2252461209446883,1.5100223820650291,0.26155519163177376,Iris-setosa
+23,5.1089492438594934,3.0561935897712225,4.899495779978026,1.6676090700662383,Iris-versicolor
+24,5.1089477161730255,3.0541340751544888,1.5100223820547058,0.2615308800157579,Iris-setosa
+25,5.108947716173043,3.05754490120371,1.5100223820547902,0.26153218599884265,Iris-setosa
+26,5.108947717424145,3.0635614488517633,1.5100223854884693,0.26164681690444475,Iris-setosa
+27,5.108947716360081,3.073216874678591,1.5100223826819852,0.2616076777654563,Iris-setosa
+28,6.199749841377391,3.0541302871710343,4.979020951419651,1.7032189563292055,Iris-virginica
+29,6.2543983194795905,3.0541111332361486,5.074529176718019,1.705973593626034,Iris-virginica
+30,6.2230057035131585,3.0541147333756298,5.0226960916672745,1.7014210720822283,Iris-virginica
+31,5.108947716173224,3.05403402760556,4.899491293665377,0.2615317235110447,Iris-versicolor
+0,6.180753089996327,3.0544218094208118,4.907682815432739,1.6865389118995002,Iris-versicolor
+1,5.1089477161730255,3.0653433383648596,1.510022382054706,0.26153103774875147,Iris-setosa
+2,6.190858347174205,3.054188176331736,4.960124187208867,1.7053683978275762,Iris-versicolor
+3,5.1089477161730255,3.0552112658330857,1.5100223820547056,0.2615308633673171,Iris-setosa
+4,6.258822932311382,3.0541265480131776,5.07366720509726,1.702636719811114,Iris-virginica
+5,6.187214578473261,3.0541223590234026,4.945161572410924,1.700487089078942,Iris-versicolor
+6,5.1089477161730255,3.0568100717808786,1.5100223820547056,0.2615308994214969,Iris-setosa
+7,5.108947716173047,3.0730227306186673,1.510022382054877,0.26153343333341766,Iris-setosa
+8,6.1793666654904165,3.0540038443684834,4.89949322048932,1.6660415724159015,Iris-versicolor
+9,6.179368519481334,3.054173309566073,4.899497445218296,1.6667960900479923,Iris-versicolor
+10,6.1793664893586335,3.054003004335833,4.899491297610999,1.6654679070878735,Iris-versicolor
+11,5.1089477161730255,3.0681512703720886,1.510022382054706,0.2615310642956626,Iris-setosa
+12,5.10894771617308,3.193960530067701,1.5100223820556935,0.26153940888466765,Iris-setosa
+13,6.270020550850188,3.0541217169705646,5.088364083874902,1.702873516549844,Iris-virginica
+14,6.189607887074945,3.054152311942906,4.954466416605716,1.7029135656000784,Iris-versicolor
+15,6.179425624557294,3.05589419070232,4.8996223311565,1.671807136716065,Iris-versicolor
+16,5.1089477161730255,3.068411576965747,1.5100223820547058,0.2615310263895557,Iris-setosa
+17,6.179711161919852,3.0540353833554437,4.905554060076567,1.681856608594373,Iris-versicolor
+18,6.179390122315017,3.0543851883358353,4.8995622688077916,1.6692133143005121,Iris-versicolor
+19,5.1089477161730255,3.061449216764157,1.5100223820547058,0.26153096858989555,Iris-setosa
+20,6.210598731218092,3.0541302300317525,5.002186438727545,1.7037097798705585,Iris-virginica
+21,5.1089477161730255,3.055654124620627,1.510022382054707,0.26153106032913476,Iris-setosa
+22,6.183784508236561,3.054058039417014,4.931254447615748,1.6974815734384294,Iris-versicolor
+23,6.183874652025461,3.054040809647119,4.936295365087727,1.6981384985803878,Iris-virginica
+24,5.108947716173701,3.05407332236996,1.5100223820561018,0.2615324958446533,Iris-setosa
+25,5.1089477161730255,3.065757581478231,1.5100223820547058,0.26153099855155243,Iris-setosa
+26,6.231811938360189,3.0541350487107484,5.039847363346022,1.7030190308179054,Iris-virginica
+27,5.1089477161730255,3.054726935775101,1.5100223820547056,0.2615308586468888,Iris-setosa
+28,6.179366489702082,3.054003497862149,4.899491299234723,1.6654727982138648,Iris-versicolor
+29,5.1089477161730255,3.0547023296358815,1.5100223820547056,0.2615308568402029,Iris-setosa
+30,6.17936819267056,3.054064670258953,4.8994986419592035,1.6668530802135242,Iris-versicolor
+31,5.1089477161730255,3.0586899213913785,1.5100223820547058,0.2615309505320723,Iris-setosa
+0,6.189894743270509,3.054176655176027,4.956566490644139,1.7045396483938424,Iris-versicolor
+1,6.179430178369463,3.0540468788123105,4.900136300334421,1.671748950584751,Iris-versicolor
+2,5.1089477161730255,3.0557907257137127,1.5100223820547056,0.26153087300089767,Iris-setosa
+3,5.1089477161730255,3.055215565806136,1.5100223820547056,0.2615308646621581,Iris-setosa
+4,5.108947716173186,3.054007242312747,4.899491293665345,1.6654289475545292,Iris-versicolor
+5,5.108947716180066,3.0618041386627977,1.5100223820789604,0.2615458122243166,Iris-setosa
+6,5.1089477161730255,3.0561776460124848,1.5100223820547056,0.261530876032845,Iris-setosa
+7,5.1089477161730255,3.0607025897084683,1.5100223820547058,0.26153095005616506,Iris-setosa
+8,6.243049909592012,3.0541263565217487,5.055198725218764,1.7023787974023012,Iris-virginica
+9,6.181489418668336,3.0540336721295502,4.924015066334683,1.6950926598268938,Iris-versicolor
+10,6.17942728748603,3.0554656533858022,4.899630852505899,1.6715692388323695,Iris-versicolor
+11,5.1089477161730255,3.190556249805523,1.5100223820547107,0.2615316693967002,Iris-setosa
+12,5.108947716173038,3.054681206892404,1.5100223820547451,0.26153154528152667,Iris-setosa
+13,6.217086180967491,3.054135148827121,5.013552126120926,1.7042753148743404,Iris-virginica
+14,6.191004277794303,3.054126915161046,4.957223700231017,1.7018741663187413,Iris-virginica
+15,6.212105281024618,3.0540982655215165,5.010897098444135,1.707065081142564,Iris-virginica
+16,6.18233500331988,3.054049325116886,4.927920976859346,1.6962138733635201,Iris-versicolor
+17,6.179372459918697,3.054138040668421,4.899511979315681,1.6674139638994045,Iris-versicolor
+18,5.10894771617303,3.0541384581889117,1.5100223820547183,0.2615311314245948,Iris-setosa
+19,5.1089477161730255,3.0581443400862995,1.5100223820547058,0.26153097752853555,Iris-setosa
+20,5.108947716173036,3.0541004383926826,1.5100223820547312,0.26153120641566424,Iris-setosa
+21,5.1089477161730255,3.054518160185258,1.5100223820547056,0.2615308460684535,Iris-setosa
+22,6.179366595011547,3.0540389733134923,4.8994916380956965,1.6657815182210225,Iris-versicolor
+23,6.1794231177647605,3.0541821885299636,4.899781041626455,1.671615333576297,Iris-versicolor
+24,5.108947725056746,3.0630524632503993,1.510022402201998,0.2617836024434214,Iris-setosa
+25,5.1089477161730255,3.180584895746979,1.5100223820547152,0.26153187428837166,Iris-setosa
+26,6.1794660913479325,3.05420097688916,4.8999991948006665,1.6724717874095365,Iris-versicolor
+27,5.1089477161730255,3.0564472500464093,1.5100223820547056,0.2615308832689319,Iris-setosa
+28,6.211185867084538,3.054131978684944,5.001621360799755,1.703452924348868,Iris-virginica
+29,5.1089477161730255,3.0544446939357446,1.5100223820547056,0.2615308448719058,Iris-setosa
+30,5.1089477161730255,3.0561618012633054,1.5100223820547072,0.26153108946989806,Iris-setosa
+31,6.203993391368864,3.0541243780033778,4.988067119707026,1.7037062170548471,Iris-virginica
+0,5.108947716630053,3.054036662326382,4.899491295860067,1.6654705445116789,Iris-versicolor
+1,5.1089477161730255,3.0569409909931133,1.5100223820547056,0.26153088896680066,Iris-setosa
+2,6.230984242438118,3.054113499667731,5.034608697052383,1.7008544114635926,Iris-virginica
+3,6.202549135857885,3.0541393338172718,4.985380099525796,1.7043218043991297,Iris-virginica
+4,5.1089477161730255,3.067736539455527,1.5100223820547058,0.26153102731035477,Iris-setosa
+5,5.108947716173079,3.054386753119523,1.5100223820548597,0.26153178171869046,Iris-setosa
+6,6.1793666035058985,3.054007339334285,4.899492115895827,1.6658587571170214,Iris-versicolor
+7,5.1089477161730255,3.05516430260104,1.5100223820547056,0.26153088932840557,Iris-setosa
+8,6.205595920348542,3.054158991503534,4.995079631545821,1.7048828369434963,Iris-virginica
+9,5.1089477161730255,3.0581689298748547,1.5100223820547056,0.26153090535339385,Iris-setosa
+10,6.179526077220024,3.0540089399330013,4.904945290665212,1.6820451882342116,Iris-versicolor
+11,5.10894834670415,3.055062071810852,4.899493327741568,1.666796427324617,Iris-versicolor
+12,6.190219840405338,3.0541507592712867,4.955891458805961,1.702508500859981,Iris-versicolor
+13,5.108952578768545,3.0553591421427404,4.89950750449641,1.66845347655789,Iris-versicolor
+14,5.1089477161730255,3.057677724538795,1.5100223820547056,0.2615308998984011,Iris-setosa
+15,5.108947716188646,3.0540863560752736,4.8994912937321065,1.6654409664005858,Iris-versicolor
+16,5.108947716173026,3.126146446061446,1.5100223820547254,0.26153217761115294,Iris-setosa
+17,5.1089477161730255,3.0581512321175164,1.5100223820547056,0.261530905057426,Iris-setosa
+18,6.223960478348017,3.054140277036761,5.0301845389102535,1.7042940555459938,Iris-virginica
+19,5.1089477161730255,3.0564611747748622,1.5100223820547058,0.26153095844032254,Iris-setosa
+20,5.108947716173027,3.054149417208796,1.5100223820547107,0.2615310650009036,Iris-setosa
+21,5.108947719388545,3.1235525759394647,1.5100223950907663,0.26189719703991887,Iris-setosa
+22,5.1089477161730255,3.055929057361063,1.5100223820547056,0.2615308716723751,Iris-setosa
+23,5.1089477161730255,3.0544065719855986,1.5100223820547056,0.26153083683558326,Iris-setosa
diff --git a/iris/lct_gan/3/8/test.csv b/iris/lct_gan/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/train.csv b/iris/lct_gan/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/8/val.csv b/iris/lct_gan/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/synth.csv b/iris/lct_gan/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4526068c0bdb129bdc414af0fdeb71e745c153e5
--- /dev/null
+++ b/iris/lct_gan/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179373797551695,3.0540037210656115,4.899714565532922,1.6700866927318745,Iris-versicolor
+1,5.1089477161730255,3.056044708172443,1.5100223820547056,0.26153087278858705,Iris-setosa
+2,6.200203392261057,3.0541502281262596,4.982811525401363,1.7041157157386733,Iris-virginica
+3,6.215041534831953,3.0541315567246197,5.00833183237968,1.7033241181204197,Iris-virginica
+4,5.1089477161730406,3.475788163338639,1.5100223820554106,0.26153984351094434,Iris-setosa
+5,5.1089477161730255,3.061025182168921,1.5100223820547056,0.2615309497958045,Iris-setosa
+6,5.1089477162657255,3.0735060807939436,1.5100223823900891,0.26159978297032094,Iris-setosa
+7,6.194999665695516,3.054167640262655,4.971150645245665,1.7059383178353105,Iris-virginica
+8,6.195536659088101,3.054153052137459,4.970945107787517,1.7043781569201601,Iris-virginica
+9,5.1089477161730255,3.0622037114574434,1.5100223820547074,0.26153117224076944,Iris-setosa
+10,5.1089477161730255,3.0554358741480816,1.5100223820547058,0.2615309394226632,Iris-setosa
+11,6.219481242973164,3.054145657738384,5.020872156215832,1.7036972088733648,Iris-virginica
+12,5.108947721756352,3.054348666411346,4.899491314364916,1.6656052788604687,Iris-versicolor
+13,5.108947716173026,3.0545820052010497,1.5100223820547083,0.2615310606265269,Iris-setosa
+14,5.1089477161730255,3.054412113200431,1.5100223820547056,0.2615308576476625,Iris-setosa
+15,6.1793684949943,3.054001694526599,4.89956349960206,1.6683247826870113,Iris-versicolor
+16,5.1089477161730255,3.0548348090033084,1.5100223820547067,0.2615310092636182,Iris-setosa
+17,6.179803729798482,3.0540246887116442,4.908474443878302,1.6856821950149634,Iris-versicolor
+18,6.186528240377343,3.0541330775375988,4.945164689741546,1.7013977897993386,Iris-versicolor
+19,6.190152397446385,3.054152495057764,4.954983537043956,1.702151814720036,Iris-versicolor
+20,6.240952389437153,3.0541119513101718,5.046039538844463,1.700704913497744,Iris-virginica
+21,5.1089477161730255,3.0634456937986125,1.5100223820547058,0.2615310135209751,Iris-setosa
+22,6.179370212630444,3.0540067869742713,4.899560551290917,1.668225292200202,Iris-versicolor
+23,6.187294879495748,3.0542034843640846,4.948414833656344,1.7025040538656453,Iris-versicolor
+24,6.2116606205615,3.054142806094562,5.005068446844837,1.703781597360885,Iris-virginica
+25,6.180044176344729,3.054503689998658,4.902609371375041,1.6809863337604878,Iris-versicolor
+26,6.191637448358741,3.0540351211631154,4.970937935113047,1.7078456770991157,Iris-virginica
+27,6.179366499294555,3.0540126820041062,4.899491335430265,1.6655512237178256,Iris-versicolor
+28,5.10895234944401,3.0570722663982717,4.899506358730964,1.6690658285751307,Iris-versicolor
+29,6.182134791948494,3.054045039428656,4.9247009541126,1.6953121906125614,Iris-versicolor
+30,5.108947716237653,3.065518858163365,1.5100223823004202,0.2615700582494818,Iris-setosa
+31,6.181014583621486,3.054061433519265,4.916606395553246,1.6912723784780492,Iris-versicolor
+0,5.108947716173044,3.167990429133606,1.5100223820550427,0.26153588219223284,Iris-setosa
+1,5.108949056436994,3.0548914958493856,4.899495598727276,1.6672569273727715,Iris-versicolor
+2,5.1089477161730255,3.1528331830095246,1.5100223820547123,0.2615317421046866,Iris-setosa
+3,6.230905812642792,3.0541397938997985,5.041931178488522,1.7030954910616725,Iris-virginica
+4,5.10894771617303,3.054303791435781,1.5100223820547198,0.26153120897729326,Iris-setosa
+5,5.1089477161730255,3.0548239070346637,1.5100223820547056,0.2615308730335539,Iris-setosa
+6,6.1793684011414065,3.054005430345147,4.899520971471689,1.6672032253484568,Iris-versicolor
+7,5.1089477161730255,3.058158359195815,1.5100223820547058,0.2615309721579293,Iris-setosa
+8,5.108947716173253,3.054012160546847,4.8994912936656725,1.6654292446265981,Iris-versicolor
+9,6.180899702544169,3.0542491310658297,4.911585046600522,1.6881007449236725,Iris-versicolor
+10,6.2203882861775,3.0541262013036388,5.019859664739359,1.7024165201818378,Iris-virginica
+11,5.1089477161730255,3.056321453975109,1.5100223820547056,0.26153088054370305,Iris-setosa
+12,5.10894771617593,3.1373683471904448,1.5100223820833707,0.26156240584997303,Iris-setosa
+13,5.108947716184887,3.0540022405896416,4.899491293736188,1.6654342652476435,Iris-versicolor
+14,6.21561592906368,3.054118805910946,5.009845172891628,1.7026608666967178,Iris-virginica
+15,5.10894771617303,3.054326360810534,1.5100223820547192,0.26153122951763463,Iris-setosa
+16,5.1089477161730255,3.0673023165352373,1.5100223820547074,0.2615311996692603,Iris-setosa
+17,6.257035639867775,3.054126263662555,5.070086683544026,1.7024142395882642,Iris-virginica
+18,5.1089477161730255,3.0550063109154473,1.5100223820547056,0.2615308543681476,Iris-setosa
+19,5.1089477161730255,3.0546161575621755,1.5100223820547056,0.26153085424031736,Iris-setosa
+20,5.1089477161730255,3.0546013851649976,1.5100223820547056,0.26153088177582384,Iris-setosa
+21,5.1089477161730255,3.056313860626186,1.5100223820547056,0.26153088186012485,Iris-setosa
+22,5.1089477161730255,3.054536353292247,1.5100223820547056,0.26153084410315847,Iris-setosa
+23,5.1089477161730255,3.05535598701802,1.5100223820547056,0.2615308992858416,Iris-setosa
+24,5.1089477161730255,3.057655621258582,1.5100223820547056,0.2615309054283116,Iris-setosa
+25,6.219474996253582,3.054090356340655,5.019787387693562,1.7095631369804491,Iris-virginica
+26,5.1089477161730255,3.0569481339692883,1.5100223820547058,0.26153093463000043,Iris-setosa
+27,5.1089477161730255,3.0551048709061317,1.5100223820547056,0.2615308557408261,Iris-setosa
+28,6.2042940231149,3.0541484807685437,4.991209057542748,1.7047733358254544,Iris-virginica
+29,6.235421460257638,3.0541311233942947,5.045421713306247,1.7042355953519328,Iris-virginica
+30,5.1089477161730255,3.0576029759444467,1.5100223820547056,0.26153089864792406,Iris-setosa
+31,5.1089477161730255,3.054904884678541,1.5100223820547058,0.2615309459751811,Iris-setosa
+0,6.179366503412241,3.054010446530336,4.899491360223449,1.6655837927948147,Iris-versicolor
+1,6.236499292679552,3.054124434237084,5.046476090199985,1.704181246099077,Iris-virginica
+2,5.1089477161730255,3.065265169915965,1.5100223820547065,0.26153111084546704,Iris-setosa
+3,6.179497727577335,3.054955560265932,4.899863967809388,1.6737215673697075,Iris-versicolor
+4,6.209408321196708,3.0541560038976536,5.002506063607698,1.7046736977036534,Iris-virginica
+5,6.180728006733068,3.0542540725886207,4.909865892698202,1.6862934675023062,Iris-versicolor
+6,5.1089477161730255,3.0555479212731433,1.5100223820547056,0.26153086465765163,Iris-setosa
+7,6.182785643483205,3.0541993881580383,4.929035055168228,1.6963902457918354,Iris-versicolor
+8,6.179386542209336,3.054007519502879,4.899976480175278,1.6709835141317255,Iris-versicolor
+9,6.179382129378375,3.0540067715865673,4.899866884273272,1.6712905447511885,Iris-versicolor
+10,5.1089477161730255,3.0549880440543866,1.5100223820547056,0.26153086082523513,Iris-setosa
+11,6.193199928615241,3.0541132762673526,4.9630575109030595,1.7019016378464784,Iris-virginica
+12,5.1089477161730255,3.061895145351108,1.5100223820547056,0.26153094439316876,Iris-setosa
+13,5.1089477161730255,3.0626747015370253,1.5100223820547063,0.26153108262980984,Iris-setosa
+14,6.220259319305268,3.054146052040932,5.025285083212933,1.703975689250856,Iris-virginica
+15,5.1089477161730255,3.054829700502507,1.5100223820547056,0.26153087329071834,Iris-setosa
+16,6.179366520915118,3.0540169013888216,4.89949143071002,1.6656497635494811,Iris-versicolor
+17,5.108947716173291,3.054920523660904,1.5100223820554501,0.261533267254865,Iris-setosa
+18,6.206117956473056,3.0541308460870353,4.991771358951389,1.7031447962549222,Iris-virginica
+19,5.1089477161730255,3.063509295768075,1.5100223820547058,0.2615309763947991,Iris-setosa
+20,6.195689748337291,3.0541499381786794,4.970164330591627,1.7031818567161534,Iris-virginica
+21,5.108947716181197,3.1350716152178753,1.5100223821169008,0.2615715554382334,Iris-setosa
+22,5.108947716178202,3.0612927196801714,1.5100223820720766,0.26154596650034273,Iris-setosa
+23,5.108947716173027,3.0959098091343877,1.5100223820547303,0.2615321482566091,Iris-setosa
+24,6.1793760117055845,3.0545004904504416,4.899511991650005,1.6678474528615503,Iris-versicolor
+25,5.1089477161730406,3.054109717356699,1.5100223820547403,0.2615312636804059,Iris-setosa
+26,5.1089477161730255,3.0554080076864856,1.5100223820547056,0.2615308745842603,Iris-setosa
+27,5.1089477196782696,3.054257659999739,4.899491304505733,1.6655623413438567,Iris-versicolor
+28,5.108947716173049,3.056157000909631,1.510022382054801,0.261532162968611,Iris-setosa
+29,5.1089477161730255,3.0545932064623083,1.5100223820547056,0.26153084781720204,Iris-setosa
+30,5.108947716173027,3.2410336731874083,1.5100223820547631,0.26153314868285354,Iris-setosa
+31,6.199105389070064,3.0541419193477504,4.978314058398887,1.7038477052106487,Iris-virginica
+0,5.1089477161730255,3.055104791819228,1.5100223820547056,0.26153087338943315,Iris-setosa
+1,5.108947718258205,3.0618947670219008,1.5100223869853582,0.26168134054764136,Iris-setosa
+2,5.108947716173026,3.0571212254175046,1.510022382054711,0.26153125535041716,Iris-setosa
+3,5.108947716173391,3.0541620889984533,1.5100223820555183,0.26153239721163585,Iris-setosa
+4,6.179397506372428,3.054643617772661,4.899576944690364,1.6700351852486932,Iris-versicolor
+5,5.1089477161730255,3.054719543665118,1.5100223820547056,0.2615308835530611,Iris-setosa
+6,6.179367167249246,3.054026372309632,4.899494574339809,1.666265960627299,Iris-versicolor
+7,5.1089477161730255,3.0642012534483696,1.5100223820547058,0.2615310202653281,Iris-setosa
+8,5.1089477161730255,3.066276593608541,1.5100223820547058,0.26153100633144544,Iris-setosa
+9,6.198271804778172,3.054144463687133,4.979315975339588,1.7036599754915909,Iris-virginica
+10,5.1089477161730255,3.0726657472283256,1.5100223820547078,0.2615312827371136,Iris-setosa
+11,5.1089477161730255,3.0566227438850913,1.510022382054706,0.261530988011222,Iris-setosa
+12,5.1089477161730255,3.054296454666507,1.5100223820547058,0.261530899052987,Iris-setosa
+13,5.108947722463509,3.0748088437346364,1.510022398304514,0.26181049805239254,Iris-setosa
+14,5.1089477161730255,3.0550251775691692,1.5100223820547056,0.2615308567743778,Iris-setosa
+15,5.1089477161730255,3.0599086175698456,1.5100223820547056,0.2615309262735768,Iris-setosa
+16,5.108947716177229,3.0540514731601975,4.899491293681127,1.665434835411968,Iris-versicolor
+17,6.179526486834194,3.054323321096345,4.900238132955608,1.6739061820720067,Iris-versicolor
+18,6.17936650796204,3.0540016377213073,4.8994915250498074,1.6657020578415236,Iris-versicolor
+19,5.108947716179197,3.06326225887012,1.510022382078539,0.2615481352191101,Iris-setosa
+20,5.108947716173034,3.202469659449503,1.5100223820549532,0.2615349949406396,Iris-setosa
+21,6.181074523893744,3.05423891532197,4.914125813322862,1.6888456964098526,Iris-versicolor
+22,6.179367636472732,3.054013700233838,4.899501149933136,1.6667260952584575,Iris-versicolor
+23,5.1089477161730255,3.056331245658212,1.5100223820547056,0.2615309110739544,Iris-setosa
diff --git a/iris/lct_gan/3/9/test.csv b/iris/lct_gan/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/train.csv b/iris/lct_gan/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/9/val.csv b/iris/lct_gan/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/ae_state.json b/iris/lct_gan/3/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f036f83f692459eb43fe0bc0e1a3627bf9a6e1e0
--- /dev/null
+++ b/iris/lct_gan/3/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90cf4644daf7ce6f3fcfc8b36e7e8aa5731cfbfa89994b48c08aa8720f0fc02c
+size 93711
diff --git a/iris/lct_gan/3/d_state.json b/iris/lct_gan/3/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d32145bd38a0d3ffbe2017056416a79511dbd93
--- /dev/null
+++ b/iris/lct_gan/3/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d886082b943cd8f60ec5dda73674723f64f78a446f43bb6b8eef520f19dc408
+size 10583
diff --git a/iris/lct_gan/3/g_state.json b/iris/lct_gan/3/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a0229164a7c6da7c478ba5c5c3cd854a299eafd
--- /dev/null
+++ b/iris/lct_gan/3/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83dfe5e93aee93648a8093ae25b977aeb389696c6543ddf1ee8bf65f0ab67786
+size 17988
diff --git a/iris/lct_gan/3/lct_gan_eval.ipynb b/iris/lct_gan/3/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0ba5bf917fbc77de81c5eb417647bc72d4d18b56
--- /dev/null
+++ b/iris/lct_gan/3/lct_gan_eval.ipynb
@@ -0,0 +1,2167 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9f11d7ea",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:06.056921Z",
+     "iopub.status.busy": "2024-07-25T10:02:06.056046Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.826579Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.825624Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.78255,
+     "end_time": "2024-07-25T10:02:18.828946",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:06.046396",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "43881e1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.853609Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.852331Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.860926Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.860054Z"
+    },
+    "papermill": {
+     "duration": 0.022745,
+     "end_time": "2024-07-25T10:02:18.862980",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.840235",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13ed0e86",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00979,
+     "end_time": "2024-07-25T10:02:18.882578",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.872788",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "7f2dc37b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.903149Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.902892Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.907277Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.906257Z"
+    },
+    "papermill": {
+     "duration": 0.017037,
+     "end_time": "2024-07-25T10:02:18.909344",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.892307",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "3cfc9d4e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.930625Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.930290Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.937621Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.936739Z"
+    },
+    "papermill": {
+     "duration": 0.020253,
+     "end_time": "2024-07-25T10:02:18.939499",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.919246",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d1c78ea1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.962525Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.961870Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.967752Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.966913Z"
+    },
+    "papermill": {
+     "duration": 0.019536,
+     "end_time": "2024-07-25T10:02:18.969593",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.950057",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "47dbdd43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.990401Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.990120Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.995714Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.994882Z"
+    },
+    "papermill": {
+     "duration": 0.018232,
+     "end_time": "2024-07-25T10:02:18.997674",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.979442",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "415c5b02",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:19.018647Z",
+     "iopub.status.busy": "2024-07-25T10:02:19.018401Z",
+     "iopub.status.idle": "2024-07-25T10:02:20.025670Z",
+     "shell.execute_reply": "2024-07-25T10:02:20.024635Z"
+    },
+    "papermill": {
+     "duration": 1.020397,
+     "end_time": "2024-07-25T10:02:20.028013",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:19.007616",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "cf738e6c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:20.050953Z",
+     "iopub.status.busy": "2024-07-25T10:02:20.050638Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.038643Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.037494Z"
+    },
+    "papermill": {
+     "duration": 1.00195,
+     "end_time": "2024-07-25T10:02:21.040889",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:20.038939",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "3de656e9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.066523Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.066174Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.075290Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.074455Z"
+    },
+    "papermill": {
+     "duration": 0.024394,
+     "end_time": "2024-07-25T10:02:21.077212",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.052818",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "fbfaddb1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.099608Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.099319Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.455694Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.454720Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.371586,
+     "end_time": "2024-07-25T10:02:21.459327",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.087741",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "b8b4c8b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.484614Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.484138Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.084545Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.083460Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.615538,
+     "end_time": "2024-07-25T10:02:23.086950",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.471412",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "1996796a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.110286Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.109877Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.117967Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.117227Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021943,
+     "end_time": "2024-07-25T10:02:23.119894",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.097951",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "8e6f8a8f",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.145237Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.144923Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.149104Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.148291Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019614,
+     "end_time": "2024-07-25T10:02:23.151249",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.131635",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "c5577c61",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.174309Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.174017Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.287439Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.286698Z"
+    },
+    "papermill": {
+     "duration": 0.127529,
+     "end_time": "2024-07-25T10:02:23.289655",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.162126",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "e01532c5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.316353Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.315491Z",
+     "iopub.status.idle": "2024-07-25T10:02:27.663535Z",
+     "shell.execute_reply": "2024-07-25T10:02:27.662583Z"
+    },
+    "papermill": {
+     "duration": 4.363605,
+     "end_time": "2024-07-25T10:02:27.665569",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.301964",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:02:25.067404: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:02:25.067471: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:02:25.069146: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "bbb78629",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:27.692375Z",
+     "iopub.status.busy": "2024-07-25T10:02:27.691590Z",
+     "iopub.status.idle": "2024-07-25T10:02:27.699054Z",
+     "shell.execute_reply": "2024-07-25T10:02:27.698252Z"
+    },
+    "papermill": {
+     "duration": 0.02267,
+     "end_time": "2024-07-25T10:02:27.701049",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:27.678379",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "f5ba1cc7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:27.724697Z",
+     "iopub.status.busy": "2024-07-25T10:02:27.724443Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.472912Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.472104Z"
+    },
+    "papermill": {
+     "duration": 2.763022,
+     "end_time": "2024-07-25T10:02:30.475231",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:27.712209",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "fd74c69d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.502920Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.502176Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.508145Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.507351Z"
+    },
+    "papermill": {
+     "duration": 0.021181,
+     "end_time": "2024-07-25T10:02:30.510168",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.488987",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "de325d3c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.534817Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.534543Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.031994Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.031238Z"
+    },
+    "papermill": {
+     "duration": 0.512514,
+     "end_time": "2024-07-25T10:02:31.034455",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.521941",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "96ae852f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.061930Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.061226Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.081300Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.080465Z"
+    },
+    "papermill": {
+     "duration": 0.035872,
+     "end_time": "2024-07-25T10:02:31.083219",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.047347",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "4bff3726",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.108757Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.108483Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.198873Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.198033Z"
+    },
+    "papermill": {
+     "duration": 0.105677,
+     "end_time": "2024-07-25T10:02:31.201009",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.095332",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x78aed055cc10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x78aed055cc10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "decf5488",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.228211Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.227700Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.246050Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.245145Z"
+    },
+    "papermill": {
+     "duration": 0.034255,
+     "end_time": "2024-07-25T10:02:31.247958",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.213703",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "c6b9906a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.273021Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.272754Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.276503Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.275655Z"
+    },
+    "papermill": {
+     "duration": 0.018419,
+     "end_time": "2024-07-25T10:02:31.278398",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.259979",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "4e427264",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.303976Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.303223Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.521564Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.520854Z"
+    },
+    "papermill": {
+     "duration": 0.23326,
+     "end_time": "2024-07-25T10:02:31.523616",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.290356",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "dacd692e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.552335Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.551437Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.799648Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.798619Z"
+    },
+    "papermill": {
+     "duration": 0.264485,
+     "end_time": "2024-07-25T10:02:31.801739",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.537254",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "5768f4b5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.830266Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.829937Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.836863Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.836040Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023205,
+     "end_time": "2024-07-25T10:02:31.838747",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.815542",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "2daa6ded",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.864634Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.864353Z",
+     "iopub.status.idle": "2024-07-25T10:02:48.767827Z",
+     "shell.execute_reply": "2024-07-25T10:02:48.766773Z"
+    },
+    "papermill": {
+     "duration": 16.919461,
+     "end_time": "2024-07-25T10:02:48.770589",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.851128",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5599706172943115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.377575159072876\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.27341198921203613\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "346176f4",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:48.800159Z",
+     "iopub.status.busy": "2024-07-25T10:02:48.799823Z",
+     "iopub.status.idle": "2024-07-25T10:03:34.996776Z",
+     "shell.execute_reply": "2024-07-25T10:03:34.995806Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 46.21379,
+     "end_time": "2024-07-25T10:03:34.998799",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:48.785009",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.021085] [G loss: -0.515643]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7202771306037903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7460153102874756\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7407893538475037\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.773261308670044\n",
+      "[Epoch 20/179] [D loss: -0.049352] [G loss: -0.513953]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.086777] [G loss: -0.513009]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8220695853233337\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7196286916732788\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7451252341270447\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7414950728416443\n",
+      "[Epoch 40/179] [D loss: -0.124556] [G loss: -0.516233]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7640470266342163\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8085721731185913\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6973705291748047\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.73238205909729\n",
+      "[Epoch 50/179] [D loss: -0.161471] [G loss: -0.517772]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.219496] [G loss: -0.510908]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5043413639068604\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5498389005661011\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5971457958221436\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4831772446632385\n",
+      "[Epoch 70/179] [D loss: -0.272465] [G loss: -0.479813]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47341546416282654\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4733373820781708\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.505543053150177\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.559964120388031\n",
+      "[Epoch 80/179] [D loss: -0.317411] [G loss: -0.455601]\n",
+      "[Epoch 90/179] [D loss: -0.290568] [G loss: -0.487105]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3792600631713867\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4114399552345276\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.37321120500564575\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3404712677001953\n",
+      "[Epoch 100/179] [D loss: -0.220688] [G loss: -0.569868]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.156967] [G loss: -0.640334]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.38868552446365356\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3233925700187683\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35895973443984985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35995328426361084\n",
+      "[Epoch 120/179] [D loss: -0.180818] [G loss: -0.620377]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.41960597038269043\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4421636462211609\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39384758472442627\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3906732201576233\n",
+      "[Epoch 130/179] [D loss: -0.211760] [G loss: -0.589852]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.221707] [G loss: -0.564026]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4516419768333435\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5010896921157837\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5460488796234131\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42743101716041565\n",
+      "[Epoch 150/179] [D loss: -0.254908] [G loss: -0.493766]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5106927156448364\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4894006550312042\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5365865230560303\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5958073735237122\n",
+      "[Epoch 160/179] [D loss: -0.303959] [G loss: -0.429020]\n",
+      "[Epoch 170/179] [D loss: -0.315679] [G loss: -0.397809]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45097261667251587\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4671415388584137\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4685143530368805\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.49339282512664795\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "5009478a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:35.035528Z",
+     "iopub.status.busy": "2024-07-25T10:03:35.035207Z",
+     "iopub.status.idle": "2024-07-25T10:03:35.063519Z",
+     "shell.execute_reply": "2024-07-25T10:03:35.062568Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049272,
+     "end_time": "2024-07-25T10:03:35.065807",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:35.016535",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "912ea68c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:35.105941Z",
+     "iopub.status.busy": "2024-07-25T10:03:35.105361Z",
+     "iopub.status.idle": "2024-07-25T10:03:36.026535Z",
+     "shell.execute_reply": "2024-07-25T10:03:36.025599Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.943258,
+     "end_time": "2024-07-25T10:03:36.029014",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:35.085756",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "44e90e68",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.017806,
+     "end_time": "2024-07-25T10:03:36.065071",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:36.047265",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 94.075774,
+   "end_time": "2024-07-25T10:03:38.723374",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:02:04.647600",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/3/mlu_log_ae.csv b/iris/lct_gan/3/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfe437caec19af52269164391c7fb09d460f6b55
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/3/mlu_log_gan.csv b/iris/lct_gan/3/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f04e37fd4cef964b90d5282ec5c7565286fa750
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/3/model.pt b/iris/lct_gan/3/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..599bdb08f73ce7bd3ad00891a4ca22d83fb648e5
--- /dev/null
+++ b/iris/lct_gan/3/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5d750c144bc71001840087bcbfede677c2e9ba97f216d6d086abdc82ab3c904
+size 415433
diff --git a/iris/lct_gan/3/params.json b/iris/lct_gan/3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246
diff --git a/iris/lct_gan/4/0/synth.csv b/iris/lct_gan/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27c5fb6e6cf2de25fb550327c2789cd15d6d026b
--- /dev/null
+++ b/iris/lct_gan/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
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+11,6.186459434434373,3.055924677596773,4.9392635328465655,1.7479971778610877,Iris-virginica
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+14,6.179366573863062,3.054210109904635,4.899509267981123,1.6654670757266108,Iris-versicolor
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+16,5.1089477161730255,3.88433574461414,1.510022388363525,0.2615308274953898,Iris-setosa
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+21,5.1089477161730255,3.119919778396501,1.5100223863733402,0.2615308126517118,Iris-setosa
+22,5.108947716307213,3.0544133129869913,4.899492590853953,1.6654288607891807,Iris-setosa
+23,5.1089477161730255,4.222041139986603,1.5100223882888593,0.26153084009438615,Iris-setosa
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+25,5.1089477161730255,4.308752880585541,1.5100223893028826,0.2615308570146673,Iris-setosa
+26,6.179417818657855,3.0540463784725627,4.9005360307135675,1.668459259812033,Iris-versicolor
+27,6.17936659829056,3.069419497490856,1.5100653755272817,0.26159542547292125,Iris-setosa
+28,6.179368213750508,3.057100200576771,4.89966942260824,1.6658211654553021,Iris-setosa
+29,6.180110206079239,3.0544325283877956,4.9073301490366905,1.7010220889249934,Iris-virginica
+30,5.108947716173074,3.101630420431979,1.5100224483093232,0.2615308587094095,Iris-setosa
+31,5.1089477161730255,4.221822192019891,1.5100223914478288,0.26153085228778966,Iris-setosa
+0,5.1089477161730255,4.444993639250325,1.5100223895158966,0.2615308818207631,Iris-setosa
+1,5.108947716173026,4.0403234976723565,1.5100224042737385,0.2615308759517572,Iris-setosa
+2,6.185071362100584,3.05540697975798,4.928176447888241,1.7910939755002178,Iris-virginica
+3,5.1089477161730255,4.52338195698111,1.5100223918599367,0.26153094939576077,Iris-setosa
+4,5.108947716173064,3.088933811372312,1.5100224179373105,0.2615308952850339,Iris-setosa
+5,5.1089477161730255,3.791559402923146,1.5100223900156962,0.2615308263188064,Iris-setosa
+6,5.1089477161730334,3.889342852785566,1.5100224405821137,0.26153097085057736,Iris-setosa
+7,5.1089477161730255,4.275100114447518,1.5100223891874358,0.26153085210436366,Iris-setosa
+8,5.108947716207377,4.017466257256747,1.5100269887138997,0.26153683974633146,Iris-setosa
+9,6.180929283828976,3.0556546345601006,4.915048791760504,1.705122707100175,Iris-virginica
+10,5.1089477161730255,4.299601061645689,1.5100223907674284,0.26153086595325026,Iris-setosa
+11,6.180627242300815,3.054478363323414,4.910097242716983,1.7075285636622497,Iris-virginica
+12,6.1793769304990525,3.0540240716124347,4.899755576033007,1.6657495059741803,Iris-versicolor
+13,5.108947716173039,4.161154749957178,1.510022472565853,0.26153109433311456,Iris-setosa
+14,5.1089477161730255,4.51523121966223,1.510022390428809,0.2615309055269068,Iris-setosa
+15,5.1089477161730255,4.493270481015257,1.5100223898687035,0.26153089731976037,Iris-setosa
+16,5.1089477161730255,4.433825129226973,1.5100223892673577,0.26153087056662316,Iris-setosa
+17,5.108947716173031,3.1420333105260077,1.5100224023545918,0.2615308413637237,Iris-setosa
+18,6.179512389982464,3.05499387545577,4.902594655706295,1.6723010251109058,Iris-versicolor
+19,6.180015272673874,3.0543656539713107,4.906820528795873,1.694390161965288,Iris-virginica
+20,5.1089477161766,3.055677831674572,1.5100225366157498,0.2615309777339982,Iris-setosa
+21,6.17936942514279,3.0597230994158457,4.899766043478935,1.6660973678391455,Iris-setosa
+22,5.108947716173143,3.05822272386086,1.5100224192127365,0.2615308464882408,Iris-setosa
+23,5.108947716173854,3.075827186826925,1.5100225699291707,0.261530971278127,Iris-setosa
+24,6.181350930603285,3.055516638176824,4.915773896308058,1.7103964312880708,Iris-virginica
+25,6.179369618152988,3.0540442411106365,4.899632781796358,1.6657699581360819,Iris-versicolor
+26,5.108947722207463,3.3203432724449446,1.5100531763148024,0.26157789571779916,Iris-setosa
+27,5.1089477161730255,3.595925324810402,1.5100223883885313,0.2615308221146141,Iris-setosa
+28,6.181341302916446,3.0559938424142534,4.91583127457711,1.7077213276529581,Iris-virginica
+29,5.108947717354835,3.0542199596954824,4.899494010324052,1.665432795010021,Iris-setosa
+30,5.1089477161730255,4.2404169019024,1.5100223888170414,0.26153084570562085,Iris-setosa
+31,6.186913748728524,3.0559563797731846,4.942542811452173,1.7571104167298959,Iris-virginica
+0,5.1089477161730255,4.201631789355992,1.5100223884415205,0.2615308415993671,Iris-setosa
+1,5.1089477161730255,4.4321238262498746,1.5100223899455818,0.26153088552602455,Iris-setosa
+2,6.180772697445159,3.054486514053891,4.910389590954193,1.719502446645904,Iris-virginica
+3,5.1089477161730255,4.33669198058427,1.5100223889480238,0.2615308567384116,Iris-setosa
+4,6.185639836240868,3.0560241065372002,4.934988462526624,1.7554637368156323,Iris-virginica
+5,5.108947716239539,3.4994577264693314,1.5100266267587794,0.2615373775053856,Iris-setosa
+6,5.108947716173026,3.217284567548339,1.5100223903834429,0.2615308178012783,Iris-setosa
+7,6.179402004843329,3.0542583838058968,4.9002902422284915,1.671022758530472,Iris-versicolor
+8,5.1089477161730255,3.4856246969668576,1.5100223859743545,0.26153081587415566,Iris-setosa
+9,6.183103173093736,3.056436805544185,4.926985874600754,1.7176394431326434,Iris-virginica
+10,5.1089477161730255,4.4430313502969065,1.510022395493087,0.26153093023538737,Iris-setosa
+11,6.1878407298443125,3.055957375100982,4.9412129306937365,1.7510407686475256,Iris-virginica
+12,6.185301020027028,3.055663781272401,4.931732434142186,1.792113240957604,Iris-virginica
+13,6.17936663684713,3.0540423460152395,4.899507284403759,1.6654605656020876,Iris-versicolor
+14,5.10894771617306,3.0587538002656225,1.5100224031437706,0.26153083460415644,Iris-setosa
+15,6.179366775710995,3.060049715850143,1.5100680161530633,0.2616192670994332,Iris-setosa
+16,6.179377065570583,3.054067643752953,4.899776837006596,1.666254261114975,Iris-versicolor
+17,5.108947716173027,3.6131365411291387,1.5100224006984961,0.2615308566838669,Iris-setosa
+18,5.1089477161730255,3.8109283128159444,1.5100223887039905,0.2615308347865911,Iris-setosa
+19,6.180299604647442,3.0554571242758084,4.91100166021791,1.6938759778374033,Iris-versicolor
+20,5.1089477161730255,3.8708831694020573,1.5100223869265856,0.26153082108258635,Iris-setosa
+21,5.1089477161730255,4.118698523973633,1.5100223908271928,0.2615308429074568,Iris-setosa
+22,6.179404421092524,3.054062811263935,4.900568386307293,1.668598835849993,Iris-versicolor
+23,6.1817913698247295,3.0552494799003567,4.918438834094584,1.7383271544204917,Iris-virginica
diff --git a/iris/lct_gan/4/0/test.csv b/iris/lct_gan/4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/0/train.csv b/iris/lct_gan/4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/0/val.csv b/iris/lct_gan/4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/synth.csv b/iris/lct_gan/4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..742bcacd606c22295be479329e3bd2e12a013a09
--- /dev/null
+++ b/iris/lct_gan/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173028,3.5855117988934384,1.5100224078828288,0.261530848238237,Iris-setosa
+1,5.1089477161834544,3.8430800232113644,1.5100248331032662,0.2615336235991373,Iris-setosa
+2,6.186870564793519,3.0559434266263343,4.938701240818057,1.7614979068228702,Iris-virginica
+3,6.179382075415123,3.055136132671123,4.899962937804743,1.66696546184523,Iris-versicolor
+4,5.108947716173128,3.077103875640641,1.510022448168949,0.26153087558543503,Iris-setosa
+5,5.108947716173026,4.345705012271811,1.5100223992283701,0.2615309306381772,Iris-setosa
+6,6.179941364952755,3.0548117017923335,4.906318308697732,1.6915934070970153,Iris-versicolor
+7,5.108947716173026,4.047179505509028,1.5100224022782285,0.2615308780185131,Iris-setosa
+8,6.185565903247026,3.055670870920257,4.934077448447684,1.7650586279117235,Iris-virginica
+9,6.1813038363682296,3.0546559255965406,4.914238016901637,1.7335216990623992,Iris-virginica
+10,5.1089477161730255,4.249589018606694,1.5100223943021667,0.2615308742503379,Iris-setosa
+11,6.179368910167516,3.0589551422399515,4.899714626870193,1.666119271447755,Iris-setosa
+12,6.17948136646405,3.0547359790505864,4.901920751242764,1.6744381419422898,Iris-versicolor
+13,6.1829206744142455,3.056091416132893,4.924466246006469,1.7302881436404545,Iris-virginica
+14,6.1840985000146675,3.056248619364319,4.930149249165408,1.7387977201571272,Iris-virginica
+15,6.189154246952428,3.0556579815661506,4.945489023448094,1.7819892978296021,Iris-virginica
+16,5.108947716173031,3.1012000621042928,1.51002240131201,0.2615308297888702,Iris-setosa
+17,5.1089477161730255,4.155278701702337,1.5100223883337045,0.2615308386112766,Iris-setosa
+18,5.108947716173027,3.0810460337812753,1.5100223928599803,0.2615308143027546,Iris-setosa
+19,5.108947718904819,3.0850128525465723,1.5100343939850607,0.26154218449675604,Iris-setosa
+20,5.1089477161730255,4.41836606333078,1.5100223896587321,0.2615308703082167,Iris-setosa
+21,5.108947716173026,3.662517601886656,1.5100223965036979,0.2615308469023423,Iris-setosa
+22,6.1845251018110465,3.055208907916426,4.927488124402647,1.7896213972086512,Iris-virginica
+23,6.182345867452832,3.0563431533687693,4.921361365946607,1.720282987137376,Iris-virginica
+24,5.1089477161730255,4.566833700731414,1.5100223905944612,0.26153094789210724,Iris-setosa
+25,5.1089477161730255,4.358047186431072,1.510022389215734,0.2615308633173302,Iris-setosa
+26,5.1089477161730255,4.556383546107549,1.51002239079841,0.2615309397111222,Iris-setosa
+27,5.1089477161730255,4.29975684956365,1.5100223894505787,0.2615308502084345,Iris-setosa
+28,6.179478157133432,3.0550862939358643,4.901987739066481,1.6724394904198607,Iris-versicolor
+29,5.1089477161730255,4.359768272000927,1.510022392193712,0.2615308816011031,Iris-setosa
+30,6.179503981508358,3.0541574696592053,4.901740886229523,1.67332648471264,Iris-versicolor
+31,6.179367587595939,3.0970707710684042,1.5101857437262882,0.2618349824638366,Iris-setosa
+0,6.182712642965641,3.0557959915330555,4.924577178577323,1.7400209666019393,Iris-virginica
+1,5.108947716173026,3.5671319156041505,1.5100223921115865,0.2615308327982852,Iris-setosa
+2,5.1089477161730255,4.4709011081866485,1.5100223897851393,0.2615308880575212,Iris-setosa
+3,5.108947716173026,4.27000723019031,1.5100223970304991,0.2615308916723515,Iris-setosa
+4,5.1089477161734695,3.21851233759061,1.5100226056173554,0.2615312549857073,Iris-setosa
+5,6.184207174111578,3.0553063763870996,4.930597247409001,1.7523295682913038,Iris-virginica
+6,6.179501791899373,3.054132648798037,4.901894937900454,1.6756634813781996,Iris-versicolor
+7,6.179443306774862,3.054071402625937,4.900884742015932,1.6701761970573392,Iris-versicolor
+8,6.179482322971199,3.054132760032861,4.9014514509142195,1.6731085428383747,Iris-versicolor
+9,6.17937480415221,3.0580424862166455,4.89988872539827,1.6667103974173927,Iris-setosa
+10,6.179542171466442,3.0544220418769426,4.903201456462392,1.675160884558006,Iris-versicolor
+11,5.1089477161730255,3.1204936216983126,1.5100223872811704,0.2615308130602069,Iris-setosa
+12,6.179421811143271,3.0540624617056076,4.900774862364925,1.6695618336152944,Iris-versicolor
+13,6.183283641937952,3.0551660047806144,4.926648511890492,1.7464012256562371,Iris-virginica
+14,6.180167207569721,3.054656985471728,4.907847024809814,1.696703417945387,Iris-virginica
+15,6.179366506698177,3.05450272525918,4.899502143832501,1.665453674655372,Iris-setosa
+16,5.1089477161730255,4.263111348065113,1.5100223915384514,0.26153085850468744,Iris-setosa
+17,6.1793787146156625,3.0545873556916767,4.899917429799939,1.6662379725300278,Iris-versicolor
+18,6.180073363200786,3.0554188288073862,4.90845114050305,1.6909102551289628,Iris-versicolor
+19,6.185864814356464,3.0560927851614017,4.9354946175902485,1.7465502570628852,Iris-virginica
+20,5.1089477161730255,4.451744242959963,1.5100223900053322,0.2615308781991988,Iris-setosa
+21,6.18243857790447,3.055985292979127,4.922472430106322,1.721990026109019,Iris-virginica
+22,5.108947716184037,3.054311559460104,4.899491627735629,1.6654277439432015,Iris-setosa
+23,6.190120364184705,3.0556857944981886,4.952595599253224,1.7833674288783024,Iris-virginica
+24,6.186830460993237,3.0561773846031017,4.942610798650815,1.7361938238964638,Iris-virginica
+25,6.179404836172465,3.054584902639308,4.900539609527155,1.6683226980564587,Iris-versicolor
+26,5.108947716173026,3.1911413946862046,1.5100223887699726,0.26153082069134476,Iris-setosa
+27,6.179525049023314,3.05416243993401,4.902086506778306,1.6728827135035034,Iris-versicolor
+28,5.108947720085534,3.1541685080206197,1.5100406631111813,0.26155637512880725,Iris-setosa
+29,5.1089477161730255,4.205121459325188,1.5100223885408728,0.26153084252668374,Iris-setosa
+30,5.1089477161730255,4.475999350229395,1.5100223900408665,0.261530887181952,Iris-setosa
+31,5.108947716173087,3.056219130816247,1.5100224071004031,0.26153082400922295,Iris-setosa
+0,5.1089477161730255,3.176818359634231,1.5100223890581672,0.26153081505302,Iris-setosa
+1,5.1089477161730255,4.383913338598148,1.510022389257775,0.261530861727188,Iris-setosa
+2,6.182773256015176,3.0549220613276447,4.923526511525894,1.740951742418555,Iris-virginica
+3,6.183458616666803,3.055779070960503,4.925715312235393,1.7531969051072878,Iris-virginica
+4,6.179683341925866,3.0541260988227084,4.903206439657656,1.677396318952895,Iris-virginica
+5,6.184621761779028,3.05587581356232,4.9305184636781245,1.7613657368004674,Iris-virginica
+6,6.1794957054437045,3.0541084613112774,4.901839266229214,1.6730694742149912,Iris-versicolor
+7,6.181798604969165,3.055050179092596,4.919391580381963,1.7287271279105456,Iris-virginica
+8,6.1793921613879075,3.05403161141765,4.900123787286837,1.667160406510802,Iris-versicolor
+9,5.1089477161730255,4.211278585252117,1.510022393704682,0.26153086467063547,Iris-setosa
+10,5.108947717010476,3.0562968885364654,1.5100250179124555,0.2615339741339391,Iris-setosa
+11,6.180083825018155,3.055628652097461,4.908769015988536,1.6868455391736408,Iris-versicolor
+12,5.1089477161730255,3.9883035214685307,1.5100223926558385,0.2615308456706345,Iris-setosa
+13,6.17936750160239,3.057891959087054,4.899650027767995,1.6657085583947517,Iris-setosa
+14,5.108947716173045,3.0918953788458,1.5100224132412914,0.26153085366787165,Iris-setosa
+15,5.10894771617306,3.0586453944585603,1.5100224041433383,0.2615308248431003,Iris-setosa
+16,5.108947716173095,3.253599612168648,1.5100224901862533,0.2615309323269773,Iris-setosa
+17,6.184973642769834,3.054885411188796,4.927734628025098,1.7874491628251534,Iris-virginica
+18,6.179397720950906,3.054074938853189,4.900316710909834,1.6677102981190204,Iris-versicolor
+19,5.10894771617309,3.0545871776455247,1.5100224025042102,0.2615308143884012,Iris-setosa
+20,5.1089477161730255,4.4568947234117084,1.510022389295974,0.2615308819328777,Iris-setosa
+21,5.108947716173039,3.991299759996512,1.5100224603052375,0.26153102994230965,Iris-setosa
+22,6.180676390075216,3.0546688703919753,4.910328789718541,1.7275891998090027,Iris-virginica
+23,5.1089477161730255,4.149041002923658,1.5100223950653795,0.2615308615147406,Iris-setosa
+24,5.108947716173029,3.722665956958173,1.5100224180988517,0.2615308764202809,Iris-setosa
+25,6.179376764937535,3.054037071636953,4.899837731897005,1.6663435632070103,Iris-versicolor
+26,5.108947716212707,3.21697825934291,1.510024649107653,0.26153432713338126,Iris-setosa
+27,5.108947716191521,3.054223313619121,4.899491720992773,1.6654277704912028,Iris-setosa
+28,5.1089477161730255,3.127799020236659,1.5100223848421641,0.26153081099743064,Iris-setosa
+29,5.108947719243105,3.271969295058546,1.5100448989637398,0.2615579365050432,Iris-setosa
+30,5.1089477161730255,4.384496719015804,1.510022395276673,0.2615309176713318,Iris-setosa
+31,5.1089477161730255,3.8194003111984505,1.5100223899040315,0.26153082586462245,Iris-setosa
+0,5.108947716173065,3.0680426238832545,1.5100224115639502,0.2615308568966846,Iris-setosa
+1,6.181505331593869,3.0554047597906138,4.91811029183536,1.718735191672359,Iris-virginica
+2,5.108947716173035,4.0516796332238885,1.510022454361839,0.26153100692561443,Iris-setosa
+3,5.108947716173034,4.038050869295064,1.5100224501377875,0.26153098821448556,Iris-setosa
+4,5.1089477162907535,3.1841721134749905,1.5100262949629852,0.26153593797707814,Iris-setosa
+5,6.189146662347256,3.055525634463017,4.944003713898059,1.7981050747957306,Iris-virginica
+6,6.179366645653839,3.054016542906805,4.899505366730068,1.6654558542086992,Iris-versicolor
+7,6.185209365800854,3.0555318618020153,4.9325086776074825,1.7734834342106212,Iris-virginica
+8,5.108947716173095,3.661479067284084,1.5100225508669085,0.2615310505276587,Iris-setosa
+9,6.183992220377401,3.055560282576271,4.9270339352717585,1.7614787028546683,Iris-virginica
+10,5.1089477161730255,3.9577453916505876,1.5100223870023437,0.2615308252341753,Iris-setosa
+11,5.108947716173532,3.0764714363892383,1.5100225040893491,0.26153102796288563,Iris-setosa
+12,5.108947716173029,4.49446743091139,1.5100224266034545,0.26153117589290475,Iris-setosa
+13,5.108947716173026,3.0984040418323997,1.5100223881826278,0.2615308126634123,Iris-setosa
+14,6.183408815113241,3.054978894323502,4.923852105296877,1.7494541802531982,Iris-virginica
+15,6.180242350516892,3.0547326543820588,4.909225725248291,1.70656549411861,Iris-virginica
+16,5.1089477161730255,4.387625871838871,1.5100223915319062,0.2615308806513795,Iris-setosa
+17,5.1089477161730255,3.169621823312863,1.5100223864052111,0.26153081327346867,Iris-setosa
+18,5.1089477161730406,3.3264870039080283,1.5100224347905167,0.2615309069945884,Iris-setosa
+19,6.18079119071556,3.055292362711035,4.913227532773468,1.7138750053311562,Iris-virginica
+20,5.108947716173027,3.6252287539861685,1.5100224045293031,0.26153084211325167,Iris-setosa
+21,5.1089477161730255,4.406895971802222,1.5100223895073197,0.26153087067615693,Iris-setosa
+22,5.108947716173029,4.077418022812742,1.5100224231295496,0.26153091574774,Iris-setosa
+23,6.1875453485497465,3.0555320864852917,4.937527326645469,1.794340862117214,Iris-virginica
diff --git a/iris/lct_gan/4/1/test.csv b/iris/lct_gan/4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/train.csv b/iris/lct_gan/4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/1/val.csv b/iris/lct_gan/4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/synth.csv b/iris/lct_gan/4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15f17d93678e1501fe625dd7430d08e2493b7b94
--- /dev/null
+++ b/iris/lct_gan/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.8812144739178747,1.5100223874687801,0.2615308268020616,Iris-setosa
+1,5.108947716173029,4.216707979654867,1.5100224267436255,0.26153096816317767,Iris-setosa
+2,5.1089477161730255,4.205339273914189,1.5100223880003367,0.2615308390202763,Iris-setosa
+3,6.179596627645277,3.054256048427998,4.90343880312156,1.6807075825829014,Iris-versicolor
+4,6.179367941449359,3.055794457287377,4.899639032054515,1.6657496454525427,Iris-setosa
+5,5.108947716173129,4.101923297453078,1.5100226347203778,0.2615314080756286,Iris-setosa
+6,6.179380072373563,3.0540198031191292,4.899835918722324,1.6659658284771302,Iris-versicolor
+7,6.179366555688719,3.0543150333221503,4.899510938798861,1.6654695534971407,Iris-setosa
+8,6.183129678775481,3.0559549378961797,4.923596534213238,1.734895706119287,Iris-virginica
+9,6.188263164953238,3.0558383205341713,4.943374507132697,1.770066517760312,Iris-virginica
+10,5.1089477161730255,3.7940385636295084,1.51002238790741,0.26153082197414473,Iris-setosa
+11,5.10894775743838,3.120373148799453,1.5100749747371696,0.2615996786018505,Iris-setosa
+12,6.179686557182501,3.05444913724123,4.904348346083091,1.6823451254409383,Iris-versicolor
+13,5.108947716173027,3.340869567048363,1.5100224013911803,0.2615308332761551,Iris-setosa
+14,6.179366846130196,3.0541528921273473,4.899524301427803,1.6655084646338536,Iris-versicolor
+15,6.17962138757021,3.055289122261004,4.903386867283413,1.6808401408608624,Iris-versicolor
+16,5.10894771617376,3.0666997974894326,1.5100225416909605,0.2615309444284342,Iris-setosa
+17,6.17971373840845,3.0551729468197077,4.905248828227695,1.6816521610477466,Iris-versicolor
+18,6.1793756537255184,3.054052326564232,4.899743367815294,1.6662150350176659,Iris-versicolor
+19,6.179369994007786,3.056273725733233,4.899693382812598,1.666194781546158,Iris-setosa
+20,6.188198121682767,3.055739579227202,4.941339668787453,1.770509657646335,Iris-virginica
+21,6.179366503023983,3.0741916004380703,1.5100376146227459,0.2615606604871169,Iris-setosa
+22,6.182421998301972,3.0554068946339084,4.920977193249643,1.7296685203959568,Iris-virginica
+23,5.1089477161730255,4.449905389142602,1.5100223900168808,0.2615308816030629,Iris-setosa
+24,6.186186409563562,3.055794942071983,4.935385714254675,1.754450024391525,Iris-virginica
+25,5.1089477161730255,4.318521256999651,1.5100223890334845,0.26153085968028095,Iris-setosa
+26,6.1814668830696995,3.0549896227738707,4.915911774872192,1.741059807969827,Iris-virginica
+27,6.18531555131902,3.0562810355364896,4.93290483811348,1.732803608988079,Iris-virginica
+28,5.108947716748353,3.2521630301625954,1.5100320916812855,0.26154280739611085,Iris-setosa
+29,5.1089477161730255,3.5620645323454188,1.5100223886003907,0.2615308211355629,Iris-setosa
+30,6.179371694259403,3.0590778983958247,4.899884282317861,1.6662251830371246,Iris-setosa
+31,6.182015804838255,3.054893943518613,4.919268342640936,1.7315770150625711,Iris-virginica
+0,5.1089477161730255,4.456776543026852,1.5100223894321645,0.2615308793537869,Iris-setosa
+1,6.1851542301343985,3.056213376388758,4.936871067578661,1.7412489830436102,Iris-virginica
+2,6.186986804671781,3.055301278501652,4.936133464004866,1.7988138010595276,Iris-virginica
+3,5.108947716173026,4.010357403156401,1.5100224032048384,0.2615308907248612,Iris-setosa
+4,6.179520846812436,3.054710122211355,4.902843996037078,1.6742968161034129,Iris-versicolor
+5,6.1801172643146245,3.0543841720288785,4.906992984090884,1.707569881884015,Iris-virginica
+6,6.181577389526068,3.0549917293430946,4.916629967825623,1.7330793683140102,Iris-virginica
+7,5.1089477161730255,4.05961698643027,1.510022387741565,0.26153083658194537,Iris-setosa
+8,5.1089477161730255,4.227958092873342,1.5100223895181737,0.26153084857655196,Iris-setosa
+9,6.179367842875788,3.0543888321693218,4.899592431087204,1.6655845454350455,Iris-versicolor
+10,5.108947716173029,3.440491278280706,1.510022412045695,0.261530867829134,Iris-setosa
+11,6.184828167755903,3.055851661870937,4.932628477530035,1.7593220052188052,Iris-virginica
+12,6.180655332407905,3.0562638948085366,4.912856673610895,1.6923944908752329,Iris-versicolor
+13,5.108947716173107,3.529775219592567,1.5100225539516634,0.2615310286560031,Iris-setosa
+14,5.108947716185414,3.1197372852662473,1.5100233419960187,0.2615320674139784,Iris-setosa
+15,5.1089477161730255,3.6788255676876638,1.5100223884918578,0.261530823931223,Iris-setosa
+16,6.180516850007431,3.054382260686581,4.908611007660565,1.7082831367084415,Iris-virginica
+17,6.182479267683303,3.0565146226298903,4.9225893253145845,1.7084656070328779,Iris-virginica
+18,5.108947719110796,3.0544881923866507,4.8994972900839,1.66543685768254,Iris-setosa
+19,5.1089477161730255,4.422473321117607,1.510022391237012,0.26153088944532854,Iris-setosa
+20,5.1089477161730255,4.38943381535505,1.5100223896621268,0.26153086431663053,Iris-setosa
+21,5.108947716173026,3.3205714419848418,1.5100223932220025,0.2615308262054456,Iris-setosa
+22,5.1089477161730255,4.416026153531246,1.5100223892144502,0.2615308667926653,Iris-setosa
+23,6.180545711629706,3.0546957364948004,4.910641454540555,1.7142232868801923,Iris-virginica
+24,5.108947716173026,4.361190351924009,1.5100224065659016,0.2615309544561448,Iris-setosa
+25,5.1089477161730255,4.319280826134049,1.5100223887047133,0.2615308495604614,Iris-setosa
+26,5.108947716359887,3.421141944911989,1.5100299680537728,0.2615391295371186,Iris-setosa
+27,6.179366658794519,3.054265745981587,4.899517488086902,1.6655062377274694,Iris-versicolor
+28,6.1881621695805995,3.0558282424880563,4.943364326562481,1.755961278156939,Iris-virginica
+29,5.108947716173588,3.8649716258180247,1.5100229348374175,0.2615316019115127,Iris-setosa
+30,5.1089477161730255,3.9848355917445004,1.5100223887791246,0.2615308309144383,Iris-setosa
+31,5.1089477161730255,4.172846159242205,1.5100223882628614,0.2615308355068926,Iris-setosa
+0,5.1089477485059085,3.13279995922714,1.5100698795066578,0.2615961435968375,Iris-setosa
+1,6.179367788659775,3.054014277810034,4.899565578852497,1.6655401450524445,Iris-versicolor
+2,6.181466057610327,3.0557152856623664,4.916856820070983,1.7124495690947292,Iris-virginica
+3,5.1089477161730255,4.25734616475718,1.5100223937801638,0.26153087232008043,Iris-setosa
+4,5.1089477161730255,3.973452049059254,1.5100223876065886,0.26153082438750064,Iris-setosa
+5,6.1793680872228185,3.0540401274911337,4.899580791881994,1.6656801960356395,Iris-versicolor
+6,6.182069219170932,3.056408515172762,4.919505856969969,1.715369890372739,Iris-virginica
+7,6.179366825715831,3.054016975241941,4.899514303464823,1.6654632975981871,Iris-versicolor
+8,5.108947716173026,4.0267453236031345,1.510022395879186,0.26153086035185175,Iris-setosa
+9,6.179806763788701,3.0557599514500535,4.905667284917242,1.680447917918054,Iris-versicolor
+10,6.179853882512153,3.0553917006914615,4.906657639672414,1.6807373461234931,Iris-versicolor
+11,5.108947727344372,3.054016477076517,4.899496077443027,1.6654319213820445,Iris-versicolor
+12,6.179388250097918,3.054063300079609,4.900137642377303,1.667136707628067,Iris-versicolor
+13,6.180098677273711,3.054758441139829,4.9074078501439695,1.7040179112271558,Iris-versicolor
+14,5.108947716173142,3.459508171360201,1.5100225617574523,0.261531059896583,Iris-setosa
+15,6.179366527200049,3.0543001147751925,4.8995060151546115,1.6654537209936295,Iris-setosa
+16,6.187150445717943,3.0554921467941103,4.938158743995335,1.7693229333252154,Iris-virginica
+17,5.108947716173068,3.218109035435928,1.5100224554177737,0.2615309230181353,Iris-setosa
+18,5.108947726908211,3.0541874090202352,4.899499952976962,1.6654404372193414,Iris-setosa
+19,5.1089477161730255,4.145473851132831,1.5100223876257983,0.2615308345315944,Iris-setosa
+20,5.108947716173075,3.0646917210424753,1.5100224122884696,0.2615308475501103,Iris-setosa
+21,6.18422219238277,3.0563924120327837,4.932997116727973,1.737020566799371,Iris-virginica
+22,6.179368936614853,3.0598937975293485,4.89978107643554,1.665994142431745,Iris-setosa
+23,5.108947716184323,3.0551079620368693,1.5100227273688251,0.26153092333643607,Iris-setosa
+24,6.179801407888979,3.0550446714846666,4.906349479658919,1.6841269639666079,Iris-versicolor
+25,6.179737435310427,3.054882457202396,4.905579139423527,1.6812374535404013,Iris-versicolor
+26,6.1799201424027235,3.0543053666335838,4.905793469192317,1.6935219540212867,Iris-virginica
+27,6.179414042444843,3.054552738166741,4.900704958785719,1.670283864972929,Iris-versicolor
+28,5.108947716174373,3.055215744707554,1.5100224805060336,0.2615308832253942,Iris-setosa
+29,5.10894771617313,4.070359140365975,1.5100226494063305,0.2615313324015142,Iris-setosa
+30,5.1089477161730255,4.440346378501836,1.510022389559628,0.26153087153266913,Iris-setosa
+31,5.108947716173026,3.623359968693828,1.5100223926984666,0.2615308432597583,Iris-setosa
+0,5.108947716173035,3.0763625419740297,1.5100224057006535,0.2615308238139126,Iris-setosa
+1,6.179371319252589,3.0550232832064075,4.8997332968753735,1.6659177607465145,Iris-versicolor
+2,5.1089477161730255,4.052893171648323,1.5100223890989197,0.26153083378051684,Iris-setosa
+3,5.1089477161730255,3.2552260993375923,1.5100223892405809,0.2615308211930032,Iris-setosa
+4,6.179506516939678,3.054487044066949,4.902797053556006,1.672571313785515,Iris-versicolor
+5,5.1089477161730255,3.1670045708359664,1.510022387194433,0.2615308119675232,Iris-setosa
+6,5.1089477161730255,3.2810813685027935,1.5100223865015472,0.26153082102224906,Iris-setosa
+7,6.179367046086435,3.054038546347349,4.8995234375793,1.6654781619528047,Iris-versicolor
+8,5.1089477161730255,4.399979482809569,1.5100223894570144,0.26153086846543355,Iris-setosa
+9,6.183278783649402,3.054700289877986,4.920795901870039,1.7604241550812547,Iris-virginica
+10,5.1089477161730255,4.212404029318181,1.510022394573609,0.2615308731102719,Iris-setosa
+11,5.108947716952938,3.1174069576600796,1.510031044886779,0.261538409683451,Iris-setosa
+12,6.182283365920967,3.0563116405582003,4.922566784856756,1.7120290491732908,Iris-virginica
+13,6.18385513834714,3.0552640662018247,4.924878731069315,1.7713467953577187,Iris-virginica
+14,5.1089477161730255,3.6284964879928716,1.5100223897883103,0.2615308329530203,Iris-setosa
+15,5.108947716173047,3.250655496136036,1.5100224541789244,0.2615308671615683,Iris-setosa
+16,5.1089477161730255,4.331372729888066,1.510022390715189,0.2615308658863256,Iris-setosa
+17,6.179615383163738,3.0544501640126116,4.9041309849682255,1.6795628224885935,Iris-versicolor
+18,5.1089477161730255,3.9749594414135996,1.5100223869817295,0.2615308251043112,Iris-setosa
+19,5.10894771617303,3.069286267653112,1.5100223926944891,0.26153081921501836,Iris-setosa
+20,6.182104360280181,3.0556102598645403,4.922484264706528,1.7179873331634694,Iris-virginica
+21,5.108947716173102,3.0645653671368334,1.5100224230379924,0.2615308549577048,Iris-setosa
+22,6.180206237105044,3.055033437421461,4.908764732394802,1.699596838659716,Iris-versicolor
+23,6.1844009960160795,3.0560716013419054,4.931014766476162,1.7377751855226873,Iris-virginica
diff --git a/iris/lct_gan/4/10/test.csv b/iris/lct_gan/4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/train.csv b/iris/lct_gan/4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/10/val.csv b/iris/lct_gan/4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/synth.csv b/iris/lct_gan/4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ae3b49f16ab5adfd729a3d4e424670f9902aa09
--- /dev/null
+++ b/iris/lct_gan/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366761465004,3.0542293982545554,4.899525362414807,1.6654987809560113,Iris-versicolor
+1,6.179368899558521,3.0540548157264134,4.8995952528642706,1.665602378872852,Iris-versicolor
+2,6.188293640020914,3.055843337823423,4.942609779343109,1.7579833000538552,Iris-virginica
+3,5.1089477161730255,4.10206888497165,1.5100223955774223,0.26153085737173154,Iris-setosa
+4,5.1089477161730255,3.2833338794257334,1.5100223879551926,0.261530819815032,Iris-setosa
+5,5.108947718536492,3.065841244555143,1.5100303269122228,0.2615375241594214,Iris-setosa
+6,5.108947716173028,3.7641356291623023,1.5100224113698488,0.26153088333107666,Iris-setosa
+7,6.1831094637355655,3.0563428486930144,4.925153178105778,1.7257628456628527,Iris-virginica
+8,5.108947716173257,3.695282212037361,1.5100226599077027,0.26153143033182025,Iris-setosa
+9,5.1089477161730255,4.063195162895185,1.510022387753118,0.26153082824619533,Iris-setosa
+10,5.1089477161730255,4.10083473967976,1.5100223878440033,0.26153083218527995,Iris-setosa
+11,5.1089477161730255,4.479600503351522,1.5100223966560449,0.2615309624576463,Iris-setosa
+12,5.108947716173026,3.7752644709658028,1.5100223948486522,0.2615308409602816,Iris-setosa
+13,6.184471997025634,3.0557781738373087,4.931164154462584,1.7588315307811895,Iris-virginica
+14,6.179397171685886,3.055995396582587,4.900361933016023,1.667380059238079,Iris-versicolor
+15,5.108947716173026,3.967479766733397,1.5100224025112696,0.261530875307567,Iris-setosa
+16,5.1089477161730255,3.580300528182701,1.5100223885997919,0.26153082625995894,Iris-setosa
+17,6.180866316407562,3.055473528771099,4.915220773358836,1.7032391978206642,Iris-virginica
+18,5.108947749302474,3.066134118048938,1.5100539106561,0.2615634795909295,Iris-setosa
+19,5.1089477161730255,3.1518577440592423,1.5100223874526741,0.26153081474299933,Iris-setosa
+20,5.1089477162291725,3.8877419567701423,1.5100285119755048,0.2615367053660919,Iris-setosa
+21,5.108947716173063,3.056288159193726,1.5100224065699228,0.26153081722475835,Iris-setosa
+22,6.179401582031788,3.0571509733625697,4.9005489900502575,1.6674527704910693,Iris-versicolor
+23,6.179373964457867,3.0564136540103335,4.899858002436108,1.6662824808605208,Iris-setosa
+24,5.1089477161730255,4.359343667497014,1.510022389567821,0.2615308622750333,Iris-setosa
+25,6.179485316013074,3.054361068339585,4.902173413508304,1.6725792762871114,Iris-versicolor
+26,6.17945941887014,3.0540952770792367,4.9010996144644565,1.670813090333214,Iris-versicolor
+27,6.179366640743823,3.0540241375166155,4.899505666729416,1.6654442976301533,Iris-versicolor
+28,5.108947716173026,3.11118992370567,1.5100223916554605,0.2615308181459961,Iris-setosa
+29,6.185875447026145,3.0561666662146796,4.939702347940674,1.7339190313178485,Iris-virginica
+30,5.1089477161730255,4.025286563455984,1.5100223878900332,0.26153083143029976,Iris-setosa
+31,6.18135741488645,3.0546212205829764,4.914401282793741,1.723692184153644,Iris-virginica
+0,5.108947716173071,3.0562217382691927,1.5100224058171192,0.26153081890927843,Iris-setosa
+1,5.108947716177833,3.054694545059656,1.5100225096601045,0.2615309750164149,Iris-setosa
+2,5.108947716184635,3.0547238476126375,1.5100226061420439,0.2615309922522622,Iris-setosa
+3,5.1089477161730255,4.256666550268509,1.5100223896395242,0.2615308506021772,Iris-setosa
+4,5.1089477161730255,4.160612995411782,1.5100223889757947,0.26153083741676847,Iris-setosa
+5,5.108947716173026,3.0825333859570208,1.510022388054219,0.261530811432807,Iris-setosa
+6,5.1089477161730255,4.3674855438628875,1.510022389119628,0.2615308652591301,Iris-setosa
+7,6.181352780915089,3.0547476434129552,4.915820625000281,1.7249270195374728,Iris-virginica
+8,6.179847270863186,3.054453289957686,4.906304657478579,1.6897447005237245,Iris-virginica
+9,5.1089477161730255,4.204828944841661,1.5100223895281455,0.2615308452995295,Iris-setosa
+10,5.1089477161735655,3.054270604367541,1.510022428894716,0.2615308252043777,Iris-setosa
+11,5.1089477161730255,3.622394846056565,1.5100223870616578,0.26153081971666325,Iris-setosa
+12,6.179380645070317,3.061853612048761,4.900201494598683,1.6670547432907972,Iris-setosa
+13,5.108947716173026,4.536091654621433,1.5100223977276048,0.2615310295256188,Iris-setosa
+14,5.1089477161730255,4.331591265717429,1.5100223892704536,0.2615308559636366,Iris-setosa
+15,6.181332506963589,3.0545611223846985,4.914198221690511,1.723604758137344,Iris-virginica
+16,6.179373058963898,3.05407873327629,4.899711409045133,1.6660746713042027,Iris-versicolor
+17,6.179740892662305,3.054888685849447,4.9057155042688185,1.6807317457817639,Iris-versicolor
+18,5.1089477161730255,4.010329171747987,1.510022391009416,0.2615308401417524,Iris-setosa
+19,6.179441457802948,3.0540976866136846,4.9008613244180275,1.6700585001581005,Iris-versicolor
+20,5.1089477161730255,3.2490112226646195,1.5100223901666765,0.2615308163434535,Iris-setosa
+21,6.1835199160885965,3.0557400939964108,4.928129822377472,1.744412032561232,Iris-virginica
+22,6.185760733968853,3.055845652876189,4.934411249834397,1.7649195932700381,Iris-virginica
+23,5.108947716173026,4.054100424978184,1.5100224008774739,0.2615309005319775,Iris-setosa
+24,6.181928574906999,3.0555416186707816,4.918477899218749,1.7292314816687069,Iris-virginica
+25,5.108947716173105,3.2103444321752814,1.5100224844236063,0.2615309977780821,Iris-setosa
+26,5.1089477161730255,4.517828715304954,1.5100223903300165,0.26153090558777536,Iris-setosa
+27,5.108947728167392,3.0612050350442823,1.5100381588509066,0.26154764543841386,Iris-setosa
+28,5.108947716767833,3.0541759321119386,4.899493474626744,1.665429285166002,Iris-setosa
+29,6.186923744874212,3.0558976747520883,4.936217547510473,1.7679309882090046,Iris-virginica
+30,5.108947718270774,3.2027833732479234,1.5100372281583223,0.2615533716883405,Iris-setosa
+31,6.180141726391819,3.055350277366195,4.908041554682751,1.6933867432074527,Iris-versicolor
+0,5.108947716173094,3.2144143657734303,1.5100224857020204,0.2615309339174329,Iris-setosa
+1,6.182325342168473,3.0568115637663795,4.9227391572939325,1.7057099974658276,Iris-virginica
+2,5.1089477161730255,4.426322271820884,1.5100223897270446,0.2615308749811706,Iris-setosa
+3,6.179367029689421,3.0558246763328007,4.899573571922129,1.66563228074478,Iris-setosa
+4,5.108947716173191,3.22627690221338,1.5100225579002553,0.26153098698438726,Iris-setosa
+5,6.1831894506791265,3.0557043420875707,4.924133990778225,1.758116174809036,Iris-virginica
+6,6.179366638150786,3.06831833894007,1.5100705954983848,0.2616123044331665,Iris-setosa
+7,5.1089477161730565,3.634627031060784,1.5100224845648493,0.2615309926503461,Iris-setosa
+8,6.1796642408900855,3.0543066481483088,4.90383554441408,1.6858124286535523,Iris-versicolor
+9,5.1089477161730255,4.3828171562838705,1.5100223900943741,0.26153087517396845,Iris-setosa
+10,5.108947716173026,4.163900821114254,1.510022403919962,0.26153088260178786,Iris-setosa
+11,6.179777091957833,3.0542472392688644,4.9052370307571795,1.6861759011091377,Iris-virginica
+12,6.183285836307359,3.056561709925742,4.929200645769779,1.716315008806449,Iris-virginica
+13,5.1089477161730255,3.68114801316703,1.5100223887280417,0.2615308315337461,Iris-setosa
+14,5.108947716173026,4.19469180853444,1.510022398053866,0.26153087437014366,Iris-setosa
+15,5.1089477161730255,4.226676963923654,1.510022388242032,0.26153083990371045,Iris-setosa
+16,5.1089477161849155,3.338771659148505,1.510024249377159,0.26153250492767094,Iris-setosa
+17,6.182809425288454,3.0562885035135525,4.924986410297629,1.7227098780152845,Iris-virginica
+18,6.179366842047655,3.054879772574317,4.899551490797654,1.66555205027751,Iris-setosa
+19,6.179369399990577,3.06902002531568,1.5102269258981331,0.2619027711446513,Iris-setosa
+20,5.1089477161845265,3.0813546860178773,1.5100232287994253,0.2615313950245107,Iris-setosa
+21,5.1089477161730255,4.01759628659039,1.510022388300856,0.26153083152113116,Iris-setosa
+22,6.179426856711403,3.054275985974739,4.901146842453304,1.6697940663120572,Iris-versicolor
+23,5.108947716273875,3.121947848334624,1.5100253099460461,0.26153410344853034,Iris-setosa
+24,5.108947716173027,3.4775726923016723,1.5100224032717497,0.2615308559112341,Iris-setosa
+25,5.108947723063793,3.054060376341937,4.89949612856887,1.665434534307286,Iris-versicolor
+26,6.185117306513957,3.055291467097133,4.933407050394844,1.7605972713831233,Iris-virginica
+27,5.1089477161730255,3.974034502167874,1.510022388387033,0.26153083256886595,Iris-setosa
+28,6.179366597598935,3.0720792790003744,1.510064314091207,0.261608121416047,Iris-setosa
+29,5.108947716245219,3.068239448445859,1.5100238696686972,0.2615322926328716,Iris-setosa
+30,6.182568527449833,3.055043067710934,4.9210550436573595,1.7583881886107582,Iris-virginica
+31,5.1089477161730255,4.061724965936596,1.5100223872931267,0.2615308285556755,Iris-setosa
+0,6.179367080714727,3.0639911785090006,1.5101049302141694,0.26167777547470794,Iris-setosa
+1,5.108947716173026,3.2624046432878138,1.5100223940516335,0.2615308268148061,Iris-setosa
+2,5.108947716173073,3.52327571056287,1.5100224919961824,0.2615310311438879,Iris-setosa
+3,5.108947716173027,3.515165259669865,1.5100224038670191,0.2615308506342266,Iris-setosa
+4,5.108947716173032,4.099784304611232,1.5100224420734425,0.26153097729580627,Iris-setosa
+5,5.1089477161730255,4.455037323413636,1.5100223899496164,0.2615308868004696,Iris-setosa
+6,6.180016264497473,3.0542775678637364,4.906424602793181,1.6932313920443645,Iris-virginica
+7,5.108947716210028,3.1088908734605116,1.5100238380229496,0.26153317516547786,Iris-setosa
+8,5.1089477161730255,3.116181827872701,1.510022386405402,0.26153081338934653,Iris-setosa
+9,6.184190582308456,3.055660047585728,4.9313079331299114,1.7526529949593064,Iris-virginica
+10,5.108947716173052,4.0057729933536494,1.5100225100667175,0.2615310621827653,Iris-setosa
+11,5.108947716177888,3.6677585980036973,1.510023877325154,0.26153262956001055,Iris-setosa
+12,5.1089477161730255,4.4974893249893535,1.5100223915750985,0.2615309310616021,Iris-setosa
+13,6.18534377031699,3.055563070339307,4.9312109550691545,1.79023559792594,Iris-virginica
+14,6.182286619130259,3.0551608733888833,4.920900635736822,1.7383925510121738,Iris-virginica
+15,5.1089477161730255,4.134626911276117,1.5100223884461261,0.2615308428649018,Iris-setosa
+16,5.108947716176175,3.055544177222665,1.5100225236400546,0.26153096881521853,Iris-setosa
+17,6.179366572835751,3.0541241745256547,4.899506336738645,1.6654612755984406,Iris-versicolor
+18,5.108947716173026,3.202567297363364,1.5100223903055559,0.2615308182130489,Iris-setosa
+19,6.186998782198837,3.055791885453724,4.939964278753988,1.7652343412843852,Iris-virginica
+20,5.108947716173026,4.456098886190589,1.5100224011595988,0.26153097855293195,Iris-setosa
+21,6.179366531206393,3.1244950825396955,1.5100602398464174,0.26159138707234797,Iris-setosa
+22,5.1089477161730255,4.4616155506770125,1.5100223897612912,0.26153088578890327,Iris-setosa
+23,5.1089477161730255,4.15717576992026,1.5100223954376077,0.2615308714655109,Iris-setosa
diff --git a/iris/lct_gan/4/11/test.csv b/iris/lct_gan/4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/train.csv b/iris/lct_gan/4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/11/val.csv b/iris/lct_gan/4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/synth.csv b/iris/lct_gan/4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a9844d22f7916ccbbed49eb3917d300ef644966
--- /dev/null
+++ b/iris/lct_gan/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179755889538831,3.0569715066647345,4.905678491830264,1.6768286224423286,Iris-versicolor
+1,6.18597811214135,3.055408656581448,4.935790257472205,1.7699073199308102,Iris-virginica
+2,5.10894771617303,3.0609728439454083,1.5100223917858213,0.2615308131993382,Iris-setosa
+3,6.179366577360167,3.1160875128162173,1.5100758296805632,0.26161111072389115,Iris-setosa
+4,6.179366618858645,3.077207636048012,1.5100708683190183,0.26161302385804247,Iris-setosa
+5,5.108947716173089,4.044387893174877,1.5100225593217003,0.26153129163928035,Iris-setosa
+6,6.179527796865323,3.0541387816427754,4.901806670465019,1.6751278241078207,Iris-versicolor
+7,6.185369600084155,3.055752030886614,4.931299006370708,1.7643287335633708,Iris-virginica
+8,6.182005920066835,3.054877924194653,4.9189534922481055,1.7400774039519151,Iris-virginica
+9,5.1089477161730255,4.508514617283892,1.5100223941309985,0.26153096397701264,Iris-setosa
+10,6.179366692212973,3.056777306660386,4.899556509937878,1.6655539912749175,Iris-setosa
+11,6.186557982013211,3.055660064892277,4.939075426800874,1.7561004824565154,Iris-virginica
+12,5.108947716391751,3.2758459104813804,1.5100278461758383,0.261540931410776,Iris-setosa
+13,5.1089477161730255,4.257301447854803,1.510022389650585,0.26153085225089767,Iris-setosa
+14,6.179367057021721,3.0540773009770006,4.899529075786881,1.66555976426955,Iris-versicolor
+15,5.1089477162555905,3.3950591630507905,1.5100277369097952,0.26153521856751616,Iris-setosa
+16,5.10894771617632,3.0656738483701678,1.5100227070511538,0.2615310173675662,Iris-setosa
+17,6.187655859014891,3.05610657405357,4.941849694718992,1.7348800127643682,Iris-virginica
+18,6.179624835575538,3.054577515509989,4.904316869095088,1.6784812257008446,Iris-versicolor
+19,6.179614612040717,3.055597209116804,4.903878718427015,1.6748264252331098,Iris-versicolor
+20,6.185778307050749,3.0562996970271117,4.93606069293877,1.7383984303106277,Iris-virginica
+21,5.1089477161730485,3.058295773998555,1.5100224058900662,0.26153081877492784,Iris-setosa
+22,6.181272491396049,3.0551544626205915,4.9159153893498235,1.724866190658241,Iris-virginica
+23,5.108947716607325,3.4525076836240847,1.5100330836007183,0.26154370550094574,Iris-setosa
+24,6.179717927688846,3.0549624569256446,4.905712932549223,1.6799827306628288,Iris-versicolor
+25,6.180601567307282,3.0546056089691094,4.910173664999563,1.720107603292541,Iris-virginica
+26,6.179366590430674,3.0540130405474377,4.899501508467471,1.6654389152584133,Iris-versicolor
+27,6.179402264046679,3.0541934709534018,4.900545992218611,1.6687047959713075,Iris-versicolor
+28,5.10894771617304,3.057625645108559,1.5100223991023631,0.26153081443275294,Iris-setosa
+29,5.1089477161730255,4.317256201406579,1.5100223891743056,0.2615308529385886,Iris-setosa
+30,5.108947718630267,3.054037279356416,4.899494330598164,1.6654294521277844,Iris-versicolor
+31,5.1089477161730255,3.3775506411518443,1.5100223874321832,0.2615308185708738,Iris-setosa
+0,6.1812242930045045,3.054442614483468,4.912182494583075,1.7231856378935064,Iris-virginica
+1,6.179757826300773,3.0553103656472262,4.905644814419568,1.678762224845487,Iris-versicolor
+2,5.108947716173087,3.0692514195083516,1.5100224281969492,0.2615308511181782,Iris-setosa
+3,6.179366496955417,3.056721265439138,1.5100282881266682,0.2615452620306693,Iris-setosa
+4,6.179367824521151,3.054118083601503,4.89956192694594,1.665607474038839,Iris-versicolor
+5,6.1793723610895555,3.0540580127968755,4.899674633174003,1.6660106230543354,Iris-versicolor
+6,5.1089477161730255,4.372903398419863,1.5100223897436718,0.2615308736493778,Iris-setosa
+7,6.180067404198066,3.0548022694213577,4.908211471870308,1.6995020782022818,Iris-virginica
+8,6.179877983538018,3.0545731500336637,4.90629547511077,1.690823599098476,Iris-versicolor
+9,5.108947718537304,3.068520018995818,1.5100302991990262,0.26153977883560003,Iris-setosa
+10,6.179394738712576,3.0557087059539842,4.900268319686877,1.6673337579275123,Iris-versicolor
+11,5.108947716201672,3.0549546153484894,1.5100227805214264,0.26153122447418253,Iris-setosa
+12,5.1089477161730255,4.51990681485347,1.510022390159964,0.26153091023931924,Iris-setosa
+13,6.179395346761184,3.0540608885830816,4.90034242771495,1.6677606585761957,Iris-versicolor
+14,5.1089477161730334,3.0650727025788895,1.510022393986414,0.26153082605333833,Iris-setosa
+15,5.1089477161731,3.0727129450043553,1.5100224432130953,0.26153084530171156,Iris-setosa
+16,5.1089477161730255,3.864178055352326,1.5100223888475879,0.26153083118996046,Iris-setosa
+17,6.17951586899045,3.0550479683822207,4.902339429537936,1.6771225849180376,Iris-versicolor
+18,5.108947716173026,4.099957299263519,1.5100224001357836,0.2615308816220459,Iris-setosa
+19,5.1089477161730255,4.08179718821564,1.5100223887087103,0.2615308362732643,Iris-setosa
+20,5.1089477161730255,4.267909451083375,1.5100223895956295,0.2615308555712157,Iris-setosa
+21,5.1089477161730255,3.7892572552082227,1.510022388794418,0.2615308260368493,Iris-setosa
+22,5.1089477161730255,4.069097897043381,1.5100223888419548,0.26153083873685073,Iris-setosa
+23,5.108947716173026,4.142554167117446,1.5100224011752383,0.26153089401869023,Iris-setosa
+24,5.108947716173026,3.3488392472780646,1.5100223953003482,0.26153084913796226,Iris-setosa
+25,5.1089477161730255,3.6673203414500946,1.5100223939583861,0.26153083304938507,Iris-setosa
+26,5.1089477161730255,4.213242110617583,1.5100223919844715,0.26153085842027823,Iris-setosa
+27,5.108947741710273,3.0908311049778474,1.5100568269575325,0.26157723067945565,Iris-setosa
+28,5.1089477161730255,4.271051174095589,1.510022390966512,0.2615308547421752,Iris-setosa
+29,5.1089477161731995,3.2042659858441542,1.5100225664310136,0.2615309430689077,Iris-setosa
+30,6.179842338325123,3.054621472584439,4.906082076320109,1.6887354628264926,Iris-versicolor
+31,5.1089477162578,3.2688071197303814,1.5100261989806163,0.2615361002411718,Iris-setosa
+0,5.1089477161730255,4.5169443715881155,1.510022391523757,0.261530933049287,Iris-setosa
+1,5.1089477319610195,3.0743313198291506,1.5100467434780578,0.26155959584121047,Iris-setosa
+2,5.108947716173026,3.9335395347943747,1.5100223987429073,0.26153085944015103,Iris-setosa
+3,6.184062969356919,3.055424291337793,4.92902403976624,1.7610588452515352,Iris-virginica
+4,5.108947762995892,3.0544621617775944,4.899516853665381,1.6654643182506028,Iris-setosa
+5,5.1089477161730255,3.4402142447063553,1.510022387102006,0.2615308144007534,Iris-setosa
+6,5.1089477161730334,4.320599150479493,1.5100224562756157,0.261531112761493,Iris-setosa
+7,5.108947716173039,3.081474186530179,1.5100224106796214,0.2615308272162542,Iris-setosa
+8,6.179367010267739,3.083697963752311,1.5101314757277176,0.261700736246498,Iris-setosa
+9,6.18101827692472,3.0544394091999414,4.911862718057451,1.716893098494166,Iris-virginica
+10,6.179366630016534,3.0545836132008,4.899525761372718,1.6654982428733673,Iris-setosa
+11,6.185800871930883,3.0561785920367415,4.935699182641352,1.7344851340230352,Iris-virginica
+12,6.179366540556001,3.0541522934918106,4.899502397173934,1.6654672894908378,Iris-versicolor
+13,5.108947717848143,3.165559681686471,1.5100351211392031,0.2615495943460398,Iris-setosa
+14,5.108947716173048,3.9441601082120936,1.5100224964370432,0.2615310167366162,Iris-setosa
+15,5.1089477161730255,4.341552316342245,1.5100223935251376,0.26153088316091366,Iris-setosa
+16,5.108947716178336,3.054579682803063,1.5100225479371494,0.26153089453217027,Iris-setosa
+17,5.1089477161730255,3.8971757806911183,1.5100223871056266,0.2615308279835502,Iris-setosa
+18,5.1089477161730255,4.485419676652187,1.5100223898694638,0.2615308880420306,Iris-setosa
+19,6.180134610377763,3.054570475014744,4.907809301826241,1.7069984708444308,Iris-virginica
+20,5.108947718079622,3.3303303134813387,1.5100407733814416,0.2615555019748333,Iris-setosa
+21,5.1089477161730255,4.555932564813293,1.5100223904235235,0.26153095178771674,Iris-setosa
+22,5.1089477161730255,4.307198813676409,1.5100223891555633,0.2615308498524156,Iris-setosa
+23,5.108947716173029,3.2559114966284435,1.5100224082383682,0.2615308367751791,Iris-setosa
+24,5.1089477161730255,4.568552313477175,1.5100223905597725,0.2615309585410826,Iris-setosa
+25,6.188592061711026,3.0559128717131196,4.943951106989617,1.7561034840961256,Iris-virginica
+26,6.179920995139206,3.0547028869168162,4.906222650890591,1.6971326589349538,Iris-versicolor
+27,5.108947716173026,4.2684623333371965,1.5100223983310979,0.2615308935420538,Iris-setosa
+28,6.179367363444533,3.0540649849903665,4.89953931712643,1.6655502495104044,Iris-versicolor
+29,5.108947716794065,3.0705626924413387,1.5100264082446972,0.26153515296130025,Iris-setosa
+30,6.179380821888135,3.0542640813330753,4.900002689339628,1.6673086944406827,Iris-versicolor
+31,5.108947716175114,3.0544407414017245,1.5100224823224642,0.2615308571837022,Iris-setosa
+0,6.179375347903801,3.054106844255775,4.899798407817679,1.6664828323517902,Iris-versicolor
+1,6.183037584978248,3.0558205766931152,4.924457678819002,1.7553068946206942,Iris-virginica
+2,6.179366519761563,3.0541941812513955,4.899500550813829,1.6654595605970184,Iris-setosa
+3,6.180758365284783,3.054555523867078,4.911548556322664,1.7193334086587233,Iris-virginica
+4,6.179367452594875,3.057918889686959,4.899617740168016,1.6658340634058866,Iris-setosa
+5,5.1089477161730255,4.396183388721315,1.5100223894166884,0.2615308683441295,Iris-setosa
+6,6.1858248660269926,3.056252076649308,4.9375214421758296,1.7448206992688617,Iris-virginica
+7,5.1089477161730255,4.246941551310392,1.510022391804437,0.26153086187568464,Iris-setosa
+8,6.186669538246143,3.0559232409519805,4.941447127582658,1.7515661730347794,Iris-virginica
+9,5.1089477161730255,3.9508252964561303,1.5100223873312728,0.26153082540203093,Iris-setosa
+10,5.1089477161730255,4.393517272209966,1.510022389479016,0.2615308695947091,Iris-setosa
+11,5.108947738273966,3.149342514895187,1.510064951387506,0.2615904714534162,Iris-setosa
+12,5.108947716173029,3.801009403235074,1.5100224143775967,0.2615309300699302,Iris-setosa
+13,5.1089477161730255,3.6023832594850083,1.5100223861069775,0.2615308183102398,Iris-setosa
+14,6.182321979327858,3.0557502941945622,4.921472554907743,1.736091193923008,Iris-virginica
+15,5.1089477161730255,4.349564678546164,1.5100223894658857,0.2615308571494793,Iris-setosa
+16,6.1793694000184916,3.054036643139507,4.899591289257628,1.6656574936381194,Iris-versicolor
+17,6.179401453753662,3.0541785531485126,4.900343034101417,1.6702592825233167,Iris-versicolor
+18,6.181710343213694,3.0548104400744895,4.9178002002962975,1.732150856777709,Iris-virginica
+19,5.108947716173033,3.154480966088055,1.5100224072236204,0.26153085636610734,Iris-setosa
+20,5.108947716206945,3.055797487543335,1.510022778108079,0.2615318892022811,Iris-setosa
+21,5.1089477161730255,3.9083653097192745,1.5100223878369403,0.2615308257532428,Iris-setosa
+22,5.108947716175967,3.0986666634788236,1.5100227531344252,0.26153145484390805,Iris-setosa
+23,6.18198212972115,3.0560667154616814,4.920485030216644,1.7137012267109824,Iris-virginica
diff --git a/iris/lct_gan/4/12/test.csv b/iris/lct_gan/4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/train.csv b/iris/lct_gan/4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/12/val.csv b/iris/lct_gan/4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/synth.csv b/iris/lct_gan/4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ea0c97f0192b2befc16cea9b1fd43d3065f6f71
--- /dev/null
+++ b/iris/lct_gan/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.1007505393898738,1.5100223910461779,0.26153082623235757,Iris-setosa
+1,6.179367372036288,3.0745366060867036,1.5101383335956309,0.2617579830817424,Iris-setosa
+2,6.183064601691852,3.0548166813492843,4.921402296153738,1.7614732999033698,Iris-virginica
+3,6.17937390934468,3.060445118973952,4.900001145428483,1.6663720649170375,Iris-setosa
+4,5.1089477161730255,4.458425607594952,1.5100223907933754,0.2615308993422778,Iris-setosa
+5,5.1089477161730255,3.924617585460985,1.5100223880826193,0.26153082553120427,Iris-setosa
+6,5.1089477161730255,4.131584513365036,1.5100223887603739,0.26153083753060075,Iris-setosa
+7,5.108947716173026,3.185045986327303,1.5100223893226383,0.2615308204871639,Iris-setosa
+8,6.18705484999298,3.055926656982987,4.940253118040053,1.7429171312063902,Iris-virginica
+9,5.1089477161730255,4.293727589249279,1.5100223899849918,0.26153085982758695,Iris-setosa
+10,5.1089477161730255,4.101224209474662,1.510022390554454,0.26153084620353906,Iris-setosa
+11,5.1089477161730255,4.317222715246964,1.5100223887345494,0.26153085436543005,Iris-setosa
+12,6.184480573715846,3.055933514199867,4.930677425652876,1.7354191659660976,Iris-virginica
+13,5.1089477161730255,3.4200966873189103,1.510022387669418,0.2615308187773014,Iris-setosa
+14,6.184636727413242,3.056060931854546,4.930356865886208,1.7462292056053568,Iris-virginica
+15,5.108947716890071,3.624011763911435,1.5100376402282865,0.2615515136874607,Iris-setosa
+16,5.1089477161730255,4.292355790082789,1.5100223890246778,0.2615308494530584,Iris-setosa
+17,5.108947716173051,4.272081002296661,1.5100225077376135,0.2615312833527268,Iris-setosa
+18,6.179781853730731,3.054280305518276,4.904301485287338,1.6896627035599372,Iris-virginica
+19,6.1793865563666905,3.054090265474985,4.900028827127033,1.6670149115127777,Iris-versicolor
+20,6.186040941172827,3.0559950876808144,4.937542159761288,1.7485678482787244,Iris-virginica
+21,5.1089477161730255,4.53315486690606,1.510022392030773,0.26153094878301897,Iris-setosa
+22,6.182303050582321,3.056118451980764,4.922133439943113,1.7205540156182695,Iris-virginica
+23,5.108947716173027,4.255602514667461,1.5100224136949114,0.2615309427592324,Iris-setosa
+24,6.183111100362153,3.055898043421826,4.923798236760645,1.7459474168989908,Iris-virginica
+25,5.10894774550271,3.0665125736341774,1.5100508393739325,0.2615675969475049,Iris-setosa
+26,5.108947716206908,3.857784980793035,1.5100263488726502,0.2615367233221068,Iris-setosa
+27,6.18616948694923,3.0561058196087836,4.939215472175561,1.7522289415860224,Iris-virginica
+28,6.185090786191464,3.0557297187203813,4.930296364033111,1.7722991895048317,Iris-virginica
+29,5.1089477161730255,3.256900111094605,1.5100223879872983,0.26153081456448857,Iris-setosa
+30,5.1089477161730255,4.427259163049733,1.5100223909897272,0.2615308919378566,Iris-setosa
+31,5.108947716174966,3.0547754162984444,1.5100225061577968,0.26153084770812407,Iris-setosa
+0,6.182538464066075,3.055982314642815,4.92185909765146,1.7325590732393974,Iris-virginica
+1,5.108947716173031,3.7027579198955785,1.510022422735502,0.26153089858331247,Iris-setosa
+2,5.1089477161730255,4.536320596918861,1.5100223906505468,0.26153092985790444,Iris-setosa
+3,5.108947720320896,3.062740593605625,1.5100313324466015,0.2615431986137964,Iris-setosa
+4,5.1089477161730255,4.048727699460935,1.5100223896573117,0.26153083317729503,Iris-setosa
+5,6.180685444681306,3.054397929527772,4.910469465125446,1.707235055510797,Iris-virginica
+6,5.108947716173027,3.958337633021249,1.5100224126373294,0.2615308799409541,Iris-setosa
+7,5.1089477161730255,4.4189647958646905,1.5100223916589588,0.26153089584613093,Iris-setosa
+8,6.185290996691377,3.055907930693426,4.933127928925803,1.7569248827754658,Iris-virginica
+9,5.1089477161730255,4.24786752089949,1.5100223890899374,0.26153084223182965,Iris-setosa
+10,5.1089477161730255,4.256009603334038,1.5100223894231781,0.2615308505449918,Iris-setosa
+11,5.108947719808849,3.0540260089066944,4.899495227403656,1.665428659617945,Iris-versicolor
+12,6.183497259529487,3.0550404356062186,4.926145496044464,1.7518002487219497,Iris-virginica
+13,6.1836677719671895,3.0562645063736755,4.926505433606373,1.7258929667399563,Iris-virginica
+14,5.108947716388933,3.0559295966814224,1.5100239215834306,0.2615320928005587,Iris-setosa
+15,5.1089477161730255,3.2271969344487923,1.5100223857760748,0.2615308152204405,Iris-setosa
+16,5.1089477161730255,4.418958613804454,1.5100223892047075,0.26153086646527185,Iris-setosa
+17,5.1089477161730255,3.3835819106357916,1.5100223886514275,0.26153082204842726,Iris-setosa
+18,5.1089477161730255,4.202029811000888,1.5100223879459937,0.2615308391947919,Iris-setosa
+19,6.184613598864271,3.0554870880496368,4.930959020350123,1.769413941733137,Iris-virginica
+20,6.180226694763086,3.054356249320999,4.907763268045482,1.7056961279332374,Iris-virginica
+21,6.183399144201334,3.0555991613357607,4.928164003579439,1.7373341206831774,Iris-virginica
+22,6.18163755986724,3.055257378931229,4.919357358532757,1.722682882834703,Iris-virginica
+23,6.185728649115963,3.0558646210549556,4.934524933910714,1.766460765552002,Iris-virginica
+24,6.180932083697932,3.05564038100722,4.9134975305005275,1.7126464668652053,Iris-virginica
+25,6.179823811023695,3.055360529282754,4.906288765971169,1.6819222743548243,Iris-versicolor
+26,6.179585593226471,3.055797068161384,4.903715888320222,1.6725373797603236,Iris-versicolor
+27,6.182605055421462,3.0553631909695937,4.921914184041531,1.7537261137464824,Iris-virginica
+28,6.181496853728713,3.0546284645307895,4.915592922289596,1.7314535302191274,Iris-virginica
+29,5.108947716173036,4.001781443127584,1.5100224476949964,0.2615310167036182,Iris-setosa
+30,5.1089477161730255,4.422296926332191,1.5100223894074685,0.2615308703935204,Iris-setosa
+31,5.1089477161730255,4.4225205108440795,1.5100223909812778,0.26153088488280857,Iris-setosa
+0,6.185036039550625,3.055265026010949,4.929539406119748,1.7843571738626522,Iris-virginica
+1,5.108947716173026,3.274820538515396,1.5100223976334843,0.26153082692162233,Iris-setosa
+2,6.181837849496916,3.054791757755637,4.917045945424381,1.7381040412432023,Iris-virginica
+3,5.108947716198464,3.145772091764152,1.5100240936952722,0.2615326218824159,Iris-setosa
+4,5.1089477161730255,3.773836260499654,1.5100223881343255,0.2615308247015129,Iris-setosa
+5,5.108947716173026,4.392687845794896,1.5100224075835749,0.2615309841580792,Iris-setosa
+6,5.1089477161730255,4.089569892551054,1.510022389752182,0.26153084719837566,Iris-setosa
+7,5.1089477161730255,4.339824739609141,1.510022388958655,0.2615308550821936,Iris-setosa
+8,5.1089477161730255,4.502491642064095,1.5100223901777,0.261530896736923,Iris-setosa
+9,5.1089477161730255,4.42885238300703,1.5100223898136196,0.2615308798053102,Iris-setosa
+10,6.181448090622563,3.0557420162307656,4.917345862646649,1.7199923664327221,Iris-virginica
+11,5.10894771618459,3.0552378761612182,1.510022627632394,0.26153106520679925,Iris-setosa
+12,5.108947716173028,4.187412020468553,1.5100224197586078,0.2615309589211521,Iris-setosa
+13,6.185634229531171,3.0555376951151687,4.935830276243149,1.771210977690659,Iris-virginica
+14,6.180319843391428,3.0553179037560603,4.911207678407837,1.6935376734774195,Iris-virginica
+15,6.185598966241386,3.0562180974542903,4.937067306199025,1.7377744220621776,Iris-virginica
+16,6.17936796660821,3.0570570078581247,4.899667806220918,1.665786364864708,Iris-setosa
+17,6.182155799506098,3.0549989611662616,4.919988378790356,1.7304076023716382,Iris-virginica
+18,5.108947716173026,3.165926651357971,1.510022393937969,0.26153082112767373,Iris-setosa
+19,5.108947716173032,3.3096677817254574,1.5100224226199739,0.2615308485147633,Iris-setosa
+20,6.179396795658836,3.0541178906385142,4.90032245135536,1.6681498170733478,Iris-versicolor
+21,5.1089477161730255,4.422793345769186,1.5100223897141622,0.2615308737781851,Iris-setosa
+22,6.185982111854547,3.0559146490554374,4.9356173284805145,1.7489542767520245,Iris-virginica
+23,5.1089477161730255,3.716641384706149,1.5100223903438859,0.2615308258413239,Iris-setosa
+24,5.1089477161730255,3.4152652011753712,1.5100223863386368,0.26153081521810045,Iris-setosa
+25,5.1089477161730255,4.089263880569345,1.5100223926225884,0.26153085858147956,Iris-setosa
+26,5.1089477161730255,4.321337288471737,1.510022390374123,0.26153085936039067,Iris-setosa
+27,6.179723247030269,3.0543818414304047,4.904371474362541,1.6845048426609963,Iris-versicolor
+28,5.1089477161730255,4.259733779454874,1.5100223892653222,0.26153085130180076,Iris-setosa
+29,5.1089477161730255,3.1685612007242376,1.510022386705011,0.26153081307829046,Iris-setosa
+30,6.179800869492863,3.05624658584483,4.905970261235145,1.6785879005468078,Iris-versicolor
+31,6.182803608728022,3.0551223629972735,4.922177850179312,1.7540461537819683,Iris-virginica
+0,5.108947716173028,3.148805635161873,1.510022396951246,0.26153082765610547,Iris-setosa
+1,6.17936684116331,3.070237924990422,1.510097934473223,0.26164247707792804,Iris-setosa
+2,6.183508269024161,3.0564235861582167,4.927979183706749,1.7300249455237615,Iris-virginica
+3,6.188410644006839,3.0554659885492566,4.944675531477582,1.7879872654530193,Iris-virginica
+4,5.1089477161730255,4.440021923373754,1.510022390391437,0.26153088570628863,Iris-setosa
+5,5.108947723802521,3.054340593384255,4.89949959376324,1.665441249083552,Iris-setosa
+6,6.179441682201839,3.054262077773034,4.9012125014249515,1.6707799107962398,Iris-versicolor
+7,6.179366838542613,3.054007454001962,4.899511805013771,1.6654481795676166,Iris-versicolor
+8,6.179394932054342,3.0545032018432994,4.900391755290069,1.6674033245959627,Iris-versicolor
+9,6.179366953960531,3.054084331448031,4.899526883165697,1.665486513359941,Iris-versicolor
+10,6.179372014261622,3.056644005584057,4.89984264073518,1.6660556017164696,Iris-setosa
+11,5.108947716173363,3.054321295877963,1.5100224202202233,0.2615308218041768,Iris-setosa
+12,5.108947716173026,3.0852070304146375,1.5100223904684495,0.2615308128941879,Iris-setosa
+13,5.1089477161730255,4.211192860683504,1.5100223933394459,0.26153086487825733,Iris-setosa
+14,6.18353808560672,3.0558273769593756,4.926775284378027,1.7595636567833395,Iris-virginica
+15,5.108947716283182,3.054320236707112,4.899492414641932,1.6654285085531266,Iris-setosa
+16,6.186034038408253,3.056279314339836,4.93579272444699,1.7357776530898086,Iris-virginica
+17,6.181828353751113,3.055736106446815,4.918814777288844,1.7263053659211884,Iris-virginica
+18,5.1089477161730255,4.215075606649406,1.5100223883330586,0.26153083690986295,Iris-setosa
+19,5.108947716173048,3.99868958873461,1.5100224836213452,0.26153106288269656,Iris-setosa
+20,5.1089477161730255,4.460948300308814,1.5100223898181198,0.2615308895974258,Iris-setosa
+21,5.1089477161730255,3.8790536893136944,1.510022388555574,0.26153082666880906,Iris-setosa
+22,6.183896413058755,3.056221122679275,4.932009423194493,1.7256660101589052,Iris-virginica
+23,5.108947716178567,3.065315741261585,1.5100228005208538,0.2615311546734381,Iris-setosa
diff --git a/iris/lct_gan/4/13/test.csv b/iris/lct_gan/4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/train.csv b/iris/lct_gan/4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/13/val.csv b/iris/lct_gan/4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/synth.csv b/iris/lct_gan/4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90ccaac2ebe6111182b03f37c793d062982d7992
--- /dev/null
+++ b/iris/lct_gan/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367085161708,3.0600990040962817,4.899636253715522,1.6656860104634004,Iris-setosa
+1,5.108947716173026,3.1009012271081398,1.510022387438464,0.2615308142793859,Iris-setosa
+2,5.1089477161730255,3.542313880233013,1.510022386295598,0.261530820263167,Iris-setosa
+3,5.108947716173026,3.849685760642793,1.5100224016522383,0.26153086680804194,Iris-setosa
+4,6.1796417925041265,3.0548832415311646,4.904541436887404,1.6752046122480888,Iris-versicolor
+5,6.181474889816467,3.055776523678001,4.9170165183861165,1.7140362096914845,Iris-virginica
+6,5.10894771617303,3.6085451765086214,1.5100224151284654,0.26153088337509867,Iris-setosa
+7,6.179388033438798,3.054361332843017,4.900161628694581,1.6675460001530855,Iris-versicolor
+8,6.1797217620835845,3.054165209032134,4.903479272920531,1.6809166859335751,Iris-virginica
+9,5.108947716173026,3.43328139901266,1.5100223947656366,0.26153082541202094,Iris-setosa
+10,6.179372654539758,3.0540231666377773,4.899694373088305,1.6657302053754097,Iris-versicolor
+11,5.1089477161730255,4.279981881347647,1.510022388609999,0.2615308502880894,Iris-setosa
+12,5.1089477161730255,4.390413568868206,1.5100223896518026,0.2615308692629744,Iris-setosa
+13,6.1795081140994235,3.0551689131863946,4.902573934017029,1.6720539497956681,Iris-versicolor
+14,5.1089477161730255,4.112722738480309,1.5100223922410856,0.26153085193980097,Iris-setosa
+15,5.1089477161730255,3.993117903912082,1.5100223901304899,0.2615308339350041,Iris-setosa
+16,5.108947716173032,3.9197022293669037,1.510022436328337,0.2615309324520757,Iris-setosa
+17,6.179366958015647,3.0786040411021736,1.5101189419756502,0.2616772052576575,Iris-setosa
+18,6.180627003081434,3.0545477295810737,4.910692999930696,1.7120061812471732,Iris-virginica
+19,6.184717779296999,3.055388301162048,4.932354236856482,1.7516916415704873,Iris-virginica
+20,5.1089477161730255,4.088918921608146,1.5100223894645854,0.2615308437120251,Iris-setosa
+21,6.180637459364949,3.0545719426503335,4.911416516109186,1.7104712047408832,Iris-virginica
+22,6.1802736209781175,3.054528305344559,4.909028765921098,1.7065129262736098,Iris-virginica
+23,6.179369068330702,3.0594300021443495,4.899736227800294,1.6661108213326588,Iris-setosa
+24,6.180821024030404,3.054575878229973,4.910976290868527,1.7290178562827072,Iris-virginica
+25,6.179962414776806,3.0550669834496604,4.906649678285156,1.6860081159802291,Iris-versicolor
+26,5.1089477161758285,3.0551265215999686,1.5100224985445119,0.2615309785115705,Iris-setosa
+27,6.17966609161584,3.0546982121362403,4.904387993947973,1.6768020856643178,Iris-versicolor
+28,6.185312259939205,3.0553864967530924,4.932751879423377,1.7746307065467768,Iris-virginica
+29,6.184794942667535,3.0548851610487935,4.926047342340464,1.7902458818042568,Iris-virginica
+30,6.180099157629715,3.054674668538624,4.908079180738292,1.700151476406652,Iris-virginica
+31,5.1089477161730255,4.091421625660576,1.5100223877879388,0.2615308340497963,Iris-setosa
+0,5.1089477161730255,4.1920695846507705,1.5100223885791886,0.2615308465552053,Iris-setosa
+1,5.108947716173026,3.951203123370921,1.5100223961819954,0.2615308633841922,Iris-setosa
+2,6.184649803345064,3.0559406563710865,4.931316812988454,1.7421518436118508,Iris-virginica
+3,6.180828962453677,3.0555055700351246,4.9132034899311225,1.714939566182791,Iris-virginica
+4,6.181592021037473,3.05469159036892,4.915590364640199,1.725387307921095,Iris-virginica
+5,6.179377640708824,3.060620599732103,4.900092258708107,1.6667585853563338,Iris-setosa
+6,6.179852797179484,3.0543905495172807,4.905503308480119,1.6967145370625518,Iris-virginica
+7,6.17954595640508,3.0549347739939616,4.902932579270298,1.6729775775501308,Iris-versicolor
+8,6.179811887048664,3.0544187535320435,4.905379169464717,1.6861928995247564,Iris-versicolor
+9,6.181474564408391,3.0554976428308005,4.918018124219099,1.7246020659484511,Iris-virginica
+10,5.1089477161730255,3.2355825256602007,1.5100223874848724,0.26153081651446036,Iris-setosa
+11,6.1857737140386275,3.056101241422899,4.933646112445699,1.7573478529483688,Iris-virginica
+12,6.180712727804254,3.0557231691978406,4.91412081214901,1.6975353125754078,Iris-virginica
+13,5.1089477161730255,4.387127700818143,1.510022395976987,0.26153091017038355,Iris-setosa
+14,5.10894771617304,3.9890134280523615,1.5100224608979096,0.26153105094781337,Iris-setosa
+15,5.1089477161730255,4.444568210471713,1.5100223894207612,0.2615308811909583,Iris-setosa
+16,5.108947716173044,3.140489978506891,1.5100224247943068,0.2615308669830874,Iris-setosa
+17,6.179548088910786,3.054081490784309,4.901959925997224,1.6732372887077656,Iris-versicolor
+18,5.108947716178722,3.056021377334696,1.51002261580646,0.2615309779316102,Iris-setosa
+19,5.1089477161730255,4.028578716600621,1.510022389162013,0.2615308345247664,Iris-setosa
+20,6.1811736349671245,3.0545604177465497,4.912606560200877,1.7331802299302177,Iris-virginica
+21,6.17961589589497,3.0545990962229843,4.903289261144634,1.6822177874057778,Iris-versicolor
+22,6.179368448623247,3.0541892820642462,4.899576694217626,1.6657979035130068,Iris-versicolor
+23,5.108947716173026,3.8679157289713446,1.5100223949950933,0.2615308465043695,Iris-setosa
+24,5.108947716173043,3.0576003175780495,1.5100224007683252,0.2615308149411689,Iris-setosa
+25,6.184603575180031,3.0555607026625586,4.930326461750832,1.751135581307388,Iris-virginica
+26,6.179381846590783,3.0542351117802298,4.900051550204312,1.6668808165258424,Iris-versicolor
+27,5.108947716174839,3.91435881711861,1.510023497962867,0.261532182262412,Iris-setosa
+28,5.108947716176247,3.539157783930748,1.5100234820220177,0.2615320763959055,Iris-setosa
+29,6.181397027350166,3.054769395732457,4.914641600218965,1.7160306230292899,Iris-virginica
+30,5.108947716173026,4.148106790587578,1.5100223972982822,0.26153088217111614,Iris-setosa
+31,5.108947717922517,3.284230716055967,1.510040540891135,0.26155037130921266,Iris-setosa
+0,5.1089477161730255,3.237618149303175,1.510022386507268,0.2615308155167695,Iris-setosa
+1,6.182330506866984,3.0564312491358128,4.922102449549471,1.717230420795973,Iris-virginica
+2,6.181007068211283,3.054369514815839,4.910307299835527,1.708034770606605,Iris-virginica
+3,5.1089477161730255,4.433536530048263,1.5100223928849459,0.2615309058616724,Iris-setosa
+4,5.108947716173027,4.093161463479816,1.5100224122133095,0.2615308947870103,Iris-setosa
+5,5.108947716173554,3.0574854825893323,1.5100224582292883,0.2615308812358178,Iris-setosa
+6,6.181351403290325,3.056404382932368,4.918194630167893,1.7013834178183787,Iris-virginica
+7,5.1089477161730255,3.5138055155208354,1.5100223889759274,0.2615308220471525,Iris-setosa
+8,5.1089477161730255,4.079219990337359,1.5100223904887267,0.2615308408834923,Iris-setosa
+9,6.183888737471786,3.0551212863689448,4.92627189645342,1.768345292778859,Iris-virginica
+10,5.108947716173891,3.055472574294807,1.5100224695043094,0.26153086274312976,Iris-setosa
+11,5.1089477161730255,4.158269479410443,1.510022389500856,0.26153084101086677,Iris-setosa
+12,6.183243825375222,3.055490169017808,4.924488361231635,1.7563190148707473,Iris-virginica
+13,5.108947716173032,3.2099865295254615,1.510022408254756,0.2615308565485933,Iris-setosa
+14,5.1089477161730255,4.177526906150309,1.5100223903250936,0.26153085148539773,Iris-setosa
+15,5.108947716174864,3.0545107906140365,1.5100224643320777,0.2615308791133094,Iris-setosa
+16,6.183719168665216,3.0562482585428996,4.927425865338106,1.7218947566779117,Iris-virginica
+17,6.180926648494152,3.0549811175106916,4.914145614782069,1.7152440401067766,Iris-virginica
+18,5.1089477161730255,3.1879432217364547,1.5100223857458477,0.2615308131443783,Iris-setosa
+19,6.187232477834707,3.0560356111661604,4.941265975341684,1.7473482429532656,Iris-virginica
+20,6.1887583729509394,3.055890997644059,4.94612201666018,1.754872511691969,Iris-virginica
+21,6.185568305724223,3.055185803774345,4.933495808333027,1.7901227754284161,Iris-virginica
+22,5.1089477161731205,3.071493552941634,1.5100224419723332,0.2615308630866576,Iris-setosa
+23,5.1089477161735,3.4971580515785035,1.5100227864460083,0.26153133503456294,Iris-setosa
+24,5.1089477161751375,3.097505395661618,1.5100227970825848,0.26153114009331435,Iris-setosa
+25,6.187222204211966,3.055642651183702,4.939909689510927,1.7858490801031872,Iris-virginica
+26,5.10894771740006,3.0559783713657858,1.5100255240921832,0.2615350870867249,Iris-setosa
+27,5.108947716173056,3.0563216530004205,1.5100224013380328,0.2615308191780865,Iris-setosa
+28,5.108947716173669,3.3193917760987866,1.5100227351722386,0.26153134844802073,Iris-setosa
+29,6.183932887696226,3.0561322553621357,4.9291352005869795,1.741736175253565,Iris-virginica
+30,5.1089477161730255,3.6420604948407185,1.5100223913991166,0.26153083163326707,Iris-setosa
+31,5.108947716173026,3.8530862028759074,1.5100223974921256,0.2615308563102409,Iris-setosa
+0,5.1089477353818715,3.3322645255778496,1.51007151635044,0.26162638820275513,Iris-setosa
+1,5.1089477161730255,4.230651204381058,1.5100223892437894,0.261530846638609,Iris-setosa
+2,5.108947716173026,3.8618455640250757,1.5100223974584779,0.26153084466417,Iris-setosa
+3,6.179366504846385,3.0540668453814797,4.899497048080992,1.665437364986653,Iris-versicolor
+4,5.108947716175199,3.0841524932915574,1.510022780667333,0.261531070745472,Iris-setosa
+5,5.108947716173026,3.5984542511016686,1.5100223946865328,0.2615308346143515,Iris-setosa
+6,5.108947716173026,3.152854614151678,1.5100223909836963,0.2615308199559358,Iris-setosa
+7,5.108947716179283,3.4475935897006353,1.5100239024808972,0.26153226816385433,Iris-setosa
+8,5.1089477161730255,4.225982615524752,1.5100223901500605,0.2615308535553497,Iris-setosa
+9,5.1089477161730255,4.360236356995172,1.510022389103584,0.2615308642600292,Iris-setosa
+10,6.180604885354176,3.054521625368875,4.911211899467355,1.7080931459717206,Iris-virginica
+11,5.108947716175283,3.054318936452011,1.5100224617567142,0.26153087847330664,Iris-setosa
+12,6.179368615515633,3.054364269673797,4.899618672807208,1.665674445739377,Iris-versicolor
+13,5.108947716173026,3.926397812740437,1.5100224001185143,0.26153085841942364,Iris-setosa
+14,5.108947716173029,4.243866079377045,1.5100224268637983,0.26153098551644355,Iris-setosa
+15,6.189388984870192,3.0557756996045415,4.946681266399125,1.7612950220864325,Iris-virginica
+16,6.179371979596735,3.0542234420598744,4.899692736523928,1.6658867673901288,Iris-versicolor
+17,5.1089477161730255,4.501409060282338,1.510022390198767,0.2615309002076491,Iris-setosa
+18,5.108947716173026,3.2987274927591717,1.510022391183523,0.26153083090284884,Iris-setosa
+19,6.18503602316693,3.05564603843754,4.932610189398833,1.754418774713061,Iris-virginica
+20,6.186845323445029,3.0554557316017243,4.937706790462637,1.7987359802899805,Iris-virginica
+21,5.1089477161730255,3.7996435285429766,1.5100223946252194,0.26153083280926936,Iris-setosa
+22,5.108947716173102,4.067663040862477,1.5100225939704102,0.2615313147553797,Iris-setosa
+23,5.108947716176678,3.0543770690237877,1.5100224910784088,0.261530901597872,Iris-setosa
diff --git a/iris/lct_gan/4/14/test.csv b/iris/lct_gan/4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/train.csv b/iris/lct_gan/4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/14/val.csv b/iris/lct_gan/4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/synth.csv b/iris/lct_gan/4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2165571805d5512b0c8f20700c8be65dce162c6
--- /dev/null
+++ b/iris/lct_gan/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180032222086006,3.054569827125977,4.9068844512705345,1.697649293314303,Iris-virginica
+1,6.185427405247182,3.055759687625803,4.935181071035803,1.7491461989785815,Iris-virginica
+2,6.19093013285819,3.0555421827435305,4.949740396427229,1.7904861043273246,Iris-virginica
+3,5.108947716173069,4.092057965727592,1.5100225389261246,0.2615312012043964,Iris-setosa
+4,5.108947716173026,3.6841777378546263,1.5100223936106483,0.26153083768696234,Iris-setosa
+5,6.1797688272985845,3.055188443727379,4.904955569726817,1.6814783236998414,Iris-versicolor
+6,5.1089477161730255,4.331462369761497,1.5100223903816004,0.26153086395118,Iris-setosa
+7,5.108947716173149,3.0553542230580915,1.5100224154630315,0.26153082353214213,Iris-setosa
+8,6.1811242034410645,3.0548894969429945,4.914232559228015,1.7306696194083975,Iris-virginica
+9,5.108947716173031,3.6590988710586747,1.510022427099615,0.26153088813200603,Iris-setosa
+10,6.181853926956582,3.0548898981128216,4.917319284041882,1.7451203477309085,Iris-virginica
+11,6.1802141862474365,3.0544532864863143,4.908068452993693,1.7064894775954806,Iris-virginica
+12,5.108947716173029,4.259622914507965,1.5100224309701806,0.26153098372633643,Iris-setosa
+13,5.108947716173026,3.2444948284037625,1.5100223931311259,0.2615308202581677,Iris-setosa
+14,5.108947716173122,3.055993086560795,1.5100224140412644,0.26153082465002186,Iris-setosa
+15,5.1089477161730255,3.733794592692999,1.5100223875112644,0.2615308237963454,Iris-setosa
+16,6.183605675670343,3.0553017002984704,4.924933789318989,1.7774817486775218,Iris-virginica
+17,5.1089477161730255,4.244016818612479,1.5100223890872266,0.2615308476704288,Iris-setosa
+18,6.179778394287317,3.054427157219868,4.905022738899758,1.6939541868625085,Iris-versicolor
+19,5.1089477161730255,4.497357131934629,1.5100223901439334,0.26153089761670817,Iris-setosa
+20,5.108947716173043,4.110740048728109,1.5100224818249377,0.26153110041055705,Iris-setosa
+21,6.183146779170338,3.0564181358027662,4.926154538491966,1.723128724196375,Iris-virginica
+22,5.108947716173026,4.360883412633264,1.5100224047194457,0.2615309495660833,Iris-setosa
+23,5.1089477161730255,4.395249794591259,1.5100223894384572,0.2615308661894036,Iris-setosa
+24,5.1089477161730255,3.9919765925580775,1.510022393557497,0.26153084416763045,Iris-setosa
+25,5.108947716173033,4.375796499576232,1.51002244920216,0.2615311318083788,Iris-setosa
+26,5.1089477161730255,4.297076926451105,1.5100223905909114,0.26153086283784516,Iris-setosa
+27,5.1089477161730255,4.284441928705307,1.5100223890815152,0.2615308474298573,Iris-setosa
+28,5.1089477161730255,3.7003076603208216,1.510022392577856,0.26153083021644263,Iris-setosa
+29,5.1089477161730255,4.149408423370383,1.5100223914741304,0.2615308516762044,Iris-setosa
+30,6.181991832528975,3.054858448994377,4.918159021622467,1.7470848229762537,Iris-virginica
+31,5.1089477161730255,4.331071457485873,1.510022388887455,0.26153085275319704,Iris-setosa
+0,5.1089477161730255,4.200602373292269,1.5100223943156994,0.26153086379565305,Iris-setosa
+1,5.108947716173423,3.963884486568494,1.5100228852356345,0.2615316317777078,Iris-setosa
+2,6.179433070429385,3.0540801714681067,4.900986139096082,1.6694902184093763,Iris-versicolor
+3,5.1089477161730255,4.262822645852066,1.5100223886367727,0.2615308403940344,Iris-setosa
+4,5.1089477161730255,4.378128269663121,1.51002239661244,0.2615309195091926,Iris-setosa
+5,6.1843776614508545,3.0554684226348554,4.929781366631473,1.7497944944066604,Iris-virginica
+6,5.108947716173026,3.0775448561645353,1.5100223896620688,0.26153081324565436,Iris-setosa
+7,6.179450676131611,3.0540651070669385,4.900883307539664,1.6707202067161988,Iris-versicolor
+8,5.108947716173091,3.1269742818839346,1.5100224499339558,0.26153094148236034,Iris-setosa
+9,5.1089477161735015,3.0551332451941926,1.510022448582976,0.26153083219226464,Iris-setosa
+10,6.179372912776318,3.054028460327141,4.899760051284338,1.665968574202494,Iris-versicolor
+11,6.184873242090477,3.055471475932672,4.928778811841777,1.7651924814624294,Iris-virginica
+12,5.108947716173166,3.18146185962941,1.5100224940677682,0.2615310476762489,Iris-setosa
+13,6.185740339405467,3.055922437606132,4.935184923143452,1.7619138949210276,Iris-virginica
+14,5.1089477161730255,4.220887464512124,1.510022389376847,0.26153084938703103,Iris-setosa
+15,6.183727884093955,3.055484929460147,4.926568812033364,1.7616448697083087,Iris-virginica
+16,5.108947716173028,4.4247556347226045,1.510022419876302,0.26153106087654143,Iris-setosa
+17,5.108947716173028,3.24027923001129,1.5100224022903812,0.2615308403307559,Iris-setosa
+18,5.1089477161730255,3.3471911100190006,1.5100223881486747,0.2615308169490033,Iris-setosa
+19,5.108947716684266,3.294792431108517,1.5100310992529429,0.2615438157412365,Iris-setosa
+20,6.179366524889215,3.344167412840135,1.5100712634157096,0.2616332655132314,Iris-setosa
+21,5.108947716173028,3.0817946104398146,1.5100223921474247,0.2615308194753747,Iris-setosa
+22,5.10894771617303,3.132806991320659,1.5100224027944917,0.26153083468112803,Iris-setosa
+23,6.182667551898781,3.0561982907128606,4.923516488854571,1.7200985853231032,Iris-virginica
+24,6.179366546437795,3.0542903199980405,4.899509425563986,1.6654613148490334,Iris-setosa
+25,5.108947716173026,3.391942657692624,1.5100223940511992,0.26153082121211857,Iris-setosa
+26,5.1089477161730255,4.167595735483303,1.5100223881539538,0.2615308332465697,Iris-setosa
+27,6.179688763186075,3.0543791322008653,4.904737899458426,1.684776195775739,Iris-versicolor
+28,6.183304931678564,3.0562258656798518,4.926847905362007,1.7238425923993306,Iris-virginica
+29,6.179367579286987,3.054085143478597,4.899557982270553,1.6655431516242665,Iris-versicolor
+30,5.1089477161730255,4.2361619959102566,1.5100223886872455,0.26153084337568994,Iris-setosa
+31,5.1089477161730255,4.418558634507149,1.5100223893028553,0.2615308694131347,Iris-setosa
+0,6.179380632653187,3.054023224814697,4.899816926519372,1.6658346321268698,Iris-versicolor
+1,6.182571475817815,3.054919723836737,4.91968388875361,1.7576501702595473,Iris-virginica
+2,6.179366853655247,3.054039737502645,4.899516590433893,1.6654588058443478,Iris-versicolor
+3,6.180668945428633,3.055018885330613,4.912708378409882,1.7139733710187746,Iris-virginica
+4,5.1089477161730255,4.324206485661858,1.5100223930932473,0.26153087613211246,Iris-setosa
+5,5.108947717156568,3.0859871227010913,1.510029650897146,0.26153705267237704,Iris-setosa
+6,6.183921826261752,3.0556270501348792,4.92945390308746,1.7455784631884652,Iris-virginica
+7,5.108947716173026,3.465349780387808,1.5100223939359758,0.2615308298791646,Iris-setosa
+8,5.1089477161742485,3.1603745945766937,1.5100227792587282,0.26153124272904804,Iris-setosa
+9,6.18324792827084,3.0550575046931088,4.921487089422684,1.7763797684729632,Iris-virginica
+10,5.108947716173026,3.236021258747613,1.5100223905736865,0.26153082428278673,Iris-setosa
+11,6.179403063247477,3.054153538494245,4.900432463793864,1.6689065862919987,Iris-versicolor
+12,6.179989791975282,3.054372993759169,4.905619570529454,1.6993555851386954,Iris-virginica
+13,6.189408604171058,3.0557192925309007,4.945374810957659,1.775734885778615,Iris-virginica
+14,6.182205027630323,3.054686425722454,4.916498267641939,1.7392085336896086,Iris-virginica
+15,6.183577227300638,3.056371388399484,4.92813905868104,1.7316238602164011,Iris-virginica
+16,5.1089477161730255,3.1029242805619663,1.510022386167378,0.26153081227368047,Iris-setosa
+17,5.1089477161730255,3.2403794824214596,1.510022389888103,0.26153081525917987,Iris-setosa
+18,5.1089477161730255,4.471960301173844,1.5100223903788366,0.2615308983943032,Iris-setosa
+19,6.179372678525695,3.054033652351536,4.899712837414545,1.665999253273754,Iris-versicolor
+20,5.108947716173026,3.9364034772332936,1.5100223971632498,0.2615308458660474,Iris-setosa
+21,6.182866857809559,3.0549422560577506,4.920508630629417,1.76318633562893,Iris-virginica
+22,6.180403985780439,3.0545081133814884,4.909146979819621,1.7000121252877471,Iris-virginica
+23,5.1089477161730255,4.5049502474201715,1.5100223899628191,0.2615308959248829,Iris-setosa
+24,5.1089477161730255,3.921978257877327,1.5100223867792073,0.26153082687178064,Iris-setosa
+25,6.1795807136521885,3.0556470203829478,4.9035878878170385,1.6744724413844774,Iris-versicolor
+26,5.1089477161730255,4.289276711947638,1.510022388408786,0.2615308430049268,Iris-setosa
+27,5.108947716173059,3.1881217029672007,1.5100224548439372,0.26153088330078483,Iris-setosa
+28,6.181969594799863,3.0549416396628777,4.918352585341781,1.743821610049899,Iris-virginica
+29,5.108947716173036,3.066056617713324,1.510022402104894,0.2615308193080268,Iris-setosa
+30,6.180543124487348,3.0544208829921966,4.9096142659601805,1.7083383016242346,Iris-virginica
+31,5.1089477161730255,4.434565018802951,1.5100223894210425,0.26153087025179766,Iris-setosa
+0,6.180215671411989,3.054813028359426,4.908958412584092,1.7039535913105515,Iris-virginica
+1,6.179372097264674,3.0540630263066086,4.899699991958523,1.66595917552238,Iris-versicolor
+2,5.108947717964483,3.6384936006357345,1.5100443618491184,0.26156622982847,Iris-setosa
+3,6.179402702220659,3.054047190911896,4.900265142704476,1.6672503614900398,Iris-versicolor
+4,5.10894771617335,3.0554767615740506,1.5100224308505266,0.2615308412819095,Iris-setosa
+5,6.180233816441717,3.0548070711333954,4.9096245372050085,1.704132665214516,Iris-virginica
+6,6.17952378606263,3.0542977703415417,4.902291931088609,1.676745688281826,Iris-versicolor
+7,6.180756517761692,3.054659028801615,4.912010430908586,1.7127092337595766,Iris-virginica
+8,6.179424444571747,3.054524356734698,4.900951750847238,1.6690463330074286,Iris-versicolor
+9,5.1089477161730255,4.257060656608589,1.510022388684134,0.2615308401267403,Iris-setosa
+10,5.1089477161768455,3.146657201798874,1.5100230738578488,0.26153135633290114,Iris-setosa
+11,6.187860860874216,3.055872474002111,4.942204607656718,1.7621554094541882,Iris-virginica
+12,6.179374634842678,3.054319045649291,4.899774795069054,1.6667097336716772,Iris-versicolor
+13,6.179366817347624,3.0654918068200954,1.5100909650227656,0.2616204936477315,Iris-setosa
+14,6.183238131169621,3.055346808811825,4.924429760418677,1.753014503298538,Iris-virginica
+15,5.108947716174203,3.113561213900551,1.5100227474287407,0.26153104104492775,Iris-setosa
+16,5.1089477162170605,3.0994663322893596,1.5100241512871342,0.26153228702129794,Iris-setosa
+17,5.1089477161730255,4.388845798392217,1.5100223911048662,0.26153088012635134,Iris-setosa
+18,5.108947716182489,3.0669488508015665,1.510022981212252,0.2615312464570469,Iris-setosa
+19,5.108947716232994,3.0621882152541087,1.5100232810051215,0.26153282643645037,Iris-setosa
+20,6.182982393188921,3.0556516135611336,4.924650190400148,1.7484261708891213,Iris-virginica
+21,5.108947716197254,3.0542502078702425,4.899491791157458,1.6654278220131318,Iris-setosa
+22,6.1830859723051725,3.0548812203878706,4.924363231830601,1.752325007104157,Iris-virginica
+23,5.108947716173715,3.05483538016973,1.5100224391160715,0.261530851148903,Iris-setosa
diff --git a/iris/lct_gan/4/15/test.csv b/iris/lct_gan/4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/train.csv b/iris/lct_gan/4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/15/val.csv b/iris/lct_gan/4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/synth.csv b/iris/lct_gan/4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47e22eee1f2efcd0c663b85824b5266aba7a8022
--- /dev/null
+++ b/iris/lct_gan/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793673888460185,3.054022472993878,4.8995362182385165,1.6655075389838667,Iris-versicolor
+1,5.108947716460991,3.0541247670485583,4.899492888890805,1.66542818601031,Iris-setosa
+2,6.179431173052584,3.0559457273911352,4.9010493063723874,1.6688482097033888,Iris-versicolor
+3,6.180078756443133,3.0544161049257346,4.907538334037169,1.6949203689759182,Iris-virginica
+4,6.183071060353705,3.055703994547921,4.923031442215249,1.7450643214750532,Iris-virginica
+5,5.1089477161730255,3.9566321056363223,1.5100223932997598,0.26153084723309705,Iris-setosa
+6,6.179367992407901,3.054024456345128,4.899553107075053,1.6655445389777102,Iris-versicolor
+7,5.108947716173026,4.421162621313122,1.5100223990495736,0.2615309396445223,Iris-setosa
+8,6.179492381786702,3.0544030635104544,4.902072281221471,1.6732547332910113,Iris-versicolor
+9,5.108947716173026,3.49944340469645,1.5100223975819858,0.26153083153489265,Iris-setosa
+10,5.108947716173189,3.857495402788121,1.5100226557824101,0.26153137878785554,Iris-setosa
+11,6.181397888539939,3.054513228875343,4.914051396043552,1.722755046166115,Iris-virginica
+12,5.108947716173034,4.292085427981777,1.5100224531663178,0.2615311370535562,Iris-setosa
+13,5.1089477161730255,4.212241853271308,1.5100223885940518,0.2615308419332525,Iris-setosa
+14,6.1840924077201285,3.0553778630994697,4.9269608546612975,1.7747021716707143,Iris-virginica
+15,5.108947716291913,3.769561417363248,1.5100295723401478,0.2615404504356226,Iris-setosa
+16,5.108947716173027,3.1712009275659523,1.5100223947722333,0.2615308268510102,Iris-setosa
+17,5.1089477161734065,4.214259059526495,1.5100228922566536,0.2615320023905144,Iris-setosa
+18,5.108947716175742,3.074542926599331,1.5100226481479833,0.261531232304279,Iris-setosa
+19,5.108947716173026,4.213403874527106,1.5100223986326007,0.26153089520950656,Iris-setosa
+20,6.180979938380464,3.05479796708375,4.91351072521991,1.7266249230842152,Iris-virginica
+21,6.184464876392771,3.0557183869556708,4.931171708595766,1.7469635763119107,Iris-virginica
+22,6.17961586641739,3.0542337738431375,4.902671728540132,1.6815632227923607,Iris-versicolor
+23,6.179381790188768,3.0540513844389796,4.899862671152667,1.6662252761756362,Iris-versicolor
+24,6.187052147729018,3.055602993327656,4.942266647851506,1.7689970400924895,Iris-virginica
+25,5.108947716173026,3.781069064907743,1.5100223950570684,0.2615308496176467,Iris-setosa
+26,6.1811238182499295,3.0546126093674952,4.913701015273065,1.7241235262909378,Iris-virginica
+27,6.188134295686,3.055730988135615,4.940230083561925,1.7695640954919871,Iris-virginica
+28,6.1861634145242785,3.0557371190811606,4.934493272837615,1.7667420257087842,Iris-virginica
+29,6.179504676072463,3.0543294215541916,4.902403590424293,1.6735114468873507,Iris-versicolor
+30,6.1796186126035995,3.0550327658871184,4.903643221998935,1.6761929502138713,Iris-versicolor
+31,5.1089477161730255,3.5863081512862434,1.5100223896582103,0.26153083085342166,Iris-setosa
+0,5.1089477161730255,4.531014019446143,1.5100223902978478,0.26153092260145583,Iris-setosa
+1,5.108947718260529,3.0632566209599768,1.5100286371221843,0.26154050939155715,Iris-setosa
+2,6.186965674585051,3.0558485368314376,4.938196908626803,1.7516270736923496,Iris-virginica
+3,6.179443175024462,3.0540610404367277,4.900839429235131,1.6703025970801217,Iris-versicolor
+4,5.1089477161730255,3.933396626168573,1.5100223872827654,0.26153082308030967,Iris-setosa
+5,6.179371311440989,3.055861594220059,4.899757990733097,1.6660942735708129,Iris-setosa
+6,5.1089477161730255,3.78992682384901,1.510022389093964,0.2615308225026852,Iris-setosa
+7,5.108947716173026,3.0774059497787722,1.5100223869265015,0.2615308116740621,Iris-setosa
+8,5.1089477161730255,4.507533421290015,1.5100223904286176,0.26153091370917936,Iris-setosa
+9,5.108947716173236,3.179249094202074,1.5100225133699072,0.2615311107133839,Iris-setosa
+10,6.185108327900326,3.056307714185242,4.93335493437999,1.7325559802455381,Iris-virginica
+11,5.1089477161730255,4.411146756420874,1.5100223892112832,0.26153086682798776,Iris-setosa
+12,5.108947716173026,3.762637149278131,1.5100223988758157,0.2615308522466305,Iris-setosa
+13,5.108947716174592,3.4328233341077157,1.5100230571146758,0.2615317169995008,Iris-setosa
+14,5.108947716173034,3.97431341611888,1.510022452918808,0.26153095700307516,Iris-setosa
+15,5.108947719071668,3.219515698846294,1.5100417020159806,0.2615569845525824,Iris-setosa
+16,5.1089477161730255,4.544390143179967,1.5100223911600477,0.2615309544654654,Iris-setosa
+17,6.186497238242702,3.055533376024419,4.937135080781336,1.7733275773365116,Iris-virginica
+18,6.17945848954206,3.054130711659423,4.901335949828115,1.6716434258235295,Iris-versicolor
+19,6.179369778576558,3.054059419922431,4.899630079561016,1.6657770118107398,Iris-versicolor
+20,5.10894772652823,3.201735655710042,1.5100569362835887,0.26157661914089175,Iris-setosa
+21,6.182400112473722,3.0548106849822796,4.919434557021281,1.7538354060548123,Iris-virginica
+22,6.183728669465563,3.0552603776932936,4.926694909151376,1.7692974846415634,Iris-virginica
+23,5.108947716178178,3.055560724195125,1.5100225460849486,0.261531082713262,Iris-setosa
+24,5.108947738066413,3.06987383384072,1.5100488547637003,0.2615615236417863,Iris-setosa
+25,6.17938046701882,3.0562493991652113,4.899979928888385,1.66696305584348,Iris-versicolor
+26,6.190217594096131,3.0556660560773787,4.946844827765395,1.7818236334243314,Iris-virginica
+27,6.179454479648967,3.05510086926981,4.901451068087572,1.6724309308529939,Iris-versicolor
+28,5.108947716757482,3.0596606811338285,1.5100257363887202,0.26153326969507595,Iris-setosa
+29,5.1089477161731125,4.304440893570547,1.5100226405419874,0.2615315331934125,Iris-setosa
+30,5.1089477161730255,3.391646382455787,1.5100223876126484,0.26153082131858724,Iris-setosa
+31,5.1089477161730255,4.350084383743383,1.5100223916760664,0.26153087810554304,Iris-setosa
+0,6.181031001827155,3.0551941396949562,4.915940401472503,1.7114068875857313,Iris-virginica
+1,5.1089477161730255,4.4567782946105865,1.5100223899836611,0.2615308832583637,Iris-setosa
+2,6.1807876994198025,3.0544616382041823,4.910603270367145,1.709002776542343,Iris-virginica
+3,6.179366506077656,3.062517509776219,1.5100340034085473,0.2615559190199232,Iris-setosa
+4,5.108947716173026,3.695385813063492,1.5100223970536262,0.26153084382324804,Iris-setosa
+5,6.179387592139769,3.0567452279659175,4.900105134698413,1.6677676475840761,Iris-versicolor
+6,5.108947716559961,3.054044362196736,4.899492701127473,1.6654281830187325,Iris-setosa
+7,5.1089477161730255,3.691726754643815,1.5100223877792627,0.2615308221229334,Iris-setosa
+8,6.179368681122753,3.0540784722693846,4.89959544646385,1.6656029259532779,Iris-versicolor
+9,6.181277586376708,3.0553670162199844,4.916234182524915,1.7283007776304296,Iris-virginica
+10,5.108947716177904,3.141374612007803,1.5100230682974456,0.2615317874795755,Iris-setosa
+11,6.184979963041751,3.0562109430074957,4.933057309036705,1.7344417733812743,Iris-virginica
+12,6.180825852165983,3.0555417089264463,4.913015673106175,1.7052788869768079,Iris-virginica
+13,5.108947716177189,3.088540703177374,1.510022944355877,0.2615312209883362,Iris-setosa
+14,5.108947716173026,3.413064671075587,1.5100223942045377,0.26153082660797755,Iris-setosa
+15,5.108947716173334,3.7310005590519215,1.510022775426424,0.2615313181119688,Iris-setosa
+16,6.18774086111217,3.0559373415632667,4.942415635618951,1.749784843482783,Iris-virginica
+17,6.182191395001449,3.0556809364895576,4.918790870458416,1.743715952335619,Iris-virginica
+18,5.108947716176506,3.0546420477064515,1.51002249972628,0.2615308974144473,Iris-setosa
+19,5.108947716173035,3.0619644600915987,1.5100223963263766,0.2615308190551986,Iris-setosa
+20,5.1089477161730255,4.371059083782626,1.510022389109811,0.2615308606253443,Iris-setosa
+21,5.108947716179138,3.9676042322128264,1.5100243038223398,0.261533546622468,Iris-setosa
+22,5.108947731583646,3.1432926283944234,1.5100576605651095,0.261572927589007,Iris-setosa
+23,5.108947716173034,3.607977251241557,1.5100224391377386,0.26153090101728504,Iris-setosa
+24,5.1089477161730255,3.209959804994231,1.5100223866420839,0.2615308164499129,Iris-setosa
+25,5.1089477161730485,3.508936267292685,1.5100224653484664,0.26153093564511043,Iris-setosa
+26,5.1089477161730255,3.5487971098374205,1.5100223888131477,0.2615308200395716,Iris-setosa
+27,5.108947716173029,3.070283862205732,1.5100223940507864,0.26153081575955356,Iris-setosa
+28,5.1089477161730255,4.307553457865312,1.5100223885236381,0.2615308476246207,Iris-setosa
+29,5.1089477161730255,3.9562912680486138,1.5100223906525794,0.26153083968905544,Iris-setosa
+30,6.180876789597657,3.05535539658297,4.915718206462811,1.7079410411471239,Iris-virginica
+31,6.180640719110289,3.0551030284630163,4.911467430685431,1.7156533299808907,Iris-virginica
+0,5.108947720552931,3.0555836135146377,4.899501870657522,1.6654417653806675,Iris-setosa
+1,5.108947716173028,4.422092197104024,1.5100224226270942,0.2615310576630652,Iris-setosa
+2,5.1089477161730255,3.888163264175263,1.5100223880869554,0.26153082695517293,Iris-setosa
+3,6.186256108592222,3.0560047986671024,4.93431953715455,1.753586961649334,Iris-virginica
+4,6.184289232023947,3.0559346260450106,4.929035739917883,1.7530896813201673,Iris-virginica
+5,6.1793969408653275,3.0544588075772525,4.900300959762426,1.6674959673884955,Iris-versicolor
+6,6.179367956073258,3.054036777645728,4.899579388923214,1.6656655217241139,Iris-versicolor
+7,5.108947716173033,3.062920294344347,1.510022394773542,0.2615308166086303,Iris-setosa
+8,6.179367036725077,3.0609978507010474,4.8996456362538865,0.26162352756740864,Iris-setosa
+9,6.186414745988112,3.0555847909636755,4.93943407303124,1.7715307762899155,Iris-virginica
+10,6.179366737728807,3.066349935542699,1.5100777639775085,0.2616232426980733,Iris-setosa
+11,6.190271161110905,3.055808632155832,4.94983714311139,1.760735399007622,Iris-virginica
+12,6.183026351340677,3.055230833502655,4.9234769375268845,1.7634401568844926,Iris-virginica
+13,5.1089477161730255,4.554974448510965,1.5100223906971695,0.261530937484669,Iris-setosa
+14,5.108947716173028,3.0616259456062136,1.5100223906244514,0.26153081292428426,Iris-setosa
+15,6.1803792601697625,3.054668030772808,4.909566245936415,1.7131907848446553,Iris-virginica
+16,6.184130298675774,3.0550761432424918,4.927429923808665,1.767844306077304,Iris-virginica
+17,5.1089477161730255,4.302862407523481,1.510022389162149,0.2615308493688229,Iris-setosa
+18,5.1089477161730255,4.464649087635088,1.5100223900697531,0.26153089621784265,Iris-setosa
+19,5.108947716173026,3.0641082013674734,1.5100223868996567,0.261530811288505,Iris-setosa
+20,5.1089477161730255,3.5584131499838687,1.5100223864118634,0.26153081761116237,Iris-setosa
+21,5.108947716173166,3.0557780534964225,1.5100224150276842,0.2615308353180372,Iris-setosa
+22,5.1089477161730255,4.122420330304711,1.5100223908312094,0.2615308463020773,Iris-setosa
+23,5.1089477161730255,4.420669602009257,1.5100223891501066,0.26153087378130147,Iris-setosa
diff --git a/iris/lct_gan/4/16/test.csv b/iris/lct_gan/4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/train.csv b/iris/lct_gan/4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/16/val.csv b/iris/lct_gan/4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/synth.csv b/iris/lct_gan/4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeffa902285a6087222d7650e7011f6de5decdf4
--- /dev/null
+++ b/iris/lct_gan/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187538491101776,3.05572148724278,4.939686132818702,1.7844361039337944,Iris-virginica
+1,6.182767510566953,3.0549241843984616,4.922112969367804,1.7361418824805999,Iris-virginica
+2,5.108947716173027,3.517583269497054,1.5100224038223,0.2615308404738773,Iris-setosa
+3,6.181364689595767,3.0545033319442743,4.9134743662639035,1.7276546029259883,Iris-virginica
+4,5.108947716173045,3.056710593939389,1.5100223978191964,0.26153081660836325,Iris-setosa
+5,6.179832226491373,3.0544669915121543,4.90593878815553,1.6878584652986763,Iris-versicolor
+6,5.1089477161730255,3.9116845608946154,1.510022388834347,0.26153082928582877,Iris-setosa
+7,6.183073395204585,3.056486061994571,4.9240640321884515,1.7268326039187258,Iris-virginica
+8,6.18163992033943,3.055001411652834,4.917895435215809,1.7189616882195136,Iris-virginica
+9,6.184904382615056,3.0561035633177887,4.932084786303805,1.7540208878068142,Iris-virginica
+10,6.180987987655121,3.054675006217565,4.912613587483298,1.7171827208273842,Iris-virginica
+11,6.183801449674713,3.0556844860426007,4.9273768885408495,1.7566142522276278,Iris-virginica
+12,5.1089477161730255,4.112261659821,1.5100223878605126,0.26153083709926817,Iris-setosa
+13,6.182459069027082,3.0558131332672027,4.923023730183174,1.7297207880769958,Iris-virginica
+14,5.1089477161730255,3.8000086307171137,1.5100223868293943,0.26153081872533396,Iris-setosa
+15,5.108947716173026,4.468333904639084,1.5100224000194553,0.26153097066633096,Iris-setosa
+16,5.108947716173032,3.0761312991130407,1.5100223982221852,0.2615308221937691,Iris-setosa
+17,6.179422406811513,3.054959065043311,4.900857335712202,1.670439915159155,Iris-versicolor
+18,5.108947716173077,4.045187542666475,1.5100225597292511,0.2615311761691718,Iris-setosa
+19,5.1089477163898644,3.1022715193974473,1.510026374086906,0.261534761153297,Iris-setosa
+20,5.108947716173074,4.2491660626521774,1.510022567839531,0.26153137668227344,Iris-setosa
+21,5.1089477161731525,3.0568441596449234,1.5100224284367794,0.2615308290092669,Iris-setosa
+22,5.10894774583384,3.0554287791673937,4.899518415886409,1.6654672579125747,Iris-setosa
+23,5.108947716173026,3.231076280281565,1.5100223918906934,0.26153082282897344,Iris-setosa
+24,6.181550760618018,3.055969367331894,4.918645442451165,1.7179320344789544,Iris-virginica
+25,5.108947716257083,3.0540971726368547,4.899492063751474,1.6654280128911783,Iris-setosa
+26,6.1867419346585155,3.0554653237564184,4.936467684370821,1.8016570454525895,Iris-virginica
+27,5.1089477161737955,3.7612202210719134,1.5100230107975037,0.2615316606750197,Iris-setosa
+28,5.108947716235254,3.9149591466847475,1.5100278326133036,0.2615387809856605,Iris-setosa
+29,5.1089477161736125,3.102626424392017,1.510022619420267,0.2615309876923971,Iris-setosa
+30,5.1089477161730255,4.391283796880838,1.5100223889471025,0.2615308655373114,Iris-setosa
+31,6.181258329608674,3.0555375955018933,4.9157529864298875,1.7099701756248555,Iris-virginica
+0,5.108947731110594,3.0655411892460576,1.5100404961102454,0.2615602916183729,Iris-setosa
+1,6.180742083464661,3.0546462446451645,4.911656408301747,1.7171249066383698,Iris-virginica
+2,6.180294277767777,3.055210007083516,4.910930157814702,1.6957859178587429,Iris-versicolor
+3,5.1089477161730255,3.2420728646338803,1.5100223883788126,0.26153081750487955,Iris-setosa
+4,5.1089477161730255,4.102481022320752,1.5100223885832593,0.2615308333880361,Iris-setosa
+5,6.182246508881075,3.0561674979352187,4.921872439326249,1.7257556808796093,Iris-virginica
+6,6.180106022920943,3.0545231887438904,4.907818882067992,1.6947968776071711,Iris-virginica
+7,6.185742881318369,3.0556728108636384,4.934485909433788,1.7693399317408343,Iris-virginica
+8,6.180460042158284,3.0547594654963435,4.9099158817680655,1.7138067343432821,Iris-virginica
+9,5.1089477161730255,4.217977877861792,1.5100223939075235,0.2615308666044195,Iris-setosa
+10,5.108947716290723,3.054402623702751,4.8994924017967305,1.6654289609013517,Iris-setosa
+11,5.108947716173027,4.046174714651914,1.5100224097707904,0.26153089320430856,Iris-setosa
+12,5.1089477161730255,3.4321905487253366,1.5100223876570522,0.2615308191696226,Iris-setosa
+13,5.108947716173026,3.5648328074021776,1.510022402762435,0.2615308366661837,Iris-setosa
+14,5.108947719522771,3.054018193327095,4.899494088096402,1.6654296899267864,Iris-versicolor
+15,5.108947778908108,3.1093776076698028,1.5100827486464967,0.2616040752155495,Iris-setosa
+16,5.1089477161730255,4.093464693534418,1.510022387558531,0.2615308329873201,Iris-setosa
+17,6.181898040579149,3.055689172293796,4.919185941305716,1.7229838624586638,Iris-virginica
+18,6.179389437960764,3.0543731950735737,4.900094749670626,1.6686899800657937,Iris-versicolor
+19,5.1089477161730255,4.407673365876969,1.5100223971817914,0.2615309297500001,Iris-setosa
+20,6.183370209201019,3.0561355134205743,4.926107484621824,1.7244528453080015,Iris-virginica
+21,6.181953770241708,3.055736703723989,4.920794529244017,1.722897115073928,Iris-virginica
+22,5.1089477161730255,4.452512363944355,1.5100223903174936,0.2615308892253609,Iris-setosa
+23,5.1089477161730255,3.843210413165187,1.5100223870381624,0.26153082319395393,Iris-setosa
+24,5.1089477161730255,3.853008875605782,1.5100223870535088,0.2615308222660277,Iris-setosa
+25,5.108947716173065,3.4364732739885437,1.51002246549236,0.26153103750085627,Iris-setosa
+26,5.108947716173033,3.389214566027403,1.5100224254580878,0.2615308631912633,Iris-setosa
+27,6.179368966040179,3.055050630672777,4.899650465531929,1.665793263257534,Iris-versicolor
+28,5.108947716173078,3.0597644387238545,1.510022414993361,0.2615308265743643,Iris-setosa
+29,5.108947716173029,4.362558853991707,1.510022431023389,0.26153107262280273,Iris-setosa
+30,5.108947716173087,3.356372602847988,1.5100225123013011,0.26153095052433556,Iris-setosa
+31,6.179366597262313,3.0846860469476716,1.5100716066771849,0.2616101270758518,Iris-setosa
+0,6.179744709191844,3.054278672665517,4.904662691902973,1.6863773355968723,Iris-virginica
+1,6.182515286714608,3.0551312284781553,4.921369689250636,1.742533750049825,Iris-virginica
+2,5.108947716173043,3.3065465625463606,1.5100224555499773,0.26153086667751413,Iris-setosa
+3,5.1089477161730255,4.290976675478352,1.510022390709673,0.26153086292959804,Iris-setosa
+4,5.108947716977182,3.0641741755415604,1.510026935956484,0.26153488357076,Iris-setosa
+5,6.179380894653421,3.054053704547874,4.900069645847383,1.6669734552400604,Iris-versicolor
+6,6.179994516056965,3.054490015208969,4.906401878641097,1.6983599217040706,Iris-virginica
+7,6.179411906959787,3.054142550043166,4.900775164678771,1.6689455064647274,Iris-versicolor
+8,5.108947716173027,3.7427825870365825,1.5100224061968937,0.2615308772552635,Iris-setosa
+9,5.1089477161730255,3.9481398094893727,1.5100223888682853,0.26153082868272376,Iris-setosa
+10,6.179373819456989,3.0540572002003246,4.899771211516545,1.6661537907111041,Iris-versicolor
+11,6.1809881073955335,3.0551636436441316,4.914489259054236,1.7066078890154528,Iris-virginica
+12,5.108947727716787,3.060306788936513,1.51003703700336,0.26155011200694395,Iris-setosa
+13,5.1089477161730255,4.082954572926259,1.510022389877189,0.26153084841932434,Iris-setosa
+14,5.108947716175966,3.117273927451364,1.5100229149183573,0.261531326252766,Iris-setosa
+15,6.179367011072703,3.0673443142970576,1.5100987439347753,0.2616807120382625,Iris-setosa
+16,5.1089477161730255,4.508688024073527,1.5100223918166062,0.2615309384717603,Iris-setosa
+17,6.179367061703251,3.054205818899295,4.8995297974524865,1.6655849245271406,Iris-versicolor
+18,6.180480763611251,3.0552567637437895,4.911335639045458,1.7026398193302767,Iris-versicolor
+19,6.179406009014656,3.056825944904748,4.900537090961643,1.6680852245214064,Iris-versicolor
+20,5.1089477161730255,4.178661314203716,1.5100223877047192,0.2615308380400016,Iris-setosa
+21,5.108947716173029,4.173415939127341,1.5100224220796787,0.26153098041303446,Iris-setosa
+22,5.1089477161730255,3.303216363972684,1.5100223891742781,0.261530818504766,Iris-setosa
+23,5.108947716173061,3.1757637516750443,1.5100224485715485,0.26153090925659195,Iris-setosa
+24,5.1089477161730255,4.277252810856222,1.510022389276774,0.26153084714122454,Iris-setosa
+25,6.179369225214933,3.0541427922216524,4.899631517933459,1.6658228605048442,Iris-versicolor
+26,6.182623039490098,3.05603484424456,4.9248873217071125,1.723726409370504,Iris-virginica
+27,5.108947716173026,3.668655924047033,1.5100223995218882,0.26153086138694737,Iris-setosa
+28,5.1089477161730255,4.178754354210277,1.510022388281111,0.26153083465928223,Iris-setosa
+29,6.185908223480132,3.0553417591231042,4.933250983754251,1.7940120651244305,Iris-virginica
+30,5.1089477161730255,4.465101923547415,1.5100223899934218,0.2615308887407712,Iris-setosa
+31,5.108947716173026,3.374526789421473,1.5100223948708522,0.2615308378195212,Iris-setosa
+0,5.1089477170184034,3.0540832812260237,4.8994934142272575,1.665429164895745,Iris-setosa
+1,5.108947716183219,3.0555043081663515,1.5100226441092843,0.26153113903876857,Iris-setosa
+2,5.1089477161730255,4.011393825555058,1.5100223886928263,0.2615308266896194,Iris-setosa
+3,5.108947716173738,3.0547446611021747,1.5100224401854903,0.26153086230658423,Iris-setosa
+4,6.184702952749902,3.056199994602965,4.932670728772459,1.7445282743177901,Iris-virginica
+5,5.1089477161730255,3.9378788259087463,1.5100223891360058,0.2615308270517029,Iris-setosa
+6,5.108947716173115,3.056690912167341,1.5100224146759986,0.2615308287321011,Iris-setosa
+7,6.185552071225095,3.0551097602074178,4.9324784016672485,1.7923477995172332,Iris-virginica
+8,5.1089477161768375,3.0702966449032,1.5100226962485912,0.2615312877287443,Iris-setosa
+9,5.108947716173026,3.1251413976184885,1.5100223880993597,0.26153082247721604,Iris-setosa
+10,5.1089477161730255,4.000519581598966,1.510022387792326,0.26153083460815296,Iris-setosa
+11,6.179539979177677,3.054143096859675,4.902242224595231,1.6765390229476724,Iris-versicolor
+12,6.1794604395177135,3.0541782629116514,4.901691093751598,1.6730134691663723,Iris-versicolor
+13,5.108947716173072,4.313223231376927,1.5100225740959596,0.2615313727801236,Iris-setosa
+14,5.108947716174105,3.0722644751720702,1.5100225796037265,0.2615310372525737,Iris-setosa
+15,6.1888099885630234,3.0553379416204125,4.942323954206212,1.7945507811308254,Iris-virginica
+16,5.108947716173027,3.434325265642186,1.5100224055820652,0.2615308396160405,Iris-setosa
+17,5.108947716173026,4.481917642562519,1.5100224046953374,0.26153103095216684,Iris-setosa
+18,6.1854361074295285,3.055719716742586,4.934017578190159,1.7581497409702425,Iris-virginica
+19,6.18535967783939,3.055537409355874,4.931586979557894,1.7707506175286982,Iris-virginica
+20,6.179366641460151,3.0734647962229262,1.5100706605076517,0.2616109360977635,Iris-setosa
+21,6.179406747144249,3.0541780354361845,4.900574367020998,1.6693821911942626,Iris-versicolor
+22,5.1089477161730255,4.4016606940909,1.5100223910307229,0.2615308810025302,Iris-setosa
+23,5.108947716184682,3.6422861400393525,1.5100245268081898,0.26153364344752345,Iris-setosa
diff --git a/iris/lct_gan/4/17/test.csv b/iris/lct_gan/4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/train.csv b/iris/lct_gan/4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/17/val.csv b/iris/lct_gan/4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/synth.csv b/iris/lct_gan/4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f242a03ee06333f0419391c0720548dea6e1065a
--- /dev/null
+++ b/iris/lct_gan/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936674972652,3.0540205237903613,4.8995121156650026,1.6654628656441242,Iris-versicolor
+1,5.10894771617303,3.07368982643536,1.5100223939850246,0.2615308189396415,Iris-setosa
+2,5.10894771617316,3.0665657924792917,1.5100224383817438,0.26153088706873784,Iris-setosa
+3,5.1089477164038675,3.8018612911356704,1.5100322478206711,0.26154368916602583,Iris-setosa
+4,6.179944610841671,3.054425925033838,4.906311920827661,1.6967169840513645,Iris-virginica
+5,5.108947716182786,3.155802271989634,1.5100235741180457,0.2615316904418562,Iris-setosa
+6,6.1824539625429775,3.0568001790758275,4.924146485114399,1.703030009641045,Iris-virginica
+7,5.108947719048847,3.0542293936512146,4.899496497396694,1.665434596480875,Iris-setosa
+8,6.187554072344627,3.0557059177884707,4.93985374640211,1.77768841808999,Iris-virginica
+9,5.1089477161730255,3.661868897699167,1.5100223879063606,0.2615308203731565,Iris-setosa
+10,5.1089477161730255,4.518866786253008,1.5100223946687883,0.26153097116740825,Iris-setosa
+11,5.108947716173094,3.1832054710812527,1.510022497260959,0.2615308807134217,Iris-setosa
+12,5.1089477161730255,3.2945862851582124,1.5100223903730603,0.2615308215195677,Iris-setosa
+13,5.1089477161730255,3.549882422029116,1.5100223918519724,0.26153082883035733,Iris-setosa
+14,6.179401724558499,3.054391795991275,4.900507905754913,1.6676555432777689,Iris-versicolor
+15,6.179523801967015,3.0542425062296155,4.9018882608096375,1.67633969939562,Iris-versicolor
+16,5.1089477161730255,4.280937009654194,1.510022388968644,0.26153084670291865,Iris-setosa
+17,6.179547800115475,3.0545933891872656,4.9030371255344365,1.6740698986741827,Iris-versicolor
+18,5.1089477161730255,4.405525718150791,1.5100223890659852,0.26153086548557547,Iris-setosa
+19,5.1089477161730255,4.471942888370845,1.5100223899242389,0.26153088556899257,Iris-setosa
+20,6.183326547698726,3.0555673744377554,4.9284695301207995,1.7507873258595659,Iris-virginica
+21,5.1089477161730255,4.5272473931783495,1.5100223903090182,0.2615309209402984,Iris-setosa
+22,5.108947719127992,3.1044374492788456,1.510034684912812,0.26154973707823637,Iris-setosa
+23,6.182246319422811,3.054816734576984,4.918724010439001,1.7516498209003524,Iris-virginica
+24,5.1089477161730255,4.334682707973053,1.5100223896950487,0.2615308614207145,Iris-setosa
+25,5.108947718231766,3.2573782419367334,1.5100414657376544,0.26154973180730773,Iris-setosa
+26,6.179982629206691,3.0546628708051475,4.90682719181649,1.70315511928506,Iris-versicolor
+27,6.179366806713418,3.054064582682282,4.899515707863294,1.665468885227045,Iris-versicolor
+28,6.181734889823784,3.054978922798812,4.916437379640064,1.73200816144076,Iris-virginica
+29,6.183297347073393,3.0562111587356395,4.926136459850384,1.7324117384116595,Iris-virginica
+30,6.179384946149825,3.054049956526071,4.8999744087294035,1.6665235030391408,Iris-versicolor
+31,6.183348354745802,3.0557845591488744,4.925180175689786,1.7513089586213963,Iris-virginica
+0,5.1089477161730255,4.448167096838421,1.5100223893982885,0.26153087957932636,Iris-setosa
+1,6.179402817268732,3.0547290781648564,4.900508978216702,1.667365903815629,Iris-versicolor
+2,6.180701202658914,3.055002665170191,4.913183499305914,1.7115087182095086,Iris-virginica
+3,5.108947716173026,4.061893633146717,1.5100224040426649,0.2615308827729422,Iris-setosa
+4,5.108947716173026,3.9440842749398586,1.5100224055958011,0.2615308658073401,Iris-setosa
+5,5.1089477161730255,4.405674293665142,1.510022392788743,0.2615308990851475,Iris-setosa
+6,5.108947716173033,3.6597912618051684,1.5100224311949824,0.26153089701822635,Iris-setosa
+7,5.1089477161730255,3.680040754661495,1.5100223886622823,0.2615308277705374,Iris-setosa
+8,5.108947716173031,3.057851892816579,1.5100223928115746,0.2615308127854781,Iris-setosa
+9,5.1089477161730255,3.876137972120294,1.5100223915778583,0.2615308330466134,Iris-setosa
+10,5.108947716173026,4.155506304553379,1.5100223989007633,0.2615308796870655,Iris-setosa
+11,6.186397707642144,3.056080613022877,4.936295105570735,1.7531389799881136,Iris-virginica
+12,5.1089477161730255,4.475796990790984,1.5100223899947236,0.26153088383769163,Iris-setosa
+13,5.1089477161730255,4.380455300170496,1.5100223892360602,0.2615308621473541,Iris-setosa
+14,6.179410125148496,3.054080508725704,4.900378404039729,1.6684042480369563,Iris-versicolor
+15,5.1089477161730255,4.424780569032225,1.5100223916574929,0.2615308969112905,Iris-setosa
+16,5.1089477161730255,4.219549975779946,1.5100223907445094,0.26153085335727916,Iris-setosa
+17,6.179381915348653,3.057320051301367,4.900036397528883,1.6670088200400022,Iris-setosa
+18,5.1089477161730255,4.3616441151453715,1.5100223893014315,0.26153085527534464,Iris-setosa
+19,6.18236542923647,3.054552021957354,4.91578887012586,1.7340432469952842,Iris-virginica
+20,5.1089477161730255,4.453332208166058,1.5100223893844065,0.26153087812588766,Iris-setosa
+21,6.179366825660895,3.054474158586692,4.899539460545966,1.6655176430913465,Iris-versicolor
+22,5.108947716173026,3.5399575364566833,1.5100223949657305,0.26153083548710065,Iris-setosa
+23,6.179388743388489,3.054301574034211,4.900243203796484,1.6678227786498576,Iris-versicolor
+24,5.1089477161730255,4.528015205059729,1.5100223904482382,0.26153092229681685,Iris-setosa
+25,6.1799824612302405,3.0549701123567803,4.907412774713407,1.6962327836930646,Iris-versicolor
+26,5.1089477161730255,3.7005876561323685,1.5100223905419312,0.2615308310351556,Iris-setosa
+27,5.108947716177365,3.0546033341138217,1.5100225267247596,0.2615308763933048,Iris-setosa
+28,6.179373983432153,3.0540266814692423,4.899769877901126,1.6659367427014606,Iris-versicolor
+29,5.108947716173026,3.131893714273984,1.5100223905290393,0.26153082135756583,Iris-setosa
+30,5.1089477161730255,4.374423463997694,1.5100223901077254,0.26153087087351823,Iris-setosa
+31,6.18050307410837,3.054580241744219,4.910050029384593,1.7157339370550324,Iris-virginica
+0,5.108947716173026,3.069678141045914,1.5100223868740343,0.26153081233954867,Iris-setosa
+1,5.1089477164618655,3.646020207456566,1.510033161928867,0.26154292652143124,Iris-setosa
+2,6.188694452835072,3.055727128372746,4.945190950985172,1.7656962087914545,Iris-virginica
+3,6.182981239707052,3.055275320791402,4.92367571190967,1.7486225303220586,Iris-virginica
+4,5.1089477161730255,4.374114773123216,1.510022389427044,0.26153086111449175,Iris-setosa
+5,6.179765887078877,3.054448388481444,4.905340586244847,1.6874508312203254,Iris-versicolor
+6,5.108947716178087,3.055015820260318,1.5100225477543725,0.2615309547497655,Iris-setosa
+7,6.182265525122518,3.0551084409855465,4.9194249236254475,1.7593554017221207,Iris-virginica
+8,6.183382139319936,3.0550053876311907,4.921457826536734,1.7952221696079924,Iris-virginica
+9,6.188473705198764,3.0556216224188093,4.941460775675101,1.78585959889243,Iris-virginica
+10,5.1089477161732235,3.09278453297826,1.5100224840943475,0.2615309567544394,Iris-setosa
+11,5.1089477161730255,4.236986682745812,1.5100223907957095,0.2615308561741954,Iris-setosa
+12,6.189780837545949,3.0554204210098797,4.945427821211789,1.7925493269905428,Iris-virginica
+13,6.17981964647135,3.0557549277211553,4.906530445078927,1.6788317715301952,Iris-versicolor
+14,5.1089477161730255,4.465021762833015,1.5100223910536927,0.2615309029804607,Iris-setosa
+15,6.179743986435582,3.0543559725923015,4.904902725188357,1.6886330269808159,Iris-versicolor
+16,5.1089477161730255,4.073354039447571,1.5100223881225083,0.2615308312520183,Iris-setosa
+17,5.108947716173028,3.0767013124353464,1.5100223953431904,0.26153081559651487,Iris-setosa
+18,5.108947716176145,3.062432066137166,1.5100226126761327,0.2615311792770681,Iris-setosa
+19,6.182401066213944,3.054702157576588,4.918814483378033,1.7359482767257397,Iris-virginica
+20,5.1089477161730255,4.144498734164852,1.5100223906730212,0.2615308456638093,Iris-setosa
+21,5.1089477161730255,4.4385737757633414,1.5100223898220895,0.26153088709814665,Iris-setosa
+22,6.179658153475796,3.0548595801584586,4.904721369320345,1.6797743663027764,Iris-versicolor
+23,5.108947716173027,3.547685575406889,1.5100224026313283,0.26153084350172556,Iris-setosa
+24,5.1089477161730255,4.514105054355805,1.5100223929828882,0.2615309486612249,Iris-setosa
+25,6.17939555892677,3.0541306238060484,4.900291141499817,1.6679025147998976,Iris-versicolor
+26,6.179943457185508,3.0543825925547483,4.906905466675192,1.6914472468239075,Iris-virginica
+27,5.1089477161730255,3.778676350010355,1.5100223889502196,0.2615308266565858,Iris-setosa
+28,5.108947716173029,3.081228781277549,1.5100223953681036,0.2615308214122359,Iris-setosa
+29,5.1089477161730255,4.301501426962405,1.510022390128873,0.26153085743032695,Iris-setosa
+30,5.1089477161737165,3.093963902640596,1.5100225697328906,0.26153105964533785,Iris-setosa
+31,5.108947716173026,3.6572209157103166,1.510022400942891,0.26153084606234617,Iris-setosa
+0,5.1089477161730255,4.394950067704124,1.5100223893481892,0.26153086409970516,Iris-setosa
+1,6.1796246681219715,3.0541958724508698,4.903062254908769,1.6825990886218523,Iris-versicolor
+2,5.1089478986618255,3.054018910666879,4.899512753892622,1.665443982706198,Iris-versicolor
+3,5.1089477161730255,3.217428004225119,1.5100223868267082,0.2615308126113178,Iris-setosa
+4,6.189651181164156,3.0555221976037803,4.945093144346065,1.8064447650357676,Iris-virginica
+5,6.182889535981203,3.0557493038977386,4.9221587100194295,1.7424633550756616,Iris-virginica
+6,5.108947716176521,3.4839913966523612,1.5100232136184903,0.2615328790777352,Iris-setosa
+7,6.179736160955231,3.0542763878740566,4.9043622325872285,1.6857517139671319,Iris-versicolor
+8,5.1089477161730255,4.189099928981806,1.5100223883326507,0.26153083664824334,Iris-setosa
+9,6.180353651843926,3.0546462637628635,4.908962626608512,1.711280290172518,Iris-virginica
+10,5.1089477161730255,4.201923170461808,1.5100223885218615,0.2615308369382605,Iris-setosa
+11,5.108947716173026,3.6849615715754522,1.5100223944001074,0.26153083186284015,Iris-setosa
+12,6.180277368312688,3.054413286951703,4.9087313586658885,1.6993945412005933,Iris-virginica
+13,6.179400756158464,3.0540764958577338,4.900352124719806,1.6680710042537528,Iris-versicolor
+14,5.108947716173026,3.4019441235362367,1.5100223977609417,0.261530825753109,Iris-setosa
+15,6.179367669978748,3.054670900490402,4.899592664069903,1.6656620167185134,Iris-versicolor
+16,5.1089477161730255,3.212271766729779,1.510022387843473,0.26153081754517277,Iris-setosa
+17,6.179486572274309,3.055541794251757,4.9019126913641164,1.675091029552707,Iris-versicolor
+18,6.183603350928552,3.055797083455544,4.930481824881505,1.7262332547922044,Iris-virginica
+19,6.179969694366373,3.0553220397193743,4.907094729603863,1.6865180162463658,Iris-versicolor
+20,5.1089477161730255,4.10403333764615,1.510022387204717,0.26153083079496725,Iris-setosa
+21,6.181894826934739,3.0551684209559475,4.919128830370432,1.7275766777515853,Iris-virginica
+22,5.1089477161733035,3.0569480383807917,1.5100224370482802,0.2615308615160566,Iris-setosa
+23,6.180132875187562,3.054462312958348,4.906959445427977,1.7006186228842535,Iris-virginica
diff --git a/iris/lct_gan/4/18/test.csv b/iris/lct_gan/4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/train.csv b/iris/lct_gan/4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/18/val.csv b/iris/lct_gan/4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/synth.csv b/iris/lct_gan/4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87627bbff36fedc1b656c6bf1993441400b4da66
--- /dev/null
+++ b/iris/lct_gan/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173029,3.108186434136203,1.5100224016019916,0.2615308186363983,Iris-setosa
+1,5.1089477161730255,3.56603243619108,1.5100223891339803,0.261530824865409,Iris-setosa
+2,6.180159130320775,3.05584180639509,4.910164641312326,1.6845800011067151,Iris-versicolor
+3,5.108947716173037,4.122016435702589,1.5100224618729519,0.26153104619147577,Iris-setosa
+4,5.108947716173031,3.0576085092103407,1.5100223921154232,0.2615308125877885,Iris-setosa
+5,6.179373965813417,3.0541201488412795,4.8997655223441905,1.6663425099822422,Iris-versicolor
+6,6.1837288604924785,3.0564317910722782,4.929640808476222,1.737488816053264,Iris-virginica
+7,5.108947716173078,3.0558870656364108,1.510022403970651,0.2615308210683748,Iris-setosa
+8,5.1089477161730255,4.320520123142803,1.5100223904973207,0.2615308668176246,Iris-setosa
+9,6.17937286388327,3.054014409113726,4.8997021204912965,1.6658202326682647,Iris-versicolor
+10,5.1089477161730255,4.494838148456909,1.5100223928491452,0.26153093715923537,Iris-setosa
+11,5.1089477161730255,4.313191702869721,1.5100223891323872,0.261530852892903,Iris-setosa
+12,6.182268400461049,3.0548499703953573,4.920220127464758,1.7343531728103443,Iris-virginica
+13,5.1089477161730255,4.530187065855166,1.5100223911433903,0.2615309383481431,Iris-setosa
+14,5.1089477161730255,4.422480224418205,1.5100223913670894,0.2615308919733956,Iris-setosa
+15,5.108947717134184,3.0642570529816506,1.5100267559019236,0.26153720973554884,Iris-setosa
+16,5.1089477161730255,4.177252937847493,1.5100223952633887,0.2615308615024803,Iris-setosa
+17,6.18068845239661,3.054920024588333,4.911399370009086,1.713224399945638,Iris-virginica
+18,6.183721020371379,3.055591670316839,4.926489162203607,1.7561158038691345,Iris-virginica
+19,6.179369488977518,3.054678418223793,4.899636782190708,1.6658674516761043,Iris-versicolor
+20,6.1796249218295936,3.0542141268099616,4.903116699932296,1.678568133771179,Iris-versicolor
+21,5.108947716173027,3.0762994366622713,1.5100223911506738,0.26153081345223833,Iris-setosa
+22,5.1089477161730255,4.475297274255197,1.5100223897140168,0.2615308950227762,Iris-setosa
+23,5.1089477161730334,3.235266171606887,1.51002242117272,0.26153084378637886,Iris-setosa
+24,6.179958614238799,3.055014241339595,4.906756145913052,1.6847122380134787,Iris-versicolor
+25,6.179981937562021,3.0542927322492144,4.906160678701762,1.692938389603933,Iris-virginica
+26,5.108947716173026,3.0696501704431665,1.510022389828433,0.26153081221517593,Iris-setosa
+27,5.108947716173028,3.7584790440458584,1.5100224099170783,0.26153089330432805,Iris-setosa
+28,6.179371276063605,3.0541796561139876,4.899651844423585,1.66623500040722,Iris-versicolor
+29,6.179927334452811,3.0543099797595796,4.905454348879772,1.6911485233236319,Iris-virginica
+30,6.179382324826656,3.054072123042476,4.900039395946787,1.6665919775349178,Iris-versicolor
+31,6.181391319898173,3.0547214909034115,4.916335245633273,1.724454822474962,Iris-virginica
+0,5.1089477161730255,4.480989303183663,1.5100223898721323,0.26153088882830816,Iris-setosa
+1,6.179373732488735,3.055535675883645,4.899819525964097,1.6662093127343274,Iris-versicolor
+2,6.188724234210116,3.05587569020285,4.944912229735108,1.7563186233525372,Iris-virginica
+3,6.184947470688012,3.0555958818453752,4.931886011921018,1.7514951581567835,Iris-virginica
+4,5.1089477161730255,4.136834009814903,1.5100223892706326,0.2615308384784699,Iris-setosa
+5,5.108947716173026,3.1037907510411107,1.5100223877652277,0.2615308148016474,Iris-setosa
+6,5.108947716173026,3.0843210542475177,1.5100223893164997,0.2615308140487567,Iris-setosa
+7,5.1089477161730255,4.099356299974188,1.5100223881602737,0.2615308289202814,Iris-setosa
+8,5.108947716173029,3.0654446766603494,1.5100223926993206,0.2615308156100542,Iris-setosa
+9,6.179366503323842,3.054218090487588,4.899498912654797,1.6654460093211312,Iris-setosa
+10,5.108947716332288,3.0556841312583494,1.510023581647275,0.261531637906402,Iris-setosa
+11,6.186609341760776,3.0562241267741714,4.938406026168764,1.740397287380117,Iris-virginica
+12,5.108947716215269,3.0541736635831005,4.899491892513869,1.6654279524651114,Iris-setosa
+13,5.108947722208084,3.0640907925892527,1.5100349673715308,0.26154236007089243,Iris-setosa
+14,6.179539728879694,3.054199403565395,4.90225594479744,1.676456738054868,Iris-versicolor
+15,5.108947716173027,3.2208548103692842,1.5100223994252393,0.26153082376490416,Iris-setosa
+16,5.108947716173026,3.735555088896863,1.5100224009052094,0.2615308539159862,Iris-setosa
+17,5.108947716173037,3.724463545523456,1.5100224412641112,0.2615309528248064,Iris-setosa
+18,6.18025370241337,3.054980150155107,4.909750810982178,1.700229039426711,Iris-virginica
+19,6.179366569666757,3.0542153950429163,4.899511722847537,1.6654613055262608,Iris-versicolor
+20,5.1089477161730255,4.251181620357967,1.5100223914152069,0.26153085790653613,Iris-setosa
+21,6.17959759134208,3.0555856473359846,4.903568223933104,1.6761202085774365,Iris-versicolor
+22,5.108947716173026,3.191589632691231,1.5100223950221725,0.2615308232270545,Iris-setosa
+23,5.1089477161730255,3.202484702462745,1.5100223889694613,0.26153081326755534,Iris-setosa
+24,5.108947716175282,3.6237642239161296,1.5100233867386001,0.261531838983341,Iris-setosa
+25,5.1089477161730255,3.553631377908066,1.5100223890052689,0.2615308272168652,Iris-setosa
+26,6.179603265002702,3.054353553725398,4.903190533298371,1.679979069967565,Iris-versicolor
+27,6.179417757986983,3.054140107782235,4.900674941092252,1.6702977936410823,Iris-versicolor
+28,6.183173067680972,3.054823126277886,4.922493945003023,1.7605010884095258,Iris-virginica
+29,5.1089477161730255,4.067941851779146,1.5100223899229184,0.2615308421891408,Iris-setosa
+30,5.1089477161730255,4.317910778551292,1.5100223890688609,0.26153085649224267,Iris-setosa
+31,6.179370198041439,3.054112720357358,4.89964751896124,1.6659254865529223,Iris-versicolor
+0,6.1843650582060725,3.0554175571785245,4.927111349503326,1.774304500099483,Iris-virginica
+1,6.18448914970888,3.0553682632976957,4.927804284887283,1.8016914990550723,Iris-virginica
+2,6.179366509345792,3.054059157802423,4.899497250419865,1.6654385474446107,Iris-versicolor
+3,6.1869453100003415,3.0553412861109757,4.93900619517135,1.7855161460679843,Iris-virginica
+4,6.181231962491161,3.055477332992021,4.915984372405842,1.7166018578856796,Iris-virginica
+5,5.1089477161730255,4.4683748092709825,1.5100223924726692,0.261530915260541,Iris-setosa
+6,5.108947716173026,3.77566171985317,1.5100224039548569,0.261530860024521,Iris-setosa
+7,6.18271896672345,3.054944155652725,4.9200833885866935,1.7594778751435218,Iris-virginica
+8,5.108947716180448,3.7257942339893733,1.5100241824194707,0.2615333811050636,Iris-setosa
+9,5.10894771617303,3.104263066882829,1.5100224028598652,0.26153082283673584,Iris-setosa
+10,6.184824778771094,3.0557120954214505,4.933100357590371,1.7595126550111795,Iris-virginica
+11,6.180772207677245,3.055748375984986,4.9140166192031876,1.7005026062506663,Iris-virginica
+12,5.108947716173026,3.464142758885206,1.5100223995478954,0.2615308347476738,Iris-setosa
+13,6.179366883551202,3.0758450230366545,1.5101108610270855,0.2616572186780768,Iris-setosa
+14,5.108947716173027,3.115156900242296,1.5100223927875764,0.261530821153133,Iris-setosa
+15,6.181693321077127,3.055959027876396,4.9206456305878294,1.7121447362790512,Iris-virginica
+16,5.108947716290907,3.0542375677254086,4.8994921797501725,1.6654290218727537,Iris-setosa
+17,6.18501550241423,3.055085755219222,4.930663958909657,1.7804757014802315,Iris-virginica
+18,6.182554195202309,3.055006569004388,4.92210768835334,1.7504357490322622,Iris-virginica
+19,6.17936802878731,3.069747475105343,1.510163086919783,0.26181160868693243,Iris-setosa
+20,5.108947716173154,4.201749763672173,1.510022695138901,0.2615314827692376,Iris-setosa
+21,6.185686492124925,3.056009965476887,4.933683673621991,1.7643479832086972,Iris-virginica
+22,5.1089477161730255,3.2381784371499887,1.5100223868227416,0.2615308154368069,Iris-setosa
+23,6.1830969319515825,3.0554102796741183,4.922770574483592,1.7770371928006394,Iris-virginica
+24,6.188650865233701,3.0558860817792333,4.945474421708871,1.7499826058559729,Iris-virginica
+25,6.185769273708603,3.055505590259638,4.933702902893131,1.7621706395125585,Iris-virginica
+26,6.179367871420619,3.054854736739651,4.899607535414646,1.6656902527773176,Iris-versicolor
+27,5.108947716173026,4.282920626715429,1.5100223969367617,0.26153089327874207,Iris-setosa
+28,6.183739064745957,3.055855736758233,4.928203393881522,1.7472571040392741,Iris-virginica
+29,5.1089477161730255,4.453807917701261,1.5100223908761363,0.26153089651547407,Iris-setosa
+30,6.179368785216988,3.0549039252718946,4.899629964458977,1.6658307158232328,Iris-versicolor
+31,5.1089477161730255,4.082804245828174,1.5100223877101098,0.26153083121966264,Iris-setosa
+0,5.1089477161730255,3.7374399475458184,1.510022391680011,0.2615308348611215,Iris-setosa
+1,6.179366974187559,3.113557672095207,1.5101295498005833,0.2617677902176188,Iris-setosa
+2,5.108947716173173,3.1164805050975257,1.510022513431033,0.261530894219128,Iris-setosa
+3,5.1089477161730255,4.461607410964367,1.510022390096091,0.26153088724312246,Iris-setosa
+4,5.1089477161730255,4.343094431268253,1.510022388830081,0.2615308517609754,Iris-setosa
+5,5.1089477161730255,4.3863875021391525,1.510022391384637,0.2615308874371965,Iris-setosa
+6,5.108947716901018,3.385359278712384,1.5100362774534077,0.2615443137666918,Iris-setosa
+7,5.1089477161730255,4.215578311180975,1.5100223954477192,0.2615308688521687,Iris-setosa
+8,5.108947716521159,3.098061088820954,1.5100265146569227,0.2615363596925696,Iris-setosa
+9,6.186811477519186,3.055591741555424,4.938453889856992,1.7742589012786214,Iris-virginica
+10,5.1089477334767,3.0772864428268245,1.5100471134253075,0.26156187261984837,Iris-setosa
+11,5.108947716173026,3.098087642701564,1.510022388202811,0.2615308151342004,Iris-setosa
+12,5.1089477161730255,3.964711234090795,1.5100223880789874,0.2615308255637408,Iris-setosa
+13,5.1089477161730255,4.201043772393159,1.5100223879754513,0.2615308368223516,Iris-setosa
+14,5.108947716173096,3.0585858683825884,1.5100224162882505,0.2615308358839227,Iris-setosa
+15,6.184698740745844,3.05616878868178,4.931049122773931,1.7457678209707463,Iris-virginica
+16,6.181502652511093,3.0549056933572216,4.916521392794678,1.7225073652211462,Iris-virginica
+17,6.179367411996822,3.0773133846961107,1.5101348901113258,0.261797522455438,Iris-setosa
+18,6.1798966265275075,3.0544768801421167,4.905942480410093,1.698909838393924,Iris-virginica
+19,5.1089477161730255,4.290730835549612,1.510022389118738,0.26153085241184554,Iris-setosa
+20,6.179468744035965,3.0541688744107645,4.901400922877591,1.6717592422118657,Iris-versicolor
+21,6.180634932179944,3.054704697715108,4.911627860650881,1.7129447384882133,Iris-virginica
+22,6.187445622739202,3.055616791979913,4.938868135257993,1.7771667592269453,Iris-virginica
+23,6.188712622701785,3.055582284834536,4.945174638935166,1.7798178203813104,Iris-virginica
diff --git a/iris/lct_gan/4/19/test.csv b/iris/lct_gan/4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/train.csv b/iris/lct_gan/4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/19/val.csv b/iris/lct_gan/4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/synth.csv b/iris/lct_gan/4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9db3c66d394570857893e17d9c781acdfc70ae15
--- /dev/null
+++ b/iris/lct_gan/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617305,3.066100059565778,1.5100224106978097,0.2615308281889787,Iris-setosa
+1,5.1089477161730255,4.129311884987743,1.5100223938908504,0.2615308535306411,Iris-setosa
+2,5.1089477161730255,3.309275993657966,1.510022386817424,0.2615308155687996,Iris-setosa
+3,6.179571223200586,3.054510457161113,4.902603700889669,1.6783903388267007,Iris-versicolor
+4,6.179368103853148,3.0540260425340358,4.899570907408843,1.6655491163124343,Iris-versicolor
+5,5.1089477161730255,3.9899931815655174,1.5100223875841103,0.2615308295883584,Iris-setosa
+6,6.179777223550279,3.055046179971761,4.905261619992229,1.6814395519777674,Iris-versicolor
+7,6.179601182944398,3.0543128278439875,4.903587137015618,1.6791937578479084,Iris-versicolor
+8,6.188784387470414,3.0553700207173584,4.941074354873104,1.803886572000822,Iris-virginica
+9,5.1089477161730255,3.99952962768642,1.510022388309643,0.2615308317012898,Iris-setosa
+10,5.1089477161738115,3.0551852370854897,1.5100224537875084,0.26153086523115704,Iris-setosa
+11,6.186418180986704,3.055202313517601,4.934458128608736,1.7790859684419076,Iris-virginica
+12,5.108947716173038,3.0665245739146467,1.5100223995343192,0.2615308301986006,Iris-setosa
+13,5.1089477161730255,3.864858906253045,1.5100223891084257,0.2615308311172333,Iris-setosa
+14,5.1089477161730255,3.566745536839366,1.510022389172649,0.26153082544088563,Iris-setosa
+15,5.1089477161730255,4.101503638597354,1.51002239070116,0.2615308385988881,Iris-setosa
+16,6.179414759574656,3.0541492679649673,4.900636577621522,1.6694857579566023,Iris-versicolor
+17,6.17944284299319,3.054154910025663,4.900881888990079,1.6724317750641342,Iris-versicolor
+18,5.108947716173054,3.4406595075948925,1.5100224679367826,0.2615309309921422,Iris-setosa
+19,6.1795745994401,3.054841865547359,4.902780821237125,1.678581952732667,Iris-versicolor
+20,6.182643913712309,3.055347710060418,4.922862360641142,1.7374077848343947,Iris-virginica
+21,5.1089477161730255,4.341599093931369,1.510022389376247,0.2615308577413923,Iris-setosa
+22,5.1089477161730255,4.422368844299609,1.5100223900191743,0.26153088641294253,Iris-setosa
+23,5.1089477161730255,4.389708710966902,1.5100223905085044,0.26153087903634065,Iris-setosa
+24,6.187128464376235,3.055614104534489,4.940437337584277,1.7839608269280314,Iris-virginica
+25,6.181804009671384,3.0550933231114183,4.917833144884161,1.7447106957024503,Iris-virginica
+26,5.1089477161730255,4.582442990691355,1.5100223909518042,0.26153096285602645,Iris-setosa
+27,5.1089477161730255,3.141791714324034,1.5100223869346765,0.2615308166798634,Iris-setosa
+28,6.188497239157047,3.0557350068772466,4.945535423835689,1.7750928742178071,Iris-virginica
+29,6.1814159642875515,3.0546415873220663,4.915806365635886,1.7241283158637073,Iris-virginica
+30,6.179387752199432,3.054509809322655,4.900155453098857,1.6667395597124415,Iris-versicolor
+31,5.1089477161730255,3.8279114111119523,1.5100223918193076,0.26153084270993315,Iris-setosa
+0,6.184850637471167,3.0551473215561864,4.928106515875509,1.7907313513340875,Iris-virginica
+1,5.1089477161730255,4.287211491691281,1.5100223911962432,0.26153086533150693,Iris-setosa
+2,6.1793690042403195,3.0645562622822324,4.899843225527801,0.2617960666640406,Iris-setosa
+3,5.1089477161730255,4.12731796449278,1.5100223901950867,0.2615308516263029,Iris-setosa
+4,5.108947716173049,3.178252919591415,1.5100224359317636,0.2615308868182676,Iris-setosa
+5,5.108947716173603,3.936861876999834,1.510022951797387,0.2615316997358058,Iris-setosa
+6,6.17940784810352,3.0544355451607452,4.900680631217276,1.668339577181373,Iris-versicolor
+7,6.179367009749579,3.0602886758220027,4.899625367119361,0.26164700321587403,Iris-setosa
+8,5.1089477161730255,3.8702126219350665,1.5100223879746386,0.26153082445878506,Iris-setosa
+9,5.108947716187146,3.079236733109685,1.5100233273452486,0.26153130885616743,Iris-setosa
+10,5.108947716397545,3.05581975563824,1.5100237646915822,0.2615318917294537,Iris-setosa
+11,5.108947716234161,3.382056847892603,1.5100260704564061,0.2615361727237327,Iris-setosa
+12,5.1089477161730255,4.546985887238957,1.510022390642746,0.26153094948816885,Iris-setosa
+13,5.108947716173075,3.4939500259702516,1.5100225182928975,0.2615309540402744,Iris-setosa
+14,6.186432022071957,3.0555401879625377,4.936520525782569,1.7760890923032298,Iris-virginica
+15,5.1089477161730255,4.217965822844331,1.510022388730168,0.2615308426005703,Iris-setosa
+16,6.179596966081878,3.054526270818876,4.903551882570185,1.6755347860799108,Iris-versicolor
+17,6.179405589520159,3.0540421560771236,4.900203510594296,1.666764109025747,Iris-versicolor
+18,5.108947716173071,3.3436832287306917,1.510022495534148,0.26153092565918284,Iris-setosa
+19,6.181162872796532,3.054704684232099,4.912959709673738,1.738325373012636,Iris-virginica
+20,5.108947760117366,3.099974330210006,1.5100700373936216,0.261596149518246,Iris-setosa
+21,5.10894771617507,3.9744088259151975,1.510023602000679,0.2615323868196369,Iris-setosa
+22,6.181536081872768,3.055012019460458,4.916033749422074,1.7382231019308725,Iris-virginica
+23,5.108947716173026,3.419630147839725,1.5100223921865792,0.26153082841422337,Iris-setosa
+24,6.182945130391127,3.0564834877460507,4.925242764622312,1.7220976283637424,Iris-virginica
+25,6.179385291404341,3.0558878854838523,4.900144446588453,1.6667752784081404,Iris-versicolor
+26,5.1089477161730255,4.376708147392448,1.510022390151836,0.2615308689727778,Iris-setosa
+27,5.1089477161730255,4.2305135505064575,1.5100223880641146,0.26153084395048576,Iris-setosa
+28,6.179378141638402,3.0540653485473777,4.899929049096796,1.6665380517130846,Iris-versicolor
+29,6.1794678686085,3.0540805009025402,4.901217853376665,1.6709327162752998,Iris-versicolor
+30,5.1089477161730255,4.049828621354727,1.5100223909026935,0.26153083754693734,Iris-setosa
+31,5.1089477161730255,4.512660100809848,1.5100223914912132,0.26153094063021215,Iris-setosa
+0,5.108947716173026,3.9475330402771553,1.5100223953424543,0.2615308493530389,Iris-setosa
+1,6.179767923668069,3.0542664025739383,4.904383542684375,1.6906178774863414,Iris-virginica
+2,6.18078119265263,3.05452604412321,4.911727119647134,1.7126407376487318,Iris-virginica
+3,5.1089477161730255,3.7706706850383593,1.5100223892075573,0.26153082610961353,Iris-setosa
+4,5.1089477161730255,4.130358816888802,1.5100223898124951,0.26153084144750627,Iris-setosa
+5,6.18251953462336,3.055208815245894,4.922010963556154,1.7391860148672285,Iris-virginica
+6,5.108947716173509,3.7548509989617016,1.5100228497724109,0.261531446032577,Iris-setosa
+7,5.108947716179237,3.1602476433938778,1.5100232446859627,0.26153177981219017,Iris-setosa
+8,5.108947716173026,4.225431793957675,1.5100224064619134,0.2615309061353074,Iris-setosa
+9,5.1089477161730255,4.496287017307682,1.510022389888685,0.26153089553762926,Iris-setosa
+10,5.108947716294251,3.0599837670321626,1.5100234516269408,0.2615335059654722,Iris-setosa
+11,5.108947716173026,3.218521803870347,1.5100223914469324,0.26153081758159974,Iris-setosa
+12,5.108947716320199,3.0546896929372642,1.5100230886187427,0.2615317829922126,Iris-setosa
+13,6.181595216032358,3.055415921005323,4.916977423558199,1.7265741235964638,Iris-virginica
+14,6.179516210989196,3.0541387584877198,4.901820774861813,1.6743943408425426,Iris-versicolor
+15,6.183334415706967,3.056236458696414,4.9259709943172645,1.7292002841926708,Iris-virginica
+16,5.1089477161730255,4.281098155357694,1.5100223899801533,0.2615308558365328,Iris-setosa
+17,5.108947716173027,3.399490077449585,1.5100223998443971,0.2615308398641465,Iris-setosa
+18,6.182412039106746,3.0546833502883537,4.918226940033472,1.7491148448952614,Iris-virginica
+19,5.108947716173068,3.0727865244004624,1.510022428497158,0.26153084042308994,Iris-setosa
+20,6.18609142247545,3.05608922202473,4.938164797307355,1.7491184533880972,Iris-virginica
+21,5.1089477161730565,3.0707679078627845,1.510022413617579,0.2615308410497613,Iris-setosa
+22,5.1089477161730255,4.327210863902484,1.5100223894590759,0.26153085951418575,Iris-setosa
+23,6.1793665321647255,3.0631233605339143,1.5100419932357951,0.26156469467853133,Iris-setosa
+24,5.108947735802734,3.064184149748382,1.5100463256628505,0.26155171473969674,Iris-setosa
+25,6.180980857610348,3.054604085841882,4.913564263888158,1.7122024232246473,Iris-virginica
+26,6.18440149659026,3.0561497462458442,4.929972583754366,1.736550477409891,Iris-virginica
+27,6.179372754966827,3.0540499250950637,4.899690459472393,1.6658877739181936,Iris-versicolor
+28,6.179618252227662,3.055121155463014,4.9042109892888135,1.6749525748473704,Iris-versicolor
+29,5.108947716173033,3.8208393402700134,1.5100224340115607,0.2615309340904103,Iris-setosa
+30,6.179368743388319,3.054018563482542,4.899591420835967,1.665552614525092,Iris-versicolor
+31,6.183064698599667,3.055112583489126,4.921799475967441,1.767810863896864,Iris-virginica
+0,6.18054017306921,3.0555690076929927,4.9126726322891825,1.7012420405927366,Iris-virginica
+1,5.108947718306282,3.0650441797764905,1.5100299501546997,0.2615389778827013,Iris-setosa
+2,5.108947716217284,3.0605333191840054,1.510023356757813,0.2615314409239037,Iris-setosa
+3,6.179698566910491,3.0541544727963337,4.9034336694533405,1.6812350701732979,Iris-virginica
+4,5.108947716173617,3.0581471288555298,1.5100224603219599,0.26153092665774824,Iris-setosa
+5,6.188947777532308,3.055805875786071,4.944339172441472,1.76430034196784,Iris-virginica
+6,5.108947716173026,4.368070263726929,1.5100223973825113,0.26153090913740723,Iris-setosa
+7,5.1089477161730255,3.637828617022956,1.5100223880511763,0.261530825519874,Iris-setosa
+8,5.108947716173031,3.199332366913791,1.5100224055191016,0.2615308593875149,Iris-setosa
+9,5.108947716731878,3.0540967299552078,4.899493046658782,1.6654290005004333,Iris-setosa
+10,6.183047711496321,3.0551500092028494,4.92334071924616,1.7470899192382876,Iris-virginica
+11,5.1089477161736445,3.427286500649771,1.5100227918497775,0.2615313730977521,Iris-setosa
+12,5.1089477161730255,4.503043184871533,1.5100223908456007,0.26153091536748824,Iris-setosa
+13,5.108947716173026,3.28441120645629,1.5100223929798657,0.2615308193027234,Iris-setosa
+14,5.108947716173026,3.3851432929828698,1.510022396359407,0.26153082956925294,Iris-setosa
+15,6.179367182088034,3.054039340300999,4.8995270261424855,1.6655109634618692,Iris-versicolor
+16,6.181244389524071,3.0562615847867445,4.916103328116491,1.7054217193451304,Iris-virginica
+17,5.1089477174026845,3.1716348051602212,1.5100333895109115,0.261547362087351,Iris-setosa
+18,5.1089477161730255,4.55238416527185,1.5100223907335772,0.2615309256289992,Iris-setosa
+19,5.1089477161730255,4.139748645147762,1.5100223915415998,0.26153085253919717,Iris-setosa
+20,5.108947716173027,3.3718612138403943,1.5100223984964383,0.2615308375734064,Iris-setosa
+21,5.1089477161730255,4.388196888136053,1.5100223920702,0.26153089082256764,Iris-setosa
+22,6.182929256681886,3.0555042480965278,4.922994831559027,1.7559029549942515,Iris-virginica
+23,5.108947761958637,3.0562668196152907,4.899530746113017,1.6654913489284533,Iris-setosa
diff --git a/iris/lct_gan/4/2/test.csv b/iris/lct_gan/4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/train.csv b/iris/lct_gan/4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/2/val.csv b/iris/lct_gan/4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/synth.csv b/iris/lct_gan/4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..702f2f6e8b07b1f7593ef0269297f91ec8235c6e
--- /dev/null
+++ b/iris/lct_gan/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.562045179906519,1.5100223908803434,0.2615309628863582,Iris-setosa
+1,6.186189700246199,3.0560520646631333,4.938329803213994,1.7410038926441311,Iris-virginica
+2,6.186831497697703,3.056093726355924,4.937886782693922,1.7446051489183294,Iris-virginica
+3,5.1089477161730255,4.084689774200322,1.5100223916405853,0.2615308527018798,Iris-setosa
+4,5.108947716185793,3.0624199636273146,1.5100229491682684,0.2615312572439279,Iris-setosa
+5,5.108947716173044,3.494739784165471,1.5100224562739153,0.2615309170278025,Iris-setosa
+6,6.181235251779442,3.0548305575288426,4.916109540890759,1.7184414616605872,Iris-virginica
+7,5.1089477161730255,3.640231532319735,1.5100223871047023,0.26153081967681374,Iris-setosa
+8,5.1089477161730255,3.209677014376285,1.5100223862060742,0.26153081297131403,Iris-setosa
+9,5.108947716173027,3.942799951925715,1.5100224060946528,0.2615308958042738,Iris-setosa
+10,6.17940812747058,3.0541689847651683,4.900471071734291,1.6695033301910978,Iris-versicolor
+11,5.1089477161730255,4.232095333652316,1.5100223898727738,0.26153085096471357,Iris-setosa
+12,5.108947716173026,3.1193785841003137,1.510022389592193,0.26153081857178534,Iris-setosa
+13,6.179367466785846,3.054863467792921,4.899575604772669,1.665691260477898,Iris-setosa
+14,5.108947716173026,3.088914003020971,1.5100223876139847,0.2615308135161958,Iris-setosa
+15,6.187144924064027,3.056007494463943,4.945041500464535,1.7513689065846556,Iris-virginica
+16,5.1089477161730565,3.061347587879638,1.5100224072176691,0.26153083553637263,Iris-setosa
+17,5.108947719379205,3.1642138986901425,1.5100434803143707,0.26154844791031434,Iris-setosa
+18,6.181996016123007,3.055625111801409,4.920251519640732,1.7265021168723358,Iris-virginica
+19,5.1089477161730255,4.105493952411373,1.5100223930156829,0.2615308582532316,Iris-setosa
+20,5.108947716173992,3.0685060803818787,1.5100225603865434,0.2615310033617397,Iris-setosa
+21,6.179892710911471,3.054285800422997,4.905468383511832,1.6897200723969876,Iris-virginica
+22,5.1089477161730255,4.37905650600764,1.5100223891836544,0.2615308642630088,Iris-setosa
+23,6.180849378629597,3.0555449322711676,4.914552556186748,1.7133247786893864,Iris-virginica
+24,6.179523543248422,3.054615624480223,4.902328789341239,1.6785054720973265,Iris-versicolor
+25,5.1089477161730255,4.467320871034987,1.5100223899037322,0.26153088529542595,Iris-setosa
+26,6.179367713714786,3.05431647062097,4.8995739666693625,1.665603113441051,Iris-versicolor
+27,5.108947716173041,3.135360137120832,1.5100224183233222,0.2615308774514797,Iris-setosa
+28,6.1793668219306666,3.071383071153667,1.5100905905033266,0.2616710814478669,Iris-setosa
+29,5.1089477161730255,4.50896704105887,1.5100223900228509,0.26153089881168345,Iris-setosa
+30,5.108947716173026,4.189413256401462,1.510022402847647,0.2615308954892774,Iris-setosa
+31,5.108947716173027,3.747992878921116,1.5100224126634725,0.2615308607966467,Iris-setosa
+0,6.179366641982268,3.0542305117096102,4.899513988833446,1.6654958241396285,Iris-versicolor
+1,5.108947716173028,4.09507852035917,1.5100224165449687,0.2615309491324718,Iris-setosa
+2,6.179367863903142,3.054018479968382,4.899564435557275,1.6655658192668987,Iris-versicolor
+3,6.17944455486059,3.05437604252911,4.901291812983688,1.6711780750278853,Iris-versicolor
+4,5.1089477161730255,3.7915687790478376,1.5100223936391381,0.2615308376816583,Iris-setosa
+5,6.1794800528380955,3.055031958516491,4.902134814459461,1.6712153239072551,Iris-versicolor
+6,5.108947716174189,3.054542447612306,1.510022447598538,0.26153085852428004,Iris-setosa
+7,6.188795841416398,3.055917001739885,4.947983541428311,1.7497995188903557,Iris-virginica
+8,6.186474063331359,3.0554935465115576,4.934340104657892,1.8106910279850807,Iris-virginica
+9,5.108947716173026,4.051830578527997,1.510022404108104,0.26153089858692447,Iris-setosa
+10,6.17936687297859,3.0586139307502926,4.899586667667683,1.66561955754998,Iris-setosa
+11,5.108947716330291,3.6572806241087683,1.5100309192083845,0.26153919188911223,Iris-setosa
+12,6.179449280434672,3.055588006661317,4.901421932615085,1.669292959300219,Iris-versicolor
+13,6.179466402812438,3.0541521436945747,4.901377143656045,1.6725020542141606,Iris-versicolor
+14,6.181257238349989,3.05459432052108,4.913020388185992,1.731375963936417,Iris-virginica
+15,5.108947716175402,3.0545319245262754,1.5100224814439178,0.2615308795591014,Iris-setosa
+16,6.182827688925679,3.054751986400829,4.920714726205435,1.7448869702512129,Iris-virginica
+17,5.1089477161730255,4.072670818757095,1.5100223888866864,0.2615308343773123,Iris-setosa
+18,5.108947716173033,3.6542225649784212,1.5100224300644347,0.2615309180193262,Iris-setosa
+19,6.179385378395064,3.054591303094104,4.90006013380701,1.6665440609058613,Iris-versicolor
+20,6.179366522382498,3.054039917913355,4.899498810245097,1.6654409295252928,Iris-versicolor
+21,5.108947722709953,3.0592281353388646,1.5100333480715447,0.2615419585957523,Iris-setosa
+22,5.1089477161730255,4.323985064871052,1.5100223886119362,0.26153085208086285,Iris-setosa
+23,5.1089477167029775,3.1711551674409098,1.5100301493714063,0.26153898680054666,Iris-setosa
+24,6.189045653031047,3.055660726264053,4.947632818282996,1.7751392821763028,Iris-virginica
+25,6.179650629895533,3.0547196104764462,4.904008224832266,1.6838094492235767,Iris-versicolor
+26,6.184164834808356,3.055759935552177,4.929247974790467,1.7570887266210602,Iris-virginica
+27,6.179481064062865,3.0557476406578994,4.901957706228008,1.6710266529131672,Iris-versicolor
+28,6.184249167265662,3.0554556809901308,4.925932776531714,1.7579991826425754,Iris-virginica
+29,5.108947716173026,3.1752744416073213,1.5100223920646239,0.2615308171500863,Iris-setosa
+30,5.1089477161735966,3.4397770442547095,1.5100227574806657,0.26153140516660905,Iris-setosa
+31,6.179366769742871,3.0541287061750344,4.899516288993327,1.665503087503385,Iris-versicolor
+0,6.190362760608565,3.055488956150717,4.945400972146541,1.7937769584393073,Iris-virginica
+1,6.179373040805937,3.0540362979141054,4.899752343893474,1.6660116189787821,Iris-versicolor
+2,6.185536238997974,3.055336869821818,4.932356206684258,1.7782048436596272,Iris-virginica
+3,6.180572665771537,3.054656096096233,4.910301580299879,1.715241619219178,Iris-virginica
+4,5.1089477161730255,4.525763801755915,1.5100223925813288,0.26153096126666475,Iris-setosa
+5,5.1089477161730255,3.54580385930522,1.5100223888614528,0.26153082134119504,Iris-setosa
+6,6.179505740195654,3.0552823814608505,4.9024597303204684,1.6715858734623181,Iris-versicolor
+7,5.1089477161730255,3.8358265089014827,1.5100223945358673,0.2615308368955688,Iris-setosa
+8,5.108947716175592,3.054827249613457,1.5100225019135534,0.2615308948776807,Iris-setosa
+9,5.108947717056049,3.0540690083730713,4.899493400515837,1.665429061030947,Iris-setosa
+10,5.1089477161730255,4.343557673648645,1.5100223893369447,0.2615308589011021,Iris-setosa
+11,5.108947716173026,4.417951968329269,1.5100224037327619,0.26153097208127957,Iris-setosa
+12,6.182909637729608,3.055156570397249,4.922159096168207,1.7616689219770116,Iris-virginica
+13,5.1089477161730255,4.52688728816957,1.5100223906517276,0.26153092203491807,Iris-setosa
+14,6.179552869322316,3.0542268090640436,4.902284330641023,1.6795218044307894,Iris-versicolor
+15,5.1089477161730255,4.566613104215307,1.5100223906564512,0.2615309526102397,Iris-setosa
+16,5.108947716173119,3.497672450507353,1.5100225615830771,0.2615310231424435,Iris-setosa
+17,6.179491984787106,3.054084416660144,4.9016059565444685,1.672901228236523,Iris-versicolor
+18,6.187469015867423,3.0554586995742308,4.936525500379379,1.7999153244928412,Iris-virginica
+19,5.1089477161730255,4.1450683079813135,1.5100223904496948,0.26153085368108053,Iris-setosa
+20,6.179632847899734,3.054310625384409,4.903238360247747,1.685584535691449,Iris-versicolor
+21,6.185045791335241,3.0554755899609423,4.931209185350868,1.7788930282680047,Iris-virginica
+22,5.1089477161730255,4.5858704279208355,1.5100223911532766,0.26153096197696485,Iris-setosa
+23,5.108947716205925,3.6188596349102937,1.5100260024020804,0.26153509721364604,Iris-setosa
+24,6.18991656774705,3.055754190582918,4.948867459431854,1.7679005998706028,Iris-virginica
+25,5.108947716203482,3.351238582131623,1.5100252078141467,0.2615335226249028,Iris-setosa
+26,5.108947716173068,3.1603267930838435,1.51002244991312,0.2615309104570992,Iris-setosa
+27,6.180016389641018,3.055022761595075,4.907154271556759,1.6944616923422606,Iris-versicolor
+28,5.1089477161730255,3.8951430162510032,1.5100223890602371,0.2615308296989974,Iris-setosa
+29,5.108947716186426,3.054124539774331,4.899491640178565,1.6654276270160724,Iris-setosa
+30,5.108947716173104,3.0585599628938436,1.5100224136658362,0.2615308450753033,Iris-setosa
+31,6.17944813420237,3.0551961271307277,4.9015084359993955,1.6701442985190085,Iris-versicolor
+0,5.1089477161730255,4.055673450205374,1.51002238942883,0.26153083746251105,Iris-setosa
+1,6.184381656283802,3.056363071395333,4.930558066596539,1.734684632126956,Iris-virginica
+2,6.1795538295767996,3.056183529031656,4.903243900779204,1.673813778880462,Iris-versicolor
+3,5.1089477161730255,4.300021544776111,1.5100223895071783,0.26153085813992627,Iris-setosa
+4,6.184152057268943,3.055157897668678,4.928391212269825,1.7512767692992284,Iris-virginica
+5,5.108947716266045,3.063926344957226,1.5100237229322462,0.2615328459349849,Iris-setosa
+6,5.108947716173026,4.183555342189981,1.5100223988163404,0.2615308773350239,Iris-setosa
+7,5.108947728973832,3.1033909262953117,1.5100511172676634,0.2615646899618232,Iris-setosa
+8,5.1089477612260215,3.075561340527727,1.5100631398307192,0.2615834901945103,Iris-setosa
+9,6.183147383972708,3.0547168537042073,4.921561295649018,1.748389074538721,Iris-virginica
+10,6.180407119075024,3.05505448781954,4.911065013631214,1.7020163624699727,Iris-virginica
+11,6.186954489052799,3.055818807601594,4.936520594570205,1.7737917874275377,Iris-virginica
+12,6.182992947774608,3.055261416991799,4.924314613041727,1.7517867674449177,Iris-virginica
+13,5.1089477161730255,3.6931351825172074,1.5100223879522103,0.26153081897746927,Iris-setosa
+14,5.108947735567641,3.0542651400511387,4.899505414604773,1.6654448202932632,Iris-setosa
+15,5.1089477161730255,4.04343729837917,1.5100223879764674,0.2615308315587282,Iris-setosa
+16,6.180937964573083,3.0546411351381684,4.9118985509443736,1.7344454536524485,Iris-virginica
+17,5.108947716173034,3.2500706732376585,1.510022416748447,0.2615308734808442,Iris-setosa
+18,6.183158007927658,3.0550251712301426,4.922224733643718,1.7676301064645963,Iris-virginica
+19,5.108947716177608,3.0543304527779847,1.510022500632226,0.2615308941231079,Iris-setosa
+20,5.108947716173055,3.1636815589073146,1.51002244443576,0.2615308747765283,Iris-setosa
+21,6.184558081492574,3.0550853957058552,4.928140437560483,1.794546565784764,Iris-virginica
+22,5.108947716173513,3.227813813905355,1.5100227220622768,0.2615310680513496,Iris-setosa
+23,5.1089477161730255,4.5051440550085875,1.510022391210447,0.2615309154900799,Iris-setosa
diff --git a/iris/lct_gan/4/20/test.csv b/iris/lct_gan/4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/train.csv b/iris/lct_gan/4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/20/val.csv b/iris/lct_gan/4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/synth.csv b/iris/lct_gan/4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..016cad5dcc4ec2eeaa3111b1f31a361076a0a462
--- /dev/null
+++ b/iris/lct_gan/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.4454284003785363,1.5100223880663384,0.2615308152591407,Iris-setosa
+1,5.1089477161730255,4.241904408629651,1.5100223914405577,0.26153085892865363,Iris-setosa
+2,5.1089477161730255,4.361375710696768,1.510022390376647,0.2615308706147813,Iris-setosa
+3,5.1089477161730255,4.068581076807606,1.510022388787146,0.2615308340830792,Iris-setosa
+4,5.108947716173029,3.071198502847464,1.5100223915895634,0.2615308198988751,Iris-setosa
+5,5.108947719341357,3.054040938197925,4.899494419730222,1.6654321736274011,Iris-versicolor
+6,5.108947716173026,4.331496165024124,1.5100224014677843,0.26153092517655296,Iris-setosa
+7,6.18279646857416,3.0552879777145328,4.9233840945411,1.7415243965284561,Iris-virginica
+8,6.179539909045875,3.054209251130036,4.902210854306232,1.6745936301367517,Iris-versicolor
+9,6.187123929229931,3.0558252241051953,4.9406703713367985,1.7673426211682746,Iris-virginica
+10,6.179497190020012,3.054153482713326,4.901834556230302,1.6746125192590597,Iris-versicolor
+11,6.180171201008312,3.055283340465019,4.909917590515493,1.6931859074163143,Iris-versicolor
+12,6.184620359404426,3.055327579324295,4.92919157518188,1.7524382276451942,Iris-virginica
+13,5.1089477161730334,3.9215021362047753,1.5100224429867464,0.26153095674622406,Iris-setosa
+14,5.1089477161730255,4.495965859278393,1.510022391569144,0.26153092191686134,Iris-setosa
+15,5.108947716176918,3.0544984875695818,1.5100225011783193,0.26153092080857987,Iris-setosa
+16,6.189243210418084,3.05585049367889,4.948041729515449,1.7547400219296947,Iris-virginica
+17,5.108947716193082,3.0670908675363857,1.5100231703612803,0.26153135188742377,Iris-setosa
+18,5.1089477161730255,4.04812123935173,1.5100223891562135,0.2615308324814031,Iris-setosa
+19,6.179612929814296,3.054185816754855,4.9027445779694165,1.6789542628961809,Iris-versicolor
+20,6.181845564474472,3.0558571738055034,4.920804089162149,1.7193762211749901,Iris-virginica
+21,5.108947716173045,3.0697336202068026,1.5100224031991105,0.2615308466536381,Iris-setosa
+22,6.179386599454229,3.054258043536004,4.900109648056532,1.667839674495862,Iris-versicolor
+23,5.108947716176641,3.069456763722719,1.510022631528237,0.26153135998660887,Iris-setosa
+24,6.18319435498146,3.0553774299326513,4.924306519550939,1.7601958281864687,Iris-virginica
+25,6.182643847828938,3.0547945590519916,4.918501463674349,1.7496594075735927,Iris-virginica
+26,5.1089477161730255,3.8798007397761127,1.5100223878639134,0.26153082364303604,Iris-setosa
+27,5.1089477161730334,3.1393860686173176,1.5100224075405673,0.26153084845108604,Iris-setosa
+28,5.108947716173026,3.3373521293252715,1.510022399624434,0.2615308248721929,Iris-setosa
+29,6.1793665202561625,3.054070428868439,4.899499066120876,1.6654409433644801,Iris-versicolor
+30,5.108947716174766,3.78214675255848,1.5100233644127694,0.26153204870848973,Iris-setosa
+31,6.184285291919514,3.055026887395823,4.929441574466955,1.7576515993010138,Iris-virginica
+0,6.1807411319031225,3.054799836694122,4.912226055917305,1.713532746637251,Iris-virginica
+1,6.185039963619952,3.056051688547554,4.9346733745037765,1.7536022895872567,Iris-virginica
+2,6.184618681295717,3.055737041201691,4.928995858722211,1.7670562516988513,Iris-virginica
+3,5.108947716173066,3.9619652659680566,1.5100225107239846,0.2615311968818411,Iris-setosa
+4,5.108947716173177,3.0545885294177944,1.5100224128083102,0.2615308188657058,Iris-setosa
+5,5.1089477161730255,4.318956783143316,1.5100223958389554,0.261530886220948,Iris-setosa
+6,5.1089477161730255,4.226786283355503,1.5100223897015799,0.2615308497630213,Iris-setosa
+7,6.185934505716159,3.0556020780929574,4.935665792497207,1.7778459911189202,Iris-virginica
+8,5.1089477161730255,4.441516539470277,1.5100223908331676,0.2615308902414166,Iris-setosa
+9,5.108947716173355,3.637594574525834,1.5100227646633448,0.2615312450922333,Iris-setosa
+10,5.1089477161730255,4.400337733200278,1.5100223890944742,0.2615308625211681,Iris-setosa
+11,5.1089477161730255,3.6474782463633564,1.5100223905014278,0.2615308200779634,Iris-setosa
+12,5.1089477161730255,4.275349251475051,1.510022389326895,0.2615308538609031,Iris-setosa
+13,5.1089477161730255,4.472036546583428,1.5100223894827833,0.2615308847817807,Iris-setosa
+14,6.179966493576193,3.055614183118295,4.908289179231008,1.6825221879200987,Iris-versicolor
+15,5.108947718449316,3.054062075012407,4.899494228343425,1.6654307637464463,Iris-versicolor
+16,5.108947717121139,3.271900262052571,1.5100358992851792,0.2615449879919693,Iris-setosa
+17,5.1089477161730805,4.120619290089129,1.5100225773875096,0.2615312411780966,Iris-setosa
+18,5.1089477161730255,4.528012732235635,1.510022390379313,0.26153091028613856,Iris-setosa
+19,5.1089477161730255,4.328512805788302,1.5100223885525246,0.2615308559457703,Iris-setosa
+20,5.108947765637832,3.079256565609699,1.510067012745545,0.2615884814109616,Iris-setosa
+21,5.1089477161730255,4.2897010073485395,1.5100223888139597,0.26153084798663867,Iris-setosa
+22,6.183197364003973,3.055281452340665,4.92435576837203,1.7524656730717174,Iris-virginica
+23,5.108947716204418,3.4411498480059883,1.510025803421425,0.2615338408087239,Iris-setosa
+24,5.1089477161730255,4.404180192740306,1.5100223893973639,0.26153086932383723,Iris-setosa
+25,5.108947716173276,3.0551830455934335,1.5100224201775923,0.26153084105125685,Iris-setosa
+26,6.179839994236628,3.0542763515001186,4.904840817097099,1.6900527323694434,Iris-virginica
+27,5.1089477161730255,3.5805379192957845,1.5100223868186509,0.2615308180800678,Iris-setosa
+28,6.179367224672901,3.0543774977885043,4.899567263734328,1.6655546784072186,Iris-versicolor
+29,5.108947718277732,3.5560406813337555,1.5100458886802959,0.26156311353995926,Iris-setosa
+30,6.179383631894775,3.054078814859814,4.900031823639598,1.6669661426179094,Iris-versicolor
+31,6.182892262297824,3.056395620988921,4.925082601990631,1.7185170181498197,Iris-virginica
+0,5.108947716502192,3.059001723419869,1.5100242249310694,0.26153493135587,Iris-setosa
+1,5.1089477254398385,3.308163531918399,1.5100591812205506,0.26158763349443886,Iris-setosa
+2,5.108947717118221,3.220299262101985,1.5100342953821249,0.26154581686080863,Iris-setosa
+3,6.179366717398909,3.1181562362400417,1.5101086094998974,0.26166270417753656,Iris-setosa
+4,5.1089477161730255,3.551206876917628,1.5100223887254967,0.26153081985536936,Iris-setosa
+5,5.108947716173112,3.5616049476839997,1.5100225213083875,0.2615311887950986,Iris-setosa
+6,6.179369869129087,3.0549087180791092,4.899697698418476,1.665761489260738,Iris-versicolor
+7,6.179366829384081,3.054132262155146,4.899520813203331,1.6655072486907017,Iris-versicolor
+8,6.187754969216798,3.0555423796558334,4.9410517987817215,1.7983373494991346,Iris-virginica
+9,5.1089477161730255,3.966741216603804,1.5100223886631146,0.26153082671946404,Iris-setosa
+10,5.108947716256528,3.0554876039256595,1.5100231644795576,0.2615315294387509,Iris-setosa
+11,6.184312375910846,3.0563785470722964,4.929480520776111,1.7353864154678287,Iris-virginica
+12,6.1793796970300745,3.054122883816826,4.899901441364497,1.6668022414719939,Iris-versicolor
+13,5.1089477161730255,4.443844909424037,1.5100223896902845,0.2615308742714459,Iris-setosa
+14,5.1089477161730255,4.295497822198016,1.5100223892162263,0.2615308545458508,Iris-setosa
+15,6.179570806810712,3.054622267277013,4.903158395792722,1.6775602541527381,Iris-versicolor
+16,5.1089477161730255,4.361077838427703,1.510022389411214,0.26153086105029033,Iris-setosa
+17,5.108947716173029,3.303665233063026,1.5100224086080232,0.2615308372610763,Iris-setosa
+18,5.1089477161730255,4.362165571926324,1.5100223935933805,0.26153088686358855,Iris-setosa
+19,6.17936662936295,3.0540732410316958,4.899510380873357,1.6654568333865662,Iris-versicolor
+20,5.1089477161730255,4.541106850988335,1.510022390700302,0.2615309241832061,Iris-setosa
+21,5.108947716173056,3.159176086286209,1.5100224434148828,0.26153087286451887,Iris-setosa
+22,5.108947716173027,3.0776390601371246,1.5100223921268672,0.26153081359373853,Iris-setosa
+23,6.179366533536721,3.0606335092101036,1.5100406698230335,0.2615713386446768,Iris-setosa
+24,5.1089477161730255,4.401691089220396,1.5100223892973548,0.26153086953393173,Iris-setosa
+25,5.1089477161730255,4.383805152544008,1.5100223903440118,0.26153087398474734,Iris-setosa
+26,5.1089477161730255,4.509749689884818,1.5100223902947043,0.26153090851279254,Iris-setosa
+27,6.182415531273977,3.0548432039875486,4.919800024171159,1.754895004413135,Iris-virginica
+28,5.108947716173159,3.0577790258063198,1.5100224307772452,0.2615308336944099,Iris-setosa
+29,5.108947716173029,3.6232076839433343,1.5100224177010126,0.26153086394048075,Iris-setosa
+30,6.183622263987572,3.0559916629965334,4.925906921760486,1.7501239569804008,Iris-virginica
+31,5.1089477161730255,3.742341600073042,1.510022394708235,0.26153083207715905,Iris-setosa
+0,6.183456142380218,3.056028115015646,4.926158778311749,1.750568388876517,Iris-virginica
+1,5.1089477161730255,3.1434829006171414,1.5100223864435327,0.26153081258092237,Iris-setosa
+2,5.1089477161730255,4.438600873794045,1.5100223902338863,0.26153088426188564,Iris-setosa
+3,6.180326971170371,3.0543229433708547,4.908194500866011,1.7065388904562384,Iris-virginica
+4,5.10894771617305,3.106713303918825,1.5100224335700745,0.2615308403590281,Iris-setosa
+5,6.179488030139964,3.0541802929723456,4.9019237175141726,1.673637402373832,Iris-versicolor
+6,6.1794778941990876,3.054472894051503,4.901865002380853,1.673081652062649,Iris-versicolor
+7,6.180378460070258,3.0550926413138897,4.910091810057048,1.7019683558121195,Iris-virginica
+8,6.185217284005949,3.056093212794149,4.932516503764501,1.7518104934484455,Iris-virginica
+9,5.108947716173029,3.827682005160008,1.510022417892032,0.2615308934901013,Iris-setosa
+10,5.1089477161730255,4.2432033625196866,1.5100223887180702,0.2615308400785509,Iris-setosa
+11,6.179550089845832,3.054621507549705,4.9031244838787185,1.6746037533294698,Iris-versicolor
+12,5.1089477161730255,3.948450251947585,1.5100223879080354,0.26153082849361625,Iris-setosa
+13,6.187893488829177,3.0561020200163576,4.943340463506004,1.7397449723650817,Iris-virginica
+14,5.1089477161730255,4.400784284018031,1.5100223924998877,0.26153088735282715,Iris-setosa
+15,6.179490791555167,3.0557692356085497,4.902070764180497,1.674552280104132,Iris-versicolor
+16,5.108947716173617,3.8355038053571344,1.5100229633903957,0.26153161298361677,Iris-setosa
+17,5.1089477161730255,4.463931556510299,1.5100223910260329,0.26153090048524363,Iris-setosa
+18,6.180008786037732,3.0542199435209025,4.9061818051046515,1.6889911405309013,Iris-virginica
+19,6.179367201565884,3.091059596500049,1.510149397749705,0.2617658909798172,Iris-setosa
+20,6.181040900019261,3.0547126527407156,4.9136146445785425,1.7198021081585577,Iris-virginica
+21,6.1872387350119675,3.055590550623377,4.938634720046759,1.7831585800144651,Iris-virginica
+22,5.1089477161730255,3.901606257193979,1.5100223928390821,0.2615308436067813,Iris-setosa
+23,5.108947716173026,3.1389140811975493,1.5100223911160422,0.26153082212882284,Iris-setosa
diff --git a/iris/lct_gan/4/21/test.csv b/iris/lct_gan/4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/train.csv b/iris/lct_gan/4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/21/val.csv b/iris/lct_gan/4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/synth.csv b/iris/lct_gan/4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc9e415706b43b3fd11cb6bf3c51e672590ea18
--- /dev/null
+++ b/iris/lct_gan/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.3001250942850735,1.510022392238968,0.2615308694169803,Iris-setosa
+1,6.185482360344399,3.055996638025608,4.931416264277417,1.759640583586307,Iris-virginica
+2,5.108947716173088,3.0779686476631314,1.5100224336858556,0.26153086503175044,Iris-setosa
+3,6.185826986844065,3.055659407243421,4.937357192933193,1.7661153681871131,Iris-virginica
+4,5.1089477161730255,3.56234210685004,1.5100223889276343,0.26153082282847917,Iris-setosa
+5,6.1820704749637505,3.055758298272161,4.920085819604305,1.719338899701619,Iris-virginica
+6,6.180318118920347,3.0550066543296985,4.910193389072679,1.706176674121577,Iris-virginica
+7,6.180271577112125,3.0542550060605986,4.907062497124374,1.6940658706945715,Iris-virginica
+8,5.1089477161730255,3.4855200913559385,1.5100223858898563,0.26153081407131645,Iris-setosa
+9,5.108947716173027,3.0777622843747716,1.5100223906079915,0.26153081629384467,Iris-setosa
+10,6.179397215079803,3.0540441451070848,4.900238752044338,1.66747851036639,Iris-versicolor
+11,6.1796838036105575,3.0548771830316372,4.905274803377286,1.6771633917191409,Iris-versicolor
+12,6.179806042731812,3.0555383546757944,4.905864746472351,1.683692731119863,Iris-versicolor
+13,6.17954976901299,3.054210072813783,4.902265082805039,1.6749633962475632,Iris-versicolor
+14,5.108947716173026,4.432347925933449,1.5100224051011861,0.2615309864972908,Iris-setosa
+15,5.1089477161730255,3.7294485528295356,1.5100223865483822,0.26153081801553735,Iris-setosa
+16,6.1828378882989075,3.0564175131694857,4.924353440535874,1.719947779033903,Iris-virginica
+17,6.180458385923551,3.0547447342022194,4.91039025459855,1.7148252167642482,Iris-virginica
+18,5.1089477161730255,4.087443779001368,1.5100223910706323,0.26153084495811535,Iris-setosa
+19,5.108947716180891,3.7684426705291068,1.510024579785253,0.2615329727592301,Iris-setosa
+20,6.184701990643537,3.05626112052851,4.931644482895377,1.7385729626033557,Iris-virginica
+21,6.179394236626933,3.054036976340882,4.900218922347024,1.6673259614133236,Iris-versicolor
+22,6.17959472602549,3.054125894552607,4.90238660456812,1.6753108327697959,Iris-versicolor
+23,5.1089477161730255,4.331474424778959,1.5100223923854863,0.2615308806325048,Iris-setosa
+24,6.179430920750212,3.0540861436235516,4.900747038059051,1.6689378690048116,Iris-versicolor
+25,5.1089477161730255,3.933187157360891,1.5100223884914163,0.2615308362713529,Iris-setosa
+26,6.184936601674811,3.055668394071384,4.929507857608236,1.7617182271702614,Iris-virginica
+27,5.1089477161730255,4.458597365835192,1.510022390686099,0.2615308916536192,Iris-setosa
+28,5.108947716173026,3.4428802581833673,1.5100223937424284,0.2615308357378131,Iris-setosa
+29,5.1089477161730255,3.863670302138231,1.5100223872276155,0.2615308214417472,Iris-setosa
+30,6.179369107256787,3.0669637634119753,1.5102036111316577,0.2618716586061002,Iris-setosa
+31,5.108947716173029,4.294022164419552,1.5100224276724263,0.261531022120326,Iris-setosa
+0,5.108947716179486,3.0547949620832786,1.51002255502187,0.2615309856228781,Iris-setosa
+1,5.1089477161730255,3.3659418138881443,1.5100223876114083,0.2615308155000867,Iris-setosa
+2,5.108947717557751,3.0555104527961454,4.899497664424308,1.6654330714050543,Iris-setosa
+3,6.186569649993002,3.0561884344320576,4.939243146692447,1.740669301181839,Iris-virginica
+4,6.179430192825024,3.0541019399370333,4.900780866138122,1.6691944386366424,Iris-versicolor
+5,6.186105103906821,3.0559170582880273,4.936544873479213,1.7511960643455342,Iris-virginica
+6,5.108947716173043,3.0691269266604264,1.510022405902619,0.26153083199287375,Iris-setosa
+7,5.108947716173059,4.162667294028387,1.5100225375187075,0.2615311600656481,Iris-setosa
+8,5.108947716173028,3.421295800936126,1.5100224081771627,0.2615308439814812,Iris-setosa
+9,6.17951340432275,3.05413193111709,4.901961956991279,1.67523022732698,Iris-versicolor
+10,5.108947716173026,3.2085256958122725,1.5100223914445499,0.26153083094928786,Iris-setosa
+11,6.18049862096769,3.0549443247940538,4.9104786717252615,1.7045270839219522,Iris-virginica
+12,6.184157409508478,3.055366101890861,4.927275498691218,1.7641933791928597,Iris-virginica
+13,5.1089477161730255,3.7205117150344096,1.5100223902704115,0.26153082497339597,Iris-setosa
+14,6.185726403503935,3.056019794187955,4.9363107485046385,1.7501813339740808,Iris-virginica
+15,6.182876439134025,3.0550420868723407,4.92210602806993,1.7696227449198496,Iris-virginica
+16,6.17941208776051,3.054120619853596,4.900580933211292,1.6690736695429496,Iris-versicolor
+17,6.186286665229785,3.05570009151868,4.940587191450601,1.760561976016489,Iris-virginica
+18,5.1089477161730255,3.8593462601057755,1.5100223874691523,0.26153082107231435,Iris-setosa
+19,6.179596312280929,3.0558687058029594,4.903423328248359,1.676318942405185,Iris-versicolor
+20,6.179442766864563,3.0540515391256933,4.900834801605505,1.6694634010433151,Iris-versicolor
+21,6.17943411130603,3.054254605419024,4.901111861106513,1.6708622246450784,Iris-versicolor
+22,6.179444826918169,3.054131734494068,4.901034764333798,1.670789422649586,Iris-versicolor
+23,5.108947716173056,3.977231142481857,1.5100225146798156,0.26153107074971066,Iris-setosa
+24,5.108947716173026,4.125540828243446,1.510022401687182,0.2615308825976802,Iris-setosa
+25,5.108947716173086,3.055873449004775,1.5100224053180769,0.26153082554591295,Iris-setosa
+26,6.182515332031212,3.055059762292157,4.9205106223441675,1.7527525254135996,Iris-virginica
+27,5.1089477161730255,3.6186519176863454,1.5100223878037078,0.2615308209733161,Iris-setosa
+28,5.108947718213296,3.0540306215610364,4.899493774513687,1.6654293207566655,Iris-versicolor
+29,6.179845395845117,3.054192980295134,4.9047537725964085,1.6839741005754791,Iris-virginica
+30,6.179896423822852,3.0543915778734188,4.905842632028863,1.689465531726714,Iris-virginica
+31,5.1089477161730255,4.440329171767511,1.5100223963369412,0.26153093238679753,Iris-setosa
+0,5.108947716173027,3.6557303179529472,1.5100224023494033,0.26153086293822925,Iris-setosa
+1,6.17936660468909,3.054006925304818,4.89950218521867,1.6654400323119924,Iris-versicolor
+2,5.108947716173029,4.28324281508809,1.510022427259534,0.26153100701478654,Iris-setosa
+3,5.108947716173082,3.9151622273635183,1.5100225474862643,0.2615311556251387,Iris-setosa
+4,6.1849527807482465,3.055653139254157,4.931415663948953,1.7682679222552533,Iris-virginica
+5,5.1089477161730255,3.654614610631756,1.510022387780289,0.26153082052095245,Iris-setosa
+6,6.181511705374238,3.0547059758842354,4.914201440639232,1.744741097091459,Iris-virginica
+7,6.188735735564239,3.0558692489468586,4.946110773008307,1.7709565365312638,Iris-virginica
+8,5.1089477161783154,3.0547051553827673,1.5100225584865072,0.2615309023078531,Iris-setosa
+9,6.181790716219862,3.0557487349952552,4.917304896482346,1.7335920287835276,Iris-virginica
+10,5.1089477161730255,4.357379729994199,1.5100223890589008,0.26153085219172406,Iris-setosa
+11,6.17936711124301,3.0602204352949736,4.89963253012057,1.6656850908544172,Iris-setosa
+12,6.184134850554361,3.0557513859158116,4.928892245781234,1.7511214997024338,Iris-virginica
+13,6.17977032631956,3.0546156250839402,4.904898509600583,1.6905910666455837,Iris-versicolor
+14,5.108947716173816,3.4801517190394398,1.5100229425018759,0.26153130752922865,Iris-setosa
+15,5.108947716187152,3.7005972383257353,1.5100245835948773,0.26153502675399,Iris-setosa
+16,5.1089477161730255,4.261080850380418,1.5100223883930985,0.2615308396116907,Iris-setosa
+17,6.187596997626399,3.055728925637719,4.941386181736635,1.7661891106419723,Iris-virginica
+18,5.1089477161730255,4.34490927808503,1.5100223906019903,0.26153086789037283,Iris-setosa
+19,5.1089477161730255,3.4359405607062437,1.5100223882187795,0.26153081975762665,Iris-setosa
+20,5.108947716173051,3.90227984417392,1.5100224911512246,0.26153103109737624,Iris-setosa
+21,6.185402789267829,3.0561388783368897,4.934565421688272,1.7358007265629862,Iris-virginica
+22,6.179403466606104,3.0558326683360635,4.900508260538874,1.6674387292614306,Iris-versicolor
+23,5.108947716173026,3.2311988138671706,1.5100223884724389,0.2615308237563812,Iris-setosa
+24,6.185008491935575,3.055452897050635,4.930519970752708,1.7724429288903407,Iris-virginica
+25,5.1089477161730255,4.375294001113337,1.5100223892726556,0.26153086521013447,Iris-setosa
+26,6.184079908006358,3.0558039927933094,4.927376191284352,1.7651236329851956,Iris-virginica
+27,6.184583054078742,3.055757886939768,4.930222382929952,1.7566927842552564,Iris-virginica
+28,5.10894771640145,3.0566111068409083,1.510023929478839,0.26153235809825354,Iris-setosa
+29,5.108947716173097,3.7915057735505937,1.5100225568312489,0.26153115292664086,Iris-setosa
+30,5.1089477161730255,3.4843401678840396,1.5100223865346296,0.2615308191583138,Iris-setosa
+31,6.182147239373875,3.054886950666687,4.919839708384053,1.7400217887901803,Iris-virginica
+0,5.108947717421753,3.0542328800906953,4.899494564592502,1.6654305307010306,Iris-setosa
+1,5.108947716656492,3.085356378686519,1.510027574639083,0.26153613524894703,Iris-setosa
+2,5.1089477161730255,4.086430024156911,1.5100223909748787,0.26153084383588154,Iris-setosa
+3,5.108947716840878,3.221587101162888,1.5100315789807468,0.26154448252975,Iris-setosa
+4,5.108947716181861,3.0576572255354115,1.5100226916395438,0.2615312082303718,Iris-setosa
+5,6.185345565551692,3.0553244380850613,4.930440433484539,1.784841325281176,Iris-virginica
+6,5.108947716175802,4.0285056652554925,1.5100238028231332,0.2615328061178884,Iris-setosa
+7,5.108947716219687,3.0559476643159327,1.510022852739553,0.26153219403093786,Iris-setosa
+8,6.185443613253526,3.0564125981096155,4.937176972452023,1.7247794236975948,Iris-virginica
+9,5.108947716173032,3.8070104321410305,1.5100224295615197,0.26153093218052587,Iris-setosa
+10,6.184490171772597,3.05521218962044,4.9278041535654316,1.7870629823133866,Iris-virginica
+11,6.180272751422203,3.054307262480483,4.907585759204214,1.7034284479354376,Iris-virginica
+12,6.180863921425035,3.054607071724654,4.912598225171684,1.7149321044982384,Iris-virginica
+13,6.179366539123575,3.0549554783616832,4.899513437579684,1.6654693997637942,Iris-setosa
+14,6.1829743669211545,3.0562558202973085,4.924326070873286,1.721616321977545,Iris-virginica
+15,5.1089477161730255,3.8672172591989518,1.5100223874790548,0.26153082428118013,Iris-setosa
+16,5.108947748411076,3.0676328836924043,1.5100497091517737,0.2615709199952644,Iris-setosa
+17,5.108947716507913,3.3052439251787664,1.5100308679652965,0.2615410813923225,Iris-setosa
+18,5.108947716682374,3.061754670106569,1.5100256404287562,0.2615342340669982,Iris-setosa
+19,5.1089477161730255,4.298727845637276,1.5100223909022552,0.26153086019760663,Iris-setosa
+20,6.181485614688009,3.056231840061502,4.917360189235326,1.706012213634802,Iris-virginica
+21,5.1089477161730255,4.215717819673647,1.5100223891854494,0.261530847687657,Iris-setosa
+22,6.179366578394196,3.07589579642617,1.5100602038322244,0.2615922558917343,Iris-setosa
+23,6.180272878395842,3.0555911394485156,4.9109860438610475,1.6916774220109103,Iris-versicolor
diff --git a/iris/lct_gan/4/22/test.csv b/iris/lct_gan/4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/train.csv b/iris/lct_gan/4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/22/val.csv b/iris/lct_gan/4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/synth.csv b/iris/lct_gan/4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdffcbc02a2e826f798003e3ec0aa504eb0a91e4
--- /dev/null
+++ b/iris/lct_gan/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.362547211111594,1.510022396919769,0.26153090477944974,Iris-setosa
+1,6.1793908373669115,3.0541327109179823,4.900159271203527,1.6676325660528177,Iris-versicolor
+2,6.188690023659904,3.0554220028485672,4.941270180767648,1.7816854013949766,Iris-virginica
+3,6.180264322620985,3.05440500735284,4.908486289421996,1.7009384280088133,Iris-virginica
+4,6.186380699274854,3.0554255601493097,4.9332965743237605,1.7961464527476254,Iris-virginica
+5,5.1089477161730255,4.409396924270919,1.5100223898337428,0.2615308743170745,Iris-setosa
+6,6.179375329943965,3.054405311751892,4.899779926147966,1.666215197589485,Iris-versicolor
+7,6.183472236397875,3.055006750723151,4.922595583426159,1.792563147583357,Iris-virginica
+8,5.108947716174412,3.0553477249520995,1.51002248034468,0.2615308695131826,Iris-setosa
+9,5.1089477161730255,4.335766732235532,1.5100223891053586,0.2615308543226614,Iris-setosa
+10,6.185146594286606,3.0554601785798203,4.930286292897771,1.782425814532572,Iris-virginica
+11,5.108947716173026,4.325821961036006,1.5100224022652726,0.2615309243466237,Iris-setosa
+12,6.179372064290309,3.054068642929445,4.899711768885572,1.6658834640062106,Iris-versicolor
+13,5.108947717037492,3.1302065270010924,1.5100325637690364,0.2615378278248532,Iris-setosa
+14,6.188226581207328,3.0556192347187863,4.944173275422267,1.7801907806281854,Iris-virginica
+15,5.1089477161730255,3.7886689291423776,1.51002239024472,0.2615308306637672,Iris-setosa
+16,6.1794437692493265,3.0543805645944855,4.901083507897973,1.6709744472225114,Iris-versicolor
+17,5.1089477161732635,4.233807455234828,1.5100228436827932,0.26153171147415943,Iris-setosa
+18,5.108947750381833,3.0825849610824734,1.5100592087785136,0.26157811454446994,Iris-setosa
+19,5.108947716173026,3.7770331068823113,1.5100223995017121,0.26153084934132265,Iris-setosa
+20,6.179485691912126,3.0554438862752384,4.902039433366222,1.672450068752498,Iris-versicolor
+21,6.1794026821250325,3.0540919307020586,4.900424289008597,1.668384608096914,Iris-versicolor
+22,6.179545209040594,3.0542101054899558,4.902459049088362,1.6794796395508949,Iris-versicolor
+23,5.1089477165481245,3.054269222308811,4.89949320921778,1.6654293637315083,Iris-setosa
+24,5.108947716331119,3.054566071554569,1.5100230201338238,1.6654303573718598,Iris-setosa
+25,6.180583235085121,3.0547662630458783,4.910356304773179,1.7207774485354304,Iris-virginica
+26,5.108947716173026,3.5086709023570313,1.51002239316089,0.261530827543773,Iris-setosa
+27,6.1794865380472,3.054298446856548,4.902185054838701,1.6736361315709753,Iris-versicolor
+28,5.1089477161821994,3.398304693157811,1.5100239459555043,0.261532730263151,Iris-setosa
+29,5.108947716173027,4.489065031505007,1.5100224154129862,0.2615311013072457,Iris-setosa
+30,6.179496714010481,3.055178749242684,4.902236797602458,1.6728380331191095,Iris-versicolor
+31,5.108947716173825,3.2614569463328427,1.5100228077691722,0.26153122513259286,Iris-setosa
+0,5.1089477161730255,3.7317387485613343,1.510022391848124,0.26153082385576687,Iris-setosa
+1,6.18500939652471,3.0558714458723664,4.931814419624876,1.7573777323130977,Iris-virginica
+2,5.108947716173026,3.396259513080054,1.5100223941445037,0.2615308383120642,Iris-setosa
+3,6.184169533791613,3.05522757101696,4.9249206368102,1.7820228378895948,Iris-virginica
+4,6.179366910186621,3.054028534845292,4.899519006688178,1.665463574248115,Iris-versicolor
+5,6.179510550476926,3.0542042413495123,4.901737201791738,1.6746135306811023,Iris-versicolor
+6,5.1089477161730255,3.8702160220681963,1.5100223904213528,0.26153082634828495,Iris-setosa
+7,6.183052625210563,3.0558207666626744,4.924286478898359,1.7481495959002524,Iris-virginica
+8,6.179366817624258,3.055838429203199,4.899560907668768,1.6655784641580567,Iris-setosa
+9,5.1089477161730255,4.404142894310212,1.510022390135019,0.2615308785943601,Iris-setosa
+10,6.1906467074781455,3.055749545786944,4.9496173666124665,1.763803159518226,Iris-virginica
+11,5.1089477165650115,3.143834073836808,1.5100298857543646,0.2615360265035932,Iris-setosa
+12,5.108947720209869,3.0613171669915573,1.5100304636466095,0.261541150299432,Iris-setosa
+13,5.1089477161730255,3.9311746906852196,1.5100223883720492,0.26153082664642063,Iris-setosa
+14,5.108947716173065,4.340622019310982,1.510022556644671,0.2615313880933818,Iris-setosa
+15,6.185906306239189,3.055473653740481,4.932384737919891,1.7811600622607577,Iris-virginica
+16,5.1089477161730255,3.2171565345049817,1.510022387399951,0.26153081455325305,Iris-setosa
+17,6.18682105954083,3.055631968515192,4.939895084644993,1.7759204262583486,Iris-virginica
+18,5.1089477161730255,4.021891169905396,1.510022387879713,0.26153083105091685,Iris-setosa
+19,5.108947716173316,3.443815475104236,1.5100226579084952,0.2615312638827693,Iris-setosa
+20,6.187685783311532,3.055368362508493,4.93787268435513,1.813886142844104,Iris-virginica
+21,6.1836204286651055,3.055206067428788,4.92332733067071,1.7768379230823408,Iris-virginica
+22,6.18534146405043,3.055296406104437,4.930471825660512,1.7975003357685175,Iris-virginica
+23,5.108947716174814,3.0713107169002267,1.5100226380883566,0.2615310322802906,Iris-setosa
+24,6.18532762645107,3.056218118584379,4.934640872345485,1.747216895119104,Iris-virginica
+25,5.108947716173026,3.2159236385044307,1.5100223937299062,0.2615308220180115,Iris-setosa
+26,5.1089477161730255,4.470370481349678,1.5100223899120002,0.26153088486442955,Iris-setosa
+27,5.108947716204122,3.764801230981104,1.5100262606159531,0.2615354162455703,Iris-setosa
+28,5.1089477161730255,4.357474315515818,1.510022389322222,0.26153085555466254,Iris-setosa
+29,6.18564636183186,3.0560653830586597,4.936311195624276,1.745570991715957,Iris-virginica
+30,6.189669843238908,3.055570313129996,4.947717742873794,1.786709376116694,Iris-virginica
+31,6.1833816418830585,3.05595377976608,4.925548864915097,1.7495510418583597,Iris-virginica
+0,5.1089477161730255,4.099135703458081,1.5100223890574052,0.26153083486778433,Iris-setosa
+1,5.108947716175314,3.0789172542181116,1.5100227704625497,0.26153102795094435,Iris-setosa
+2,5.1089477161730255,4.276165386460613,1.5100223892805489,0.2615308541206199,Iris-setosa
+3,6.182921155118838,3.0561301298764514,4.927176722771778,1.7227058062259002,Iris-virginica
+4,5.108947716174585,3.8876244461084792,1.5100233259165394,0.26153215111285005,Iris-setosa
+5,5.10894771617307,3.0582378876174663,1.5100224074366573,0.2615308284099875,Iris-setosa
+6,5.1089477161730255,4.3898090664114084,1.5100223899307106,0.261530871447599,Iris-setosa
+7,6.17938626175702,3.0540355761140487,4.899950404189265,1.6662161551267949,Iris-versicolor
+8,5.108947716173026,3.8741209204166136,1.5100223987510903,0.2615308537012086,Iris-setosa
+9,6.182203756673872,3.0558682972879114,4.920895948797401,1.7279050375490341,Iris-virginica
+10,5.1089477161730255,4.3043990616296135,1.5100223891317253,0.2615308515654258,Iris-setosa
+11,6.1848010593633225,3.055633030855556,4.931500813662926,1.7629433137506605,Iris-virginica
+12,6.18053837583012,3.054572544958481,4.910050502299594,1.7177423341182394,Iris-virginica
+13,6.1828824854147815,3.0549368652690263,4.91995660202896,1.761193651496552,Iris-virginica
+14,6.1828789608287495,3.0553849286992723,4.923612186527275,1.746283287320769,Iris-virginica
+15,6.180519317235083,3.054427510494827,4.909187492610865,1.712757410075321,Iris-virginica
+16,6.186041782667306,3.056008156942533,4.941545031149799,1.7518463304152703,Iris-virginica
+17,6.179390116525167,3.0540397188251562,4.900051728084841,1.6668142583281793,Iris-versicolor
+18,5.108947731057695,3.0546622363490794,4.899506149248976,1.665447608200508,Iris-setosa
+19,5.108947716186458,4.096867299488616,1.5100254736864764,0.2615350789294743,Iris-setosa
+20,5.1089477161730255,4.318601829851401,1.510022388628567,0.26153084992402903,Iris-setosa
+21,5.1089477161730255,3.2172465865157607,1.5100223867535227,0.26153081362409053,Iris-setosa
+22,5.108947716173026,3.2882809700956956,1.510022394444928,0.26153082438408665,Iris-setosa
+23,6.185263298485765,3.056184975939635,4.932477404246518,1.7402364386488296,Iris-virginica
+24,6.188890444359142,3.055455602003847,4.94536967377189,1.8010004172119405,Iris-virginica
+25,5.108947716173026,3.381044123391519,1.5100223958373253,0.26153082524127114,Iris-setosa
+26,5.1089477161730255,3.663971004248269,1.5100223900533216,0.2615308255816555,Iris-setosa
+27,6.185338535900626,3.0557615005874132,4.932425722844459,1.7574621566897872,Iris-virginica
+28,5.1089477161730255,4.481936085708891,1.5100223927941279,0.2615309227711517,Iris-setosa
+29,5.108947716173026,3.2025550105186436,1.5100223898299747,0.2615308174898234,Iris-setosa
+30,5.108947718941907,3.4063742909360863,1.5100480233662015,0.2615625381949107,Iris-setosa
+31,5.108947716173795,3.2334170014765053,1.510022803128168,0.26153110411084485,Iris-setosa
+0,5.1089477161730255,4.165643646929275,1.5100223923926206,0.26153084811617233,Iris-setosa
+1,6.179371703406807,3.054057034178199,4.8997287260150895,1.6659351085717442,Iris-versicolor
+2,6.179367417973307,3.064071924426239,1.5101248721356249,0.2617070509764988,Iris-setosa
+3,5.1089477161730255,4.432956446729401,1.510022389551702,0.261530869994468,Iris-setosa
+4,5.1089477161789665,3.288662403212291,1.510023498873164,0.26153201236921797,Iris-setosa
+5,5.1089477161730255,3.1309619554430608,1.5100223862620328,0.261530815970425,Iris-setosa
+6,6.1824061977964755,3.0554148931774368,4.921490556944911,1.7504183917249507,Iris-virginica
+7,5.1089477161730255,4.3984745632793185,1.510022389553333,0.26153086917493606,Iris-setosa
+8,5.10894773690269,3.116189645603042,1.5100578353677334,0.2615769187524923,Iris-setosa
+9,6.179366528406585,3.05401498314623,4.899497666940714,1.6654352792265983,Iris-versicolor
+10,6.180893217215236,3.0552522645441886,4.91464802404621,1.7147819605273433,Iris-virginica
+11,5.1089477161730255,3.6967068678188744,1.5100223872228227,0.26153082420607293,Iris-setosa
+12,5.108947716173036,4.275551095741774,1.510022461224155,0.261531135964007,Iris-setosa
+13,6.1832292951289975,3.0562526922392252,4.925298241851226,1.7216053790435746,Iris-virginica
+14,6.179384380985867,3.0540766029545825,4.900034058944658,1.6671531356913767,Iris-versicolor
+15,6.1826112118564245,3.055038472922837,4.92100649052941,1.733164536575299,Iris-virginica
+16,5.1089477161730255,4.422394705918266,1.510022390950633,0.26153089354870807,Iris-setosa
+17,5.1089477161730255,4.212984009602707,1.510022390794242,0.26153085564368084,Iris-setosa
+18,5.108947716173027,4.2593399822178055,1.5100224136705374,0.26153094924417053,Iris-setosa
+19,5.1089477161730255,4.1841744755226715,1.5100223877276984,0.2615308341430533,Iris-setosa
+20,6.180213068408819,3.054547799008508,4.908072476288757,1.7108086281848944,Iris-virginica
+21,5.1089477161730255,3.8616165702104803,1.510022393161187,0.2615308504395885,Iris-setosa
+22,6.18441507449062,3.05601748094634,4.9290857860502175,1.7496403863138887,Iris-virginica
+23,6.187595079688277,3.0558180541630025,4.941431856727334,1.7605928537526534,Iris-virginica
diff --git a/iris/lct_gan/4/23/test.csv b/iris/lct_gan/4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/train.csv b/iris/lct_gan/4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/23/val.csv b/iris/lct_gan/4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/synth.csv b/iris/lct_gan/4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9c998568ee24b8bd3b917236365da3b84df8396
--- /dev/null
+++ b/iris/lct_gan/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173028,3.7668773728772122,1.5100224107885887,0.2615308955914903,Iris-setosa
+1,6.186345928890286,3.056064997484851,4.936953006160689,1.743563651751917,Iris-virginica
+2,5.108947716173026,3.145028254685127,1.5100223904729444,0.261530822316912,Iris-setosa
+3,5.1089477161730255,4.421629366860981,1.510022389164766,0.26153086779162954,Iris-setosa
+4,6.179645801258857,3.0542869297507735,4.90365357219321,1.6816413502511722,Iris-versicolor
+5,6.183103742688591,3.055714058909788,4.92408149955808,1.757570078684382,Iris-virginica
+6,6.183871658689464,3.055275165736799,4.927692723847568,1.7614180566839346,Iris-virginica
+7,6.180023555546912,3.0548887651375893,4.907218302684619,1.6903323416244402,Iris-versicolor
+8,5.108947718541939,3.0541922538728703,4.899495402775411,1.6654340573057682,Iris-setosa
+9,5.1089477161730255,3.757920391869149,1.5100223863246383,0.26153082391873056,Iris-setosa
+10,5.108947716173147,3.321307287463082,1.510022562441863,0.2615309830431548,Iris-setosa
+11,6.179780379808182,3.0541730199329282,4.904108273322984,1.6856409648847954,Iris-virginica
+12,6.180185111462827,3.054348743863183,4.907659757504281,1.70043841357748,Iris-virginica
+13,5.1089477161730255,3.2977235776939247,1.510022388507199,0.26153081727468475,Iris-setosa
+14,6.179368839548914,3.054039400263914,4.899589533438546,1.665723247107826,Iris-versicolor
+15,6.182098135347427,3.0551623623558006,4.92067450107158,1.7315005972332767,Iris-virginica
+16,6.179366519886959,3.054291081989287,4.899503916375209,1.6654540427025626,Iris-setosa
+17,5.108947716173026,3.4527344106832603,1.5100223947354643,0.2615308455374518,Iris-setosa
+18,5.1089477161730255,3.5033815831358073,1.510022388952416,0.26153082086857654,Iris-setosa
+19,6.179419443067477,3.0555737531084364,4.900687679604994,1.668545048792817,Iris-versicolor
+20,5.108947716173258,3.057971886364284,1.5100224360697434,0.26153085701327716,Iris-setosa
+21,6.179447745743211,3.055087088829677,4.9014796210147615,1.67203985595577,Iris-versicolor
+22,6.179366778517815,3.0620156802315615,1.5100796336364675,0.2616093155920344,Iris-setosa
+23,6.182140848164043,3.0546277195945435,4.917064391454477,1.7289425477550078,Iris-virginica
+24,5.1089477161730255,4.235331333083138,1.510022391420207,0.26153085717096336,Iris-setosa
+25,6.17946891208867,3.0543639440440375,4.9015476472972885,1.6741290848082582,Iris-versicolor
+26,5.1089477161730255,3.1793806819300676,1.5100223872570724,0.26153081546055196,Iris-setosa
+27,5.108947716173053,3.3075528216427807,1.5100224655853614,0.2615308864986963,Iris-setosa
+28,5.1089477161730255,3.8968354582750964,1.5100223916697548,0.26153083880786593,Iris-setosa
+29,5.1089477161730255,4.198515309756409,1.5100223899816958,0.26153084789847786,Iris-setosa
+30,5.108947716173087,3.0687968030338832,1.5100224167444118,0.2615308759643821,Iris-setosa
+31,5.1089477161730255,4.39654328766142,1.510022389562091,0.2615308672360303,Iris-setosa
+0,6.179434757715796,3.0541452829182805,4.901073814899216,1.671324401288401,Iris-versicolor
+1,5.1089477161730255,3.178061224206913,1.5100223870951373,0.2615308128017478,Iris-setosa
+2,5.108947716173026,4.341985163593141,1.510022401033173,0.26153091956230157,Iris-setosa
+3,5.108947716173043,3.0562340361820546,1.5100223977219567,0.2615308139114774,Iris-setosa
+4,6.1874694976177835,3.0553299655150257,4.938023216717688,1.7746086314450347,Iris-virginica
+5,5.108947716173027,3.090728888475624,1.5100223931158827,0.26153081538711975,Iris-setosa
+6,6.179541692308714,3.0544426301297958,4.902892320524304,1.673643057364978,Iris-versicolor
+7,6.181888846014469,3.055837818845494,4.92171176547736,1.717412137447855,Iris-virginica
+8,6.181536425233191,3.0556959451915606,4.9175946706549265,1.7182721006708834,Iris-virginica
+9,5.108947723310738,3.0540483545949324,4.899496650143308,1.6654323651010896,Iris-versicolor
+10,6.188320852990272,3.0559495632065703,4.943471966706911,1.746865083380874,Iris-virginica
+11,5.108947716173067,3.0595498834007255,1.5100224125809172,0.2615308260674502,Iris-setosa
+12,5.108947716175317,3.0544963453810654,1.5100225096306608,0.2615308439307593,Iris-setosa
+13,5.1089477161730255,4.062216748828414,1.510022387948579,0.26153083230624363,Iris-setosa
+14,5.108947718999362,3.0540185130596105,4.899493986908835,1.6654291800581942,Iris-versicolor
+15,5.1089477161730255,4.424687013853979,1.5100223898909575,0.26153088149061227,Iris-setosa
+16,5.108947716415916,3.0541343448272458,4.899492599901357,1.6654285419970993,Iris-setosa
+17,5.108947716173026,4.186149128596563,1.510022396031558,0.26153089544095404,Iris-setosa
+18,5.108947716173027,3.0911467796484997,1.5100223897967973,0.2615308180860498,Iris-setosa
+19,6.18130489468523,3.0556500957164285,4.915477104233188,1.722663548360431,Iris-virginica
+20,5.10894771650992,3.0542588173248832,4.899493189191678,1.6654288301938551,Iris-setosa
+21,6.187555937994359,3.05580978867602,4.9432322167796885,1.7609181597080643,Iris-virginica
+22,5.1089477161730255,4.195366992546609,1.5100223887992141,0.26153083885702394,Iris-setosa
+23,6.1810441743182025,3.0544072765734374,4.911713437160873,1.7159002083135289,Iris-virginica
+24,6.179636248082973,3.055205264183559,4.904930280499397,1.6747171002982624,Iris-versicolor
+25,5.1089477161730255,4.463616889644259,1.5100223901761511,0.2615308933558361,Iris-setosa
+26,5.108947716173026,3.53086815632522,1.5100223937987194,0.26153083105013775,Iris-setosa
+27,5.108947716173028,3.0799407361479716,1.5100223943479665,0.26153081578751386,Iris-setosa
+28,5.108947716173043,3.6569330892891365,1.5100224631592738,0.2615309423954568,Iris-setosa
+29,6.1887824758068986,3.0549252443239587,4.935884068174968,1.8097662619729888,Iris-virginica
+30,6.179883608853666,3.0545518930638127,4.9065246591006755,1.69198638697503,Iris-versicolor
+31,6.186721163618726,3.0558365973251282,4.940284947955532,1.7534485860633022,Iris-virginica
+0,6.179562483152731,3.054729351346717,4.902964170774083,1.677706100395615,Iris-versicolor
+1,6.179533741684817,3.0541996929721456,4.902255533830395,1.6757427181386062,Iris-versicolor
+2,5.108947716173283,3.0546735756602508,1.5100224268710625,0.2615308187729495,Iris-setosa
+3,5.1089477161730255,4.435919508200779,1.5100223962405361,0.2615309245192365,Iris-setosa
+4,6.189117857022147,3.0557523506552897,4.945248720093069,1.7755034202128452,Iris-virginica
+5,5.1089477161730255,4.345905001920463,1.5100223887218076,0.2615308564651013,Iris-setosa
+6,5.108947716175016,3.0549741387454916,1.5100225146438955,0.2615308655446209,Iris-setosa
+7,5.108947716174534,3.0602222862907436,1.510022543623841,0.2615309434731673,Iris-setosa
+8,6.182139838475245,3.0553826202873915,4.91970993894426,1.7451283020758757,Iris-virginica
+9,6.179366794265096,3.0540279876923355,4.899514962930564,1.665465675303443,Iris-versicolor
+10,6.179826032975227,3.054512176999404,4.905915687234799,1.6874569193284914,Iris-versicolor
+11,6.180437163983551,3.054533979276472,4.909107450378909,1.714361779921687,Iris-virginica
+12,5.1089477161730255,4.307761999363959,1.5100223921128524,0.26153087107258294,Iris-setosa
+13,6.186236882500044,3.05548864614213,4.936266092821644,1.7681580230936977,Iris-virginica
+14,5.10894771617482,3.963375393908014,1.5100234443706708,0.2615324248686971,Iris-setosa
+15,6.184123896136791,3.055075475732928,4.928577289080238,1.7692701501451997,Iris-virginica
+16,6.179542099439185,3.0541592722318556,4.902281170318128,1.6762499593435665,Iris-versicolor
+17,6.179836526819235,3.0548582497678263,4.9060373248815985,1.6845203321001807,Iris-versicolor
+18,6.179789523391682,3.0545050147546,4.905757518272063,1.6864758334218868,Iris-versicolor
+19,6.181213826263312,3.0547535299538087,4.914236365998359,1.7281933711348112,Iris-virginica
+20,5.1089477161730255,4.3859872137388365,1.5100223889756101,0.2615308582707276,Iris-setosa
+21,5.1089477161730255,4.041629045759979,1.5100223881695272,0.2615308332671906,Iris-setosa
+22,5.1089477161730255,4.023730847997456,1.5100223879243022,0.26153083005693195,Iris-setosa
+23,6.187738718682564,3.055590415088951,4.943858994090794,1.7728993934461117,Iris-virginica
+24,5.108947716173026,3.4447091949457667,1.5100223952297986,0.2615308406952778,Iris-setosa
+25,6.185374538199646,3.055825668239536,4.93414727727896,1.753285055432276,Iris-virginica
+26,5.108947716175555,3.0549612018989953,1.5100224997747655,0.2615309062473137,Iris-setosa
+27,6.179375445890745,3.0628194140686853,4.900081653882325,1.666701960607798,Iris-setosa
+28,5.1089477161730255,3.537293480632079,1.5100223880440211,0.26153082441172504,Iris-setosa
+29,5.108947716173031,3.065592446413985,1.5100223934380008,0.26153081870908496,Iris-setosa
+30,5.108947716173095,3.0598982187488604,1.510022419747174,0.26153083050448434,Iris-setosa
+31,5.1089477161730255,4.029459866253005,1.5100223903719812,0.2615308396866056,Iris-setosa
+0,6.179374565800217,3.0543889282357606,4.89977232333092,1.6666577052857525,Iris-versicolor
+1,6.1793739875219496,3.0543781923898607,4.8997631625325315,1.6662483665738201,Iris-versicolor
+2,5.1089477161734465,3.474111794671161,1.5100227468097318,0.2615312646105028,Iris-setosa
+3,5.108947716173027,3.967513665030361,1.510022404994838,0.2615309127296767,Iris-setosa
+4,6.186084476485808,3.055529032583758,4.937491088067826,1.7675133165825443,Iris-virginica
+5,5.1089477161730255,4.376659927322603,1.5100223905691386,0.261530872907692,Iris-setosa
+6,6.179606686275592,3.0544942991835233,4.903981584084122,1.6774115824534457,Iris-versicolor
+7,5.1089477161730255,4.386964185324885,1.510022390561655,0.2615308772740471,Iris-setosa
+8,6.185559882413286,3.055713247313143,4.9336190382572775,1.7697006635689492,Iris-virginica
+9,5.108947716173026,3.323118553836638,1.5100223974291558,0.2615308315333046,Iris-setosa
+10,5.1089477161730255,4.32314698357165,1.5100223911312642,0.2615308674170863,Iris-setosa
+11,6.181829518910723,3.0561884615993145,4.919894453962651,1.7158759765989797,Iris-virginica
+12,6.1795039846674475,3.0566848208658666,4.9024144842754005,1.6714604400001167,Iris-versicolor
+13,6.1800952477654,3.055494553008116,4.909498046903119,1.688799733803321,Iris-versicolor
+14,5.1089477161730255,4.317256407475253,1.5100223889867213,0.2615308534438732,Iris-setosa
+15,5.108947716173026,3.761021519352477,1.5100223935531765,0.2615308535838669,Iris-setosa
+16,6.187222780081427,3.055729123053119,4.937866337132299,1.7770266740113965,Iris-virginica
+17,6.182435120247577,3.0555266066483364,4.922164947807384,1.7476903189386728,Iris-virginica
+18,6.190011595271516,3.055647167891091,4.950732085897053,1.7930830054626352,Iris-virginica
+19,5.1089477368014835,3.087622796025168,1.510052745892067,0.26156843766207816,Iris-setosa
+20,6.185999171813049,3.0563321097782206,4.936973270373088,1.7278502184743265,Iris-virginica
+21,6.180788507013976,3.0549068724161708,4.913194114488926,1.7154636165695687,Iris-virginica
+22,5.1089477161730255,4.159037909497846,1.5100223901489953,0.2615308463543773,Iris-setosa
+23,5.1089477161730255,4.274988631294585,1.5100223963595696,0.26153089341078534,Iris-setosa
diff --git a/iris/lct_gan/4/24/test.csv b/iris/lct_gan/4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/train.csv b/iris/lct_gan/4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/24/val.csv b/iris/lct_gan/4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/synth.csv b/iris/lct_gan/4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..290b4f39137dd550eb909f583a4a6ec33d625c68
--- /dev/null
+++ b/iris/lct_gan/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.083585801216717,1.5100223909167794,0.2615308154345401,Iris-setosa
+1,6.179479243392041,3.054123463133424,4.901486650251376,1.6726246516163281,Iris-versicolor
+2,5.108947716173026,3.969870472461208,1.5100224007726808,0.2615308657404781,Iris-setosa
+3,5.108947716173121,3.229431749224305,1.5100225055403507,0.2615309623933253,Iris-setosa
+4,6.1801078535374545,3.0547696935660884,4.908929551480474,1.6992442275718074,Iris-virginica
+5,6.185931387236618,3.055932498546937,4.935042764112295,1.7570368178317135,Iris-virginica
+6,5.108947716174288,3.8374540392930916,1.5100232274785395,0.26153185230951814,Iris-setosa
+7,6.179398291147622,3.054800351161472,4.900391759589296,1.6675159637732413,Iris-versicolor
+8,5.1089477161730255,3.8401598240242927,1.5100223906396015,0.2615308386869635,Iris-setosa
+9,5.108947716173027,4.248269354814865,1.5100224143073908,0.26153094797220944,Iris-setosa
+10,5.1089477161730255,4.542508221009624,1.510022390913095,0.2615309454333577,Iris-setosa
+11,6.179367955287059,3.0900704314441474,1.510187623966737,0.26188868136614574,Iris-setosa
+12,5.108947716174857,3.056189412050828,1.510022514634281,0.2615308886409226,Iris-setosa
+13,6.1851839832737125,3.055573756831357,4.933566887848606,1.763719276741727,Iris-virginica
+14,5.108947716173026,3.122127720528923,1.5100223889652946,0.2615308139200249,Iris-setosa
+15,5.1089477161730255,3.4140190008660203,1.510022392489155,0.26153082409003586,Iris-setosa
+16,5.108947716173033,3.0595939668029204,1.5100223928680618,0.26153081603808453,Iris-setosa
+17,6.179366583122204,3.070760515149085,1.5100622868877585,0.26158943472272106,Iris-setosa
+18,5.108947716173034,3.0800156501607288,1.5100224071552588,0.2615308191385567,Iris-setosa
+19,5.1089477161730255,4.5554333634491915,1.510022390691369,0.2615309354914578,Iris-setosa
+20,5.108947716173052,3.0625983748269094,1.5100224031715406,0.26153083572639596,Iris-setosa
+21,6.179508646427908,3.0542193545699896,4.901728291838604,1.67519225087627,Iris-versicolor
+22,5.108947716173029,3.8249148119637906,1.510022421891335,0.2615308924715502,Iris-setosa
+23,5.1089477161730255,4.528221479802956,1.5100223937326012,0.2615309793538056,Iris-setosa
+24,6.187805449125065,3.0556188992534734,4.940070002224724,1.7899868664071077,Iris-virginica
+25,6.182971426222137,3.0556080889994752,4.924484601361953,1.7401799229952115,Iris-virginica
+26,5.1089477161730255,3.2572021820129136,1.5100223858165314,0.2615308145853117,Iris-setosa
+27,5.108947716173321,3.1185556359691993,1.5100225634707607,0.2615309590432082,Iris-setosa
+28,5.1089477161730255,3.655616619561763,1.5100223871722958,0.2615308228956844,Iris-setosa
+29,6.182426601423183,3.0553713373231237,4.92064503182272,1.749840589150588,Iris-virginica
+30,5.1089477161730255,4.281409009953254,1.5100223948269529,0.2615308777513444,Iris-setosa
+31,5.108947716493434,3.506983612049802,1.5100330130174453,0.2615410413433285,Iris-setosa
+0,6.180102771193156,3.0552599572045285,4.908283465948783,1.6950494982068898,Iris-versicolor
+1,5.108947720452042,3.0545183049263653,4.899499915582386,1.665436824998671,Iris-setosa
+2,6.184211221930093,3.0548734518604506,4.923483664645072,1.777176912599192,Iris-virginica
+3,6.179548984872337,3.054638340080221,4.9026867815028,1.6770019761021118,Iris-versicolor
+4,6.1798467713783465,3.054340283752991,4.905821071013179,1.6891346319548775,Iris-virginica
+5,5.108947716173026,3.145556402258357,1.5100223892058795,0.26153081525986066,Iris-setosa
+6,5.1089477161730255,4.132680283541964,1.5100223879963233,0.2615308353439223,Iris-setosa
+7,5.108947716173027,4.393716952755607,1.5100224123571124,0.2615310033039476,Iris-setosa
+8,6.186302957594731,3.055460682985223,4.936518321451487,1.7863907063949431,Iris-virginica
+9,6.180133544914683,3.0547762642690275,4.909053271516635,1.691501181719991,Iris-virginica
+10,6.179370362739993,3.05404071436677,4.899664851674674,1.6658198909309834,Iris-versicolor
+11,6.179372442614508,3.0674353902115636,1.5102880086576895,0.2621317966159994,Iris-setosa
+12,6.181344976350094,3.05496210465688,4.916286439241754,1.7272466148499226,Iris-virginica
+13,5.1089477161730255,4.296099645762044,1.5100223888238031,0.2615308506702469,Iris-setosa
+14,6.1841694905665445,3.056237504937663,4.929397528492558,1.7385937000178804,Iris-virginica
+15,5.10894771617315,3.0646133883826057,1.510022448200731,0.26153085400810083,Iris-setosa
+16,5.108947716255046,3.054439062465248,4.899492256274147,1.6654285027977842,Iris-setosa
+17,6.182422694434729,3.055745746194518,4.921488619947599,1.725850630570845,Iris-virginica
+18,5.108947716193335,3.795080292296536,1.5100258018526853,0.2615340778595866,Iris-setosa
+19,5.108947721896066,3.135290775692907,1.5100434507159664,0.2615587785905829,Iris-setosa
+20,5.108947716173026,4.171422224701053,1.510022397069167,0.2615308767061648,Iris-setosa
+21,6.186226111091836,3.056102575637071,4.937437540019448,1.7458562062066607,Iris-virginica
+22,6.179381776987311,3.0547009804797183,4.900002241878006,1.667215177053565,Iris-versicolor
+23,5.1089477161730255,4.390181638574998,1.510022389041969,0.26153085804827597,Iris-setosa
+24,5.1089477161903325,3.5585703288653834,1.5100250888532056,0.26153361044515133,Iris-setosa
+25,6.179367165976716,3.0752981360933327,1.5101313948270123,0.26171258186370033,Iris-setosa
+26,6.184419644844439,3.056269131850711,4.930276909638797,1.7408507046191533,Iris-virginica
+27,6.179508508756936,3.054098635247759,4.901627191209718,1.6722497386723807,Iris-versicolor
+28,5.1089477161730255,4.424428809804765,1.5100223892230318,0.2615308761694517,Iris-setosa
+29,5.1089477161730255,4.410350919199756,1.5100223893767353,0.2615308705182713,Iris-setosa
+30,6.179367694412251,3.059352967475643,4.899657379544367,1.6658322774863952,Iris-setosa
+31,6.181507757252252,3.055163126963153,4.916482759156597,1.726491337070953,Iris-virginica
+0,6.180131038993623,3.055045769846801,4.908973184729051,1.695474683720331,Iris-versicolor
+1,5.108947716173048,3.4796193663773196,1.5100224650628358,0.26153092773705394,Iris-setosa
+2,5.1089477161730255,3.420174297933463,1.510022385553737,0.26153081650292714,Iris-setosa
+3,5.1089477161730255,4.472456823645176,1.5100223895222464,0.2615308866336167,Iris-setosa
+4,5.108947716173066,4.135433464068312,1.5100225346115534,0.26153123004646855,Iris-setosa
+5,5.1089477161730255,3.3223565376367303,1.5100223885770725,0.26153081688133734,Iris-setosa
+6,6.179368178360018,3.054192422599144,4.8995846627987625,1.6656981396261767,Iris-versicolor
+7,6.181032547820534,3.055184034783443,4.913952137047301,1.7251393724892898,Iris-virginica
+8,5.108947716173026,4.424573676082975,1.5100223982687249,0.26153093646318953,Iris-setosa
+9,5.1089477161730255,4.05669936310163,1.5100223881941748,0.261530830775285,Iris-setosa
+10,5.1089477161730255,4.352027405275731,1.5100223909238482,0.26153087730899355,Iris-setosa
+11,6.179871966146597,3.054571575791746,4.905319013894836,1.693205607307582,Iris-versicolor
+12,6.187942717301992,3.055891803002297,4.942109017855536,1.7495465263483374,Iris-virginica
+13,6.179374917142109,3.0543281522144228,4.899784999627004,1.6660367135117824,Iris-versicolor
+14,6.1868239319163525,3.0558083306998998,4.938237777863073,1.7730594591409792,Iris-virginica
+15,6.190872821994738,3.0556263439874387,4.950075536046144,1.7842458652355406,Iris-virginica
+16,6.179418023383239,3.0542210770746965,4.901091507978277,1.668958066858303,Iris-versicolor
+17,5.108947716173044,4.191135269280353,1.5100224872066086,0.26153117195285736,Iris-setosa
+18,5.108947716173284,3.0717791367560667,1.5100224662719786,0.2615309252862804,Iris-setosa
+19,6.179487305586289,3.054279042265985,4.90187446556637,1.6730069993279515,Iris-versicolor
+20,5.1089477161730255,4.566750861124245,1.510022390523771,0.261530958246277,Iris-setosa
+21,5.108947716173028,3.084507610794448,1.51002239416188,0.26153081861954897,Iris-setosa
+22,6.179369054869335,3.0635807106381434,1.5101751669864814,0.26189303203204856,Iris-setosa
+23,5.1089477161731365,3.3998324605523527,1.5100225469384583,0.26153107603071185,Iris-setosa
+24,5.108947719744126,3.0541728744623295,4.899496348712667,1.6654319667624558,Iris-setosa
+25,6.181723245722357,3.054997621518638,4.917001750931224,1.7441442275802677,Iris-virginica
+26,5.108947716173026,3.8067658801415063,1.5100223963049704,0.2615308463565479,Iris-setosa
+27,6.183377136018253,3.0551136014563043,4.925165969479474,1.7581239986479331,Iris-virginica
+28,6.186244950249932,3.055956556863452,4.935292838438428,1.754369606551185,Iris-virginica
+29,6.18731543650173,3.0559332000658816,4.940266503488792,1.7435407675125407,Iris-virginica
+30,6.185602134220603,3.0550373531287556,4.929002105890299,1.8079200578535903,Iris-virginica
+31,5.108947716173029,3.0618874596335117,1.5100223919430813,0.26153081291064667,Iris-setosa
+0,5.108947733935528,3.0737384296641466,1.510044391780395,0.261567135232243,Iris-setosa
+1,5.1089477161730255,3.9218835693213707,1.5100223877238252,0.2615308255923719,Iris-setosa
+2,5.1089477161730255,4.458977768608413,1.5100223898878185,0.2615308843370142,Iris-setosa
+3,6.179486444320262,3.0571017002093517,4.901963168591696,1.6704712574153622,Iris-versicolor
+4,5.1089477161730725,3.7347805282663917,1.5100225192525176,0.26153104154199425,Iris-setosa
+5,6.182154149981708,3.0555428434109704,4.9204628196268,1.7506881673475723,Iris-virginica
+6,5.108947716173026,4.197350094436157,1.5100223974453797,0.26153087660917623,Iris-setosa
+7,5.10894771617306,3.0578543479316473,1.5100224035669354,0.2615308246905743,Iris-setosa
+8,5.108947716173032,3.7083064735093885,1.5100224288246382,0.26153092125218413,Iris-setosa
+9,5.1089477161730255,4.343013961450841,1.5100223898948435,0.2615308639585977,Iris-setosa
+10,6.180730639453471,3.055637221555862,4.91446960611379,1.6971646720739273,Iris-virginica
+11,6.1796586350300755,3.055282425431559,4.904139710836263,1.6788180586048889,Iris-versicolor
+12,6.17939029414229,3.0544577624428175,4.90031841017942,1.6669991577988017,Iris-versicolor
+13,5.1089477161730255,4.252366927373989,1.5100223946256273,0.26153087284141685,Iris-setosa
+14,6.18426930561594,3.056483364789058,4.930242384498648,1.7295266994496767,Iris-virginica
+15,6.188536171697407,3.0558770986741908,4.944198067111839,1.7552334066526714,Iris-virginica
+16,6.181748358615705,3.055054500900071,4.916603107816887,1.7554472212724725,Iris-virginica
+17,5.1089477161730255,4.236196306344569,1.5100223892431315,0.2615308494072788,Iris-setosa
+18,6.180162438955759,3.0545134838953896,4.9079623902748395,1.6974265586046167,Iris-virginica
+19,6.183073806539914,3.055064837336985,4.923026459801663,1.7633053506394758,Iris-virginica
+20,5.108947716173026,3.6888476661573164,1.5100223953891956,0.26153084075742256,Iris-setosa
+21,5.1089477161730255,3.784893441921579,1.5100223867245657,0.26153082007215234,Iris-setosa
+22,5.108947716173978,3.6892593913690703,1.5100230263771748,0.26153165027591074,Iris-setosa
+23,5.108947717797063,3.296368598882994,1.5100384246972307,0.26155153644696294,Iris-setosa
diff --git a/iris/lct_gan/4/25/test.csv b/iris/lct_gan/4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/train.csv b/iris/lct_gan/4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/25/val.csv b/iris/lct_gan/4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/synth.csv b/iris/lct_gan/4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ac501b9ab09d5fd78aa446f95b655c3d0ad1a5b
--- /dev/null
+++ b/iris/lct_gan/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.194745188063225,1.5100223885673145,0.2615308171924625,Iris-setosa
+1,6.180345089184431,3.05506829341454,4.910117481915696,1.6990376560388918,Iris-versicolor
+2,6.179366520206065,3.0549589544625135,4.899506255086914,1.6654861803782914,Iris-setosa
+3,5.108947716173029,3.1941638812116073,1.5100224016185513,0.2615308397042156,Iris-setosa
+4,5.1089477161730255,4.204870776782595,1.5100223890221922,0.26153084577897756,Iris-setosa
+5,6.187157794676773,3.0561608379324996,4.940724772977214,1.7419208348173258,Iris-virginica
+6,6.179366602965717,3.0614085769627035,1.5100561359824185,0.26158455434453526,Iris-setosa
+7,5.108947716173027,3.843653924469991,1.5100224075722335,0.2615308580335032,Iris-setosa
+8,6.179415625312429,3.0541002988397663,4.900684067179266,1.6685497606736917,Iris-versicolor
+9,5.1089477161730255,3.935741687684971,1.5100223879063606,0.26153083059898613,Iris-setosa
+10,6.181244030651426,3.0548336047894917,4.914274166368023,1.7390963115200069,Iris-virginica
+11,5.108947726168503,3.0540525407767953,4.8994972536866515,1.6654337291575587,Iris-versicolor
+12,5.1089477161730255,3.4630589406914014,1.510022386906564,0.26153081835871267,Iris-setosa
+13,6.1818667043217,3.05545510403809,4.91781506936929,1.7304775275239497,Iris-virginica
+14,5.1089477161730255,4.063013719427243,1.510022388020079,0.2615308375339849,Iris-setosa
+15,5.1089477161730255,3.178922256404943,1.5100223865791804,0.2615308138563381,Iris-setosa
+16,6.1795008697936264,3.054070292730296,4.90144803869569,1.6719045280943046,Iris-versicolor
+17,6.18427814793117,3.0563450218723274,4.928962865670331,1.7337859738541697,Iris-virginica
+18,5.108947716173026,4.074702758922512,1.5100223953738938,0.26153085730275594,Iris-setosa
+19,6.185718933236042,3.056067176097615,4.936005625308964,1.7626566571678832,Iris-virginica
+20,5.1089477161730255,3.781764289098512,1.5100223872946856,0.26153083001426725,Iris-setosa
+21,5.1089477161730255,4.276463773901364,1.510022389420565,0.261530856753435,Iris-setosa
+22,6.1808549900452485,3.05508680920817,4.913117198967724,1.7153007286809372,Iris-virginica
+23,6.188873664666407,3.0556252604163663,4.94278262391361,1.7790933681360772,Iris-virginica
+24,6.182266946320941,3.05610132855936,4.920196891313787,1.7263366090743488,Iris-virginica
+25,5.108947744091258,3.163839175684762,1.5100706761622391,0.2615978818423357,Iris-setosa
+26,6.179387935121647,3.0540382603962484,4.900010328968808,1.6670835859479323,Iris-versicolor
+27,5.108947716173344,4.083921962318942,1.510022882502993,0.2615316242482395,Iris-setosa
+28,5.108947716173026,4.324241311267857,1.5100224040104377,0.26153094157883616,Iris-setosa
+29,5.1089477161730255,3.121162217952542,1.5100223859225241,0.2615308113706133,Iris-setosa
+30,5.1089477161730255,4.414194306048819,1.5100223893255633,0.26153086483971033,Iris-setosa
+31,6.1800904381922,3.0545522435717367,4.907680618136757,1.697966233830626,Iris-virginica
+0,5.108947717227084,3.0906770364453897,1.5100308297490272,0.26153814305234546,Iris-setosa
+1,5.108947716173026,3.598090385339579,1.5100223943185531,0.2615308268784036,Iris-setosa
+2,6.179366725841284,3.0543419464142683,4.899527541799379,1.6655105694202021,Iris-versicolor
+3,5.108947716173026,3.572972726115643,1.5100223936724397,0.2615308343812775,Iris-setosa
+4,5.1089477161730255,4.304362690508555,1.5100223912915895,0.2615308678304956,Iris-setosa
+5,5.108947716303778,3.055483228991104,1.5100231586187394,0.26153253845454716,Iris-setosa
+6,6.185810016124414,3.0557361966018597,4.935980802352286,1.7684488558707154,Iris-virginica
+7,6.184441772593638,3.0550502445958707,4.927270664796392,1.757835443201837,Iris-virginica
+8,6.1809066792096665,3.0549446471788357,4.915077216687972,1.7126061372269203,Iris-virginica
+9,6.180447765715935,3.0545961960680006,4.910639376841258,1.7075409682642042,Iris-virginica
+10,6.180526871164399,3.0553952067768932,4.912197092413909,1.703413077583042,Iris-virginica
+11,6.179463775408021,3.054088800543544,4.900994301472216,1.6702110988666061,Iris-versicolor
+12,5.108947716174226,3.054370100144451,1.5100224484048064,0.26153084877596705,Iris-setosa
+13,6.180623511262793,3.055047726191156,4.911104520403273,1.7189704908539356,Iris-virginica
+14,5.108947716173039,3.058714978054275,1.5100223966215498,0.2615308180604681,Iris-setosa
+15,5.1089477161730255,4.4949426252749065,1.5100223904948413,0.26153090271854484,Iris-setosa
+16,5.108947716173026,4.4064437540959185,1.5100224019326272,0.2615309442574508,Iris-setosa
+17,5.108947716173257,3.733998343094962,1.5100227135929192,0.26153120496721627,Iris-setosa
+18,6.179367211891692,3.055754379345044,4.899598180894541,1.6656152256660766,Iris-setosa
+19,5.108947716173032,3.0585454217705177,1.5100223919280225,0.2615308150969715,Iris-setosa
+20,6.180256426028424,3.0546719460273146,4.910087164546544,1.701578247067645,Iris-virginica
+21,6.179559343561752,3.0542548118650217,4.902755111467109,1.675784344680962,Iris-versicolor
+22,5.108947716200415,3.76942479383202,1.510025961158756,0.26153582595161406,Iris-setosa
+23,5.108947716173121,3.9689513031383705,1.5100225989089788,0.2615312937550262,Iris-setosa
+24,5.108947716173031,3.6320087224819306,1.5100224295990465,0.26153088082715426,Iris-setosa
+25,5.108947718201828,3.1669001841730138,1.5100352836999782,0.26155199552967756,Iris-setosa
+26,5.1089477161731365,3.1299000513648654,1.5100224987097226,0.2615308878260168,Iris-setosa
+27,6.179907130611325,3.054302799478736,4.905795212724401,1.6901562318395909,Iris-virginica
+28,5.108947716173034,3.069375139598747,1.5100224010374428,0.26153082084102786,Iris-setosa
+29,5.1089477161730255,4.427571151023004,1.5100223923856833,0.26153089997260676,Iris-setosa
+30,6.1828774524830115,3.056403762713955,4.926892657973035,1.716795564782744,Iris-virginica
+31,5.1089477161730255,4.130377775206862,1.5100223911971322,0.26153084587255354,Iris-setosa
+0,5.108947716173029,3.0648349427960677,1.5100223924008263,0.2615308139500419,Iris-setosa
+1,5.108947716173026,3.258517505483285,1.5100223958467385,0.26153082759817525,Iris-setosa
+2,6.181564662706392,3.055744205106716,4.919353168740346,1.7094624776486502,Iris-virginica
+3,6.1809674372723356,3.055016656206875,4.914218903318796,1.711952647657255,Iris-virginica
+4,5.10894771617303,3.5231192529217163,1.51002241413646,0.2615308746405825,Iris-setosa
+5,5.108947716173053,3.070363958523672,1.5100224115666507,0.2615308391163106,Iris-setosa
+6,5.1089477161730255,4.325229410562333,1.5100223916938273,0.26153087297465655,Iris-setosa
+7,5.1089477161730255,4.413535813599289,1.5100223896722906,0.2615308699909357,Iris-setosa
+8,5.108947716178298,3.054178336703455,4.899491550433769,1.6654275777800058,Iris-setosa
+9,6.179424536561186,3.054063511286165,4.900535888155099,1.6683056659947437,Iris-versicolor
+10,5.108947716173026,3.146640671227387,1.5100223929710341,0.2615308183868731,Iris-setosa
+11,5.1089477161730255,4.341379012586947,1.5100223938246415,0.26153089116472816,Iris-setosa
+12,6.180255267753452,3.054439377353879,4.90797187593359,1.7057416647637156,Iris-virginica
+13,5.108947716173026,3.2528148382594946,1.510022390125409,0.261530820838561,Iris-setosa
+14,6.182608607197456,3.0553487861856494,4.922670662004792,1.745570247831358,Iris-virginica
+15,5.108947719263632,3.0541228593159846,4.899495953645587,1.6654329217540051,Iris-setosa
+16,5.108947716173026,3.282891115119875,1.5100223983719099,0.2615308281572654,Iris-setosa
+17,5.1089477161730255,4.298655206429497,1.51002239074209,0.26153086566561734,Iris-setosa
+18,6.182767719371921,3.0548798593083,4.922478308322541,1.7448893911388117,Iris-virginica
+19,5.108947716174658,3.56541479685628,1.5100230611503491,0.26153209929779137,Iris-setosa
+20,5.108947716173026,4.044034794501033,1.5100223961930492,0.26153085376822155,Iris-setosa
+21,6.179369831109368,3.0553599525319517,4.8996921560427475,1.6659042523486898,Iris-setosa
+22,5.108947722607502,3.1713192367437295,1.5100487961814242,0.2615602221424582,Iris-setosa
+23,6.179398538433577,3.054562256567364,4.900442509622389,1.6672696455971254,Iris-versicolor
+24,5.1089477161730255,4.449737958344528,1.5100223896512805,0.26153087998912933,Iris-setosa
+25,5.108947911909764,3.0587658548806056,4.8996030201634015,1.6655641960339294,Iris-setosa
+26,5.1089477161730255,3.8193439514159606,1.5100223866938485,0.2615308243030615,Iris-setosa
+27,6.179717265478181,3.0542898547587662,4.903751134167201,1.6810241674701838,Iris-versicolor
+28,6.180851242710678,3.0548248138173273,4.912577456777176,1.71132050235534,Iris-virginica
+29,5.108947716173026,4.2360116688121705,1.5100224065891503,0.2615309185270806,Iris-setosa
+30,5.108947716173035,3.7003074027349783,1.5100224437748857,0.2615309005913078,Iris-setosa
+31,5.108947725865762,3.057866075734592,1.510033933586239,0.2615468863386427,Iris-setosa
+0,6.179366830370191,3.054070027912428,4.899517606712598,1.6654806029993856,Iris-versicolor
+1,5.1089477161730255,4.441463167683568,1.5100223898924219,0.2615308808416649,Iris-setosa
+2,6.180109362057488,3.0549252606243127,4.908303458919023,1.695327113981667,Iris-versicolor
+3,6.179366709872219,3.054024112737499,4.899509495591314,1.6654666144564747,Iris-versicolor
+4,6.179366594009608,3.0540870574998875,4.8995069519082985,1.6654560014900244,Iris-versicolor
+5,6.185638862979647,3.056032685151973,4.93421326338272,1.7604041028235977,Iris-virginica
+6,5.108947716173027,4.08150745565922,1.5100224140989706,0.2615309064934997,Iris-setosa
+7,6.183566543736924,3.056282008728003,4.929422795442164,1.728740158941636,Iris-virginica
+8,5.108947716191485,3.6018169827673403,1.5100249978193077,0.26153392185162144,Iris-setosa
+9,5.1089477161730255,4.051726513847349,1.510022391495822,0.2615308483907872,Iris-setosa
+10,6.182214883643128,3.055939460609305,4.920914057142735,1.723059210138184,Iris-virginica
+11,5.1089477161730255,4.506991460675943,1.5100223901662435,0.26153090882336794,Iris-setosa
+12,5.1089477161730255,3.6829221614205827,1.510022390824064,0.2615308227783,Iris-setosa
+13,5.1089477161730255,4.276101814274513,1.5100223944094828,0.26153088278940134,Iris-setosa
+14,5.1089477161730255,4.241070963875426,1.5100223934758434,0.2615308757560823,Iris-setosa
+15,5.1089477161730255,4.360194318985563,1.5100223920678895,0.26153088126777324,Iris-setosa
+16,5.108947716173027,3.789067053821612,1.5100224089037122,0.26153087697101474,Iris-setosa
+17,5.1089477161730255,4.476051588638393,1.5100223914096385,0.26153091230065717,Iris-setosa
+18,5.108947716173071,3.3132320227962566,1.5100224783724594,0.261530929946427,Iris-setosa
+19,6.181115379252477,3.055987042952949,4.916775367692477,1.7000084319659658,Iris-virginica
+20,5.1089477161730255,4.260568357586807,1.5100223900499037,0.2615308501386442,Iris-setosa
+21,6.185074088417205,3.055910224012386,4.934172275331441,1.7586776119222196,Iris-virginica
+22,6.180019351560407,3.054705095463873,4.907171969521306,1.6919823690193996,Iris-versicolor
+23,5.108947716173027,3.18761481266568,1.5100223951657488,0.26153082390450333,Iris-setosa
diff --git a/iris/lct_gan/4/26/test.csv b/iris/lct_gan/4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/train.csv b/iris/lct_gan/4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/26/val.csv b/iris/lct_gan/4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/synth.csv b/iris/lct_gan/4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8e7b8655f5d06b038fa7a1e0eba623695ec61b3
--- /dev/null
+++ b/iris/lct_gan/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366984411795,3.097248576136312,1.5101366926901698,0.2617225512986737,Iris-setosa
+1,5.108947716173179,3.4186587916250573,1.510022555345815,0.2615312119207693,Iris-setosa
+2,6.179366577735011,3.0657067638161486,1.5100517326136127,0.26159091774092963,Iris-setosa
+3,6.179366544041648,3.0693026613821197,1.5100490418329786,0.26157331548209883,Iris-setosa
+4,5.1089477161730255,4.21284584055642,1.510022394158555,0.26153087503008077,Iris-setosa
+5,6.18878443627291,3.05587252733043,4.94569040550765,1.7684228721121764,Iris-virginica
+6,6.179612304554094,3.0555419352196345,4.904026337476827,1.6766853373810755,Iris-versicolor
+7,6.17970059781332,3.054290923287228,4.9041448624830695,1.683415439978935,Iris-versicolor
+8,6.179366707234523,3.054031415951752,4.899508243207779,1.6654611302160804,Iris-versicolor
+9,5.1089477161730255,4.480664641986907,1.5100223913475008,0.26153090747867674,Iris-setosa
+10,5.1089477161730255,4.228479034482609,1.5100223918849929,0.2615308628417876,Iris-setosa
+11,5.108947721708308,3.5243656077825736,1.5100567236071694,0.2615887302559646,Iris-setosa
+12,5.10894771621852,3.0546323137286144,1.5100227445217616,0.2615315422728295,Iris-setosa
+13,6.179368122007874,3.0541284594686715,4.899570565272183,1.6656650964833393,Iris-versicolor
+14,5.1089477161730255,3.684083152333007,1.5100223868469023,0.2615308224236299,Iris-setosa
+15,6.17940789096366,3.0540912855614604,4.9003342910364704,1.6689047457485802,Iris-versicolor
+16,5.1089477161730255,4.511980589355514,1.5100223905715093,0.2615309081930902,Iris-setosa
+17,5.1089477161730255,4.036001722395322,1.5100223870444975,0.2615308290274693,Iris-setosa
+18,6.1853903871590505,3.056260969800544,4.935516076206156,1.7373990996554356,Iris-virginica
+19,6.179617763178714,3.054123559828735,4.902919934852008,1.6780406494434343,Iris-virginica
+20,6.183301096499499,3.0557338602177664,4.928823036038686,1.7387065355660112,Iris-virginica
+21,5.1089477161730255,4.423995241313509,1.5100223908814883,0.2615308866987011,Iris-setosa
+22,5.1089477161730255,4.2536988522519525,1.5100223882319732,0.26153084390264664,Iris-setosa
+23,6.187920692735214,3.055331112375745,4.941914955425856,1.7962620550244404,Iris-virginica
+24,5.1089477161730255,4.48548500042202,1.5100223900810432,0.26153089159821996,Iris-setosa
+25,6.182442880193147,3.055358569718576,4.921728831064657,1.7422150020244322,Iris-virginica
+26,5.108947716173026,3.624504731698131,1.5100223999379534,0.2615308414550037,Iris-setosa
+27,5.108947716173027,3.082963425522226,1.5100223917819808,0.2615308178128656,Iris-setosa
+28,6.180781894014227,3.054503461491842,4.91157744165829,1.708448018077292,Iris-virginica
+29,5.1089477161730255,4.5289777518385606,1.5100223905624668,0.2615309222999617,Iris-setosa
+30,5.108947716173027,3.304037521882188,1.5100224025051838,0.2615308331464135,Iris-setosa
+31,6.179372807782866,3.054058961695076,4.899733012027139,1.66606862367331,Iris-versicolor
+0,6.185713289575883,3.05602494751473,4.932302961926822,1.7506860988263626,Iris-virginica
+1,5.108947716173029,3.0672563849546175,1.5100223915056772,0.26153081799339817,Iris-setosa
+2,5.108947716173828,3.055055308270698,1.5100224524275891,0.2615308526921718,Iris-setosa
+3,6.17936661531286,3.0541097343110795,4.899511914731089,1.6654647618884002,Iris-versicolor
+4,5.1089477161730255,4.068156575338029,1.5100223879735652,0.26153083160032603,Iris-setosa
+5,6.18358472650144,3.05585798318852,4.926811247805124,1.7553403302758308,Iris-virginica
+6,6.187035796801076,3.0556701482712234,4.936328789625691,1.773984368709748,Iris-virginica
+7,6.185624934049899,3.0561378976995353,4.935709944779768,1.7300892589150625,Iris-virginica
+8,5.1089477161730255,4.406778615692065,1.5100223896242053,0.2615308672106722,Iris-setosa
+9,5.108947716173172,3.8433753711391656,1.5100226323768706,0.26153138335192516,Iris-setosa
+10,5.1089477161730255,4.319645258584994,1.5100223887831272,0.26153085594758485,Iris-setosa
+11,6.179394040444709,3.0571874284002662,4.900290666630622,1.667763661643216,Iris-versicolor
+12,6.179367854046815,3.0541193068198225,4.89956590736476,1.6656273396371304,Iris-versicolor
+13,6.179369097694411,3.0764277224617373,1.5102285384198524,0.2619305518962608,Iris-setosa
+14,6.180381553887109,3.0545491256259103,4.909995938851898,1.7080001603968384,Iris-virginica
+15,6.188314648101402,3.055708127392032,4.9426330889717836,1.777674975964779,Iris-virginica
+16,6.183081779822113,3.0552887132428586,4.922278187890774,1.77871954654914,Iris-virginica
+17,6.18588880496668,3.0558806909905085,4.936307900071141,1.7484254726816468,Iris-virginica
+18,5.108947716173028,3.896027463002179,1.5100224095339703,0.26153090276973956,Iris-setosa
+19,5.1089477161730255,3.769169474744251,1.510022394262215,0.26153083324476945,Iris-setosa
+20,6.17999470111429,3.054457337979583,4.9066387605928785,1.7014643152685263,Iris-virginica
+21,5.108947716173026,4.315686576312519,1.5100223975197988,0.26153090079109037,Iris-setosa
+22,5.1089477161730255,4.182900146839244,1.5100223885057964,0.26153083528150983,Iris-setosa
+23,5.108947716205128,3.2934284625516597,1.5100254260483683,0.2615328841785692,Iris-setosa
+24,6.182186423944272,3.056550738982451,4.920463713866075,1.7130634500721464,Iris-virginica
+25,6.1845049613692336,3.0561737767913852,4.929220659845317,1.7535946223556436,Iris-virginica
+26,5.10894771677387,3.0691198993966418,1.510026291311395,0.2615344789340107,Iris-setosa
+27,5.1089477161730255,3.5860473713785983,1.5100223887571511,0.26153082206384376,Iris-setosa
+28,5.10894771915118,3.0546446248226267,4.8994982685088715,1.6654354885899096,Iris-setosa
+29,5.1089477161730255,3.9266668353950642,1.5100223892922873,0.26153083200767924,Iris-setosa
+30,6.184726102911407,3.0557014816772776,4.929681724613153,1.7730190544617042,Iris-virginica
+31,6.182509218472728,3.05567342947214,4.9237360199067,1.7360516375331878,Iris-virginica
+0,5.1089477161730255,4.428639307997543,1.5100223906374401,0.2615308907155862,Iris-setosa
+1,6.179424633904738,3.054050533525277,4.900495270619045,1.6678867951398493,Iris-versicolor
+2,6.179366633334259,3.067971095514424,1.5100663044098743,0.26160001402192906,Iris-setosa
+3,5.1089477161730255,3.900846945645425,1.510022390842046,0.26153085856186425,Iris-setosa
+4,6.187437332589363,3.055403723711931,4.9378670969230125,1.8090076432386268,Iris-virginica
+5,5.108947716173026,4.327008710532748,1.510022399439161,0.26153091980318927,Iris-setosa
+6,6.179435456332252,3.054072137839827,4.900735926706128,1.6689661688382618,Iris-versicolor
+7,6.17936855535539,3.0547755383498614,4.899621265082484,1.6657721293543533,Iris-versicolor
+8,5.1089477161754155,3.0554690767620296,1.5100225092014177,0.26153091322382627,Iris-setosa
+9,5.1089477161730255,4.303974354091362,1.5100223900700291,0.2615308614199055,Iris-setosa
+10,5.1089477161730255,4.14541409121721,1.5100223907780042,0.2615308473814257,Iris-setosa
+11,5.108947716173026,4.011133972956449,1.5100224016756918,0.26153087130381963,Iris-setosa
+12,6.179749813366546,3.0546986521954924,4.904835789737045,1.6791903728467175,Iris-versicolor
+13,5.108947716173934,3.9414280497248875,1.5100231479950406,0.2615319378144376,Iris-setosa
+14,5.108947716177103,3.151453186173575,1.5100231386904273,0.26153145526139654,Iris-setosa
+15,5.108947716175294,4.131229044901434,1.5100237894615418,0.26153270514310695,Iris-setosa
+16,5.108947716173026,3.9201756721466863,1.5100223970406716,0.2615308638098105,Iris-setosa
+17,5.1089477161730255,4.223413248256104,1.5100223893595925,0.261530843414801,Iris-setosa
+18,5.1089477161730255,4.3426418014246,1.510022388859142,0.26153085184424524,Iris-setosa
+19,6.180395639507729,3.054957424744711,4.910905212134626,1.6988127157766224,Iris-virginica
+20,6.1819669657396465,3.0550202954118655,4.918810141940151,1.7440427525855313,Iris-virginica
+21,6.180931799423388,3.054750187827803,4.912351903680134,1.731332524991014,Iris-virginica
+22,6.179366510921419,3.067640038139199,1.5100377571111776,0.26155749508591924,Iris-setosa
+23,6.179368466108709,3.0559809170383767,4.899635318096183,1.6659638903600327,Iris-setosa
+24,6.179375639890201,3.054027772118266,4.89978517108312,1.6660909145688783,Iris-versicolor
+25,5.1089477161730255,4.414914206963365,1.510022390954315,0.2615308830863776,Iris-setosa
+26,5.1089477162221035,3.076563333358619,1.5100236015540822,0.261532854633512,Iris-setosa
+27,5.108947716173055,3.4024675379695983,1.5100224766519372,0.26153092441287035,Iris-setosa
+28,6.185436110218243,3.0560876962310872,4.9332757254164505,1.744540541888371,Iris-virginica
+29,6.1797925092330095,3.054242783863888,4.904670360161099,1.686279504984141,Iris-virginica
+30,5.108947720290918,3.065377268055098,1.5100331972581116,0.26154130949270654,Iris-setosa
+31,6.179392362395914,3.0544490083979987,4.900244394731297,1.6671935258926347,Iris-versicolor
+0,6.179824518049866,3.0561921090551016,4.906675755052847,1.6764580651384675,Iris-versicolor
+1,6.181496037506955,3.055758906416238,4.917561491563757,1.7273982759538813,Iris-virginica
+2,6.184462952180043,3.0556486084600425,4.933553508653288,1.7422488030965648,Iris-virginica
+3,5.108947716173029,4.07454851651961,1.5100224234919155,0.26153093920194354,Iris-setosa
+4,5.108947716173179,3.0701537700855406,1.5100224609030295,0.26153087331274927,Iris-setosa
+5,6.181096271680647,3.054545881000171,4.913363447763249,1.719935132995719,Iris-virginica
+6,6.180310883950206,3.0542933670826056,4.907785410629367,1.700855031367425,Iris-virginica
+7,5.1089477161730255,3.387048320603347,1.5100223891860205,0.26153082917531656,Iris-setosa
+8,5.10894771617307,3.2262667662104505,1.5100224662249246,0.26153092582368287,Iris-setosa
+9,5.1089477161730255,4.482942628149739,1.51002239027154,0.26153089667207785,Iris-setosa
+10,6.188653455251921,3.055808699369638,4.946056521450009,1.7683970580115285,Iris-virginica
+11,5.108947716173035,3.715438767921465,1.51002244409995,0.26153092400677624,Iris-setosa
+12,5.1089477161730255,4.374543292931945,1.5100223892372653,0.2615308598222886,Iris-setosa
+13,5.108947716174537,3.054488902709799,1.5100224676187701,0.26153083984080805,Iris-setosa
+14,6.187800575847176,3.0558833077004453,4.939826284501555,1.7615951273197243,Iris-virginica
+15,5.108947716662619,3.417214739629552,1.5100346023581486,0.2615422717179359,Iris-setosa
+16,5.1089477161730255,4.426276627609471,1.5100223895571665,0.2615308698351353,Iris-setosa
+17,6.179395106899091,3.0540376593332668,4.900095881393355,1.6667729986302298,Iris-versicolor
+18,5.1089477161730255,3.7847530061198724,1.510022387123597,0.26153082349438983,Iris-setosa
+19,6.187147126450987,3.0554729664088813,4.937329693512108,1.7950760811132231,Iris-virginica
+20,5.108947716173028,3.153642060513955,1.5100223997951974,0.26153082046975196,Iris-setosa
+21,6.179401035857773,3.056040928100194,4.9004798268175325,1.6674070397367275,Iris-versicolor
+22,5.1089477161730255,3.8663318851387407,1.5100223928486507,0.2615308341146928,Iris-setosa
+23,5.10894771618319,3.221169773459044,1.5100236406070326,0.26153242005390653,Iris-setosa
diff --git a/iris/lct_gan/4/27/test.csv b/iris/lct_gan/4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/train.csv b/iris/lct_gan/4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/27/val.csv b/iris/lct_gan/4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/synth.csv b/iris/lct_gan/4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb80b66d630c60efbf35accd92b0301c6de79952
--- /dev/null
+++ b/iris/lct_gan/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795011906700426,3.054148177790742,4.9017460462793645,1.673738020922484,Iris-versicolor
+1,5.1089477161730255,4.47135342892729,1.5100223894246965,0.26153089058194207,Iris-setosa
+2,6.179379574084276,3.0541470093471466,4.899986858461094,1.6667318421136421,Iris-versicolor
+3,5.1089477161730255,3.084273362228651,1.5100223866245308,0.2615308115255003,Iris-setosa
+4,6.185849178733688,3.0556762410819904,4.935036141738918,1.7610606266593907,Iris-virginica
+5,5.108947716173027,3.372099583779682,1.510022401912959,0.26153083718060377,Iris-setosa
+6,5.1089477162006,3.0544801622486086,1.510022645992867,0.2615312135970584,Iris-setosa
+7,6.1845782961839,3.056274061601024,4.933876838685684,1.7368692711124083,Iris-virginica
+8,6.1793742491198085,3.0540419053239716,4.899722963658161,1.6661125674630923,Iris-versicolor
+9,6.1805096178260035,3.0551034417071796,4.910780341468907,1.7108555875315359,Iris-virginica
+10,5.108947716173796,3.063094994697889,1.5100225220604753,0.26153093356816226,Iris-setosa
+11,5.1089477161730255,4.462990646942296,1.510022392531453,0.26153091810339363,Iris-setosa
+12,6.179367326155354,3.086330970823342,1.510141219365657,0.2618008737976123,Iris-setosa
+13,6.183454446842046,3.056316716407984,4.926531103901666,1.7333659661690561,Iris-virginica
+14,6.188182407975996,3.055611024874371,4.940586688050169,1.7864609839136436,Iris-virginica
+15,5.1089477161968215,3.259477875661741,1.510024560601702,0.26153295937188814,Iris-setosa
+16,6.1819319178780265,3.0559049394778217,4.920221575131837,1.7265317874273525,Iris-virginica
+17,5.108947716173029,3.3923495402905264,1.510022408642537,0.2615308588360348,Iris-setosa
+18,5.1089477161730255,3.2808588143342776,1.5100223858740516,0.26153081499981345,Iris-setosa
+19,5.1089477161730255,4.523827271386816,1.5100223902481575,0.26153091863341255,Iris-setosa
+20,5.108947716233496,3.0542287992668506,4.8994920424839155,1.6654282900626942,Iris-setosa
+21,6.182979917856569,3.0563186654071175,4.926081761172448,1.7195604076542472,Iris-virginica
+22,5.108947716173026,3.9435000702475045,1.510022405224377,0.2615308657097533,Iris-setosa
+23,6.179366579283307,3.054008283740769,4.899500819559046,1.6654397037487827,Iris-versicolor
+24,6.179697263578812,3.054221836877469,4.9038281294195265,1.6836294063120423,Iris-virginica
+25,5.108947716173035,3.1960862829972077,1.5100224130468556,0.26153086965274047,Iris-setosa
+26,5.108947716175748,3.0565400616467726,1.5100225487045904,0.2615309939414155,Iris-setosa
+27,5.108947716173266,3.0550754009726617,1.51002241936657,0.2615308352202168,Iris-setosa
+28,5.108947716173026,3.328494370384005,1.510022394556024,0.26153083961943036,Iris-setosa
+29,5.108947716173043,4.067219375006168,1.5100224670940627,0.26153113090437496,Iris-setosa
+30,5.1089477161730255,4.468852682527268,1.5100223900761156,0.2615308889204029,Iris-setosa
+31,6.1829634445737955,3.055143014942251,4.923193726320177,1.7551902548206226,Iris-virginica
+0,6.1825061975981805,3.0566347425556493,4.922307735307403,1.7130834436020719,Iris-virginica
+1,6.179375083739862,3.0540227682286973,4.899761095141609,1.665851297802989,Iris-versicolor
+2,5.108947716173027,4.328347641745649,1.5100224124712465,0.26153097842332135,Iris-setosa
+3,6.182760097816288,3.0562478582786476,4.9258623317384185,1.7182127008331183,Iris-virginica
+4,6.179648299271298,3.0542126025004555,4.903290430143618,1.6844297494683125,Iris-versicolor
+5,5.1089477161730255,4.415087613753,1.5100223893977556,0.26153086430255285,Iris-setosa
+6,5.1089477161730255,4.196711281545047,1.5100223886760087,0.26153084425826956,Iris-setosa
+7,6.184041880403722,3.0553682730577845,4.927222232046807,1.7711906578955585,Iris-virginica
+8,5.1089477161730255,4.571322906806523,1.5100223910259296,0.26153094502114477,Iris-setosa
+9,6.180261523623503,3.054733220970294,4.90953579099199,1.6996215597720277,Iris-virginica
+10,6.185733495203889,3.0556735210358577,4.936457053554256,1.772483959998752,Iris-virginica
+11,5.1089477161730255,4.312990476809022,1.510022388789059,0.2615308496921571,Iris-setosa
+12,5.1089477161730485,3.068913123970933,1.5100224105659061,0.26153082870350275,Iris-setosa
+13,6.187591856631957,3.0558597045864127,4.940873366779104,1.778757523815513,Iris-virginica
+14,5.10894772097701,3.1893179573815575,1.5100442044518605,0.26156731185356447,Iris-setosa
+15,6.180588013372435,3.054491798840004,4.909607757711745,1.7249228563938395,Iris-virginica
+16,5.108947716178303,3.05490325222826,1.51002257373917,0.26153090406009116,Iris-setosa
+17,6.179372482157603,3.069882685134256,1.5103018316551253,0.26214086478343485,Iris-setosa
+18,5.108947716858348,3.0582252433723887,1.5100260988605523,0.2615330779743452,Iris-setosa
+19,5.108947716173027,3.3429623747485255,1.5100223980998588,0.26153083855394316,Iris-setosa
+20,5.108947716506266,3.063010441339906,1.510025206133383,0.26153309752483783,Iris-setosa
+21,6.179520759850309,3.0547620588625635,4.902354946426313,1.6753750996683094,Iris-versicolor
+22,5.1089477161730255,4.571171446330727,1.510022390730962,0.261530953583202,Iris-setosa
+23,5.1089477161730255,4.5326060029913915,1.5100223907985437,0.26153093426505125,Iris-setosa
+24,6.179440345955709,3.0557379449657707,4.901102354928723,1.670093406861345,Iris-versicolor
+25,5.1089477161730255,3.9616733696905544,1.5100223877483376,0.2615308285712843,Iris-setosa
+26,6.182453267107399,3.055340562858225,4.921611596608278,1.7381474736633016,Iris-virginica
+27,5.1089477161730255,4.467357139121709,1.5100223902385053,0.2615308901766569,Iris-setosa
+28,5.108947716297887,3.055366698966796,1.5100230740933998,0.2615322600050541,Iris-setosa
+29,6.1793668102298,3.0543421939381643,4.899530411774814,1.6655195709298165,Iris-versicolor
+30,6.1795778950247735,3.054153184728766,4.902934061722035,1.6771334022399156,Iris-versicolor
+31,5.108947717811931,3.054107439004885,4.899494499009057,1.6654305653276749,Iris-setosa
+0,5.10894771802764,3.0656918809891023,1.510029683829872,0.26153877132034675,Iris-setosa
+1,6.179788474312297,3.05526270391482,4.905738956944509,1.6829853931143857,Iris-versicolor
+2,6.184451746429613,3.0562822598742003,4.931192110383438,1.7241430043218868,Iris-virginica
+3,5.108947716184257,3.257188645876854,1.5100238021905963,0.26153269865854484,Iris-setosa
+4,5.108947716173027,3.181177085600472,1.5100223981863932,0.2615308314390435,Iris-setosa
+5,6.179417572722683,3.0540803726378707,4.900514715926356,1.668575217513973,Iris-versicolor
+6,6.185167008370991,3.056437713131804,4.933326315596456,1.7347344267179685,Iris-virginica
+7,5.10894771617303,3.0763177799941293,1.5100223957117687,0.26153081942678424,Iris-setosa
+8,5.108947716173026,3.930578327941067,1.5100224019846384,0.2615308541794289,Iris-setosa
+9,5.1089477161730255,4.208558890885384,1.5100223882118113,0.2615308351485009,Iris-setosa
+10,6.179374747139483,3.0604341023494213,4.899985074037496,1.6666244362297709,Iris-setosa
+11,6.185060419883637,3.0561343216835715,4.9332100207166585,1.735609711353616,Iris-virginica
+12,6.187279664271623,3.0558287920716016,4.942280120848146,1.7619762050441539,Iris-virginica
+13,6.18747379502621,3.055879740136517,4.940590293147669,1.760999210502844,Iris-virginica
+14,5.10894771617613,3.650764578067938,1.5100234733154339,0.26153249519472044,Iris-setosa
+15,6.181102239528819,3.055545936554098,4.916283149942039,1.7147481039901311,Iris-virginica
+16,6.179596824162474,3.0541660945840894,4.90279476284954,1.6785078114186316,Iris-versicolor
+17,5.1089477161730255,4.359677910887137,1.5100223889646494,0.26153085237568274,Iris-setosa
+18,6.179366539068406,3.0548253482073324,4.899513281079261,1.6654802450030106,Iris-setosa
+19,6.183775409708223,3.0556496384009373,4.927660299857045,1.7535053757796673,Iris-virginica
+20,6.179370279501711,3.0579644143624423,4.899788569426871,1.6660807464127405,Iris-setosa
+21,6.185619543465546,3.0559131431844495,4.932480956189934,1.770291086080282,Iris-virginica
+22,5.1089477161730255,4.067758759761807,1.5100223904008085,0.2615308421690469,Iris-setosa
+23,5.108947716295499,3.3724539703827423,1.5100278705187056,0.26153684831122587,Iris-setosa
+24,6.185613580497623,3.0561377703152863,4.938313094071723,1.740468941737856,Iris-virginica
+25,5.1089477161730255,4.381045789957424,1.5100223892069025,0.261530864941627,Iris-setosa
+26,5.108947716173175,3.055133285743839,1.5100224144483243,0.2615308263438711,Iris-setosa
+27,6.179454338448529,3.0560851823542485,4.901499287243729,1.6699494713088994,Iris-versicolor
+28,5.1089477161730565,3.065404424847572,1.510022411019198,0.26153083531680377,Iris-setosa
+29,5.108947716173026,3.150653710552421,1.5100223939876423,0.26153081774589254,Iris-setosa
+30,6.181614019111466,3.055635839144964,4.917169783493874,1.714878939587968,Iris-virginica
+31,5.108947716173032,3.056843379844031,1.5100223917442233,0.2615308131615086,Iris-setosa
+0,5.1089477161730255,3.98421872516723,1.5100223891967464,0.261530834067657,Iris-setosa
+1,5.10894771617303,3.4251559051064127,1.5100224093413506,0.2615308821507203,Iris-setosa
+2,6.182587255407956,3.0549718383831683,4.9223541482018405,1.7406288247242254,Iris-virginica
+3,5.108947718005512,3.132001037415549,1.5100350289008444,0.26154598715672406,Iris-setosa
+4,6.180452631150565,3.0545054116480994,4.910425443383057,1.7071209703670458,Iris-virginica
+5,6.189415688899228,3.0554751443173096,4.943828627475948,1.8019505536040423,Iris-virginica
+6,5.108947716173202,3.220853934577417,1.5100225375044796,0.26153109735557606,Iris-setosa
+7,5.1089477161730255,4.003975662374209,1.510022388517422,0.2615308314775635,Iris-setosa
+8,5.1089477162125645,3.5292617994899214,1.510025227392783,0.26153742946939107,Iris-setosa
+9,5.108947716173027,3.078846426160792,1.510022389295974,0.2615308176518373,Iris-setosa
+10,5.1089477161730255,4.349023233103779,1.5100223959566872,0.26153089875195434,Iris-setosa
+11,5.1089477161730334,3.8972966914859115,1.5100224363821924,0.2615309544346893,Iris-setosa
+12,6.1817939985363575,3.0552085423658912,4.918240155076476,1.7192411343419227,Iris-virginica
+13,5.1089477161730255,4.274137979806036,1.510022388799484,0.2615308477850359,Iris-setosa
+14,5.108947716173027,3.3621873971893184,1.5100224043507051,0.2615308346098992,Iris-setosa
+15,6.182211504070229,3.054824223231348,4.9189194595649,1.7326020815147691,Iris-virginica
+16,6.187406016027208,3.055517819248163,4.938319844640242,1.7815940340953624,Iris-virginica
+17,5.1089477161730255,4.393566213520172,1.5100223894085485,0.261530861003716,Iris-setosa
+18,5.108947716173028,3.0875165676234366,1.5100223942624245,0.2615308194642296,Iris-setosa
+19,6.184180703288759,3.056413797694937,4.928820125070974,1.7358169484674886,Iris-virginica
+20,6.17937163985667,3.0540228584733566,4.899643802108258,1.6656344965568735,Iris-versicolor
+21,5.1089477161954155,3.183305581819208,1.5100240779230596,0.2615331542246939,Iris-setosa
+22,6.181780023244238,3.055967964696482,4.921266051295972,1.7101937651493004,Iris-virginica
+23,5.108947716173026,3.7382052350859345,1.5100223978131841,0.26153084180381,Iris-setosa
diff --git a/iris/lct_gan/4/28/test.csv b/iris/lct_gan/4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/train.csv b/iris/lct_gan/4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/28/val.csv b/iris/lct_gan/4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/synth.csv b/iris/lct_gan/4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..339ffb439c4c92febc6bfcba7bc9a43176bbd6ca
--- /dev/null
+++ b/iris/lct_gan/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367263943916,3.0543489760426104,4.899554716085293,1.6655957652101148,Iris-versicolor
+1,5.108947716173026,4.333939933435632,1.5100224020751252,0.26153093479417,Iris-setosa
+2,5.108947716173026,4.476721620933698,1.5100224052577669,0.26153101707265797,Iris-setosa
+3,5.108947716173026,3.1226112542341125,1.5100223927786753,0.26153081882032786,Iris-setosa
+4,6.181169653729159,3.055734834012997,4.915391260389428,1.7145107264993895,Iris-virginica
+5,5.108947716178728,4.2230335667232435,1.5100246854015065,0.2615340163385591,Iris-setosa
+6,5.108947738702177,3.0651924848257073,1.5100446156368332,0.2615624505055603,Iris-setosa
+7,5.1089477161730255,4.485719918711009,1.51002239086104,0.26153091004041973,Iris-setosa
+8,5.1089477161730255,3.8804373374289716,1.5100223902801948,0.26153083072171307,Iris-setosa
+9,6.179366491889446,3.0651128706762676,1.510027506509941,0.2615429486362875,Iris-setosa
+10,5.1089477161730334,3.0601501755364207,1.5100223953221703,0.2615308165624362,Iris-setosa
+11,5.108947716173033,3.0634053043384006,1.510022394187077,0.26153081907142484,Iris-setosa
+12,6.187513603222798,3.0558648635478782,4.942765123713518,1.7640933789167144,Iris-virginica
+13,6.179392473868225,3.05406009103543,4.900157106005184,1.6670709228827845,Iris-versicolor
+14,6.184332120355257,3.0559959735346283,4.929927237068296,1.7541631981508568,Iris-virginica
+15,5.1089477161730255,3.173391192869886,1.5100223876800303,0.26153081393320354,Iris-setosa
+16,6.179416618045628,3.054056167058473,4.9004390118101515,1.6680311534096124,Iris-versicolor
+17,5.1089477161730255,4.44145214300948,1.5100223897961471,0.2615308775124793,Iris-setosa
+18,6.179366967654446,3.054314315905329,4.899543407212188,1.6655334544752414,Iris-versicolor
+19,5.108947716173138,3.0590884376815897,1.5100224235993045,0.261530843646351,Iris-setosa
+20,5.1089477287870855,3.0540889156144853,4.899498725898716,1.6654372515481706,Iris-versicolor
+21,5.1089477161730255,3.3255014547134008,1.510022390017731,0.26153082020335167,Iris-setosa
+22,6.179366569734644,3.0579959299903563,1.5100449354548358,0.26156882764662304,Iris-setosa
+23,5.1089477161730255,4.328264905172816,1.5100223890165996,0.2615308573718227,Iris-setosa
+24,5.108947716173026,3.1685306768018195,1.5100223921798746,0.26153081811253237,Iris-setosa
+25,6.180220960033983,3.056027064548379,4.910329237619857,1.6866103802860895,Iris-versicolor
+26,6.180335508295702,3.055622286909789,4.910197265412337,1.689350585242901,Iris-versicolor
+27,5.108947716173026,3.1428435339164684,1.5100223900299516,0.2615308179914597,Iris-setosa
+28,6.179496817487025,3.0562644653209317,4.901992903220131,1.6730359259983694,Iris-versicolor
+29,5.108947716173026,3.1406413745862256,1.5100223895333933,0.2615308153832314,Iris-setosa
+30,6.179366756858154,3.0540208966719673,4.89951070690929,1.6654710120171756,Iris-versicolor
+31,6.17936654233134,3.054013503161173,4.899498601550895,1.6654368795580783,Iris-versicolor
+0,5.108947716173055,4.327512754510702,1.510022520945784,0.2615313557286823,Iris-setosa
+1,6.180734751586705,3.0546047403715346,4.910895078465071,1.7195395103697868,Iris-virginica
+2,5.1089477161730255,4.3297596243036764,1.5100223938754416,0.2615308881604463,Iris-setosa
+3,6.179366618590384,3.054019441387418,4.899503823592204,1.6654536731562728,Iris-versicolor
+4,6.179369364245199,3.074032191829101,1.5102221626402539,0.2619733490597108,Iris-setosa
+5,5.1089477161730255,4.038358735894844,1.5100223878713643,0.26153083170577635,Iris-setosa
+6,6.184858285868174,3.0563228608365387,4.931652334066081,1.7274217735717867,Iris-virginica
+7,5.108947716173026,3.0996279062293235,1.510022391817594,0.2615308154832146,Iris-setosa
+8,6.179584538330002,3.0542762429317105,4.9030674905859275,1.6781283568634475,Iris-versicolor
+9,6.18015931324299,3.0554906049013524,4.90922100469673,1.692862709133934,Iris-versicolor
+10,6.179374600367744,3.0541672299364566,4.899768547510128,1.6662862876614082,Iris-versicolor
+11,6.17936669658553,3.05408903762817,4.8995164951745585,1.665468192416965,Iris-versicolor
+12,6.186365530064511,3.0558172566530835,4.933941161379323,1.765472195122282,Iris-virginica
+13,6.182421181905919,3.055338024329617,4.9203397147709795,1.755459665026248,Iris-virginica
+14,6.181978931588962,3.055197720641274,4.919616059453861,1.739730244755081,Iris-virginica
+15,5.1089477161730255,4.379452673034465,1.5100223903485355,0.2615308707446084,Iris-setosa
+16,6.179498672613719,3.0543700980565966,4.902093108632645,1.6744795841448215,Iris-versicolor
+17,6.188669251922936,3.056028291099718,4.94638990073077,1.745308041560797,Iris-virginica
+18,6.179371781346805,3.054103488105931,4.89969863511262,1.6659893727917388,Iris-versicolor
+19,6.179574926155386,3.054918604948231,4.903328466970783,1.6736688241571758,Iris-versicolor
+20,6.17938031685991,3.0616417275688437,4.90018422118283,1.66701142740854,Iris-setosa
+21,6.179571632836542,3.0541512640162805,4.902046260929993,1.675086627419833,Iris-versicolor
+22,5.1089477161730255,4.40312780001937,1.5100223938016755,0.2615308994735918,Iris-setosa
+23,5.1089477161730255,4.399139443857759,1.5100223935185761,0.26153089925316836,Iris-setosa
+24,6.179375985341479,3.0540619911335014,4.899865393760485,1.6665722381859551,Iris-versicolor
+25,6.180964073037364,3.054848509702511,4.913189210243107,1.7226828632587925,Iris-virginica
+26,5.1089477161730255,4.254590408372401,1.5100223886672497,0.26153084982870684,Iris-setosa
+27,6.17936849545727,3.055519952582166,4.899647127621634,1.665821399372139,Iris-setosa
+28,5.1089477161730255,4.468951801559727,1.5100223902564764,0.2615308945313556,Iris-setosa
+29,5.1089477161730255,4.309056831880504,1.5100223891042552,0.26153084961363876,Iris-setosa
+30,5.108947718877043,3.1999301721386653,1.5100408559993186,0.26155514236303007,Iris-setosa
+31,5.108947716173027,3.542117651337671,1.5100224025787248,0.26153086048697716,Iris-setosa
+0,6.179366728170134,3.054482381662568,4.899523967849903,1.6655219061473174,Iris-setosa
+1,6.18385794553647,3.055210883680339,4.925694067799173,1.7690203680525038,Iris-virginica
+2,5.108947716173026,3.5882966624784984,1.5100223988823296,0.2615308361774265,Iris-setosa
+3,5.1089477161730255,4.4017189084914605,1.5100223906983556,0.2615308802764375,Iris-setosa
+4,5.108947716173056,3.0633735327345546,1.5100224106559381,0.2615308274683525,Iris-setosa
+5,6.180326010109774,3.054464596970007,4.908788611084833,1.7074927430086837,Iris-virginica
+6,6.186925905430461,3.055742889406526,4.9380265935653025,1.7784978297868,Iris-virginica
+7,6.182091155718921,3.056592409127277,4.92188342658784,1.705647524210114,Iris-virginica
+8,5.1089477161730255,4.420019867478395,1.5100223925345302,0.26153089744670466,Iris-setosa
+9,6.179439033740451,3.0570321697407175,4.901145172008084,1.6687159740201196,Iris-versicolor
+10,6.1816366359314,3.0551711288271237,4.918019731348426,1.7300874448806893,Iris-virginica
+11,6.180401020854467,3.0555374473900336,4.910075058704181,1.697824921858019,Iris-versicolor
+12,6.180632638026861,3.0545797952453206,4.910536763666045,1.7172671876185466,Iris-virginica
+13,5.108947716173026,4.045534665348757,1.5100224034713805,0.26153089299752413,Iris-setosa
+14,5.1089477161730255,3.2334065048533955,1.5100223865360827,0.2615308138220205,Iris-setosa
+15,6.17949774708744,3.054426801429422,4.902060955493441,1.6727970093516646,Iris-versicolor
+16,6.1793669584357245,3.06411793730739,1.5101008885908385,0.2616384644281892,Iris-setosa
+17,6.179378117072392,3.0540395686537414,4.899949511562199,1.6666200115642082,Iris-versicolor
+18,5.1089477161730255,3.1736658824130632,1.5100223865281064,0.26153081323564376,Iris-setosa
+19,6.184199190371701,3.055299383233315,4.925250758058356,1.7849669895759885,Iris-virginica
+20,5.1089477161730255,4.496065802585551,1.5100223905082457,0.26153090952838104,Iris-setosa
+21,5.108947716174785,3.0549552625329204,1.5100224840332468,0.26153087476336784,Iris-setosa
+22,5.1089477161730255,4.351189942182353,1.5100223892573492,0.26153086418305477,Iris-setosa
+23,6.182119540122495,3.054555765957523,4.9163098520518815,1.7367138122818122,Iris-virginica
+24,5.1089477161730255,4.323767971522412,1.5100223889836408,0.26153086082713795,Iris-setosa
+25,5.108947717265276,3.509985053811816,1.5100404079487688,0.2615522351119059,Iris-setosa
+26,5.1089477161730255,4.451045258015884,1.510022391690446,0.2615309014398041,Iris-setosa
+27,6.18123588778055,3.0548148737708156,4.914635956506054,1.7218452100484323,Iris-virginica
+28,6.179457814183044,3.0541413119205876,4.9011311233058255,1.671376323536186,Iris-versicolor
+29,5.1089477161730255,4.424354315978915,1.5100223972113072,0.26153092692691665,Iris-setosa
+30,5.10894771617312,3.5285768272157116,1.5100225374724725,0.2615311663035912,Iris-setosa
+31,6.179588428128647,3.0541694986162238,4.902436328844666,1.6772465004315122,Iris-versicolor
+0,6.179368300348727,3.0540200588042077,4.8995928015352535,1.665597703148786,Iris-versicolor
+1,5.108947716173027,3.9279806262296684,1.51002240795915,0.26153087048534734,Iris-setosa
+2,6.18011936813797,3.054837485783069,4.909399546915902,1.693576844874333,Iris-virginica
+3,5.108947716173116,3.0585364010337934,1.5100224154693453,0.26153084750674915,Iris-setosa
+4,5.1089477161730255,3.8442527085210694,1.510022387354269,0.26153082252222365,Iris-setosa
+5,6.179366491578554,3.0543677538996494,4.8994949027268815,1.6654350776232365,Iris-setosa
+6,6.188138595185962,3.055714103786072,4.943501445335903,1.784291033386371,Iris-virginica
+7,5.1089477161730255,4.491770094995847,1.5100223897729852,0.26153089633029336,Iris-setosa
+8,5.1089477161730255,4.043553108974268,1.510022389216253,0.26153084388505377,Iris-setosa
+9,6.18032472303107,3.0545595155420724,4.908796191795057,1.711209797318802,Iris-virginica
+10,5.108947716173027,3.797414380656014,1.5100224046639197,0.2615308522518092,Iris-setosa
+11,5.1089477161730255,4.115251407185732,1.5100223919524027,0.261530845076907,Iris-setosa
+12,6.180118350954502,3.055752877498835,4.908822671126758,1.6846622558199909,Iris-versicolor
+13,6.180153500604187,3.0546857802485543,4.90842222937206,1.705185271710138,Iris-virginica
+14,5.108947716173027,3.5461180109995745,1.5100224001777693,0.26153085075716004,Iris-setosa
+15,6.181667081717578,3.0547661363156555,4.916374024663404,1.7318663470197835,Iris-virginica
+16,6.179369185746731,3.054256311749151,4.899629534682813,1.6657159727708541,Iris-versicolor
+17,6.183379141452279,3.0553837208631545,4.925631883775691,1.75049148164946,Iris-virginica
+18,6.181485879267259,3.0552786490822306,4.917775522731668,1.7237775612246444,Iris-virginica
+19,6.187198196172286,3.056018586351837,4.939679447911109,1.7455460715818887,Iris-virginica
+20,5.108947716176108,3.064885879591603,1.5100226051800607,0.2615312117422428,Iris-setosa
+21,5.108947716173198,3.2515883046292706,1.5100225491537003,0.2615310478563478,Iris-setosa
+22,5.108947716175684,3.2391154314131754,1.5100230992536439,0.26153161322298896,Iris-setosa
+23,6.188150748402006,3.055903936301706,4.945336092898389,1.757590744320568,Iris-virginica
diff --git a/iris/lct_gan/4/29/test.csv b/iris/lct_gan/4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/train.csv b/iris/lct_gan/4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/29/val.csv b/iris/lct_gan/4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/synth.csv b/iris/lct_gan/4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c00995c582d3856db4140e705bd96f30896eff5
--- /dev/null
+++ b/iris/lct_gan/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.185331355658999,3.0557992813872463,4.932395815856093,1.762915692140943,Iris-virginica
+1,6.182899682020275,3.0552526457913607,4.921736482125873,1.7706551327625755,Iris-virginica
+2,6.18115543721327,3.055870672309881,4.91487667884032,1.7063560318762436,Iris-virginica
+3,6.181029385941629,3.0558124613303823,4.916007813356367,1.7085208959294376,Iris-virginica
+4,6.179559579469536,3.0542063175945433,4.902335078524502,1.6772518258948315,Iris-versicolor
+5,6.183963934798882,3.056152916161627,4.928678078601404,1.7375503366146667,Iris-virginica
+6,6.179409379126624,3.0540556233045684,4.900369822879773,1.6683139853488753,Iris-versicolor
+7,5.1089477161730255,4.341909021217894,1.5100223935223378,0.2615308889022859,Iris-setosa
+8,6.186940730234612,3.0552788404604625,4.935682532906585,1.8124493232157204,Iris-virginica
+9,5.1089477161730255,3.949232797739195,1.5100223901874044,0.2615308307317202,Iris-setosa
+10,6.181915345595902,3.0557765305201245,4.919193165570913,1.7261714732186615,Iris-virginica
+11,5.108947716173035,3.114802114381179,1.5100224080493287,0.2615308504744808,Iris-setosa
+12,5.108947716173448,3.1483013979945373,1.5100226284200895,0.2615310256762019,Iris-setosa
+13,6.18643899594874,3.055766340585159,4.937509760784452,1.773976362162353,Iris-virginica
+14,6.181402285993484,3.05486519371869,4.914425763375593,1.7419135460533157,Iris-virginica
+15,5.108947720085751,3.1078552882158443,1.5100390999265376,0.26154767447665095,Iris-setosa
+16,6.18370686485861,3.0562535098730383,4.927332239111277,1.721686240604553,Iris-virginica
+17,6.181628638247953,3.0546473282665465,4.914983107384332,1.7473072901484965,Iris-virginica
+18,5.1089477161730255,3.6408954340719717,1.5100223871303884,0.2615308200591186,Iris-setosa
+19,5.10894771617305,3.0698773289586296,1.5100224050182558,0.26153084436593466,Iris-setosa
+20,5.108947716197189,3.713250473149232,1.5100254399037665,0.26153569940119753,Iris-setosa
+21,5.108947716173027,3.9368628043088694,1.5100224105427449,0.2615308823764022,Iris-setosa
+22,6.179366583004578,3.054056205796969,4.899505597060865,1.6654485764672904,Iris-versicolor
+23,6.183642684695153,3.0550993949933356,4.922981718134123,1.7903975037563946,Iris-virginica
+24,5.1089477161730255,3.534516293105146,1.5100223862724218,0.26153081748420953,Iris-setosa
+25,6.179372913155545,3.0540960699166395,4.899732662128663,1.6659714142898634,Iris-versicolor
+26,6.179377528330999,3.0545017398424004,4.899841160994888,1.6662757550568743,Iris-versicolor
+27,6.179850106811131,3.054295603903733,4.904902534849841,1.6942153392965542,Iris-virginica
+28,6.179479566109444,3.0541383884847737,4.901407459266423,1.6739247906062644,Iris-versicolor
+29,6.17938597127323,3.0540487136712327,4.899972630168388,1.666461665388771,Iris-versicolor
+30,5.108947716337385,3.1813075528300474,1.5100266094642372,0.26153628408887225,Iris-setosa
+31,5.1089477161730255,3.880733355079965,1.510022391863528,0.2615308382009751,Iris-setosa
+0,6.180193216860357,3.0551758735382317,4.908687418999658,1.7033431817945965,Iris-versicolor
+1,5.108947716173026,3.1073504553812463,1.5100223877116632,0.2615308161364511,Iris-setosa
+2,6.180072979142566,3.0543312951390327,4.907031105730079,1.6954771078705815,Iris-virginica
+3,5.1089477161730255,3.2249284274449903,1.5100223890555087,0.261530819207308,Iris-setosa
+4,5.108947720458887,3.1728789190242424,1.5100417486868793,0.26155983858395415,Iris-setosa
+5,5.108947716173026,3.097089449261859,1.5100223868936535,0.2615308145891445,Iris-setosa
+6,5.108947716210765,3.174423622687974,1.5100243387340941,0.2615340793877038,Iris-setosa
+7,6.17942158495786,3.0540775174157693,4.900598397063371,1.669566794885112,Iris-versicolor
+8,5.108947716191156,3.054909273397964,1.5100226596616495,0.261531211216417,Iris-setosa
+9,5.108947716173027,3.068416962119781,1.5100223896365157,0.26153081429886277,Iris-setosa
+10,6.179397541062507,3.0561430425742753,4.9003649148232755,1.667457374092689,Iris-versicolor
+11,6.17936824476508,3.0540532989256355,4.899563034577118,1.6655815683545365,Iris-versicolor
+12,5.1089477161730255,4.080270219337212,1.5100223877442238,0.26153082843316355,Iris-setosa
+13,5.108947716196817,3.3802457875877217,1.5100245432213413,0.2615345262403763,Iris-setosa
+14,6.179372756592669,3.0568181396512215,4.899814407147754,1.666316578630047,Iris-setosa
+15,5.108947716173045,3.90400984221395,1.5100224849466382,0.26153099013618586,Iris-setosa
+16,5.108947716173088,3.0567175598252967,1.51002240949715,0.26153082888149937,Iris-setosa
+17,6.179366767489212,3.0544103636793962,4.899533125219292,1.6655117007701858,Iris-versicolor
+18,5.108947716173026,4.00077964026625,1.51002239944407,0.2615308752585828,Iris-setosa
+19,5.1089477161730255,4.4627481041123485,1.5100223905982089,0.26153089975315186,Iris-setosa
+20,6.1821818293635,3.0563173716419723,4.920858013979174,1.717785254302014,Iris-virginica
+21,5.1089477161730255,4.136091956517842,1.5100223947383673,0.2615308572413348,Iris-setosa
+22,5.1089477161730255,4.297462583975529,1.5100223895722065,0.26153085860091263,Iris-setosa
+23,5.1089477161730334,3.093465116633667,1.5100224017438848,0.26153083599079296,Iris-setosa
+24,5.108947716173026,3.08304102647731,1.5100223877655436,0.26153081460752997,Iris-setosa
+25,6.179366616139781,3.0988540346409827,1.510081725845982,0.2616155090002516,Iris-setosa
+26,6.179482040646577,3.0543984412783964,4.902289254233364,1.6720607018534654,Iris-versicolor
+27,5.1089477161730255,4.213065921900841,1.5100223951095773,0.2615308732048791,Iris-setosa
+28,6.180647891247216,3.054372642169586,4.90943543217523,1.7076096438208952,Iris-virginica
+29,5.108947716173039,3.4597577205250833,1.5100224456311875,0.2615309042351309,Iris-setosa
+30,5.108947716274431,3.6538799242898103,1.5100285355502059,0.2615385619555325,Iris-setosa
+31,5.1089477161730255,4.520972499003914,1.5100223934867403,0.2615309550445484,Iris-setosa
+0,5.1089477161730255,4.2143423112710146,1.5100223899233685,0.26153084875987254,Iris-setosa
+1,6.183217224180019,3.0554890803151427,4.925527410989256,1.7411088978280613,Iris-virginica
+2,5.108947716173033,3.130836330827337,1.5100224065244692,0.2615308419942549,Iris-setosa
+3,5.1089477161730255,4.401825033858854,1.510022389005534,0.26153086763303174,Iris-setosa
+4,6.182368616736685,3.05465136371101,4.918250674894809,1.7526809493595026,Iris-virginica
+5,5.1089477161730255,3.4184738707482314,1.5100223865262805,0.26153081674636647,Iris-setosa
+6,5.10894773028704,3.0543143629700866,4.89950382043725,1.6654451970228032,Iris-setosa
+7,5.1089477161730255,4.371390751314317,1.5100223915139188,0.2615308777561073,Iris-setosa
+8,5.1089477161730255,4.51552280683672,1.5100223904066206,0.2615309060889894,Iris-setosa
+9,6.186901137466189,3.055627634532761,4.93620497500653,1.7769894928320507,Iris-virginica
+10,6.185972898640342,3.055467132894489,4.934151170033849,1.7676823610950283,Iris-virginica
+11,6.189112131094922,3.0558406873053445,4.9485021470541595,1.7611699776954524,Iris-virginica
+12,5.108947716175394,3.05427416413346,4.899491475332907,1.6654275648791494,Iris-setosa
+13,5.1089477161730255,3.9063079200725506,1.5100223882777866,0.26153082711265974,Iris-setosa
+14,5.108947716173026,4.321049204464714,1.5100224007239766,0.2615309109044066,Iris-setosa
+15,6.179382945571538,3.0560946029527463,4.9001107645854,1.6665781541892413,Iris-versicolor
+16,6.179469340417726,3.0543350002246217,4.901661412863505,1.6728226684763545,Iris-versicolor
+17,5.1089477161730255,3.541973557816991,1.5100223897795686,0.26153082446328724,Iris-setosa
+18,5.1089477161752095,3.055810199203458,1.510022506124652,0.2615309632165888,Iris-setosa
+19,6.1810736531177675,3.0548859371267656,4.913949845168317,1.7262204782479502,Iris-virginica
+20,6.179484349287901,3.054112105673016,4.901550921158868,1.67310474021776,Iris-versicolor
+21,5.1089477161730255,3.874595599608443,1.5100223868302867,0.26153082203149525,Iris-setosa
+22,5.108947716173032,3.5026584366396367,1.5100224218904221,0.2615308759753378,Iris-setosa
+23,5.108947716173026,3.584371466365638,1.510022401068026,0.26153083665896254,Iris-setosa
+24,5.1089477161730255,3.6594471271186673,1.5100223867692328,0.26153081867055356,Iris-setosa
+25,5.1089477162773305,3.060754764525962,1.5100234751766366,0.26153307663929365,Iris-setosa
+26,5.108947716404185,3.226052828288389,1.5100291699802846,0.26153639295382103,Iris-setosa
+27,5.1089477176653775,3.103812095248042,1.5100329185129964,0.2615400984698745,Iris-setosa
+28,5.1089477161730255,3.53197448752172,1.5100223919880706,0.26153082598979355,Iris-setosa
+29,5.108947716173029,4.102632997968235,1.5100224241918514,0.2615309652404166,Iris-setosa
+30,5.108947716183387,3.9947101965603427,1.510025148110828,0.2615339150715358,Iris-setosa
+31,6.179602443225303,3.054716026259996,4.903447540323924,1.6771100734642383,Iris-versicolor
+0,6.18203511772916,3.055614369163695,4.919856892786359,1.7473832903583668,Iris-virginica
+1,5.1089477161730255,3.590818788503505,1.5100223882216368,0.26153082327840305,Iris-setosa
+2,6.1793668593287165,3.054029476247342,4.899514633293113,1.6654680599513922,Iris-versicolor
+3,6.17937475762031,3.055440371134054,4.899878880802896,1.666048084668795,Iris-versicolor
+4,6.18558191325467,3.0555547093644475,4.936618491883924,1.7610096836149622,Iris-virginica
+5,6.179502459197262,3.054176563360761,4.901943615705994,1.6764848629286182,Iris-versicolor
+6,5.10894771617322,3.8135549156589486,1.5100227026502764,0.26153128698469413,Iris-setosa
+7,5.108947716194453,3.0543564868584125,4.899491739803229,1.6654280826681953,Iris-setosa
+8,6.179366520059177,3.0543135717488843,4.899501959939771,1.665466454395368,Iris-setosa
+9,6.179421645203889,3.054127253154423,4.90063820145921,1.6689405712961238,Iris-versicolor
+10,5.108947716173033,4.2413877944625495,1.5100224503767516,0.2615310453898387,Iris-setosa
+11,5.1089477161730255,4.509376911652554,1.510022389947508,0.2615309010975069,Iris-setosa
+12,6.180280804182753,3.054681823438206,4.908842322503849,1.7114273215736433,Iris-virginica
+13,6.18010916231584,3.0542819779899513,4.906300524748639,1.6943814311092043,Iris-virginica
+14,5.108947716173051,3.545030998741314,1.5100224670844982,0.2615309834017688,Iris-setosa
+15,5.1089477161730255,4.428114760186471,1.510022392506743,0.26153090688426844,Iris-setosa
+16,5.108947716173112,4.082514822374766,1.5100226118484787,0.2615313525284691,Iris-setosa
+17,5.1089477161730255,4.415345508699202,1.5100223892565803,0.261530867943271,Iris-setosa
+18,6.1794557184317185,3.0544474289238686,4.9013828874237015,1.6712798403986275,Iris-versicolor
+19,6.183168614801734,3.0551920783038744,4.924961784323727,1.7364883565205662,Iris-virginica
+20,6.17973073627449,3.0542697408764043,4.904174559590976,1.6882066359175527,Iris-virginica
+21,6.179519520974964,3.0541454645238466,4.902096470237544,1.674750558791961,Iris-versicolor
+22,5.108947716173085,3.0600260545780564,1.510022413442338,0.26153083788018183,Iris-setosa
+23,5.1089477161730255,4.069963076373486,1.5100223878656864,0.26153083322312587,Iris-setosa
diff --git a/iris/lct_gan/4/3/test.csv b/iris/lct_gan/4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/train.csv b/iris/lct_gan/4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/3/val.csv b/iris/lct_gan/4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/synth.csv b/iris/lct_gan/4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e20975181d9a1a5d794a65452199ff8b0784df8
--- /dev/null
+++ b/iris/lct_gan/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.603375171049963,1.510022387738182,0.2615308305034304,Iris-setosa
+1,6.184937349050189,3.0554728640788804,4.9322950450951915,1.7570619141489765,Iris-virginica
+2,6.181611375584795,3.056569019125282,4.919993209558472,1.7014011633812482,Iris-virginica
+3,6.179650467365789,3.054146330442428,4.9033283516733235,1.6798383762674647,Iris-virginica
+4,6.182081652652744,3.0551741507316663,4.919421524890858,1.7382848182513804,Iris-virginica
+5,5.108947716180767,3.0602664022936463,1.5100227871068013,0.2615311185750427,Iris-setosa
+6,5.1089477161730255,3.329888476484516,1.5100223882981414,0.2615308191118291,Iris-setosa
+7,5.108947716173027,3.080355510532145,1.510022390382585,0.261530818096712,Iris-setosa
+8,5.1089477161730255,3.4550913469070292,1.510022386661075,0.26153081594646127,Iris-setosa
+9,5.108947716187886,3.606790707813488,1.510024801611052,0.26153357136367317,Iris-setosa
+10,6.180841504346748,3.0550569963635463,4.9142072938417645,1.7092085422002763,Iris-virginica
+11,6.179367873545431,3.0596616764616256,4.899688198946014,1.6658776208518205,Iris-setosa
+12,5.1089477161730255,4.059118506306529,1.510022389746151,0.26153083668834853,Iris-setosa
+13,6.183040661627078,3.055772789890708,4.924268974008201,1.744856634115239,Iris-virginica
+14,5.108947716173053,3.782659915075282,1.5100224869888115,0.2615310281901798,Iris-setosa
+15,5.1089477161730255,3.9955188100392833,1.5100223874338863,0.26153082798239224,Iris-setosa
+16,5.108947716173032,3.2666263207061856,1.510022419037955,0.2615308480157142,Iris-setosa
+17,6.179673784479764,3.054447974432325,4.904521035881409,1.681583193483724,Iris-versicolor
+18,6.1863215576205945,3.05590005882981,4.936025576850288,1.7590044056468286,Iris-virginica
+19,6.180242850829631,3.0550061996303137,4.909169492918729,1.7059787290398891,Iris-versicolor
+20,6.1854200806896005,3.0560986671743784,4.936006904133663,1.7572250075846683,Iris-virginica
+21,6.1857349251170435,3.055861038196868,4.93652359621253,1.7465572782894516,Iris-virginica
+22,5.108947716173281,3.1853228524708554,1.510022602034255,0.26153094938876464,Iris-setosa
+23,6.181832676432262,3.0550330626139353,4.919378058921306,1.7289957485544474,Iris-virginica
+24,6.18063124175257,3.0555859955799702,4.913930958272006,1.6975556845729365,Iris-virginica
+25,5.108947716173026,3.1962456771169734,1.5100223925378091,0.2615308194501469,Iris-setosa
+26,6.187041408391022,3.055691327160366,4.937605519428014,1.7824588717201058,Iris-virginica
+27,5.108947716173026,4.172725402998918,1.5100224048076336,0.2615309121328414,Iris-setosa
+28,5.1089477161730255,4.446830432380941,1.5100223902879497,0.2615308954920975,Iris-setosa
+29,5.108947716649941,3.054447300080637,4.899494189841791,1.6654293071675936,Iris-setosa
+30,5.108947716173026,3.427491307153691,1.510022400305944,0.26153083322615395,Iris-setosa
+31,6.179417756963002,3.0540568191984128,4.9004864925740215,1.6677868890727732,Iris-versicolor
+0,5.10894771617309,3.229872736187846,1.5100224833106906,0.2615309351259617,Iris-setosa
+1,5.10894771617307,3.1189659830966923,1.510022450157792,0.2615308629312616,Iris-setosa
+2,6.179967396465956,3.0549283516544308,4.9084830775083725,1.6898894350180174,Iris-versicolor
+3,6.179442324935079,3.0541600819796177,4.901468535261782,1.671763307883778,Iris-versicolor
+4,5.108947738865323,3.054095308793236,4.89950217635075,1.6654418913384608,Iris-versicolor
+5,6.179531245230134,3.0540948147264833,4.901970275018982,1.6742460965506294,Iris-versicolor
+6,6.179366657297037,3.0762103731371653,1.5100779984346406,0.26162706622444304,Iris-setosa
+7,6.179607133319534,3.054191184023778,4.902614891778297,1.6805985692312961,Iris-versicolor
+8,5.1089477161730255,4.09060487246899,1.510022387922198,0.2615308346882438,Iris-setosa
+9,5.1089477161730255,3.803571042928426,1.510022387210919,0.26153082669994554,Iris-setosa
+10,5.1089477161730255,4.424235208285024,1.510022389616788,0.2615308731856056,Iris-setosa
+11,5.1089477161730255,4.283603847405905,1.5100223891100932,0.26153085201875803,Iris-setosa
+12,6.1793710394208565,3.0540224929102444,4.899633190137455,1.6656569376108905,Iris-versicolor
+13,6.179432740505989,3.0550629618906835,4.90125444976727,1.6701418539771846,Iris-versicolor
+14,5.108947716173026,3.2612679427204023,1.5100223958293346,0.2615308316866296,Iris-setosa
+15,5.108947716173035,3.06662748911847,1.5100223980688552,0.26153082427273405,Iris-setosa
+16,6.181418103231266,3.055229220471931,4.91685585704407,1.7219015364682486,Iris-virginica
+17,5.1089477161731445,3.1726615938483436,1.5100224793813153,0.2615310880312492,Iris-setosa
+18,5.108947716194451,3.056626517920172,1.5100228246382223,0.261531228854302,Iris-setosa
+19,5.108947716173029,3.0875212138280834,1.510022395437275,0.26153082190714316,Iris-setosa
+20,6.183358854602975,3.0549736495336286,4.924124777924987,1.7693574587060366,Iris-virginica
+21,6.179988476355831,3.0542788395932177,4.905440119609968,1.6957060905583694,Iris-virginica
+22,5.1089477161730255,3.9415526182386538,1.5100223875856504,0.2615308295114822,Iris-setosa
+23,6.1837552361504295,3.055185228130357,4.9253058507018475,1.7704045284816383,Iris-virginica
+24,6.182148235467692,3.0550790313231393,4.920623582586945,1.734567972750974,Iris-virginica
+25,6.186443735368352,3.0558908300120224,4.937866696704035,1.7660393288254217,Iris-virginica
+26,5.1089477161730255,3.938976038566397,1.5100223943972817,0.26153084435207913,Iris-setosa
+27,6.179368002167209,3.054089005794685,4.899570408564127,1.6656299494144229,Iris-versicolor
+28,6.185176020100602,3.055849120021886,4.933631638901618,1.7573237028001134,Iris-virginica
+29,6.1850472703994805,3.055524845304514,4.93136629005943,1.7814935444214546,Iris-virginica
+30,6.183916944617721,3.0555623801903624,4.928731795492164,1.7483041020365375,Iris-virginica
+31,5.1089477161730255,4.15158522981401,1.51002238819947,0.2615308415208858,Iris-setosa
+0,5.108947716173026,3.411411794237008,1.5100223971256042,0.26153082998675137,Iris-setosa
+1,6.179407361775202,3.0540386112500513,4.900263189194223,1.6667959257938683,Iris-versicolor
+2,6.185239429184612,3.0558431858880235,4.934132365995373,1.778320119671267,Iris-virginica
+3,5.1089477161730255,4.107553711847855,1.5100223879028682,0.2615308316104613,Iris-setosa
+4,6.18506526736592,3.0556948953280108,4.933525127499771,1.7624396125228494,Iris-virginica
+5,5.1089477161730334,4.02584006391583,1.5100224424557502,0.26153096312358826,Iris-setosa
+6,6.186919404240717,3.0559283590619413,4.939451898409251,1.772773990163439,Iris-virginica
+7,5.1089477161730255,3.994151544383633,1.5100223874689045,0.2615308324102796,Iris-setosa
+8,6.182971020812825,3.0562746874541276,4.9251915428467345,1.727134549287605,Iris-virginica
+9,5.108947716174611,3.0870263946431393,1.5100227140513935,0.26153105609814437,Iris-setosa
+10,5.1089477161730255,4.484754899108084,1.5100223901499987,0.2615309000554208,Iris-setosa
+11,5.1089477471938585,3.0881645731093257,1.510058118606621,0.2615835561000782,Iris-setosa
+12,6.186716026807355,3.0561953508131863,4.9385490325385355,1.7401932346143527,Iris-virginica
+13,5.108947716175489,3.3446718689554373,1.5100231976241294,0.2615315621706215,Iris-setosa
+14,6.181944151095307,3.0560816546356304,4.92085258757266,1.7109052907682991,Iris-virginica
+15,5.1089477161730255,4.286416478744861,1.5100223907410955,0.2615308604074618,Iris-setosa
+16,5.10894771669326,3.0541097618305044,4.899492908384465,1.6654295338975955,Iris-setosa
+17,6.17948293622686,3.0540790806209888,4.901323304237308,1.6725384368594907,Iris-versicolor
+18,5.108947716173039,3.148893246546788,1.5100224171673158,0.26153086417135274,Iris-setosa
+19,5.108947744056348,3.086283333541467,1.5100568336245752,0.2615751053080235,Iris-setosa
+20,6.183033791281305,3.0552528941202124,4.924046103628986,1.7549114612285635,Iris-virginica
+21,5.1089477161730255,4.317268462492715,1.5100223909914317,0.26153087012829446,Iris-setosa
+22,6.180555247288979,3.054733034069629,4.911172390350263,1.7112760095734216,Iris-virginica
+23,6.18272889105975,3.056128893665643,4.9233102510132145,1.7236460437325918,Iris-virginica
+24,6.184201429709123,3.056091029754128,4.930094309730744,1.7393923188627003,Iris-virginica
+25,6.179367329080576,3.054021390867639,4.8995314168749164,1.6655008073240154,Iris-versicolor
+26,5.108947716275072,3.5919324866551197,1.5100284407909017,0.2615382654431913,Iris-setosa
+27,5.108947716464319,3.4062843677182286,1.5100319266007654,0.2615397650223834,Iris-setosa
+28,5.1089477161730255,4.288205051805631,1.5100223890828288,0.26153084781254465,Iris-setosa
+29,6.185031082262724,3.0554692497268987,4.930808578662178,1.7840607815270522,Iris-virginica
+30,6.179440433348126,3.0547136585832475,4.901234638537092,1.6698629763718429,Iris-versicolor
+31,5.1089477161730255,4.448182964126361,1.5100223897953204,0.26153088325380025,Iris-setosa
+0,6.180933116045033,3.0547327714025023,4.912511624663921,1.7138886888925968,Iris-virginica
+1,5.10894771619705,3.054089140429825,4.899491719972738,1.6654276410267783,Iris-setosa
+2,6.180732460483778,3.054388795091047,4.910109722982959,1.7153264514273363,Iris-virginica
+3,6.179702640176022,3.054416152921222,4.90455885110295,1.684539098873048,Iris-versicolor
+4,6.179368411391769,3.054069912407565,4.899579842913066,1.6656177491360342,Iris-versicolor
+5,6.179368838161706,3.0543103701631233,4.899625353574352,1.6656513767013663,Iris-versicolor
+6,6.179366621297685,3.1128773428058207,1.5100861746614218,0.26162274709076955,Iris-setosa
+7,5.1089477161730255,4.166912617827164,1.5100223883611184,0.2615308360591248,Iris-setosa
+8,5.108947716564893,3.7242556737480017,1.5100344463115831,0.26154694207718143,Iris-setosa
+9,5.1089477161730255,4.393668938754436,1.5100223916523847,0.2615308912247307,Iris-setosa
+10,5.108947722397746,3.092627917565778,1.510040562620637,0.26155120050620884,Iris-setosa
+11,5.108947716173082,3.075499482897396,1.5100224291843598,0.261530852865756,Iris-setosa
+12,6.179371777194031,3.054023445482628,4.899716115575351,1.6658771978796085,Iris-versicolor
+13,5.108947716173026,3.459680805392307,1.5100223983862957,0.26153083289661266,Iris-setosa
+14,5.1089477161730255,4.447733425312827,1.5100223906909243,0.2615308889508144,Iris-setosa
+15,5.1089477161730255,3.9737331267313425,1.5100223877575325,0.261530831388088,Iris-setosa
+16,5.1089477161730255,4.2620598826532134,1.5100223884858444,0.2615308434962306,Iris-setosa
+17,5.108947716173035,3.518337789948925,1.5100224319987376,0.26153093210169986,Iris-setosa
+18,5.1089477161730255,3.591273633585409,1.5100223866271376,0.2615308177328937,Iris-setosa
+19,6.1834421315319945,3.0554387963387293,4.926126113564498,1.7444722415366312,Iris-virginica
+20,6.179989937554872,3.0550877795823386,4.908048238808666,1.6856247282983603,Iris-versicolor
+21,5.1089477161730255,3.5890957452812415,1.5100223899287126,0.2615308332138025,Iris-setosa
+22,5.1089477161730255,3.466774101307725,1.51002238733085,0.26153081629325786,Iris-setosa
+23,5.1089477161730255,4.012579441674092,1.5100223886686117,0.26153083378816533,Iris-setosa
diff --git a/iris/lct_gan/4/4/test.csv b/iris/lct_gan/4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/train.csv b/iris/lct_gan/4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/4/val.csv b/iris/lct_gan/4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/synth.csv b/iris/lct_gan/4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb5f445c8073ba74dff94d0c7e7b189246fb8b5
--- /dev/null
+++ b/iris/lct_gan/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179370886772801,3.060048307177563,4.899816275381857,1.6663910064456893,Iris-setosa
+1,6.180128217337838,3.0546077961848384,4.907742668493355,1.7059352150534959,Iris-virginica
+2,5.108947716173164,3.057724697732168,1.510022426178522,0.26153084005862215,Iris-setosa
+3,6.181458972184979,3.054627246431486,4.914287225075489,1.7346796206938677,Iris-virginica
+4,5.108947716173026,4.32215754483079,1.510022398118844,0.26153090908467425,Iris-setosa
+5,5.1089477161730255,4.4984288951109725,1.5100223914311461,0.26153092902644837,Iris-setosa
+6,5.1089477161730255,4.484326482333691,1.510022390213289,0.2615308894842972,Iris-setosa
+7,5.108947716173029,3.4449408161359627,1.5100224099121367,0.261530878714821,Iris-setosa
+8,6.186345029529989,3.055467220534047,4.934336927919765,1.7676065892707804,Iris-virginica
+9,5.108947716173224,3.0554021420744824,1.5100224236661532,0.2615308333996669,Iris-setosa
+10,5.1089477161730255,4.342311782442305,1.5100223888320197,0.2615308547600273,Iris-setosa
+11,6.181715121326714,3.055016076336869,4.917799851668049,1.7247782556682683,Iris-virginica
+12,6.188303641046852,3.0553943802885666,4.94235892959271,1.7735173396876098,Iris-virginica
+13,6.184665196698302,3.055745114103008,4.931770808263274,1.7627647749215831,Iris-virginica
+14,6.186014953146136,3.056001148796448,4.9405185351358565,1.7472389506449357,Iris-virginica
+15,5.1089477161730255,4.481762266781907,1.5100223900461691,0.2615308914759644,Iris-setosa
+16,6.180497606921525,3.054571940990112,4.90900291114987,1.7195939346636329,Iris-virginica
+17,6.185165327124978,3.055912642099489,4.932606768777268,1.7672796846160121,Iris-virginica
+18,6.184442265498855,3.0559368054627307,4.929849472645124,1.760677382534199,Iris-virginica
+19,5.1089477161730255,4.312383398493792,1.5100223903338057,0.26153085949742466,Iris-setosa
+20,6.18587165437497,3.0556030606420816,4.93581187242365,1.7646608454103325,Iris-virginica
+21,5.1089477161730255,4.514502972966364,1.5100223908385273,0.2615309236069376,Iris-setosa
+22,5.1089477161730255,3.9047007904797217,1.5100223950751364,0.2615308389752288,Iris-setosa
+23,5.1089477161730255,3.9400524382879176,1.5100223922367924,0.2615308464366985,Iris-setosa
+24,5.10894771617772,3.0691602679280043,1.5100226933180823,0.26153134264566025,Iris-setosa
+25,6.1800244382620715,3.054382411238463,4.906519722024394,1.7008627703773767,Iris-virginica
+26,5.108947716192502,3.0748542126511795,1.5100231912379476,0.2615319725427325,Iris-setosa
+27,5.108947716173035,4.232178482362498,1.510022464799635,0.26153108253491786,Iris-setosa
+28,5.1089477161730255,4.203329898268635,1.5100223887002757,0.2615308391955582,Iris-setosa
+29,6.179473250739564,3.0555868291116597,4.90190668417108,1.6709351897731581,Iris-versicolor
+30,5.108947716173026,4.330921130387787,1.510022400861719,0.2615309210257559,Iris-setosa
+31,6.181044825831535,3.054786775079483,4.913530385977134,1.7295037891090865,Iris-virginica
+0,6.185002734635317,3.055692834440026,4.931843529301999,1.7639741094193322,Iris-virginica
+1,6.182090589958548,3.055400361512341,4.922113527485673,1.7318431887176602,Iris-virginica
+2,6.17937123879417,3.0540335439560673,4.899635640403879,1.665691431818094,Iris-versicolor
+3,5.108947718168418,3.0662759544736677,1.5100294874057696,0.2615387117423726,Iris-setosa
+4,6.1806911215445925,3.0554296330242163,4.913507390582891,1.701800306408419,Iris-virginica
+5,6.183355996171024,3.05523288664294,4.925456501879413,1.7407541497032561,Iris-virginica
+6,5.1089477161730255,3.870259657110033,1.510022387245961,0.2615308220178548,Iris-setosa
+7,5.108947716173206,3.800752126494896,1.5100226888968256,0.2615312009778314,Iris-setosa
+8,6.186029598078228,3.056121207143091,4.936151958498979,1.7503400750323377,Iris-virginica
+9,5.1089477181191185,3.0576154905916466,1.5100268575459175,0.261539341110064,Iris-setosa
+10,6.1796728423737095,3.055286439544695,4.905021656666999,1.675951717900087,Iris-versicolor
+11,6.1793668429004045,3.0542841268948173,4.899533567483978,1.6655224721855342,Iris-versicolor
+12,5.1089477396646945,3.1638674843689287,1.5100653006406777,0.2615948837253026,Iris-setosa
+13,5.1089477161730255,3.7566527604176443,1.5100223870584117,0.26153082127842364,Iris-setosa
+14,6.181947589754085,3.0556888569523775,4.921387914847623,1.7253775917441827,Iris-virginica
+15,5.108947716173027,4.492651038579555,1.5100224118344494,0.2615310875641726,Iris-setosa
+16,5.1089477161730255,4.387534068244358,1.5100223896131395,0.2615308658073401,Iris-setosa
+17,5.108947716173027,3.3532928549896446,1.5100223976222866,0.2615308394323268,Iris-setosa
+18,5.108947716173028,3.0870106947859965,1.5100223940849509,0.26153082132913413,Iris-setosa
+19,5.108947842568002,3.0786289899009978,1.5100938370426165,0.26161852666084956,Iris-setosa
+20,6.182946778869749,3.056185916731679,4.924790065369099,1.7353089340140635,Iris-virginica
+21,5.1089477161730255,3.9395608614647744,1.5100223875242575,0.26153082685727425,Iris-setosa
+22,5.1089477161736605,3.0670041206739573,1.5100225522714248,0.2615308958049347,Iris-setosa
+23,6.181652435391129,3.055914209549593,4.920472659385544,1.7088356537317397,Iris-virginica
+24,6.1833577251737655,3.055310121443773,4.925312666931291,1.745732734413824,Iris-virginica
+25,5.1089477161730255,4.1963098597670205,1.5100223957363537,0.26153086505108664,Iris-setosa
+26,5.108947716173027,3.7527691386598745,1.510022406800257,0.26153086821017196,Iris-setosa
+27,6.179957593787307,3.0551471014007863,4.9075427638046305,1.689106680817333,Iris-versicolor
+28,5.1089477161730255,3.81216147928163,1.510022391717777,0.26153083159368884,Iris-setosa
+29,6.179395469570815,3.0542124859831095,4.900390746144173,1.6681923636834968,Iris-versicolor
+30,6.185612100387615,3.05577711612544,4.937037602446859,1.7570849941474578,Iris-virginica
+31,6.179781304354053,3.0542923141250067,4.904996460850062,1.6872032938320338,Iris-virginica
+0,6.179579414067845,3.05420885642501,4.902848530158511,1.6770215389620062,Iris-versicolor
+1,5.108947716173026,4.316338268495788,1.5100224001547613,0.26153091386053035,Iris-setosa
+2,6.179490397453218,3.054762923083191,4.9021779333641184,1.6718993910491238,Iris-versicolor
+3,6.184018061299422,3.055846285973894,4.927367345819627,1.761164561693547,Iris-virginica
+4,6.181109353015603,3.0549685200536674,4.915055431330791,1.7192554475951511,Iris-virginica
+5,5.108947716173195,3.076847862681006,1.510022472089075,0.26153087102729045,Iris-setosa
+6,5.1089477161730255,4.01152313364834,1.5100223879621741,0.26153082782591525,Iris-setosa
+7,5.1089477161730255,4.0391441666478975,1.5100223919112954,0.2615308537498824,Iris-setosa
+8,6.18065947146966,3.0544275255877475,4.9104289515525235,1.7150021666819233,Iris-virginica
+9,6.179994684382005,3.055129516739732,4.908228625787184,1.6908543936370206,Iris-versicolor
+10,5.108947746458797,3.0542093000185213,4.899505788344419,1.6654469357772224,Iris-setosa
+11,5.1089477161730255,4.339342435876353,1.5100223949509142,0.2615308936434463,Iris-setosa
+12,6.180924994263807,3.055549937888561,4.9145355500069545,1.7110067820762942,Iris-virginica
+13,6.190027895305425,3.0557251550237003,4.9498619504345145,1.7697269801179667,Iris-virginica
+14,6.179366856239752,3.054021826015403,4.899515343320576,1.665470042181198,Iris-versicolor
+15,5.108947716173048,3.580019141407601,1.5100224690161286,0.261530936687977,Iris-setosa
+16,6.184817878098055,3.0552779046993916,4.926344176625928,1.7884572308617328,Iris-virginica
+17,5.108947716173058,4.123416878414843,1.5100225156417613,0.26153122020996633,Iris-setosa
+18,6.180731898122151,3.054512685530205,4.911212500577498,1.7169115390018583,Iris-virginica
+19,5.108947746669914,3.1092065384716947,1.5100640681691941,0.2615832367990653,Iris-setosa
+20,6.185708037032877,3.056216606474984,4.936409227386557,1.7403682628301467,Iris-virginica
+21,5.108947716181937,3.056583790868433,1.5100226742293268,0.26153111121977096,Iris-setosa
+22,5.1089477161730255,4.328681885135771,1.5100223889572328,0.26153085492034844,Iris-setosa
+23,5.1089477161730255,4.164410531980757,1.5100223915129445,0.26153085271456167,Iris-setosa
+24,6.185032931877351,3.0562307084949425,4.930654081630384,1.7482661900231995,Iris-virginica
+25,6.18468624277502,3.054957483104004,4.92720122993067,1.771197235401487,Iris-virginica
+26,5.108947716173607,3.055825672465554,1.5100224571674148,0.261530848064707,Iris-setosa
+27,6.179367375790005,3.054060015778355,4.899543259963653,1.6655359745933342,Iris-versicolor
+28,5.1089477161730255,4.48858911590113,1.5100223910636879,0.26153090969835036,Iris-setosa
+29,6.18035368774862,3.0545332477226155,4.908785932275395,1.7085578389352056,Iris-virginica
+30,6.183553448981282,3.0554826157154347,4.923586918014313,1.7772613761277027,Iris-virginica
+31,5.108947716173026,3.9685398870296282,1.5100224025188416,0.26153086179679597,Iris-setosa
+0,6.181189548764132,3.0551413821901114,4.914189176116299,1.7262144031903914,Iris-virginica
+1,6.18043662863759,3.0553060291493086,4.91164098580095,1.6986218343359738,Iris-virginica
+2,6.179368656038114,3.054017296727436,4.899571027164308,1.665503882876707,Iris-versicolor
+3,6.184725024027641,3.0554505400395504,4.929671609703863,1.787199047941979,Iris-virginica
+4,6.182166253000898,3.0551520254157896,4.92138290742035,1.7372156081210013,Iris-virginica
+5,6.179367653990705,3.0540375768221573,4.899545631872996,1.665528322910296,Iris-versicolor
+6,5.108947716782701,3.0566938965408212,1.5100246496783767,0.26153332781038197,Iris-setosa
+7,6.183952416015295,3.055469403674688,4.927292151552696,1.76756884039003,Iris-virginica
+8,5.1089477161730255,4.466298873443549,1.5100223894512,0.26153088759216514,Iris-setosa
+9,5.1089477161730255,3.793741464117973,1.510022391403502,0.2615308445745792,Iris-setosa
+10,6.180056374877378,3.054355485895925,4.907160978351326,1.6946636504856012,Iris-virginica
+11,6.187892038000666,3.0557754577153355,4.940145371587458,1.7713672260829787,Iris-virginica
+12,5.108947716173026,3.3273483709676546,1.5100223955098357,0.261530832965104,Iris-setosa
+13,5.1089477161730255,3.5391088941377107,1.510022389753974,0.2615308217934462,Iris-setosa
+14,5.1089477161730255,3.75310631852861,1.510022386939286,0.2615308256168797,Iris-setosa
+15,5.108947716173026,4.391114614499031,1.5100224050960445,0.2615309540586079,Iris-setosa
+16,6.179368798298787,3.0865374967127654,1.5102266082229943,0.26196929813958825,Iris-setosa
+17,5.108947716173027,3.728446698451034,1.5100224050391602,0.26153088071921,Iris-setosa
+18,5.108947716434431,3.277593810737512,1.510029993061584,0.26153752331423513,Iris-setosa
+19,6.180689493807032,3.0544031269258753,4.909654090875058,1.715312816805672,Iris-virginica
+20,5.1089477161730255,4.169851363194946,1.510022395551012,0.26153086925426916,Iris-setosa
+21,6.179425784314664,3.054086077353053,4.900817677099252,1.6698931938288593,Iris-versicolor
+22,5.1089477161730255,3.8344195235088123,1.5100223872028709,0.26153082093286334,Iris-setosa
+23,6.185531983420259,3.0556836084395833,4.930607434232639,1.7837449829388417,Iris-virginica
diff --git a/iris/lct_gan/4/5/test.csv b/iris/lct_gan/4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/train.csv b/iris/lct_gan/4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/5/val.csv b/iris/lct_gan/4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/synth.csv b/iris/lct_gan/4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..019b13ffde406d4a6a868f0aee461ce8b8814949
--- /dev/null
+++ b/iris/lct_gan/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.8566292961489808,1.5100223950636666,0.26153084348813493,Iris-setosa
+1,5.108947716173128,3.2573347099292347,1.5100225294141665,0.26153097035698614,Iris-setosa
+2,5.1089477161730255,4.486750262083767,1.5100223910852277,0.2615309159466395,Iris-setosa
+3,5.1089477161730255,4.034167917260486,1.5100223889207687,0.2615308360595464,Iris-setosa
+4,5.108947725831252,3.054074817820544,4.89949763344155,1.665435758289975,Iris-versicolor
+5,5.10894771617303,3.9364418060067603,1.510022421650064,0.2615309600122851,Iris-setosa
+6,5.1089477161730255,4.335635363455506,1.510022390077737,0.2615308612221796,Iris-setosa
+7,6.185412471683181,3.055998066822082,4.936509663589408,1.7382472064020034,Iris-virginica
+8,6.1794148463733825,3.054121525026348,4.900762776162214,1.6694311831729443,Iris-versicolor
+9,5.10894771617303,3.842598543753274,1.5100224280510834,0.26153089256460205,Iris-setosa
+10,5.1089477161730565,3.0569554105681194,1.5100224033940715,0.26153082029737273,Iris-setosa
+11,5.108947716173118,3.870688640573281,1.5100225811273063,0.26153120344110453,Iris-setosa
+12,5.108947716173027,3.0773644784580187,1.5100223895781453,0.26153081448310167,Iris-setosa
+13,5.108947716173026,3.257958415410642,1.5100223924154015,0.2615308216621336,Iris-setosa
+14,5.1089477161730255,4.53301453413869,1.510022391316924,0.2615309371937488,Iris-setosa
+15,6.179366800686573,3.054043508327336,4.899514917962723,1.6654689781361514,Iris-versicolor
+16,6.179368303293524,3.0540362173493536,4.89957473642036,1.665622695596472,Iris-versicolor
+17,6.180585088359934,3.0556193512361323,4.91272180137915,1.7010606469433778,Iris-virginica
+18,5.10894771690365,3.0804915577150482,1.5100273567491356,0.2615379409893862,Iris-setosa
+19,6.188158671138762,3.055785420451538,4.941912601012659,1.7610103100440984,Iris-virginica
+20,5.1089477161730255,3.871570047811507,1.5100223870366805,0.26153082080904255,Iris-setosa
+21,5.108947716201175,3.0543986654837303,4.899491915585862,1.6654278452584552,Iris-setosa
+22,6.18496567157917,3.055893906552937,4.930932158778033,1.7552195925851608,Iris-virginica
+23,5.108947716217885,3.054287100527169,4.899492054151304,1.6654278779576326,Iris-setosa
+24,5.10894771630028,3.536591198589207,1.5100294259892801,0.26153725274743483,Iris-setosa
+25,5.1089477161730255,4.503745363880068,1.5100223909144477,0.2615309181567647,Iris-setosa
+26,5.1089477161730255,3.1149906543391013,1.5100223854799002,0.2615308122110416,Iris-setosa
+27,5.108947720740507,3.161768571884283,1.5100450978659785,0.2615552012635426,Iris-setosa
+28,6.180396394726366,3.05491540424289,4.910268970270066,1.7055833576381416,Iris-virginica
+29,5.108947716173027,4.019863454147807,1.5100224062462138,0.2615308964751438,Iris-setosa
+30,5.1089477161730255,3.4059962064354523,1.5100223856170236,0.2615308162613587,Iris-setosa
+31,6.182451279800014,3.0551659132168965,4.920935597053122,1.7514323912624121,Iris-virginica
+0,6.179461443280495,3.054123231758953,4.9013212648402185,1.6719062666798559,Iris-versicolor
+1,5.108947716173027,4.209052219292261,1.5100224090762275,0.2615309154042236,Iris-setosa
+2,5.1089477161730255,3.9362767449984446,1.510022389418935,0.2615308353758521,Iris-setosa
+3,6.182297210317818,3.054705570236842,4.917915780722687,1.7343020601080248,Iris-virginica
+4,5.1089477161730255,3.950011634294663,1.5100223919687845,0.26153084872933,Iris-setosa
+5,5.1089477161730255,4.353112047744234,1.5100223891738578,0.26153085492096373,Iris-setosa
+6,5.1089477161730255,4.4830928522134865,1.5100223897934013,0.26153089070883506,Iris-setosa
+7,5.1089477161730255,4.046920683253791,1.5100223890832445,0.2615308374133331,Iris-setosa
+8,5.1089477161730255,4.29193479178068,1.5100223922170812,0.2615308780962396,Iris-setosa
+9,5.108947717778945,3.0701672981720427,1.5100289618856568,0.2615380643180315,Iris-setosa
+10,5.1089477161730255,4.448705760353699,1.5100223894043412,0.2615308768793872,Iris-setosa
+11,5.1089477161730255,4.019501494520957,1.5100223879416805,0.2615308342348261,Iris-setosa
+12,5.108947716173047,3.0605426892715295,1.5100223981389875,0.261530832166146,Iris-setosa
+13,6.182474328173455,3.0551003563117516,4.918578058707698,1.7646010279531434,Iris-virginica
+14,5.1089477161730255,3.1976564619008307,1.5100223870046654,0.2615308169286046,Iris-setosa
+15,5.1089477161730255,4.399005499219301,1.510022389569999,0.26153086928944913,Iris-setosa
+16,5.108947716173027,4.098116281725074,1.5100224140414458,0.26153092552999385,Iris-setosa
+17,5.108947716173033,4.13813481832301,1.5100224437254688,0.2615309940706045,Iris-setosa
+18,5.10894771730632,3.054420794296134,4.899495285858109,1.6654301824778748,Iris-setosa
+19,6.179366805202106,3.054182543439989,4.899526423991124,1.6655169551752442,Iris-versicolor
+20,5.1089477161730255,4.314650875154221,1.510022390090939,0.26153086095678274,Iris-setosa
+21,5.108947716173026,3.2739839254553003,1.5100223943348448,0.261530820346362,Iris-setosa
+22,6.181666797791624,3.0557834899663865,4.919630839415596,1.7192271604044764,Iris-virginica
+23,6.179913850932994,3.054743602031943,4.906457285519019,1.6888363994836904,Iris-versicolor
+24,5.108947716199643,3.0558693825695147,1.5100227765143341,0.26153150580484735,Iris-setosa
+25,6.180081564678231,3.0550405198247153,4.908343051675628,1.6931915746424044,Iris-versicolor
+26,6.179366768531554,3.057439115125169,4.8995720656963995,1.6655665732835607,Iris-setosa
+27,6.180965316803852,3.0548528352329067,4.91326312255863,1.7265872264058928,Iris-virginica
+28,6.179732191743595,3.054619397961897,4.905224719724423,1.6854534374501462,Iris-versicolor
+29,6.18369131673174,3.056161735458172,4.927317721793245,1.7376794266938174,Iris-virginica
+30,6.185439819905174,3.0555307083004113,4.932955859779569,1.7723610102301954,Iris-virginica
+31,5.108947716173082,3.0713029716159044,1.5100224230745878,0.26153086149002625,Iris-setosa
+0,5.108947716173039,3.078254846463765,1.510022411465507,0.2615308247310085,Iris-setosa
+1,6.181719014197301,3.0549892285467872,4.916765925025999,1.7364194493156009,Iris-virginica
+2,5.1089477161730255,3.9932284597559784,1.5100223881062347,0.2615308302526681,Iris-setosa
+3,5.108947716177698,3.480472774034391,1.5100235869121141,0.26153248352436814,Iris-setosa
+4,6.182235857038984,3.0547613044680872,4.9173573251682745,1.7508106211930627,Iris-virginica
+5,5.1089477161730255,4.353044148115969,1.5100223902215713,0.26153086475956827,Iris-setosa
+6,5.108947716173026,3.4876871352961083,1.5100223988966515,0.2615308370485776,Iris-setosa
+7,5.108947716173037,3.4104695709812045,1.5100224363688268,0.2615308943700118,Iris-setosa
+8,5.108947716524236,3.345944574848053,1.5100310194788813,0.26154084807497346,Iris-setosa
+9,5.108947716173026,3.145222744876027,1.5100223872230794,0.2615308192929158,Iris-setosa
+10,5.108947716173077,4.142646176780633,1.5100225697815637,0.26153126942237637,Iris-setosa
+11,6.183638532648448,3.054837471495104,4.923259049561257,1.7790820663104143,Iris-virginica
+12,5.108947716173026,4.395355713889979,1.5100224098079233,0.2615309850698995,Iris-setosa
+13,5.1089477161730255,4.36063922125392,1.5100223972139373,0.2615309075191153,Iris-setosa
+14,5.1089477161730255,4.196292756067033,1.5100223877873702,0.2615308386810128,Iris-setosa
+15,6.1815904105550805,3.055279321824007,4.917235646092559,1.7241963225767896,Iris-virginica
+16,6.180443437631653,3.055330998273266,4.910957750255431,1.7030397029793949,Iris-virginica
+17,6.179366583656704,3.0606978098811655,1.5100461263797293,0.26159308875096116,Iris-setosa
+18,5.108947716718531,3.0608118391091668,1.5100256299022785,0.2615343565982223,Iris-setosa
+19,6.179397521759376,3.055267244368404,4.900310867869112,1.667227339607543,Iris-versicolor
+20,5.108947716173172,3.329379074721024,1.510022591041814,0.2615309963559778,Iris-setosa
+21,5.108947720328792,3.054090341084228,4.8994962522769985,1.665432284590219,Iris-versicolor
+22,5.108947716173026,4.389096274866135,1.5100224000851243,0.2615309390973207,Iris-setosa
+23,5.108947716174196,3.054880183202374,1.5100224585018973,0.261530893744138,Iris-setosa
+24,5.108947716173026,3.3802409192152854,1.5100223945294167,0.26153082685224077,Iris-setosa
+25,5.1089477161730255,3.3609079683061958,1.5100223866496585,0.2615308180389221,Iris-setosa
+26,5.108947716176398,3.3476475521331324,1.5100233559317342,0.26153183140428454,Iris-setosa
+27,5.108947716173026,4.145442322625625,1.5100224001781835,0.2615308952987926,Iris-setosa
+28,5.1089477161730255,3.316357492141766,1.5100223860743844,0.26153081514591875,Iris-setosa
+29,6.1793666114876125,3.054014178715578,4.899503735880945,1.6654518425218845,Iris-versicolor
+30,5.1089477161730255,4.388514233894863,1.510022389065049,0.26153086517157037,Iris-setosa
+31,6.184035765450881,3.055767102878264,4.928510518172079,1.7675918029330484,Iris-virginica
+0,5.1089477161831445,3.0852516990196697,1.5100231162341182,0.26153154009250057,Iris-setosa
+1,5.108947716173031,3.3940114068750327,1.5100224130505782,0.2615308876356801,Iris-setosa
+2,5.108947716173072,3.599316236367318,1.5100224924212244,0.26153105140878263,Iris-setosa
+3,5.1089477161730255,4.106944263742868,1.510022391971696,0.26153085407721316,Iris-setosa
+4,5.108947716173043,3.2224623134615853,1.510022434808633,0.2615308765241517,Iris-setosa
+5,5.1089477161730255,3.1405691603950876,1.5100223857537904,0.26153081385581856,Iris-setosa
+6,6.183939401435183,3.055578273840604,4.925633986488673,1.7685904158048555,Iris-virginica
+7,6.188026437985142,3.055755216096556,4.945607331929618,1.7604374275485748,Iris-virginica
+8,5.1089477161731205,3.060825553945405,1.5100224196096068,0.26153085600202414,Iris-setosa
+9,5.1089477161730255,4.197144643967629,1.5100223912328627,0.2615308500581631,Iris-setosa
+10,5.1089477161730255,4.52897929735362,1.510022390144488,0.26153092732080746,Iris-setosa
+11,5.1089477161731445,3.3156815611306523,1.5100225495640764,0.2615309727417978,Iris-setosa
+12,6.180318345677662,3.0547066532545073,4.909695937990117,1.7103974035582925,Iris-virginica
+13,5.108947716173027,3.436903390829502,1.5100223990638753,0.2615308462127001,Iris-setosa
+14,6.179478594830825,3.054832346241161,4.901901949353901,1.6711779795953217,Iris-versicolor
+15,6.185219908185917,3.055808995794597,4.933712526908833,1.7523913759660605,Iris-virginica
+16,6.181333875176444,3.0545707938778444,4.913460169433724,1.728347877271096,Iris-virginica
+17,5.1089477161730255,4.344963577180774,1.5100223923596463,0.26153087657406454,Iris-setosa
+18,6.179612253224325,3.0542761886726613,4.903087103269973,1.6798930077396967,Iris-versicolor
+19,5.108947716174385,3.809166940820214,1.510023225096224,0.2615319547929096,Iris-setosa
+20,5.1089477161730255,4.428441379035636,1.5100223904237635,0.26153089340705366,Iris-setosa
+21,6.1796372691662835,3.0545014911613806,4.9042771747203835,1.6817669297170394,Iris-versicolor
+22,6.181606992249114,3.0552756756762727,4.9177642696996635,1.7390838155638035,Iris-virginica
+23,5.108947732640934,3.1451517992951668,1.5100589409125524,0.26158099534469165,Iris-setosa
diff --git a/iris/lct_gan/4/6/test.csv b/iris/lct_gan/4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/train.csv b/iris/lct_gan/4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/6/val.csv b/iris/lct_gan/4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/synth.csv b/iris/lct_gan/4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dbb05bb978fbc5e5db73821c3cf5101e845e91f
--- /dev/null
+++ b/iris/lct_gan/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183771886516547,3.0555702055677827,4.925869729536063,1.7631966978108888,Iris-virginica
+1,5.1089477161730255,4.335020248461969,1.5100223887893933,0.26153085223517347,Iris-setosa
+2,6.180582012059693,3.0546696768570274,4.9110791682508,1.7036388041443835,Iris-virginica
+3,5.10894771617308,3.067168344528283,1.510022417431301,0.26153085653950064,Iris-setosa
+4,6.179530434019346,3.054200832072588,4.902274611846901,1.6779075626158897,Iris-versicolor
+5,5.108947716177671,3.061104179722249,1.510022725736947,0.26153105745539207,Iris-setosa
+6,6.181614882567069,3.0552010422912175,4.916163434440677,1.7384388741417238,Iris-virginica
+7,6.18181006797847,3.0551032451973548,4.917297969254669,1.7376292014327739,Iris-virginica
+8,6.179366505171115,3.0542531693527932,4.899499028527065,1.6654514087612555,Iris-setosa
+9,5.1089477161730255,4.207051704599713,1.5100223924019711,0.2615308559089723,Iris-setosa
+10,6.179520160331245,3.0542022331987075,4.90234107868244,1.6761745178628082,Iris-versicolor
+11,5.1089477161730255,4.56049368885582,1.5100223921188396,0.2615309808547017,Iris-setosa
+12,5.108947716173026,4.217496810541052,1.5100224013673689,0.2615309058638031,Iris-setosa
+13,5.1089477161730255,4.516438163889079,1.510022391258351,0.2615309277371793,Iris-setosa
+14,5.1089477161730255,4.480812393226561,1.5100223903977203,0.2615309005908634,Iris-setosa
+15,5.1089477161822625,3.054466357056086,1.5100225695697302,0.2615309355399521,Iris-setosa
+16,5.108947716174358,3.0564721565850563,1.5100224755582254,0.2615309457979081,Iris-setosa
+17,5.1089477161730255,3.9207895507281756,1.5100223879160013,0.2615308298200565,Iris-setosa
+18,5.108947716173026,3.356529189282063,1.5100223936376362,0.26153082199572414,Iris-setosa
+19,6.185723885992282,3.0562890070133806,4.9369904891692125,1.7402091433042868,Iris-virginica
+20,6.179368375585456,3.0543613562873535,4.899609100003609,1.6656178247887719,Iris-versicolor
+21,6.1883344047464375,3.0551286643922015,4.93668835823573,1.8114128048558786,Iris-virginica
+22,6.181540527605926,3.0550326319626038,4.915816494615375,1.7427982662778252,Iris-virginica
+23,6.188554711068739,3.0556858683528794,4.942581373175906,1.7742868295776035,Iris-virginica
+24,6.183939932685219,3.0551966020546257,4.9265611640988585,1.7764816545618203,Iris-virginica
+25,5.1089477161730255,3.7356514775193843,1.5100223876393843,0.26153082964463786,Iris-setosa
+26,5.1089477161730255,4.405604127281458,1.510022389454135,0.2615308714448302,Iris-setosa
+27,5.1089477161730255,3.809841764212202,1.5100223891384907,0.26153082916620535,Iris-setosa
+28,6.185630183804191,3.0556072541597326,4.93476482766663,1.7703296310480596,Iris-virginica
+29,5.108947716173027,3.723954916517494,1.510022401190121,0.2615308639209964,Iris-setosa
+30,5.1089477161730255,4.5226726686033025,1.5100223904821823,0.261530920155297,Iris-setosa
+31,5.1089477161730255,3.4585717695444544,1.510022387260119,0.2615308163007404,Iris-setosa
+0,5.1089477161730255,3.134846942405799,1.51002238617365,0.26153081187152166,Iris-setosa
+1,6.1826567860680015,3.0548955857289823,4.920919966626061,1.7375768032456649,Iris-virginica
+2,5.108947752856155,3.103366320407641,1.5100662304130628,0.26158972795203506,Iris-setosa
+3,6.180952639483852,3.0545579877863496,4.912138013995883,1.725881071111675,Iris-virginica
+4,6.179796863330765,3.054471614876181,4.904639980648571,1.6879648962614213,Iris-versicolor
+5,6.17955190351219,3.054158628946429,4.902368708252859,1.675492825931414,Iris-versicolor
+6,6.179470024567728,3.05422372007147,4.901798443698186,1.6727317408190638,Iris-versicolor
+7,5.1089477161730255,4.235812091300867,1.510022388775842,0.2615308436255193,Iris-setosa
+8,5.108947716173066,4.115554122068649,1.5100225412197084,0.26153118255353214,Iris-setosa
+9,5.1089477161730255,4.494268574640448,1.5100223906522183,0.2615309052885145,Iris-setosa
+10,6.18582470637311,3.0556084604865585,4.933578566113273,1.788729283815276,Iris-virginica
+11,5.108947716174784,3.0562510108878818,1.5100225261318938,0.261530889348471,Iris-setosa
+12,5.108947716175324,3.054292090976177,1.5100224714552501,1.665427566801171,Iris-setosa
+13,5.108947716174456,3.055355735670584,1.510022479508943,0.26153087909497025,Iris-setosa
+14,5.1089477161730255,3.4645053882352483,1.5100223893264517,0.2615308201090237,Iris-setosa
+15,5.108947716173026,3.3672527712784732,1.5100223928099743,0.2615308253931519,Iris-setosa
+16,6.179382779442882,3.054031699324479,4.9000111843684735,1.6665682181911674,Iris-versicolor
+17,5.1089477161730255,4.01800399346299,1.5100223896749647,0.261530837501944,Iris-setosa
+18,5.108947717136632,3.0541241333219817,4.8994936041171115,1.6654301210438789,Iris-setosa
+19,6.185530803794196,3.0559301951660296,4.934813191628579,1.7414345757257716,Iris-virginica
+20,6.181381501184419,3.055055324269194,4.917731051524609,1.7251339956392053,Iris-virginica
+21,5.1089477161730255,4.455082658522038,1.51002238988195,0.2615308933127485,Iris-setosa
+22,5.1089477161730485,3.062148109138324,1.5100224033118896,0.2615308291704426,Iris-setosa
+23,6.186439500705992,3.0558609353637696,4.935567310488577,1.7584509816063434,Iris-virginica
+24,5.108947716173027,3.130937626460171,1.5100223964414374,0.261530819435575,Iris-setosa
+25,5.108947716173035,3.4327963391113494,1.5100224351953104,0.2615308888737317,Iris-setosa
+26,5.108947716173026,3.8228470673661703,1.5100223955275303,0.2615308410769852,Iris-setosa
+27,5.1089477161730255,4.2177113280312595,1.5100223888141784,0.2615308388884068,Iris-setosa
+28,6.181688074111549,3.0547768564649185,4.916179904389575,1.7449735479780577,Iris-virginica
+29,5.1089477161730255,3.2031519399516513,1.5100223861111224,0.2615308128790875,Iris-setosa
+30,6.179705292199556,3.054165667479594,4.903948885724731,1.6808764019724147,Iris-virginica
+31,6.1797204204070875,3.0548069387684826,4.903964985940083,1.6860628094428445,Iris-versicolor
+0,6.179986935155555,3.054645421175422,4.9071417701854845,1.6930344779606297,Iris-versicolor
+1,6.18402800620249,3.055580225254605,4.928567777626123,1.763000253549006,Iris-virginica
+2,5.108947716173039,3.3067314834231865,1.5100224309839867,0.26153088125664664,Iris-setosa
+3,6.182255523050812,3.056008908972452,4.921441028283207,1.7279209592895755,Iris-virginica
+4,5.108947716173026,3.1065984946886918,1.5100223884313566,0.2615308127365419,Iris-setosa
+5,5.1089477161730255,4.21613335715588,1.5100223907209223,0.26153084881241184,Iris-setosa
+6,6.1793809214566675,3.0564296732336738,4.899998892682239,1.6668708415798632,Iris-versicolor
+7,6.186924679093436,3.0552447348873906,4.9365491727065,1.804336752689322,Iris-virginica
+8,5.108947716193529,4.006621068983767,1.5100262440947783,0.26153514500094377,Iris-setosa
+9,6.181174530841529,3.055684916895171,4.916265956159601,1.7131806934627918,Iris-virginica
+10,5.1089477161730255,4.417114608270229,1.5100223896391194,0.261530870874595,Iris-setosa
+11,5.108947716173038,3.0622678946049646,1.5100223982141396,0.2615308204267227,Iris-setosa
+12,5.1089477161730255,4.3227950182755155,1.5100223923506484,0.26153087686229,Iris-setosa
+13,6.183533825148755,3.0567343493912995,4.926668003805334,1.7166345039790927,Iris-virginica
+14,5.108947716173032,3.168159160740187,1.5100224109181668,0.26153083560155677,Iris-setosa
+15,5.1089477161730255,4.409825753182661,1.5100223899136194,0.26153087304600786,Iris-setosa
+16,6.179368165124008,3.0540579508718806,4.899570387898523,1.6656139652119433,Iris-versicolor
+17,6.17936709285816,3.1043792380981077,1.5101522268546699,0.26174969829039435,Iris-setosa
+18,6.1810812239536626,3.0556599162773197,4.916424433494186,1.7038971996377001,Iris-virginica
+19,6.186448170818126,3.0559993255716518,4.938339689873399,1.7457365843428894,Iris-virginica
+20,6.181262322350086,3.055306619684978,4.915344958493222,1.7179267391951638,Iris-virginica
+21,6.187595127096417,3.055566799498104,4.941157328396391,1.7708737173792353,Iris-virginica
+22,6.179490412573278,3.0549198938836413,4.902234482077725,1.6733858543708764,Iris-versicolor
+23,5.108947716173191,4.139413577482941,1.510022718518885,0.2615315408842246,Iris-setosa
+24,5.1089477161730255,3.6818705929743456,1.5100223876235142,0.2615308185343834,Iris-setosa
+25,5.1089477161730255,3.101432951904767,1.510022388318394,0.26153081187691046,Iris-setosa
+26,6.179372416908773,3.0540912539606584,4.899687291088447,1.6661762831263969,Iris-versicolor
+27,5.108947726829363,3.1042545504508885,1.5100480469985151,0.2615610263630702,Iris-setosa
+28,6.179706021840457,3.0547135348212993,4.905389620886252,1.6817341580115341,Iris-versicolor
+29,6.18095631971499,3.054566071554569,4.912278694874532,1.71951556250594,Iris-virginica
+30,5.1089477161730255,4.199699689463396,1.5100223886411175,0.2615308399439923,Iris-setosa
+31,6.179779688119938,3.0543569171072664,4.905140338790456,1.6870066244471802,Iris-versicolor
+0,5.1089477161750265,3.2681033823274954,1.510023035847524,0.2615315007538294,Iris-setosa
+1,6.183488044223745,3.055722503499427,4.926429170004363,1.7527297325284723,Iris-virginica
+2,5.1089477161730255,4.121560920897493,1.5100223877457315,0.2615308309690343,Iris-setosa
+3,6.184076271523172,3.0562202766707713,4.933742533951942,1.725287581707697,Iris-virginica
+4,6.179706241691347,3.0541850059128555,4.90363751536097,1.6833890581768822,Iris-virginica
+5,6.1833728218775414,3.0552271640112036,4.923776581161961,1.7636238637539425,Iris-virginica
+6,5.1089477161730255,4.510006657521984,1.5100223907711026,0.26153091793530436,Iris-setosa
+7,6.180281809775628,3.0543995970942484,4.908499731151529,1.6988085102185164,Iris-virginica
+8,6.179373558283974,3.054662516071206,4.899796729335835,1.665914542701331,Iris-versicolor
+9,6.180184613677361,3.0545479050614293,4.907770231230332,1.698844751754158,Iris-virginica
+10,6.181180382260888,3.055366704802725,4.914767917770085,1.7143064616612615,Iris-virginica
+11,6.183414123430529,3.0560488098245178,4.926103882651034,1.7415067260065766,Iris-virginica
+12,5.1089477161730255,4.25221443655482,1.5100223925522958,0.26153086710958734,Iris-setosa
+13,6.183009344019155,3.055454571056757,4.924294928834173,1.7523840480502295,Iris-virginica
+14,5.108947716173394,3.2335337780185154,1.5100226182541647,0.26153116576028645,Iris-setosa
+15,5.1089477162367,3.2869745204576226,1.5100259651276149,0.2615343795907159,Iris-setosa
+16,5.1089477161730255,3.113806944355308,1.5100223862569082,0.2615308136162395,Iris-setosa
+17,5.1089477161730255,4.3855051160747225,1.5100223892497977,0.26153086452422963,Iris-setosa
+18,5.108947716175166,3.055173084769001,1.5100225007134562,0.26153089479739056,Iris-setosa
+19,6.179579399448882,3.0544881802620045,4.903507668535085,1.6764024246911817,Iris-versicolor
+20,6.180061608858005,3.0553917490894262,4.907832189348962,1.6855784280073725,Iris-versicolor
+21,6.182528701823783,3.0555287484343747,4.921665069615599,1.7462508761382818,Iris-virginica
+22,6.1794247547453836,3.05412625089646,4.900817593655159,1.6700035889134808,Iris-versicolor
+23,5.1089477161730255,4.378699595063316,1.5100223928580025,0.2615308981575745,Iris-setosa
diff --git a/iris/lct_gan/4/7/test.csv b/iris/lct_gan/4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/train.csv b/iris/lct_gan/4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/7/val.csv b/iris/lct_gan/4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/synth.csv b/iris/lct_gan/4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d689146735a97a8a8635bf7f5004fddfc803ca38
--- /dev/null
+++ b/iris/lct_gan/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.515736706120904,1.5100223902504868,0.26153090317259775,Iris-setosa
+1,6.181318930108997,3.0549609115112046,4.915982376001025,1.7256704212640717,Iris-virginica
+2,6.179367020782012,3.1070839441885902,1.5101373423667475,0.26176174354365356,Iris-setosa
+3,6.180195742999594,3.0557544312646905,4.9098736625744275,1.6847618205321273,Iris-versicolor
+4,5.1089477161730255,4.040830529646091,1.5100223880984833,0.2615308311759682,Iris-setosa
+5,6.180641245828665,3.0550472873896477,4.912592680731839,1.7043790410987845,Iris-virginica
+6,6.179366570859692,3.0589905824296735,1.5100440230286039,0.2615739613735827,Iris-setosa
+7,5.1089477161730255,3.978357204753945,1.5100223926864553,0.2615308499640431,Iris-setosa
+8,6.17937247712961,3.0544189044612486,4.899738123246552,1.6659207535157903,Iris-versicolor
+9,5.108947716277829,3.0542779895599352,4.899492338033416,1.6654287769732425,Iris-setosa
+10,6.180285403469481,3.054640348444842,4.909654375405737,1.7042270080525261,Iris-virginica
+11,6.180856174551562,3.055413405719812,4.914204625194135,1.7150486920958818,Iris-virginica
+12,6.183026086412839,3.056909115751213,4.926079394252406,1.708305678369384,Iris-virginica
+13,6.18069130211383,3.0547474478590155,4.911494176569224,1.7200154464312034,Iris-virginica
+14,5.108947716173026,4.198080092715756,1.5100224009070427,0.26153089622503817,Iris-setosa
+15,5.108947716567485,3.0543844174900756,4.899493582436624,1.6654295052177637,Iris-setosa
+16,6.1836009303247135,3.0553383993383814,4.924278227508678,1.7814223403096572,Iris-virginica
+17,6.179366609946439,3.05401312811782,4.899503749344275,1.6654454956972236,Iris-versicolor
+18,5.1089477161730255,4.386840131982805,1.5100223896970602,0.2615308655839769,Iris-setosa
+19,6.184102473235081,3.0560562188385716,4.929990721803452,1.7357653855192277,Iris-virginica
+20,5.1089477161730255,4.121607286349267,1.5100223903962566,0.2615308385663117,Iris-setosa
+21,5.1089477161730255,4.240456673156587,1.5100223884214996,0.261530845332764,Iris-setosa
+22,5.108947716173993,3.0823874442579156,1.5100225834089749,0.26153113695232894,Iris-setosa
+23,6.18001718577532,3.0544387628204666,4.907152937232944,1.7004033694350305,Iris-virginica
+24,5.108947716173026,4.16180561786575,1.5100224067082997,0.26153090005726665,Iris-setosa
+25,6.1860266762030305,3.055024597799783,4.928715048829363,1.7880321073386747,Iris-virginica
+26,6.1851921064492945,3.055817331916447,4.935259973581688,1.7531699164520096,Iris-virginica
+27,6.183231703880801,3.0559593983572846,4.92758488046694,1.7479416149017808,Iris-virginica
+28,6.179790870427739,3.0543000698485994,4.904913884028201,1.6864945545176298,Iris-virginica
+29,5.108947716173287,4.011089049985396,1.51002279821613,0.26153151255403156,Iris-setosa
+30,6.180284340533673,3.0549238436003168,4.909563402192984,1.7018507894189507,Iris-versicolor
+31,5.108947716173028,3.1761269219553574,1.5100223994239812,0.2615308275181642,Iris-setosa
+0,6.182508096015304,3.0559100511481367,4.923024410242763,1.7227851147646454,Iris-virginica
+1,6.181600985707535,3.056225489161795,4.91967576555907,1.7094004448509228,Iris-virginica
+2,6.188317405442468,3.0557572381454254,4.942048506622307,1.7647181702015846,Iris-virginica
+3,6.179380603171522,3.054122321806776,4.899854114078156,1.6671710352106257,Iris-versicolor
+4,6.179368862576741,3.055405252624778,4.899667629231989,1.6658223519390027,Iris-setosa
+5,5.108947716173943,3.0689834754944427,1.5100225725422736,0.26153092418442536,Iris-setosa
+6,5.108947716173061,3.0563857661167906,1.5100224031507299,0.26153081928481864,Iris-setosa
+7,6.179440853692309,3.0540810652708585,4.900734981364673,1.6691477978063782,Iris-versicolor
+8,5.1089477161730255,4.2898740020008255,1.5100223945527333,0.26153087998339797,Iris-setosa
+9,6.186471551397134,3.0555286341306567,4.936884499928062,1.7606100348767701,Iris-virginica
+10,5.1089477161730255,4.141751323561392,1.5100223881059118,0.26153083497724117,Iris-setosa
+11,6.180812726211602,3.0552147829866594,4.9133474562010955,1.7090890573678785,Iris-virginica
+12,6.18083461796587,3.0547890718698145,4.912906583731311,1.7155713591183173,Iris-virginica
+13,5.108947716173027,4.524901507387254,1.5100224112059728,0.2615311245539014,Iris-setosa
+14,5.108947716173026,3.9884955774732127,1.5100224002531761,0.26153086310031937,Iris-setosa
+15,6.185883708591664,3.0552213560541563,4.935151467338381,1.777200795210004,Iris-virginica
+16,5.108947716173026,3.499087008923813,1.5100223918931517,0.26153083131708993,Iris-setosa
+17,6.179366511656719,3.0545203845295714,4.899502346674044,1.6654554699263115,Iris-setosa
+18,6.179614863918245,3.054236971328655,4.903539250658738,1.6825715061639555,Iris-versicolor
+19,6.183998736905072,3.0555875323411357,4.928627654137069,1.750061444572866,Iris-virginica
+20,6.184669783435817,3.056216857621181,4.93113487594308,1.7293552927773255,Iris-virginica
+21,6.179848314016554,3.0544096580350533,4.905379283980499,1.6943420411146235,Iris-versicolor
+22,5.1089477161730255,4.172040018587359,1.5100223893187994,0.2615308407399009,Iris-setosa
+23,6.184863803339019,3.0558637758514076,4.928984271132156,1.773842117093437,Iris-virginica
+24,6.179368840270943,3.057289234375052,4.899710430335812,1.6659484225359162,Iris-setosa
+25,6.179634908868388,3.0544819698270773,4.903644831864135,1.6835919608579046,Iris-versicolor
+26,6.179379892114787,3.0557879198391724,4.899992492158761,1.6664991632492525,Iris-versicolor
+27,5.108947716173259,4.196608247207771,1.5100228037301482,0.2615316609920557,Iris-setosa
+28,5.108947718961229,3.076948060354184,1.5100328655111277,0.26154095912544706,Iris-setosa
+29,5.1089477161730255,3.4125246681139245,1.5100223924544052,0.26153082382564596,Iris-setosa
+30,5.1089477161730255,4.2317323436820935,1.5100223884702113,0.2615308429911425,Iris-setosa
+31,5.108947716173026,3.6072419982107564,1.510022396101309,0.26153083374317476,Iris-setosa
+0,5.108947716173152,3.5871319623299325,1.5100225927902298,0.26153113247000226,Iris-setosa
+1,6.183374047168798,3.056567993007927,4.926904114241238,1.7249403898843454,Iris-virginica
+2,5.1089477161730255,3.4038601500722185,1.5100223862820945,0.26153081551805774,Iris-setosa
+3,5.108947716173031,3.761128262925895,1.51002242877444,0.2615308816557105,Iris-setosa
+4,5.1089477161730255,4.523708678864612,1.5100223913964435,0.2615309388446741,Iris-setosa
+5,6.183455032820596,3.0564017694422545,4.928880517489194,1.730984700213223,Iris-virginica
+6,5.108947716173039,3.058022427524063,1.5100223974533658,0.26153081582890875,Iris-setosa
+7,5.108947716253023,3.0544128107952164,4.899492163117479,1.6654289451091335,Iris-setosa
+8,5.1089477161730406,3.8037619140382293,1.5100224662310322,0.2615309536858308,Iris-setosa
+9,6.179368113338929,3.0640064420801214,1.5101658461088194,0.261743632667922,Iris-setosa
+10,6.185505652381734,3.0555106507146426,4.935302415553468,1.7730926729357968,Iris-virginica
+11,6.1796048094492155,3.0542584173121803,4.9033834583870135,1.679815549124494,Iris-versicolor
+12,6.179452130473248,3.054110881725206,4.901043361518146,1.670423996273434,Iris-versicolor
+13,5.1089477161730255,4.425035579016983,1.5100223902733418,0.2615308813872485,Iris-setosa
+14,5.10894771617304,3.5096339127903797,1.5100224448369468,0.2615309308261267,Iris-setosa
+15,5.1089477161730255,4.310859829748495,1.5100223935838777,0.2615308756481323,Iris-setosa
+16,6.180856468586605,3.0555247336169025,4.913041549764378,1.707856789690977,Iris-virginica
+17,6.187364914564457,3.0558056898412906,4.937741253068571,1.7747066219277017,Iris-virginica
+18,6.1795764396863895,3.054336690983886,4.903200825257658,1.6791979079409347,Iris-versicolor
+19,5.1089477161730255,3.892335536628911,1.5100223898924516,0.2615308369512728,Iris-setosa
+20,5.1089477161730255,4.450383777570574,1.5100223917097988,0.2615309012422377,Iris-setosa
+21,5.108947716243761,3.4398871364440886,1.5100267196224735,0.261536052479762,Iris-setosa
+22,5.108947718070354,3.3190712620341056,1.5100416864350092,0.2615539348055346,Iris-setosa
+23,5.1089477161730255,4.363207558179195,1.5100223885743984,0.2615308578443572,Iris-setosa
+24,5.108947716174362,3.0552564776826365,1.5100224806176328,0.2615308730134656,Iris-setosa
+25,6.185132165131267,3.0555841341197754,4.933324208193407,1.7698632871827888,Iris-virginica
+26,6.179394158041842,3.054317469495603,4.9004101707370245,1.6678890131312922,Iris-versicolor
+27,5.108947719175603,3.0542943623852477,4.899496096436498,1.6654357651569967,Iris-setosa
+28,5.1089477161730255,4.220759598899566,1.5100223921665006,0.2615308598489741,Iris-setosa
+29,5.1089477161730255,4.204219290668,1.5100223887151476,0.2615308414886854,Iris-setosa
+30,6.17936709639618,3.0660087349199427,1.5101004907895617,0.26169912405991025,Iris-setosa
+31,6.180372777629544,3.0546567446390265,4.910167426429931,1.7053114939184,Iris-virginica
+0,5.108947716381129,3.1146409300398026,1.5100270937222215,0.26153415053430157,Iris-setosa
+1,6.179367331069136,3.0585691538787105,4.899623032809936,1.6657831524781863,Iris-setosa
+2,5.1089477161730255,4.14706470130037,1.510022396129873,0.26153086431620326,Iris-setosa
+3,5.1089477161730255,4.371507283149776,1.5100223926824623,0.261530888480855,Iris-setosa
+4,6.186235709845764,3.055567236287223,4.9357172237624045,1.7822725743051662,Iris-virginica
+5,6.1811833736796435,3.0548860051455273,4.914569825010243,1.725142687343468,Iris-virginica
+6,5.108947717223044,3.4332989663671656,1.5100367200547782,0.2615540419946957,Iris-setosa
+7,5.1089477161730255,4.279060342235052,1.5100223888372568,0.2615308468275271,Iris-setosa
+8,6.179405312326335,3.054804761916559,4.900615187890961,1.6679478057080004,Iris-versicolor
+9,5.1089477161730255,3.7090721731868537,1.5100223883099655,0.2615308299995572,Iris-setosa
+10,5.108947747123177,3.1629910356581843,1.5100704432222352,0.2616053994875061,Iris-setosa
+11,6.179417542144869,3.0541420387579064,4.900935667047118,1.6697345946959536,Iris-versicolor
+12,5.108947716173037,3.0591153058974236,1.5100223960204446,0.26153081882458007,Iris-setosa
+13,6.179506993123503,3.0541542952532788,4.901719776046445,1.6733455369675354,Iris-versicolor
+14,5.108947716173516,3.056462795955763,1.5100224494926167,0.2615308843205038,Iris-setosa
+15,5.108947716173027,4.357055996106478,1.5100224179035158,0.26153099387435985,Iris-setosa
+16,5.108947717973548,3.0541070316972703,4.899494530094104,1.6654302572571997,Iris-setosa
+17,6.180055418479162,3.0543732929260083,4.907515319100985,1.6949723462809514,Iris-virginica
+18,6.179369125983247,3.069774001617457,1.5102206584043658,0.26186774996313,Iris-setosa
+19,6.179410835483542,3.0540590926827598,4.900528083787347,1.6686743978449503,Iris-versicolor
+20,5.108947716173051,3.063599738182398,1.5100224087770098,0.26153082408827116,Iris-setosa
+21,6.190319068430416,3.055789470586444,4.9511339495234665,1.7577820727445066,Iris-virginica
+22,5.1089477161730255,3.381457883531435,1.5100223866828986,0.2615308177056371,Iris-setosa
+23,5.1089477161730255,4.149496826831766,1.5100223878424244,0.26153083445178,Iris-setosa
diff --git a/iris/lct_gan/4/8/test.csv b/iris/lct_gan/4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/train.csv b/iris/lct_gan/4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/8/val.csv b/iris/lct_gan/4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/synth.csv b/iris/lct_gan/4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20cbcae0e3e57434ba7740474a023781dc1d6816
--- /dev/null
+++ b/iris/lct_gan/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173391,3.113416946509427,1.510022589333832,0.26153092388787635,Iris-setosa
+1,6.180190199645996,3.0544028848354303,4.90749831682958,1.7054517651050987,Iris-virginica
+2,5.108947716173067,3.787905547737501,1.5100225034111148,0.2615311251774222,Iris-setosa
+3,5.108947716173026,3.790389808643559,1.5100223991052246,0.261530857044623,Iris-setosa
+4,6.183682287921254,3.055417601149233,4.927762830956102,1.7506543140730115,Iris-virginica
+5,5.108947716179238,3.054310689353237,4.899491556441676,1.6654276732084874,Iris-setosa
+6,5.1089477161730255,3.735445563396339,1.5100223873742293,0.26153082389309473,Iris-setosa
+7,6.185203834735027,3.0558284592223948,4.933442979428122,1.7605077246431857,Iris-virginica
+8,6.179371046100902,3.0540580656032312,4.8996652875088404,1.6660002047955496,Iris-versicolor
+9,6.180468764035924,3.055160897738795,4.911094310129305,1.702888381191218,Iris-virginica
+10,5.1089477161730255,4.3538071173834965,1.510022389618461,0.26153086620053584,Iris-setosa
+11,6.179527292794356,3.0546181193902915,4.9023975861625475,1.673405977591209,Iris-versicolor
+12,5.1089477161730255,4.079168370134384,1.5100223882359451,0.26153083609216554,Iris-setosa
+13,5.108947716173027,3.7108092805961554,1.5100224052608222,0.26153085275548443,Iris-setosa
+14,5.1089477161730255,4.485941030398803,1.5100223908108776,0.2615309148674022,Iris-setosa
+15,5.108947716173026,4.379565907771131,1.5100224054440776,0.2615309514814484,Iris-setosa
+16,6.179639704955542,3.0544018290856414,4.903855541683549,1.684464348258798,Iris-versicolor
+17,5.1089477161730255,4.428005646823296,1.5100223929125793,0.2615309040887479,Iris-setosa
+18,6.179367152679857,3.091206014732964,1.5101432876531953,0.2617462686106113,Iris-setosa
+19,5.108947716175176,3.054635113264128,1.51002247807457,0.2615308966409371,Iris-setosa
+20,5.1089477161730255,4.294076463515296,1.5100223894164915,0.2615308543161837,Iris-setosa
+21,5.1089477161730255,3.859100935348722,1.5100223875078933,0.2615308253481343,Iris-setosa
+22,5.108947716173026,3.104326526375122,1.5100223895858838,0.2615308156085843,Iris-setosa
+23,6.18559483406427,3.0556020466996827,4.936113318607476,1.7691730993062367,Iris-virginica
+24,6.179992624263038,3.0545484182207265,4.906582122572597,1.6913957409720521,Iris-versicolor
+25,6.1802337073332785,3.055246863592898,4.9104097699637235,1.6913301665658498,Iris-versicolor
+26,5.108947716173639,3.529167832174326,1.5100228479432152,0.26153136149157274,Iris-setosa
+27,5.1089477161737165,3.142914402221576,1.5100226611122634,0.2615310827655848,Iris-setosa
+28,6.18577669029375,3.055278622216832,4.934399999929102,1.7735191732978934,Iris-virginica
+29,5.1089477161730255,4.538909746780265,1.5100223908273764,0.26153092378946347,Iris-setosa
+30,6.187424353913945,3.055390038659056,4.939349942624973,1.7898274793438043,Iris-virginica
+31,5.1089477161730255,4.284027215497771,1.51002238962077,0.2615308519056835,Iris-setosa
+0,6.179366901692695,3.054698409853499,4.899542017233532,1.6655852748926063,Iris-setosa
+1,5.108947716173049,3.1737129175880296,1.510022433585506,0.2615308879904029,Iris-setosa
+2,6.183132511411827,3.0560394006966396,4.927636683810718,1.7243080031462006,Iris-virginica
+3,6.179366867252143,3.059656396354318,1.5100721735166382,0.2616387574883201,Iris-setosa
+4,6.1793668345523045,3.0541733381545795,4.899527447341569,1.665504527970505,Iris-versicolor
+5,5.1089477161730255,4.408295384171103,1.5100223919615625,0.26153089206110347,Iris-setosa
+6,5.108947717555396,3.1247636286605127,1.5100343521312043,0.26154062237596853,Iris-setosa
+7,5.108947716173033,3.059425291543242,1.510022393408121,0.26153081692676655,Iris-setosa
+8,5.1089477161730255,4.464527919254452,1.510022391048751,0.26153090531400364,Iris-setosa
+9,6.185066417361897,3.0557414080866887,4.930908552111837,1.7743011395681803,Iris-virginica
+10,6.182803929778732,3.056224571512229,4.923929208420724,1.7205733370419345,Iris-virginica
+11,6.179366932951858,3.0557180382085876,4.899579517716827,1.6655589561005157,Iris-setosa
+12,5.108947716199589,3.0545305311981648,1.5100226691082186,0.2615311270255835,Iris-setosa
+13,5.1089477161730255,4.439156228871962,1.5100223895427565,0.261530880167257,Iris-setosa
+14,6.179366677704264,3.0546379513368986,4.899531811234364,1.66550813005274,Iris-setosa
+15,5.1089477161730255,4.419986278284443,1.5100223901431926,0.2615308802409442,Iris-setosa
+16,6.184725125815705,3.0551069340077444,4.927780550025947,1.7970021157956468,Iris-virginica
+17,5.108947716173222,3.065316159033624,1.5100224589490878,0.2615308718713202,Iris-setosa
+18,5.108947716173151,3.078616511476807,1.510022446824058,0.26153089282940645,Iris-setosa
+19,5.108947716174702,3.0542051667593553,4.899491448892542,1.6654275195745627,Iris-setosa
+20,5.1089477161730255,4.08937907295842,1.510022388028687,0.26153083091585405,Iris-setosa
+21,6.183683845766668,3.0556807578899985,4.926347096973773,1.7609747862918417,Iris-virginica
+22,5.1089477161730255,4.029886325374989,1.5100223888886672,0.2615308333843643,Iris-setosa
+23,6.179398145960194,3.0545920514011025,4.900299827258019,1.6702781573715235,Iris-versicolor
+24,5.1089477161730255,4.078992902658003,1.510022388024495,0.2615308325741672,Iris-setosa
+25,5.1089477161730255,4.474064365375354,1.5100223909001618,0.2615309048290037,Iris-setosa
+26,6.182664245181038,3.055217839001202,4.9222581456748395,1.7393176824412615,Iris-virginica
+27,6.179366819041103,3.05410236914196,4.899518258564615,1.6655016312391677,Iris-versicolor
+28,6.179370864256454,3.057905836121878,4.899818924927238,1.6661405668776867,Iris-setosa
+29,5.1089477161730255,3.3325818198194908,1.5100223893534366,0.2615308230829418,Iris-setosa
+30,5.108947717239228,3.074155805665336,1.5100291635556944,0.26153613560445027,Iris-setosa
+31,5.1089477161730406,4.290383300729981,1.5100224778608862,0.26153119730475327,Iris-setosa
+0,5.108947716458469,3.0758688867551145,1.5100263792220172,0.2615333843359503,Iris-setosa
+1,5.1089477161730255,4.364123121300228,1.5100223903949674,0.261530870424513,Iris-setosa
+2,6.184558946342533,3.056319314805177,4.9309472482841326,1.7277805086570306,Iris-virginica
+3,6.1804910365368135,3.054618264684806,4.910349938790083,1.7092547609249704,Iris-virginica
+4,6.180575748433531,3.0547854164650894,4.910365128350928,1.7157265406235145,Iris-virginica
+5,5.1089477161730255,4.0144080950920635,1.5100223874662921,0.2615308298253677,Iris-setosa
+6,5.1089477161730255,3.3412295690228047,1.5100223870431844,0.2615308200758704,Iris-setosa
+7,6.186851151160318,3.0560082660140386,4.939795373839037,1.7378442036578121,Iris-virginica
+8,6.179813655616287,3.0542921202061333,4.904563164400435,1.6848277603553259,Iris-versicolor
+9,5.1089477161730255,4.4581953258511415,1.5100223899029381,0.26153088527533774,Iris-setosa
+10,5.1089477161730255,3.8562587846721366,1.5100223870599965,0.26153082193808447,Iris-setosa
+11,5.1089477161730255,4.329729641311529,1.5100223892490015,0.2615308528149059,Iris-setosa
+12,6.181683149416744,3.054770867241896,4.916289928650955,1.7404223249696484,Iris-virginica
+13,6.183867660370624,3.055273621127315,4.924806363348906,1.783841152861832,Iris-virginica
+14,6.179425324618021,3.0571517024512493,4.900866010575771,1.6687844332222164,Iris-versicolor
+15,5.1089477161730255,4.008196670069389,1.5100223932640218,0.26153085301229567,Iris-setosa
+16,5.1089477161730255,4.295449189990822,1.5100223891706672,0.26153085383662744,Iris-setosa
+17,6.1796650870687335,3.054912961302778,4.904803479480626,1.6755860823063913,Iris-versicolor
+18,5.108947716173079,3.0781739146017464,1.510022427033857,0.26153085873762755,Iris-setosa
+19,6.184912666141698,3.0556905119414197,4.931652196490808,1.7596842900691534,Iris-virginica
+20,5.108947716173026,3.0810391787780236,1.5100223864194071,0.26153081349392304,Iris-setosa
+21,6.183414908104958,3.0554451718902067,4.925322428522267,1.7606657870698785,Iris-virginica
+22,5.108947716173043,3.5400052413548417,1.5100224510586868,0.26153095008277083,Iris-setosa
+23,6.181901669916255,3.054792148863517,4.918626933886855,1.7313561335390788,Iris-virginica
+24,6.18831839683033,3.05555872609369,4.939474420106814,1.7894472368582228,Iris-virginica
+25,6.179367563215797,3.054202122152545,4.899557475676235,1.6656127003353876,Iris-versicolor
+26,5.108947716173032,3.067413110646039,1.5100223983816228,0.2615308182482496,Iris-setosa
+27,6.179411145164251,3.0542289980909234,4.900733969287486,1.6697380567772921,Iris-versicolor
+28,6.17938007734913,3.0540581696311855,4.8998780858855415,1.6664092788248588,Iris-versicolor
+29,5.1089477161730255,4.13531858078225,1.5100223921469245,0.26153085553847405,Iris-setosa
+30,6.18922679465254,3.055390008976312,4.943211496067519,1.8110343633540633,Iris-virginica
+31,6.184797844673145,3.0555906029455016,4.9335125018417445,1.7595327594712646,Iris-virginica
+0,6.179626337777391,3.0545471116265985,4.903892103875754,1.68100511847794,Iris-versicolor
+1,5.108947716173029,3.104348086310197,1.5100223950044265,0.2615308270069759,Iris-setosa
+2,6.1803401867121925,3.0545737995323425,4.90856722823826,1.7221718863175781,Iris-virginica
+3,6.1795649741933865,3.0541983154916013,4.902587350342037,1.677431866359377,Iris-versicolor
+4,5.108947716173033,3.1549869290805397,1.5100224033943153,0.26153087121762714,Iris-setosa
+5,5.1089477161730255,4.506195623454825,1.5100223903622463,0.26153090183779687,Iris-setosa
+6,6.18096831885458,3.0555593879685636,4.914102514637675,1.7125430930071501,Iris-virginica
+7,6.186865404975257,3.055602471112607,4.936514813282021,1.7815310257647616,Iris-virginica
+8,5.108947716173026,3.064264854612876,1.5100223879423311,0.26153081151563706,Iris-setosa
+9,6.186331755948055,3.056040031983194,4.937278903222615,1.7524828607211378,Iris-virginica
+10,5.108947716381332,3.0541184539691946,4.899492482829761,1.665428213245606,Iris-setosa
+11,5.108947716371824,3.080151391460444,1.5100253426261174,0.26153416545522995,Iris-setosa
+12,5.108947716173183,3.0714656805434895,1.510022457107402,0.26153086754012805,Iris-setosa
+13,6.184498498175719,3.056231015585565,4.933151657533718,1.7453036369809343,Iris-virginica
+14,6.179368596361436,3.068362266985803,1.5101774954007063,0.26187579999834343,Iris-setosa
+15,6.179394401152895,3.054111918545957,4.900312465032049,1.6681177166584398,Iris-versicolor
+16,5.1089477161730255,4.401580533376499,1.5100223955666716,0.26153091516887356,Iris-setosa
+17,6.181620479516266,3.0546526052546503,4.916186151557663,1.72762071702491,Iris-virginica
+18,5.1089477161730255,4.308689102330767,1.5100223889345732,0.261530850509,Iris-setosa
+19,5.10894771617305,3.1070235757264157,1.5100224179084418,0.26153087885712484,Iris-setosa
+20,6.188311806401734,3.055607101117519,4.945526181278699,1.7818789810486226,Iris-virginica
+21,6.179366733803625,3.054053475135482,4.899512428137605,1.665484123696939,Iris-versicolor
+22,5.108947716173027,4.292958231852841,1.5100224110182603,0.2615309540181808,Iris-setosa
+23,6.179368146461547,3.0607244265483247,4.899700485710121,1.6660242629268298,Iris-setosa
diff --git a/iris/lct_gan/4/9/test.csv b/iris/lct_gan/4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/train.csv b/iris/lct_gan/4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/9/val.csv b/iris/lct_gan/4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/ae_state.json b/iris/lct_gan/4/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..83175c990f66f5ad7898528e564e70da5eb469c6
--- /dev/null
+++ b/iris/lct_gan/4/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f200e927f005d01e0e19abe933b2e22dbd4504371d43c52cc1726555d91842
+size 93711
diff --git a/iris/lct_gan/4/d_state.json b/iris/lct_gan/4/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..434d6b49deb07f519bdfb87c29343feb574badac
--- /dev/null
+++ b/iris/lct_gan/4/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecd25784057f83ab31c24d10305e0341e8f4f353cbac5bcfab76b62ff0e6c35c
+size 10583
diff --git a/iris/lct_gan/4/g_state.json b/iris/lct_gan/4/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..742c372b37132d2147d565e0a547b3f44d5d2418
--- /dev/null
+++ b/iris/lct_gan/4/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c620261cce62020555a25cbb33199546c0b1a0e052ebfd4df9bfbf6e07a9a76c
+size 17988
diff --git a/iris/lct_gan/4/lct_gan_eval.ipynb b/iris/lct_gan/4/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d5b5e8af839d404c86bb4cdfedd49abc86d78485
--- /dev/null
+++ b/iris/lct_gan/4/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2d2bf837",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:02.251144Z",
+     "iopub.status.busy": "2024-07-25T10:00:02.250869Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.484000Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.482877Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 18.245019,
+     "end_time": "2024-07-25T10:00:20.486647",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:02.241628",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 44%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "507a941d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.510534Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.510181Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.518133Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.517358Z"
+    },
+    "papermill": {
+     "duration": 0.02188,
+     "end_time": "2024-07-25T10:00:20.520024",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.498144",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f1fa56eb",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009959,
+     "end_time": "2024-07-25T10:00:20.540651",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.530692",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ca0ee1ae",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.562480Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.562171Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.566215Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.565399Z"
+    },
+    "papermill": {
+     "duration": 0.01718,
+     "end_time": "2024-07-25T10:00:20.568026",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.550846",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "4af3a65e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.589574Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.589062Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.595986Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.595140Z"
+    },
+    "papermill": {
+     "duration": 0.019989,
+     "end_time": "2024-07-25T10:00:20.597961",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.577972",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "b9ab8499",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.620656Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.620382Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.625236Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.624397Z"
+    },
+    "papermill": {
+     "duration": 0.018429,
+     "end_time": "2024-07-25T10:00:20.627231",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.608802",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/4\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "ce2c28cd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.648787Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.648546Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.653793Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.652985Z"
+    },
+    "papermill": {
+     "duration": 0.018625,
+     "end_time": "2024-07-25T10:00:20.655979",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.637354",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "5f07f5a0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.677789Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.677546Z",
+     "iopub.status.idle": "2024-07-25T10:00:21.660888Z",
+     "shell.execute_reply": "2024-07-25T10:00:21.659934Z"
+    },
+    "papermill": {
+     "duration": 0.996823,
+     "end_time": "2024-07-25T10:00:21.663181",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.666358",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "560f30b5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:21.686286Z",
+     "iopub.status.busy": "2024-07-25T10:00:21.685960Z",
+     "iopub.status.idle": "2024-07-25T10:00:22.690009Z",
+     "shell.execute_reply": "2024-07-25T10:00:22.689009Z"
+    },
+    "papermill": {
+     "duration": 1.018113,
+     "end_time": "2024-07-25T10:00:22.692113",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:21.674000",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "c8547be5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:22.716976Z",
+     "iopub.status.busy": "2024-07-25T10:00:22.716651Z",
+     "iopub.status.idle": "2024-07-25T10:00:22.725865Z",
+     "shell.execute_reply": "2024-07-25T10:00:22.725043Z"
+    },
+    "papermill": {
+     "duration": 0.023906,
+     "end_time": "2024-07-25T10:00:22.727778",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:22.703872",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e2f308a7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:22.750555Z",
+     "iopub.status.busy": "2024-07-25T10:00:22.750283Z",
+     "iopub.status.idle": "2024-07-25T10:00:23.104696Z",
+     "shell.execute_reply": "2024-07-25T10:00:23.103914Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.368461,
+     "end_time": "2024-07-25T10:00:23.107066",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:22.738605",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "273c3053",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:23.133093Z",
+     "iopub.status.busy": "2024-07-25T10:00:23.132772Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.720547Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.719553Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.603129,
+     "end_time": "2024-07-25T10:00:24.722921",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:23.119792",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "9ef16fe0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.746785Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.746400Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.754163Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.753486Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021706,
+     "end_time": "2024-07-25T10:00:24.756084",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.734378",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "2752d86b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.780932Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.780650Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.785381Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.784506Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019354,
+     "end_time": "2024-07-25T10:00:24.787321",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.767967",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "3e8b22a7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.810951Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.810695Z",
+     "iopub.status.idle": "2024-07-25T10:00:25.292552Z",
+     "shell.execute_reply": "2024-07-25T10:00:25.291605Z"
+    },
+    "papermill": {
+     "duration": 0.496475,
+     "end_time": "2024-07-25T10:00:25.294850",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.798375",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "b33bf5a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:25.320930Z",
+     "iopub.status.busy": "2024-07-25T10:00:25.320589Z",
+     "iopub.status.idle": "2024-07-25T10:00:37.690238Z",
+     "shell.execute_reply": "2024-07-25T10:00:37.689348Z"
+    },
+    "papermill": {
+     "duration": 12.384918,
+     "end_time": "2024-07-25T10:00:37.692515",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:25.307597",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:00:29.207139: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:00:29.207277: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:00:29.335625: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "344beedd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:37.720158Z",
+     "iopub.status.busy": "2024-07-25T10:00:37.718923Z",
+     "iopub.status.idle": "2024-07-25T10:00:37.730208Z",
+     "shell.execute_reply": "2024-07-25T10:00:37.729513Z"
+    },
+    "papermill": {
+     "duration": 0.026847,
+     "end_time": "2024-07-25T10:00:37.732168",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:37.705321",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "738493af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:37.756250Z",
+     "iopub.status.busy": "2024-07-25T10:00:37.755946Z",
+     "iopub.status.idle": "2024-07-25T10:00:40.577266Z",
+     "shell.execute_reply": "2024-07-25T10:00:40.576442Z"
+    },
+    "papermill": {
+     "duration": 2.836088,
+     "end_time": "2024-07-25T10:00:40.579765",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:37.743677",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f7e00e88",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:40.607246Z",
+     "iopub.status.busy": "2024-07-25T10:00:40.606886Z",
+     "iopub.status.idle": "2024-07-25T10:00:40.613663Z",
+     "shell.execute_reply": "2024-07-25T10:00:40.612587Z"
+    },
+    "papermill": {
+     "duration": 0.022828,
+     "end_time": "2024-07-25T10:00:40.615732",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:40.592904",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "60f30149",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:40.641917Z",
+     "iopub.status.busy": "2024-07-25T10:00:40.641040Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.166795Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.165807Z"
+    },
+    "papermill": {
+     "duration": 0.541821,
+     "end_time": "2024-07-25T10:00:41.169433",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:40.627612",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "47320ab7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.198005Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.197579Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.218855Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.218000Z"
+    },
+    "papermill": {
+     "duration": 0.037599,
+     "end_time": "2024-07-25T10:00:41.220831",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.183232",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "1972901f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.246023Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.245763Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.333743Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.333001Z"
+    },
+    "papermill": {
+     "duration": 0.102771,
+     "end_time": "2024-07-25T10:00:41.335597",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.232826",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7d59ca564ca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7d59ca564ca0>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "86bad2dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.362495Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.362112Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.381352Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.380652Z"
+    },
+    "papermill": {
+     "duration": 0.034882,
+     "end_time": "2024-07-25T10:00:41.383333",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.348451",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "386f8acc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.409295Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.408513Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.412325Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.411639Z"
+    },
+    "papermill": {
+     "duration": 0.018935,
+     "end_time": "2024-07-25T10:00:41.414288",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.395353",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "14314c1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.439968Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.439696Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.687100Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.686204Z"
+    },
+    "papermill": {
+     "duration": 0.262788,
+     "end_time": "2024-07-25T10:00:41.689239",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.426451",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "3fe25ebd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.717796Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.717152Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.976604Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.975686Z"
+    },
+    "papermill": {
+     "duration": 0.276139,
+     "end_time": "2024-07-25T10:00:41.978719",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.702580",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "69238adf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:42.008045Z",
+     "iopub.status.busy": "2024-07-25T10:00:42.007448Z",
+     "iopub.status.idle": "2024-07-25T10:00:42.014831Z",
+     "shell.execute_reply": "2024-07-25T10:00:42.014026Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024108,
+     "end_time": "2024-07-25T10:00:42.016680",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.992572",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "cb73b9e4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:42.043136Z",
+     "iopub.status.busy": "2024-07-25T10:00:42.042860Z",
+     "iopub.status.idle": "2024-07-25T10:00:58.765205Z",
+     "shell.execute_reply": "2024-07-25T10:00:58.764388Z"
+    },
+    "papermill": {
+     "duration": 16.738246,
+     "end_time": "2024-07-25T10:00:58.767688",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:42.029442",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.49740076065063477\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47558313608169556\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4607626795768738\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "3fe71700",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:58.799311Z",
+     "iopub.status.busy": "2024-07-25T10:00:58.798406Z",
+     "iopub.status.idle": "2024-07-25T10:01:46.456511Z",
+     "shell.execute_reply": "2024-07-25T10:01:46.455431Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 47.676198,
+     "end_time": "2024-07-25T10:01:46.458683",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:58.782485",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.005081] [G loss: -0.526435]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8156284093856812\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7630655765533447\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.740917444229126\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7270433902740479\n",
+      "[Epoch 20/179] [D loss: -0.027148] [G loss: -0.519405]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.050545] [G loss: -0.508530]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.702073335647583\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8114733695983887\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7570556998252869\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.737424910068512\n",
+      "[Epoch 40/179] [D loss: -0.080018] [G loss: -0.496405]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.706474781036377\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6850012540817261\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7937987446784973\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7392733097076416\n",
+      "[Epoch 50/179] [D loss: -0.110080] [G loss: -0.486002]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.154903] [G loss: -0.465305]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6718433499336243\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6424212455749512\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6302288770675659\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7395081520080566\n",
+      "[Epoch 70/179] [D loss: -0.200987] [G loss: -0.426372]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5849274396896362\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5827735662460327\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5495247840881348\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5337446928024292\n",
+      "[Epoch 80/179] [D loss: -0.280887] [G loss: -0.377467]\n",
+      "[Epoch 90/179] [D loss: -0.319268] [G loss: -0.341263]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6050710678100586\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5643001794815063\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5413470268249512\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5330322980880737\n",
+      "[Epoch 100/179] [D loss: -0.316985] [G loss: -0.373712]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.255853] [G loss: -0.424651]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48445481061935425\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5860967040061951\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5191829204559326\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5076761245727539\n",
+      "[Epoch 120/179] [D loss: -0.254340] [G loss: -0.454215]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48060885071754456\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4651121199131012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5860960483551025\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5160477161407471\n",
+      "[Epoch 130/179] [D loss: -0.279171] [G loss: -0.425805]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.293689] [G loss: -0.378906]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47564274072647095\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4620603621006012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4485534429550171\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5644770264625549\n",
+      "[Epoch 150/179] [D loss: -0.346014] [G loss: -0.301806]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47211146354675293\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45414596796035767\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43426400423049927\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.40894031524658203\n",
+      "[Epoch 160/179] [D loss: -0.437032] [G loss: -0.247113]\n",
+      "[Epoch 170/179] [D loss: -0.396644] [G loss: -0.262029]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5142303705215454\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4631946086883545\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4506166875362396\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4495374262332916\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "38adfc81",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:01:46.496180Z",
+     "iopub.status.busy": "2024-07-25T10:01:46.495772Z",
+     "iopub.status.idle": "2024-07-25T10:01:46.523810Z",
+     "shell.execute_reply": "2024-07-25T10:01:46.522947Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.04899,
+     "end_time": "2024-07-25T10:01:46.525828",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:46.476838",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "0f9097af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:01:46.560645Z",
+     "iopub.status.busy": "2024-07-25T10:01:46.560365Z",
+     "iopub.status.idle": "2024-07-25T10:01:47.460465Z",
+     "shell.execute_reply": "2024-07-25T10:01:47.459482Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.920421,
+     "end_time": "2024-07-25T10:01:47.463081",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:46.542660",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "690856df",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.018042,
+     "end_time": "2024-07-25T10:01:47.499129",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:47.481087",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 109.126386,
+   "end_time": "2024-07-25T10:01:49.936170",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:00:00.809784",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/4/mlu_log_ae.csv b/iris/lct_gan/4/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0e585bf37017beb29ebf4fcd811f1a7d3e6dba
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.4986534118652344,,,,,,
+lct_ae,1,3.5271527767181396,,,,,,
+lct_ae,2,3.5700912475585938,,,,,,
+lct_ae,3,3.3974103927612305,,,,,,
+lct_ae,4,3.327864170074463,,,,,,
+lct_ae,5,3.399346351623535,,,,,,
+lct_ae,6,3.0679612159729004,,,,,,
+lct_ae,7,2.970383882522583,,,,,,
+lct_ae,8,2.7324440479278564,,,,,,
+lct_ae,9,2.2681570053100586,,,,,,
+lct_ae,10,2.418757915496826,,,,,,
+lct_ae,11,2.2712135314941406,,,,,,
+lct_ae,12,1.866905927658081,,,,,,
+lct_ae,13,1.349912405014038,,,,,,
+lct_ae,14,1.5977314710617065,,,,,,
+lct_ae,15,1.1973567008972168,,,,,,
+lct_ae,16,0.922486424446106,,,,,,
+lct_ae,17,1.0071160793304443,,,,,,
+lct_ae,18,0.7602756023406982,,,,,,
+lct_ae,19,0.8171332478523254,,,,,,
+lct_ae,20,0.763974666595459,,,,,,
+lct_ae,21,0.6746745109558105,,,,,,
+lct_ae,22,0.8347856402397156,,,,,,
+lct_ae,23,0.6483541131019592,,,,,,
+lct_ae,24,0.7043160200119019,,,,,,
+lct_ae,25,0.7819628715515137,,,,,,
+lct_ae,26,0.5552341341972351,,,,,,
+lct_ae,27,0.6204043626785278,,,,,,
+lct_ae,28,0.5677111744880676,,,,,,
+lct_ae,29,0.6595007181167603,,,,,,
+lct_ae,30,0.6062114238739014,,,,,,
+lct_ae,31,0.5516535043716431,0.0,0.0,0.0,0.42536449432373047,0.49740076065063477,0.567915678024292
+lct_ae,32,0.5883382558822632,,,,,,
+lct_ae,33,0.5119552612304688,,,,,,
+lct_ae,34,0.6055833101272583,,,,,,
+lct_ae,35,0.3614434599876404,,,,,,
+lct_ae,36,0.3311147093772888,,,,,,
+lct_ae,37,0.5486644506454468,,,,,,
+lct_ae,38,0.7449760437011719,,,,,,
+lct_ae,39,0.5318520665168762,,,,,,
+lct_ae,40,0.30351030826568604,,,,,,
+lct_ae,41,0.3118201792240143,,,,,,
+lct_ae,42,0.3014361262321472,,,,,,
+lct_ae,43,0.5385234951972961,,,,,,
+lct_ae,44,0.36131900548934937,,,,,,
+lct_ae,45,0.38983651995658875,,,,,,
+lct_ae,46,0.3758348226547241,,,,,,
+lct_ae,47,0.21075160801410675,,,,,,
+lct_ae,48,0.3469066917896271,,,,,,
+lct_ae,49,0.3074982166290283,,,,,,
+lct_ae,50,0.45988157391548157,,,,,,
+lct_ae,51,0.4243018329143524,,,,,,
+lct_ae,52,0.5395359396934509,,,,,,
+lct_ae,53,0.2739841639995575,,,,,,
+lct_ae,54,0.2708912789821625,,,,,,
+lct_ae,55,0.4835285544395447,,,,,,
+lct_ae,56,0.4144318103790283,,,,,,
+lct_ae,57,0.43324562907218933,,,,,,
+lct_ae,58,0.31808239221572876,,,,,,
+lct_ae,59,0.4249880313873291,,,,,,
+lct_ae,60,0.3107798993587494,,,,,,
+lct_ae,61,0.2554703950881958,,,,,,
+lct_ae,62,0.2743522524833679,,,,,,
+lct_ae,63,0.3754592835903168,1.0,1.0,0.0,0.28499072790145874,0.47558313608169556,0.4036928415298462
+lct_ae,64,0.5055826902389526,,,,,,
+lct_ae,65,0.3421683609485626,,,,,,
+lct_ae,66,0.28692641854286194,,,,,,
+lct_ae,67,0.25299400091171265,,,,,,
+lct_ae,68,0.310044527053833,,,,,,
+lct_ae,69,0.29835087060928345,,,,,,
+lct_ae,70,0.2817976474761963,,,,,,
+lct_ae,71,0.3129608929157257,,,,,,
+lct_ae,72,0.33275091648101807,,,,,,
+lct_ae,73,0.3952770531177521,,,,,,
+lct_ae,74,0.30435341596603394,,,,,,
+lct_ae,75,0.3693472146987915,,,,,,
+lct_ae,76,0.3130720853805542,,,,,,
+lct_ae,77,0.23791055381298065,,,,,,
+lct_ae,78,0.28987574577331543,,,,,,
+lct_ae,79,0.27780288457870483,,,,,,
+lct_ae,80,0.2543436884880066,,,,,,
+lct_ae,81,0.23685994744300842,,,,,,
+lct_ae,82,0.2883960008621216,,,,,,
+lct_ae,83,0.28133201599121094,,,,,,
+lct_ae,84,0.231441468000412,,,,,,
+lct_ae,85,0.28123611211776733,,,,,,
+lct_ae,86,0.29051733016967773,,,,,,
+lct_ae,87,0.27950313687324524,,,,,,
+lct_ae,88,0.2634180188179016,,,,,,
+lct_ae,89,0.29979389905929565,,,,,,
+lct_ae,90,0.29913991689682007,,,,,,
+lct_ae,91,0.24182124435901642,,,,,,
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diff --git a/iris/lct_gan/4/mlu_log_gan.csv b/iris/lct_gan/4/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78eca51ecc70672ff3a22d09f52a035d95d3a71c
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_gan.csv
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diff --git a/iris/lct_gan/4/model.pt b/iris/lct_gan/4/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e37a246ffa06b4739794a1ca9ec8526306da3c15
--- /dev/null
+++ b/iris/lct_gan/4/model.pt
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diff --git a/iris/lct_gan/4/params.json b/iris/lct_gan/4/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/4/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246
diff --git a/iris/tab_ddpm/0/tab_ddpm_eval.ipynb b/iris/tab_ddpm/0/tab_ddpm_eval.ipynb
index 3b542dfd468b3933e3fda970e70dd95606ac0812..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 100644
--- a/iris/tab_ddpm/0/tab_ddpm_eval.ipynb
+++ b/iris/tab_ddpm/0/tab_ddpm_eval.ipynb
@@ -1,2696 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "43d411c8",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:41.402667Z",
-     "iopub.status.busy": "2024-07-25T09:59:41.401787Z",
-     "iopub.status.idle": "2024-07-25T09:59:52.784584Z",
-     "shell.execute_reply": "2024-07-25T09:59:52.783464Z"
-    },
-    "id": "COkMuAOy2J5o",
-    "papermill": {
-     "duration": 11.395139,
-     "end_time": "2024-07-25T09:59:52.787237",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:41.392098",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Detected operating system as Ubuntu/focal.\r\n",
-      "Checking for curl...\r\n",
-      "Detected curl...\r\n",
-      "Checking for gpg...\r\n",
-      "Detected gpg...\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Detected apt version as 2.0.10\r\n",
-      "Running apt-get update... "
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "done.\r\n",
-      "Installing apt-transport-https... "
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "done.\r\n",
-      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "done.\r\n",
-      "Importing packagecloud gpg key... "
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
-      "done.\r\n",
-      "Running apt-get update... "
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "done.\r\n",
-      "\r\n",
-      "The repository is setup! You can now install packages.\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 0%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 0%\r",
-      "\r",
-      "Reading package lists... 0%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 3%\r",
-      "\r",
-      "Reading package lists... 3%\r",
-      "\r",
-      "Reading package lists... 3%\r",
-      "\r",
-      "Reading package lists... 3%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 35%\r",
-      "\r",
-      "Reading package lists... 35%\r",
-      "\r",
-      "Reading package lists... 36%\r",
-      "\r",
-      "Reading package lists... 36%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 43%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 48%\r",
-      "\r",
-      "Reading package lists... 48%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 60%\r",
-      "\r",
-      "Reading package lists... 60%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 64%\r",
-      "\r",
-      "Reading package lists... 64%\r",
-      "\r",
-      "Reading package lists... 64%\r",
-      "\r",
-      "Reading package lists... 64%\r",
-      "\r",
-      "Reading package lists... 65%\r",
-      "\r",
-      "Reading package lists... 65%\r",
-      "\r",
-      "Reading package lists... 65%\r",
-      "\r",
-      "Reading package lists... 65%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 76%\r",
-      "\r",
-      "Reading package lists... 76%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 87%\r",
-      "\r",
-      "Reading package lists... 87%\r",
-      "\r",
-      "Reading package lists... 91%\r",
-      "\r",
-      "Reading package lists... 91%\r",
-      "\r",
-      "Reading package lists... 91%\r",
-      "\r",
-      "Reading package lists... 91%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r",
-      "\r",
-      "Reading package lists... 96%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Reading package lists... 98%\r",
-      "\r",
-      "Reading package lists... 98%\r",
-      "\r",
-      "Reading package lists... 99%\r",
-      "\r",
-      "Reading package lists... 99%\r",
-      "\r",
-      "Reading package lists... 99%\r",
-      "\r",
-      "Reading package lists... 99%\r",
-      "\r",
-      "Reading package lists... Done\r",
-      "\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Building dependency tree... 0%\r",
-      "\r",
-      "Building dependency tree... 0%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Building dependency tree... 50%\r",
-      "\r",
-      "Building dependency tree... 50%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Building dependency tree... 71%\r"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "Building dependency tree       \r",
-      "\r\n",
-      "\r",
-      "Reading state information... 0%\r",
-      "\r",
-      "Reading state information... 0%\r",
-      "\r",
-      "Reading state information... Done\r",
-      "\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "git-lfs is already the newest version (3.5.1).\r\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
-     ]
-    }
-   ],
-   "source": [
-    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
-    "!apt-get install git-lfs --upgrade"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "2603a45d",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:52.812005Z",
-     "iopub.status.busy": "2024-07-25T09:59:52.811647Z",
-     "iopub.status.idle": "2024-07-25T09:59:52.819346Z",
-     "shell.execute_reply": "2024-07-25T09:59:52.818607Z"
-    },
-    "papermill": {
-     "duration": 0.021777,
-     "end_time": "2024-07-25T09:59:52.821513",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.799736",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "\"\"\"\n",
-    "%cd /kaggle/working\n",
-    "!rm -rf ml-utility-loss\n",
-    "!git clone https://github.com/R-N/ml-utility-loss\n",
-    "%cd ml-utility-loss\n",
-    "!git pull\n",
-    "!rm setup.py\n",
-    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
-    "!pip install .\n",
-    "#!pip install . --no-deps --force-reinstall --upgrade\n",
-    "#\"\"\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "21feec19",
-   "metadata": {
-    "papermill": {
-     "duration": 0.009907,
-     "end_time": "2024-07-25T09:59:52.841901",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.831994",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "843d72c8",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:52.863177Z",
-     "iopub.status.busy": "2024-07-25T09:59:52.862905Z",
-     "iopub.status.idle": "2024-07-25T09:59:52.869883Z",
-     "shell.execute_reply": "2024-07-25T09:59:52.869083Z"
-    },
-    "papermill": {
-     "duration": 0.019695,
-     "end_time": "2024-07-25T09:59:52.871738",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.852043",
-     "status": "completed"
-    },
-    "tags": [
-     "parameters"
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "\n",
-    "import os\n",
-    "\n",
-    "datasets = [\n",
-    "    \"insurance\",\n",
-    "    \"treatment\",\n",
-    "    \"contraceptive\"\n",
-    "]\n",
-    "models = [\"tab_ddpm_concat\"]\n",
-    "single_model = \"tab_ddpm_concat\"\n",
-    "\n",
-    "\n",
-    "model_dir = \".\"\n",
-    "model_dir_2 = None\n",
-    "study_dir = \"./\"\n",
-    "\n",
-    "path_prefix = \"../../../../\"\n",
-    "\n",
-    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
-    "dataset_name = \"contraceptive\"\n",
-    "\n",
-    "direction = \"maximize\"\n",
-    "model_name = \"tab_ddpm_mlu\"\n",
-    "\n",
-    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
-    "mlu_model_name = \"tab_ddpm_concat\"\n",
-    "mlu_run = True\n",
-    "\n",
-    "gp = True\n",
-    "gp_multiply = True\n",
-    "\n",
-    "df_name = \"df\"\n",
-    "\n",
-    "folder = \"eval\"\n",
-    "path = None\n",
-    "debug = False\n",
-    "\n",
-    "param_index = 0\n",
-    "repo_index = 5\n",
-    "use_all_data = False\n",
-    "\n",
-    "epoch_scale = 1\n",
-    "save_model = True"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "eee5ba25",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:52.892922Z",
-     "iopub.status.busy": "2024-07-25T09:59:52.892601Z",
-     "iopub.status.idle": "2024-07-25T09:59:52.897859Z",
-     "shell.execute_reply": "2024-07-25T09:59:52.897022Z"
-    },
-    "papermill": {
-     "duration": 0.018543,
-     "end_time": "2024-07-25T09:59:52.899990",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.881447",
-     "status": "completed"
-    },
-    "tags": [
-     "injected-parameters"
-    ]
-   },
-   "outputs": [],
-   "source": [
-    "# Parameters\n",
-    "dataset = \"iris\"\n",
-    "dataset_name = \"iris\"\n",
-    "gp = True\n",
-    "gp_multiply = True\n",
-    "df_name = 0\n",
-    "folder = \"eval\"\n",
-    "path_prefix = \"../../../../\"\n",
-    "path = \"eval/iris/tab_ddpm/0\"\n",
-    "model_dir = \".\"\n",
-    "model_dir_2 = \".\"\n",
-    "param_index = 0\n",
-    "use_all_data = False\n",
-    "repo_index = 5\n",
-    "save_model = True\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "7a0ceb1d",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:52.922744Z",
-     "iopub.status.busy": "2024-07-25T09:59:52.922448Z",
-     "iopub.status.idle": "2024-07-25T09:59:52.927379Z",
-     "shell.execute_reply": "2024-07-25T09:59:52.926535Z"
-    },
-    "papermill": {
-     "duration": 0.018223,
-     "end_time": "2024-07-25T09:59:52.929530",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.911307",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "mlu_est_eval_5_gp_mul_iris\n"
-     ]
-    }
-   ],
-   "source": [
-    "repo = \"mlu_est_eval\"\n",
-    "if repo_index:\n",
-    "    repo = f\"{repo}_{repo_index}\"\n",
-    "if gp:\n",
-    "    if gp_multiply:\n",
-    "        repo = f\"{repo}_gp_mul\"\n",
-    "    else:\n",
-    "        repo = f\"{repo}_gp_nomul\"\n",
-    "else:\n",
-    "    repo = f\"{repo}_nogp\"\n",
-    "repo = f\"{repo}_{dataset_name}\"\n",
-    "print(repo)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "3b33e243",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:52.951354Z",
-     "iopub.status.busy": "2024-07-25T09:59:52.951098Z",
-     "iopub.status.idle": "2024-07-25T09:59:53.962697Z",
-     "shell.execute_reply": "2024-07-25T09:59:53.961554Z"
-    },
-    "papermill": {
-     "duration": 1.02477,
-     "end_time": "2024-07-25T09:59:53.964998",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:52.940228",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/kaggle/working\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
-     ]
-    }
-   ],
-   "source": [
-    "#\"\"\"\n",
-    "%cd /kaggle/working\n",
-    "#!rm -rf final\n",
-    "!git clone https://huggingface.co/linearch/{repo} final\n",
-    "#\"\"\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "349a9b22",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:53.987466Z",
-     "iopub.status.busy": "2024-07-25T09:59:53.987121Z",
-     "iopub.status.idle": "2024-07-25T09:59:54.987812Z",
-     "shell.execute_reply": "2024-07-25T09:59:54.986728Z"
-    },
-    "papermill": {
-     "duration": 1.014463,
-     "end_time": "2024-07-25T09:59:54.989956",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:53.975493",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/kaggle/working\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/kaggle/working/iris\n"
-     ]
-    }
-   ],
-   "source": [
-    "%cd /kaggle/working/\n",
-    "#!rm -rf {dataset_name}\n",
-    "!mkdir {dataset_name}\n",
-    "%cd {dataset_name}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "71ac85ae",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:55.012986Z",
-     "iopub.status.busy": "2024-07-25T09:59:55.012667Z",
-     "iopub.status.idle": "2024-07-25T09:59:55.021934Z",
-     "shell.execute_reply": "2024-07-25T09:59:55.021073Z"
-    },
-    "papermill": {
-     "duration": 0.023148,
-     "end_time": "2024-07-25T09:59:55.023894",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:55.000746",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/kaggle/working\n",
-      "/kaggle/working/eval/iris/tab_ddpm/0\n"
-     ]
-    }
-   ],
-   "source": [
-    "from pathlib import Path\n",
-    "import os\n",
-    "\n",
-    "%cd /kaggle/working/\n",
-    "\n",
-    "if path is None:\n",
-    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
-    "Path(path).mkdir(parents=True, exist_ok=True)\n",
-    "\n",
-    "%cd {path}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "17b56c02",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:55.049374Z",
-     "iopub.status.busy": "2024-07-25T09:59:55.048689Z",
-     "iopub.status.idle": "2024-07-25T09:59:55.411205Z",
-     "shell.execute_reply": "2024-07-25T09:59:55.410268Z"
-    },
-    "executionInfo": {
-     "elapsed": 14,
-     "status": "ok",
-     "timestamp": 1697361146939,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "UdvXYv3c3LXy",
-    "papermill": {
-     "duration": 0.37807,
-     "end_time": "2024-07-25T09:59:55.413743",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:55.035673",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import json\n",
-    "import os\n",
-    "\n",
-    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
-    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
-    "    info = json.load(f)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "cd725213",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:55.436691Z",
-     "iopub.status.busy": "2024-07-25T09:59:55.436366Z",
-     "iopub.status.idle": "2024-07-25T09:59:57.036925Z",
-     "shell.execute_reply": "2024-07-25T09:59:57.036100Z"
-    },
-    "executionInfo": {
-     "elapsed": 590,
-     "status": "ok",
-     "timestamp": 1697361147518,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "Vrl2QkoV3o_8",
-    "papermill": {
-     "duration": 1.614878,
-     "end_time": "2024-07-25T09:59:57.039541",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:55.424663",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from ml_utility_loss.util import split_df_ratio\n",
-    "\n",
-    "task = info[\"task\"]\n",
-    "target = info[\"target\"]\n",
-    "cat_features = info[\"cat_features\"]\n",
-    "mixed_features = info[\"mixed_features\"]\n",
-    "longtail_features = info[\"longtail_features\"]\n",
-    "integer_features = info[\"integer_features\"]\n",
-    "\n",
-    "dfs = {\n",
-    "    \"df\": df,\n",
-    "}\n",
-    "dfs_test = {}\n",
-    "for i in range(5):\n",
-    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
-    "    dfs[i] = train\n",
-    "    dfs_test[i] = test\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "ab9c37e7",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:57.065323Z",
-     "iopub.status.busy": "2024-07-25T09:59:57.064362Z",
-     "iopub.status.idle": "2024-07-25T09:59:57.072184Z",
-     "shell.execute_reply": "2024-07-25T09:59:57.071519Z"
-    },
-    "executionInfo": {
-     "elapsed": 12,
-     "status": "ok",
-     "timestamp": 1697361147519,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "a-SjylvlYl7i",
-    "papermill": {
-     "duration": 0.022699,
-     "end_time": "2024-07-25T09:59:57.074139",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:57.051440",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from ml_utility_loss.util import mkdir, seed\n",
-    "\n",
-    "if isinstance(df_name, int) or df_name.isdigit():\n",
-    "    seed(int(df_name))\n",
-    "else:\n",
-    "    seed(0)\n",
-    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
-    "if model_dir_2 is None:\n",
-    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
-    "mkdir(model_dir_2)\n",
-    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
-    "diffusion_path = os.path.join(model_dir_2, f\"diffusion.pt\")\n",
-    "trainer_path = os.path.join(model_dir_2, f\"trainer.pt\")\n",
-    "model_state_path = os.path.join(model_dir_2, f\"model_state.json\")\n",
-    "diffusion_state_path = os.path.join(model_dir_2, f\"diffusion_state.json\")\n",
-    "params_path = os.path.join(model_dir_2, f\"params.json\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "ab6e6ca7",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:57.097215Z",
-     "iopub.status.busy": "2024-07-25T09:59:57.096935Z",
-     "iopub.status.idle": "2024-07-25T09:59:57.101515Z",
-     "shell.execute_reply": "2024-07-25T09:59:57.100619Z"
-    },
-    "executionInfo": {
-     "elapsed": 11,
-     "status": "ok",
-     "timestamp": 1697361147519,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "-YDZUU9QUCwx",
-    "outputId": "50dcb58c-f0de-4f40-f97f-79a3cd23681b",
-    "papermill": {
-     "duration": 0.018898,
-     "end_time": "2024-07-25T09:59:57.103549",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:57.084651",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "./model.pt\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(model_path)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "56c0e696",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:57.126909Z",
-     "iopub.status.busy": "2024-07-25T09:59:57.126252Z",
-     "iopub.status.idle": "2024-07-25T09:59:57.598243Z",
-     "shell.execute_reply": "2024-07-25T09:59:57.597455Z"
-    },
-    "papermill": {
-     "duration": 0.486459,
-     "end_time": "2024-07-25T09:59:57.600722",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:57.114263",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
-    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
-    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
-    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
-    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
-    "\n",
-    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
-    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
-    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
-    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
-    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
-    "\n",
-    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
-    "tab_ddpm_normalization=\"quantile\"\n",
-    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
-    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
-    "tab_ddpm_y_policy=\"default\"\n",
-    "tab_ddpm_is_y_cond=True"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "0fa4498b",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T09:59:57.626716Z",
-     "iopub.status.busy": "2024-07-25T09:59:57.626389Z",
-     "iopub.status.idle": "2024-07-25T10:00:09.683681Z",
-     "shell.execute_reply": "2024-07-25T10:00:09.682713Z"
-    },
-    "papermill": {
-     "duration": 12.072918,
-     "end_time": "2024-07-25T10:00:09.685883",
-     "exception": false,
-     "start_time": "2024-07-25T09:59:57.612965",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "2024-07-25 10:00:01.486551: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
-      "2024-07-25 10:00:01.486669: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
-      "2024-07-25 10:00:01.602199: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "mlu_run True\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
-    "\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    print(\"mlu_run\", mlu_run)\n",
-    "#     lct_ae = load_lct_ae(\n",
-    "#         dataset_name=dataset_name,\n",
-    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
-    "#         model_name=\"lct_ae\",\n",
-    "#         df_name=\"df\",\n",
-    "#     )\n",
-    "lct_ae = None"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "1dba5524",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:09.712202Z",
-     "iopub.status.busy": "2024-07-25T10:00:09.711620Z",
-     "iopub.status.idle": "2024-07-25T10:00:09.722705Z",
-     "shell.execute_reply": "2024-07-25T10:00:09.721869Z"
-    },
-    "papermill": {
-     "duration": 0.026483,
-     "end_time": "2024-07-25T10:00:09.724681",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:09.698198",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
-    "\n",
-    "rtf_embed = None\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    rtf_embed = load_rtf_embed(\n",
-    "        dataset_name=dataset_name,\n",
-    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
-    "        model_name=\"realtabformer\",\n",
-    "        df_name=\"df\",\n",
-    "        ckpt_type=\"best-disc-model\"\n",
-    "    )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "4f7267cc",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:09.748198Z",
-     "iopub.status.busy": "2024-07-25T10:00:09.747923Z",
-     "iopub.status.idle": "2024-07-25T10:00:12.592656Z",
-     "shell.execute_reply": "2024-07-25T10:00:12.591802Z"
-    },
-    "papermill": {
-     "duration": 2.859322,
-     "end_time": "2024-07-25T10:00:12.595101",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:09.735779",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
-    "\n",
-    "preprocessor = DataPreprocessor(\n",
-    "    task,\n",
-    "    target=target,\n",
-    "    cat_features=cat_features,\n",
-    "    mixed_features=mixed_features,\n",
-    "    longtail_features=longtail_features,\n",
-    "    integer_features=integer_features,\n",
-    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
-    "    lct_ae_params=lct_ae_params,\n",
-    "    lct_ae=lct_ae,\n",
-    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
-    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
-    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
-    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
-    "    realtabformer_embedding=rtf_embed,\n",
-    "    realtabformer_params=rtf_params,\n",
-    ")\n",
-    "preprocessor.fit(df)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "a16bd4a4",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:12.622100Z",
-     "iopub.status.busy": "2024-07-25T10:00:12.621773Z",
-     "iopub.status.idle": "2024-07-25T10:00:12.628016Z",
-     "shell.execute_reply": "2024-07-25T10:00:12.627159Z"
-    },
-    "papermill": {
-     "duration": 0.022494,
-     "end_time": "2024-07-25T10:00:12.629957",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:12.607463",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'tvae': 24,\n",
-       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
-       " 'lct_gan': 14,\n",
-       " 'tab_ddpm_concat': 5}"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "preprocessor.adapter_sizes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "9b7cf178",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:12.654350Z",
-     "iopub.status.busy": "2024-07-25T10:00:12.654062Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.182646Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.181639Z"
-    },
-    "papermill": {
-     "duration": 0.543342,
-     "end_time": "2024-07-25T10:00:13.185039",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:12.641697",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
-    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
-    "from ml_utility_loss.tuning import map_parameters\n",
-    "from ml_utility_loss.util import clear_memory\n",
-    "import torch\n",
-    "import json\n",
-    "\n",
-    "clear_memory()\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    param_space = {\n",
-    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
-    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
-    "    }\n",
-    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
-    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
-    "    params[\"single_model\"] = False\n",
-    "    if models:\n",
-    "        params[\"models\"] = models\n",
-    "    if single_model:\n",
-    "        params[\"fixed_role_model\"] = single_model\n",
-    "        params[\"single_model\"] = True\n",
-    "        params[\"models\"] = [single_model]\n",
-    "    if gp:\n",
-    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
-    "        params[\"mse_mag\"] = True\n",
-    "        if gp_multiply:\n",
-    "            params[\"mse_mag_multiply\"] = True\n",
-    "            #params[\"mse_mag_target\"] = 1.0\n",
-    "        else:\n",
-    "            params[\"mse_mag_multiply\"] = False\n",
-    "            #params[\"mse_mag_target\"] = 0.1\n",
-    "    else:\n",
-    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
-    "        params[\"mse_mag\"] = False\n",
-    "    with open(\"params.json\", \"w\") as f:\n",
-    "        json.dump(params, f)\n",
-    "    params = map_parameters(params, param_space=param_space)\n",
-    "    params"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "84fadc2c",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.211259Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.210928Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.232278Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.231542Z"
-    },
-    "papermill": {
-     "duration": 0.03655,
-     "end_time": "2024-07-25T10:00:13.234171",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.197621",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
-      "[*] Embedding False True\n",
-      "['tab_ddpm_concat'] 1\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
-    "\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    params2 = remove_non_model_params(params)\n",
-    "    mlu_model = create_model(\n",
-    "        adapters=preprocessor.adapter_sizes,\n",
-    "        #Body=\"twin_encoder\",\n",
-    "        **params2,\n",
-    "    )\n",
-    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
-    "    print(mlu_model.models, len(mlu_model.adapters))\n",
-    "else:\n",
-    "    mlu_model = None\n",
-    "    mlu_trainer = None\n",
-    "    ae_mlu_trainer = None\n",
-    "    gan_mlu_trainer = None"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "7b5e923f",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.258599Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.258326Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.306686Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.305804Z"
-    },
-    "papermill": {
-     "duration": 0.063066,
-     "end_time": "2024-07-25T10:00:13.308765",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.245699",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{'t_start': 30000, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 8, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 32, 't_steps': 1024, 'mlu_run': 0, 'target': None, 'lr': 0.0021337872195045216, 'loss_fn': <function l1_loss at 0x79180993cb80>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
-     ]
-    }
-   ],
-   "source": [
-    "import ml_utility_loss.synthesizers.tab_ddpm.params2 as MLU_PARAMS\n",
-    "from ml_utility_loss.tuning import map_parameters\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
-    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
-    "    if isinstance(mlu_params, (list, tuple)):\n",
-    "        mlu_params = mlu_params[param_index]\n",
-    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
-    "    mlu_params[\"target\"] = mlu_params.pop(\"mlu_target\", mlu_params.pop(\"target\", None))\n",
-    "    mlu_params[\"lr\"] = mlu_params.pop(\"mlu_lr\", mlu_params.pop(\"lr\", None))\n",
-    "    mlu_params[\"loss_fn\"] = mlu_params.pop(\"mlu_loss_fn\", mlu_params.pop(\"loss_fn\", None))\n",
-    "    mlu_params[\"Optim\"] = mlu_params.pop(\"mlu_Optim\", mlu_params.pop(\"Optim\", None))\n",
-    "    mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
-    "    print(mlu_params)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "1457db64",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.336551Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.335728Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.352539Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.351796Z"
-    },
-    "papermill": {
-     "duration": 0.032888,
-     "end_time": "2024-07-25T10:00:13.354466",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.321578",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "import torch\n",
-    "\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    if mlu_run is True:\n",
-    "        mlu_run = mlu_params[\"mlu_run\"]\n",
-    "    mlu_params.pop(\"mlu_run\", None)\n",
-    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
-    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
-    "\n",
-    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "c1ef19d4",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.380926Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.380328Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.384266Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.383445Z"
-    },
-    "papermill": {
-     "duration": 0.019928,
-     "end_time": "2024-07-25T10:00:13.386133",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.366205",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "df_name_2 = \"df\" if use_all_data else df_name"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "id": "0d884803",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.411388Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.411117Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.531715Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.530718Z"
-    },
-    "papermill": {
-     "duration": 0.136288,
-     "end_time": "2024-07-25T10:00:13.534132",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.397844",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Caching in ../../../../iris/_cache_inference/tab_ddpm_concat/all inf False\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
-    "\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    dataset = load_dataset(\n",
-    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
-    "        preprocessor=preprocessor,\n",
-    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
-    "        val=False,\n",
-    "        ratio=None,\n",
-    "        drop_first_column=True,\n",
-    "        model=single_model,\n",
-    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
-    "        file=\"info_2.csv\",\n",
-    "    )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "id": "15e05d2b",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.562513Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.561760Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.571506Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.570607Z"
-    },
-    "papermill": {
-     "duration": 0.025798,
-     "end_time": "2024-07-25T10:00:13.573346",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.547548",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "mlu step every 1024 starting 30000 until 0\n",
-      "mlu step times 1*2*8\n",
-      "mlu samples 32 / 120\n",
-      "mlu logging ./mlu_log.csv\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
-    "from ml_utility_loss.util import clear_memory\n",
-    "\n",
-    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
-    "    mlu_trainer = MLUtilityTrainer(\n",
-    "        model=mlu_model[single_model],\n",
-    "        dataset=dataset,\n",
-    "        debug=True,\n",
-    "        log_path=os.path.join(model_dir_2, \"mlu_log.csv\"),\n",
-    "        **mlu_params,\n",
-    "    )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "c8d53518",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.598814Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.598557Z",
-     "iopub.status.idle": "2024-07-25T10:00:13.606574Z",
-     "shell.execute_reply": "2024-07-25T10:00:13.605749Z"
-    },
-    "executionInfo": {
-     "elapsed": 6,
-     "status": "ok",
-     "timestamp": 1697361147931,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "NgahtU1q9uLO",
-    "papermill": {
-     "duration": 0.023189,
-     "end_time": "2024-07-25T10:00:13.608555",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.585366",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "\n",
-    "from ml_utility_loss.tuning import create_objective\n",
-    "from ml_utility_loss.synthesizers.tab_ddpm.params.default import RTDL_PARAMS\n",
-    "import ml_utility_loss.synthesizers.tab_ddpm.params as PARAMS\n",
-    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
-    "from copy import deepcopy\n",
-    "\n",
-    "params = getattr(PARAMS, dataset_name).BEST\n",
-    "\n",
-    "model_params={\n",
-    "    **params,\n",
-    "}\n",
-    "\n",
-    "n_layers = model_params.pop(\"n_layers\")\n",
-    "d_layers_0 = model_params.pop(\"d_layers_0\")\n",
-    "d_layers_i = model_params.pop(\"d_layers_i\")\n",
-    "d_layers_n = model_params.pop(\"d_layers_n\")\n",
-    "d_layers = [\n",
-    "    d_layers_0,\n",
-    "    *[d_layers_i for _ in range(n_layers-2)],\n",
-    "    d_layers_n,\n",
-    "]\n",
-    "model_params[\"d_layers\"] = d_layers\n",
-    "\n",
-    "model_params[\"steps\"] = int(round(epoch_scale * model_params[\"steps\"]))\n",
-    "\n",
-    "rtdl_params = filter_dict(model_params, RTDL_PARAMS)\n",
-    "model_params = {k: v for k, v in model_params.items() if k not in rtdl_params}\n",
-    "model_params[\"rtdl_params\"] = rtdl_params\n",
-    "model_params_ = deepcopy(model_params)\n",
-    "model_params[\"mlu_trainer\"] = mlu_trainer"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "id": "ffc05294",
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:00:13.634760Z",
-     "iopub.status.busy": "2024-07-25T10:00:13.634076Z",
-     "iopub.status.idle": "2024-07-25T10:12:21.982205Z",
-     "shell.execute_reply": "2024-07-25T10:12:21.981368Z"
-    },
-    "executionInfo": {
-     "elapsed": 343737,
-     "status": "ok",
-     "timestamp": 1697361491663,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "wGsDQTlk8Zl1",
-    "outputId": "996f2f4a-9065-4001-9854-bff40326818c",
-    "papermill": {
-     "duration": 728.363955,
-     "end_time": "2024-07-25T10:12:21.984702",
-     "exception": false,
-     "start_time": "2024-07-25T10:00:13.620747",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[0]\n",
-      "4\n",
-      "{'rtdl_params': {'dropout': 0.11105753254123253, 'd_layers': [2048, 512, 512]}, 'is_y_cond': True, 'd_in': 4}\n",
-      "num_timesteps 400\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 1000/84830 MLoss: 0.0 GLoss: 0.3512 Sum: 0.3512\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 2000/84830 MLoss: 0.0 GLoss: 0.3031 Sum: 0.3031\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 3000/84830 MLoss: 0.0 GLoss: 0.2896 Sum: 0.2896\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 4000/84830 MLoss: 0.0 GLoss: 0.2793 Sum: 0.2793\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 5000/84830 MLoss: 0.0 GLoss: 0.2695 Sum: 0.2695\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 6000/84830 MLoss: 0.0 GLoss: 0.263 Sum: 0.263\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 7000/84830 MLoss: 0.0 GLoss: 0.2583 Sum: 0.2583\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 8000/84830 MLoss: 0.0 GLoss: 0.2507 Sum: 0.2507\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 9000/84830 MLoss: 0.0 GLoss: 0.2433 Sum: 0.2433\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 10000/84830 MLoss: 0.0 GLoss: 0.2453 Sum: 0.2453\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 11000/84830 MLoss: 0.0 GLoss: 0.2392 Sum: 0.2392\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 12000/84830 MLoss: 0.0 GLoss: 0.2397 Sum: 0.2397\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 13000/84830 MLoss: 0.0 GLoss: 0.2366 Sum: 0.2366\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 14000/84830 MLoss: 0.0 GLoss: 0.2334 Sum: 0.2334\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 15000/84830 MLoss: 0.0 GLoss: 0.2326 Sum: 0.2326\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 16000/84830 MLoss: 0.0 GLoss: 0.2303 Sum: 0.2303\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 17000/84830 MLoss: 0.0 GLoss: 0.2279 Sum: 0.2279\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 18000/84830 MLoss: 0.0 GLoss: 0.2269 Sum: 0.2269\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 19000/84830 MLoss: 0.0 GLoss: 0.2259 Sum: 0.2259\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 20000/84830 MLoss: 0.0 GLoss: 0.2251 Sum: 0.2251\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 21000/84830 MLoss: 0.0 GLoss: 0.2221 Sum: 0.2221\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 22000/84830 MLoss: 0.0 GLoss: 0.2221 Sum: 0.2221\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 23000/84830 MLoss: 0.0 GLoss: 0.2216 Sum: 0.2216\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 24000/84830 MLoss: 0.0 GLoss: 0.2209 Sum: 0.2209\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 25000/84830 MLoss: 0.0 GLoss: 0.2201 Sum: 0.2201\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 26000/84830 MLoss: 0.0 GLoss: 0.218 Sum: 0.218\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 27000/84830 MLoss: 0.0 GLoss: 0.2167 Sum: 0.2167\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 28000/84830 MLoss: 0.0 GLoss: 0.2146 Sum: 0.2146\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 29000/84830 MLoss: 0.0 GLoss: 0.2144 Sum: 0.2144\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 30000/84830 MLoss: 0.0 GLoss: 0.2147 Sum: 0.2147\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.011419899761676788\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 31000/84830 MLoss: 0.0 GLoss: 0.2182 Sum: 0.2182\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.032701898366212845\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 32000/84830 MLoss: 0.0 GLoss: 0.2159 Sum: 0.2159\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.016268491744995117\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 33000/84830 MLoss: 0.0 GLoss: 0.2122 Sum: 0.2122\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.10165378823876381\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 34000/84830 MLoss: 0.0 GLoss: 0.2149 Sum: 0.2149\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.08512255176901817\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 35000/84830 MLoss: 0.0 GLoss: 0.2142 Sum: 0.2142\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.02458469197154045\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 36000/84830 MLoss: 0.0 GLoss: 0.21 Sum: 0.21\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.01270991563796997\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 37000/84830 MLoss: 0.0 GLoss: 0.2113 Sum: 0.2113\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.01509874314069748\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 38000/84830 MLoss: 0.0 GLoss: 0.2085 Sum: 0.2085\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
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-     "text": [
-      "Step 80000/84830 MLoss: 0.0 GLoss: 0.1986 Sum: 0.1986\n"
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-      "MLU loss 0.07884871959686279\n"
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-     "text": [
-      "Step 81000/84830 MLoss: 0.0 GLoss: 0.1989 Sum: 0.1989\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.027113333344459534\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 82000/84830 MLoss: 0.0 GLoss: 0.199 Sum: 0.199\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.024688486009836197\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 83000/84830 MLoss: 0.0 GLoss: 0.2016 Sum: 0.2016\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MLU loss 0.02779596671462059\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Step 84000/84830 MLoss: 0.0 GLoss: 0.2058 Sum: 0.2058\n"
-     ]
-    }
-   ],
-   "source": [
-    "from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n",
-    "from ml_utility_loss.synthesizers.tab_ddpm.pipeline import train as _train, sample as _sample\n",
-    "from ml_utility_loss.util import clear_memory\n",
-    "clear_memory()\n",
-    "\n",
-    "train = dfs[df_name_2]\n",
-    "\n",
-    "model, diffusion, trainer = _train(\n",
-    "    train,\n",
-    "    task_type=task,\n",
-    "    target=target,\n",
-    "    cat_features=cat_features,\n",
-    "    **model_params,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1c7791cb",
-   "metadata": {
-    "papermill": {
-     "duration": 0.025761,
-     "end_time": "2024-07-25T10:12:22.035695",
-     "exception": false,
-     "start_time": "2024-07-25T10:12:22.009934",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "id": "22119408",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:12:22.082978Z",
-     "iopub.status.busy": "2024-07-25T10:12:22.082605Z",
-     "iopub.status.idle": "2024-07-25T10:12:22.143614Z",
-     "shell.execute_reply": "2024-07-25T10:12:22.142603Z"
-    },
-    "executionInfo": {
-     "elapsed": 13,
-     "status": "ok",
-     "timestamp": 1697361491665,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "qUHHYJNRJdDy",
-    "papermill": {
-     "duration": 0.0879,
-     "end_time": "2024-07-25T10:12:22.146152",
-     "exception": false,
-     "start_time": "2024-07-25T10:12:22.058252",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "import torch\n",
-    "from copy import deepcopy\n",
-    "import json\n",
-    "\n",
-    "if save_model:\n",
-    "    if True or not os.path.exists(model_path):\n",
-    "        torch.save(model, model_path)\n",
-    "    if True or not os.path.exists(diffusion_path):\n",
-    "        torch.save(diffusion, diffusion_path)\n",
-    "    trainer.mlu_trainer = None\n",
-    "    #torch.save(trainer, trainer_path)\n",
-    "    if True or not os.path.exists(model_state_path):\n",
-    "        torch.save(deepcopy(model.state_dict()), model_state_path)\n",
-    "    if True or not os.path.exists(diffusion_state_path):\n",
-    "        torch.save(deepcopy(diffusion.state_dict()), diffusion_state_path)\n",
-    "if True or not os.path.exists(params_path):\n",
-    "    with open(params_path, \"w\") as f:\n",
-    "        json.dump(model_params_, f, indent=4)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "id": "75098fca",
-   "metadata": {
-    "execution": {
-     "iopub.execute_input": "2024-07-25T10:12:22.197668Z",
-     "iopub.status.busy": "2024-07-25T10:12:22.196707Z",
-     "iopub.status.idle": "2024-07-25T10:12:38.470274Z",
-     "shell.execute_reply": "2024-07-25T10:12:38.469440Z"
-    },
-    "executionInfo": {
-     "elapsed": 13,
-     "status": "ok",
-     "timestamp": 1697361491666,
-     "user": {
-      "displayName": "Rizqi Nur",
-      "userId": "09644007964068789560"
-     },
-     "user_tz": -420
-    },
-    "id": "7SQgzf5-P249",
-    "papermill": {
-     "duration": 16.302256,
-     "end_time": "2024-07-25T10:12:38.472964",
-     "exception": false,
-     "start_time": "2024-07-25T10:12:22.170708",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "for i in range(30):\n",
-    "    seed(i)\n",
-    "    # Create synthetic data\n",
-    "    synth_df = _sample(\n",
-    "        diffusion,\n",
-    "        batch_size=model_params[\"batch_size\"],\n",
-    "        num_samples=len(train)\n",
-    "    )\n",
-    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
-    "    mkdir(model_dir_3)\n",
-    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
-    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
-    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
-    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
-    "\n",
-    "    synth_df.to_csv(synth_path)\n",
-    "    dfs[df_name_2].to_csv(train_path)\n",
-    "    if df_name in dfs_test:\n",
-    "        dfs_test[df_name].to_csv(val_path)\n",
-    "        dfs_test[df_name].to_csv(test_path)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3ccd873a",
-   "metadata": {
-    "papermill": {
-     "duration": 0.022676,
-     "end_time": "2024-07-25T10:12:38.518935",
-     "exception": false,
-     "start_time": "2024-07-25T10:12:38.496259",
-     "status": "completed"
-    },
-    "tags": []
-   },
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "accelerator": "GPU",
-  "celltoolbar": "Tags",
-  "colab": {
-   "authorship_tag": "ABX9TyP9QeEydtXrVGW6XxyuLIx2",
-   "mount_file_id": "1thrslXDsb3UiDvvPU--356QMeNaiFBdW",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.13"
-  },
-  "papermill": {
-   "default_parameters": {},
-   "duration": 781.437965,
-   "end_time": "2024-07-25T10:12:41.352839",
-   "environment_variables": {},
-   "exception": null,
-   "input_path": "eval/iris/tab_ddpm/0/tab_ddpm_eval.ipynb",
-   "output_path": "eval/iris/tab_ddpm/0/tab_ddpm_eval.ipynb",
-   "parameters": {
-    "dataset": "iris",
-    "dataset_name": "iris",
-    "df_name": 0,
-    "folder": "eval",
-    "gp": true,
-    "gp_multiply": true,
-    "model_dir": ".",
-    "model_dir_2": ".",
-    "param_index": 0,
-    "path": "eval/iris/tab_ddpm/0",
-    "path_prefix": "../../../../",
-    "repo_index": 5,
-    "save_model": true,
-    "use_all_data": false
-   },
-   "start_time": "2024-07-25T09:59:39.914874",
-   "version": "2.5.0"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": false
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
\ No newline at end of file
diff --git a/iris/tab_ddpm/1/0/synth.csv b/iris/tab_ddpm/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..341f78c515e072976a613d6bea3f0b947cc392b3
--- /dev/null
+++ b/iris/tab_ddpm/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.8124481682843587,6.699998966526714,1.9794134856754837,Iris-virginica
+1,6.640269946649771,3.281243216339057,5.681921012985731,2.499999185298932,Iris-virginica
+2,6.322595102520801,2.5016055917470474,4.813783719927619,1.49798370421273,Iris-versicolor
+3,6.522641441100042,2.9830358501911878,5.504005047858822,1.8017624992305612,Iris-virginica
+4,5.3698082195895,2.9829814846497222,4.480881786906142,1.4963074825958398,Iris-versicolor
+5,7.699999053676852,2.7913077831008586,6.69999818429391,1.9848389180757555,Iris-virginica
+6,5.554580014300297,4.252803402073041,1.36640186298062,0.2,Iris-setosa
+7,5.2016623589652,3.4165902512900748,1.4006803362544575,0.2,Iris-setosa
+8,6.545948368906065,2.9274420614206114,4.341270205846566,1.3419798006525094,Iris-versicolor
+9,5.078638237586386,3.5874671746839244,1.458167971856404,0.36030149547702545,Iris-setosa
+10,5.4069588595144475,2.9863464293837585,4.1885106637401694,1.3587915223658102,Iris-versicolor
+11,5.594806791675483,4.259255943225453,1.378047913927055,0.2,Iris-setosa
+12,4.87679750576437,3.3993164884295757,1.6006287425136434,0.2,Iris-setosa
+13,5.078971672964858,2.4810799724601176,3.214267456302288,1.0613478398633114,Iris-versicolor
+14,5.52261478010199,2.3830168325190413,3.438900159414211,0.9274836901853076,Iris-versicolor
+15,6.418137213583708,3.1852093426955146,4.528420081127151,1.491334866727105,Iris-versicolor
+16,5.498362422057754,2.600948388770491,4.353479380963418,1.2599130444085347,Iris-versicolor
+17,5.703645280327673,4.4,1.5057251519096084,0.4400122179039354,Iris-setosa
+18,4.916156602993746,2.3960680122467592,3.301979677336313,0.9501256156068123,Iris-versicolor
+19,6.853799160377449,2.9998179184273868,5.5454041506178395,2.1006239852016124,Iris-virginica
+20,5.017696018704645,3.4884068059506226,1.304052441315554,0.29443463805783787,Iris-setosa
+21,5.205698135093805,2.697920743614069,3.9358755046500775,1.3978858272530272,Iris-versicolor
+22,5.08442495751202,3.7128464332239908,1.4802794365502898,0.37645233711477166,Iris-setosa
+23,5.4483359780550105,2.411333427304924,3.7324672901323153,1.0939389494908025,Iris-versicolor
+24,5.221887653490626,3.4937435772574728,1.5115294269121249,0.2,Iris-setosa
+25,5.901193079458334,3.211935834629727,4.816750447987621,1.8001891163734263,Iris-versicolor
+26,5.873148173187737,3.1909186883114025,4.743436363777961,1.7490296639698166,Iris-versicolor
+27,6.728936360456977,3.30614447698949,5.722420808040976,2.5,Iris-virginica
+28,7.69999850948691,2.766550300022265,6.699997881784599,2.0050680021764777,Iris-virginica
+29,5.1622533141414,3.463481016023149,1.4965243537902106,0.2,Iris-setosa
+30,6.390290621599884,2.779801048491938,5.36885923117234,1.8910092229653368,Iris-virginica
+31,5.55018277886139,2.6134749021597403,4.336876406242892,1.2684743962055924,Iris-versicolor
+32,4.983318227331298,3.1807670138706,1.1966675767724355,0.2,Iris-setosa
+33,4.400000559004267,2.9005301755542687,1.405979264681009,0.2,Iris-setosa
+34,5.639426837544677,2.3892655350618135,4.0524543909636295,0.8910779188228484,Iris-versicolor
+35,7.699999044611786,2.7816114401540433,6.699998327323414,1.9842971086108885,Iris-virginica
+36,6.467255807020678,2.9082803323563255,4.307739136694306,1.3167494055093636,Iris-versicolor
+37,6.667748195291488,3.029191503384948,4.454828142038199,1.408214022700815,Iris-versicolor
+38,6.3888238926306995,3.1026812219672544,5.465901925260945,1.8017458484207536,Iris-virginica
+39,5.097080282697892,3.862739608915372,1.6544312684795284,0.44011936276505154,Iris-setosa
+40,5.111921885040786,3.7781600513621143,1.5138581326898934,0.4271292420069942,Iris-setosa
+41,5.301251955387305,3.401513243547675,1.6410699846659214,0.2,Iris-setosa
+42,6.66039369927941,3.2708235659253964,5.66322055139883,2.5,Iris-virginica
+43,5.032750570864545,3.5780475576799033,1.3467308156481859,0.2,Iris-setosa
+44,6.106579544966539,3.3288400909878995,4.502251615015117,1.556733769445523,Iris-versicolor
+45,6.321858223916415,2.824432072001951,4.268127155476738,1.2755124474021409,Iris-versicolor
+46,6.303209952688618,2.6659420560598406,4.9000001796141675,1.8021751291871457,Iris-virginica
+47,4.986327950870833,3.5018358806405048,1.2853878804081464,0.30374673064737273,Iris-setosa
+48,6.3042463098052615,2.7626644598997077,5.0763269604455825,1.5217564823427328,Iris-virginica
+49,6.4043244536516015,3.099038448073242,5.503225909095281,1.788618148498186,Iris-virginica
+50,7.699999046504541,2.724635078347689,6.7,1.9817063115300313,Iris-virginica
+51,5.083596516385488,3.571218832186448,1.4537084176134436,0.35204563620552776,Iris-setosa
+52,5.094469808334332,3.491222024558666,1.3937328854871986,0.2767452710228452,Iris-setosa
+53,6.296036949418238,3.381065009494186,5.6173596002526285,2.3874459038127536,Iris-virginica
+54,7.238346649448492,2.9547120338293245,6.174674309814954,1.893701769181205,Iris-virginica
+55,4.400000501720014,3.203751169616843,1.3143910779708965,0.2,Iris-setosa
+56,4.847044130697616,2.371560097977219,3.457835811437543,0.9469130676251384,Iris-versicolor
+57,6.902103460145295,3.217403626149417,5.7108970681271005,2.289344268319649,Iris-virginica
+58,5.100687387950011,3.658168316420371,1.481115494399699,0.3917160343624807,Iris-setosa
+59,5.330318683271027,2.700418533505832,4.165349613547225,1.3586026310756874,Iris-versicolor
+60,4.929310636514203,2.4034821648894105,3.272569249097839,1.0717364766235231,Iris-versicolor
+61,5.108560411101609,3.791385222061714,1.5997332840400922,0.2,Iris-setosa
+62,5.103465952607802,3.326577533305879,1.6907193877492472,0.4463511210926665,Iris-setosa
+63,5.805251980656501,2.684744345675369,5.0927114977165395,1.9002788440694505,Iris-virginica
+64,6.357372942085281,2.811943872297847,4.239069417285192,1.2783266237588122,Iris-versicolor
+65,4.7767655882589,3.403115250105939,1.5829287908463348,0.2,Iris-setosa
+66,5.5053527473159845,2.396678962910064,3.8563732186441557,1.0170038734480218,Iris-versicolor
+67,6.330822611045538,2.934066478741059,5.543760060293936,1.805131005020547,Iris-virginica
+68,5.101267834908137,3.3092761890749243,1.8281410515301344,0.55749036232159,Iris-setosa
+69,7.7,2.7209665458792918,6.7,1.9822902293395852,Iris-virginica
+70,6.396275752906447,3.0987408117038315,5.53120311731493,1.8119872734384228,Iris-virginica
+71,6.667209908559031,3.3154055294776743,5.686134505592464,2.1518469908190947,Iris-virginica
+72,5.841878681751721,3.2324827113289345,4.824716193330606,1.8416706571141759,Iris-versicolor
+73,6.323243558461842,2.7579769368982205,5.082933830725732,1.4906106106363248,Iris-virginica
+74,4.581533349639935,3.5843808839165456,1.0000006119914162,0.2,Iris-setosa
+75,4.575741324249529,3.598466118288362,1.0,0.2,Iris-setosa
+76,5.481138820091111,4.1127882363887585,1.406619318596103,0.2,Iris-setosa
+77,4.839574906575457,2.9654809154118036,1.3825703754212855,0.2,Iris-setosa
+78,5.484892462008937,2.385096211098176,3.737461813714976,0.8672905328618314,Iris-versicolor
+79,5.096805698723616,3.3167894391223203,1.7335957841440275,0.5283559674035838,Iris-setosa
+80,4.653675773037707,3.109949535457375,1.4094377165994698,0.2,Iris-setosa
+81,5.953411167484978,3.4140430333687943,4.563224903531778,1.6843740789721549,Iris-versicolor
+82,4.771917956176164,3.3815623200302727,1.5978810126294418,0.2,Iris-setosa
+83,5.174989682979293,3.454300613924672,1.4347815773395687,0.2,Iris-setosa
+84,5.923367646741563,3.196506546698849,4.779332116208989,1.7758158964236763,Iris-versicolor
+85,5.589266320171472,3.0133262158300353,4.130922920547349,1.2955575646288333,Iris-versicolor
+86,5.0800681718075085,2.4755017598151126,3.096053976217172,1.0704700113047871,Iris-versicolor
+87,6.304477845616296,2.5126319120325653,4.919061556649772,1.5143587306461312,Iris-versicolor
+88,6.687599921641941,3.0960734654800715,4.420978012680622,1.4037381659317052,Iris-versicolor
+89,5.406207426072972,3.5217096005239177,1.6420558151388667,0.2,Iris-setosa
+90,5.96735306386127,3.399407109919004,4.482524889691106,1.5936063527258342,Iris-versicolor
+91,7.7,2.7518510726744436,6.7,1.994254414230332,Iris-virginica
+92,6.968474393575096,3.012668570442985,5.727272683754824,2.1157198447466925,Iris-virginica
+93,5.3451316179714325,3.42089356467545,1.668465663668837,0.2,Iris-setosa
+94,6.454917756599523,3.0309413745214653,5.513390047939786,1.7767933982991067,Iris-virginica
+95,4.400000740156665,2.919723064324475,1.401589502748413,0.2,Iris-setosa
+96,4.875039394552041,3.00157452232964,1.403389048115208,0.2,Iris-setosa
+97,4.996609143206224,3.6064349185531115,1.3997704724832742,0.2,Iris-setosa
+98,6.0482078345032315,2.9808705973478054,4.476341463446855,1.3872974072250808,Iris-versicolor
+99,6.00644078623132,2.689429862934295,5.067204394466813,1.5659740023585256,Iris-versicolor
+100,5.095208831676142,3.7747322313597054,1.54954596022676,0.46588350266051815,Iris-setosa
+101,5.763275894110817,2.555479257946379,5.043234726285522,1.9438568179299234,Iris-virginica
+102,5.594828615639196,2.995838380467404,4.1586964738898,1.358865902977407,Iris-versicolor
+103,4.901588433240479,2.407709219760288,3.338559127240119,1.1090403909650886,Iris-versicolor
+104,6.560216439608894,3.1145452602344577,4.443271229437949,1.4367628839820545,Iris-versicolor
+105,6.679534304879104,3.2720786819393086,5.695412617355444,2.5,Iris-virginica
+106,5.901906775232066,3.2265923874717957,4.769807802683709,1.7956115410041167,Iris-versicolor
+107,6.9902749753091715,3.075848624726375,5.680910819382667,2.1950291991862976,Iris-virginica
+108,6.376486150190483,3.006335582894895,5.514982374315413,1.7857049745062858,Iris-virginica
+109,4.400000723702189,3.1725304824195617,1.3384533649434998,0.2,Iris-setosa
+110,7.7,2.748067972143429,6.699998985351453,1.975951389815382,Iris-virginica
+111,5.6263058372777905,2.7178194196332464,4.275763966722199,1.2999766992364532,Iris-versicolor
+112,6.348482403869053,3.2145881281469233,4.535102924033414,1.5090504122803174,Iris-versicolor
+113,5.116800166463592,3.833512356626,1.6076188265108502,0.2,Iris-setosa
+114,6.373024365899265,3.1918741705095846,4.512434446971128,1.4937504364213117,Iris-versicolor
+115,5.171472875210689,3.4321266400213633,1.5165131053061485,0.2,Iris-setosa
+116,5.2209049739304145,2.7491456353655432,4.078153911328068,1.4218209826190007,Iris-versicolor
+117,6.317887191716053,2.505943977923046,4.8861334607827205,1.5180410427889748,Iris-versicolor
+118,7.699998473527363,2.7340002478486363,6.699998636656767,1.954296476370178,Iris-virginica
+119,4.98894769187585,3.5163304613006745,1.253824211777592,0.3073968098413038,Iris-setosa
diff --git a/iris/tab_ddpm/1/0/test.csv b/iris/tab_ddpm/1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/0/train.csv b/iris/tab_ddpm/1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/0/val.csv b/iris/tab_ddpm/1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/1/synth.csv b/iris/tab_ddpm/1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..089b134e17e2347b1f13eaa245fc19ee91f9e1ee
--- /dev/null
+++ b/iris/tab_ddpm/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.981632609187572,3.25101643084465,1.3824903273726408,0.2,Iris-setosa
+1,5.110586397520035,3.5172817894362884,1.405063957271672,0.3025622798797554,Iris-setosa
+2,5.362556194039979,3.922224800784643,1.6624040703542868,0.42622419505554643,Iris-setosa
+3,5.643962870047624,4.39999898283914,1.4897286796742877,0.40530684678879547,Iris-setosa
+4,5.570510670241747,2.6705684539393113,4.268910821823235,1.290925712140938,Iris-versicolor
+5,5.099903961706552,3.3576415722596753,1.3807689881205025,0.2,Iris-setosa
+6,5.514458343226936,2.599626944500891,4.382334993591992,1.270070346096277,Iris-versicolor
+7,5.794851965647811,2.6839991104282963,5.111499623102379,1.899271069193939,Iris-virginica
+8,6.018267858883863,3.4341006196871793,4.476881624899481,1.6092377063923018,Iris-versicolor
+9,4.834467611921196,2.3947523548016,3.2348831275247054,0.8714404573292378,Iris-versicolor
+10,6.590188905074713,3.049001920902212,4.38944428384276,1.3834886478398989,Iris-versicolor
+11,4.836206161696234,3.1164336036633045,1.4856816677863072,0.1,Iris-setosa
+12,6.515940893859311,2.9663269802415946,5.491550369603857,1.8100087878113043,Iris-virginica
+13,6.688720945774956,2.9948348072988997,4.992400379153104,1.719765886250959,Iris-versicolor
+14,4.606674671983228,3.1967814943862902,1.3931969843512024,0.2,Iris-setosa
+15,4.400000588326587,2.8724610760080056,1.4009347981487659,0.2,Iris-setosa
+16,5.083196313863422,2.481451473635234,2.9507944190871718,1.1065442359238893,Iris-versicolor
+17,5.458507553655244,3.403226203743192,1.893917867977484,0.2,Iris-setosa
+18,6.0457839454174405,2.713948613968817,5.092413918201669,1.6052218792386994,Iris-versicolor
+19,5.972412886301297,3.004530763372064,4.912162935765126,1.8046026314224939,Iris-virginica
+20,6.65965118185337,3.3245431445214395,5.679438655872835,2.5,Iris-virginica
+21,6.753866067783132,3.283003108858906,5.6408460364589725,2.5,Iris-virginica
+22,6.312020658402679,3.37850854560767,5.605820589617999,2.403097846216246,Iris-virginica
+23,6.527263348851402,2.9885755789167763,5.512157558583958,1.799214803113661,Iris-virginica
+24,6.684044133635281,3.2980478343254487,5.688024951696946,2.5,Iris-virginica
+25,5.016548175889934,3.3349079693592087,1.4266999027789522,0.2,Iris-setosa
+26,5.173615644488128,3.5042807008891113,1.4102505585353522,0.2,Iris-setosa
+27,7.7,2.767717174063669,6.7,1.9931484404538597,Iris-virginica
+28,7.7,2.8084465944150407,6.7,1.9894399787043624,Iris-virginica
+29,5.8709069882912255,3.217177523295224,4.816265237121849,1.8333843899366506,Iris-versicolor
+30,6.384500480732384,2.897468065602775,4.275362981363556,1.2889469864733387,Iris-versicolor
+31,5.563542618566557,2.6648314260142936,4.216054274499858,1.2815418264025593,Iris-versicolor
+32,6.347245817405278,2.686857521686158,4.8890596431456785,1.8000448989623232,Iris-virginica
+33,7.290767928597768,2.910769229048532,6.290358547969305,1.793530374796233,Iris-virginica
+34,6.721724096627583,3.3133879441786847,5.74644257499632,2.123520048776389,Iris-virginica
+35,5.442792751215492,3.937565904510784,1.3220839387426986,0.38774491286839885,Iris-setosa
+36,6.139218356426383,2.7869027127874313,4.778224832099703,1.7907742914015377,Iris-virginica
+37,5.4346288129643066,3.9545247022393335,1.2633476261291388,0.5217849240067046,Iris-setosa
+38,6.170942302000262,3.2602553302553345,4.462813927556947,1.5037772622654277,Iris-versicolor
+39,4.572560871573443,3.626451372787915,1.0,0.2,Iris-setosa
+40,5.024631650171856,3.5587982597836443,1.3315547038188926,0.2,Iris-setosa
+41,4.817539570844514,3.072600979988543,1.4956160334579736,0.10000012401104852,Iris-setosa
+42,5.676741440274475,4.399999151688771,1.494511826709776,0.4324090666396682,Iris-setosa
+43,6.4783780988837805,2.927213902634427,4.3382293847448565,1.3545553503633128,Iris-versicolor
+44,5.670344645494253,2.729410544820387,4.188076598681715,1.2956131736489778,Iris-versicolor
+45,5.42574470550943,3.8940497525705586,1.7904908512632671,0.3977888946801611,Iris-setosa
+46,7.7,2.761760397589676,6.6999987648195525,1.9982845148573722,Iris-virginica
+47,5.103645959752772,3.278915854130766,1.6909980158876101,0.49846883685092896,Iris-setosa
+48,5.545993231968568,4.260021644457517,1.3890063211314492,0.2,Iris-setosa
+49,5.139768427898891,3.608649109646893,1.5257785357005174,0.2,Iris-setosa
+50,5.865213407084091,3.210336756250311,4.833859484516385,1.819932251172486,Iris-versicolor
+51,5.193856965463498,3.525067032427004,1.4968935144070463,0.2,Iris-setosa
+52,5.5482554256109164,2.643015835561859,4.280113767852389,1.2779275229825675,Iris-versicolor
+53,7.7,2.7683034460424576,6.7,2.0124711497736976,Iris-virginica
+54,6.64120602375509,3.2535870554458124,5.68840665631167,2.5,Iris-virginica
+55,5.102052673488744,3.608990495244754,1.4679140428975144,0.37301498010513656,Iris-setosa
+56,6.3828855429894364,3.0905243895000707,5.503009137236751,1.80863689675958,Iris-virginica
+57,5.53947141148019,2.996985948653051,4.128677594408213,1.2991442460785836,Iris-versicolor
+58,6.32284220314439,2.9158483918544684,5.5671597552046155,1.8135243743771563,Iris-virginica
+59,5.332293627296572,3.786515660888491,1.4877859765659864,0.2,Iris-setosa
+60,6.000648692255853,2.9984850470636197,4.416433578353261,1.374296629933814,Iris-versicolor
+61,6.01396930495379,2.9747984995219134,4.8019257435942615,1.8031888555549513,Iris-virginica
+62,5.103386974075925,3.7571461051248205,1.933451703148263,0.3694722203041628,Iris-setosa
+63,4.775881803214781,3.419429101934983,1.582810913370018,0.20257979437230655,Iris-setosa
+64,5.650560265732877,4.4,1.498324128911133,0.3760242650633786,Iris-setosa
+65,5.433023509653009,2.988511691974771,4.525300359688312,1.5001260742623452,Iris-versicolor
+66,5.115644816303141,2.474739225128194,3.3376523031184053,1.0739988152056874,Iris-versicolor
+67,4.829294808292063,2.3770750922778343,3.4205888456773232,0.9616552331856434,Iris-versicolor
+68,5.112958207523233,2.484658375546814,3.0977657881570555,0.9675344304078882,Iris-versicolor
+69,4.990533952166207,3.202799622734334,1.2323413076197665,0.2,Iris-setosa
+70,5.1980626737326245,3.3959292494210067,1.4092711744523025,0.2,Iris-setosa
+71,5.488702601678779,2.405326783693445,3.9122317879439494,1.1212612779789553,Iris-versicolor
+72,5.118047001109291,3.3041587364101326,1.6903260911530298,0.5267926404005652,Iris-setosa
+73,5.441002879753196,2.9909121564293892,4.510598764851372,1.4997110344068754,Iris-versicolor
+74,5.504640816874313,2.392934229133281,3.601174805865484,0.9192273073985836,Iris-versicolor
+75,5.525998450913091,2.990677789477129,4.424908086791498,1.4856087312740942,Iris-versicolor
+76,4.908501976693864,2.403130434082846,3.2925311404675046,1.0132866046096205,Iris-versicolor
+77,4.4,3.010065694857738,1.3768187126838418,0.2,Iris-setosa
+78,4.868912763895516,2.3962101716259605,3.2822790084188522,0.9499753762030133,Iris-versicolor
+79,6.312473228020232,2.677452962612155,4.911506266409817,1.8136686570979093,Iris-virginica
+80,5.06348977339025,3.5121158409550763,1.401675521691879,0.319405303717446,Iris-setosa
+81,5.01893349424976,3.307448651855017,1.3863196208373219,0.2,Iris-setosa
+82,7.699998666950284,2.787314607933083,6.699998230572642,1.975287352053121,Iris-virginica
+83,5.97926606411746,3.3952741916741913,4.471801251842494,1.5555144135314274,Iris-versicolor
+84,6.636121080180049,3.278681081856824,5.658606587039046,2.5,Iris-virginica
+85,7.69999873314947,2.7951572333671617,6.699997873224632,1.9737743246059347,Iris-virginica
+86,6.329794572890702,3.398687407608196,5.598912609505606,2.381911772122132,Iris-virginica
+87,6.6764678481382616,3.2899588390459304,5.761558515361951,2.499999523442362,Iris-virginica
+88,6.681042257600753,3.3140265049841418,5.715763132753751,2.4999994708010984,Iris-virginica
+89,5.638515223740554,4.4,1.467326886124404,0.38536425048128065,Iris-setosa
+90,6.692680940568779,3.279076002830673,5.698561239472557,2.4999993888507857,Iris-virginica
+91,6.088530485866366,3.355322925489241,4.49333765995109,1.589551312504173,Iris-versicolor
+92,6.300426668129263,2.510393147130162,4.9014107777245846,1.5092814953257485,Iris-versicolor
+93,6.4883153455991405,2.9154111563755345,4.279370610498285,1.331204511807721,Iris-versicolor
+94,6.300189640008705,2.5039155242573976,4.999004746816454,1.898604724020243,Iris-virginica
+95,5.402082449405288,2.9889433784238677,4.465347938167895,1.4956860496486741,Iris-versicolor
+96,5.69413312345673,4.399999206719122,1.472506854663902,0.37954717593259935,Iris-setosa
+97,7.699999098039965,2.792526674907204,6.699998636842137,2.029138289036759,Iris-virginica
+98,6.673664242623931,3.305462454370878,5.745849834434419,2.499999539357212,Iris-virginica
+99,6.647501374281061,3.2795784956666574,5.693579725761833,2.4999995030330417,Iris-virginica
+100,6.819342164275689,3.331765972393196,5.727422774386067,2.5,Iris-virginica
+101,5.9724012065141885,3.419496923345763,4.550833660972814,1.5992663704477692,Iris-versicolor
+102,5.909431625232284,3.237537674571502,4.764031457725822,1.7576266873479278,Iris-versicolor
+103,6.27922862871182,2.71395021036763,4.900003436502543,1.7832824284725444,Iris-virginica
+104,6.531705441458487,2.940489764290343,4.326894351539387,1.3614367909632148,Iris-versicolor
+105,5.990388456290167,3.4109303810668945,4.501868418320745,1.5905855857435534,Iris-versicolor
+106,5.549147501627694,2.696619127614995,4.194300247114866,1.2916173991765159,Iris-versicolor
+107,5.540865330245599,3.0148784893694707,4.079996819625873,1.3225266919328693,Iris-versicolor
+108,6.447374706899381,3.0853343192792266,5.500190551498015,1.820362400592517,Iris-virginica
+109,5.478011865966027,2.4712824990187827,4.153384312601917,1.0548377514494665,Iris-versicolor
+110,5.766784856673785,2.65351353841383,5.090166150417122,1.9134126188190583,Iris-virginica
+111,6.923099883777513,3.2110161390989393,5.7097717724942205,2.3045110228334704,Iris-virginica
+112,5.674482462683978,2.480806840848751,4.9938762874902505,1.98978428724044,Iris-virginica
+113,5.522544614913052,4.4,1.4528145493883695,0.38353316695017564,Iris-setosa
+114,4.6024120186136965,3.386784689614273,1.3904918770771038,0.3059208178496102,Iris-setosa
+115,4.869630927597194,3.0980205999028914,1.5150771030821906,0.1,Iris-setosa
+116,6.315994679093441,2.679070257441875,4.917728644299089,1.8043624040971071,Iris-virginica
+117,5.248017169164926,3.501955846368537,1.403488808181508,0.2,Iris-setosa
+118,5.717767507421288,4.399999262753995,1.474464928598706,0.5202569746173203,Iris-setosa
+119,5.981896011799791,3.3463862019918187,4.548516792538334,1.610382187643331,Iris-versicolor
diff --git a/iris/tab_ddpm/1/1/test.csv b/iris/tab_ddpm/1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/1/train.csv b/iris/tab_ddpm/1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/1/val.csv b/iris/tab_ddpm/1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/10/synth.csv b/iris/tab_ddpm/1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33cc77d56cdf95d3f147e86564bfb278d3094119
--- /dev/null
+++ b/iris/tab_ddpm/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.527775599419245,2.394530424420546,3.7247518680998972,1.054712215902851,Iris-versicolor
+1,6.036299420713562,2.707082232185142,5.182908621496719,1.6107085179183525,Iris-versicolor
+2,5.992668666398257,2.9644216445064244,4.825917682281481,1.8179694169612506,Iris-virginica
+3,5.987246977235077,3.423961114732588,4.458338709349687,1.6018456436300565,Iris-versicolor
+4,6.685128085868428,3.293028037206404,5.751243802947793,2.4999994115016033,Iris-virginica
+5,5.622700963279543,2.981280662048032,4.1235112493361985,1.3015595661790946,Iris-versicolor
+6,4.844340348444366,2.3993564644227083,3.1417318366185047,0.7915862940761892,Iris-versicolor
+7,6.67328277066161,3.1090769019270055,4.409354533713833,1.4036017031546515,Iris-versicolor
+8,5.649738955473534,4.4,1.46989094075875,0.4618984969944956,Iris-setosa
+9,6.674110923334132,2.9949194838897246,5.492842862338874,2.0664022489310865,Iris-virginica
+10,6.341587858910146,2.2960124686653747,4.48099766043859,1.290096474548571,Iris-versicolor
+11,5.948503521601945,3.2075186858534943,4.709570408647431,1.821115978533352,Iris-versicolor
+12,5.061289261763241,3.3596062955731676,1.4222765211473478,0.2,Iris-setosa
+13,6.409062314179073,2.6760246553856724,5.289286369625995,1.9103819303815741,Iris-virginica
+14,5.086342364025439,3.7002655438616223,1.4800624930643305,0.41854054289401554,Iris-setosa
+15,5.499155178088774,2.392823813662204,3.828374616765828,1.078602043650101,Iris-versicolor
+16,5.093081446165527,3.758458639911293,1.602207273446615,0.2,Iris-setosa
+17,5.961552821841964,2.2,5.025210110487915,1.4850560635160595,Iris-virginica
+18,5.689870948062705,2.9914339436183197,4.15182972746581,1.4202701435237155,Iris-versicolor
+19,5.981934670808325,3.4144230095121126,4.482374115546575,1.5872170126288334,Iris-versicolor
+20,5.112007168299917,3.6733518165106114,1.6042372751009872,0.30353278538777956,Iris-setosa
+21,5.713739334696703,4.4,1.5077042590348022,0.38216067786113816,Iris-setosa
+22,6.024019006935896,2.9840474202646465,4.469390195065638,1.4148225206053877,Iris-versicolor
+23,5.874131328279734,3.2077058461932904,4.827093796666965,1.7988859587155488,Iris-versicolor
+24,5.809005050339804,2.7229520582068876,5.109595632966181,1.8922649883221543,Iris-virginica
+25,7.6999989638013515,2.7470447015428174,6.699998052903756,1.9889132231144975,Iris-virginica
+26,5.4392806345744145,3.9159192823544418,1.2987739152291606,0.4159661738882045,Iris-setosa
+27,7.7,2.7411249849571093,6.699998572886717,1.947797025564171,Iris-virginica
+28,5.617426187529307,4.4,1.4716977335737718,0.5862974975701267,Iris-setosa
+29,5.985269804263848,2.2000003196821756,4.955296940900426,1.4890192054080404,Iris-virginica
+30,4.968178572050379,3.196757367881715,1.2204165326840046,0.2,Iris-setosa
+31,5.410174987154011,3.9156895062005272,1.6832625216908523,0.39910932054523435,Iris-setosa
+32,6.308495672277889,2.6869415785563366,4.900903824011969,1.769173369871718,Iris-virginica
+33,7.208149605510876,2.982965174389639,6.026188694587972,2.0727506937035893,Iris-virginica
+34,5.581446618326012,4.258299090461608,1.4004600770110538,0.2,Iris-setosa
+35,6.30675310576186,3.414550773260404,5.664102452598704,2.4053863643801487,Iris-virginica
+36,5.978265165121636,3.4325947990930445,4.50759100868043,1.6449237631900508,Iris-versicolor
+37,5.102696246866001,3.7776321172238223,1.9287071329607397,0.39979006101441006,Iris-setosa
+38,5.257437771341318,3.5779384930378724,1.4997870403388598,0.2,Iris-setosa
+39,6.00686924866477,2.7033126882465077,5.069856505237853,1.56117868101484,Iris-versicolor
+40,5.875292594123927,2.9600698913016577,4.2813916703520984,1.3127418590326585,Iris-versicolor
+41,6.663302916781107,3.2962648370292293,5.6953426750883,2.108428135813474,Iris-virginica
+42,6.7185887741334875,2.9840106658117156,4.979831949017651,1.693104019640894,Iris-versicolor
+43,5.762175639059182,2.78886746983022,5.085107086086606,2.4123381975813585,Iris-virginica
+44,5.606042696079742,4.261700888664217,1.4023080204288212,0.2,Iris-setosa
+45,6.284798589401421,2.311878628559402,4.349116894403178,1.2921519242596462,Iris-versicolor
+46,5.108664788420603,3.7942042541087755,1.919043072277277,0.46102736081800577,Iris-setosa
+47,5.510181654054354,4.190824736644324,1.4106988815536352,0.2,Iris-setosa
+48,5.4957889751655715,2.5938922053843325,4.391706226942367,1.158292873311873,Iris-versicolor
+49,6.679066249363145,3.3105270540536864,5.588434904844535,2.5,Iris-virginica
+50,6.6521176203506736,3.2779747720731396,5.739787157789647,2.4999994076648946,Iris-virginica
+51,6.436484270677454,2.5606851591216664,4.741820234591083,1.4853814499274485,Iris-versicolor
+52,5.3931607368679115,2.9819869145230755,4.405198415216448,1.4787407219718918,Iris-versicolor
+53,6.3281896608207555,2.479108245521176,4.863066087980039,1.4871485074356594,Iris-versicolor
+54,5.515657271830285,2.621790051536215,4.418686598620685,1.2562834057173946,Iris-versicolor
+55,7.7,2.7815867972456196,6.699998572441181,1.9919541883459648,Iris-virginica
+56,5.869267323009176,3.200797304880274,4.778319071352093,1.791690677360143,Iris-versicolor
+57,5.906387952249038,3.215170777023065,4.798092157563073,1.7990892235002982,Iris-versicolor
+58,5.779820326803579,2.646593092934291,5.090570515923358,1.9166693343999903,Iris-virginica
+59,6.407505394516989,2.7975437854358556,5.36773153503215,1.8756804931003068,Iris-virginica
+60,6.286618039982371,2.501571660697901,4.880214000059411,1.5003538349825272,Iris-versicolor
+61,6.325842468454696,2.5037228638698696,5.0331664795172655,1.8955483389030607,Iris-virginica
+62,5.868587307715345,2.999908021524049,5.137944467178146,1.8058994687062082,Iris-virginica
+63,7.699999065814874,2.785633258420136,6.6999981559855515,1.9737162766479919,Iris-virginica
+64,5.404867970080189,2.993952707368439,4.494735860560705,1.4942706763919897,Iris-versicolor
+65,5.078322927878991,2.4997701125503,2.9777501129643755,1.2097699351325324,Iris-versicolor
+66,5.414081645972601,3.953871138656651,1.6748824552535029,0.37610356638762255,Iris-setosa
+67,5.5412642640420176,2.3962483995644774,4.025175729466787,1.1122360572448882,Iris-versicolor
+68,5.081906806245516,3.406722168802661,1.502852844188959,0.2,Iris-setosa
+69,6.520987006801683,2.9916614472817082,5.510537023277331,1.8077698586599913,Iris-virginica
+70,6.680761978959916,3.303108945204416,5.658708442818205,2.5,Iris-virginica
+71,6.683048125120053,3.118295993253719,4.420690739064493,1.410738697534823,Iris-versicolor
+72,6.8019680187802445,2.9795626468597187,5.604501983598325,2.067210033528953,Iris-virginica
+73,5.5256687805424525,3.003509978906422,4.105205025423953,1.2960731325751982,Iris-versicolor
+74,4.996984080046899,3.6733956736979327,1.4037293591891782,0.2,Iris-setosa
+75,4.786112904814248,3.4092240041656616,1.6056565916760035,0.2,Iris-setosa
+76,5.678333613704437,4.4,1.4888811973411538,0.3971186144114319,Iris-setosa
+77,4.607168939037675,3.2048558222119063,1.413057574586656,0.2,Iris-setosa
+78,5.299888633137138,3.7327831623889707,1.5109667366376873,0.2,Iris-setosa
+79,4.400000493832616,2.8814507097610615,1.367312419144243,0.2,Iris-setosa
+80,5.0567412506005995,3.4286369626990822,1.5074648339642398,0.2,Iris-setosa
+81,5.543572305650097,2.9969931514390855,4.007130666701322,1.301709679210884,Iris-versicolor
+82,5.11680827418074,3.8320111449146923,1.944165786488397,0.4007064409175046,Iris-setosa
+83,4.603591761204575,3.402815469733142,1.4008546398312942,0.3060543796713675,Iris-setosa
+84,5.734279863154895,4.4,1.4847686063333791,0.38416789117766326,Iris-setosa
+85,5.001888503015503,3.6040029640011535,1.364352186117477,0.2,Iris-setosa
+86,6.546256369586468,2.9252863862814578,4.300385084287638,1.3569710701988238,Iris-versicolor
+87,5.906425389207573,3.022250815846206,5.17220778897112,1.8211377017903976,Iris-virginica
+88,6.248017807733089,2.726205063531128,4.866740487922052,1.7807916269323334,Iris-virginica
+89,5.09098254913721,3.761127734710981,1.5053429582558693,0.5329564683494211,Iris-setosa
+90,5.027272994493408,3.5300854729881896,1.3606755841581573,0.31585419205782284,Iris-setosa
+91,6.2818419993530705,2.300634829477554,4.422913425535353,1.2893529036631821,Iris-versicolor
+92,6.012938814285207,2.701010708978248,5.087397239212388,1.6387255797475717,Iris-versicolor
+93,5.204590026284986,2.729986081000937,4.022147839019824,1.4202025847079147,Iris-versicolor
+94,5.793822019302737,2.6814906106355,5.1218807739258585,1.8971202697070881,Iris-virginica
+95,7.1971537711341345,2.98722493882003,6.035678206009371,2.0723969753833655,Iris-virginica
+96,5.110108317228841,3.739089308389933,1.6050783483990259,0.2,Iris-setosa
+97,7.7,2.818443119936732,6.7,2.0084470458634116,Iris-virginica
+98,6.7233262353924435,3.0015267633593266,5.502584592034246,2.092504176083966,Iris-virginica
+99,5.498982500743177,2.403816359856463,3.679837772837743,1.0579459937472118,Iris-versicolor
+100,5.45751530499256,3.920298914016481,1.3001436389146444,0.36618220098017673,Iris-setosa
+101,7.7,2.777630990948027,6.7,1.9915252603629747,Iris-virginica
+102,5.968447369385177,3.440498638482121,4.429919245333031,1.6027600039915937,Iris-versicolor
+103,5.39578111403399,3.878691330758768,1.6583462158649784,0.38916570608165346,Iris-setosa
+104,4.935104976779908,2.422939030867949,3.563576168873472,1.0833452838149231,Iris-versicolor
+105,5.7443202031531255,2.7933235437977206,5.1755708418140625,2.4103634698565854,Iris-virginica
+106,4.400000805696107,2.891545329167656,1.4043274001580097,0.2,Iris-setosa
+107,7.190076264545128,3.002774276215351,5.973644891115452,2.089417267137911,Iris-virginica
+108,5.591030816125961,4.4,1.4860692055062223,0.39850780868934643,Iris-setosa
+109,5.518680906679254,2.397465057233441,3.895112827537119,1.0280511702955581,Iris-versicolor
+110,7.294115795690757,2.9602710087372204,6.215794192775401,1.896026517423079,Iris-virginica
+111,5.010791011349981,3.5073126282694513,1.3428151452837642,0.29359960147272773,Iris-setosa
+112,5.294288514091546,3.6904434108921356,1.4979363307315385,0.2,Iris-setosa
+113,5.082371829864243,3.396528729968773,1.5065145461668634,0.2,Iris-setosa
+114,6.683661944650397,3.0927925684588056,4.401164148948606,1.4046908360209232,Iris-versicolor
+115,5.786019630293012,2.6923540978904037,5.100141242911529,1.90204297204489,Iris-virginica
+116,5.178122308572315,3.436447762308144,1.5311875649973214,0.2,Iris-setosa
+117,6.695563324392516,3.120058819056622,4.419604390235023,1.4147331501929374,Iris-versicolor
+118,5.166791458423211,3.405485413500074,1.4061152575883005,0.2,Iris-setosa
+119,5.08594262064603,3.39563969380208,1.4883977877754222,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/10/test.csv b/iris/tab_ddpm/1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/10/train.csv b/iris/tab_ddpm/1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/10/val.csv b/iris/tab_ddpm/1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/11/synth.csv b/iris/tab_ddpm/1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..454bd848449e508df70cc3e7fd24606e48a3756a
--- /dev/null
+++ b/iris/tab_ddpm/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.099552229823123,3.6903082238652045,1.5187227644910934,0.4674252135939287,Iris-setosa
+1,7.7,2.7471811134411053,6.699998913894419,1.98526675146421,Iris-virginica
+2,6.391512060271083,2.8812849011542654,4.290946440408655,1.2969041272695188,Iris-versicolor
+3,5.565371073511557,2.701203627814604,4.206200501426657,1.317147747106752,Iris-versicolor
+4,5.034349320271266,2.458030551537195,2.994587087474212,1.1446509618277867,Iris-versicolor
+5,4.850214882923986,3.117030450985028,1.5116270440919126,0.10000012508485683,Iris-setosa
+6,4.806181683265967,3.062803120255939,1.50978073765258,0.10000009005686629,Iris-setosa
+7,5.004758595698811,3.1842528272550985,1.1908420893768152,0.2,Iris-setosa
+8,5.785929903405901,2.6979451086659023,5.101417215212756,1.8901650414428075,Iris-virginica
+9,5.359695303927561,2.972431371028918,4.488128216297868,1.4927618753247387,Iris-versicolor
+10,6.9355394574747535,3.198541886478663,5.755578600620705,2.298224272308127,Iris-virginica
+11,5.794070900980092,2.5961814301752963,5.048754895793129,1.9352770774311492,Iris-virginica
+12,6.394198016968698,2.7180771011003313,5.303223648784585,1.8879574424515748,Iris-virginica
+13,5.0308002839401125,2.459421080337317,3.2676906849503062,1.0453534772419868,Iris-versicolor
+14,5.146167358428268,3.851129974074949,1.86157650405302,0.49620753747701984,Iris-setosa
+15,5.333360235979955,3.874398210532263,1.5409736569776538,0.2,Iris-setosa
+16,6.771301821904624,3.0018081350015686,5.513911135103775,2.1046953690113512,Iris-virginica
+17,4.862129303626672,3.09700975387161,1.4927647901083936,0.10000009724505302,Iris-setosa
+18,6.666800558558339,3.292111162077201,5.726899500820429,2.5,Iris-virginica
+19,5.954486823118676,3.3593398319601926,4.49789233504222,1.6035051594944927,Iris-versicolor
+20,6.091602437438075,2.995566867496711,4.4373336008804385,1.3849294018246534,Iris-versicolor
+21,7.699998919671622,2.8039681703135098,6.699998408049314,1.9991392999305575,Iris-virginica
+22,7.7,2.774245893385289,6.7,1.9775014015606105,Iris-virginica
+23,7.7,2.799714110102539,6.7,2.0075172302694475,Iris-virginica
+24,7.7,2.794271028429423,6.7,1.990244205066941,Iris-virginica
+25,7.08261036363846,3.0104121215999324,5.877830738278138,2.136977908182484,Iris-virginica
+26,5.495491026061686,2.416636636670516,3.982657025449133,1.1648982631904872,Iris-versicolor
+27,6.6839591622924095,3.31830922621533,5.694188603941005,2.5,Iris-virginica
+28,5.02154934671814,3.3655912747028522,1.4150893120329924,0.2,Iris-setosa
+29,6.688981245174654,3.0727428015230576,4.416111824496917,1.3800506321804673,Iris-versicolor
+30,6.285903267637317,2.3023247927856136,4.4299370518466805,1.2801097990662191,Iris-versicolor
+31,6.008795565879831,2.699793162538562,5.117850412979395,1.615629752842289,Iris-versicolor
+32,5.581793260062339,4.2656088761643485,1.3454356217420829,0.2,Iris-setosa
+33,5.342205202604812,3.432621172364398,1.6446769654118758,0.2,Iris-setosa
+34,5.246659052960826,3.427076311966793,1.6100183118222409,0.2,Iris-setosa
+35,6.337466212637841,2.8317077672626567,5.173346325508692,1.6733212076920738,Iris-virginica
+36,7.7,2.7822105199226264,6.7,1.9809816613190268,Iris-virginica
+37,5.244479122174082,3.541845214835965,1.518913350289356,0.2,Iris-setosa
+38,4.9867692053810675,3.6015388431617867,1.4003039626553078,0.2,Iris-setosa
+39,5.0857187133609125,3.70830291313611,1.5827052395513124,0.2,Iris-setosa
+40,5.230631973702958,2.812435063369946,4.172275112089932,1.4445345871891684,Iris-versicolor
+41,6.665919568273633,3.3015024933352066,5.623347042871794,2.5,Iris-virginica
+42,5.51602415096271,2.4114778692108167,3.851845523126035,1.036563972093853,Iris-versicolor
+43,5.004993027277878,3.621152468900481,1.4040448066153917,0.2,Iris-setosa
+44,4.88223722527499,3.0863751360824443,1.4984338828014436,0.1,Iris-setosa
+45,5.519024290593316,2.3899236538912416,3.8129837425254447,0.8148105102849552,Iris-versicolor
+46,5.5858982068785545,4.4,1.4703769928908657,0.4622685101128298,Iris-setosa
+47,4.850493151698188,3.093505689007039,1.5125309097126742,0.1,Iris-setosa
+48,4.4,3.201627313565485,1.2978676624402077,0.2,Iris-setosa
+49,5.527697835036485,2.383315814451209,3.6560291694147655,0.9809003054594807,Iris-versicolor
+50,5.996096082699323,3.385730572459962,4.537149445370549,1.6198397417567265,Iris-versicolor
+51,5.652475790182682,4.399999254506648,1.4992407422223517,0.5934354401459632,Iris-setosa
+52,6.766884523126578,2.996410981668715,5.479006253679318,2.0912649838821564,Iris-virginica
+53,6.3533958578523855,2.8291718818222105,4.266408255753126,1.279369061495816,Iris-versicolor
+54,7.7,2.776356028685793,6.7,1.9973907097046593,Iris-virginica
+55,6.303336229666984,2.5105585720565227,5.025858464321703,1.897626697723214,Iris-virginica
+56,5.9976740782288855,3.4454076436305363,4.49626870616935,1.613409500679342,Iris-versicolor
+57,4.4,2.9784936344221276,1.3651004045795496,0.2,Iris-setosa
+58,5.105370641515466,3.8678830366025485,1.6723109783777403,0.20179232595852742,Iris-setosa
+59,6.685771233018578,3.28702321728821,5.665802447469837,2.499999458220891,Iris-virginica
+60,6.004228043913244,3.404951055729821,4.475867428665422,1.6079487707776252,Iris-versicolor
+61,6.280183928354945,2.310276285386729,4.3897223039632145,1.284399026485859,Iris-versicolor
+62,6.819531340367214,2.9829620872736817,5.448206063393378,2.102422536516698,Iris-virginica
+63,4.952316131270097,3.5515306521277017,1.4036779273194708,0.2,Iris-setosa
+64,6.42906342186137,2.740869102004018,5.32291351752524,1.8958565567360457,Iris-virginica
+65,5.570036672129098,2.676302548442072,4.290362090504428,1.2727791111107134,Iris-versicolor
+66,6.697610836176185,3.003963142134363,5.002177833851691,1.6968030963011334,Iris-versicolor
+67,6.694488721191856,3.2809738988092065,5.665394381165919,2.0985357744108315,Iris-virginica
+68,5.096078798956745,3.5161865466825897,1.4048036268925026,0.3091326295171915,Iris-setosa
+69,7.699998993305158,2.7579833171113513,6.7,1.974797914415568,Iris-virginica
+70,6.320429212911815,2.5237172444354226,5.012761754219494,1.8916749164702538,Iris-virginica
+71,6.311880706734111,2.5360430380218824,4.9323889364635045,1.835111266932954,Iris-virginica
+72,4.580251422701983,3.189165509196217,1.383120982898331,0.2,Iris-setosa
+73,6.747314057008923,3.0118448177014554,5.509449741749043,2.076844680211621,Iris-virginica
+74,6.3944335192009,2.8934016611683067,4.32010388174233,1.3020486136356921,Iris-versicolor
+75,5.7966009908458975,2.772301542123118,5.088848490293522,2.407107050848344,Iris-virginica
+76,5.671776567726814,4.4,1.4656709107445745,0.5891437471432077,Iris-setosa
+77,6.406856813828044,2.8816352812146553,4.27869516762733,1.2974225010749114,Iris-versicolor
+78,5.9964872928617945,2.6907878576935005,5.095934513321833,1.615449616089316,Iris-versicolor
+79,6.624762722489523,3.3087898373322036,5.675932590093755,2.5,Iris-virginica
+80,5.154897786917784,3.4276888587034504,1.5057806104038614,0.2,Iris-setosa
+81,6.4553763674357345,3.1577352984781215,4.52539294958644,1.4746036503849174,Iris-versicolor
+82,5.313224070547388,2.888739514850219,4.2605158681539965,1.462171951770176,Iris-versicolor
+83,6.027747182868224,2.6935958115965026,5.083883987819734,1.5783763621663092,Iris-versicolor
+84,5.982492365513502,2.2000003929209178,5.014199269410875,1.512707098961631,Iris-virginica
+85,4.986817161409032,3.2655561195841285,1.3141185762148948,0.2,Iris-setosa
+86,6.29945782851996,2.649048768362709,4.9183885087778805,1.8084902781491323,Iris-virginica
+87,5.101304179381527,3.761293395194722,1.8679619031903638,0.3957656456090459,Iris-setosa
+88,5.461361123081559,2.392116329669936,3.666552234982892,0.9718353586329944,Iris-versicolor
+89,5.895279502502759,3.220225592127422,4.82543915955054,1.785643796707271,Iris-versicolor
+90,5.697624797284836,4.4,1.4860112368095368,0.6210198919365766,Iris-setosa
+91,5.575958842038727,2.987306747036323,4.126002346589756,1.2820153055349734,Iris-versicolor
+92,5.069569918013247,3.7849645903767053,1.6243925008430966,0.2,Iris-setosa
+93,5.63598206952388,4.4,1.4913059060947025,0.39109181296319967,Iris-setosa
+94,5.029057790877177,3.5131182363508353,1.3032498923438034,0.27857759737765975,Iris-setosa
+95,5.848037345004159,2.865320482575965,5.197998856936668,2.4361122359821406,Iris-virginica
+96,5.098671852221433,3.7143013310434183,1.5416777225140952,0.45639525266607806,Iris-setosa
+97,6.705793797208705,3.289146693772358,5.645574176883121,2.4999995394326078,Iris-virginica
+98,5.258094286444564,3.432495813957745,1.5649006909650158,0.2,Iris-setosa
+99,5.791936224638877,2.7963764382979788,5.183635862189324,2.400012498609231,Iris-virginica
+100,6.677113698174632,3.0056179972079087,4.978813194559078,1.6629918805974162,Iris-versicolor
+101,5.558077189867797,2.9718510561537124,4.1260502118395275,1.283882612825551,Iris-versicolor
+102,5.082189462017492,2.5201185908577823,3.261176990196287,1.27692857262959,Iris-versicolor
+103,6.694859995981967,3.3068768293123028,5.746200066155458,2.4999994226357365,Iris-virginica
+104,5.513607787226273,2.4424707306923947,3.7448813172787307,1.11102779667788,Iris-versicolor
+105,5.082321795240974,3.311257049086742,1.8139583142810802,0.4687851623228464,Iris-setosa
+106,5.90846731125024,2.9996059838467724,4.231811376629776,1.4925723563736197,Iris-versicolor
+107,5.439709708994817,2.996212380460682,4.23131948870843,1.400882920486032,Iris-versicolor
+108,6.416249655180013,2.7251330544065797,5.354813060580749,1.8990527846785104,Iris-virginica
+109,6.672504448232277,3.023968887979848,4.411505826739709,1.3990080108292804,Iris-versicolor
+110,6.66801546417625,3.2892877748243428,5.731658939725735,2.4999993951268804,Iris-virginica
+111,6.677080595475972,3.0694063176127826,4.440011799097097,1.404644094958931,Iris-versicolor
+112,5.643961232219321,2.7657811299039414,4.177623077692304,1.3340589621691188,Iris-versicolor
+113,7.7,2.7386428514611794,6.7,2.0020053799685424,Iris-virginica
+114,4.5803589517488215,3.64316061331778,1.0,0.2,Iris-setosa
+115,7.7,2.7898028605833836,6.7,2.0046389904151196,Iris-virginica
+116,5.683842347288746,4.399999227966029,1.4790276673981775,0.5017663430626501,Iris-setosa
+117,6.091881798215471,2.5899685860673025,5.588236138874471,1.384775760430889,Iris-virginica
+118,6.298953827442857,2.567906028093336,5.048845967119584,1.9056612661595846,Iris-virginica
+119,6.894141450877278,3.213114657485355,5.674657504500675,2.3199038016758737,Iris-virginica
diff --git a/iris/tab_ddpm/1/11/test.csv b/iris/tab_ddpm/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/11/train.csv b/iris/tab_ddpm/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/11/val.csv b/iris/tab_ddpm/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/12/synth.csv b/iris/tab_ddpm/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33d226cadab33a054db46e8cf8ac111cc62e62c1
--- /dev/null
+++ b/iris/tab_ddpm/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.733967465940326,3.2868082218249377,5.6376607244689545,2.5,Iris-virginica
+1,6.681415459797606,3.064803155612817,4.412740166136289,1.3962160718976215,Iris-versicolor
+2,5.577496535443922,4.4,1.4751645495822312,0.4786947112578192,Iris-setosa
+3,5.118740682740856,3.43562315190321,1.5022424633200142,0.2,Iris-setosa
+4,5.987665204328222,2.200000493672684,5.00139359270208,1.4978540952790573,Iris-virginica
+5,6.291262073829713,2.5106941982504107,4.871272222744871,1.4915556139653419,Iris-versicolor
+6,5.880484490810988,3.0062844437380294,4.2246282307344885,1.5112656428801905,Iris-versicolor
+7,6.329484650223679,2.839592306086828,4.260017841588708,1.2628890983210832,Iris-versicolor
+8,6.279240730082496,3.348479572721132,5.613825647808023,2.3669634873711782,Iris-virginica
+9,4.872585216020306,3.0922279118093607,1.4894780940382133,0.1,Iris-setosa
+10,5.06200043910692,3.3841986863561444,1.4902484677535117,0.2,Iris-setosa
+11,5.417979185628308,3.9327975806184776,1.3081523398320627,0.3896214196630239,Iris-setosa
+12,6.563917427131025,2.9907104248683387,5.561102560641039,1.819078252264642,Iris-virginica
+13,6.314669324505624,2.509379783566487,4.902232296807733,1.5138811886827845,Iris-versicolor
+14,5.365135782474739,2.9836283794254546,4.449017992212571,1.485590486948115,Iris-versicolor
+15,5.518764193203094,2.407014597795332,3.665692142871354,0.9211662235937808,Iris-versicolor
+16,5.899036616372858,3.217564700890284,4.815235407571808,1.8032654253437586,Iris-versicolor
+17,5.107175592226712,3.2990674470249677,1.804327561645512,0.5414274930909425,Iris-setosa
+18,5.6830741621421215,4.4,1.4828246041529702,0.36985113844335604,Iris-setosa
+19,5.577381410199222,4.268669299058509,1.3905621408886544,0.2,Iris-setosa
+20,6.81383742175942,3.167645910444774,5.651879211142005,2.256484316680118,Iris-virginica
+21,6.362978356126489,3.188741431791182,4.516445243137749,1.4927499018256607,Iris-versicolor
+22,6.72877689315961,3.291342898886847,5.701862752533714,2.5,Iris-virginica
+23,5.050464666296378,3.4813500497593863,1.343761924309108,0.2844248298664469,Iris-setosa
+24,5.567638374717939,2.7836549096149406,4.577000848587529,1.438184168264602,Iris-versicolor
+25,5.646371540691301,4.4,1.4729686234971882,0.6024927704780353,Iris-setosa
+26,4.590799762359544,3.4087148399254237,1.396886331654323,0.28349586461884724,Iris-setosa
+27,6.556010078414628,2.9770379041537836,4.369749831831464,1.3815810509135658,Iris-versicolor
+28,5.003057280934617,3.6012925800217017,1.3918648683835788,0.2,Iris-setosa
+29,5.624001768028408,2.6992559197326753,4.2194912514056355,1.3088916413517204,Iris-versicolor
+30,7.7,2.820524632461452,6.699998400702543,2.004692768473539,Iris-virginica
+31,6.290556400825373,2.638420624589867,5.006998903054272,1.8357704923715228,Iris-virginica
+32,4.988680412398001,3.597378103042713,1.3955736067819156,0.2,Iris-setosa
+33,5.116441254197889,3.335583858155665,1.6681784359306324,0.5257846767504384,Iris-setosa
+34,5.190673735374535,3.3896735706828087,1.3796973973343705,0.2,Iris-setosa
+35,5.40217813709502,3.3897702097750613,1.8143880805590715,0.2,Iris-setosa
+36,6.371452264674408,3.100481006994035,5.497186426348027,1.7939357955810626,Iris-virginica
+37,6.446614206747464,2.841983993499655,4.245227596550254,1.284219402330593,Iris-versicolor
+38,7.7,2.771458908800838,6.7,1.9844178546822495,Iris-virginica
+39,5.5703347992656065,4.221992844660102,1.3757588148132518,0.2,Iris-setosa
+40,6.249482668910103,2.5315381110529707,4.91762569947441,1.5198314792606413,Iris-versicolor
+41,4.865076100116589,3.0851146652029358,1.5167805072851794,0.10000010208245089,Iris-setosa
+42,5.591785296922867,2.9848765143814453,4.131843549668185,1.309199138894681,Iris-versicolor
+43,5.24387269916726,2.8622605636554947,4.158121440974855,1.4478258548589549,Iris-versicolor
+44,6.411295856998444,2.8652343466453476,4.218095935842391,1.319444671871981,Iris-versicolor
+45,4.9211423790838085,2.410474753881302,3.0282470180111094,1.0075263700304034,Iris-versicolor
+46,6.5154138072750465,2.9478162257841922,4.365412464784238,1.3699317440052243,Iris-versicolor
+47,5.547325961857999,2.666027146425436,4.351551676046561,1.271893913963874,Iris-versicolor
+48,5.583560450315575,4.4,1.523810047621603,0.40603898240612707,Iris-setosa
+49,5.5132539794725295,4.4,1.4693764118516952,0.3913590628544933,Iris-setosa
+50,5.608453582131687,2.7377698910048425,4.1820366403961025,1.2935137800069907,Iris-versicolor
+51,5.087557084941737,3.3945443286268793,1.4608841274344306,0.2,Iris-setosa
+52,7.6999986736781985,2.7845590388638506,6.69999842596275,1.9888477511205902,Iris-virginica
+53,4.807458205482506,3.402869745844822,1.6001415237550947,0.2,Iris-setosa
+54,7.699998939622974,2.7685394808249852,6.699998983243853,1.9585613983046655,Iris-virginica
+55,5.5974620459075295,4.240173044118124,1.3991277079034508,0.2,Iris-setosa
+56,6.812824772162567,3.003742503826397,5.518096931105122,2.082196592950349,Iris-virginica
+57,6.694899981644644,3.1345330621655174,4.409989754174112,1.4038479011608713,Iris-versicolor
+58,6.296679887175798,3.4283889712388254,5.65960759017184,2.39474175645975,Iris-virginica
+59,7.7,2.748178277187191,6.7,1.974627231228075,Iris-virginica
+60,5.43562902909253,3.944086912919559,1.6564846100974153,0.35832750113141043,Iris-setosa
+61,5.327198314930596,2.6181074387693757,4.124948219543495,1.2732329290416016,Iris-versicolor
+62,6.400920364384837,2.8715580081361542,4.2584004554774175,1.2795948107040027,Iris-versicolor
+63,5.452245756372543,3.0147855419030725,4.530151894046765,1.506206238837653,Iris-versicolor
+64,5.6337020632788395,4.399999017684618,1.4944065194667573,0.3935066040637879,Iris-setosa
+65,5.220548337311818,3.523066879500287,1.4994980603824037,0.2,Iris-setosa
+66,6.276717128483305,2.4924750530283037,4.878067956146286,1.480785867107759,Iris-versicolor
+67,5.239117710220324,3.684876252592668,1.5146634870108782,0.2,Iris-setosa
+68,5.507093455303957,2.5848991471498026,4.453490893676195,1.2180749622725995,Iris-versicolor
+69,5.9078076559558435,3.2285995577583817,4.806018669476778,1.8069763314312042,Iris-versicolor
+70,6.437366651674391,3.2036161175573694,4.563284708782758,1.5035152660946363,Iris-versicolor
+71,5.5947357693399615,4.4,1.4795368086059764,0.6984777374353781,Iris-setosa
+72,5.556640185144894,4.238371103566804,1.3702962822519913,0.2,Iris-setosa
+73,5.227840198840421,2.7069794778253216,4.034384017416999,1.3980838448651047,Iris-versicolor
+74,5.387356391164263,3.8422858344388384,1.3163858480322936,0.3714585482562599,Iris-setosa
+75,6.125427082382801,2.9971424274145084,4.636416732460627,1.3895389956394426,Iris-versicolor
+76,5.542741166959542,2.6700797291430867,4.201465289518091,1.2888642041725664,Iris-versicolor
+77,6.322529463723377,2.789244481177162,5.096065327360405,1.5307264258416367,Iris-virginica
+78,5.765955674349182,2.5857231065838273,5.054413671702729,1.925593389442956,Iris-virginica
+79,5.369055599866561,2.992740455517604,4.446498714498625,1.4978203969448185,Iris-versicolor
+80,5.304266677700239,3.6639524661001994,1.5094890967047776,0.2,Iris-setosa
+81,5.016665058303538,3.2165035580625996,1.196682063839109,0.2,Iris-setosa
+82,4.903938073682831,2.39507448371843,3.3628352898706293,1.0641935633525978,Iris-versicolor
+83,5.070080937480448,2.468898417431646,3.0479488513130235,0.9926769437573644,Iris-versicolor
+84,5.182590740689403,3.4807052874788615,1.5204987784030728,0.2,Iris-setosa
+85,4.871167699715509,3.0833949524646216,1.4854609133622754,0.1,Iris-setosa
+86,6.002700065589426,3.3766630734355623,4.5890326037267775,1.636608522721375,Iris-versicolor
+87,6.270674555433508,2.30826640349502,4.3340548809446995,1.2834254850994486,Iris-versicolor
+88,5.063261740759087,3.492994080478635,1.3465969571556895,0.29682942910548243,Iris-setosa
+89,6.274309341081311,2.856088819574582,5.56402061354335,1.7680888036226674,Iris-virginica
+90,7.7,2.7499456139140497,6.699998603397873,1.9984395967246686,Iris-virginica
+91,5.402874263680255,2.98820342383627,4.46375291687318,1.500739913217867,Iris-versicolor
+92,5.496733862601397,2.622696188474685,4.410067006134194,1.25829668279924,Iris-versicolor
+93,4.957089652621066,2.4300561603002437,3.087327120005744,1.063754500791127,Iris-versicolor
+94,6.947300215372257,3.2196631760863115,5.713724910464911,2.3094627300003467,Iris-virginica
+95,6.748270682769249,3.261914923296636,5.70538530094632,2.209056668753276,Iris-virginica
+96,6.5978871835083135,3.1085973914306866,4.70693258058113,1.5284957155548027,Iris-versicolor
+97,6.333596766101723,3.376585909790406,5.664528090463688,2.3947879128382255,Iris-virginica
+98,4.485028246277221,2.301341662048376,1.308077503683867,0.2807199033720496,Iris-setosa
+99,5.922332983204866,2.2,4.959667235093202,1.440022448227976,Iris-virginica
+100,6.372502251919083,3.108181714919299,5.514288958987378,1.812222911915143,Iris-virginica
+101,5.037251246713369,3.4904517318032653,1.3395694967683682,0.2885159397230781,Iris-setosa
+102,6.3274587505162625,3.368164174098248,5.692148341372749,2.389649412817163,Iris-virginica
+103,5.499977647778699,4.102637108806355,1.4094264868621336,0.2,Iris-setosa
+104,5.486023962742725,2.5959232157498477,4.36762025641663,1.2363259147811207,Iris-versicolor
+105,5.594585008662414,4.229221614689443,1.3855162818535272,0.2,Iris-setosa
+106,6.491570985530822,2.9658224391488583,5.500506993276289,1.7973499762826297,Iris-virginica
+107,5.598289277265474,3.0000921141857706,4.495740788773798,1.5054515646672963,Iris-versicolor
+108,7.3335363591473355,2.905258357171491,6.32731411348875,1.8084383197148932,Iris-virginica
+109,5.729891850967115,4.399999263282226,1.4776101035884472,0.3893264977145594,Iris-setosa
+110,6.602428887613174,3.275400707741569,5.610002265599434,2.5,Iris-virginica
+111,5.224905191540123,3.6373187970068908,1.4267346120000768,0.2,Iris-setosa
+112,6.596400216202411,3.316232395064669,5.8039695253182835,2.5,Iris-virginica
+113,5.120884961435836,3.4107018759356382,1.5083630768890517,0.2,Iris-setosa
+114,5.001356653260131,3.5856310020488698,1.394182273276412,0.2,Iris-setosa
+115,5.5062793548381395,4.213528687996377,1.379254885139181,0.2,Iris-setosa
+116,7.7,2.7425260043064075,6.7,1.977440120595495,Iris-virginica
+117,7.699998891512397,2.784507104760738,6.69999877596728,1.9923498285039436,Iris-virginica
+118,5.21047540418762,3.4180467909597505,1.5496040451502213,0.2,Iris-setosa
+119,5.621186238390276,4.270880557204076,1.3863627488898407,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/12/test.csv b/iris/tab_ddpm/1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/12/train.csv b/iris/tab_ddpm/1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/12/val.csv b/iris/tab_ddpm/1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/13/synth.csv b/iris/tab_ddpm/1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a20180c7e7911667ce9aa9171528e7fd45e5caf1
--- /dev/null
+++ b/iris/tab_ddpm/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.670422556804176,3.270159761038342,5.646590987505975,2.5,Iris-virginica
+1,5.579582463475711,2.9945350363787675,4.103030276926635,1.2870986532787716,Iris-versicolor
+2,4.800428444132685,3.3895649758780455,1.5817344293264084,0.2,Iris-setosa
+3,5.7911503834269045,2.6956236387588577,5.099425894710222,1.8895609911170417,Iris-virginica
+4,5.663185494869017,2.4584362689224433,5.013941514121437,2.0324572553551294,Iris-virginica
+5,6.315371589370745,2.473327460060754,4.84266782130664,1.4733601009656543,Iris-versicolor
+6,5.5012731384346765,4.232717893202829,1.3800771551309883,0.2,Iris-setosa
+7,5.483329809722185,3.9351047436914355,1.3232131495404296,0.3913911488090066,Iris-setosa
+8,4.906417966696994,2.994646145227211,1.3812264734668274,0.2,Iris-setosa
+9,5.980270092626233,2.200000316527844,5.0382664055567075,1.483821073709843,Iris-virginica
+10,7.699998979853888,2.7628970666786743,6.69999875079137,1.9721539303594362,Iris-virginica
+11,5.668857229482216,4.399999269307473,1.4848560387712357,0.3981251134995347,Iris-setosa
+12,6.37969538462124,3.0845567497605972,5.52439226631883,1.7891644758503473,Iris-virginica
+13,5.278406358558129,3.6602526053738367,1.4963514124258364,0.2,Iris-setosa
+14,6.285972866154768,2.2958999738387162,4.378036327829361,1.2827410748540597,Iris-versicolor
+15,5.033480247166913,3.5747152365088946,1.40222674279068,0.2,Iris-setosa
+16,5.951524152493934,2.2,4.98380070694909,1.4870218910533748,Iris-virginica
+17,7.699998909045547,2.793903064383866,6.69999844835433,1.9805069931007768,Iris-virginica
+18,4.400000477129801,3.194331072181815,1.2915681440596891,0.2,Iris-setosa
+19,7.7,2.7832198334093734,6.699998781439035,1.9702747462315113,Iris-virginica
+20,6.765812084619644,3.243990281157762,5.64657171109232,2.311480708022934,Iris-virginica
+21,5.48834537648088,4.070424921285732,1.406159289683491,0.2,Iris-setosa
+22,5.640655014487184,4.4,1.4825049653445155,0.4251399354189428,Iris-setosa
+23,6.671389176119647,3.1321312323127684,4.462512031522689,1.4063352015519848,Iris-versicolor
+24,5.267084652179148,3.6882099035135214,1.3424928132873193,0.3355482862266391,Iris-setosa
+25,5.097762372792992,3.3108524657807776,1.694700791048769,0.5149269217348466,Iris-setosa
+26,5.778877220697378,2.7836865952704155,5.109128205914719,2.39615157313924,Iris-virginica
+27,5.19779021619404,2.6956308672731693,3.6751752075976682,1.414467188107505,Iris-versicolor
+28,5.772399563109463,2.681931955726631,5.079062952323113,1.911634913442308,Iris-virginica
+29,7.7,2.772225287748378,6.7,1.999275078007119,Iris-virginica
+30,6.293330840065218,2.670831784697053,4.912881598329083,1.8133392388063785,Iris-virginica
+31,5.528337733806416,4.219412005192121,1.346388049809765,0.20475051791322116,Iris-setosa
+32,6.685898565994242,3.014345163394335,4.998940523969691,1.7222763481903207,Iris-versicolor
+33,7.7,2.7671122286312038,6.7,1.9785308311063101,Iris-virginica
+34,5.995444806427195,3.035582184166203,5.269941104617229,1.809548772624266,Iris-virginica
+35,5.073791645475214,3.3156809747360096,1.6774462946049917,0.40164537462626726,Iris-setosa
+36,5.441139534573862,4.0262114799540285,1.4468889602656974,0.2,Iris-setosa
+37,7.6999989379950735,2.7758121896677688,6.699998496175128,1.9353225213145393,Iris-virginica
+38,6.003500919289544,3.384428660398745,4.520755875013292,1.629342552106628,Iris-versicolor
+39,5.779940800499464,2.7071044481106017,5.094337843184981,1.8957328305717465,Iris-virginica
+40,5.0037021871527925,3.505100888610718,1.291804088185457,0.2831617566517524,Iris-setosa
+41,5.108969483856296,3.744217637113973,1.5844934916048379,0.4248263419646287,Iris-setosa
+42,5.049055786428525,3.3149831616106487,1.4101182587362138,0.2,Iris-setosa
+43,6.386661209406154,2.786942076778254,5.446293570828105,1.8636846170586605,Iris-virginica
+44,4.942936117142227,3.153132926245181,1.2420868137510699,0.2,Iris-setosa
+45,4.4000006617970975,3.1773606563562957,1.3024209072998316,0.2,Iris-setosa
+46,6.10847012935499,2.586042951876118,5.596772067799635,1.3984890588893069,Iris-virginica
+47,5.197444919964306,3.3951520199034397,1.3935781567793128,0.2,Iris-setosa
+48,7.7,2.7944587590992014,6.7,1.9934029020438615,Iris-virginica
+49,4.989454978343508,3.607104424728532,1.402019233033042,0.2,Iris-setosa
+50,5.662525845568602,4.4,1.4943109338352738,0.5954301940687202,Iris-setosa
+51,6.665433661215858,3.309473756554106,5.681746362995152,2.5,Iris-virginica
+52,4.866367372867741,2.3777213462175166,3.3918163724939565,0.9515383654777493,Iris-versicolor
+53,5.325594636287426,3.7650276367020936,1.5199872648363804,0.2,Iris-setosa
+54,6.396151464308273,2.702074539376485,5.328042112397907,1.905662273893643,Iris-virginica
+55,6.378143355453326,3.402726934211924,5.625584042290472,2.3794279586965934,Iris-virginica
+56,5.617684000661474,2.997964668883615,4.142069797924355,1.3033793704927887,Iris-versicolor
+57,7.699998924390532,2.725560955631645,6.7,1.9855750236428686,Iris-virginica
+58,7.7,2.786738582781346,6.699999007605889,1.993123339406583,Iris-virginica
+59,5.110020280575074,3.3211806434362847,1.9978378988205636,0.5026764570948832,Iris-setosa
+60,5.768614469242882,2.6773284644570277,5.0958412145337215,1.9079490276954152,Iris-virginica
+61,7.7,2.79559389215274,6.7,1.9956456417598634,Iris-virginica
+62,7.699998908094301,2.782850625423885,6.699998530703017,1.9941096005749055,Iris-virginica
+63,5.487278722944103,4.199354185310954,1.402864977340147,0.2,Iris-setosa
+64,7.258784352628785,2.8939048976633326,6.2716734867568205,1.781977892730214,Iris-virginica
+65,5.315754861068242,3.8015830309535943,1.5220945886014987,0.2,Iris-setosa
+66,6.704699511269893,3.3004500933370617,5.69200115881939,2.5,Iris-virginica
+67,4.595892642273366,3.200059663793757,1.4004947116281743,0.2,Iris-setosa
+68,5.688348814461813,4.4,1.4928971421375599,0.635740564181516,Iris-setosa
+69,5.529800380728912,2.654435914232835,4.2555899277235145,1.2814314000101266,Iris-versicolor
+70,4.942383408474052,3.1194687022484753,1.3216767419363762,0.2,Iris-setosa
+71,5.9371924002360394,2.2,5.001433582178941,1.47579558505069,Iris-virginica
+72,5.008647944192316,3.5231873282956117,1.4005203093821,0.2,Iris-setosa
+73,5.6892370443963065,4.4,1.477152832532442,0.38100855272646783,Iris-setosa
+74,4.898901251118145,3.0102106125500825,1.3903381018463608,0.2,Iris-setosa
+75,7.7,2.755828021172893,6.7,1.994543978491175,Iris-virginica
+76,4.581675459970713,3.3956193654289586,1.3877939679689097,0.298040440208128,Iris-setosa
+77,4.777791065152222,3.4052145851901803,1.6010550144361864,0.2,Iris-setosa
+78,6.302101236683422,2.4932899810258675,4.918587876703065,1.4976492317423056,Iris-versicolor
+79,6.316699077238942,3.4453500363837675,5.62315796776628,2.389941549662573,Iris-virginica
+80,6.026402388186479,2.2000002941553953,5.002946104128046,1.5104965677345272,Iris-virginica
+81,5.687299232291069,4.399999239629957,1.4858442526471465,0.38320035592652746,Iris-setosa
+82,4.991194342060017,3.2014578090079895,1.1999281730523383,0.2,Iris-setosa
+83,5.1757220872137415,2.6366870775260347,4.023458415606607,1.3732713968189287,Iris-versicolor
+84,7.7,2.765770525488986,6.699998669252176,1.985384985764368,Iris-virginica
+85,6.82481490221587,2.995647965266456,5.526343012243134,2.101968400049483,Iris-virginica
+86,5.669130935318372,4.4,1.4899438122631985,0.38200235173618946,Iris-setosa
+87,6.2970949036092385,2.796808914836761,5.102963078185244,1.4981520716870949,Iris-virginica
+88,6.745618781992512,2.9937866769018533,5.5032032264739295,2.1229959080092002,Iris-virginica
+89,7.7,2.7735347659454876,6.7,2.035944085156249,Iris-virginica
+90,5.988362255293189,2.9397411082189335,4.635324504437805,1.3929516021284725,Iris-versicolor
+91,6.327698265104114,2.662916633586184,4.9213208738219025,1.7924746900156237,Iris-virginica
+92,7.699998531657912,2.7958336068848144,6.6999982793725525,1.9922007761999192,Iris-virginica
+93,6.743410789140611,3.3450250454825823,5.680529838919933,2.5,Iris-virginica
+94,4.889010392592591,3.1244982210478143,1.485592080865975,0.1,Iris-setosa
+95,7.7,2.7828149251937164,6.7,1.9968477407823069,Iris-virginica
+96,7.7,2.781335405878206,6.7,2.0358118319569853,Iris-virginica
+97,6.481761375010414,3.0236973644225538,5.508534715958786,1.8025129401589584,Iris-virginica
+98,4.903265809733421,2.400958022236162,3.1828352887997617,1.0094632255075773,Iris-versicolor
+99,7.7,2.8296481045269744,6.7,1.9962722056785758,Iris-virginica
+100,5.804932816149655,2.822233751856075,5.1318326322353816,2.3992601244224514,Iris-virginica
+101,5.991925579460143,3.4239619881198537,4.5262636643595915,1.5999200438962533,Iris-versicolor
+102,6.866137316546484,3.215215974802885,5.6829867315910105,2.312818927661084,Iris-virginica
+103,5.97282636714904,3.4451907937860096,4.479381831040701,1.6111504018124294,Iris-versicolor
+104,7.241670007865115,2.9688513474524285,6.11601283674029,1.950955889490246,Iris-virginica
+105,5.031358998379099,3.4725046491941765,1.3354464791438456,0.2853758467082457,Iris-setosa
+106,7.063472165852414,3.015168027973356,5.779527426121911,2.1267954089850316,Iris-virginica
+107,4.626034326244266,3.4001067787926127,1.4043246276777122,0.30427999365033553,Iris-setosa
+108,6.422508654345815,2.761100710987073,5.470728411202783,1.8696974789292755,Iris-virginica
+109,5.892939521440264,2.9918295558829633,4.155483220493012,1.5125201438221934,Iris-versicolor
+110,5.775592275896551,2.792121799428448,5.1714985064460794,2.414643180676157,Iris-virginica
+111,6.3258633743618855,2.5138076986950524,4.997637703827308,1.9021902783853581,Iris-virginica
+112,5.593199342855902,2.999328126694066,4.101851180398812,1.3193897520798503,Iris-versicolor
+113,5.5932756244471555,2.8327233671373477,4.153447683881781,1.2688902170325143,Iris-versicolor
+114,4.90169938437239,3.497702816749028,1.6336862576930524,0.2,Iris-setosa
+115,5.087924052350144,3.51825971241725,1.3969070022476306,0.3096878320985984,Iris-setosa
+116,5.431645813752522,3.4184263966106103,1.9125301341034597,0.2,Iris-setosa
+117,7.7,2.767157904163877,6.7,1.9462902656424999,Iris-virginica
+118,5.078460031746195,3.5948023187793345,1.4522927949584568,0.35750556916936815,Iris-setosa
+119,6.345667981362759,2.764339952874666,5.09381741500071,1.4893926046289232,Iris-virginica
diff --git a/iris/tab_ddpm/1/13/test.csv b/iris/tab_ddpm/1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/13/train.csv b/iris/tab_ddpm/1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/13/val.csv b/iris/tab_ddpm/1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/14/synth.csv b/iris/tab_ddpm/1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6aa062bac5935b5df8fdc930e127d4930512d8f3
--- /dev/null
+++ b/iris/tab_ddpm/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.503697849690379,2.397023657043138,3.634856755574652,0.9554360176208412,Iris-versicolor
+1,6.385055771940893,2.8746570629724713,4.2703137754751825,1.288620834501876,Iris-versicolor
+2,6.251061457752678,2.5077948052393393,4.872410471618859,1.485398963602714,Iris-versicolor
+3,4.87340454393111,2.3861188406759752,3.087982927615001,0.9980603673217786,Iris-versicolor
+4,4.807805248773694,3.437982406866554,1.2880891865653137,0.30438631084554374,Iris-setosa
+5,4.595986272769064,3.6387923409670204,1.0,0.2,Iris-setosa
+6,7.7,2.7841549230014846,6.7,1.9880794338965178,Iris-virginica
+7,6.326216755021617,2.7817410728530154,5.093424639845634,1.5083019806668752,Iris-virginica
+8,4.97711975142403,3.595845354706428,1.4004729221361119,0.2,Iris-setosa
+9,5.061124651231162,3.5169914816744847,1.3696702335216504,0.30991008195555,Iris-setosa
+10,5.9870881894003025,2.6926761281482627,5.046620833571156,1.57297744548529,Iris-versicolor
+11,6.31505219931419,2.693026102540225,4.909272633620075,1.776793398576623,Iris-virginica
+12,5.680201378945231,2.9941533902508914,4.154341618226354,1.299612552946466,Iris-versicolor
+13,5.243267998502987,3.5778623297078855,1.5059702043265522,0.2,Iris-setosa
+14,5.503800318494123,2.4082454414202417,3.839129913990356,0.9369511007718999,Iris-versicolor
+15,4.584613544274817,3.1958172406314906,1.400305293327078,0.2,Iris-setosa
+16,6.330019295226014,2.915172827999627,5.574362905851848,1.798859912584399,Iris-virginica
+17,5.968718445108295,3.4208032794441054,4.428146256967563,1.597914589738446,Iris-versicolor
+18,6.0099625298979005,3.0096337912406876,4.780337816398507,1.793721050757735,Iris-virginica
+19,7.7,2.7874410357003563,6.7,1.9846228629594276,Iris-virginica
+20,6.695716143524014,3.3144826117180513,5.724127664029983,2.1099604998553816,Iris-virginica
+21,4.876856763468026,2.3818529701550375,3.1569020171318734,0.9743181115807995,Iris-versicolor
+22,6.293103422610404,2.5199601877411815,4.905551949736272,1.499049371706391,Iris-versicolor
+23,6.810973600103469,3.117419266199919,4.402807915993244,1.4020527897008515,Iris-versicolor
+24,5.402426059790026,3.940379457740927,1.8473928701648472,0.4364972136601645,Iris-setosa
+25,6.297804892590611,2.3097111344914927,4.433387832261629,1.2962909694028952,Iris-versicolor
+26,6.442354488375243,3.0624035622035404,5.488396560652407,1.8114307324743149,Iris-virginica
+27,6.016228332790064,2.7228191924565106,5.096529106977831,1.6104487866710973,Iris-versicolor
+28,6.675881870023818,3.2929518428813918,5.801864744318072,2.120636497491893,Iris-virginica
+29,5.983173526267421,2.9731918963133475,4.517627624195653,1.3682784569374298,Iris-versicolor
+30,5.86399572140247,2.9966087550617964,4.240612509502028,1.5012141513981885,Iris-versicolor
+31,6.068180524755659,2.2000003064004887,5.054107773405628,1.5055307956186306,Iris-virginica
+32,7.7,2.7779846934329266,6.7,1.9737990054913304,Iris-virginica
+33,6.541055753234096,2.9751913049059326,5.408044030252856,1.8077176426397121,Iris-virginica
+34,4.965372795455873,3.326508540108522,1.3887710054368259,0.2,Iris-setosa
+35,6.3259674452263015,2.293487951954886,4.367300211463611,1.2965438442794297,Iris-versicolor
+36,6.228667047478155,3.2872514488233855,4.5256403923695165,1.5274211624954004,Iris-versicolor
+37,5.217697106762715,3.8189345511905635,1.4899107436413994,0.5080164896131936,Iris-setosa
+38,6.790694554992718,3.2679765313702647,5.7016171970592735,2.2322545501780464,Iris-virginica
+39,6.274164394051535,2.6696251931289354,4.9369296452845735,1.8408280465781683,Iris-virginica
+40,4.641742811738602,3.6047592072491828,1.0000004851931916,0.2,Iris-setosa
+41,6.681821719377988,3.2972841460704085,5.774136735746913,2.4999993805446428,Iris-virginica
+42,5.60753251795038,4.3999987905256965,1.5333746839024165,0.44948544775162347,Iris-setosa
+43,7.699999070460186,2.738224857195843,6.7,1.9764484006068213,Iris-virginica
+44,5.490656369439214,4.155298791014339,1.4208665860282554,0.2,Iris-setosa
+45,5.490013918044093,2.44688265119529,4.089947760597684,0.9816121435761616,Iris-versicolor
+46,5.573882704756905,2.6478367371296705,4.350762984362059,1.266529001295079,Iris-versicolor
+47,6.408339720091407,2.7275848561131295,5.338934042977006,1.8763973697288991,Iris-virginica
+48,6.298815522466614,2.4953505287285465,5.010541218181605,1.886303442509558,Iris-virginica
+49,6.2838977028247385,2.297283073203618,4.3579745353483945,1.302946004527123,Iris-versicolor
+50,5.631011569602398,4.39999927642781,1.475152663030747,0.40478239871350224,Iris-setosa
+51,4.967526136764422,3.5460061954363704,1.3122658256044595,0.30442812023452337,Iris-setosa
+52,4.591529755450104,3.21387362571212,1.4078605638734756,0.2,Iris-setosa
+53,6.496108660661193,2.9301332043096027,4.301522412402042,1.3248057744377215,Iris-versicolor
+54,4.9976049832436935,3.6866978767803573,1.4015488933819158,0.2,Iris-setosa
+55,5.595083066774163,4.4,1.4978373564571275,0.41485298508304674,Iris-setosa
+56,5.4569256185337895,2.5886348926275384,4.379130711249785,1.080264836159982,Iris-versicolor
+57,5.801951941459888,2.7821103117800123,5.135928761184965,2.4027303795296637,Iris-virginica
+58,5.096828830610666,3.3984285601320408,1.4076761224012786,0.2,Iris-setosa
+59,5.3980408486598925,3.913112696238382,1.8530614229351186,0.4045215644081146,Iris-setosa
+60,7.699998655999703,2.751992703563532,6.699998358655288,1.9590778538824054,Iris-virginica
+61,6.3155977715527465,2.7820231139529685,5.082822730633389,1.5122261537375308,Iris-virginica
+62,6.671480949768611,3.0998545043856187,4.410854839620287,1.3928097736518517,Iris-versicolor
+63,5.424832330923604,2.969358514710481,4.41833769121287,1.5035912734451629,Iris-versicolor
+64,5.907943942127316,3.2235459867651253,4.768472311155848,1.8103003418755417,Iris-versicolor
+65,5.515588446383904,2.6050860185588323,4.308208974013144,1.2130900788093424,Iris-versicolor
+66,6.213054172667054,2.7787206455345332,5.3289619349848305,1.8648806666072233,Iris-virginica
+67,6.676984011486451,3.2079192645625354,5.678638724186028,2.033421852648371,Iris-virginica
+68,5.485744396826221,2.395612219868049,3.826895576285275,1.0854847003580481,Iris-versicolor
+69,5.596483343432343,2.657444809748446,4.2878877642745294,1.2890456942046504,Iris-versicolor
+70,6.677593142107166,3.306080386230245,5.68201493328925,2.1027925973942527,Iris-virginica
+71,5.5062954478343,2.3886714888064793,3.720665368322498,1.048042509177544,Iris-versicolor
+72,4.900509923683748,2.404757463363862,3.2504498809242675,1.0892123536571583,Iris-versicolor
+73,5.622765767155271,4.39999907052966,1.5035550628022878,0.45197799149038104,Iris-setosa
+74,7.149494979225276,3.013240460214947,5.852727274229063,2.1574031455549925,Iris-virginica
+75,5.63448650136163,4.4,1.4556680924309742,0.442866133323224,Iris-setosa
+76,4.870124062775561,3.0566725545442073,1.3963471943709287,0.2,Iris-setosa
+77,4.9906121033439135,3.596915597237921,1.3989879207981417,0.2,Iris-setosa
+78,4.578961759748949,3.20395461696057,1.4027411913029986,0.2,Iris-setosa
+79,7.7,2.751856195302683,6.7,1.983394180191462,Iris-virginica
+80,5.114197304301169,3.8817224013639713,1.5951340705164017,0.2,Iris-setosa
+81,4.581385470702119,3.6042314392281494,1.0,0.2,Iris-setosa
+82,5.023462962553004,3.506167829060127,1.3227372613792552,0.28834465717316693,Iris-setosa
+83,5.909332064820217,2.9943256680960477,5.108735719051887,1.795300676428063,Iris-virginica
+84,5.114424840897664,3.7906111306060875,1.6329208364406462,0.2,Iris-setosa
+85,6.003375295789249,3.4070987891611564,4.4819798462930915,1.6133155799240164,Iris-versicolor
+86,6.262389413808893,2.524284873365348,4.9036099118378464,1.5104178526095162,Iris-versicolor
+87,5.077094609704336,3.6852349021993667,1.396612901536677,0.2,Iris-setosa
+88,4.4,2.8812444748728954,1.409189891301107,0.2,Iris-setosa
+89,5.08318103255242,3.5135843717927937,1.3763215444444201,0.3269471106822418,Iris-setosa
+90,6.322910360127534,2.4897183372590463,4.957030027939745,1.8950131309095588,Iris-virginica
+91,6.258841055902806,3.4186906292502894,5.623552479665953,2.392793003528596,Iris-virginica
+92,5.462001311304039,2.4141935999539412,3.43309633096681,1.0551051558029307,Iris-versicolor
+93,4.577822964391142,3.617303622271517,1.0,0.2,Iris-setosa
+94,5.9263656545568875,3.0129754283588936,4.2308122407513435,1.5108736312955429,Iris-versicolor
+95,5.115705769196356,3.8092258988149377,1.6142932799515264,0.34392281638840194,Iris-setosa
+96,6.339361859415529,2.2917276298573235,4.4178454022905695,1.295760760985252,Iris-versicolor
+97,7.7,2.8153097391503423,6.7,2.017802742400669,Iris-virginica
+98,6.045635267306147,2.6621335403802813,5.072405716692354,1.574049796212915,Iris-versicolor
+99,6.692192926196473,3.286673122137017,5.707073302987378,2.499999502644953,Iris-virginica
+100,4.895385745927899,3.113885191661662,1.5216110711870814,0.1,Iris-setosa
+101,5.112518749708371,3.7940350481241345,1.9722051341640832,0.38990362685199376,Iris-setosa
+102,5.178803049722262,3.4546616780340997,1.4806860099016705,0.2,Iris-setosa
+103,6.004383381684629,3.386975153035687,4.516410997236957,1.5862138565080357,Iris-versicolor
+104,6.622791503976483,3.298236372685527,5.563857810932012,2.5,Iris-virginica
+105,6.735521839881232,2.9921260958794087,5.468909349406798,2.075904748138167,Iris-virginica
+106,4.5980260621203195,3.2020060765810197,1.3691119762196555,0.2,Iris-setosa
+107,5.017856070762358,3.6344287572495246,1.4183796453532342,0.2,Iris-setosa
+108,5.208048091077229,2.6841962064032177,4.0121948307291815,1.3939517624853726,Iris-versicolor
+109,5.972945852528295,3.383881444648729,4.514083929121109,1.6261725878968603,Iris-versicolor
+110,5.649524144845738,2.7769176231639783,4.141843169017466,1.3033990830166153,Iris-versicolor
+111,6.661709010142897,3.2910995756156938,5.883709084541831,2.5,Iris-virginica
+112,6.428947784690708,2.692095739514009,5.27865328687311,1.897216174246926,Iris-virginica
+113,4.983713894372493,3.592097206739845,1.4040052120495192,0.2,Iris-setosa
+114,5.032608223403208,3.6065631425532847,1.4111340553941047,0.2,Iris-setosa
+115,5.175700196365962,2.6957052318321604,4.017829737139243,1.4119315874125633,Iris-versicolor
+116,4.634624139806524,3.409947412966264,1.4062437283914386,0.30465345509788566,Iris-setosa
+117,4.967549521942104,3.6021880632920933,1.3753045375735184,0.2,Iris-setosa
+118,7.7,2.757078401318529,6.7,2.021540365685724,Iris-virginica
+119,6.617861212607425,3.264024920521877,5.56791601020138,2.5,Iris-virginica
diff --git a/iris/tab_ddpm/1/14/test.csv b/iris/tab_ddpm/1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/14/train.csv b/iris/tab_ddpm/1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/14/val.csv b/iris/tab_ddpm/1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/15/synth.csv b/iris/tab_ddpm/1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..631cfcaf95a8b2f7601ab7cac0268eb472f4ac9d
--- /dev/null
+++ b/iris/tab_ddpm/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.617284848278193,2.713895919058615,4.260042195836242,1.3024332748002008,Iris-versicolor
+1,6.324807770450184,2.8343720609872616,4.228084876615471,1.279032792474149,Iris-versicolor
+2,5.09265211188523,3.7585585191339903,1.5892735075409847,0.2,Iris-setosa
+3,4.888327804734286,2.3963295327523744,3.56874410154061,0.9072055496743354,Iris-versicolor
+4,4.851906207730807,3.0848694032316777,1.490191312102013,0.10000009626569452,Iris-setosa
+5,5.547035324870381,2.6614799823954383,4.2804617516109325,1.283413877920903,Iris-versicolor
+6,5.872945496992256,3.000147130794746,4.2494178956587705,1.502936768470098,Iris-versicolor
+7,6.278247071084721,2.461740547265934,4.817909485501666,1.474425956171261,Iris-versicolor
+8,6.87296652535975,3.0062853758670287,5.572412490782229,2.101318435675973,Iris-virginica
+9,7.307307278602873,2.8912269990853,6.322761598250838,1.7969803935781736,Iris-virginica
+10,5.109462678827838,3.7877216038081216,1.6756753476806727,0.45238591044715615,Iris-setosa
+11,7.699998885887807,2.7733447516111633,6.69999851492471,1.9786894110561202,Iris-virginica
+12,5.528487884814659,4.222523038253385,1.3764583828290269,0.2,Iris-setosa
+13,7.699999098556846,2.782898661157595,6.7,1.9683425091643376,Iris-virginica
+14,7.7,2.7573293043866465,6.7,1.9714048213290687,Iris-virginica
+15,4.994715004665645,3.6096047351719114,1.3711863131781499,0.2,Iris-setosa
+16,5.4755468693898175,2.399509679181315,3.5966561493054097,0.9418713476801571,Iris-versicolor
+17,5.6318006988527465,2.7240924529154587,4.153267875534488,1.313649822497388,Iris-versicolor
+18,6.804090382368713,3.284650162617645,5.733424845136328,2.5,Iris-virginica
+19,5.581581130444182,4.225972945504723,1.39171017262384,0.2,Iris-setosa
+20,5.395623019355112,3.91158070182985,1.732923168001421,0.5389751704570406,Iris-setosa
+21,5.993186936972546,2.706494233837569,5.08032190908254,1.5911617800518565,Iris-versicolor
+22,5.5714551217445445,2.4629188057986204,3.8582932723210863,1.1606304824681437,Iris-versicolor
+23,6.692215306856348,2.9932537335948464,4.995466330322053,1.6953587372841499,Iris-versicolor
+24,6.310652478533095,2.628241925796283,4.904891955820077,1.7975319659705384,Iris-virginica
+25,5.521184405659916,2.385409873687432,3.422385737501197,1.1070829248477843,Iris-versicolor
+26,4.770375330442594,3.398706185686487,1.6110940112165777,0.2,Iris-setosa
+27,5.946861561689776,3.3192319611206527,4.653667164817944,1.6890063674211027,Iris-versicolor
+28,6.909185489344118,3.187463229956027,5.691462007569496,2.291051017906284,Iris-virginica
+29,5.838948787445509,3.225510809832144,4.731988656986565,1.839042661244894,Iris-versicolor
+30,5.403268391443181,3.8950385397562957,1.6891730803209921,0.38988452398895224,Iris-setosa
+31,4.77526765732546,3.4113470002721966,1.5757303129642344,0.2,Iris-setosa
+32,5.596924416736914,4.284280613018286,1.360538722960753,0.2,Iris-setosa
+33,5.653527275052537,4.4,1.4787758332149066,0.7426728246122292,Iris-setosa
+34,6.10643547891681,2.583527971686163,5.580685290912947,1.427426839144062,Iris-virginica
+35,4.60012635767948,3.605938630032223,1.0000006027121782,0.2,Iris-setosa
+36,4.9957427366121925,3.591894813401806,1.370148259374681,0.2,Iris-setosa
+37,6.508446189498659,2.999333710872768,5.514198728690432,1.780903901109877,Iris-virginica
+38,4.978474276528043,2.4366295599906596,3.215081612388523,1.2231346924467026,Iris-versicolor
+39,6.500590643139374,2.9917797085358413,5.492921868031607,1.8059142079101682,Iris-virginica
+40,4.990439246890912,3.2920912529179347,1.3663903285137748,0.2,Iris-setosa
+41,4.887721660759171,2.3925722279086026,3.8376679791744266,1.0085616247053966,Iris-versicolor
+42,5.986524565298689,3.3749834934922354,4.561596330462944,1.6097129366660716,Iris-versicolor
+43,5.819956547591675,2.70983728135846,5.0955165248109,1.8982222901302497,Iris-virginica
+44,6.69690877423692,3.3133513119885967,5.822472144394591,2.5,Iris-virginica
+45,7.699998928129439,2.7548991246416485,6.699998419913961,1.9933144884251341,Iris-virginica
+46,6.379683460856502,2.8587594746363414,4.268320188814922,1.2948218293761442,Iris-versicolor
+47,5.791615249778546,2.7979775848090336,5.133983678709413,2.3970092377731564,Iris-virginica
+48,6.3317563707317674,3.2310717347516658,4.495291224775548,1.5127224671600046,Iris-versicolor
+49,5.0185085625496955,2.4517826353095966,3.1659104218741287,0.9837243107449651,Iris-versicolor
+50,6.632001659752162,3.327177715686192,5.691222055992416,2.5,Iris-virginica
+51,4.805973545034753,3.3992913772216093,1.6145383717302348,0.2,Iris-setosa
+52,5.23088038376541,3.4223627045241196,1.4000248252950798,0.2,Iris-setosa
+53,7.699998793909148,2.7952646623106183,6.699998749627477,2.009726099608306,Iris-virginica
+54,5.588879580806311,4.4,1.4590317222542177,0.3978066994438129,Iris-setosa
+55,4.622921311992339,3.640896811700809,1.000000380058996,0.2,Iris-setosa
+56,6.415524678106422,3.2089360654378845,4.483938445211337,1.4923281537965252,Iris-versicolor
+57,5.408041199396657,3.3969023445539053,1.6943998355257102,0.2,Iris-setosa
+58,5.491269568039512,2.412217293690563,3.9235266678014247,1.081451057394494,Iris-versicolor
+59,5.80367674473281,2.79091015865449,5.108150070189603,2.4078222161399934,Iris-virginica
+60,6.290682890426434,2.493507043723749,4.87879008739596,1.4902864529700972,Iris-versicolor
+61,4.595637322704087,3.6130431393369355,1.0000003882528348,0.2,Iris-setosa
+62,5.785727132052769,2.732248065856348,5.124315443986596,1.9008691828412179,Iris-virginica
+63,6.693106522856342,3.289703963285459,5.7061515187341945,2.1228701257981735,Iris-virginica
+64,5.694252673932963,2.4805060487915913,5.013988812989374,2.013034816602839,Iris-virginica
+65,6.289775165117772,2.7549020476776267,5.057272499919279,1.5165172314584028,Iris-virginica
+66,7.7,2.7710891217993683,6.7,1.98420597281482,Iris-virginica
+67,5.866806962713786,2.980844634711411,5.090620261615265,1.794382453696147,Iris-virginica
+68,5.450828184120882,3.3922117759927235,1.834366049274393,0.2,Iris-setosa
+69,6.081036330607186,3.285581510332841,4.563611272071569,1.6031429432211564,Iris-versicolor
+70,6.054580183383155,3.004718271587439,4.424003448871342,1.3851128129337382,Iris-versicolor
+71,6.030735014273221,2.6962952990210862,5.13206835006818,1.6088888185848105,Iris-versicolor
+72,6.7110358765739555,3.3100540389967446,5.752880767020525,2.1210004731761427,Iris-virginica
+73,6.284543637583665,2.4761758199798263,4.830698430378861,1.495273876162475,Iris-versicolor
+74,6.305130869265597,3.399023926250222,5.602765064197078,2.4045864424411945,Iris-virginica
+75,6.741938258187958,3.313973958651686,5.687207259634239,2.5,Iris-virginica
+76,4.602008626137653,3.4293925485348744,1.4002150244034717,0.3182560019955588,Iris-setosa
+77,5.981194199519133,3.422120474232736,4.5068412752672335,1.621706022073779,Iris-versicolor
+78,7.266014156564863,2.900269392981111,6.258361054195124,1.8166266501679162,Iris-virginica
+79,5.632235723862353,4.4,1.4700405646918089,0.5891687993863605,Iris-setosa
+80,5.568513045601118,4.258727529427301,1.3889998128259455,0.2,Iris-setosa
+81,6.339501096874613,2.8399002245424914,5.563957375642149,1.8283700572296553,Iris-virginica
+82,6.467218418379357,2.9859177174556137,5.451397659579265,1.7922062095500935,Iris-virginica
+83,6.309316677347688,2.4775285439937065,4.822052064852857,1.4848689372380663,Iris-versicolor
+84,5.440244617963706,3.002250018009974,4.506926052688948,1.5022579904605275,Iris-versicolor
+85,6.364423515352873,3.39366439268193,5.6905502746925505,2.3763342505630343,Iris-virginica
+86,6.422752366035788,3.0869459858400052,5.48820193199328,1.807901898946617,Iris-virginica
+87,5.612700001537479,4.399999154289645,1.460818447780191,0.3947953834540051,Iris-setosa
+88,6.330569692357039,2.488833783992875,5.00248111087867,1.8955608191145867,Iris-virginica
+89,6.015942667996015,2.7000119638151094,5.09901775549266,1.6192099414893952,Iris-versicolor
+90,5.34585333733264,3.859059040857339,1.671200686204366,0.3895363471481277,Iris-setosa
+91,6.489534443647153,3.0016059474335823,5.484481218849776,1.7834739283373988,Iris-virginica
+92,5.591696275767389,4.222963831638656,1.392090858021346,0.2,Iris-setosa
+93,6.638878870503265,3.3350291199044237,5.596293213221264,2.5,Iris-virginica
+94,4.598269852485285,3.6899082060699078,1.0000006192365556,0.2,Iris-setosa
+95,5.656294967301815,4.39999928939732,1.4917236417619102,0.3926473277873133,Iris-setosa
+96,5.007153250885496,3.5624815471245856,1.3765846742229142,0.2,Iris-setosa
+97,5.498222228170554,2.4094757419531487,3.7915032252050693,1.10700346567875,Iris-versicolor
+98,5.6731690529092536,4.4,1.4844429331035853,0.5088503589393354,Iris-setosa
+99,4.589299143459953,3.160807025196288,1.4091379422600196,0.2,Iris-setosa
+100,6.325800285543426,2.515316795511089,5.004323855589241,1.879471611340776,Iris-virginica
+101,5.6384125346985465,2.7069935474176017,4.192813752035634,1.30472929421604,Iris-versicolor
+102,5.748421445768643,4.3999990688587465,1.4997189125178554,0.38928092163068817,Iris-setosa
+103,5.97643478427038,2.703166552117857,5.062830634800694,1.5815754067721426,Iris-versicolor
+104,5.543727207726597,4.223347692341845,1.40070530650713,0.2,Iris-setosa
+105,6.723399492561605,2.994620599365773,4.997127836655408,1.700635926464156,Iris-versicolor
+106,6.6407330714757125,3.299077594154598,5.685834023280576,2.25799945942806,Iris-virginica
+107,4.577528663945421,3.6809713530373522,1.0,0.2,Iris-setosa
+108,5.2217603750487624,3.54491259907313,1.5127262902434893,0.2,Iris-setosa
+109,6.791081419217811,3.2203237986786157,5.792951562548335,2.309362021763239,Iris-virginica
+110,6.363473919157623,2.8230860880622473,4.225364789583443,1.2670859274035957,Iris-versicolor
+111,5.790538444752047,2.815312893132194,5.101528384615246,2.400792283616533,Iris-virginica
+112,6.278625700186077,2.494167488151964,4.9004327000312164,1.5142052386361053,Iris-versicolor
+113,6.008504450094771,3.4425096975468814,4.516043264452446,1.6308212257671546,Iris-versicolor
+114,5.524616022434722,2.4166468643049193,4.084502340541058,0.9035402768760211,Iris-versicolor
+115,5.503916956337391,2.384534597816047,3.720107124300613,0.928836525435179,Iris-versicolor
+116,7.7,2.722111311294379,6.7,2.0215873627663754,Iris-virginica
+117,6.09490057469967,2.5874323072933327,5.633796573566205,1.3927601503750657,Iris-virginica
+118,5.12028752635833,3.8417200146089745,1.9029530375689485,0.4961637740841504,Iris-setosa
+119,4.9127378735138665,3.1274682376538916,1.4029459250452214,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/15/test.csv b/iris/tab_ddpm/1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/15/train.csv b/iris/tab_ddpm/1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/15/val.csv b/iris/tab_ddpm/1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/16/synth.csv b/iris/tab_ddpm/1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98ea2213af82107b7cd3d22f9ecae49ee19889b7
--- /dev/null
+++ b/iris/tab_ddpm/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8995368135125785,3.013362551494007,1.3862930304485102,0.2,Iris-setosa
+1,5.436092284693928,2.9996855927632704,4.459134026838637,1.512373221668145,Iris-versicolor
+2,6.814318922494127,3.0053603067185435,5.505992249531693,2.116308266001613,Iris-virginica
+3,6.418124702235446,3.2133081283699174,4.450063037559382,1.49045105648737,Iris-versicolor
+4,7.7,2.7206378461029286,6.7,1.9782193562026666,Iris-virginica
+5,6.292251766009548,2.7782708161368332,5.099926486285082,1.4955855707004069,Iris-virginica
+6,6.666428163629448,3.111011546152027,4.415722455338654,1.402642368822379,Iris-versicolor
+7,4.810315864224538,3.3782334763634223,1.5699312591911205,0.2,Iris-setosa
+8,5.01998315272461,3.5152197086960353,1.326925424409521,0.3278586094281447,Iris-setosa
+9,5.2308537442411405,3.5473445640198302,1.491326854285092,0.2,Iris-setosa
+10,4.986708574310373,2.438828116509541,3.0734433527215312,0.9667123230363239,Iris-versicolor
+11,6.303098409036879,2.6756058332808252,4.902967100205173,1.7837125865057222,Iris-virginica
+12,5.981390653911237,2.2000003154693477,4.974089057372666,1.4935984935292141,Iris-virginica
+13,5.430617036635524,2.9958858949526666,4.455468331258586,1.493391114880036,Iris-versicolor
+14,4.915644955912384,2.396975922595877,3.282804206171833,0.9432039713884031,Iris-versicolor
+15,5.085900663703911,3.368224430807037,1.4082536075982939,0.2,Iris-setosa
+16,5.559382633399915,2.993188788055972,4.093062014295346,1.286784408252122,Iris-versicolor
+17,6.627294058475422,3.283506937864977,5.677060750844251,2.499999261848253,Iris-virginica
+18,5.577885123864828,2.6880655110041687,4.240959206572964,1.2996555235584366,Iris-versicolor
+19,4.4,3.176823613949826,1.2997156166143746,0.2,Iris-setosa
+20,5.501573462690691,2.3980428086219465,3.389380500091529,1.0680019616065177,Iris-versicolor
+21,4.920553139074666,2.4102382944526397,3.503799406242166,0.9500348679679965,Iris-versicolor
+22,5.1537396967202485,3.807868859041912,1.675133161197201,0.4484038632603122,Iris-setosa
+23,6.308171633009757,2.548198750062237,5.037471489771637,1.8867995916332791,Iris-virginica
+24,5.341178541237398,3.8115641269742566,1.4891809852310847,0.2,Iris-setosa
+25,5.848110679307859,2.9923919460808426,4.1499871939764,1.4828882560820043,Iris-versicolor
+26,4.4,3.208745101556245,1.2891799231262282,0.2,Iris-setosa
+27,6.64579218391216,3.030428309561134,4.368753428223142,1.3963827051190563,Iris-versicolor
+28,5.760471351934442,4.3999992046130805,1.4868704170062108,0.3664632946914129,Iris-setosa
+29,5.874059403654553,2.972038329984877,5.107218568191942,1.8134320290507127,Iris-virginica
+30,5.811525690107816,2.7078982636737092,5.097285750313444,1.9077765483003568,Iris-virginica
+31,5.081590355487278,3.802998675577282,1.612759970034726,0.2,Iris-setosa
+32,4.4,2.9170087566572014,1.3902310963214248,0.2,Iris-setosa
+33,6.634802786433379,3.3020172514402604,5.682429898752726,2.5,Iris-virginica
+34,6.410500717815893,2.995383236495723,5.497853738201084,1.7846614050686411,Iris-virginica
+35,5.468447143999944,2.603569381780692,4.36028431725756,1.206088553276469,Iris-versicolor
+36,7.7,2.7301523936613528,6.7,1.954384005551039,Iris-virginica
+37,4.583162194600915,3.6407498415220028,1.0000003664164485,0.2,Iris-setosa
+38,4.807120885602689,3.1283454866974605,1.483141063015105,0.10000010176824145,Iris-setosa
+39,5.123492972436968,2.4751789831654474,3.633209972875978,1.1945148802811565,Iris-versicolor
+40,5.094561308347886,2.478210796923775,3.1932885529477595,1.0733735198289414,Iris-versicolor
+41,5.8941652348922045,2.982804913828149,4.187052974593102,1.495874759165084,Iris-versicolor
+42,6.742523429806404,3.313653712640771,5.6082311062101295,2.5,Iris-virginica
+43,5.813646515395829,2.7780723356751436,5.128275238832067,2.344485735720079,Iris-virginica
+44,7.7,2.698611769982808,6.7,2.0483221263951856,Iris-virginica
+45,5.962447309777617,3.3855008953567918,4.577943322644412,1.6602209192156205,Iris-versicolor
+46,7.7,2.778113962889103,6.7,1.9580400889700806,Iris-virginica
+47,5.09742901736922,3.769234989597778,1.6945019141074698,0.3938826147705445,Iris-setosa
+48,5.497245916024756,2.397613659992713,3.925599576864256,1.049930720356849,Iris-versicolor
+49,5.183543883483873,3.72560537229359,1.659707147181944,0.4306704012368473,Iris-setosa
+50,6.2780425893878204,2.8820038581748766,5.588384494719242,1.7905517171822682,Iris-virginica
+51,5.989856354262609,2.200000333673338,4.996326260647425,1.479988068833062,Iris-virginica
+52,4.806044061181849,3.3931106757694076,1.5847246066236547,0.2,Iris-setosa
+53,5.781799549833655,2.6197729165107893,5.053443824371911,1.9327896280437484,Iris-virginica
+54,4.996746184692962,3.612769485726599,1.4016613985325457,0.2,Iris-setosa
+55,6.7207086992809835,2.992410066487461,5.014587200020152,1.7167514705011515,Iris-versicolor
+56,5.16565861454323,3.4432120932433965,1.4749074438778667,0.2,Iris-setosa
+57,5.966989364795702,3.4423758832654276,4.544794100329949,1.5914626707576547,Iris-versicolor
+58,6.000008587223393,2.2,5.001270095097607,1.4919784402265972,Iris-virginica
+59,5.86042242667366,2.98086439550336,5.098445374985547,1.8041047039487534,Iris-virginica
+60,6.707826008510632,3.280372190346841,5.7582346843682455,2.5,Iris-virginica
+61,5.459989111271294,2.4058950558177847,3.68000272129144,0.9891487633725202,Iris-versicolor
+62,7.7,2.7728827136150653,6.699998725038923,1.9894756140870866,Iris-virginica
+63,5.755108923207271,2.6189826434903547,5.067702600583819,1.9191134778241778,Iris-virginica
+64,6.371604420488399,2.6631283352868707,5.254867044269508,1.9063088299465245,Iris-virginica
+65,4.585513181217921,3.599331873443005,1.0000004620692475,0.2,Iris-setosa
+66,5.000859068352857,3.5995892815593904,1.401201803370984,0.2,Iris-setosa
+67,6.271531546094253,3.2494830436876536,4.50841502565065,1.4982498944885974,Iris-versicolor
+68,6.324409380407146,2.6916767119274896,4.831979270938607,1.7716955166381343,Iris-virginica
+69,6.660167712934739,3.311215202810764,5.719676280497556,2.4999993498825566,Iris-virginica
+70,5.060636608456099,3.40112529238394,1.4985755181676894,0.2,Iris-setosa
+71,6.207267531198262,3.4317237150883613,5.67628574905971,2.4041623693988874,Iris-virginica
+72,5.091997452970075,3.792851724389644,1.6204765078417551,0.2,Iris-setosa
+73,5.478526307404351,2.401521092034062,3.5822342256815833,1.0961634553983841,Iris-versicolor
+74,5.485041474574851,2.3982666357414484,3.8038680120069888,1.0546241093150361,Iris-versicolor
+75,5.16766992866402,3.509232998776755,1.5258461084489143,0.2,Iris-setosa
+76,5.897591232514205,2.8107103753839118,5.139103125165479,2.401038564170931,Iris-virginica
+77,5.601231292627117,4.160653453033983,1.4013302862883386,0.2,Iris-setosa
+78,7.7,2.790691444339587,6.7,1.9868404476016128,Iris-virginica
+79,5.78626119041212,2.6865525035117614,5.074551573078647,1.8742011589441032,Iris-virginica
+80,4.887294271662667,2.4021244353182993,3.174758921585397,0.9832927648587733,Iris-versicolor
+81,6.619686791127899,3.094568680515514,4.413092966680438,1.4242341908797875,Iris-versicolor
+82,7.7,2.79326022236444,6.699998965459965,1.999835699776969,Iris-virginica
+83,5.03474601470962,3.3414119970015475,1.4053782382849915,0.2,Iris-setosa
+84,5.7119031654454995,4.4,1.4769310567176803,0.535500297173279,Iris-setosa
+85,6.019572157935545,2.97929330553214,4.518673729575358,1.3715039315198407,Iris-versicolor
+86,5.092952390936241,3.80565291378629,1.600266877368418,0.2,Iris-setosa
+87,5.412933909016521,3.9054331966358586,1.668725226746573,0.3875733567344184,Iris-setosa
+88,5.886394170128593,2.996531719697357,5.116419431047848,1.8155252485341933,Iris-virginica
+89,4.621240945686919,3.584439093811276,1.0000005010476014,0.2,Iris-setosa
+90,6.424005458792256,3.199044617568946,4.46974269753387,1.4757990860267118,Iris-versicolor
+91,4.579404873510945,3.2010283714185452,1.383594639560488,0.2,Iris-setosa
+92,5.600807679858316,4.4,1.490771425159855,0.3756493189063036,Iris-setosa
+93,5.563859011845519,2.993003575449603,4.1487444390987855,1.2970885883369991,Iris-versicolor
+94,6.940149500900967,3.185983744700635,5.736730417386634,2.3012123086781164,Iris-virginica
+95,5.972148985605055,3.447628142408313,4.558446273433677,1.6492004847275479,Iris-versicolor
+96,6.332470479492091,2.8849666013452837,5.578124515337838,1.800856593390487,Iris-virginica
+97,5.613104045932156,2.7123277663782037,4.1950532827653415,1.3107442351023433,Iris-versicolor
+98,5.022458296855818,3.297370622358609,1.4017772086961098,0.2,Iris-setosa
+99,5.0656163293558265,3.3879784461755897,1.4568474979810182,0.2,Iris-setosa
+100,5.797396904097864,2.6651531849881804,5.086193562143913,1.90715651316423,Iris-virginica
+101,5.102821844493959,3.392235295503373,1.4815427395485925,0.2,Iris-setosa
+102,4.916583731239732,3.0706683172529425,1.3885498742695581,0.2,Iris-setosa
+103,5.358181402161208,3.4067672586250715,1.6849189062742318,0.2,Iris-setosa
+104,5.397876109481791,3.4854762470628495,1.6057003028648331,0.2,Iris-setosa
+105,6.691437482470152,3.0046488632620934,4.970560982194366,1.6877925771214368,Iris-versicolor
+106,5.510994479960399,2.6367360365013024,4.3721077672416495,1.172563000008642,Iris-versicolor
+107,5.6207504015515966,2.999152452053847,4.434290568209768,1.478012905004077,Iris-versicolor
+108,6.598878894146197,2.9975026086753593,4.37156764947969,1.390076763446108,Iris-versicolor
+109,4.400000538863809,3.1750174521295316,1.3129308743176356,0.2,Iris-setosa
+110,6.286751813507162,2.8718174076177503,5.594421102037056,1.8127520083004525,Iris-virginica
+111,5.334321856509431,2.9637518736400956,4.428936070947627,1.4840244771586482,Iris-versicolor
+112,5.773525871779715,2.690644724234529,5.0981513408506185,1.8998602959546487,Iris-virginica
+113,7.69999888245236,2.8035368017595603,6.7,2.01257280994056,Iris-virginica
+114,4.7803681033893035,3.397681460437795,1.6088461266987597,0.2,Iris-setosa
+115,5.3363613394721305,3.8460117482990297,1.6861063409290564,0.4073731093984641,Iris-setosa
+116,4.795089683968664,3.407196049180342,1.6119480499620344,0.2,Iris-setosa
+117,6.948084125102256,3.1906072332180178,5.742615452160941,2.2825491825532023,Iris-virginica
+118,5.281365773074433,2.9556964569964066,4.338633913063494,1.4838068116485512,Iris-versicolor
+119,6.464143343271156,3.1916816396625616,4.48084411671809,1.4923703384148124,Iris-versicolor
diff --git a/iris/tab_ddpm/1/16/test.csv b/iris/tab_ddpm/1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/16/train.csv b/iris/tab_ddpm/1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/16/val.csv b/iris/tab_ddpm/1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/17/synth.csv b/iris/tab_ddpm/1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19d372de5b7cbc3724399691d3bc7e2c4e4addf0
--- /dev/null
+++ b/iris/tab_ddpm/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.078658797040978,2.496591170241883,3.230088364289219,1.1074810199937537,Iris-versicolor
+1,6.35127766705806,3.1960311198601006,4.554000441002215,1.4886117442674507,Iris-versicolor
+2,5.394059604012646,3.8998567908613455,1.6842721360327781,0.3881284953369865,Iris-setosa
+3,5.257304457843611,3.5683452402214457,1.4958399499963526,0.2,Iris-setosa
+4,6.425543981925254,3.0871003520862383,5.510535731802995,1.817985485243297,Iris-virginica
+5,4.590133750835964,3.6014874207810097,1.000000795779963,0.2,Iris-setosa
+6,5.156130945778543,2.49031347713434,3.1775553262750362,1.0657986444858176,Iris-versicolor
+7,6.286900448598689,2.77759314794798,5.408198710531191,1.8824410141694194,Iris-virginica
+8,5.094905756644719,3.7694151110592005,1.671859904476914,0.4068153373611667,Iris-setosa
+9,7.7,2.759897637529124,6.7,1.9734991215370017,Iris-virginica
+10,6.103563671421279,2.5955709024590696,5.58347254697045,1.4044830033846583,Iris-virginica
+11,6.2980266757742145,2.8772115594996843,5.621178577649234,1.8077493878173114,Iris-virginica
+12,6.388345225267841,3.213373115067595,4.528353470249945,1.4893872295861086,Iris-versicolor
+13,6.425858609119065,3.0717766298725517,5.4837000368895445,1.7749232379759596,Iris-virginica
+14,6.47320053455147,3.015898660538987,5.495831193609129,1.8023255355125263,Iris-virginica
+15,5.001425432214369,3.3670796417498856,1.425386840251885,0.2,Iris-setosa
+16,6.2847209094845145,2.6642270207109426,4.92630464026864,1.8163673233226385,Iris-virginica
+17,5.747309089172143,2.785044912611176,5.098059835140993,2.411319137440106,Iris-virginica
+18,5.6670682723429655,4.4,1.4952695614425855,0.491612716617121,Iris-setosa
+19,5.228724733264364,2.7300821774879824,4.026904848141547,1.412454830113616,Iris-versicolor
+20,6.011753035216024,3.001269250695968,4.772323825588494,1.8019361350652023,Iris-virginica
+21,6.70262147111771,3.312945850621814,5.703619841728733,2.5,Iris-virginica
+22,5.096932088592686,3.758373500236404,1.6245251207077016,0.45379920574218974,Iris-setosa
+23,4.5838270493672555,3.6560602398985806,1.000000409704126,0.2,Iris-setosa
+24,5.64894280927675,4.399998838971543,1.4871267432876372,0.4132672583208185,Iris-setosa
+25,5.792060861228563,2.8134214024197814,5.115686168119615,2.3859307569990746,Iris-virginica
+26,5.607127573515173,4.399999098040664,1.494842646122639,0.49568844104458165,Iris-setosa
+27,5.299676078367904,3.6247554845608754,1.515931589767192,0.2,Iris-setosa
+28,5.973671882879687,3.4166516139052727,4.45556653163034,1.5511309375701712,Iris-versicolor
+29,6.409997879392892,2.8620517795008205,4.330641326938336,1.3057289846888855,Iris-versicolor
+30,5.413554416414765,3.9275466761818687,1.6945604405428822,0.3902236881604718,Iris-setosa
+31,5.851007289529725,3.2040657209351258,4.832694108257216,1.7990834578432184,Iris-versicolor
+32,5.2522898847034805,3.5599655269327424,1.5092401949168446,0.2,Iris-setosa
+33,5.896885002792307,2.9987042174467335,4.207617181534789,1.5012764462104338,Iris-versicolor
+34,5.016306674117613,3.595543725453231,1.4047294261888092,0.2,Iris-setosa
+35,5.447620432872105,2.9940388904871265,4.516620162332546,1.4973597244071475,Iris-versicolor
+36,5.563803217851589,4.23444091756551,1.3609440057414472,0.2,Iris-setosa
+37,6.694022496942849,3.1147668276898948,4.366107237014857,1.4076571505171491,Iris-versicolor
+38,5.690783156629575,4.39999892882406,1.4661487606171903,0.36240119943147403,Iris-setosa
+39,5.927598873474735,2.992435004769693,4.6168981344807705,1.4694948541490525,Iris-versicolor
+40,7.7,2.7702770132437275,6.7,1.998986762610374,Iris-virginica
+41,5.110690159682072,3.3056744460836383,1.7626196503610663,0.37444167413991664,Iris-setosa
+42,7.7,2.7490584911490723,6.7,2.04254207584665,Iris-virginica
+43,5.274452452431159,3.730152578264245,1.4965165384499501,0.2,Iris-setosa
+44,5.648642896293341,4.4,1.480583775752842,0.5143546684597606,Iris-setosa
+45,7.7,2.7581197479718256,6.7,1.9679444531839934,Iris-virginica
+46,4.941056941764794,3.562485436365778,1.5471153915180826,0.2,Iris-setosa
+47,5.167109037817318,3.556838220720496,1.5125584711013091,0.2,Iris-setosa
+48,5.25113447134043,3.6479652001196143,1.5103987950650013,0.2,Iris-setosa
+49,5.666118247580604,4.4,1.488745680579019,0.43439409969708653,Iris-setosa
+50,6.402898701578379,3.1869736048014143,4.451573524908128,1.494614774097882,Iris-versicolor
+51,5.958745910653638,2.2,4.988167481449379,1.5000327287468107,Iris-virginica
+52,4.944965834530814,2.426561742016158,3.2259478604132994,1.0499195650624897,Iris-versicolor
+53,5.5262317869421524,2.4017619639014063,3.420853756642516,0.8118661806505518,Iris-versicolor
+54,5.669956871625308,4.4,1.5045668018306744,0.39678978642243,Iris-setosa
+55,5.782255225071708,2.9832871341489566,4.272622881726217,1.4660962344257285,Iris-versicolor
+56,5.021541710793737,3.592326346610891,1.396362970406288,0.2,Iris-setosa
+57,4.59908176249812,3.595378021905024,1.0000004293756677,0.2,Iris-setosa
+58,5.4456742124456055,2.9820470280473375,4.439600570425136,1.4646905244100952,Iris-versicolor
+59,5.113556369576925,3.327277665557019,1.6792782676182019,0.4971475841878714,Iris-setosa
+60,6.440206664431625,3.205133389410801,4.4818391459255835,1.5117600852550424,Iris-versicolor
+61,6.391670700709309,2.888679997898626,4.26065731973824,1.2940838235825824,Iris-versicolor
+62,4.5849631878573724,3.6869567324203127,1.0,0.2,Iris-setosa
+63,6.542486154651856,2.9850811881171553,4.412099725076789,1.3937460160225037,Iris-versicolor
+64,5.091901736756469,3.323150087705589,1.6982479200651022,0.6489474545291802,Iris-setosa
+65,5.392812121440376,3.4102369301134603,1.6685344499167214,0.2,Iris-setosa
+66,6.242710665809308,2.3018654184339082,4.300745264443832,1.2963500465003175,Iris-versicolor
+67,4.6046340990379155,3.666646184248697,1.0000005148421844,0.2,Iris-setosa
+68,6.801383808901757,3.2431956257594012,5.624904198148477,2.271838839051423,Iris-virginica
+69,5.002379642038505,3.525658523343075,1.3189393710728048,0.32629813992484213,Iris-setosa
+70,6.278886065574831,2.7218467923718173,4.913693982670829,1.7940271713983797,Iris-virginica
+71,5.585113501313378,4.2313864125724105,1.3756831357519523,0.2,Iris-setosa
+72,6.65349698268284,3.2719348039781386,5.773931194646006,2.1160135507754094,Iris-virginica
+73,5.8263554311117325,3.1682649142294053,4.726338942663599,1.7172023198591444,Iris-versicolor
+74,6.313599323725543,2.2934701593071516,4.406821504065823,1.2935801455161118,Iris-versicolor
+75,5.50977768727724,2.4099706096402773,3.7496387709850367,0.8733172949594861,Iris-versicolor
+76,5.100470793280602,3.3307268870295594,1.405538538248878,0.2,Iris-setosa
+77,5.016350461616274,3.1864261504760094,1.2157361993392628,0.2,Iris-setosa
+78,6.0829126819991295,2.593774676445768,5.575118846735019,1.375228444786123,Iris-virginica
+79,5.4735695644984474,2.974590772516872,4.394797337394642,1.486198558054448,Iris-versicolor
+80,7.7,2.783957783169609,6.699998663409783,1.9777655213927416,Iris-virginica
+81,5.365130492820212,2.986035134633309,4.467459763691181,1.4981370868108665,Iris-versicolor
+82,5.711369215448325,2.4814258918703187,4.983655722654148,1.9916068363443762,Iris-virginica
+83,5.404182905717729,3.931186206294825,1.315576654932559,0.3798977005138782,Iris-setosa
+84,5.100103282516396,3.3948537560113627,1.49100003716799,0.2,Iris-setosa
+85,6.053360897349856,2.576523314486242,5.600027659125319,1.4268985544322816,Iris-virginica
+86,5.371397016847974,2.968120563485458,4.4152139499048175,1.499882204389184,Iris-versicolor
+87,5.988922972589695,2.717173035038779,5.092163645795098,1.6194661917610278,Iris-versicolor
+88,6.691557097095052,3.2690318763431874,5.793451198895813,2.499999503903833,Iris-virginica
+89,7.7,2.763002265047055,6.7,2.0084053097387886,Iris-virginica
+90,4.597141087202202,3.211630640099078,1.4073362345011955,0.2,Iris-setosa
+91,5.645614348644076,4.3999992317998,1.4893397111041815,0.3969970419161436,Iris-setosa
+92,5.5783777114430775,2.9878371486165456,4.111616391116242,1.2999895240705985,Iris-versicolor
+93,7.699999096827816,2.7448981191143855,6.699998545667902,1.985689874998624,Iris-virginica
+94,5.36303299405069,3.4259773442271975,1.6690863818527097,0.2,Iris-setosa
+95,5.102119397747239,3.836070355684836,1.5754305817658247,0.2,Iris-setosa
+96,6.35565416010295,2.759261952975207,5.07636527876154,1.5141259814718853,Iris-virginica
+97,6.352566784305965,2.8473636618185307,4.281053585234092,1.2742184839628024,Iris-versicolor
+98,4.4,2.851110802263351,1.4076196183354828,0.2,Iris-setosa
+99,5.7419665265723445,2.498837804357948,5.013683003640802,2.0056745728563317,Iris-virginica
+100,6.63872913610244,3.3542646592081473,5.803635863484787,2.5,Iris-virginica
+101,7.7,2.764045563716258,6.7,1.9756243429489677,Iris-virginica
+102,5.681549720710948,4.399998321894199,1.4756711931823132,0.46502357199369954,Iris-setosa
+103,7.354798518886594,2.8905515200314373,6.331689497556982,1.8093507000802886,Iris-virginica
+104,6.871865343023661,3.0553920959537844,5.582697311707061,2.182354459850597,Iris-virginica
+105,6.634783528970177,3.3025878741612438,5.570603054217196,2.499999378190983,Iris-virginica
+106,5.414018786451859,2.980983915757063,4.504281749395295,1.5133057220280501,Iris-versicolor
+107,7.7,2.7891308438501468,6.6999985474977235,2.0249924142700957,Iris-virginica
+108,5.440376238363915,2.989275667360759,4.514623971791648,1.4933232395664835,Iris-versicolor
+109,4.910814442088828,2.382239595726969,3.36644566262422,1.076931095782602,Iris-versicolor
+110,5.683558452748773,2.476197088604761,5.003539767794012,2.007608862945408,Iris-virginica
+111,4.587257624460887,3.406457409795933,1.4006946092093224,0.277256076016826,Iris-setosa
+112,6.678949903179888,3.3047838777028344,5.7296710328415665,2.138826059858734,Iris-virginica
+113,5.383982575789427,2.9936208736452583,4.465856876224268,1.5036234578101213,Iris-versicolor
+114,5.659996889069577,4.4,1.4974688163903935,0.4567102903751424,Iris-setosa
+115,5.1377348194503,3.693877392447063,1.516637792173552,0.39036082612952805,Iris-setosa
+116,5.787448818292008,2.69827715365368,5.089040115006896,1.8881818514017272,Iris-virginica
+117,5.043542547450349,3.661133645658746,1.423062319526352,0.2,Iris-setosa
+118,7.7,2.760670344952916,6.7,2.0220704411873203,Iris-virginica
+119,5.988613420414746,3.3507294468825735,4.55631680425843,1.6067107116332773,Iris-versicolor
diff --git a/iris/tab_ddpm/1/17/test.csv b/iris/tab_ddpm/1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/17/train.csv b/iris/tab_ddpm/1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/17/val.csv b/iris/tab_ddpm/1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/18/synth.csv b/iris/tab_ddpm/1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f5ff7045cbb2fa6ffdb57a2223d45ab6afb13ea
--- /dev/null
+++ b/iris/tab_ddpm/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7374429679414467,6.699998819288085,1.9969486675445765,Iris-virginica
+1,4.836239056323684,3.3981128349399614,1.5922195027154578,0.2,Iris-setosa
+2,5.2104487687688765,2.7169610968232,4.05127770651386,1.4001295844201256,Iris-versicolor
+3,6.770323075163881,3.0981825088958135,4.382203611085431,1.3752082298959827,Iris-versicolor
+4,4.5937646934531875,3.2114586409521935,1.3949599865241344,0.2,Iris-setosa
+5,5.184110508422302,3.3792287306647184,1.3729849999456372,0.2,Iris-setosa
+6,5.563177772510431,4.254745756809715,1.3749468306263724,0.2,Iris-setosa
+7,5.5395268698266875,4.1950897949069725,1.4068004300225647,0.2,Iris-setosa
+8,5.00892729226427,3.597454380289605,1.4020858321390712,0.2,Iris-setosa
+9,7.7,2.7712270232953173,6.7,1.990905792934965,Iris-virginica
+10,7.00128582103909,3.2152204786049197,5.702104223707624,2.3172786601270876,Iris-virginica
+11,5.548081668411573,4.19889367768347,1.4000831697501963,0.2,Iris-setosa
+12,7.699998543281817,2.7618199800562593,6.699998110114992,1.9895641726201814,Iris-virginica
+13,5.528670443952966,2.9992583257397114,4.116415044453627,1.30311235678624,Iris-versicolor
+14,5.49439853554529,2.3848576418937593,3.5832727960957076,1.0601109621269187,Iris-versicolor
+15,6.309579191183254,2.9001591255555903,5.587951772868784,1.8224211490052633,Iris-virginica
+16,7.308561700655528,2.9119460138233793,6.312809339702021,1.7884626215662913,Iris-virginica
+17,6.368449227249051,2.8851681262407363,4.224370068127851,1.3045787674602596,Iris-versicolor
+18,6.687377622662074,3.318729967908872,5.66598679486183,2.5,Iris-virginica
+19,6.9095406254997975,2.993043517414024,5.499180919575312,2.1491627333608254,Iris-virginica
+20,5.725822600652773,2.4840727547769625,4.993886358381434,1.9933231001002538,Iris-virginica
+21,6.358008324581629,3.406416820443129,5.6358420054764435,2.3766659883809584,Iris-virginica
+22,6.6749433333441806,3.286107804213954,5.651828960126913,2.4999993235009415,Iris-virginica
+23,5.457615046311146,3.960240186728312,1.2911638094918036,0.3872786374602275,Iris-setosa
+24,4.994439535936191,3.229346342248396,1.2263675718292655,0.2,Iris-setosa
+25,6.437304775772914,2.90208140081303,4.254886327001535,1.3093724680321548,Iris-versicolor
+26,5.635299195209193,4.399999015309378,1.471562936021992,0.3960151179731002,Iris-setosa
+27,5.162931160261052,3.788340985292405,1.5708831279655144,0.2,Iris-setosa
+28,6.765103107184191,3.1616487391823567,5.634556331844484,2.243377404421684,Iris-virginica
+29,6.014410353276662,2.200000506012039,5.0329900938753855,1.5114103772318868,Iris-virginica
+30,6.027131061790248,2.20000035707269,4.981427138010931,1.4910362555536332,Iris-virginica
+31,7.7,2.794285935976548,6.7,2.0220936201801316,Iris-virginica
+32,5.116712398256594,3.8001269191228304,1.869657073693156,0.39840135070124205,Iris-setosa
+33,6.3242611740258186,2.505198064945787,4.910848752376132,1.5083790648592668,Iris-versicolor
+34,5.8171869780135745,3.001960572235744,4.212372112599474,1.4658810826682847,Iris-versicolor
+35,5.14980145690993,2.5158919924172505,3.944372215263299,1.0937356888175742,Iris-versicolor
+36,6.697211828444279,3.3144467076931465,5.600077312148939,2.5,Iris-virginica
+37,6.609065404407481,3.1462676123358335,4.471468751029704,1.4417900735790017,Iris-versicolor
+38,4.777564199590374,3.4041808647015257,1.6058272527595747,0.2,Iris-setosa
+39,5.355804003489332,2.9786259863127063,4.434379390896592,1.490594149028534,Iris-versicolor
+40,4.806917827863997,3.398150312182894,1.6227449934557265,0.2,Iris-setosa
+41,7.7,2.763925970117299,6.7,2.0052927824418756,Iris-virginica
+42,7.7,2.750425117343524,6.7,1.9774556558256966,Iris-virginica
+43,5.090295628527212,3.3867622177841175,1.410233541386403,0.2,Iris-setosa
+44,6.472068819617181,3.0266820607234575,5.487472401324876,1.8008107644742972,Iris-virginica
+45,5.104101172623125,3.7902984885654174,1.8368078907240448,0.3899605482629993,Iris-setosa
+46,5.569898161485098,2.9734725336911065,4.111669317570419,1.2791110024394174,Iris-versicolor
+47,4.985859436155608,3.1876494510373523,1.2055168080985847,0.2,Iris-setosa
+48,4.900643548757416,3.2801867882362625,1.4169121774163018,0.2,Iris-setosa
+49,6.618676966837077,3.036051477484015,4.390235863815186,1.4072857497883908,Iris-versicolor
+50,5.533693357486253,2.4049404669606362,3.8638043115865486,0.964259536588307,Iris-versicolor
+51,5.043861880403252,3.3644161615888457,1.4980888455199262,0.2,Iris-setosa
+52,5.121156143676074,3.8163488351541615,2.2882401334520712,0.41630835429412444,Iris-setosa
+53,4.603660347847365,3.602058881436585,1.0,0.2,Iris-setosa
+54,5.473016462789624,2.4099707893804854,3.755983301614827,1.0727710899832898,Iris-versicolor
+55,5.1807318874048445,2.7183911397068856,3.9356331278796386,1.4134154218978767,Iris-versicolor
+56,6.524360946813079,2.9442801869618513,4.343378433231314,1.3586645293915074,Iris-versicolor
+57,6.376662157178138,2.854573683798291,4.253794269790106,1.291650747188139,Iris-versicolor
+58,4.598546640551672,3.6601930673105127,1.0,0.2,Iris-setosa
+59,5.087913472353584,3.8638660410174186,1.6151284615040429,0.2,Iris-setosa
+60,6.703557487106604,3.1025128236575794,4.410023105895763,1.3982947396166154,Iris-versicolor
+61,5.962828677478975,2.9866958449123575,4.420952376090938,1.388865214694168,Iris-versicolor
+62,5.779460993936427,4.4,1.4939022635068087,0.38713748485135,Iris-setosa
+63,7.699908534877013,2.7838817719786855,6.699860155370327,1.948097002806793,Iris-virginica
+64,5.108028383928455,3.4002601910774954,1.5021478455253463,0.2,Iris-setosa
+65,4.497345870571201,2.291854285794334,1.325685362217616,0.30872182878025267,Iris-setosa
+66,4.4,2.8957857077391305,1.3921661147706414,0.2,Iris-setosa
+67,6.507465110168109,2.9319056755889017,4.3676888575702115,1.3710873499303986,Iris-versicolor
+68,6.694323437653339,3.2677983490825326,5.711244107868094,2.5,Iris-virginica
+69,5.416953085918285,3.943646566457804,1.2992046873445746,0.4041357114855573,Iris-setosa
+70,6.42944771390582,2.72544137641257,5.346512659851613,1.8955345096265876,Iris-virginica
+71,6.688385880911376,2.9883129907756794,4.996661683187986,1.7030994797774812,Iris-versicolor
+72,6.072551009543684,2.5898781337439543,5.603946047495165,1.3714958517713405,Iris-virginica
+73,6.439082039148044,2.902294561403427,4.307195791637573,1.3173797064139432,Iris-versicolor
+74,6.660492330941895,3.3435829473476755,5.665267216109859,2.5,Iris-virginica
+75,7.7,2.7918078592095257,6.7,1.9767485011387993,Iris-virginica
+76,7.7,2.7717858001157487,6.699998974318986,1.9906503599084273,Iris-virginica
+77,7.311816594743642,2.9001988221586927,6.286819907601719,1.810532840141434,Iris-virginica
+78,5.018361424634011,3.479216991402831,1.309211809825856,0.2902095112404009,Iris-setosa
+79,7.699998449828131,2.746250932531634,6.699997859298239,1.9638606827027327,Iris-virginica
+80,6.290995800380618,2.2942279628678888,4.413764328401802,1.2754667870732683,Iris-versicolor
+81,4.609006876751691,3.6023475435733556,1.0,0.2,Iris-setosa
+82,5.97726387105028,3.0003593815829084,4.830573911456913,1.8038519299503457,Iris-virginica
+83,5.714971270130584,2.55856666219183,5.085039816838121,1.9833236344739034,Iris-virginica
+84,4.915751910334296,2.4075087639177415,3.385068276084103,1.0172218633485983,Iris-versicolor
+85,4.717522469930951,3.3968994681356928,1.5961510389328792,0.2,Iris-setosa
+86,4.619682382341182,3.7027062157312525,1.0,0.2,Iris-setosa
+87,5.870904519580432,2.9931051765055816,5.086002734501292,1.8201722188559633,Iris-virginica
+88,6.482220334442653,3.0342127721739027,5.528288899440267,1.8032213193651827,Iris-virginica
+89,4.838319254726359,3.0916914588510047,1.507222535571669,0.10000009219897872,Iris-setosa
+90,5.49096942072611,2.6044768328771424,4.351409139175434,1.2608622795328852,Iris-versicolor
+91,5.1888255169716055,3.4024659513696136,1.402857036988789,0.2,Iris-setosa
+92,5.314582976120335,3.651595558518527,1.497503206013722,0.2,Iris-setosa
+93,4.795320052800397,3.402830232879749,1.5916447848698299,0.2,Iris-setosa
+94,5.649762540156273,4.3999992094892395,1.4864402692866783,0.4365381682743378,Iris-setosa
+95,4.997505954524892,2.4395553974993875,3.30945162445728,1.0017780158757035,Iris-versicolor
+96,6.344260961039256,2.846421438456927,4.2460688433136795,1.2693886589287933,Iris-versicolor
+97,4.5054645336805255,2.3024801295643242,1.3084788904122218,0.28035233599789405,Iris-setosa
+98,5.336856857300428,2.7964005825677334,4.089218594906722,1.3448916848077033,Iris-versicolor
+99,4.477984791527318,2.288285846930635,1.2976335435073063,0.26276001532942284,Iris-setosa
+100,4.801851882022863,3.4154915587065373,1.582879575014,0.2,Iris-setosa
+101,4.99190014068547,2.453944222439479,3.048442856022344,1.0476708346061732,Iris-versicolor
+102,5.743694206308229,2.7711653125576654,5.090466568893232,2.389331622903642,Iris-virginica
+103,7.7,2.784018960429039,6.7,2.0180629366128,Iris-virginica
+104,6.64117784237289,3.3068137065944363,5.676405536035997,2.5,Iris-virginica
+105,5.488159253507253,2.6050996658652306,4.392495045608678,1.1977975654910638,Iris-versicolor
+106,5.538425116761673,4.246733534858502,1.3728125397695636,0.2,Iris-setosa
+107,6.326669580974155,2.6548651449601968,5.0543853682174085,1.8847082643574813,Iris-virginica
+108,5.421399695134022,3.950331166913551,1.343855865095156,0.4259509978420502,Iris-setosa
+109,6.946851866520215,3.196468821058903,5.746614120005969,2.319247957115947,Iris-virginica
+110,5.664398618917123,4.4,1.4845169394270263,0.39364588527383126,Iris-setosa
+111,5.7997887761111695,2.681636477210613,5.097257433910068,1.898849828438746,Iris-virginica
+112,5.207475957455551,3.4111535786205214,1.5161071945450075,0.2,Iris-setosa
+113,7.6999987914078245,2.822392237614482,6.6999980898366145,1.9921319058808105,Iris-virginica
+114,7.236734241003796,2.8805336130302526,6.208632792645688,1.791536998466682,Iris-virginica
+115,6.6924343322473065,3.3246262511374858,5.687054638327609,2.5,Iris-virginica
+116,5.5596521782971315,2.619208810233909,4.422220891556099,1.2612573807334948,Iris-versicolor
+117,4.592618068103511,3.3821790280238555,1.4068511379773794,0.3049697313047791,Iris-setosa
+118,5.774898860320762,2.671361477120654,5.113514370571573,1.9102450507668438,Iris-virginica
+119,4.999959147553644,3.5782716454386314,1.3953019599278211,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/18/test.csv b/iris/tab_ddpm/1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/18/train.csv b/iris/tab_ddpm/1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/18/val.csv b/iris/tab_ddpm/1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/19/synth.csv b/iris/tab_ddpm/1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..845438eb17defa8c90a2f887ca98053132f23ba3
--- /dev/null
+++ b/iris/tab_ddpm/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7850056472475178,6.699998979619531,1.9789592016978967,Iris-virginica
+1,5.428447535782283,3.9553219131686412,1.2681613970939107,0.4067396728191369,Iris-setosa
+2,7.7,2.730341812216608,6.7,1.971229743348942,Iris-virginica
+3,6.672103921034302,3.300755398980524,5.724716018689797,2.5,Iris-virginica
+4,6.596950744520955,3.3282429050085622,5.682743579548189,2.5,Iris-virginica
+5,6.285451953154242,2.7840486221270533,5.092751159220861,1.5150461163211821,Iris-virginica
+6,5.074273785518459,3.3767889819337658,1.462463993178773,0.2,Iris-setosa
+7,6.291569654942963,2.8907459481818805,5.578158475276247,1.808703350036628,Iris-virginica
+8,6.546150025401615,2.976058700474492,4.409986276490429,1.3891262761654395,Iris-versicolor
+9,6.411872678347315,2.6677004590865487,5.306204788486239,1.905233404688141,Iris-virginica
+10,4.889949878009008,3.0915717078993032,1.5266320280503534,0.1,Iris-setosa
+11,6.003105738262245,3.413893780327326,4.469799412169737,1.6281903144653778,Iris-versicolor
+12,4.8248230363279045,3.3969586517689327,1.5808943574459036,0.2,Iris-setosa
+13,6.058776556454109,2.690865945673516,5.092016748538782,1.5786378039091733,Iris-versicolor
+14,7.7,2.7745789062109734,6.7,2.018739346001975,Iris-virginica
+15,5.374171089513749,3.8933890682644874,1.3125200652789393,0.3797963814120454,Iris-setosa
+16,6.122665457381699,3.00152893101337,4.590074429505224,1.4006865931665737,Iris-versicolor
+17,5.63156914901543,2.495023330690649,4.992453210037591,2.004106615879906,Iris-virginica
+18,6.481736754685884,2.9251369549380324,4.335733711076493,1.3441487126980902,Iris-versicolor
+19,7.699999099601143,2.7523490570481575,6.699998538339798,1.977866196029054,Iris-virginica
+20,5.761623341707844,2.693771121853958,5.098684358081179,1.9012849846733573,Iris-virginica
+21,6.083740908685994,2.580112807652899,5.596304648866639,1.3999212588458871,Iris-virginica
+22,5.699009572222615,4.399998916834989,1.50549741476312,0.39884941043313005,Iris-setosa
+23,4.830318867276771,3.4066891056507886,1.5912157835796676,0.2,Iris-setosa
+24,7.7,2.7832777797293335,6.7,1.9652394261006625,Iris-virginica
+25,6.687613307492378,3.3233000662424077,5.577858676048895,2.5,Iris-virginica
+26,5.780318917692005,2.789863169469388,5.092093734625019,2.387468576166042,Iris-virginica
+27,4.606671427149847,3.60937970805145,1.0000005480472849,0.2,Iris-setosa
+28,5.568965104346864,2.6298112811791987,4.363692161749302,1.262211386468255,Iris-versicolor
+29,6.6841739836276,3.333946403460899,5.723596101203339,2.5,Iris-virginica
+30,6.41707352992544,3.1573589720787614,5.504425212104215,1.8872409457341925,Iris-virginica
+31,7.699998421673938,2.782924903901105,6.69999844409902,1.968920301137138,Iris-virginica
+32,5.991854772246986,2.2000003183139265,4.982033034203185,1.4896861631278422,Iris-virginica
+33,5.0071245124109485,3.5985428875837577,1.3796491506267805,0.2,Iris-setosa
+34,7.7,2.79156550373271,6.7,1.993837084421589,Iris-virginica
+35,4.999057464917991,2.4505518342509713,3.104718124193066,1.0555913629593592,Iris-versicolor
+36,6.8769361592249405,3.1775623592714024,5.666123917345751,2.29397263328851,Iris-virginica
+37,5.331913097409301,3.8136947956620824,1.3010125420929006,0.36977283073783773,Iris-setosa
+38,5.832469564266318,2.7200412134825687,5.1481577019127,1.9009602285727123,Iris-virginica
+39,5.531472580038363,4.163312913855598,1.4011387673191018,0.2,Iris-setosa
+40,5.359471883786346,2.92164173856496,4.395382567661297,1.4761079733063014,Iris-versicolor
+41,7.7,2.772197498272007,6.7,1.988963103376105,Iris-virginica
+42,5.051345997144874,3.4982154288728475,1.35138435453622,0.2909149671662426,Iris-setosa
+43,5.451006183631245,3.9731044579355346,1.307148155198167,0.39448855706634245,Iris-setosa
+44,5.805220581040668,3.0018127676524,4.3637853706313,1.503379459370542,Iris-versicolor
+45,5.181578701558606,3.509179435231333,1.5061222421835714,0.2,Iris-setosa
+46,5.106953148930859,3.3093805802801235,1.949099284776466,0.45495114593798613,Iris-setosa
+47,5.225262446201006,3.4232862370246773,1.4052316184124862,0.2,Iris-setosa
+48,4.612186349026588,3.4030916240568967,1.4062493544373666,0.3051729732702212,Iris-setosa
+49,5.21652453952975,3.403415080728976,1.3822398331365071,0.2,Iris-setosa
+50,7.7,2.784088456074639,6.699998848960184,2.1181192377022793,Iris-virginica
+51,7.7,2.7077790736839944,6.7,1.978199802274519,Iris-virginica
+52,5.707134217288622,4.399998951184062,1.496140193905534,0.4979788441898847,Iris-setosa
+53,5.44997934406234,2.9926587641667006,4.450150767081294,1.4892073743653078,Iris-versicolor
+54,6.710565710587756,2.9822141909622233,5.004835968889942,1.6909234574415444,Iris-versicolor
+55,6.324215420593887,2.509418801186231,5.00037691589631,1.884689182502693,Iris-virginica
+56,4.593076534475796,3.405061917970929,1.38204136601942,0.3004061440906815,Iris-setosa
+57,5.727169839862251,2.9740524937725525,4.427613205303235,1.475224173010191,Iris-versicolor
+58,5.535147557711906,2.6172009404207386,4.3804592841601115,1.2687188228767985,Iris-versicolor
+59,4.760794227098395,3.3788899438564037,1.6158783153311913,0.2,Iris-setosa
+60,6.368108041516957,2.8509719407269523,4.273965950583807,1.2848615616020835,Iris-versicolor
+61,7.7,2.759148291882494,6.7,2.0527683023438255,Iris-virginica
+62,5.999830468679013,3.4226610089375935,4.525516194458642,1.6152416950635484,Iris-versicolor
+63,5.07389364902136,3.499729726634784,1.3872758363391817,0.29515632920577906,Iris-setosa
+64,6.405137980874943,2.6914788183823077,5.284497829631011,1.9064101062913206,Iris-virginica
+65,7.7,2.6892019311637645,6.7,2.0152851429981533,Iris-virginica
+66,4.4,3.153011297716426,1.3073270678108835,0.2,Iris-setosa
+67,5.04929829820771,3.48638618449943,1.360250886496213,0.30067130764426714,Iris-setosa
+68,5.946538351652329,3.173868509901765,4.7495233455448185,1.7534685804694015,Iris-versicolor
+69,6.067116215143612,2.989284867511042,4.605347106646309,1.4008619116954784,Iris-versicolor
+70,6.326385929797183,2.648004290288168,4.88853715349569,1.814888440203445,Iris-virginica
+71,6.275269460178022,2.4634098126610127,5.000113387115632,1.911835508205669,Iris-virginica
+72,5.619598810505819,4.4,1.4893767481933629,0.4049649077817501,Iris-setosa
+73,7.7,2.794720655006683,6.7,1.9907041166471553,Iris-virginica
+74,6.4103615196040735,2.665477524078296,5.215015563460795,1.8992732859779329,Iris-virginica
+75,4.867563356853598,2.3900039221665534,3.1760280840621182,0.944268736505224,Iris-versicolor
+76,6.364880637374661,3.2156929062237465,4.520492136473234,1.506509881491804,Iris-versicolor
+77,6.290376289022003,2.821606310921058,5.563395162257409,1.7136581206416244,Iris-virginica
+78,5.547281860822537,2.998808411859495,4.099337650586761,1.315345324210995,Iris-versicolor
+79,5.583378047272445,2.984986164530381,4.095336153028445,1.290625745859708,Iris-versicolor
+80,5.79594275015816,2.7866301382089183,5.092926042016631,2.3985112170709204,Iris-virginica
+81,6.116394580306206,3.0172567717839778,4.601241111067252,1.418613042936593,Iris-versicolor
+82,5.071298225117633,3.390487609962717,1.5185389145329957,0.2,Iris-setosa
+83,5.153833281865734,2.6543904089383017,3.637618391174134,1.3642071371287199,Iris-versicolor
+84,5.647135052144147,2.9816486130146647,4.323519072183286,1.3954125343738577,Iris-versicolor
+85,4.6090977035054115,3.6073098357023787,1.0000004575699526,0.2,Iris-setosa
+86,5.406753497521799,3.9098526840118155,1.6864648404316327,0.39217584280179674,Iris-setosa
+87,5.419134706915961,3.0025701245719785,4.49413580259961,1.4972377613320773,Iris-versicolor
+88,5.084418981527211,3.787498377288502,1.6075386593076075,0.5994977994722113,Iris-setosa
+89,5.527423906846357,2.395242202962729,3.8495887939408293,1.0486303739980842,Iris-versicolor
+90,6.670736136465206,3.313979519229294,5.673049982402192,2.5,Iris-virginica
+91,5.125297277129718,3.6895291010222864,1.5519542566855729,0.2,Iris-setosa
+92,5.4669961223723895,2.996504934193501,4.511557541264327,1.4898811600928177,Iris-versicolor
+93,5.555869785684524,2.615855153679646,4.3114411030342445,1.2577419483086831,Iris-versicolor
+94,6.715849161040406,3.3267191542556116,5.635862178909261,2.5,Iris-virginica
+95,6.389665694698409,3.2136507106658256,4.463180923682748,1.4889847078412035,Iris-versicolor
+96,5.737974887385179,2.6985131820799726,5.100538667361533,1.8976230279841242,Iris-virginica
+97,4.981586605082505,3.1988992460011265,1.2066386672761356,0.2,Iris-setosa
+98,5.498845269253244,2.398091773576151,3.6293016551054413,1.0631749128791856,Iris-versicolor
+99,4.865081160098167,3.0940546404133147,1.5083281118584155,0.1,Iris-setosa
+100,5.002316524972066,3.5962827251554716,1.3668753515682055,0.2,Iris-setosa
+101,5.399148253753712,2.977606723639416,4.47318454928478,1.502900599618759,Iris-versicolor
+102,5.49188587670014,4.206153411981558,1.43731898503746,0.2,Iris-setosa
+103,6.667121382913492,3.3044436147478353,5.674943556422867,2.499999255348674,Iris-virginica
+104,5.762281417507911,4.4,1.490959979398539,0.5356501428696493,Iris-setosa
+105,5.96477880311999,3.4254649712048475,4.414580648074971,1.6037265569737804,Iris-versicolor
+106,5.154141383286165,3.806295471431349,1.5639542108084803,0.45522563980946174,Iris-setosa
+107,6.674447945775722,3.343662272313257,5.767820758877216,2.5,Iris-virginica
+108,6.706848773331402,3.298303096060664,5.759572818760807,2.5,Iris-virginica
+109,5.471950552689852,2.400477006134634,3.5857571199712526,0.9348211838396696,Iris-versicolor
+110,4.632014253309542,3.411848601965308,1.3814944287662208,0.3102346142792996,Iris-setosa
+111,4.584588537612432,3.5923915619964193,1.0000004323680969,0.2,Iris-setosa
+112,6.812543756341705,3.0062163812783953,5.530415103900844,2.103670882998418,Iris-virginica
+113,5.054685147152261,3.330039927395101,1.415063324423606,0.2,Iris-setosa
+114,5.319271081147009,3.816270629271399,1.4964368687816032,0.2,Iris-setosa
+115,6.397198847428053,2.8614848241728583,5.5332435854389,1.8315383257769307,Iris-virginica
+116,5.5394037635000295,2.9857568288484333,4.471853320505052,1.4998435060777375,Iris-versicolor
+117,6.310716246855526,2.8829389763415225,5.586223951870305,1.8051375567877084,Iris-virginica
+118,4.654043531694423,3.4067911246080276,1.4259289731687024,0.26258722434020637,Iris-setosa
+119,4.980240891209187,3.2895775432660144,1.3945361376518486,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/19/test.csv b/iris/tab_ddpm/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/19/train.csv b/iris/tab_ddpm/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/19/val.csv b/iris/tab_ddpm/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/2/synth.csv b/iris/tab_ddpm/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59b1a0ecb7a505e5bc60bb4d095f9b5a190256d
--- /dev/null
+++ b/iris/tab_ddpm/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.986533820174846,2.2000003478644774,4.983057605619777,1.5057896685892467,Iris-virginica
+1,5.66064018315928,4.4,1.4849122074212073,0.5102007197648868,Iris-setosa
+2,6.350199556179905,2.7817790336918833,5.099257208056031,1.4936627696087783,Iris-virginica
+3,6.758780103852199,2.9827365025008032,4.980210245328917,1.6682714971808448,Iris-versicolor
+4,6.65834673106366,3.306335861409781,5.78550001856737,2.5,Iris-virginica
+5,6.417719118061767,3.221259193970016,4.511481474041309,1.5005704592072677,Iris-versicolor
+6,5.017997989588799,3.3272711849954875,1.4181176626405276,0.2,Iris-setosa
+7,5.1048493877974925,3.590260439674678,1.5331347194915552,0.2,Iris-setosa
+8,6.68177150453916,3.28695268063158,5.623321782003555,2.4999995194634246,Iris-virginica
+9,5.518400017715404,3.002570923127697,4.439987566795253,1.494492496603313,Iris-versicolor
+10,5.765248301980226,4.399998771061357,1.4993681813707138,0.5384075909137749,Iris-setosa
+11,6.7754415668262595,3.314351035988901,5.731879965485544,2.4999994012002893,Iris-virginica
+12,5.61920004626267,3.0084819209639626,4.0913877147830995,1.315077329408211,Iris-versicolor
+13,6.309675342337644,2.7799191482132697,5.08542171524878,1.5040359789250188,Iris-virginica
+14,5.684238355716098,2.5083511260084372,5.0023160865719,1.9995328414428264,Iris-virginica
+15,5.662115038144817,4.4,1.487202754156387,0.4836314340127573,Iris-setosa
+16,6.165665970821704,2.6435672033075295,5.440091563038959,1.443322596468794,Iris-virginica
+17,5.587317883300818,4.214900096702752,1.3841895158647348,0.2,Iris-setosa
+18,6.76222062448961,3.3277090954460515,5.7105579331212954,2.5,Iris-virginica
+19,5.0957614665679305,3.7294440928263333,1.5152639003345922,0.4201634231838807,Iris-setosa
+20,7.7,2.7771459330131556,6.7,1.9968196191338237,Iris-virginica
+21,6.292890031696606,2.7876306473623096,5.075861074164966,1.5104834937529794,Iris-virginica
+22,5.993349704410355,2.2,4.993944838920035,1.5180066947014728,Iris-virginica
+23,5.7874026951548325,2.7804895512062657,5.096879733287834,2.403614979255744,Iris-virginica
+24,5.553368102114048,2.675320391992753,4.245646098993295,1.2881506807007703,Iris-versicolor
+25,5.103726926817541,3.871124469888925,2.108933350548032,0.38423465815452323,Iris-setosa
+26,6.697639929079594,3.2989615947933046,5.676395864624493,2.5,Iris-virginica
+27,5.195988861325509,3.5456103850980134,1.5360710349779396,0.2,Iris-setosa
+28,5.099073074289187,3.774388091170735,1.6899441291753399,0.37208971477122504,Iris-setosa
+29,5.423786338533858,2.9949824655567014,4.473778935861986,1.4960248413170534,Iris-versicolor
+30,4.400000471290604,3.189045595398732,1.3072563640640822,0.2,Iris-setosa
+31,5.575494958467042,4.399999218372484,1.466613889957111,0.4599218203839559,Iris-setosa
+32,5.526951873833848,2.391936428044967,3.96461360057872,0.95748109312326,Iris-versicolor
+33,4.57792887858055,3.6396088936804154,1.000000471763093,0.2,Iris-setosa
+34,7.7,2.7355515987423322,6.7,1.9816356309852912,Iris-virginica
+35,4.400000918460314,3.2556006628727507,1.3045365944961862,0.2,Iris-setosa
+36,4.599373045626036,3.196048094660167,1.4010612412718089,0.2,Iris-setosa
+37,6.002423631863245,2.998652445786274,4.811511570204004,1.805336215061418,Iris-virginica
+38,6.458905274981262,3.2077139841382327,4.508252973398441,1.4790318714373867,Iris-versicolor
+39,5.404565251512957,3.899283653104512,1.6698648920609964,0.3825186428225543,Iris-setosa
+40,5.4626974312852115,2.991947096243416,4.358852813640361,1.4424285764154174,Iris-versicolor
+41,5.420816834279403,3.9926923716684555,1.3237199674885471,0.3745780041744513,Iris-setosa
+42,7.047205732986731,2.992467742751559,5.823456420550294,2.070951228729049,Iris-virginica
+43,6.381701850464217,3.2035721531634906,4.501610004924288,1.490649241945321,Iris-versicolor
+44,5.574182639509798,2.9899741376373177,4.085714820247195,1.3055090471481543,Iris-versicolor
+45,4.9429515616949855,2.4190673613796574,3.4320059571985553,1.108618372755981,Iris-versicolor
+46,6.018598267670076,2.661380799115939,5.086555614421499,1.587448581274971,Iris-versicolor
+47,6.001376105456493,3.4133085804433674,4.532429431481152,1.6799466297830377,Iris-versicolor
+48,6.844909608695265,3.1836849042257547,5.731831445931391,2.2654092751851738,Iris-virginica
+49,4.594697512008699,3.5971357037366447,1.00000058554881,0.2,Iris-setosa
+50,5.870547785098843,2.9827704579981096,4.128988589964204,1.4858527203669274,Iris-versicolor
+51,5.6771878370668345,4.399999154736223,1.4696298087857218,0.3683219746421872,Iris-setosa
+52,4.8172486524938245,3.4515003197768404,1.6001475724317509,0.2,Iris-setosa
+53,5.62447023439014,2.712839808179783,4.2331478957041195,1.3069760004125592,Iris-versicolor
+54,5.1193215760639,3.32513581912418,1.6883466906348377,0.39868052788122177,Iris-setosa
+55,5.8334587661028,2.7935299878192317,5.147950856443005,2.3925415363662204,Iris-virginica
+56,5.446395190863488,3.393919473907469,1.6932329579544543,0.2,Iris-setosa
+57,5.492730827507415,2.597721049574411,4.410382228501447,1.2574841661605871,Iris-versicolor
+58,5.182943190308628,2.688094600269933,3.864452998921088,1.3998245526098747,Iris-versicolor
+59,6.449048765503895,3.376600009406758,5.6666964607566115,2.386346329234782,Iris-virginica
+60,6.658017908233928,3.2973417500577225,5.75001001133785,2.5,Iris-virginica
+61,5.821463792783176,3.0012322208333306,4.356130236032673,1.5027942263920706,Iris-versicolor
+62,6.04050053029438,3.2366046623229936,4.681561995427326,1.6821066022833437,Iris-versicolor
+63,6.022904188792781,2.718831965796068,5.100766382286865,1.6045508773566695,Iris-versicolor
+64,5.285226926773531,3.677364490972222,1.529832293270748,0.2,Iris-setosa
+65,4.4,2.9064940590159694,1.4043826996512812,0.2,Iris-setosa
+66,5.072923558578712,3.7322249148743154,1.6390902501752798,0.3756303578883875,Iris-setosa
+67,5.361006847034616,2.9868380808569928,4.480109259561078,1.5096206959318454,Iris-versicolor
+68,5.905476429615939,3.213246599708037,4.834328463951682,1.795653650131496,Iris-versicolor
+69,6.86936927829281,3.2163578659244685,5.6618664949438555,2.3176984437766537,Iris-virginica
+70,5.696569029284691,4.399998807063767,1.4852743697288384,0.375893624108945,Iris-setosa
+71,5.981913223564649,3.4156124760930426,4.454819311922395,1.636490077784435,Iris-versicolor
+72,5.735490864735619,2.485537689836205,4.99730596053977,1.9954612489647892,Iris-virginica
+73,5.002243411922818,3.258796945105689,1.2560630995780484,0.2,Iris-setosa
+74,7.7,2.782640049087772,6.699998823398108,2.0093657579833253,Iris-virginica
+75,5.77740395531725,2.6694507129104275,5.1033984727289825,1.9068514053679713,Iris-virginica
+76,5.107238344142214,2.522857211642826,3.2531771484657215,1.2481878477107289,Iris-versicolor
+77,5.604507748839551,2.9912144803549405,4.062648872794083,1.3072266132336787,Iris-versicolor
+78,5.102395009724417,3.7905357727763103,1.5794178099538112,0.2,Iris-setosa
+79,5.784367443949867,2.597004605556491,5.0495993502525796,1.9428483563413153,Iris-virginica
+80,4.59031383384212,3.4110437495886483,1.3879760857281827,0.286518583829524,Iris-setosa
+81,5.373833644850684,3.878450312955804,1.6954710236458,0.39401830173599,Iris-setosa
+82,4.7879767078693,3.406099955372743,1.5892096118697905,0.2,Iris-setosa
+83,5.5039536513124085,2.3954407872580212,3.662924647080624,1.1266727582865221,Iris-versicolor
+84,5.010435466216451,3.492924761611718,1.2806427900072253,0.2951600270502238,Iris-setosa
+85,5.882371841414232,2.9800544167567304,5.096139565074466,1.811903128643409,Iris-virginica
+86,5.492481041255516,2.9917745421118283,4.127357455915542,1.3142619215953233,Iris-versicolor
+87,5.220174792892389,2.7266851462492014,4.069391217236622,1.4166356223739958,Iris-versicolor
+88,6.32922893080674,2.299367636581249,4.3945912915980925,1.2964636572580839,Iris-versicolor
+89,6.64836946450968,3.2862980265308184,5.588744067802598,2.4999995305703075,Iris-virginica
+90,5.567636421537961,2.725953758631989,4.1809312951010895,1.3007986443536073,Iris-versicolor
+91,4.906461894082744,2.3920708303258995,3.545954460812041,1.0116592049031972,Iris-versicolor
+92,5.698329949198797,4.399998976500498,1.473931147435297,0.44446489165364444,Iris-setosa
+93,5.474222446636699,2.598123851624855,4.39086225299159,1.1309065783685393,Iris-versicolor
+94,6.436127109466833,2.886249778164529,4.249499756116672,1.2975019071037681,Iris-versicolor
+95,6.029666927202021,2.6929327963927294,5.076107592330764,1.594529980001039,Iris-versicolor
+96,6.625555780039898,3.071973469803094,4.395719886441444,1.414836782050865,Iris-versicolor
+97,6.070060791896453,2.591680528739105,5.5940043906308015,1.3803670989954513,Iris-virginica
+98,4.593101720165801,3.607478323548717,1.000000406438545,0.2,Iris-setosa
+99,5.130043891329095,2.486528343624469,3.32250964267764,1.1227857760589663,Iris-versicolor
+100,5.11393091064525,3.5490572699582663,1.4275976993070443,0.3199722769352168,Iris-setosa
+101,4.603715407616786,3.647217283562016,1.0000006044849152,0.2,Iris-setosa
+102,5.395834616739685,2.9931154740668338,4.471361965107698,1.4979204660099072,Iris-versicolor
+103,6.725478417191961,3.1082952670494577,4.406930317259524,1.396458659387601,Iris-versicolor
+104,6.299533290646102,2.8620045354687003,4.260567368344112,1.293688401767365,Iris-versicolor
+105,7.699998413438057,2.8350497000256536,6.6999983875637845,1.9837622228761842,Iris-virginica
+106,4.400000459445166,2.9108454200279605,1.4046196763165975,0.2,Iris-setosa
+107,5.581158276916071,4.4,1.4789114566266177,0.4209090808527742,Iris-setosa
+108,6.311744097635608,2.802483427006662,4.177995177662901,1.2949333661507882,Iris-versicolor
+109,5.2562913727293905,3.5871485991972185,1.4991100462345957,0.2,Iris-setosa
+110,5.41355895612189,3.9235401907682843,1.6061039295343682,0.38335244194578694,Iris-setosa
+111,7.7,2.7884630653654194,6.7,1.9927697475954622,Iris-virginica
+112,5.743905413364864,2.998286636895324,4.388290238588299,1.4970016335446237,Iris-versicolor
+113,4.786050166275997,3.393239718355662,1.5994441659413752,0.2,Iris-setosa
+114,5.002534862741074,3.311946609946398,1.3877826625907863,0.2,Iris-setosa
+115,4.4,2.828634595299828,1.406213059956861,0.2,Iris-setosa
+116,5.01425637670467,3.213870635127618,1.2006250000075984,0.2,Iris-setosa
+117,6.326104952624339,2.5216976673137967,4.967227885553595,1.8700636181378238,Iris-virginica
+118,6.286873061959317,2.786851451458827,5.082359325993813,1.4993174799257156,Iris-virginica
+119,5.326254195545708,3.679453640435509,1.4976448471793735,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/2/test.csv b/iris/tab_ddpm/1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/2/train.csv b/iris/tab_ddpm/1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/2/val.csv b/iris/tab_ddpm/1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/20/synth.csv b/iris/tab_ddpm/1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b702d571e7431d61583d38edd0723f84c7c0b1a1
--- /dev/null
+++ b/iris/tab_ddpm/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.904856519081821,3.2164670004181923,4.7891195799224215,1.8277361325958326,Iris-versicolor
+1,5.403811484581892,2.9692151567129605,4.442495057296667,1.4932166269933653,Iris-versicolor
+2,5.949463802620209,2.200000423555261,5.034541263626675,1.4870588891054748,Iris-virginica
+3,6.3510682679112085,2.9001213229538285,5.5436314857996,1.819687154206511,Iris-virginica
+4,5.2219205542029075,2.714199092919784,4.036253491282245,1.402631520759183,Iris-versicolor
+5,7.7,2.789438670963857,6.7,2.02883739078034,Iris-virginica
+6,5.588637489727509,2.9973138681548996,4.123228156867708,1.31795862276329,Iris-versicolor
+7,6.6559277585220675,3.3175878853694867,5.708645073542427,2.5,Iris-virginica
+8,5.588235994576634,3.005218455283381,4.097508893150398,1.3043894647280738,Iris-versicolor
+9,5.116210788823862,3.8151444522098608,1.8195354722989916,0.46749786880070404,Iris-setosa
+10,7.7,2.764174866488733,6.699998721154337,2.014893822202844,Iris-virginica
+11,7.7,2.805844947313476,6.7,1.960015056991775,Iris-virginica
+12,6.282438343062973,2.3090418657807787,4.372861823756087,1.3129808874583477,Iris-versicolor
+13,5.508009773453279,2.9972510109866173,4.43405926818822,1.5110727161106958,Iris-versicolor
+14,6.661741814154296,3.332749183768791,5.749951108070518,2.5,Iris-virginica
+15,4.7992103009523275,3.40019747406015,1.5820880880742914,0.2,Iris-setosa
+16,7.7,2.756140406733098,6.7,1.994563108478676,Iris-virginica
+17,5.38199153532628,3.002198514812605,4.487181651414019,1.5053012450981995,Iris-versicolor
+18,7.7,2.7909788735356678,6.7,1.9714636436235098,Iris-virginica
+19,6.272782518632298,3.389829051875123,5.6404617632598,2.4014186839867353,Iris-virginica
+20,5.6276650162928314,2.717711577499015,4.209265591907694,1.3058016844820017,Iris-versicolor
+21,5.419898957952553,3.9589189696319362,1.304505942476839,0.4494673430317867,Iris-setosa
+22,5.80984500819316,4.399999080931765,1.4848871051876644,0.3631633542301295,Iris-setosa
+23,4.891736549834119,3.0920660076670337,1.4845093668429836,0.1,Iris-setosa
+24,4.908993481980747,2.423581013025741,3.46584541354619,0.9990848898189119,Iris-versicolor
+25,6.299722888377852,2.5139880226777374,4.864702047059417,1.493902130732779,Iris-versicolor
+26,6.295823786044198,2.602283688582434,4.974134962783814,1.8828842484535895,Iris-virginica
+27,5.185175589818154,3.5182511184446548,1.4976128927149328,0.2,Iris-setosa
+28,5.202292881722395,3.3998803328156595,1.4012291532318941,0.2,Iris-setosa
+29,5.873899543379483,2.9827213760895583,5.097348010328883,1.80193290769492,Iris-virginica
+30,5.941745923933868,3.2254925219672095,4.682569167567235,1.7213223675603115,Iris-versicolor
+31,6.001201791001623,3.007130949044209,4.778851784502245,1.7862629041299676,Iris-virginica
+32,6.2995244681551075,2.294452188798121,4.391871445593296,1.3016953883330824,Iris-versicolor
+33,7.6999981122121275,2.8049539747909904,6.699997670087029,1.972348111820493,Iris-virginica
+34,7.7,2.7210040672530114,6.7,2.0088452672033643,Iris-virginica
+35,5.608063162627156,4.4,1.4853351649188713,0.5330983729439729,Iris-setosa
+36,5.634327009745446,4.399999213555128,1.46807774844031,0.3906608236923026,Iris-setosa
+37,7.699999081252807,2.746227623281761,6.699998549167099,1.9951292101067062,Iris-virginica
+38,7.7,2.751806112824462,6.699998336582386,1.954063378347543,Iris-virginica
+39,6.324927655785705,3.3846076434674837,5.585568679844792,2.401890883831543,Iris-virginica
+40,6.657508791033663,3.3072046689244106,5.7782900906355925,2.5,Iris-virginica
+41,5.520147347634908,2.4030090814697362,3.715378568259341,1.0238412751278814,Iris-versicolor
+42,6.086143718523883,2.981774667605735,4.528637599759813,1.3762601166310795,Iris-versicolor
+43,6.238418385489731,3.2110685296882524,4.415125156548598,1.478746617463382,Iris-versicolor
+44,5.389258685966907,3.4000087779137123,1.6554389139231367,0.2,Iris-setosa
+45,5.993665029700103,3.452709098110679,4.529238099293337,1.6228107766833473,Iris-versicolor
+46,4.971169164011429,3.655600286679606,1.4036615302781472,0.2,Iris-setosa
+47,5.821351858633004,2.6976819193646424,5.0871998105484355,1.895029583812888,Iris-virginica
+48,4.58379152909001,3.4285597135993866,1.4023314421587156,0.27728679886015184,Iris-setosa
+49,5.201527489027916,3.439518311149443,1.4093370176307036,0.2,Iris-setosa
+50,6.297426690721975,2.805099950829867,5.126938835914174,1.5013508559527349,Iris-virginica
+51,7.7,2.7946734279067362,6.7,1.9937072975544794,Iris-virginica
+52,5.814157858590977,2.787016174956853,5.118956502920663,2.408320225074528,Iris-virginica
+53,6.007559926026227,2.708130263006971,5.079569231984968,1.6023413374198707,Iris-versicolor
+54,5.773529296842133,2.698648886939793,5.110238563263122,1.9022126776174586,Iris-virginica
+55,4.588678574856968,3.232645599308265,1.4038940824955417,0.2,Iris-setosa
+56,6.692920649445162,3.314738919939016,5.697302622875568,2.5,Iris-virginica
+57,5.330364340217964,3.59114913474921,1.5014536460000425,0.2,Iris-setosa
+58,7.342197576576407,2.892214858025593,6.269534410844764,1.7678865095823217,Iris-virginica
+59,6.705809801345004,3.307060051890704,5.736578208088605,2.1423303570410197,Iris-virginica
+60,6.434502375917145,2.8932193443501464,4.305706970195532,1.3155942277549693,Iris-versicolor
+61,7.699998949283872,2.774940974351787,6.699998769501801,1.9866815933723552,Iris-virginica
+62,4.626171137013296,3.583989376839997,1.0000004378603524,0.2,Iris-setosa
+63,5.906322363501986,3.236302772262397,4.82477413529536,1.807505128356792,Iris-versicolor
+64,6.110533428652009,2.607593031528128,5.5566921205200615,1.4112644036907092,Iris-virginica
+65,7.699999097016461,2.7890303695584335,6.7,1.976225673467115,Iris-virginica
+66,7.7,2.735301832916767,6.699998868818935,1.98731376387358,Iris-virginica
+67,6.354034369802522,2.62845184023782,5.164104396891964,1.91361902704701,Iris-virginica
+68,4.9921103391433626,3.256698463159078,1.392732561494734,0.2,Iris-setosa
+69,4.8589565015706455,2.9942115181801663,1.4006059534117046,0.2,Iris-setosa
+70,7.7,2.7050848099910465,6.7,1.9869846298418155,Iris-virginica
+71,5.591071233444821,2.7488026587455567,4.173464375091243,1.2994260131588762,Iris-versicolor
+72,4.88465579706014,3.1103646703578107,1.4862271691689326,0.1,Iris-setosa
+73,4.620067321766494,3.600693136184238,1.0000005315856701,0.2,Iris-setosa
+74,5.10847611160635,3.269745461977279,1.6782783635168688,0.4030790569997917,Iris-setosa
+75,6.2584543859850745,2.8974695324143713,5.593146644543124,1.8182727235794511,Iris-virginica
+76,7.1230326534930555,2.988674732358383,5.938338424804789,2.089545369783448,Iris-virginica
+77,4.845129077347609,3.102101079145197,1.478200968232707,0.1,Iris-setosa
+78,5.474249326191262,3.0068705251659136,4.463343501247162,1.5058683167177755,Iris-versicolor
+79,7.7,2.785720878135038,6.699998958158496,2.039375982385784,Iris-virginica
+80,6.38422091417881,3.206360749502206,4.498011240689493,1.4860255113378897,Iris-versicolor
+81,5.992452387220354,3.3968704565605794,4.459585197935001,1.6042102258167172,Iris-versicolor
+82,6.307307904563401,2.5027977285489094,4.99566116761769,1.901706046579985,Iris-virginica
+83,5.3029592525264375,3.6527484782465747,1.4939157391853641,0.2,Iris-setosa
+84,5.506725764577607,2.6031099682433307,4.44774735193846,1.20393251985341,Iris-versicolor
+85,7.699998952591944,2.7217405821300176,6.69999865932679,1.972302847104571,Iris-virginica
+86,5.189489354309864,3.400193299620631,1.4001894183443948,0.2,Iris-setosa
+87,5.983788719238945,2.991684146708112,4.786753407545648,1.805032151711649,Iris-virginica
+88,4.880766807044835,2.4019968651900805,3.5548810408571576,0.9574938242987127,Iris-versicolor
+89,5.498968806099817,2.64605827103497,4.1659510977054905,1.2730288977606832,Iris-versicolor
+90,4.597131300279172,3.6086707151322446,1.0000003639449713,0.2,Iris-setosa
+91,5.35346760199957,3.626772943663812,1.5359065826255045,0.2,Iris-setosa
+92,6.595804059459745,3.2511160479604615,5.701323688382718,2.499999476088185,Iris-virginica
+93,6.458733553835856,2.983578988898202,5.487811335045569,1.7880585602153145,Iris-virginica
+94,6.957054181163887,3.214093098414686,5.693307631923432,2.286211145095723,Iris-virginica
+95,6.784950872988709,3.2845693648971332,5.70984675717711,2.1955494230450205,Iris-virginica
+96,4.9910283980359464,3.3810105338032033,1.3178521375655066,0.2,Iris-setosa
+97,5.981791190369895,3.395833695415949,4.534905291862206,1.6461633665229418,Iris-versicolor
+98,6.371651499951603,2.8723657183270612,4.2699375755766305,1.3034498927032518,Iris-versicolor
+99,5.92658288427804,3.173771722253839,4.709269764842644,1.778337107182393,Iris-versicolor
+100,5.624114436760615,3.0121169229980747,4.113670425167069,1.3209009381846362,Iris-versicolor
+101,5.100022762754974,3.8081699262885147,1.9778072479067244,0.4516854165684665,Iris-setosa
+102,6.380287354318686,2.7078809886316537,5.290234918477084,1.8979048859933785,Iris-virginica
+103,6.721420612737421,3.2686604742620085,5.637959765588524,2.5,Iris-virginica
+104,5.102932630005919,3.316320423482845,1.7856801887559466,0.47621587017953476,Iris-setosa
+105,6.723252525241694,3.2663616225661425,5.692670189716188,2.4999994653191635,Iris-virginica
+106,5.339704422790718,2.420662899969423,3.586493438465279,1.0808335937658622,Iris-versicolor
+107,7.699998140541136,2.760374715588994,6.699997842621145,1.9876341353400293,Iris-virginica
+108,5.878030544541691,3.0143321082875203,5.064224894365572,1.8039082464177902,Iris-virginica
+109,5.0558220768468285,2.4432591441810554,2.9954512298516303,0.9348472654037596,Iris-versicolor
+110,5.613058030639669,3.016313023311086,4.548815469453161,1.5210505026064995,Iris-versicolor
+111,5.13956174155096,2.546133149420849,3.4166982337102705,1.2896259652577127,Iris-versicolor
+112,5.205762017444944,2.7315669703453724,4.044282072674352,1.4135532603584955,Iris-versicolor
+113,5.191459363863854,2.705855205697414,4.027921694759943,1.3931115116093027,Iris-versicolor
+114,5.166643201960576,2.632464110509167,3.600611839589627,1.3617858776919451,Iris-versicolor
+115,7.7,2.8178100836164703,6.7,1.9469200089429604,Iris-virginica
+116,4.8772213331684116,2.9964041518427686,1.3840062177054826,0.2,Iris-setosa
+117,5.564878291718714,4.216635719606011,1.4043834835137285,0.2,Iris-setosa
+118,5.115195958144939,3.2884590904904916,1.8553076031895361,0.3878169091960355,Iris-setosa
+119,5.599547848795343,3.0165936542705962,4.142091540627493,1.3083754526193179,Iris-versicolor
diff --git a/iris/tab_ddpm/1/20/test.csv b/iris/tab_ddpm/1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/20/train.csv b/iris/tab_ddpm/1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/20/val.csv b/iris/tab_ddpm/1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/21/synth.csv b/iris/tab_ddpm/1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906666ed6385578a94e22bf379cc85293a7fd233
--- /dev/null
+++ b/iris/tab_ddpm/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.401831983400494,2.7442256914795973,5.0386025811866855,1.858629709426212,Iris-virginica
+1,5.659236164995002,4.231982985792139,1.3660213869590598,0.2,Iris-setosa
+2,6.020528742651627,2.6959600139279956,5.0786889769489845,1.5939847649802303,Iris-versicolor
+3,4.4,2.8904724231703347,1.4008153911851196,0.2,Iris-setosa
+4,7.336020160369173,2.8806666942326555,6.346551673154537,1.8271428266607053,Iris-virginica
+5,7.252033410243431,2.913418518418077,6.2332535046424375,1.8061565643182296,Iris-virginica
+6,4.797215273705886,3.3833072516839775,1.5893902711924566,0.2,Iris-setosa
+7,5.958802005698575,2.2,5.004964834059817,1.5173568000124193,Iris-virginica
+8,5.2146525074374335,3.4300856913075477,1.382777081122761,0.2,Iris-setosa
+9,5.110766222910887,3.314839574576846,2.0820868623264284,0.5664264940115451,Iris-setosa
+10,6.33110016371364,2.8962674966646538,4.318300471437104,1.3001899578838672,Iris-versicolor
+11,5.613119025640474,2.700345768750497,4.224538069728629,1.2885268737790225,Iris-versicolor
+12,6.673402091275765,3.313817133482414,5.704918788962631,2.170967192841233,Iris-virginica
+13,5.98247683834224,3.0030302677620067,4.885265903679441,1.7800161722595087,Iris-virginica
+14,6.412480035343139,2.865736375265665,4.279131980529826,1.3000271792998528,Iris-versicolor
+15,6.311685783512796,2.775912990381451,5.1195324946455765,1.498470290302981,Iris-virginica
+16,5.353247963206493,3.752673669868826,1.492989632786907,0.2,Iris-setosa
+17,4.99203239457517,2.4485310708897265,3.3513289090111886,0.9758143923621622,Iris-versicolor
+18,4.9826627333905265,3.21200289483678,1.2061282596974083,0.2,Iris-setosa
+19,6.696066570504096,3.2981615566937013,5.7407050107090365,2.123602600729885,Iris-virginica
+20,4.861904130067621,3.0997126870541036,1.507552275357757,0.10000011009237046,Iris-setosa
+21,6.6788820437866585,3.2482115910838925,5.673851119181779,2.1689483583471674,Iris-virginica
+22,5.0406951867036955,3.5116982854404806,1.3829231813301939,0.31524750909852367,Iris-setosa
+23,5.089322905565469,3.4415306621337787,1.4351005553019396,0.2,Iris-setosa
+24,5.703742970987629,4.4,1.486665921280878,0.41443243041929934,Iris-setosa
+25,5.1087909311858395,3.7021712355143563,1.518182518755955,0.4701469160715738,Iris-setosa
+26,5.007668135907844,3.6509636818361195,1.4030317012421123,0.2,Iris-setosa
+27,7.699999094111733,2.7838234603082976,6.69999864547927,1.966838846773127,Iris-virginica
+28,6.725072147305876,3.317260948393216,5.803745050224561,2.5,Iris-virginica
+29,5.866315680923772,3.2287191321627424,4.757703478281752,1.824110698582012,Iris-versicolor
+30,4.609973405827012,3.622618237267741,1.0,0.2,Iris-setosa
+31,4.4,3.107366790091024,1.327805033176215,0.2,Iris-setosa
+32,6.5897893073281555,3.3429700036690484,5.595220766191153,2.5,Iris-virginica
+33,4.577050545207318,3.587595084937995,1.0000007499748818,0.2,Iris-setosa
+34,5.13476779739347,3.6675110887041016,1.4920445476995525,0.381172989588652,Iris-setosa
+35,4.98835422228888,3.2629088944077718,1.2622792546752704,0.2,Iris-setosa
+36,5.70685483614089,4.399998904860619,1.4826807003858526,0.37014989441452595,Iris-setosa
+37,7.699998859370738,2.7707978137738967,6.699998168453857,2.00387453539168,Iris-virginica
+38,5.577971990348299,4.241567116077694,1.4000584226374437,0.2,Iris-setosa
+39,6.861387676359146,3.0104280930692284,5.538594975059779,2.1078077238493917,Iris-virginica
+40,5.344488567336659,3.410477869160867,1.6698349642697292,0.2,Iris-setosa
+41,6.368074188090613,2.8690467045458283,4.292367474811822,1.2828541351485925,Iris-versicolor
+42,5.669226706644637,4.4,1.4832677727421584,0.3788252284335188,Iris-setosa
+43,5.102850884519868,2.484600247425803,2.9015471767439687,1.0641139006534006,Iris-versicolor
+44,7.7,2.783126863067337,6.7,1.9835646713611224,Iris-virginica
+45,6.36840939071063,2.855239245408354,4.254357678025295,1.2998625311364334,Iris-versicolor
+46,5.495122818283189,2.3922653746595235,3.5643179896948913,0.9530498407065096,Iris-versicolor
+47,5.10818414074884,3.794502549399139,1.6039669449685838,0.2,Iris-setosa
+48,7.298742392139565,2.907668941331895,6.297101833013593,1.8250205299384012,Iris-virginica
+49,5.967819180677507,2.2000003160175248,5.0212031199227996,1.5212394735149946,Iris-virginica
+50,4.984130461880118,3.3096589191167736,1.401215390024448,0.2,Iris-setosa
+51,5.501891985931293,2.9829686325119784,4.45943271339788,1.4920559079520843,Iris-versicolor
+52,5.3859439708682215,2.9611371822994847,4.237828210277935,1.4024443071028474,Iris-versicolor
+53,6.418283536099712,3.2016535360021936,4.477469729824813,1.4751663846951657,Iris-versicolor
+54,4.595313955634074,3.580192454125289,1.0000005052141678,0.2,Iris-setosa
+55,6.011809005789478,2.2000003278656557,5.026865173836044,1.4755929909211107,Iris-virginica
+56,4.9028685933924585,2.385050748160794,3.365393599087528,0.9933554808268551,Iris-versicolor
+57,4.507951800011606,2.3139090870906442,1.3408300171852938,0.3289689325454732,Iris-setosa
+58,4.586108874353648,3.202489553263103,1.3932687103270878,0.2,Iris-setosa
+59,5.606890714205886,4.4,1.4702471420565246,0.4882864014288017,Iris-setosa
+60,5.706390109063001,2.555953124449738,5.0345180135949965,2.1472069546776686,Iris-virginica
+61,4.986666265832952,3.2355351797990903,1.309452463751282,0.2,Iris-setosa
+62,4.706981650877225,3.4362877107315555,1.4969966654329612,0.2,Iris-setosa
+63,6.305104527464827,2.6653297630645114,4.825983572743711,1.8065118021715079,Iris-virginica
+64,5.147666478116302,3.8170494069590104,1.749896781386242,0.4930840852687239,Iris-setosa
+65,5.506296791155071,2.390465473537872,3.572041478883748,1.0342455426032091,Iris-versicolor
+66,7.7,2.763256892079839,6.7,1.9924955960297923,Iris-virginica
+67,5.888239611801645,3.212004896615125,4.775411458502654,1.7958882966960525,Iris-versicolor
+68,5.903785169397631,3.220073597181793,4.8156186763332585,1.8253290946628369,Iris-versicolor
+69,5.354248578931773,3.8045934872585105,1.6101305050525823,0.29282238706908437,Iris-setosa
+70,4.612672722620027,3.6081813179354216,1.000000437111007,0.2,Iris-setosa
+71,4.829147197949436,3.4242200872474595,1.6302561387647463,0.2,Iris-setosa
+72,6.279756031837344,2.2976016181292307,4.403345988506969,1.304586157982057,Iris-versicolor
+73,5.8594873578765965,2.9835569756828635,5.094052528414593,1.7845186209926596,Iris-virginica
+74,5.394779500642261,3.865524265225176,1.5788508308079228,0.2565990701500383,Iris-setosa
+75,5.550842795024916,3.0030293935270813,4.158843199815705,1.3138230750922204,Iris-versicolor
+76,7.7,2.7682714354145608,6.7,1.9788117711393778,Iris-virginica
+77,7.001237461345754,3.1589185397880915,5.7041017671869705,2.244330221866703,Iris-virginica
+78,6.3327842613618985,2.812206700018837,5.081740793326965,1.4979274111586847,Iris-virginica
+79,6.1547100966862915,3.0465121177374725,5.04946064850352,1.8189468176352557,Iris-virginica
+80,7.7,2.76430250808952,6.7,1.9680056056709772,Iris-virginica
+81,7.7,2.7624909019258967,6.699998746671439,2.0530228317081587,Iris-virginica
+82,6.286122784434504,2.705947536978542,4.9014257515765465,1.7606380212192105,Iris-virginica
+83,7.7,2.7852159515901995,6.7,1.9947657320323349,Iris-virginica
+84,7.69999853452829,2.779024114894914,6.699997905836127,1.993277144629944,Iris-virginica
+85,5.818811183548272,2.78352944253959,5.0979775567239995,2.392563494690978,Iris-virginica
+86,5.596572129067637,3.00133361075573,4.118905646872393,1.3038387811862704,Iris-versicolor
+87,6.294710460808796,2.3005632130692475,4.372229494252753,1.2811120179503481,Iris-versicolor
+88,5.668463353537854,2.780945996698434,4.171453040136885,1.3181307331081942,Iris-versicolor
+89,6.662808669506345,3.310490613257387,5.71933760057191,2.5,Iris-virginica
+90,6.409407865110625,2.8656268251559003,4.297137069038011,1.294275333039523,Iris-versicolor
+91,5.111912893849066,3.3077913065321254,1.6955750697640024,0.5138560857000732,Iris-setosa
+92,5.677412592637337,4.399999206941077,1.4929248913029047,0.39845233828914506,Iris-setosa
+93,5.58447624979698,4.270058257891684,1.3715070017346285,0.2,Iris-setosa
+94,5.483108524770638,2.412673018184431,3.8036497564539795,1.044079045855499,Iris-versicolor
+95,5.022039938851986,3.5163546577307563,1.593302561370282,0.2,Iris-setosa
+96,5.105481923674471,3.698766246382785,1.4826537109353861,0.3869506552534335,Iris-setosa
+97,7.7,2.754722526445821,6.7,2.0012776712242113,Iris-virginica
+98,5.4793497609434345,2.3813340015728626,3.7722589591092826,1.0603608989286264,Iris-versicolor
+99,6.074982261849345,2.9870554589936598,4.566524389400904,1.3971469357939421,Iris-versicolor
+100,4.996663506751433,3.3793369510218914,1.270863123872424,0.21870005286591895,Iris-setosa
+101,6.097602353438276,2.5900004367984053,5.609710725892231,1.3970061873155155,Iris-virginica
+102,6.624538636358345,3.2674911200924157,5.604738004147102,2.5,Iris-virginica
+103,6.314884910695801,3.425899771174699,5.575458881512365,2.3883650426198155,Iris-virginica
+104,6.697332661351025,3.27983055457633,5.642936468886911,2.5,Iris-virginica
+105,6.023722215705146,2.2000003950494023,4.98581507374698,1.4684140446642175,Iris-virginica
+106,6.418353777211124,2.755275516101586,5.412397282519471,1.8874663112384016,Iris-virginica
+107,5.62454288460156,4.4,1.4847339599921505,0.390153672828049,Iris-setosa
+108,6.508946859328601,3.0030019055331745,5.505515635011839,1.7935867911389596,Iris-virginica
+109,5.534496175196701,2.405598451355672,3.8484609038432804,1.0769130690053874,Iris-versicolor
+110,6.720856970187556,3.000099241807978,4.984485596647391,1.6820888886642325,Iris-versicolor
+111,6.33402496279473,2.4717293320001414,4.917042806198453,1.4874150052483568,Iris-versicolor
+112,5.628767309462397,4.4,1.491909512799162,0.444000249300334,Iris-setosa
+113,5.807115027675251,2.6997475953806034,5.0950522441050285,1.887561907662946,Iris-virginica
+114,6.373007963143171,2.9012058906240425,4.312321293225983,1.2996977179053837,Iris-versicolor
+115,5.2371486295687575,3.542099929304314,1.495951578996269,0.2,Iris-setosa
+116,5.060008028060654,3.511039088633541,1.3433254580072727,0.29254402903966426,Iris-setosa
+117,5.267385764520552,3.610886416980857,1.5041854458950494,0.2,Iris-setosa
+118,4.717948732322817,3.385852684568453,1.4871805293755835,0.2,Iris-setosa
+119,5.1417437101820935,3.3850784122650124,1.3703358771595806,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/21/test.csv b/iris/tab_ddpm/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/21/train.csv b/iris/tab_ddpm/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/21/val.csv b/iris/tab_ddpm/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/22/synth.csv b/iris/tab_ddpm/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fdb7a454b089c42e5d7ba35fbc9e9b4c262a217
--- /dev/null
+++ b/iris/tab_ddpm/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.672144707154983,3.306299702871347,5.619989945053449,2.5,Iris-virginica
+1,5.500277634026796,2.9855044901725565,4.466325034489353,1.489945765712235,Iris-versicolor
+2,5.664420191900465,4.399998964780258,1.4872901889787746,0.7133490944368526,Iris-setosa
+3,5.842979531630554,3.209523392893362,4.8755747658192865,1.7909757323433415,Iris-versicolor
+4,6.278007286043608,2.3060802780789618,4.348570504409206,1.2895740998794243,Iris-versicolor
+5,6.295429115293943,2.8819891080617617,5.574329417026961,1.8024394603030724,Iris-virginica
+6,5.227845085300593,3.9011206372548495,1.6743069278266045,0.45630676992389957,Iris-setosa
+7,5.645419897446909,4.4,1.4966222259012953,0.46985334314781246,Iris-setosa
+8,6.29191420216744,2.636744052443789,4.226285005414385,1.2591847389538482,Iris-versicolor
+9,7.6999990951219965,2.7835649534536993,6.7,1.9852569135847988,Iris-virginica
+10,5.677965816133256,2.9445918934566473,4.292616362376129,1.4126883296520338,Iris-versicolor
+11,5.329101807204376,3.9183328351958546,1.3568688195394367,0.45532648485241456,Iris-setosa
+12,5.3974143132265,2.976276149356889,4.457854679056824,1.4974688449966291,Iris-versicolor
+13,6.100594514141304,2.5827770765068494,5.595321759372664,1.3794609937882227,Iris-virginica
+14,5.065755852520321,3.508696805682214,1.347243333637366,0.29475839549431837,Iris-setosa
+15,6.0136609546822,2.689716512704169,5.167108097805084,1.5764665866967114,Iris-versicolor
+16,4.586037653840301,3.5909642234683186,1.0,0.2,Iris-setosa
+17,6.676670997648897,3.1118758678961917,4.3936938498157385,1.4199177750287404,Iris-versicolor
+18,6.545146411874844,2.953437702579893,4.363099716448644,1.3727534213112906,Iris-versicolor
+19,6.280406196797589,2.3069884897489272,4.375657447730967,1.3030024233582487,Iris-versicolor
+20,6.347074473275966,2.835114709934768,5.207651217503972,1.5460489472722625,Iris-virginica
+21,5.182539311775512,2.689940959112766,3.9743932541801055,1.4041804632048696,Iris-versicolor
+22,7.7,2.762455973518784,6.7,2.018345601055697,Iris-virginica
+23,5.9024297140735875,2.9913777590425377,5.086652924447496,1.7834701801543185,Iris-virginica
+24,5.546126781019828,2.394071100818987,3.67401919400117,1.0636352314318755,Iris-versicolor
+25,5.941217355295429,2.6761879027074915,4.990568225493462,1.4788191393718588,Iris-versicolor
+26,6.420336610256249,2.69657080796073,5.318774088767325,1.9020634741686655,Iris-virginica
+27,5.021101651369265,3.339794555293222,1.3671881618890689,0.2,Iris-setosa
+28,6.727578729476132,3.3106938787944022,5.847616627112246,2.5,Iris-virginica
+29,4.586128247928846,3.4025898630369764,1.3702658377580816,0.2946620261631585,Iris-setosa
+30,5.56088112350298,4.261891740919598,1.368592254074282,0.2,Iris-setosa
+31,5.483946219213364,2.9912058518821474,4.529400465371995,1.5237403427413143,Iris-versicolor
+32,6.2344444499803675,2.53379603251883,4.93728003456497,1.5233999719914828,Iris-versicolor
+33,5.195418434883827,3.4788676347506793,1.5087130874878911,0.2,Iris-setosa
+34,6.724726605729736,3.3065486955212737,5.752108105915902,2.1028252664499516,Iris-virginica
+35,5.537668608338179,2.990185506226806,4.09767673005296,1.284196635753089,Iris-versicolor
+36,5.968518509264933,2.990574978955435,4.2318353706622425,1.4711935000346243,Iris-versicolor
+37,6.60844493670536,3.330589115025315,5.553480010522131,2.5,Iris-virginica
+38,6.889193197350679,3.192025313871409,5.673567868853314,2.282996899957214,Iris-virginica
+39,5.100111282758044,3.7708919062678565,1.5887032616756573,0.2,Iris-setosa
+40,5.491780805975912,2.4066874566456136,3.8967952982885325,1.0391199321581044,Iris-versicolor
+41,5.452035578097892,2.995215233975477,4.496985287024025,1.4954895584673202,Iris-versicolor
+42,5.689463412329442,4.4,1.4926914245662022,0.5562481680327305,Iris-setosa
+43,5.055978979607015,3.6382570421593012,1.4311622102000663,0.2,Iris-setosa
+44,5.502927229067398,2.6156987501843516,4.409514885467022,1.1898731098189317,Iris-versicolor
+45,5.4476313333165605,2.9864446995389833,4.444138023876772,1.5009735539654245,Iris-versicolor
+46,5.263396598645268,3.5951959982262256,1.5030677581100007,0.2,Iris-setosa
+47,5.501106302937793,2.4008647146546487,3.8119726521823623,0.9559332955049892,Iris-versicolor
+48,5.399408213577218,3.4142325037708243,1.6970556658206288,0.2,Iris-setosa
+49,6.294085376036681,2.8795109579419433,5.56042288076132,1.7722113463712208,Iris-virginica
+50,5.975322729572809,3.390317648104027,4.565870390238876,1.6312048292366235,Iris-versicolor
+51,6.27432435212894,3.4020524754448007,5.703926272594348,2.391988263686853,Iris-virginica
+52,5.667953911616596,2.4711755801492963,5.005612705524362,1.9860925990388119,Iris-virginica
+53,5.035413325901345,3.380960617791679,2.1935487827307694,0.3985069356020164,Iris-setosa
+54,5.683579942494576,4.4,1.4513008035583965,0.3982888928561543,Iris-setosa
+55,5.724634505330256,2.526064572244857,5.011921800637963,1.9814545810426252,Iris-virginica
+56,7.699999057408105,2.7724460336310357,6.699998821238395,1.991276124292608,Iris-virginica
+57,4.598534387493498,3.200551114743487,1.4006346335803694,0.2,Iris-setosa
+58,5.946103155679278,2.9715162752616626,4.226561937502066,1.4450629405984128,Iris-versicolor
+59,6.618640438069438,3.3320358207904643,5.631576956913474,2.5,Iris-virginica
+60,5.814364239123595,2.717545946791688,5.093987893085644,1.8952096633999567,Iris-virginica
+61,5.868780997390478,3.000272334712926,4.212156003007026,1.5014660628826486,Iris-versicolor
+62,5.097805125606284,3.7974321630570165,1.576812001955016,0.2,Iris-setosa
+63,7.6999986722411915,2.7668302764197494,6.699998494842434,1.9833782547643513,Iris-virginica
+64,7.7,2.7593639792198275,6.7,1.9666301693799568,Iris-virginica
+65,5.676831971164944,2.4704172008198673,4.984012832664736,2.016445680840581,Iris-virginica
+66,6.28753970915512,2.493917426304754,5.0005945926337825,1.8734598594903331,Iris-virginica
+67,5.566927601179269,2.670773012233388,4.281570431798433,1.2851571070179832,Iris-versicolor
+68,5.081312177033689,3.5174526280292153,1.4021771049491243,0.32094235477466404,Iris-setosa
+69,5.3279007297402075,3.7508847693729304,1.503622680654096,0.2,Iris-setosa
+70,6.265415048148934,2.5232050166435696,4.930327676703515,1.5041480448194766,Iris-versicolor
+71,4.538792888173695,2.403654404323083,1.3167916156985644,0.2765207925135797,Iris-setosa
+72,5.763655152795382,2.7968039327924097,5.190419311811098,2.3947246296674494,Iris-virginica
+73,4.400000516631415,2.9709038021216063,1.3506374811448305,0.2,Iris-setosa
+74,4.997726100285726,3.310439357579994,1.3879657851511018,0.2,Iris-setosa
+75,4.888527262680043,3.074766876645959,1.4896765244484336,0.10000010282810873,Iris-setosa
+76,6.527154536726851,2.959210045801832,4.38042997472205,1.3770823133380394,Iris-versicolor
+77,6.8851074749167775,3.2169041369154563,5.7132990603190255,2.3047174112262034,Iris-virginica
+78,5.333718219245561,3.418096398325434,1.6948177587802735,0.2,Iris-setosa
+79,4.4,3.1630599154748786,1.2766886595098037,0.2,Iris-setosa
+80,4.996154353609989,3.6052485945030646,1.4005770897801153,0.2,Iris-setosa
+81,5.245724747604555,2.7789290152585355,4.137489855616302,1.417335647734273,Iris-versicolor
+82,7.7,2.7677166783848426,6.7,2.0510769565950575,Iris-virginica
+83,4.578902070559872,3.60407649523198,1.0000004370202347,0.2,Iris-setosa
+84,6.35679929530547,2.513644899703099,4.889170521089697,1.4884242596877209,Iris-versicolor
+85,7.699998657946029,2.7464108607459057,6.699998473121862,1.9766598935599333,Iris-virginica
+86,5.627761041836025,2.6947464870120763,4.240630383565984,1.2988342822511598,Iris-versicolor
+87,6.906393136262842,3.228753762374871,5.734648309689026,2.296522401645339,Iris-virginica
+88,6.0505299000344275,2.2,5.023931360207492,1.4707035569617481,Iris-virginica
+89,4.4,3.1818905056869795,1.3204057744376567,0.2,Iris-setosa
+90,4.984152540237439,3.2531938391554927,1.3066333404976669,0.2,Iris-setosa
+91,6.394160360630259,3.231042476112564,4.49773428052006,1.497109426858656,Iris-versicolor
+92,5.8702975387577885,2.9884389881319535,4.194970484572593,1.4939352955518552,Iris-versicolor
+93,4.400000469012461,2.904459870448901,1.394514074683563,0.2,Iris-setosa
+94,6.295926972782488,2.8322109987882604,5.113887583541041,1.5261571750825211,Iris-virginica
+95,5.57414791002939,2.658542318262472,4.225373435886704,1.276614235023746,Iris-versicolor
+96,4.587303827648754,3.5941572779577635,1.0000004431431937,0.2,Iris-setosa
+97,5.001520202213276,3.5670227772145373,1.3680044689820612,0.2,Iris-setosa
+98,7.7,2.7637992804397213,6.699998874666029,1.9823584692689409,Iris-virginica
+99,6.418869039830332,2.9008292884766864,4.299179660575096,1.3136424157799511,Iris-versicolor
+100,7.7,2.7763145755635783,6.7,1.9891380990228247,Iris-virginica
+101,4.884642630437072,3.0860274878665663,1.4961542950965927,0.1,Iris-setosa
+102,4.595866783783966,3.5684741280492083,1.0000004143581198,0.2,Iris-setosa
+103,5.585511823614022,3.005233537735207,4.139999578070172,1.322003708362937,Iris-versicolor
+104,5.651846637972368,4.4,1.490747379037406,0.38191372936994394,Iris-setosa
+105,5.088683142953438,3.804465618214329,1.609268486094726,0.2,Iris-setosa
+106,6.3354605007487494,2.489376255431759,4.899773960405138,1.4948957557048175,Iris-versicolor
+107,6.27942554207393,2.472889181680643,5.012347484056554,1.9111300142070493,Iris-virginica
+108,5.544127234357294,3.004260406021622,4.110193480926538,1.3010492617066682,Iris-versicolor
+109,4.88381959998992,2.387853120716194,3.3245377164160277,1.0675879767585474,Iris-versicolor
+110,6.751604727362244,2.994742765563558,5.509526402435395,2.106015540193516,Iris-virginica
+111,4.5949654932247155,3.6089226406891948,1.0,0.2,Iris-setosa
+112,5.975295014846512,2.200000321245779,5.028411070257205,1.4994863360827428,Iris-virginica
+113,6.783451680486681,2.993855657836212,5.528833656211013,2.0673591644908997,Iris-virginica
+114,7.6999987060123285,2.802904606475305,6.699998113552226,2.037097523157274,Iris-virginica
+115,6.694609778050296,3.2791194353958613,5.652987441259578,2.5,Iris-virginica
+116,6.477633407923809,3.401904373787032,5.672251683015298,2.24156100204347,Iris-virginica
+117,5.541901674279396,2.6512657862941387,4.386136801408529,1.2723182971454816,Iris-versicolor
+118,7.7,2.771661215443615,6.7,1.9909524742571583,Iris-virginica
+119,4.869595269319521,3.0881322379031158,1.4934647969074075,0.10000009146952275,Iris-setosa
diff --git a/iris/tab_ddpm/1/22/test.csv b/iris/tab_ddpm/1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/22/train.csv b/iris/tab_ddpm/1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/22/val.csv b/iris/tab_ddpm/1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/23/synth.csv b/iris/tab_ddpm/1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cbdbcb11a79bb79f86f27cbde148efe28b04e39
--- /dev/null
+++ b/iris/tab_ddpm/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.029242672849742,2.7013110071477326,5.084124546765375,1.5982730413210233,Iris-versicolor
+1,6.634482812741561,3.027397528034113,4.382608278312756,1.3960082938202838,Iris-versicolor
+2,6.019634210947125,3.4302520497420463,4.4855647927998845,1.6226973321734204,Iris-versicolor
+3,4.61157403866487,3.395205586109724,1.4003668541870138,0.30534983425863804,Iris-setosa
+4,7.3350189829796975,2.8997750682145162,6.322968187558845,1.7898873112359834,Iris-virginica
+5,5.897616924941111,3.232492640165817,4.786625773385603,1.8189888594399801,Iris-versicolor
+6,5.5768617301674155,4.238014367539337,1.3861251791469495,0.2,Iris-setosa
+7,5.903989508993791,2.991800385390343,5.096449145913456,1.782422098969984,Iris-virginica
+8,5.671251475909404,2.474366174103889,5.034569822184313,1.9982836840350342,Iris-virginica
+9,4.993060343610126,2.4437664196155913,3.2425313697041522,0.970383833334719,Iris-versicolor
+10,5.107987253803077,3.6885759887789726,1.535198830143131,0.4238310622826434,Iris-setosa
+11,5.380941626671965,2.9996751177671075,4.541205656222235,1.4908234661970048,Iris-versicolor
+12,5.194701303135783,3.3839978479357042,1.3815451036503896,0.2,Iris-setosa
+13,5.12431112097878,3.741215581662072,1.609153888670795,0.2,Iris-setosa
+14,6.680997968436449,2.9820312706187893,4.9820358072068816,1.6805787430383048,Iris-versicolor
+15,6.0585067878441885,2.2,5.008229808804211,1.49768095386408,Iris-virginica
+16,6.672021480040597,3.296820272500388,5.688578349534558,2.0904441925022588,Iris-virginica
+17,4.981733052115441,3.6120496915119698,1.3797006893393475,0.2,Iris-setosa
+18,6.690701877868806,3.001285735944151,4.98466131243081,1.7119087486300175,Iris-versicolor
+19,6.323845254647752,2.535546738129353,4.949082698677629,1.8754752581042375,Iris-virginica
+20,6.395974920242519,2.872130162194467,4.2621306563332295,1.3014530349089155,Iris-versicolor
+21,5.882184598771506,2.988845736219495,4.208931096745325,1.4988245911282971,Iris-versicolor
+22,4.991141548680279,3.2748820279590816,1.3848242136818012,0.2,Iris-setosa
+23,5.048212089942408,3.5891972265286087,1.362300258833021,0.2,Iris-setosa
+24,5.5154230219951295,2.6298642699493207,4.352916029501441,1.2755218774632264,Iris-versicolor
+25,6.6622522554910955,3.3009139351172196,5.708071367323639,2.10497847225073,Iris-virginica
+26,6.3663971748491965,3.2285315249950997,4.469356187016921,1.494690267732731,Iris-versicolor
+27,6.49182511310933,2.9453110091924395,4.303084585355701,1.3389177178118434,Iris-versicolor
+28,5.102752431752482,3.5157178918198695,1.4024288068678263,0.3067783893618611,Iris-setosa
+29,6.635381134868046,3.298074481042549,5.67620640829277,2.4999992815939693,Iris-virginica
+30,4.4,3.1833137325998355,1.2964293709099732,0.2,Iris-setosa
+31,5.067838926645127,3.4944715420227785,1.3357710419219448,0.30170910798741146,Iris-setosa
+32,5.021701285281625,3.5659253567731963,1.4199954129348622,0.3463673491470901,Iris-setosa
+33,6.746187846092105,3.1039393798521395,4.33797572935474,1.388775055256929,Iris-versicolor
+34,6.697095424118816,3.304616282476057,5.719662057098928,2.5,Iris-virginica
+35,6.296964601442448,2.6878047506723397,4.8782475259556595,1.8106534200110607,Iris-virginica
+36,5.025121270876565,3.5270530407871235,1.334348018594835,0.3044626403300431,Iris-setosa
+37,4.589226122613384,3.601835992145545,1.0000004713530437,0.2,Iris-setosa
+38,6.973095326691197,3.1501154407422143,5.683070236618668,2.2585271263125133,Iris-virginica
+39,5.166437602662297,3.4847309332147685,1.4955267558339593,0.2,Iris-setosa
+40,5.649590765891984,4.4,1.468874597807563,0.38463491857574544,Iris-setosa
+41,4.400000583545793,3.1704948133387236,1.3230915776814642,0.2,Iris-setosa
+42,5.243854693259363,3.635821402946496,1.4625386412001702,0.2,Iris-setosa
+43,5.6438885821098586,4.4,1.4805289295923316,0.38637690384277146,Iris-setosa
+44,4.99831895378647,3.55402220658542,1.3819193650126527,0.2,Iris-setosa
+45,5.7647777983300745,2.6044355743326593,5.086426701315434,1.919964111885989,Iris-virginica
+46,5.865960297347148,3.2148069766017078,4.808637715749188,1.8184522770185045,Iris-versicolor
+47,5.5461106502232465,2.9818642685391152,4.105088658760586,1.2935315951261972,Iris-versicolor
+48,4.993262913976777,3.2030319668620866,1.2238097288929914,0.2,Iris-setosa
+49,5.59842780033911,4.258917948635226,1.3706511021420336,0.2,Iris-setosa
+50,5.88601811739663,2.976301795539595,4.197270842350959,1.486629319534551,Iris-versicolor
+51,7.7,2.7651123493072087,6.6999989523769425,1.998648118282551,Iris-virginica
+52,6.371702864116287,2.6732228846314627,5.220854128063328,1.899448440326881,Iris-virginica
+53,4.490964533564273,2.305350715627375,1.2923592928935854,0.2745705872211981,Iris-setosa
+54,7.7,2.7099701156864233,6.7,1.9871579207224745,Iris-virginica
+55,5.835953160675373,2.9925937539836993,5.055555626736885,1.7989705525928121,Iris-virginica
+56,6.284829813953431,2.520929537146312,5.0163066418657944,1.8876415577673769,Iris-virginica
+57,4.59948732269325,3.4050596907502917,1.391483468291801,0.30871031659105946,Iris-setosa
+58,4.903059907860896,3.0120045659545363,1.3920422465837303,0.2,Iris-setosa
+59,5.968589474951687,2.696070690856267,5.058508311222728,1.6108171863900076,Iris-versicolor
+60,7.699998716190643,2.759103718317421,6.699997853887551,1.9824793805467316,Iris-virginica
+61,4.906318118916141,3.1155962179778314,1.5092578825457477,0.1000001106794654,Iris-setosa
+62,6.317355639928487,2.8100277206901274,5.0661869810410245,1.482123308330072,Iris-virginica
+63,7.7,2.744066260632549,6.69999846505284,1.9934246313165491,Iris-virginica
+64,6.326448983493465,2.524632810460602,4.907833088999606,1.5298684694571085,Iris-versicolor
+65,5.999896389136548,2.9976618012217773,4.768261574449877,1.794827769781882,Iris-virginica
+66,5.1099517725101204,2.482565385497269,2.859222242923729,1.0541100024732772,Iris-versicolor
+67,5.093069929056754,3.8250352139072645,1.5984297860053231,0.2,Iris-setosa
+68,7.7,2.7991899624250625,6.699998943570352,1.9825415675448375,Iris-virginica
+69,4.996074249566411,3.6087603027752904,1.387840207622857,0.2,Iris-setosa
+70,7.7,2.7266824941259467,6.7,2.003927031615328,Iris-virginica
+71,6.608120783715417,3.318788927361394,5.696282455442319,2.5,Iris-virginica
+72,6.433647210616312,2.8919557658681394,4.340612696090727,1.324691964838757,Iris-versicolor
+73,6.4575850301593105,3.1831635075463525,4.48907394129468,1.4877540775999278,Iris-versicolor
+74,4.878843856026801,2.381345384280472,3.339146658823811,1.1347730203992863,Iris-versicolor
+75,6.371963620063223,2.87588827899707,4.284797031249814,1.3235086626403663,Iris-versicolor
+76,6.8395271158753665,3.0081789642807504,5.576722904354681,2.153969123379715,Iris-virginica
+77,5.0445737112650955,3.486601814356868,1.3194074646811884,0.31055148270475663,Iris-setosa
+78,6.546900682992889,2.9510017953913263,4.365349035528337,1.3621321299423215,Iris-versicolor
+79,5.43252179895723,2.9829637223531886,4.522569881433853,1.4822147686748521,Iris-versicolor
+80,5.923794673552906,3.221889599000238,4.834603388629064,1.8023544043571238,Iris-versicolor
+81,7.7,2.7811510141740987,6.7,1.9922884635452116,Iris-virginica
+82,6.732080586883688,3.008434549998441,5.519362820220527,2.0884503500332294,Iris-virginica
+83,5.498836642786982,2.4065699798359255,3.842585694443412,1.1762012880957293,Iris-versicolor
+84,5.539864234207182,2.994781376582293,4.128467332820588,1.3060063323921185,Iris-versicolor
+85,7.7,2.758564652100535,6.699998374371244,1.9943289022899848,Iris-virginica
+86,4.591506575892102,3.19010418287288,1.404007332122129,0.2,Iris-setosa
+87,4.774953780641946,3.3932265018118355,1.5831671301268992,0.2,Iris-setosa
+88,5.888586427509291,3.211112600487684,4.842360870097,1.8190278020684232,Iris-versicolor
+89,6.954630416368636,3.1657747727445713,5.727822968214143,2.252772983137867,Iris-virginica
+90,6.324085223213456,2.5022559082312026,5.011394310261698,1.8948115227168074,Iris-virginica
+91,6.777917889372424,2.998962955176511,5.51324870214008,2.0338547610343496,Iris-virginica
+92,5.82236065345198,2.996678675464922,4.24272155658912,1.4929472827418961,Iris-versicolor
+93,5.970324899423156,2.2,5.052395521276606,1.4698965071062293,Iris-virginica
+94,5.112573363025822,3.8355179826189483,1.75856194417809,0.5660960127647185,Iris-setosa
+95,4.589794243447593,3.386950332168381,1.387397586168117,0.29287256343344004,Iris-setosa
+96,6.370530559256262,2.876158539681305,4.2917610267419946,1.2838715479441907,Iris-versicolor
+97,5.61864696354863,2.7027222501542987,4.265068699896997,1.304622446549145,Iris-versicolor
+98,7.699998712755496,2.7755507282012184,6.699998344293711,1.9981916792673804,Iris-virginica
+99,6.3368086450833845,2.666461200452999,4.909749737766765,1.7881469739856592,Iris-virginica
+100,6.418417724481197,3.121018551163484,5.50585876361724,1.7995859997323855,Iris-virginica
+101,6.428655654004721,2.6500625152334676,5.270619832411517,1.9073294962523497,Iris-virginica
+102,6.362648540659471,2.6317506806589197,5.1363245506813575,1.8991786671079751,Iris-virginica
+103,6.112830718784616,3.007764268834047,4.602437762626322,1.4096096491990626,Iris-versicolor
+104,5.4509745660189415,4.0082257351742,1.319788105281579,0.34456759983451113,Iris-setosa
+105,6.5597696381951724,3.180575227094079,5.584503389705189,1.9219518314130628,Iris-virginica
+106,6.7679387354208265,3.3622317370322135,5.760544166496026,2.5,Iris-virginica
+107,5.623080675618104,4.274608231906078,1.3946214425090275,0.2,Iris-setosa
+108,7.354906886361095,2.8902666135942057,6.331663668443831,1.800420565065934,Iris-virginica
+109,6.320494047146042,2.730043885711022,5.033083611546474,1.5812921099081605,Iris-virginica
+110,5.6737332517350865,4.4,1.4795241008705218,0.5263720069128665,Iris-setosa
+111,5.7487386849475826,4.4,1.511346706502603,0.41136943810868093,Iris-setosa
+112,5.236528580591661,3.458010619104192,1.4066374942652793,0.2,Iris-setosa
+113,6.025634117720103,2.7016923262728296,5.103464926204329,1.6036509799048206,Iris-versicolor
+114,6.32133376574928,2.7106967203854215,4.935454239964707,1.8068849262810756,Iris-virginica
+115,5.077833061026147,3.420570145879694,1.5043070941452075,0.2,Iris-setosa
+116,5.645052313112053,2.4990932029215838,4.958755193154547,1.998472961910793,Iris-virginica
+117,5.684948913073794,4.399998386612278,1.4985841676362321,0.3473256158186806,Iris-setosa
+118,5.206856975778278,2.7142775961968506,4.022106255825996,1.413537389918777,Iris-versicolor
+119,5.4691957862785765,2.9912031381409014,4.458185729259038,1.4960969007819092,Iris-versicolor
diff --git a/iris/tab_ddpm/1/23/test.csv b/iris/tab_ddpm/1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/23/train.csv b/iris/tab_ddpm/1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/23/val.csv b/iris/tab_ddpm/1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/24/synth.csv b/iris/tab_ddpm/1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbad19622550c1fb5c556b24549df6f24b6ad7fc
--- /dev/null
+++ b/iris/tab_ddpm/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.013393784172713,3.515443892710518,1.3504329643390707,0.2932017792272754,Iris-setosa
+1,5.220905310543642,2.7018377652884324,4.053291683575514,1.3886131604844678,Iris-versicolor
+2,6.7948955224664065,3.1639956658311474,5.67507539318965,2.2773557487051073,Iris-virginica
+3,7.699998586983075,2.7312395918356622,6.699997547133315,1.974036788576241,Iris-virginica
+4,5.340935218639856,2.9790092211524453,4.42839973607199,1.4966128344165486,Iris-versicolor
+5,4.9899795150614255,3.583565818166663,1.3911425831499202,0.2,Iris-setosa
+6,6.691608761247359,3.28880032069465,5.675156225401353,2.4999994276571096,Iris-virginica
+7,7.108450016212046,3.007039777385616,5.938431092821828,2.1112869917912747,Iris-virginica
+8,6.643338472580802,3.0397862863616423,4.357085699428224,1.4041160238465504,Iris-versicolor
+9,5.640073915316841,2.7532975248743163,4.189489855136182,1.321024672047636,Iris-versicolor
+10,5.4687802884186905,2.396019560782371,3.6824480666082082,1.0135343261768464,Iris-versicolor
+11,5.340552293318087,2.8582485057245623,4.0837335328224365,1.328873551179658,Iris-versicolor
+12,5.382841294832687,3.402312252119322,1.6982605424478412,0.2,Iris-setosa
+13,5.657827465665411,3.005019425196904,4.109272219112894,1.3190724980800963,Iris-versicolor
+14,6.303849081089214,3.4055111091721466,5.635215249208071,2.376625129589799,Iris-virginica
+15,5.603846582588558,2.9817877011395733,4.153583870203363,1.3169346545608598,Iris-versicolor
+16,6.6552293076590106,3.2922761594120713,5.659344637288651,2.0724431471060107,Iris-virginica
+17,5.468706969770321,2.403035632906869,3.819224703995883,1.032216584972302,Iris-versicolor
+18,5.153413031040536,3.445876976541593,1.430797300677968,0.2,Iris-setosa
+19,5.986983257949527,2.9847043644727043,4.871524652139939,1.7849216723391603,Iris-virginica
+20,4.590006201923451,3.612753610251547,1.0,0.2,Iris-setosa
+21,6.6651527376677775,3.2862789879877816,5.598620144810173,2.5,Iris-virginica
+22,6.399448058706916,3.219587986442356,4.526514652144789,1.500600158340711,Iris-versicolor
+23,4.592481510680638,3.370263449738688,1.4059528815331257,0.3165627443448402,Iris-setosa
+24,5.432380718802642,2.3991510002249794,3.6454469812764994,1.062874339058141,Iris-versicolor
+25,5.528137655818575,4.190179407038702,1.3935325237984322,0.2,Iris-setosa
+26,5.0038802598614325,3.2031135271789597,1.2054720082756674,0.2,Iris-setosa
+27,5.210854500829135,3.508777836304255,1.5041570242929596,0.2,Iris-setosa
+28,7.7,2.781788220641106,6.7,1.9689761830474555,Iris-virginica
+29,4.4,3.2069132531546165,1.275735601281934,0.2,Iris-setosa
+30,5.124787047388216,2.5724495441174478,3.0899871543460913,1.3121421708604641,Iris-versicolor
+31,4.8954043773125795,3.0928553556518397,1.4892949662450046,0.1,Iris-setosa
+32,6.3508453028672545,2.9120758501040815,5.551772421146376,1.797599151580878,Iris-virginica
+33,5.081541285277179,3.808494119043487,1.5874984778686958,0.2,Iris-setosa
+34,7.7,2.777821335334084,6.7,2.0056933863402233,Iris-virginica
+35,4.578255851195499,3.6636480036518253,1.0000003774769655,0.2,Iris-setosa
+36,5.496472249034637,2.3918446940238165,3.622211811890184,1.0401485292130035,Iris-versicolor
+37,5.583500550680078,4.399999032052723,1.4857331175353694,0.4608520399778354,Iris-setosa
+38,5.939447257532299,3.0123912653056504,4.204018287439261,1.528291022979688,Iris-versicolor
+39,6.010841515048754,2.682921287600061,5.087231166052456,1.6168505392717687,Iris-versicolor
+40,6.681143151092392,3.3123851215653763,5.704762019027753,2.5,Iris-virginica
+41,6.353976725316585,2.802441161976794,5.092996594631246,1.5061212125650258,Iris-virginica
+42,6.320183356670657,2.792862936739777,5.078775622017225,1.510323330238757,Iris-virginica
+43,5.48010868297299,2.4050343768578557,3.6389749023918445,0.9233074893921732,Iris-versicolor
+44,6.33594312315136,2.4951610620948084,4.862144821528562,1.5198359260179213,Iris-versicolor
+45,6.341826339835742,2.905370161089946,4.2994660144387336,1.3389159398078896,Iris-versicolor
+46,5.106715783557597,3.334499454522406,1.7294978178370184,0.3865689678677744,Iris-setosa
+47,4.615489626882356,3.598901212976054,1.0000004567977505,0.2,Iris-setosa
+48,6.317002094449927,2.899882426682524,5.578315030695269,1.7956001812996212,Iris-virginica
+49,7.699999046739126,2.7773490118846613,6.699998868219212,1.9785202524281031,Iris-virginica
+50,5.093192200748915,3.5080095245909604,1.4110597601431598,0.29711012941012843,Iris-setosa
+51,5.4342479668569315,3.899167059240002,1.3106768326616594,0.3923851588978071,Iris-setosa
+52,5.084059624194437,3.6654347793596886,1.4849768328477269,0.39917070392564824,Iris-setosa
+53,5.819898121047659,2.7124999413876827,5.093372052609805,1.905545281358793,Iris-virginica
+54,5.893838938562438,3.196686349665745,4.797697824589115,1.8093780298608502,Iris-versicolor
+55,5.8205744820081975,2.7190006130301057,5.127616140384196,1.8889075390317578,Iris-virginica
+56,5.495355989341733,2.398208493000897,3.86278232395619,1.0025215537208614,Iris-versicolor
+57,5.534512476685417,2.6696440772439742,4.183790537974083,1.26721988418168,Iris-versicolor
+58,5.992455210123773,2.2000004734991694,4.985650881759392,1.4958837593479724,Iris-virginica
+59,5.110854689884746,3.8166163310203673,2.0252067016851054,0.39710336246614714,Iris-setosa
+60,5.015189301643819,3.4947394761804866,1.3037973746326377,0.2576690004305393,Iris-setosa
+61,6.673861882078117,3.12265241927991,4.395194853260552,1.4175452214976876,Iris-versicolor
+62,5.124588433399895,2.4749109551669517,3.0017324854709475,1.09616084648826,Iris-versicolor
+63,6.386535632658214,3.2222027708779946,4.537672087506835,1.5115406975336059,Iris-versicolor
+64,4.4,3.2030576282893195,1.2874480551296124,0.2,Iris-setosa
+65,5.433748293550942,3.911551236482924,1.3093617489922056,0.37868869628789037,Iris-setosa
+66,5.107096405326484,3.3176438332295475,1.7461221905045368,0.5939808196896037,Iris-setosa
+67,5.571634224588773,2.6152204369062315,4.2637278029891075,1.2858781133372292,Iris-versicolor
+68,6.477827913643055,3.1775176592687755,4.534608192226543,1.4889343280066263,Iris-versicolor
+69,4.994631536358154,3.218775557087913,1.2276098440645402,0.2,Iris-setosa
+70,5.50059104335842,2.3893951711184265,3.7968556785266703,0.891163411199968,Iris-versicolor
+71,5.095719930415603,3.315026515972686,1.8023510886569536,0.5499364709816756,Iris-setosa
+72,5.410745492552478,3.916535024132378,1.3076526466071132,0.45446090301276787,Iris-setosa
+73,6.671761695244733,3.3074722355297506,5.615521771560501,2.5,Iris-virginica
+74,7.7,2.758717749841159,6.7,1.9925072251889353,Iris-virginica
+75,5.739137590174973,2.6785198434545956,5.09508422773117,1.9044459645473255,Iris-virginica
+76,6.384697727719828,3.106001104610669,5.4953213346182785,1.8035393606626882,Iris-virginica
+77,5.9853128383552985,3.4205702719691113,4.497000187046339,1.612521754647643,Iris-versicolor
+78,5.304312789729876,3.7829128126555385,1.3533616352388256,0.38658481877390405,Iris-setosa
+79,6.649155514184746,3.299043475344782,5.694246741363723,2.5,Iris-virginica
+80,4.910841464763862,3.014181774035288,1.4023862652764554,0.2,Iris-setosa
+81,6.873777785764768,3.2227787307459446,5.766352355106931,2.31141487510314,Iris-virginica
+82,5.091943324355943,3.7568991314175224,1.6147449499874165,0.397377541040113,Iris-setosa
+83,5.52592813464121,2.402793890660738,3.485090244087389,1.1147537353006127,Iris-versicolor
+84,5.728777685668817,2.5964984424147737,5.054840558138961,1.9435653133817685,Iris-virginica
+85,5.616581994045885,2.987403148764656,4.112428869051633,1.3228665060534275,Iris-versicolor
+86,4.777413967378875,3.3977690096818023,1.559949682118257,0.2,Iris-setosa
+87,5.185487631908658,2.6995883689873086,4.049958403242266,1.4043088400577397,Iris-versicolor
+88,5.568842521504627,3.015081396309487,4.111262056317128,1.3265967669572372,Iris-versicolor
+89,4.905630805977325,3.0141052437528297,1.372095596885112,0.2,Iris-setosa
+90,6.055443911465277,2.701469362894899,5.104338546115778,1.5872702836043993,Iris-versicolor
+91,5.416084603742778,3.8738750038869316,1.3243486244673153,0.38293450559031383,Iris-setosa
+92,6.347236449348658,2.6704712934968513,4.912996407688338,1.795048525397317,Iris-virginica
+93,5.10920663615625,3.3984676297157117,1.4981249476331366,0.2,Iris-setosa
+94,5.843385790606661,2.889332531181522,5.1058197051820455,1.824197913487199,Iris-virginica
+95,5.267265868413034,2.756947520474399,3.805143396400351,1.4231440580331907,Iris-versicolor
+96,6.640799052385531,3.277337399564313,5.662894125002086,2.5,Iris-virginica
+97,5.1307378954907605,3.7433878755764107,1.6643425228917845,0.3829276068854973,Iris-setosa
+98,5.470377154148434,2.9883610240104566,4.422285833667311,1.4768180664069694,Iris-versicolor
+99,6.626798226602151,3.2743491988381783,5.59997040021304,2.5,Iris-virginica
+100,5.222689156446221,3.49879357243935,1.5369441614967396,0.2,Iris-setosa
+101,5.921722693223177,2.200000450245165,5.06338781757611,1.483761433232816,Iris-virginica
+102,5.00885620870319,3.378935139182587,1.4949305204502084,0.2,Iris-setosa
+103,5.718951704855932,2.443619956445491,4.993209048731829,2.0167108901794557,Iris-virginica
+104,6.696357762764396,3.3085154793611493,5.711360369804662,2.4999995355873366,Iris-virginica
+105,6.6516061453796045,3.080170248100649,4.366807866450419,1.3827270361684874,Iris-versicolor
+106,7.7,2.7649720106562112,6.7,1.989008545884423,Iris-virginica
+107,5.493385009722048,2.3959098605240996,3.7049258681545947,0.9436406759784856,Iris-versicolor
+108,7.7,2.7517362465808106,6.7,2.0823081789974447,Iris-virginica
+109,5.084651292748507,3.7216604474419768,1.5733948364685237,0.38756088382117404,Iris-setosa
+110,5.0870321150241296,2.4858686243782344,3.071637952398405,0.916952043967041,Iris-versicolor
+111,5.029898393450837,3.4841223559440913,1.3210253155248912,0.29444136315946545,Iris-setosa
+112,6.657010737580898,3.3094661368255243,5.6409025996448605,2.5,Iris-virginica
+113,4.881461338981552,2.378642326308367,3.2809309444177903,1.0395178303498311,Iris-versicolor
+114,4.588981827589435,3.5986933738845823,1.0000005725069991,0.2,Iris-setosa
+115,5.506298154518757,2.6164248160847756,4.405083574286392,1.213921456657546,Iris-versicolor
+116,5.715685290864446,4.4,1.491714910379246,0.39772832559265625,Iris-setosa
+117,4.4,3.1844525293439374,1.313669901484369,0.2,Iris-setosa
+118,5.47207820967995,2.437039574188493,3.9025487247866186,1.167879750257154,Iris-versicolor
+119,5.5605774601004585,2.653754772228012,4.359503662146307,1.2706784731410217,Iris-versicolor
diff --git a/iris/tab_ddpm/1/24/test.csv b/iris/tab_ddpm/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/24/train.csv b/iris/tab_ddpm/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/24/val.csv b/iris/tab_ddpm/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/25/synth.csv b/iris/tab_ddpm/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c3aec4f987d8131bbba6c18a76a7de923b0f8cc
--- /dev/null
+++ b/iris/tab_ddpm/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.312290743508382,3.668931779444326,1.4947711443920442,0.2,Iris-setosa
+1,6.322412962959111,2.276615931500247,4.438676339999652,1.2945466352608312,Iris-versicolor
+2,4.579859346540253,3.6086698326874007,1.0,0.2,Iris-setosa
+3,7.7,2.759792754852072,6.7,1.9951421974516919,Iris-virginica
+4,5.991581105807406,2.952934495201153,4.987413856716489,1.782724370027262,Iris-virginica
+5,6.426323953125015,2.875965417828972,4.280151932415585,1.2982323180533586,Iris-versicolor
+6,7.699998732107234,2.7965917300367478,6.6999980946382935,1.983079954445731,Iris-virginica
+7,5.112842001199276,3.405834085464197,1.4628146375439166,0.2,Iris-setosa
+8,5.0988977154687545,3.850018553307232,2.0690923746660106,0.4387354046340576,Iris-setosa
+9,5.990638599762564,2.2,4.988589514132887,1.5168656339285154,Iris-virginica
+10,5.276459654903999,3.6035619945472526,1.4986393653851249,0.2,Iris-setosa
+11,6.29751304236262,2.2977893892301626,4.390475246126874,1.271118618378041,Iris-versicolor
+12,6.697075191114233,3.079623494447178,4.424841852235755,1.3943804338815493,Iris-versicolor
+13,5.688428874348233,2.474491451635388,4.999021268999868,2.0182265060374323,Iris-virginica
+14,6.319569342183113,3.377824667657696,5.649604227259433,2.393363772718831,Iris-virginica
+15,6.678524943418452,2.9987603549047233,4.9661397902645135,1.6954393515538644,Iris-versicolor
+16,6.861411610534074,3.214790954754302,5.6785524010940485,2.3123485455629966,Iris-virginica
+17,6.940834993762739,3.1943582864671627,5.7918917553998135,2.3170570026924246,Iris-virginica
+18,6.3411205635037415,2.4971475115415283,4.841314933570327,1.4610787126545017,Iris-versicolor
+19,6.742646527751894,3.2665017014538447,5.71258403245894,2.1575958779243756,Iris-virginica
+20,6.395384979567546,3.0951950930221117,5.514919232259674,1.8242098469886805,Iris-virginica
+21,6.818439782222966,3.2530247557743164,5.704216252871741,2.2306896977692694,Iris-virginica
+22,5.521120291658913,2.9594394142131497,4.088424444909326,1.2999958646720335,Iris-versicolor
+23,5.777075416777417,2.6407141845414404,5.118120140784979,1.9230069202931876,Iris-virginica
+24,4.559212618938335,3.3744769885040324,1.4019799948305782,0.3024476663660807,Iris-setosa
+25,7.7,2.793102919974019,6.7,1.9949805105626137,Iris-virginica
+26,5.341041843659225,2.9734116697631645,4.454551714571799,1.4907585100198464,Iris-versicolor
+27,5.482532999128479,2.3963693763720437,3.8454650478248844,0.9795074417550809,Iris-versicolor
+28,4.568623449045798,3.59492153903511,1.0,0.2,Iris-setosa
+29,7.7,2.7933070694625433,6.699998664461238,1.9908881522744748,Iris-virginica
+30,7.289983878833681,2.882315728477684,6.253172049760779,1.7900160967692684,Iris-virginica
+31,6.306874578025656,2.909702471149483,5.534264599079225,1.8124886107459168,Iris-virginica
+32,5.073152870550551,3.5226762110098133,1.3891402161141309,0.30693142173025223,Iris-setosa
+33,5.626586313081274,4.399998628294006,1.4901161323696879,0.5319176030072237,Iris-setosa
+34,6.297806418619092,2.2977202099433676,4.440032692267536,1.309115478695377,Iris-versicolor
+35,6.7974535724257406,3.0104444693409507,5.505186043029974,2.1149363945769184,Iris-virginica
+36,5.415312434868716,4.004771931111842,1.3256010735930537,0.3600489615824147,Iris-setosa
+37,5.121160935573375,3.3088902594912115,1.8573497009674313,0.4715487946684928,Iris-setosa
+38,6.331527950485283,2.3026395029241713,4.388154363298528,1.2913963003668087,Iris-versicolor
+39,5.782388496010552,2.698046139793072,5.0785409175510505,1.886429143378107,Iris-virginica
+40,7.7,2.74324861406582,6.7,2.006963051092951,Iris-virginica
+41,6.206512473644256,3.0672837481405706,4.453126568468258,1.4529739090395377,Iris-versicolor
+42,5.107985708679656,3.619153660952152,1.534934968245775,0.2,Iris-setosa
+43,6.333268145492962,2.510882533667231,4.914439733049435,1.5168751476875155,Iris-versicolor
+44,5.335950421134644,3.771313130695005,1.5096037198788699,0.2,Iris-setosa
+45,6.082086326248406,2.594094648930273,5.559351511755402,1.4057282695862128,Iris-virginica
+46,5.062545861880685,3.787829369109424,1.6390135277133544,0.2,Iris-setosa
+47,4.798294828511079,3.390547848289374,1.5891614781024237,0.2,Iris-setosa
+48,5.202801147661396,2.7405790126360583,4.039352382582875,1.4108704735357138,Iris-versicolor
+49,5.696896030909535,4.399999140688084,1.4910042167302624,0.4974894577835635,Iris-setosa
+50,5.084517859342492,3.819162143085616,1.6946428448328483,0.3812114841346475,Iris-setosa
+51,7.699998660975371,2.7425913997269515,6.6999981194042295,2.0047513156991945,Iris-virginica
+52,5.087507027438517,3.744505428920151,1.6370145062662713,0.36373913773843164,Iris-setosa
+53,7.699998293589296,2.7567294387428674,6.699997871001014,1.979483532150069,Iris-virginica
+54,5.035108116956135,3.378908628258161,1.4081226077260867,0.2,Iris-setosa
+55,6.681503194101826,3.2989469356222156,5.674562976870856,2.5,Iris-virginica
+56,7.7,2.7379517678796987,6.7,1.987277560969429,Iris-virginica
+57,5.59020195638972,4.2763521012269745,1.3602191816465776,0.2,Iris-setosa
+58,6.62867810109857,3.1258391447007217,4.433448124106855,1.436412269400218,Iris-versicolor
+59,5.579811707303499,4.238371895386841,1.3768800051802457,0.2,Iris-setosa
+60,5.102469062167879,3.581706518698816,1.4415750429013063,0.3567387600256169,Iris-setosa
+61,6.64556813073601,3.2865025778993475,5.598805118099056,2.499999209719375,Iris-virginica
+62,5.416281957975272,3.933959556748497,1.2771595993476121,0.39416709421026364,Iris-setosa
+63,6.351048818795775,3.1782308558191863,4.481775559177332,1.5087824769029106,Iris-versicolor
+64,6.614788143957977,3.2815212190203673,5.574630707511231,2.499999388197169,Iris-virginica
+65,6.677460553082658,3.3133758295230824,5.775879151382731,2.4999993434859586,Iris-virginica
+66,6.385484903344138,3.0962970295958145,5.501255852872118,1.803540416924621,Iris-virginica
+67,4.629579212670893,3.600188857019918,1.0000004567783305,0.2,Iris-setosa
+68,6.783835654173701,3.2920807079348666,5.678809084102545,2.499999526303942,Iris-virginica
+69,6.303398691413284,2.5073600185110343,4.995533042097754,1.879205343235024,Iris-virginica
+70,5.667074256076036,4.399998635661905,1.4870918522476975,0.39585537157149053,Iris-setosa
+71,6.709125742823468,3.0896289816533837,4.379578446276903,1.406339999068492,Iris-versicolor
+72,5.13616155026118,3.3181632155174805,1.9401075806084744,0.5719480260487835,Iris-setosa
+73,5.416846443616365,3.902044212969292,1.6879123575949642,0.38951276767838405,Iris-setosa
+74,4.8679875091711775,3.078044513650042,1.4976921938584542,0.10000012537827965,Iris-setosa
+75,6.290340428154715,2.480492482968266,4.893598421056671,1.4984989611332273,Iris-versicolor
+76,5.2311307641358225,3.474625577814637,1.4008249123823469,0.2,Iris-setosa
+77,6.689773317173257,3.309421771001894,5.757107352299504,2.0586169142932422,Iris-virginica
+78,6.371845849690491,2.8140858551966845,5.421608422498707,1.8452604079248316,Iris-virginica
+79,6.409684510125375,3.2003011628116838,4.530090134413671,1.4980596935181627,Iris-versicolor
+80,6.280282434367033,2.4989824102422586,4.891316024669568,1.49968756896256,Iris-versicolor
+81,6.656845802543583,3.2943629794650815,5.703175368003588,2.5,Iris-virginica
+82,6.333746404215107,2.5029414135862385,4.989957002158788,1.8990160295785816,Iris-virginica
+83,4.90132124884951,2.377630069109461,3.2506886444735033,0.9517519333427082,Iris-versicolor
+84,6.655003357957938,3.2969900173087785,5.732464901424144,2.4999993517179644,Iris-virginica
+85,6.411269007483357,2.907643026572367,4.266298718977868,1.3196058707128342,Iris-versicolor
+86,5.980064095900439,3.40290880149087,4.5263176544035995,1.6303009602478522,Iris-versicolor
+87,5.099039703867615,3.38389900827782,1.4990953170956351,0.2,Iris-setosa
+88,6.408843375438573,3.0517668890020664,5.485565905691588,1.826682787125961,Iris-virginica
+89,6.947235169505047,3.175541346382536,5.645124812823653,2.2579145076336227,Iris-virginica
+90,5.979655738073926,3.3665213391392865,4.604911770666973,1.6293137301083616,Iris-versicolor
+91,5.106712453504148,3.7675543132410723,1.6753440531295736,0.5104842274049407,Iris-setosa
+92,7.7,2.776352148868637,6.7,1.99179331036345,Iris-virginica
+93,5.439216331564373,3.912179955541389,1.3356503543857148,0.35337267279283324,Iris-setosa
+94,7.7,2.7768561097769515,6.699998948008647,1.9919334512512354,Iris-virginica
+95,5.68313395604691,4.4,1.4606441213984689,0.3600623706457765,Iris-setosa
+96,5.418704005812013,3.845784201210434,1.7773098123649487,0.37926317661472797,Iris-setosa
+97,4.606368619693708,3.247805686248518,1.402451656204945,0.2,Iris-setosa
+98,5.8531406899200435,2.9858672707755733,5.092975477746141,1.817263772806468,Iris-virginica
+99,5.239834064024378,3.603512938732997,1.5226755806319554,0.2,Iris-setosa
+100,6.691498072314287,3.3231524379352266,5.60785324506458,2.5,Iris-virginica
+101,5.444102461178732,2.9997112511623722,4.470808734470715,1.5104622785871944,Iris-versicolor
+102,5.506529912403469,2.4039668879279312,3.7638694094670093,1.041106401365547,Iris-versicolor
+103,5.998617288568067,2.730378630995409,5.090158171719929,1.5979564607893468,Iris-versicolor
+104,5.485134347817714,4.193085523066305,1.3828599852650343,0.2,Iris-setosa
+105,5.927477049043051,2.200000380811636,4.983184236937571,1.4799737900199215,Iris-virginica
+106,5.1012511348133,3.7971202436261837,1.73088775819779,0.3745352307008214,Iris-setosa
+107,5.001708125984804,3.30867019068523,1.4095999526802492,0.2,Iris-setosa
+108,5.177617514709027,3.455383903288337,1.4963485820661173,0.2,Iris-setosa
+109,5.685875450102452,4.4,1.4669796504106216,0.5134787843908204,Iris-setosa
+110,5.187051965185587,3.4450224780304963,1.4274512797382095,0.2,Iris-setosa
+111,5.341309202377192,3.6634310862599966,1.4967842956121393,0.2,Iris-setosa
+112,5.577764740371465,3.0014170189038585,4.511907262896142,1.5023953093681217,Iris-versicolor
+113,5.749756345788278,2.5368033688517415,5.029906624739065,1.9828770048504194,Iris-virginica
+114,6.284687720404855,2.867481894791627,5.589592051777192,1.805186663893007,Iris-virginica
+115,6.709617055774315,2.9825572667887936,4.99609029878811,1.7168126161798665,Iris-versicolor
+116,5.0505301770032425,2.4587338671064978,3.0863213475571807,1.0594898516021303,Iris-versicolor
+117,5.235615069048864,2.7378954862144087,4.070243186752452,1.4060970502129613,Iris-versicolor
+118,5.523752683216703,2.99284047575897,4.343622926847032,1.4249241413606801,Iris-versicolor
+119,5.8889820888870705,2.9997815536879653,5.063395265155532,1.7994124215594471,Iris-virginica
diff --git a/iris/tab_ddpm/1/25/test.csv b/iris/tab_ddpm/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/25/train.csv b/iris/tab_ddpm/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/25/val.csv b/iris/tab_ddpm/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/26/synth.csv b/iris/tab_ddpm/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f046ac51c9274356d21f4d838a125952f5ba8af
--- /dev/null
+++ b/iris/tab_ddpm/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5106565705485115,2.402778689537553,3.5704227102066453,1.0329889813391708,Iris-versicolor
+1,6.676480035947516,3.3220525955013773,5.71971544838964,2.1217514814925003,Iris-virginica
+2,5.396895294525456,2.9822964941563694,4.475630326102109,1.495686341033104,Iris-versicolor
+3,4.591047107309851,3.192348137933691,1.4021308422022276,0.2,Iris-setosa
+4,6.415336233289896,3.370660613799581,5.6497499774350155,2.3916536009823757,Iris-virginica
+5,6.636017615003632,3.3038853857246804,5.6911631416685,2.4999993934286175,Iris-virginica
+6,6.917865216028444,3.20748440543454,5.6946719832229284,2.3052484720626656,Iris-virginica
+7,4.400000591843019,3.1663004026246626,1.3323994499377854,0.2,Iris-setosa
+8,6.309893996840605,3.4164082009549848,5.74132010786003,2.3858569621775976,Iris-virginica
+9,5.1069911365239395,3.7040931725409743,1.5380730292324147,0.39567785445516657,Iris-setosa
+10,5.09850231832222,3.311739727402225,1.6797276405474268,0.4789250002357013,Iris-setosa
+11,6.274673697817699,2.3016448051060383,4.359350808272552,1.3097394260416806,Iris-versicolor
+12,5.090049223008492,3.700247877334285,1.5080351261734464,0.38419297974992195,Iris-setosa
+13,4.954255642715077,2.420191920899716,3.4273561051300185,1.070203816681556,Iris-versicolor
+14,5.244075807089552,3.5689340751991727,1.5010730148071334,0.2,Iris-setosa
+15,5.60850093059787,4.242481896820474,1.3691766851502891,0.2,Iris-setosa
+16,5.108334293783519,3.5986240797840794,1.4571565691694965,0.3602116182060708,Iris-setosa
+17,4.831562158936269,3.3882048374207008,1.5960773392799095,0.2,Iris-setosa
+18,5.239859495421615,2.8207849920396533,4.067458412311881,1.4456939743038302,Iris-versicolor
+19,4.801308051171639,3.3957456298299316,1.621943188854176,0.2,Iris-setosa
+20,6.003887628553537,2.9945686972205294,4.706687635171506,1.784422234764865,Iris-virginica
+21,5.618766837651197,4.399999180623634,1.493950525860657,0.4613659190807181,Iris-setosa
+22,5.057797096615324,3.493498745610848,1.3116000987289633,0.28206921091385795,Iris-setosa
+23,6.421902432660173,3.1099113634398905,5.492690540149551,1.8150099849820636,Iris-virginica
+24,6.498920626220891,2.9529507415353264,4.351806593018689,1.3494723384250562,Iris-versicolor
+25,6.851612250909305,3.229997266938589,5.714710478887281,2.32313424360219,Iris-virginica
+26,6.265655132003153,2.300863427833161,4.332861737624422,1.3006323197935112,Iris-versicolor
+27,4.574940351155144,3.1974269829232562,1.4049471231551391,0.2,Iris-setosa
+28,5.451117142071513,3.906256352785628,1.2890707113381974,0.3668585549389326,Iris-setosa
+29,4.59486740859683,3.6068274651674805,1.0,0.2,Iris-setosa
+30,6.308100820121317,2.541770908237307,4.917888876735787,1.498806923658192,Iris-versicolor
+31,6.215012641118626,2.6253920458393836,5.410975591536556,1.471388409799369,Iris-virginica
+32,5.684440154998343,4.4,1.488169038105005,0.7090189960220876,Iris-setosa
+33,5.080777397228736,3.3258713771811186,1.3660682186020718,0.2,Iris-setosa
+34,6.3705331846678055,2.86946174254363,4.310400729598649,1.2894007533489817,Iris-versicolor
+35,6.080275457317462,2.5830909336258143,5.5706077395377624,1.3970605914638767,Iris-virginica
+36,4.59776447958658,3.6484525814259787,1.0,0.2,Iris-setosa
+37,5.82105270331668,2.8178025827366207,5.12432921898404,2.406140657594048,Iris-virginica
+38,5.432144825050875,3.9091530601463615,1.2789274491142237,0.38119534111982745,Iris-setosa
+39,7.7,2.823299239642293,6.699998918101155,2.0385851006550872,Iris-virginica
+40,6.840392029188512,3.235098181387651,5.700400562734464,2.273851390985023,Iris-virginica
+41,5.94160350239751,2.2,4.995378423743895,1.4753328298318737,Iris-virginica
+42,5.006444199887973,3.506654172171095,1.3278086077946667,0.30825890484000124,Iris-setosa
+43,6.2841826235004525,2.7412834902222705,5.051612367642353,1.462052228154972,Iris-virginica
+44,6.294950114531838,2.7722665919973797,5.086467065720965,1.4916094365426162,Iris-virginica
+45,5.535089036923663,4.239439597900985,1.3623886261479772,0.2,Iris-setosa
+46,5.692740168952316,2.50599967752332,5.001540539224392,1.9707665836186672,Iris-virginica
+47,5.133156463926649,3.3588289976814996,1.3890423759045203,0.2,Iris-setosa
+48,5.993478930425381,3.420140172199589,4.527104679953877,1.643784402141286,Iris-versicolor
+49,6.624525159751668,3.324513616798873,5.759132201237671,2.5,Iris-virginica
+50,6.767340360922863,3.306790307022267,5.736183845653533,2.5,Iris-virginica
+51,4.913153020099443,2.4077372566320054,3.3895293652414633,1.0426533405472558,Iris-versicolor
+52,6.267411172753564,2.446624408873715,4.781365873599953,1.4632057796647664,Iris-versicolor
+53,6.4416441417248835,2.9012895645699186,4.285673231988247,1.295319655273688,Iris-versicolor
+54,4.851792445704071,2.3818158497438997,3.3671202388306476,1.0561060274409086,Iris-versicolor
+55,4.4,3.2045305772298636,1.2831256603737513,0.2,Iris-setosa
+56,5.5024496818769695,4.399998810008425,1.5051441942575834,0.5072412892278912,Iris-setosa
+57,5.531110842331279,2.6479325844813384,4.286879246972063,1.2639331449503213,Iris-versicolor
+58,7.7,2.710966229382884,6.7,2.0305115320272926,Iris-virginica
+59,5.49472443958456,2.383419936785907,3.5326313628146035,0.9523874243660969,Iris-versicolor
+60,5.585669084022753,4.4,1.466724599574131,0.42044611193928905,Iris-setosa
+61,6.7280267258573945,3.2816132033565446,5.632660507881535,2.5,Iris-virginica
+62,6.394067776753584,3.193038248605736,4.537647727758634,1.504838524965652,Iris-versicolor
+63,7.269206976693323,2.9179470669416463,6.2011070659890475,1.8384458500908183,Iris-virginica
+64,4.875944930610172,2.3927827330615674,3.266971247730706,0.8083280403135935,Iris-versicolor
+65,6.3740751469694805,2.6624242702087817,5.215229149949041,1.9047414869816666,Iris-virginica
+66,6.384196630343999,3.1059205148413476,5.493195875484245,1.8127192397230505,Iris-virginica
+67,4.610796229669047,3.210909085176795,1.4010627061638008,0.2,Iris-setosa
+68,4.789325819258924,2.381108455445919,3.410932434759208,0.9567339220578712,Iris-versicolor
+69,6.292508701269331,2.922387009151392,5.5640941899242105,1.8012743088882095,Iris-virginica
+70,6.773400068504645,2.998626786617516,5.489270337072592,2.0721734596727406,Iris-virginica
+71,5.610720915339943,4.399999133058401,1.4718708428231546,0.7571590922517079,Iris-setosa
+72,6.675919720650245,3.002992216025101,4.988681847995284,1.7350073095284086,Iris-versicolor
+73,6.001932374135451,3.427830887425044,4.521746804992499,1.6142690669144928,Iris-versicolor
+74,5.679413571560184,4.4,1.4965141750875743,0.3970583677379136,Iris-setosa
+75,4.999852690975903,3.190679261810541,1.2127101727658327,0.2,Iris-setosa
+76,5.11978399995397,3.4590318275793845,1.5051425153983289,0.2,Iris-setosa
+77,5.583731518958009,2.9819738784908125,4.09493628375187,1.3124436604280274,Iris-versicolor
+78,4.579437400378382,3.3850809879662997,1.4043091653617419,0.27688499541574796,Iris-setosa
+79,4.861660682335427,3.108964511578066,1.5022816701540815,0.10000010253111548,Iris-setosa
+80,7.7,2.7779659143136914,6.7,2.024923789747202,Iris-virginica
+81,5.005497842283369,3.6003553000654867,1.4067373324452963,0.2,Iris-setosa
+82,4.893829865549318,3.0960424826856294,1.4912148868296775,0.10000013394146227,Iris-setosa
+83,5.1103676157581575,3.7484727386206846,1.510661904052838,0.46929518216256416,Iris-setosa
+84,5.610277752036885,4.226472790886181,1.3770499695136649,0.2,Iris-setosa
+85,7.7,2.7567164378339233,6.7,1.9971837232695586,Iris-virginica
+86,6.325563835873131,2.776587803167298,5.0866451034946145,1.496947821258882,Iris-virginica
+87,6.297005748994431,2.3001468129214877,4.433147723721281,1.2950567561432542,Iris-versicolor
+88,5.653535975769811,4.399998967039691,1.5131296267934455,0.47762297753010136,Iris-setosa
+89,5.674142461099432,2.5444245924833,5.012256468316249,1.9745570121826646,Iris-virginica
+90,6.638124119853178,3.2943386322681185,5.734421020702508,2.5,Iris-virginica
+91,4.889329172247229,3.07617202247522,1.4921694431542614,0.1,Iris-setosa
+92,7.7,2.7066026211692646,6.699998946363035,2.0017166381752425,Iris-virginica
+93,4.99956920559778,2.4493865579109704,3.1091523468914213,1.0674107609070664,Iris-versicolor
+94,7.7,2.7342036831239227,6.7,1.980490955634142,Iris-virginica
+95,5.745395346707516,2.763112009831705,5.117228798012424,2.4001346145936764,Iris-virginica
+96,6.307353250497756,2.7756355735990863,5.093070320645156,1.514041594355119,Iris-virginica
+97,5.617226541655084,2.9984801825766008,4.149248476060887,1.3093415664945438,Iris-versicolor
+98,5.179724271023392,2.634165104517403,3.958277613491034,1.3455766307952683,Iris-versicolor
+99,7.7,2.7379139265484076,6.7,1.9946225611516872,Iris-virginica
+100,6.28622049758142,2.787279449277554,5.083046731821399,1.4959999344795252,Iris-virginica
+101,4.40000058589964,2.8796383164957615,1.4038118019422712,0.2,Iris-setosa
+102,6.257010197738917,2.853051552031503,5.6303528739022415,1.803478559475689,Iris-virginica
+103,7.7,2.7529001015071435,6.699998841256917,2.016940221512821,Iris-virginica
+104,6.2977267182483745,2.5099821617882725,4.911119704507923,1.4939200296741224,Iris-versicolor
+105,6.629047922667301,3.3328981712237686,5.669302777724348,2.4999995339529786,Iris-virginica
+106,6.04383487994535,2.683464552138441,5.083909504178141,1.5668413504323426,Iris-versicolor
+107,4.8733000198746455,3.0836366927369925,1.4957669516589973,0.1,Iris-setosa
+108,5.88619392348741,2.9983582723713487,5.086899725211497,1.7743456695011501,Iris-virginica
+109,5.292076012355416,3.606706187578034,1.523896041965687,0.2,Iris-setosa
+110,5.109412217754474,3.7300524922953096,1.613155076163211,0.3933256646943579,Iris-setosa
+111,6.371896605418613,3.1922245817608284,4.493487918823365,1.4849213692967196,Iris-versicolor
+112,6.281345396603235,2.309060367795748,4.4165727425683095,1.2793262608778866,Iris-versicolor
+113,5.9850716116348925,3.415103481642713,4.4486763062849874,1.622078957822387,Iris-versicolor
+114,6.324896226430902,2.903711128646858,5.605829376756768,1.8104677710546662,Iris-virginica
+115,5.063123453677451,3.3287063977733715,1.390695762137263,0.2,Iris-setosa
+116,6.613279893020608,3.3181067702194684,5.67623140367752,2.5,Iris-virginica
+117,5.053348510311385,2.4654220216161136,3.2380038613388917,1.0910499208216686,Iris-versicolor
+118,4.991024047247599,2.4520146674162566,2.9410162234811614,1.0086761023367057,Iris-versicolor
+119,5.074911907997911,3.7414094001823184,1.5913459568248103,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/26/test.csv b/iris/tab_ddpm/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/26/train.csv b/iris/tab_ddpm/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/26/val.csv b/iris/tab_ddpm/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/27/synth.csv b/iris/tab_ddpm/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..818d749443f45cc0f36d7a37c6d009c05a576d07
--- /dev/null
+++ b/iris/tab_ddpm/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699998032339721,2.7743247898074586,6.6999987326126655,1.9649271763048848,Iris-virginica
+1,4.869425428064149,3.027876531120666,1.4047153790136413,0.2,Iris-setosa
+2,5.247662952695136,3.58877107339049,1.5037961525870112,0.2,Iris-setosa
+3,5.620742042309222,2.9934175655682584,4.104862485595445,1.3179875406333297,Iris-versicolor
+4,4.910251964878905,3.089546238698099,1.4971415228803255,0.1,Iris-setosa
+5,7.129976924629887,2.991183299728934,5.932924631605675,2.078179033173733,Iris-virginica
+6,4.598992688598362,3.2367178434747736,1.3947748336580141,0.2,Iris-setosa
+7,6.282865729380172,2.2987315630684506,4.443539640710357,1.3015833209858723,Iris-versicolor
+8,5.071716461010508,3.52749947264592,1.415328366726372,0.3004307187894634,Iris-setosa
+9,4.865482303385558,3.090460872537899,1.49670174664812,0.1000000901518948,Iris-setosa
+10,5.647761628868721,4.4,1.486346612360939,0.5754557576865257,Iris-setosa
+11,4.59876325463153,3.6536504453218397,1.0000004459828813,0.2,Iris-setosa
+12,5.461429580776397,2.9923842852223186,4.518533999375645,1.4875095778157803,Iris-versicolor
+13,5.672664001083126,4.4,1.489814469018527,0.40486895941915063,Iris-setosa
+14,6.339329310327038,2.3387902872154953,4.441349846434895,1.3186925622221526,Iris-versicolor
+15,6.276517263385618,3.3894663100057176,5.708603504964401,2.3977474225114412,Iris-virginica
+16,6.31990216321536,2.4993263011961133,4.9614174288378505,1.9002129563218664,Iris-virginica
+17,5.996606191780234,3.420559426579053,4.498525883387097,1.6460177946232561,Iris-versicolor
+18,4.4,3.171193626024198,1.334914010766845,0.2,Iris-setosa
+19,5.09275950700286,3.7371067432339498,1.5901820924151207,0.3808148740705195,Iris-setosa
+20,5.0872550126292015,3.833216433995009,1.6225200252033254,0.2,Iris-setosa
+21,6.390343927351148,2.6282536763166204,5.175284442743394,1.9122808065170953,Iris-virginica
+22,5.295212145699515,3.660963486416231,1.532471385971264,0.2,Iris-setosa
+23,5.928046114701161,3.2847079549845537,4.654115297033416,1.7226145833463808,Iris-versicolor
+24,5.891116831163141,3.2343386015779267,4.723869393598275,1.8194824520051056,Iris-versicolor
+25,6.001859728589276,2.2000003294571258,5.009444471913599,1.48205395410087,Iris-virginica
+26,5.642545775962324,2.9968549942318488,4.122804100187088,1.3059784511992854,Iris-versicolor
+27,4.8555906033963785,2.399730567732921,3.3841779387270554,1.0318653678215346,Iris-versicolor
+28,5.625287194345338,3.002153680287034,4.132326352305469,1.2832055094457373,Iris-versicolor
+29,6.698184431965427,3.300327402620238,5.739357330808628,2.5,Iris-virginica
+30,7.6999989596761305,2.803851828240353,6.699998484625879,1.9835596146886456,Iris-virginica
+31,7.7,2.7898400516759163,6.7,2.0504536916793157,Iris-virginica
+32,5.552227004735213,2.9616358744427815,4.073514248187287,1.31416064908772,Iris-versicolor
+33,4.610826444015007,3.4181907734477397,1.402152682527565,0.3087511211539662,Iris-setosa
+34,5.091495354851433,3.829394618716234,1.605887686834166,0.2,Iris-setosa
+35,5.588163650076546,4.247442797863021,1.3763479229829805,0.2,Iris-setosa
+36,5.499152946143682,2.9857796609676837,4.14444387071633,1.3154935368811453,Iris-versicolor
+37,5.507728534951221,2.600681043347213,4.407424589119078,1.1041276215002864,Iris-versicolor
+38,6.363997310675106,3.4126707422378026,5.632663546530399,2.3878638645301478,Iris-virginica
+39,6.650820701636518,2.9943225778647213,4.888456097632192,1.6085052178015755,Iris-versicolor
+40,5.098456942156832,3.424234200289141,1.5137157066548836,0.2,Iris-setosa
+41,5.903384558639166,3.226338528681892,4.822294507906335,1.8056761608844474,Iris-versicolor
+42,5.581400400290127,4.4,1.4819119927018558,0.45191442119452685,Iris-setosa
+43,6.29524435167338,2.622007605137654,4.9388621517173865,1.8379567629329017,Iris-virginica
+44,4.558573829238846,3.343683784868113,1.357751001664183,0.24774110424341234,Iris-setosa
+45,5.981287088298779,3.441451510608944,4.440995064791119,1.5875311756129284,Iris-versicolor
+46,7.699999016268129,2.7752680509225156,6.699998594864443,1.9973893222449484,Iris-virginica
+47,6.011558761525952,2.69612140237419,5.086824513844517,1.5941535588087992,Iris-versicolor
+48,5.100098088523727,3.692290449482467,1.4820902805531424,0.41988290931372046,Iris-setosa
+49,7.7,2.7582071945659763,6.7,1.9984031190873934,Iris-virginica
+50,5.640147291424989,4.262382009257595,1.3667874905668538,0.2,Iris-setosa
+51,6.953131584803245,3.0088185920561132,5.592084019733995,2.1219280579553494,Iris-virginica
+52,5.053130010402475,2.473631821733536,2.942342474217308,1.0868761089815409,Iris-versicolor
+53,7.7,2.7602570265307556,6.7,2.0229392495491,Iris-virginica
+54,4.777168851544207,3.3981255532458263,1.598019787520417,0.2,Iris-setosa
+55,6.6109170059453914,3.3284597102786107,5.667999491254086,2.5,Iris-virginica
+56,5.018506702069787,3.299873185368406,1.4040756126714071,0.2,Iris-setosa
+57,5.144124816702344,3.487239946762131,1.4001264214376348,0.29181164402933946,Iris-setosa
+58,4.588603830429809,3.6306723788075237,1.0,0.2,Iris-setosa
+59,6.465405785149126,3.0423270279756305,5.484507080560967,1.810476724068181,Iris-virginica
+60,6.43287450363311,3.06180504240883,5.504246291704801,1.8079320312201852,Iris-virginica
+61,7.7,2.7218215296032304,6.7,1.976940979456829,Iris-virginica
+62,6.676088587574459,3.106842028434375,4.344770282028954,1.3977554338228075,Iris-versicolor
+63,5.552867358864722,4.4,1.4741620976114902,0.3740180680153663,Iris-setosa
+64,5.446360170326492,3.3805848022493183,1.7922329669503527,0.2,Iris-setosa
+65,6.665808182890037,3.2983421860253137,5.649819882894959,2.5,Iris-virginica
+66,6.399161119709514,2.6831223689811043,5.234396845513515,1.9055025194092439,Iris-virginica
+67,7.301625776159341,2.900929574727873,6.280211295686415,1.79370098289488,Iris-virginica
+68,4.994106332000032,3.2090644713699734,1.20032574360754,0.2,Iris-setosa
+69,5.133487714804795,3.697308561744716,1.4652808250703833,0.36667646830248635,Iris-setosa
+70,6.383820099095922,3.210795373097809,4.532853124500599,1.4972498595933914,Iris-versicolor
+71,5.451024372424133,4.1012832977527545,1.4002787629782456,0.2,Iris-setosa
+72,5.178751806427922,2.683842039065623,3.894359058427016,1.3935710011906528,Iris-versicolor
+73,5.776628553530194,2.801546541630159,5.101697943565584,2.395654065942603,Iris-virginica
+74,5.797157786371365,2.6844228201941385,5.122565551399927,1.9041283594876028,Iris-virginica
+75,6.29007951511653,3.4170792384023594,5.6543028768468675,2.367876836029848,Iris-virginica
+76,7.7,2.7844899139219295,6.7,1.9766418590018797,Iris-virginica
+77,5.410700680233433,3.926208049910328,1.8367455257518883,0.4539903703723785,Iris-setosa
+78,6.417728112956709,2.7601512749154797,5.34069717132469,1.8797601551957597,Iris-virginica
+79,4.7701972285062535,3.450168050102935,1.4903506531873143,0.3007555373849141,Iris-setosa
+80,5.8349397474915,4.399999284025808,1.4935418820645596,0.3755531700228294,Iris-setosa
+81,5.930579098760184,2.9826596520936364,4.416364453931575,1.3323333020259718,Iris-versicolor
+82,5.531459704552619,2.612465288619172,4.349731986554734,1.2620374103054008,Iris-versicolor
+83,5.577293347906902,4.39999899600956,1.4750583652679707,0.3804151085141839,Iris-setosa
+84,5.598794065773289,4.266681219056686,1.3737539839326909,0.2,Iris-setosa
+85,5.6859341909683385,2.8102228517419725,4.202694982935813,1.3079805818158834,Iris-versicolor
+86,6.617066759430525,3.2927711730592812,5.867241520398929,2.499999397550683,Iris-virginica
+87,4.979810341897239,3.260509648843013,1.3223908108803657,0.2,Iris-setosa
+88,4.771883788765393,3.419027318511899,1.5877695246627037,0.2,Iris-setosa
+89,6.291504331294282,2.7599998440403217,4.217680665421291,1.2759371954209544,Iris-versicolor
+90,6.764651185721111,3.290970031608292,5.710748798306858,2.5,Iris-virginica
+91,6.66950733047547,3.290422669570386,5.666585663764718,2.4999985601708543,Iris-virginica
+92,6.321953026663828,2.6152879006017065,4.858449854995946,1.480872607903156,Iris-versicolor
+93,5.863914831726105,3.003243831340263,5.08883041600154,1.7914692916360944,Iris-virginica
+94,4.582515025595959,3.5559636573022324,1.0000009841478543,0.2,Iris-setosa
+95,4.619123059160229,3.3965298894549,1.4035433936182247,0.30314765939897464,Iris-setosa
+96,6.291454895285624,2.3004604060362523,4.377457953390456,1.3021769411661266,Iris-versicolor
+97,7.6999987615871,2.747455816020924,6.699998140909007,1.9560714637456225,Iris-virginica
+98,5.057444012291918,3.3751041411272578,1.4924620826399513,0.2,Iris-setosa
+99,5.3373411638474675,3.7533271354000437,1.5133423144606217,0.2,Iris-setosa
+100,7.7,2.7554057609449507,6.7,1.9806057237938752,Iris-virginica
+101,5.62364387390565,2.9939874187619626,4.063852607767635,1.3046756451675374,Iris-versicolor
+102,6.367006807643119,2.881459310764879,4.2621288306355485,1.2946180489963126,Iris-versicolor
+103,5.013905590248138,3.5995447693766582,1.4034964370312322,0.2,Iris-setosa
+104,6.350732871325777,2.5054783639049827,5.00926417327646,1.8865418420001439,Iris-virginica
+105,6.688194346865706,3.3480586567707538,5.73409171832299,2.5,Iris-virginica
+106,5.653661268585259,4.4,1.494102471427413,0.48785327524622446,Iris-setosa
+107,5.1347611102922075,3.520817473792073,1.4103974911736035,0.2,Iris-setosa
+108,6.327000839379725,2.5142846251414968,4.8891238481480865,1.4932578750780987,Iris-versicolor
+109,5.095463890990402,3.3152773559788766,1.8943750089097326,0.5264789427836158,Iris-setosa
+110,6.390776787710798,2.69888081806718,5.341244227535232,1.8987841652956363,Iris-virginica
+111,5.644845745292284,4.2976895230912655,1.3858639101746477,0.2,Iris-setosa
+112,6.462034654353843,3.0192413909574256,5.504957041822135,1.7870337244550725,Iris-virginica
+113,5.671471398202488,4.4,1.495285898329373,0.39120803177225705,Iris-setosa
+114,4.59867363368254,3.1906544567876627,1.4078454071449726,0.2,Iris-setosa
+115,4.9808483856457055,2.4328581936517715,3.3487199788328406,1.0442010797017518,Iris-versicolor
+116,6.29115432540354,2.3036014396919144,4.402643963270588,1.2890340314916688,Iris-versicolor
+117,5.4220447811827,3.4013843142706564,1.6979065946454166,0.2,Iris-setosa
+118,6.32997246214487,2.506923296930283,4.853685002012453,1.5123546684417861,Iris-versicolor
+119,5.032622472433318,3.494648107168397,1.367562056717929,0.31523950883771534,Iris-setosa
diff --git a/iris/tab_ddpm/1/27/test.csv b/iris/tab_ddpm/1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/27/train.csv b/iris/tab_ddpm/1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/27/val.csv b/iris/tab_ddpm/1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/28/synth.csv b/iris/tab_ddpm/1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b833a4daed9c8d056a6c661bb7623e1aac0ca1e8
--- /dev/null
+++ b/iris/tab_ddpm/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.610424510089528,4.242598772290597,1.3947718862283915,0.2,Iris-setosa
+1,6.147996303788855,2.9972149335025353,4.567791231581272,1.4117657334224598,Iris-versicolor
+2,5.891855629399496,3.0025875744998385,5.058552155196191,1.7917750026023171,Iris-virginica
+3,5.084209860111937,3.4023620754934876,1.457521443395646,0.2,Iris-setosa
+4,5.664657957493058,4.399999234041833,1.4723114612779196,0.39639742051136984,Iris-setosa
+5,6.339371044949813,2.310643539601274,4.328737807126672,1.301007740986463,Iris-versicolor
+6,5.152048288279323,3.3832487527530537,1.4397807056058645,0.2,Iris-setosa
+7,6.499208038039185,3.0193728939734226,5.484850108950505,1.7854025871974954,Iris-virginica
+8,5.999690453895686,3.3912440055312914,4.541624310927605,1.6193627005390063,Iris-versicolor
+9,5.4948313398597,2.5519625507671235,4.3183996710684,1.1410255937553089,Iris-versicolor
+10,5.897752676838662,3.199052607435691,4.862258491113223,1.807313400705097,Iris-versicolor
+11,5.571445720576208,4.241197182514417,1.3901013916715745,0.2,Iris-setosa
+12,6.812447107448978,3.323467990357455,5.662102787986558,2.5,Iris-virginica
+13,6.696752543269328,3.3393515187034772,5.6859150598108545,2.5,Iris-virginica
+14,6.0160803135193754,3.4085080566532326,4.528931071381416,1.6341620747366448,Iris-versicolor
+15,6.014760314781767,2.995634176275997,4.845863422530428,1.7954300472981195,Iris-virginica
+16,4.82876612607477,3.4199706816982673,1.5964849088209563,0.2,Iris-setosa
+17,4.990547051761026,2.4378104887720777,3.5476381932599135,1.0665420179815195,Iris-versicolor
+18,6.26160340214224,2.7297472043975217,5.227859490926759,1.4531433516590067,Iris-virginica
+19,7.7,2.810459569373787,6.6999989936529785,1.9921519439669368,Iris-virginica
+20,6.0207211768187,2.2,4.969528537181983,1.450747898865735,Iris-virginica
+21,7.7,2.7760137760749717,6.7,1.9604537830754245,Iris-virginica
+22,7.230750210393662,2.9484722323698955,6.140311437381145,1.9326420523459504,Iris-virginica
+23,7.7,2.7305220415197087,6.7,1.9935457620512718,Iris-virginica
+24,5.465822972010525,2.996177571732203,4.55630159166627,1.4947970164311108,Iris-versicolor
+25,6.64406334734267,3.317066153797979,5.650218457500037,2.5,Iris-virginica
+26,5.144709551131102,3.4718207849709,1.444024752064781,0.2,Iris-setosa
+27,5.489717097580799,2.396971962173128,3.772539909302358,0.9144475625880987,Iris-versicolor
+28,5.829086822280217,2.4961994324872454,5.003970047167739,1.9899183560649756,Iris-virginica
+29,6.296867650767049,3.4091983406154247,5.6507124795982095,2.39411340277593,Iris-virginica
+30,6.345554027816521,2.511068845863036,4.916337892669488,1.5046440042194265,Iris-versicolor
+31,4.613101502683442,3.5789904762941203,1.0000010550492942,0.2,Iris-setosa
+32,7.217551948449076,2.9063530578476158,6.184455507307185,1.837340409431683,Iris-virginica
+33,6.485846620435784,3.019483138467138,5.465179852344165,1.7668446230130743,Iris-virginica
+34,5.676631351326231,2.3843373338981304,3.7162063884758947,0.9938118260943122,Iris-versicolor
+35,5.0927625466602775,3.811348662674476,1.6667908873856834,0.41259867975920017,Iris-setosa
+36,5.690953417855654,4.4,1.4863223952609994,0.6550761347203026,Iris-setosa
+37,5.309899438844644,3.6116427769844646,1.5019194272856256,0.2,Iris-setosa
+38,5.516443414587165,2.992575130405577,4.139316618910485,1.310460401649342,Iris-versicolor
+39,6.298623608291939,2.695863532022275,4.905063142289787,1.8023560749526133,Iris-virginica
+40,6.005900596364783,2.704874551289918,5.134581759258239,1.6270527985405703,Iris-versicolor
+41,5.786861963957147,2.9870458237003445,4.214791397229741,1.4963739486023115,Iris-versicolor
+42,6.435595615716757,2.9000310114771355,4.270571644791425,1.3364902872056037,Iris-versicolor
+43,5.582292526531618,4.234433399151182,1.3662343254852816,0.2,Iris-setosa
+44,5.211693267256361,3.396327188893994,1.3938580019732352,0.2,Iris-setosa
+45,4.62691791566028,3.604007554012151,1.0000004351859528,0.2,Iris-setosa
+46,4.400000455558827,3.1773828571529656,1.304159089682218,0.2,Iris-setosa
+47,5.440480827928274,2.4220175818400196,3.619623707593239,1.0442524182738024,Iris-versicolor
+48,5.9591869687836025,2.6921021948197246,5.081084439637548,1.5863183658163482,Iris-versicolor
+49,5.96653210097031,3.404780626577786,4.4145541512752144,1.6489967738980218,Iris-versicolor
+50,5.229911278732339,3.467382791878345,1.514828997132405,0.2,Iris-setosa
+51,4.4,2.891758815650935,1.4044733622512167,0.2,Iris-setosa
+52,5.286834952771183,3.5891710876437815,1.5003378264077953,0.2,Iris-setosa
+53,4.59058544728062,3.202974143774825,1.398974156158042,0.2,Iris-setosa
+54,6.336441900274629,2.2906819701829635,4.396114269752048,1.2929178232853777,Iris-versicolor
+55,6.570119268655673,2.979535916514239,4.372451958496451,1.366113992483914,Iris-versicolor
+56,5.206715738122215,2.7227664422002027,3.874907425932725,1.4110872792504479,Iris-versicolor
+57,6.89897804549065,3.2084508062647736,5.703321980169268,2.3045473338748024,Iris-virginica
+58,5.682619084703895,2.4893124784342957,4.995003946880868,1.9965922864792707,Iris-virginica
+59,7.7,2.7806151863460284,6.699998973416033,1.9789816422208186,Iris-virginica
+60,6.318509857358186,3.419042374718482,5.639273886032556,2.3960717448369895,Iris-virginica
+61,7.318748073933034,2.9007326385039485,6.269359909324626,1.8162980470656596,Iris-virginica
+62,5.087866300464128,3.5048965493721242,1.3954348270923105,0.2914929032532639,Iris-setosa
+63,5.925633757269607,2.993213302418103,5.123549357656611,1.8099026595466923,Iris-virginica
+64,6.653507327027902,3.326344577296615,5.699545272801678,2.5,Iris-virginica
+65,5.74046141768323,4.399999121932548,1.4670479293039544,0.4856933948477944,Iris-setosa
+66,4.890786687170434,3.022408617744063,1.397331647743284,0.2,Iris-setosa
+67,6.669360637316246,3.2832727097913432,5.6144241081311765,2.5,Iris-virginica
+68,6.663061073450437,3.2939371677366687,5.695006334801329,2.5,Iris-virginica
+69,4.89809648277716,3.096720940638763,1.4809878444415923,0.1,Iris-setosa
+70,5.541567115589315,4.4,1.4756713029978852,0.3927607422332148,Iris-setosa
+71,5.638626271712163,4.399998421477761,1.502189468464924,0.37989466989714216,Iris-setosa
+72,7.7,2.8029306495762247,6.7,1.9919903203613485,Iris-virginica
+73,5.538405573006711,4.184621625292162,1.3803614812656833,0.2,Iris-setosa
+74,5.5469372120358615,4.204461282628796,1.3651625897488566,0.2,Iris-setosa
+75,4.583766082191386,3.638804701366219,1.0000004717948663,0.2,Iris-setosa
+76,5.2608394913619385,3.5468882733528524,1.5019409598339173,0.2,Iris-setosa
+77,5.607872462050786,2.994842889442257,4.1585246144014185,1.3077682564966964,Iris-versicolor
+78,5.7920755953813785,3.022398646732852,4.1534854099173915,1.3837733608659273,Iris-versicolor
+79,5.416014876887826,3.930202121207167,1.330611296629981,0.3763176794083685,Iris-setosa
+80,4.602795656165939,3.2513539069243866,1.4081656770188369,0.2,Iris-setosa
+81,5.635477298611647,4.399998767230451,1.4912955486960473,0.3985406557388328,Iris-setosa
+82,5.791838716192048,2.6736254765204848,5.089324344438028,1.9009520454067057,Iris-virginica
+83,5.624282081815716,4.4,1.4774130161284418,0.3638397472352761,Iris-setosa
+84,4.83407586771305,2.3738764211068797,3.2952008690854333,0.9302053816609323,Iris-versicolor
+85,5.596486816124774,2.755749956053179,4.21942445344773,1.2873799268100823,Iris-versicolor
+86,5.563741715929247,4.205673584243834,1.3854083932012304,0.2,Iris-setosa
+87,5.269503755496895,3.5980160382422826,1.481538378181402,0.2,Iris-setosa
+88,5.144466329837103,3.8006097185615904,1.5865768560451976,0.2,Iris-setosa
+89,5.0959464069579425,3.4036195553248043,1.5203028582709386,0.2,Iris-setosa
+90,6.010042650361127,3.3943652501721173,4.528633451620608,1.563935518595356,Iris-versicolor
+91,6.685575337042394,3.218769543873253,5.658046451994403,2.1526004697809507,Iris-virginica
+92,5.5382511577818265,2.6261665164687367,4.378371050420972,1.2557514878600937,Iris-versicolor
+93,4.400000600423815,2.877962267685571,1.4075742901718369,0.2,Iris-setosa
+94,6.640186136163681,3.280778964697037,5.574383709911166,2.4999994427324843,Iris-virginica
+95,7.699998552315641,2.7491207356093703,6.699998538608743,1.9678300538254196,Iris-virginica
+96,5.185425970826488,2.6857661146033793,3.6887394249911654,1.3957252838762941,Iris-versicolor
+97,4.4,3.202675142623443,1.2871308158782582,0.2,Iris-setosa
+98,5.56684388141967,2.993691687563074,4.136517747700636,1.3138016794696945,Iris-versicolor
+99,6.021333326984372,2.6582225293354345,5.0584343982366455,1.6178609281708545,Iris-versicolor
+100,4.809216647246577,3.394166333168669,1.5729300694565724,0.2,Iris-setosa
+101,6.361949553416189,2.895380684822213,4.320262157022251,1.2983384541960774,Iris-versicolor
+102,6.358294334122707,3.4032833399244575,5.62081992850894,2.377058815265422,Iris-virginica
+103,4.400000879106381,2.9124657577464017,1.4080249946984649,0.2,Iris-setosa
+104,6.100263277758634,2.6015184305188286,5.011796758327805,1.5962491341017504,Iris-versicolor
+105,5.620482597323245,2.487062622791889,4.983182697732129,2.009945767270971,Iris-virginica
+106,5.064959419428087,3.357660599158478,1.4098426945105242,0.2,Iris-setosa
+107,5.205705102794652,3.4884283533996747,1.5019986535979106,0.2,Iris-setosa
+108,4.60951111797022,3.6210807775049343,1.0000004735010954,0.2,Iris-setosa
+109,6.652718729315294,3.0091890827223646,4.379067569217593,1.4023773906954673,Iris-versicolor
+110,5.007617405142904,3.5733014496152826,1.379740290796911,0.2,Iris-setosa
+111,4.9876724373665375,3.1772571595342445,1.1938525472306956,0.2,Iris-setosa
+112,4.6062857124539,3.607460448354786,1.0000003878804096,0.2,Iris-setosa
+113,5.905610045023919,2.9866083622997834,5.0782759525568775,1.796645597519826,Iris-virginica
+114,5.758867874230346,2.773384500424078,5.183581053478637,2.4078927386578615,Iris-virginica
+115,6.735027425958214,3.3011895562573916,5.700227331496711,2.5,Iris-virginica
+116,6.698109012042601,3.2987237891500967,5.7416066225668185,2.131420740412122,Iris-virginica
+117,5.139526007167422,2.4964461482376983,3.222950275303165,1.0719728433788234,Iris-versicolor
+118,6.6485398500173085,3.264831674765263,5.729879624388777,2.499999307695147,Iris-virginica
+119,5.898599503232258,3.0006071668134973,5.140674675917254,1.788901800906097,Iris-virginica
diff --git a/iris/tab_ddpm/1/28/test.csv b/iris/tab_ddpm/1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/28/train.csv b/iris/tab_ddpm/1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/28/val.csv b/iris/tab_ddpm/1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/29/synth.csv b/iris/tab_ddpm/1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c557a7dc082f17c06dc8db434a2598e341550461
--- /dev/null
+++ b/iris/tab_ddpm/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.7381473155235714,6.699998177561953,2.017736339849963,Iris-virginica
+1,5.52795187854751,2.616405396680416,4.440415978323967,1.2571202034940803,Iris-versicolor
+2,5.36421225624931,3.53184224408832,1.5770073564011553,0.2,Iris-setosa
+3,5.052835145476361,3.295035741157285,1.3297349089096435,0.2,Iris-setosa
+4,5.7174020714386,4.4,1.481128287750335,0.5373027042650884,Iris-setosa
+5,5.653860153324697,2.900389937836702,4.177232177369741,1.3002631660901793,Iris-versicolor
+6,5.094128065194429,3.3180601478050282,1.6949365001020353,0.4129196852706263,Iris-setosa
+7,6.682971749824947,2.9820229066533583,4.993577095879745,1.705471613183416,Iris-versicolor
+8,4.575840321799186,3.6403215337122554,1.0,0.2,Iris-setosa
+9,6.340481091624357,2.7713137702926747,4.246661406720299,1.2687293049169863,Iris-versicolor
+10,5.602641571252973,3.0069576257032065,4.0928533307681585,1.2855980525371167,Iris-versicolor
+11,5.5028914367079445,4.181854941293908,1.4096021429359848,0.2,Iris-setosa
+12,5.314468138452191,2.849528124376177,4.228375430089779,1.4218920146409078,Iris-versicolor
+13,5.805543891739739,4.4,1.5270788254387946,0.39603835074612725,Iris-setosa
+14,6.320221991470195,2.501778648098844,4.897806435119469,1.5075758884201218,Iris-versicolor
+15,5.09261920940244,3.773640734109691,1.6563338786375317,0.4645597813369645,Iris-setosa
+16,4.900595252299834,3.0823330897306898,1.4792690427819424,0.1,Iris-setosa
+17,6.9101198649258055,3.206695717439251,5.703368645683328,2.307663442201075,Iris-virginica
+18,5.691616379318362,4.399999175551616,1.4930825054524899,0.3762160897764495,Iris-setosa
+19,5.1027088397929345,3.7552354512562216,1.7408071590535987,0.39290619346256894,Iris-setosa
+20,4.603917786253621,3.6024356465481473,1.0,0.2,Iris-setosa
+21,5.879724527568456,3.2228781945916087,4.800869361834318,1.8267676728907547,Iris-versicolor
+22,5.728452113832689,2.9948987817461012,4.455233506196367,1.5028994154634698,Iris-versicolor
+23,6.658698726909323,3.299885989388542,5.683898720417466,2.5,Iris-virginica
+24,5.798730009464603,2.796524600515287,5.129425449747539,2.403045036455915,Iris-virginica
+25,7.7,2.8126687816638625,6.699998972149954,2.045986559136868,Iris-virginica
+26,6.287771048058842,2.7165665904530982,4.974311313185698,1.5719517174342041,Iris-virginica
+27,5.403904872922662,2.966826168956988,4.413489882224873,1.4862947707353227,Iris-versicolor
+28,6.3129425338311185,2.292986846892922,4.405260654612599,1.2988871260362025,Iris-versicolor
+29,6.779900782489204,3.004513250175407,5.497578151427661,2.0818024199689904,Iris-virginica
+30,4.981924217484915,3.4874247040593205,1.371614369588955,0.2,Iris-setosa
+31,5.692371295281364,4.4,1.4876135808254314,0.409946333171938,Iris-setosa
+32,5.561318437972574,4.210195176281779,1.3171302782007404,0.2,Iris-setosa
+33,7.274344353003974,2.909236252559693,6.277332520302057,1.8048428453820675,Iris-virginica
+34,6.892252654234211,3.2229510000901036,5.7250460317348795,2.308204503105369,Iris-virginica
+35,4.847628376235454,3.092410230493198,1.505414755430986,0.1,Iris-setosa
+36,5.99282359556839,3.3488429870953027,4.581953690106527,1.666630213652643,Iris-versicolor
+37,6.292338086564633,2.870650887551147,5.579123997604021,1.8077464545277362,Iris-virginica
+38,4.855129182363631,3.0093526883980464,1.4021261884272627,0.2,Iris-setosa
+39,6.312554784812512,2.2943967418812052,4.370373621608255,1.299885166767964,Iris-versicolor
+40,5.579409204126886,4.3999988664144105,1.4559747092520001,0.3466344534817548,Iris-setosa
+41,5.098672151719559,3.6809442627181634,1.4838495325322263,0.3992778707246494,Iris-setosa
+42,6.690485190589955,3.3112347720278077,5.657294391945812,2.5,Iris-virginica
+43,5.378820498503394,3.8782345440753145,1.2866272160884464,0.3872053919625865,Iris-setosa
+44,6.655804489906311,3.2986265524555805,5.72861107756448,2.5,Iris-virginica
+45,6.664652025765216,3.0816286847311836,4.430275276397209,1.4091421248984506,Iris-versicolor
+46,5.501756153835944,2.9826488221629743,4.456173655836133,1.5042678901705067,Iris-versicolor
+47,7.335203878832477,2.9231587546646143,6.321718601625302,1.8034623551575948,Iris-virginica
+48,5.531571687217423,3.010112307789072,4.108522946669945,1.287128644819067,Iris-versicolor
+49,5.7624438171138355,4.4,1.4808182034020598,0.4659995428281892,Iris-setosa
+50,6.365070337242244,3.2196922991565193,4.502850788719017,1.5108397464829235,Iris-versicolor
+51,5.783605178252205,2.6967133615709873,5.127758166175221,1.888121779823563,Iris-virginica
+52,5.009964510747202,3.66887879294453,1.4161459387170288,0.2,Iris-setosa
+53,6.673927624364927,3.0750033631015836,4.417758441278834,1.4009883489042507,Iris-versicolor
+54,5.756293845972849,2.6771152776680305,5.088131835457576,1.9029589277090821,Iris-virginica
+55,5.536718738177258,2.38540614458052,3.9352331190046135,1.0624174985558068,Iris-versicolor
+56,6.306820702907052,2.3082489301423927,4.401477605800307,1.3039451793615342,Iris-versicolor
+57,6.693508770802504,3.001317707340515,4.995095872252577,1.6833204647803885,Iris-versicolor
+58,5.445952305642827,2.3922150865452156,4.02951159900719,1.1657162137985622,Iris-versicolor
+59,4.587923568406002,3.6776206608098514,1.0,0.2,Iris-setosa
+60,5.619040997714659,2.7263826267131384,4.189383566179143,1.3111876613646845,Iris-versicolor
+61,5.191310211442484,3.5239847483019235,1.4902160476848223,0.2,Iris-setosa
+62,4.801926038569528,3.1171438958776,1.4764596389418494,0.1,Iris-setosa
+63,5.441074038555043,2.394960461744127,3.7520627734479843,0.974374936218643,Iris-versicolor
+64,6.651420374559724,2.9878628032520917,4.742417985913229,1.5133906130737795,Iris-versicolor
+65,6.688218532856618,3.3202477799967496,5.655933792584765,2.5,Iris-virginica
+66,7.7,2.761401377566291,6.7,2.005755191052925,Iris-virginica
+67,5.140445836192873,3.308459642673084,1.937688647351774,0.6028849084783232,Iris-setosa
+68,5.09857917004627,3.3104636776024647,1.987613933474982,0.5372753450381623,Iris-setosa
+69,6.013182244012487,2.7009433099414584,5.095841674439893,1.5852552367127635,Iris-versicolor
+70,6.709418906104462,3.102802629965756,4.379979901475372,1.4273377807912973,Iris-versicolor
+71,4.602516436299627,3.59763905914786,1.0000005484843437,0.2,Iris-setosa
+72,6.839679590280827,3.0359561783803932,5.5386729110374455,2.1542151274051893,Iris-virginica
+73,5.105373717892115,3.318199589921002,1.7339380840679912,0.46721700567975627,Iris-setosa
+74,5.831239899111,2.6934052015696928,5.126722388558133,1.9122383424525233,Iris-virginica
+75,6.281424081428751,2.8299047373234836,5.183795629456372,1.5304756571339957,Iris-virginica
+76,5.088340902706178,3.7970350465558766,1.9980006490161246,0.3957998037715521,Iris-setosa
+77,5.434729247951596,3.9235200492609006,1.6947590708130773,0.4163538439542136,Iris-setosa
+78,5.572913051866658,4.4,1.4804729135532262,0.38863006587761617,Iris-setosa
+79,6.360475206578727,2.8464130361935367,4.251258812744277,1.2653643296807462,Iris-versicolor
+80,6.046742540961439,3.377384573244097,4.478089985560309,1.5413083272630894,Iris-versicolor
+81,6.3425611360418515,2.2872776756425517,4.4033141737062245,1.3114989527243488,Iris-versicolor
+82,6.894036190717303,3.1902585286541596,5.665742298464627,2.266597795380531,Iris-virginica
+83,4.806101157070539,3.4105558680990096,1.6274641358585948,0.2,Iris-setosa
+84,4.597878670662658,3.219166443586863,1.406262118883615,0.2,Iris-setosa
+85,5.55455793504328,4.19785477215388,1.3920132077545384,0.2,Iris-setosa
+86,5.196201757997458,3.416678670034831,1.400275046009428,0.2,Iris-setosa
+87,6.302531064364306,2.2972077529863393,4.355042256192215,1.2916179396611578,Iris-versicolor
+88,5.4005935519666455,2.995777316725476,4.512967258714278,1.5052089065801724,Iris-versicolor
+89,6.702730221219386,3.302398987018234,5.703415092057989,2.5,Iris-virginica
+90,6.323389557113795,2.300848075942239,4.426712802001364,1.2850119031459444,Iris-versicolor
+91,6.1137180131955695,2.5856832130589864,5.634361017451834,1.395017736073561,Iris-virginica
+92,4.879926230610357,2.3985525175883087,3.4017805518416413,1.0664901297795917,Iris-versicolor
+93,5.107867460906429,3.4283558125096696,1.4961599759117399,0.2,Iris-setosa
+94,5.618237293282732,2.7105223718271145,4.239649533057917,1.3051786418179407,Iris-versicolor
+95,6.733210291240182,3.320039940242934,5.725251248930633,2.1013724654024997,Iris-virginica
+96,5.3936953137860915,3.9198173958488876,1.7807052929091858,0.37900378464484646,Iris-setosa
+97,6.299022498194268,2.5577292997923133,4.990346871621848,1.868389704840468,Iris-virginica
+98,5.174842404687553,2.6923237301191008,3.977558807791093,1.3959480258796044,Iris-versicolor
+99,6.684020001102931,3.306452480305698,5.698752256864764,2.1299262018472374,Iris-virginica
+100,4.980310488561455,3.229799899354355,1.2331738826267462,0.2,Iris-setosa
+101,5.195835087587669,3.4704640120850025,1.4844338862317892,0.2,Iris-setosa
+102,5.618878195962859,2.732401912959454,4.209391347202948,1.314221359892272,Iris-versicolor
+103,5.900783465747135,2.976576007074096,5.060792173971914,1.809313848455499,Iris-virginica
+104,4.590742809260941,3.6085514110000596,1.0,0.2,Iris-setosa
+105,7.7,2.7764765950719728,6.7,1.9714795760264257,Iris-virginica
+106,6.31623203019729,2.3149011061618747,4.4967975993305425,1.3086211355536006,Iris-versicolor
+107,6.743953575676089,2.9900483395451314,5.523943657008689,2.1015313843577865,Iris-virginica
+108,4.781407547775974,3.394090680769286,1.5959200250397756,0.2,Iris-setosa
+109,7.7,2.755821226712005,6.7,1.995895505044282,Iris-virginica
+110,5.194954660312882,3.427346927929658,1.4159943956542682,0.2,Iris-setosa
+111,6.309589125321919,2.297239131945647,4.37664806307351,1.2885586939038711,Iris-versicolor
+112,5.366928368643478,2.971666224005686,4.429750856402311,1.486159923161653,Iris-versicolor
+113,5.5148039834367095,4.2122523147834805,1.3709189712183052,0.2,Iris-setosa
+114,6.501835072330616,2.9906381224951124,5.486339831980792,1.812843353524455,Iris-virginica
+115,5.493925448658659,2.393534482649556,3.6062298166506346,0.9392558661200844,Iris-versicolor
+116,7.7,2.743283427780301,6.7,1.9889827253377004,Iris-virginica
+117,6.303955573112224,2.703192894257026,4.900272313732413,1.7767901330216764,Iris-virginica
+118,5.839041625460083,2.9819805324324467,4.203248800537643,1.4964183012400905,Iris-versicolor
+119,5.372560977387032,3.674115184682074,1.3608937218787622,0.3034089255904547,Iris-setosa
diff --git a/iris/tab_ddpm/1/29/test.csv b/iris/tab_ddpm/1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/29/train.csv b/iris/tab_ddpm/1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/29/val.csv b/iris/tab_ddpm/1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/3/synth.csv b/iris/tab_ddpm/1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c4b90f80d40386ba0f3dcd7b64aa8c697b74dbb
--- /dev/null
+++ b/iris/tab_ddpm/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.82076669496469,3.4115839974417423,1.6131720239158496,0.2,Iris-setosa
+1,4.510510538152462,2.3438321958458155,1.3126124615269306,0.2705982565121675,Iris-setosa
+2,7.7,2.7628090711852624,6.699998875981791,1.9955860529279286,Iris-virginica
+3,4.400000639854289,2.9013592136351285,1.3745914924474996,0.2,Iris-setosa
+4,6.292353563357771,2.8877382490708365,5.632633195982299,1.8057511017468004,Iris-virginica
+5,5.4693959397242,2.410015407958957,3.571680416582649,1.0146601115012037,Iris-versicolor
+6,5.599646168774516,4.4,1.4737068576499062,0.5809257053060527,Iris-setosa
+7,6.090928569524193,2.996027142827292,4.630633385173097,1.4138086957031164,Iris-versicolor
+8,5.515261202825866,2.39740858151918,3.924819134620088,1.0058555262915279,Iris-versicolor
+9,7.6999987236822856,2.7742815983573963,6.6999980844326705,1.9734213612275133,Iris-virginica
+10,5.660536630394622,4.399999007059671,1.482778291940629,0.49257346165518057,Iris-setosa
+11,6.024132037792885,2.7144770485173435,5.077725620252903,1.6183445487102566,Iris-versicolor
+12,5.521601144092698,2.4383652822082817,4.020694258983421,0.9928787714351647,Iris-versicolor
+13,4.955320510524056,3.5170403540962436,1.3292539498034843,0.2846173235058981,Iris-setosa
+14,6.080785286885939,2.585395231981518,5.595942538307151,1.4129868346762027,Iris-virginica
+15,5.423043632671009,3.968666820462045,1.2917873758693026,0.4238231709608392,Iris-setosa
+16,5.130153620151251,3.397946250079935,1.4040574291207863,0.2,Iris-setosa
+17,5.62646323568554,2.7439182316089683,4.176476063467699,1.323002959974377,Iris-versicolor
+18,6.637578157553534,3.311975535726621,5.758648462006832,2.243028660816577,Iris-virginica
+19,5.631417525277372,4.299638848029704,1.4070567354992687,0.2,Iris-setosa
+20,6.176849364687833,3.0041412113932635,4.465761312725274,1.3755259170655065,Iris-versicolor
+21,6.298529594174154,2.3140762182674304,4.509135909107404,1.3515310632669812,Iris-versicolor
+22,5.552423792255567,4.226986896085813,1.3615377060508118,0.2,Iris-setosa
+23,5.796315341789674,4.4,1.4909623216325445,0.4024608101571497,Iris-setosa
+24,5.183827698143549,2.6820711159950776,3.738047836167512,1.3938603850623175,Iris-versicolor
+25,5.407229237447786,3.890638710829016,1.938400523139545,0.4398911180542413,Iris-setosa
+26,6.4435600306693885,2.904829870059638,4.3190017372554905,1.3103284508892918,Iris-versicolor
+27,5.438291363811323,3.0063705006602923,4.40999653395656,1.492662244751254,Iris-versicolor
+28,5.387877277897207,2.977181781173848,4.467202366199752,1.5093108130726482,Iris-versicolor
+29,6.685538274817256,3.3202044819387195,5.650948258527471,2.5,Iris-virginica
+30,7.7,2.791430455797359,6.7,2.043192514240158,Iris-virginica
+31,5.086605573646946,3.762949698517971,1.6229272158863282,0.3996083110760936,Iris-setosa
+32,5.39927205870262,3.9658971392290625,1.3236329933983042,0.383262285253881,Iris-setosa
+33,5.127733857646548,3.4109073943725816,1.4897608152481907,0.2,Iris-setosa
+34,5.6546788845739435,4.4,1.470104699979603,0.4330972170710341,Iris-setosa
+35,6.115555114333515,2.616448919438042,5.58608377844741,1.4227145150185576,Iris-virginica
+36,4.613098506353276,3.603783696974388,1.0000004002893657,0.2,Iris-setosa
+37,5.712163082324991,2.992805071481883,4.114443513818255,1.3296796132892814,Iris-versicolor
+38,5.5028722032292885,2.3951000693697697,3.8891407976447354,1.0848038770501145,Iris-versicolor
+39,7.7,2.7945923488778956,6.7,2.006852662581726,Iris-virginica
+40,5.580798483219691,2.9937083083109077,4.498119530768743,1.5063507477581692,Iris-versicolor
+41,6.063939769601336,2.9910738133168726,4.568781198966649,1.4028867878412843,Iris-versicolor
+42,5.443241329204985,2.9831381141552265,4.437415353059645,1.485706369752053,Iris-versicolor
+43,5.597644904855215,3.0009087513954467,4.116353476401767,1.3044710542139855,Iris-versicolor
+44,5.5550262247722495,4.249173297579279,1.3721125821393758,0.2,Iris-setosa
+45,5.691123719494019,4.399998307500649,1.494347956609267,0.49278203258602066,Iris-setosa
+46,6.341542319979121,2.8165064226888163,4.245723078575754,1.2735598212873316,Iris-versicolor
+47,5.811668341877393,3.222877892951435,4.779850859141137,1.7815775410993833,Iris-versicolor
+48,5.27754288725269,3.638288827056059,1.4991765129138799,0.2,Iris-setosa
+49,5.624936088041347,4.399999228086004,1.4644071400544472,0.46913781689601797,Iris-setosa
+50,5.999843015190632,3.418756448095447,4.495327445329691,1.610192282569272,Iris-versicolor
+51,6.032668736170392,2.706750403640278,5.083806524328505,1.5598070970326077,Iris-versicolor
+52,5.983159861517733,2.2000002804319845,5.014714250096579,1.495090784611011,Iris-virginica
+53,6.701078406374198,3.1185087199088093,4.437862737756149,1.3955821698791042,Iris-versicolor
+54,5.577554661117071,2.647220389163346,4.339770423158935,1.2801891291592717,Iris-versicolor
+55,6.379614700857673,2.636662263245177,5.195802258736192,1.9100303446338989,Iris-virginica
+56,5.381992171596787,3.94555020053014,1.2857007041017723,0.3552321571052524,Iris-setosa
+57,5.085333073742796,3.403905862376767,1.5076551139956496,0.2,Iris-setosa
+58,5.04334148032725,3.5430268782679124,1.3913451037724784,0.3101564831853102,Iris-setosa
+59,6.6585668748260245,3.0974082872022484,4.393245117857709,1.386977008009901,Iris-versicolor
+60,5.368560779409221,3.4120194245140487,1.6508277985956905,0.2,Iris-setosa
+61,5.382411147924245,3.3984273793713378,1.6691721975772007,0.2,Iris-setosa
+62,5.138040997387999,3.585354904994724,1.5421286268985974,0.2,Iris-setosa
+63,5.404039982943542,3.9304397495321908,1.318038243717612,0.4159652803514052,Iris-setosa
+64,5.122927742863586,3.847025848258863,1.6154385069421993,0.2,Iris-setosa
+65,5.598566739391591,2.982510679085405,4.157847341902796,1.3067296906205812,Iris-versicolor
+66,5.274031982133659,3.6065604700283425,1.4948895667847166,0.2,Iris-setosa
+67,7.7,2.801576956747783,6.699998602041456,1.9917236956186597,Iris-virginica
+68,6.501140291269083,2.9677315758404985,5.51510670462175,1.8001882325915572,Iris-virginica
+69,5.309488427909749,3.7957265804934375,1.5161029922133344,0.2,Iris-setosa
+70,4.552810462571158,3.5772291864035224,1.00000039010572,0.2,Iris-setosa
+71,5.0979007692764045,3.7954752017414513,1.6239708817096026,0.44146142845578434,Iris-setosa
+72,6.3032566384236235,2.3079989535168646,4.32929232065348,1.3064957153454297,Iris-versicolor
+73,5.915525363590874,2.973308758280073,5.037546466507454,1.8232891833268,Iris-virginica
+74,6.251446167485108,2.79476595184261,5.607730372662163,1.678061081913741,Iris-virginica
+75,5.611936692144996,4.399999146002679,1.479439909480929,0.5528083031847861,Iris-setosa
+76,5.598860165591369,2.945286575781605,4.165421657310036,1.3084403466947163,Iris-versicolor
+77,6.024585287914673,3.395935812826565,4.471827640117076,1.6299867628817317,Iris-versicolor
+78,4.601470934193636,3.405607508227566,1.3873213258662507,0.30916639105740784,Iris-setosa
+79,4.996255503002107,3.532194265530197,1.3236713768077806,0.295886570913398,Iris-setosa
+80,6.481453436837971,3.010431052467,5.488766019125772,1.7883800430571992,Iris-virginica
+81,4.502506332146316,2.2946734152808874,1.3046022758588576,0.28013217046573524,Iris-setosa
+82,5.9979019917570575,3.4129882983842514,4.5047150404119485,1.6027199450089946,Iris-versicolor
+83,6.387331253717758,2.8082185918664804,5.411224301940796,1.8663910134995256,Iris-virginica
+84,7.7,2.7918469639766412,6.699998796833315,2.0337540738553024,Iris-virginica
+85,4.8924767780147755,3.104596590352409,1.4883996243057669,0.10000013017649033,Iris-setosa
+86,5.418023092728494,3.9213747569163724,1.3075157619965008,0.4149790830449662,Iris-setosa
+87,4.861657401608778,2.374380638517319,3.290862117244364,0.9641245795456231,Iris-versicolor
+88,6.409840947340569,2.709816365683488,5.222258277348744,1.9098467722597976,Iris-virginica
+89,6.312850326398845,2.2990527170623163,4.454573851332229,1.2710850521176753,Iris-versicolor
+90,6.295075629254761,2.3001539399653113,4.411915619074795,1.2832446479563726,Iris-versicolor
+91,5.477619789346189,2.609210771986538,4.358240636237059,1.239071018397318,Iris-versicolor
+92,5.485090511212653,2.5948919540451967,4.325580740644515,1.2691671291640856,Iris-versicolor
+93,4.600288982554354,3.1883375650875836,1.401792904223451,0.2,Iris-setosa
+94,5.483830984458654,4.084758390063112,1.4451379743414041,0.2,Iris-setosa
+95,5.815609603773461,2.692415323620241,5.094967679558404,1.891413932284957,Iris-virginica
+96,6.341437629300994,3.4215328412101313,5.666556337847956,2.3919953501432945,Iris-virginica
+97,6.363379239063901,3.2063797152318037,4.499976457821193,1.4994427146734304,Iris-versicolor
+98,4.987039782644668,3.268023427469619,1.3821957106331624,0.2,Iris-setosa
+99,5.221250501883333,3.513426481151355,1.4990497099732971,0.2,Iris-setosa
+100,5.562239446863197,4.239129546609247,1.4007137990873637,0.2,Iris-setosa
+101,5.390256950088876,3.414686273360717,1.6768185765907284,0.2,Iris-setosa
+102,6.288515202798595,2.4876375745729624,4.897527502555743,1.5029318341805273,Iris-versicolor
+103,7.241465680567087,2.9359563261380797,6.164344273880389,1.8317209556036254,Iris-virginica
+104,6.907112053565128,3.1865959904540513,5.658185908490068,2.2835860288092613,Iris-virginica
+105,4.599039128105147,3.211898056074071,1.4031682288235583,0.2,Iris-setosa
+106,6.445145412735367,3.068179168343133,5.526482210411168,1.794132641143365,Iris-virginica
+107,4.618845457814593,3.201507175994336,1.3869567724307441,0.2,Iris-setosa
+108,5.87298961196935,2.9760172086853025,4.139604474177615,1.4847511630268615,Iris-versicolor
+109,4.765274674017196,3.396013079022154,1.5967484680860713,0.2,Iris-setosa
+110,5.480204824920762,2.5997971076165873,4.445834788674583,1.1120827948616778,Iris-versicolor
+111,6.28043602911294,2.479294731197264,4.8756855646616835,1.490521325975835,Iris-versicolor
+112,6.172590700809307,3.0021873466715174,4.5714349777450405,1.3856285765046825,Iris-versicolor
+113,6.584640499276995,3.3171148005323294,5.581303554833027,2.5,Iris-virginica
+114,7.043885749963868,3.0143357885486246,5.806086156324615,2.1248213303927974,Iris-virginica
+115,6.409328625994544,2.8893728103255913,4.202724944752681,1.2839828625709468,Iris-versicolor
+116,5.672462635075389,4.399999279261015,1.4781328996777328,0.3855821174280998,Iris-setosa
+117,5.435795829373066,2.9198611358745423,4.070301950135262,1.2939314281821268,Iris-versicolor
+118,4.4,3.2181903045025315,1.2949043283213912,0.2,Iris-setosa
+119,6.277406949375068,2.303604468396184,4.340901118089011,1.269297762768491,Iris-versicolor
diff --git a/iris/tab_ddpm/1/3/test.csv b/iris/tab_ddpm/1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/3/train.csv b/iris/tab_ddpm/1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/3/val.csv b/iris/tab_ddpm/1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/4/synth.csv b/iris/tab_ddpm/1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..031877a25686f890cef09728e92cd48181534963
--- /dev/null
+++ b/iris/tab_ddpm/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.89873628768848,3.217113015644613,4.826573273622889,1.764480477816256,Iris-versicolor
+1,6.101143145977489,2.594715912824827,5.586621194938131,1.3767609270524461,Iris-virginica
+2,4.6223595798833035,3.6045247519696817,1.0000005743500486,0.2,Iris-setosa
+3,6.625717073359381,3.3113712393029315,5.649003397311054,2.5,Iris-virginica
+4,6.158837616711803,2.6681362699791205,5.526077012949325,1.454338457026227,Iris-virginica
+5,6.289262490258594,2.515081342652416,4.909808545479104,1.5059360109259567,Iris-versicolor
+6,6.3984886322768375,2.493904153304326,4.900758577087933,1.5016594634206868,Iris-versicolor
+7,6.575531569598641,3.2993201539447434,5.56147896542096,2.5,Iris-virginica
+8,4.973609781561035,3.5161911947548963,1.2529904159519096,0.3272403613864119,Iris-setosa
+9,5.663038612217067,2.982594514511475,4.362845561750012,1.4813789184278117,Iris-versicolor
+10,5.353098431378802,4.010006884547054,1.4044222099653128,0.2,Iris-setosa
+11,7.345589147065891,2.8817592800700744,6.332085971153103,1.751146697117368,Iris-virginica
+12,6.662138757226927,3.147453169795827,4.4642317394817095,1.427957668066363,Iris-versicolor
+13,4.996244036889907,3.184751209253074,1.2237575011672694,0.2,Iris-setosa
+14,5.601187063250079,2.996111840136231,4.107705768915458,1.286678009483002,Iris-versicolor
+15,5.5489992377155595,4.399999267460591,1.4650423284664857,0.5754339488955323,Iris-setosa
+16,5.981358114446938,2.692689658424009,5.073094505459049,1.5933802461164994,Iris-versicolor
+17,7.7,2.769359088877315,6.7,1.9878938113738565,Iris-virginica
+18,5.605123513400778,2.6692233843795297,4.224499652793284,1.2903193339534413,Iris-versicolor
+19,5.032676260758938,3.3825586468925426,1.4036383540913213,0.2,Iris-setosa
+20,4.607073402612031,3.2419747467757394,1.4007407051166227,0.2,Iris-setosa
+21,6.37767488762359,2.86155242217407,4.27078148958843,1.2960325852908963,Iris-versicolor
+22,5.674129841061285,4.399999279561804,1.4890704094345673,0.4874325734040188,Iris-setosa
+23,5.3616767667630985,3.4153184202116353,1.6718986853351647,0.2,Iris-setosa
+24,5.343989425645634,2.9405812465581787,4.352705592290942,1.4822492479007978,Iris-versicolor
+25,5.884248318950873,3.218810176890833,4.752295087335892,1.7853137470536038,Iris-versicolor
+26,5.1939114426914115,3.444967325279521,1.5141817261174968,0.2,Iris-setosa
+27,4.584803365500388,3.6705712609207364,1.000000366712375,0.2,Iris-setosa
+28,6.405673806915129,2.6876849350223218,5.304953545802618,1.9096264651774386,Iris-virginica
+29,6.367400556923297,2.4133208925204013,4.78564488620882,1.4335568163583414,Iris-versicolor
+30,4.866130929679645,3.114362522264833,1.4927769252515808,0.1,Iris-setosa
+31,4.88829528814746,3.026815881241572,1.4108399372556248,0.2,Iris-setosa
+32,6.39388715928066,2.873032902608768,4.25599601470688,1.302866061096352,Iris-versicolor
+33,6.376076801327816,2.858610389785193,4.26277949605158,1.2768995139677615,Iris-versicolor
+34,4.9963563923059136,3.301164472971197,1.4072547461291698,0.2,Iris-setosa
+35,6.306226594846713,2.5216887605333556,4.841982631434371,1.5054891740080318,Iris-versicolor
+36,6.92464130436077,3.195479059657148,5.708047954534988,2.291132192404253,Iris-virginica
+37,6.753493123194107,3.3273212191224792,5.693550811847222,2.5,Iris-virginica
+38,4.748836977529993,3.3787854637702166,1.5538084309549134,0.2,Iris-setosa
+39,6.288598006378465,2.797988990758443,5.115589636160905,1.4924341893554718,Iris-virginica
+40,6.9370733346016396,3.197671014682511,5.746316989441425,2.2967266382140172,Iris-virginica
+41,6.667644657312593,3.3074674193594538,5.655725201369351,2.4999995224980336,Iris-virginica
+42,5.5132016608218235,2.3998907965335605,3.706922840430126,1.0268229425449285,Iris-versicolor
+43,5.562740514948433,2.9938877734387686,4.1362795681473745,1.3009562658417986,Iris-versicolor
+44,5.499044429928409,4.2295442276747135,1.3882395275436512,0.2,Iris-setosa
+45,5.089027213659745,3.7943644376612333,1.5873566029982435,0.2,Iris-setosa
+46,4.57676743961634,3.2157737983152126,1.4047239134299743,0.2,Iris-setosa
+47,6.127566589966361,3.354223500630656,4.4973438510380985,1.5130521228751876,Iris-versicolor
+48,5.15117515355888,3.3714680693682233,1.661256612047182,0.32850230025309135,Iris-setosa
+49,7.236838613258197,2.9130405079701553,6.2574576104549,1.8164289594125733,Iris-virginica
+50,6.350230585396125,2.586964894042503,4.957655131509046,1.8609554136525117,Iris-virginica
+51,5.546327969552266,4.193097876737053,1.4008097821986334,0.2,Iris-setosa
+52,5.992070776011448,2.9929283768064705,4.7820715043329045,1.8028615879974792,Iris-virginica
+53,5.714440734733187,4.4,1.498229486820973,0.5334633004057422,Iris-setosa
+54,6.299612449070909,2.2990473669077818,4.434305133360131,1.2931933179398185,Iris-versicolor
+55,5.991949479113257,3.3438354671888275,4.510561466516881,1.625432917871262,Iris-versicolor
+56,6.409253660028227,3.0919561823599513,5.5083396207597595,1.7909425914798422,Iris-virginica
+57,5.088180721868562,3.701264794213832,1.5800993773080418,0.2,Iris-setosa
+58,4.9046176406339095,3.0935124189853997,1.4984390435948853,0.100000100213657,Iris-setosa
+59,5.550333658312617,2.395453272183999,3.46529543486593,1.0987478419211727,Iris-versicolor
+60,5.974579151294194,2.2000003499464618,5.031226148552507,1.5044450530861522,Iris-virginica
+61,5.418289588550915,3.8782286759744333,1.6825946603040731,0.3799168208957998,Iris-setosa
+62,5.753995305805561,4.4,1.4778165559219416,0.420608986962907,Iris-setosa
+63,7.7,2.7343011121148715,6.7,2.031922662684486,Iris-virginica
+64,5.492372293621715,2.401289104690448,3.6707961598580097,1.0582549332733613,Iris-versicolor
+65,5.3217019753198835,3.8101011097997524,1.4834993480911007,0.3915988036909849,Iris-setosa
+66,7.699997923071399,2.7604538717847333,6.699997421742646,1.9670489533841669,Iris-virginica
+67,6.290111129284781,2.3007128172820566,4.413090238020001,1.2928730754717754,Iris-versicolor
+68,5.407263713876002,3.8983190100331617,1.7661278019107693,0.3968400840540611,Iris-setosa
+69,5.77992715050087,2.804640779799685,5.086684842818074,2.390864926453172,Iris-virginica
+70,5.428968400183013,4.0803923714670525,1.4116568783362506,0.23773476732215132,Iris-setosa
+71,5.6416886100095605,4.224940846397127,1.3867589817362802,0.2,Iris-setosa
+72,5.0213835973025995,3.5785528792628405,1.396915142206495,0.2,Iris-setosa
+73,4.602872089243009,3.6001185893022773,1.0,0.2,Iris-setosa
+74,5.2611886680800914,3.581790963060442,1.492601698599039,0.2,Iris-setosa
+75,5.103934741842411,3.7131257394955455,1.5600649239518574,0.41943678817668695,Iris-setosa
+76,6.541742715563414,2.951177231501775,4.329883938605729,1.380068357458499,Iris-versicolor
+77,5.201455585542027,2.707812511992827,4.0244726643949935,1.4127804831752613,Iris-versicolor
+78,6.4523798146819695,3.1325961058953995,5.521234755757369,1.8105228506016386,Iris-virginica
+79,5.1346748290844575,3.4104104704095155,1.4004350301031692,0.2,Iris-setosa
+80,5.625094570707353,2.7137508893010787,4.238341156690829,1.3045704972696206,Iris-versicolor
+81,7.134566821967783,3.0004826497279398,5.9654598391993305,2.0783771104240523,Iris-virginica
+82,7.7,2.7741909216443696,6.699998747928358,1.9895362831368462,Iris-virginica
+83,5.268439638527398,3.581701468336653,1.487818025341457,0.2,Iris-setosa
+84,6.883321303124292,3.2126952032324416,5.735035427767398,2.30125588153758,Iris-virginica
+85,6.3295234845441515,2.526805762830514,4.998017138026977,1.881494521837276,Iris-virginica
+86,7.7,2.7528738828589026,6.7,1.9949598341145356,Iris-virginica
+87,5.621191696595699,4.4,1.4707396665136208,0.3538459557507778,Iris-setosa
+88,6.402930519749327,2.9461324418114034,5.563957985348907,1.814869519164332,Iris-virginica
+89,6.369558226280281,2.6336669748527073,5.2181438409718135,1.9013379564636406,Iris-virginica
+90,5.778360712925982,2.6873595181560135,5.117918898943113,1.9050650310860981,Iris-virginica
+91,5.478161853488091,2.385552714159207,3.9167338649501513,1.071032839727752,Iris-versicolor
+92,6.3613423056949765,2.8914621414060413,4.25817558530669,1.2715374223072864,Iris-versicolor
+93,5.595368657513895,4.274196408191187,1.3963302901923444,0.2,Iris-setosa
+94,5.605901370780928,2.7016127167657027,4.226100049582597,1.2992045411441107,Iris-versicolor
+95,5.030412373535318,3.505695288974198,1.3059927305593864,0.31772876912969034,Iris-setosa
+96,7.185242092378771,2.9976017749388433,5.94086181666973,2.068688456237662,Iris-virginica
+97,5.561265152802449,2.9911993073240546,4.464339477574134,1.5058571358119952,Iris-versicolor
+98,5.0068004789936875,2.4639941893033552,3.320695460753054,1.0903430052346037,Iris-versicolor
+99,5.500982279759855,2.62139668871664,4.355569407959451,1.225593545227702,Iris-versicolor
+100,4.626054374912071,3.4006620913327263,1.409661953732296,0.2871429707954798,Iris-setosa
+101,6.061661875509242,2.5752644386339276,5.574165433948187,1.409989980579762,Iris-virginica
+102,4.599223453780101,3.414077943150536,1.3892435249042832,0.3050245361217342,Iris-setosa
+103,5.423492194920547,3.920041176454259,1.3268701630189432,0.3630473462127717,Iris-setosa
+104,5.600581514885868,4.267198963649101,1.3662396837380597,0.2,Iris-setosa
+105,4.4,2.990227712835615,1.377071180246639,0.2,Iris-setosa
+106,5.1037489576499055,3.492354467339722,1.388745736843242,0.3205214479731744,Iris-setosa
+107,5.360115190921,3.9146305908404555,1.3241480058240365,0.41919478879200056,Iris-setosa
+108,5.676778236910358,2.483599771658985,4.99356129709283,2.0146346520212473,Iris-virginica
+109,6.682694440977599,3.320831880071046,5.718673738493296,2.1505165078308464,Iris-virginica
+110,6.384733561937779,2.8465990803857912,4.29252559131071,1.2724509288951278,Iris-versicolor
+111,6.680151216913227,2.9990782256855795,4.983158780016063,1.6999814104223494,Iris-versicolor
+112,4.586559272675719,3.201315681335673,1.40779868838159,0.2,Iris-setosa
+113,6.666917352410997,3.3068258368367065,5.651402090662703,2.499999510564476,Iris-virginica
+114,6.670494596968854,3.018634261528084,4.95437255852832,1.7083833186902488,Iris-versicolor
+115,6.121387835741734,2.578827187431615,5.614565931328704,1.4103196829329223,Iris-virginica
+116,6.272996268720962,2.535481774665445,5.033860670588648,1.8769097906342802,Iris-virginica
+117,7.7,2.735603229338869,6.699998813481528,1.9907464043149712,Iris-virginica
+118,7.7,2.805145518489565,6.7,2.0151914375830082,Iris-virginica
+119,5.501635625820422,2.3975450299346415,3.7571940801588655,1.0378829175123967,Iris-versicolor
diff --git a/iris/tab_ddpm/1/4/test.csv b/iris/tab_ddpm/1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/4/train.csv b/iris/tab_ddpm/1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/4/val.csv b/iris/tab_ddpm/1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/5/synth.csv b/iris/tab_ddpm/1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67f766d5047a69cf36964818ffca1dae7d783e70
--- /dev/null
+++ b/iris/tab_ddpm/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.521450092293831,3.0013030280157262,4.3005245488928425,1.4955301722559238,Iris-versicolor
+1,4.608272575559509,3.592888320415806,1.000000558505841,0.2,Iris-setosa
+2,5.167982785088393,3.478516287181481,1.5109647517215137,0.2,Iris-setosa
+3,4.777116302343637,3.401972777356129,1.589622606257524,0.2,Iris-setosa
+4,4.77797361754754,3.396828173973191,1.5964534312549927,0.2,Iris-setosa
+5,6.404400301650247,2.661123949983245,5.246998444840349,1.9075857907913496,Iris-virginica
+6,5.604890062346605,2.676107414438855,4.322150210063194,1.283930646354746,Iris-versicolor
+7,6.887640069736121,3.2087907028472107,5.715486846591852,2.320869383009969,Iris-virginica
+8,6.849513890874521,2.9946821993003008,5.556032011415854,2.098750883670363,Iris-virginica
+9,5.9309697879922,3.471001952305548,4.46872026769361,1.638919909115282,Iris-versicolor
+10,5.674041416342051,4.39999876238562,1.489149970858676,0.5343187683243871,Iris-setosa
+11,4.607312217278479,3.4056169186833674,1.3936164922106242,0.3002974273002549,Iris-setosa
+12,6.68278393258053,3.2719519268890993,5.727732561245732,2.4999993229801514,Iris-virginica
+13,5.105256440310531,3.831259630104334,1.597877501583489,0.2,Iris-setosa
+14,5.299495368388992,3.78812712480691,1.5095226933851826,0.2,Iris-setosa
+15,5.09607029624841,3.7155393351691037,1.5270299220834456,0.4607800260400414,Iris-setosa
+16,5.674105630450374,4.4,1.4664484173417243,0.39572480714787506,Iris-setosa
+17,5.09513642163047,3.7655445620298975,1.6152234385939865,0.2,Iris-setosa
+18,7.08976619823114,2.9166305244159183,6.122565901453313,1.80522526817297,Iris-virginica
+19,6.491378972669045,3.1983371611878764,4.521008837647057,1.4704690968703473,Iris-versicolor
+20,6.687305500253671,2.9916720962883683,4.982136446047038,1.6939315176693268,Iris-versicolor
+21,5.944672427638592,2.972902540275886,4.273074330342812,1.3456122613972579,Iris-versicolor
+22,4.4,3.179730362395336,1.3172022360223772,0.2,Iris-setosa
+23,5.161753212743914,3.5048335264537,1.4939789658977054,0.2,Iris-setosa
+24,6.085776061527964,2.964991368327077,4.818807817355572,1.7806624119486119,Iris-virginica
+25,5.036566393749961,3.5099355781934176,1.2959655093017792,0.3020504745106251,Iris-setosa
+26,5.467714380907548,3.995294874310114,1.3359519882211712,0.31849833783848186,Iris-setosa
+27,5.537273625851637,4.4,1.477172672341636,0.36074851659271334,Iris-setosa
+28,6.340407000493372,3.2127181366658037,4.443149530045375,1.5046468360961032,Iris-versicolor
+29,5.816008090660108,2.7958850034480762,5.11639227824434,2.3864083745093603,Iris-virginica
+30,6.295547069200498,2.8045566001753817,5.080384615490483,1.486543145043808,Iris-virginica
+31,6.314889263659478,2.556999916914597,4.954327269143176,1.8773307084588535,Iris-virginica
+32,4.955963622698374,3.503318876363187,1.2985699594199294,0.29218150465947,Iris-setosa
+33,5.988339096630391,3.41723626663129,4.424327921806253,1.5884436617354691,Iris-versicolor
+34,7.7,2.733995120729521,6.7,1.9759275064435056,Iris-virginica
+35,4.400000546922499,3.132158346796868,1.354450304435816,0.2,Iris-setosa
+36,4.607975851593885,3.3940116474775275,1.4007251926647104,0.3060576533891193,Iris-setosa
+37,6.6853475336793515,3.240889844274016,5.720315181252524,2.247155742024443,Iris-virginica
+38,4.622437287302524,3.39745195614444,1.4082909631463436,0.2945820320197548,Iris-setosa
+39,5.50008434982513,2.379842901374329,3.8324727655075677,1.067609317167014,Iris-versicolor
+40,5.505354031272398,2.43497257685945,3.684068720965851,0.9937197552613929,Iris-versicolor
+41,6.3103030223456,2.3027339536269893,4.40701209592024,1.2948658571429874,Iris-versicolor
+42,6.3190528962565935,2.88131195702642,5.553227804586539,1.8158508198719212,Iris-virginica
+43,6.368609885635713,3.0901278057682937,5.528782020803606,1.8158833574976416,Iris-virginica
+44,6.688162173836783,3.0013980665581013,5.002782202679646,1.7035388037118362,Iris-versicolor
+45,6.188639458737521,2.9753517047427986,4.531808720972765,1.3960287525472654,Iris-versicolor
+46,5.408075820723559,3.4040608524599625,1.9035461971512735,0.2,Iris-setosa
+47,5.252013770871043,3.5329232679084557,1.4911209886966186,0.2,Iris-setosa
+48,5.079490446183099,2.4942619320110846,3.0793700053770854,1.14066075945279,Iris-versicolor
+49,4.572536271194423,3.5852965016162535,1.0,0.2,Iris-setosa
+50,5.835679149764119,2.661514447556413,5.129821826792642,1.8275634474462712,Iris-virginica
+51,5.730822974447576,4.4,1.4856808341681567,0.5092245280470579,Iris-setosa
+52,5.378160617850065,2.9748383346910767,4.389044182302875,1.5158832634260369,Iris-versicolor
+53,5.657726849609091,4.4,1.469431660483877,0.7169188112352576,Iris-setosa
+54,5.559271181825257,4.217309796481868,1.3954678219142818,0.2,Iris-setosa
+55,6.734772025369504,3.0030062131506945,5.014035819746987,1.7359845073235471,Iris-versicolor
+56,5.093360040009265,3.7751738791384573,1.6739138553253785,0.3745152242787714,Iris-setosa
+57,6.936535696097448,3.2173802439540657,5.6428135083808035,2.3245136886860776,Iris-virginica
+58,6.280061928645416,2.529966769908413,4.924728163541504,1.516092555694782,Iris-versicolor
+59,4.967702962695983,3.202982258489102,1.2617418756036403,0.2,Iris-setosa
+60,5.2012511245047115,3.4036651501729462,1.4043180779419215,0.2,Iris-setosa
+61,7.699999044429434,2.784423258412895,6.7,1.978490950440839,Iris-virginica
+62,6.6906509796920375,2.9705360727537693,5.455582769599311,2.042665733770272,Iris-virginica
+63,4.810261665472744,3.416360566916894,1.601919386202123,0.2,Iris-setosa
+64,4.960996644377829,3.11755067181068,1.241238211716733,0.2,Iris-setosa
+65,5.8278714748909035,2.706154799388636,5.096019147853773,1.8735590965585076,Iris-virginica
+66,6.077665481609198,2.682829092393923,5.094026089840303,1.5873450448469937,Iris-versicolor
+67,7.7,2.768710323484305,6.7,1.9790169218090339,Iris-virginica
+68,6.306919596975101,2.7798849502054432,5.068931947296019,1.507020369914304,Iris-virginica
+69,6.376742401403466,2.8659921846227854,4.241242197001241,1.2728817637699077,Iris-versicolor
+70,5.797151731806373,2.8216289058713557,5.109268262923071,2.402451557052216,Iris-virginica
+71,5.834834237740478,3.223847995841887,4.784362247283854,1.812854498429836,Iris-versicolor
+72,6.284519879884638,2.291209043134129,4.422759008203875,1.3058215737314778,Iris-versicolor
+73,5.0928384959684525,3.401488931340366,1.3145223976514955,0.2,Iris-setosa
+74,5.455134897142047,3.9350596453317874,1.3079672637840973,0.38695135014279314,Iris-setosa
+75,4.613717217652971,3.391655444170398,1.3923085105822608,0.2909572368006469,Iris-setosa
+76,5.864253159464122,2.973404289230362,4.339393349596327,1.3880904736083441,Iris-versicolor
+77,6.722299094971725,3.104532272991425,4.401329848798565,1.3995600159161665,Iris-versicolor
+78,5.072066966826294,3.7957159255547728,1.6081794074069058,0.2,Iris-setosa
+79,6.314327433453114,2.560739818008778,5.060901596391189,1.8432130692805542,Iris-virginica
+80,5.20943003331011,3.3526623835209204,1.312709152468784,0.2,Iris-setosa
+81,7.699997890338809,2.7411037684632964,6.699998321312639,1.9760375873419027,Iris-virginica
+82,5.494134913849092,2.615052554173964,4.413201277852718,1.266717132365611,Iris-versicolor
+83,5.398764993598158,3.0027371638435905,4.3981074346226885,1.5023077768410165,Iris-versicolor
+84,5.608100622568352,2.9969594268482536,4.1286759414140075,1.2967273543816005,Iris-versicolor
+85,5.07595448773054,3.4046085074025134,1.5191665968828676,0.2,Iris-setosa
+86,5.109296775592616,3.315234499761297,1.93471902256054,0.5101621827460641,Iris-setosa
+87,5.0537081651254665,3.4971097060616665,1.347931579329211,0.2906226173530898,Iris-setosa
+88,6.890370266037628,3.1623747175130656,5.673829409390695,2.2547377858531394,Iris-virginica
+89,4.80672547810638,3.401245190339005,1.5892331250015603,0.2,Iris-setosa
+90,5.2247874083248265,2.717289286500181,4.0621606128434955,1.4180847619548609,Iris-versicolor
+91,6.6539052491332376,3.090950358750631,4.385005772170888,1.41030081225258,Iris-versicolor
+92,6.325932712808239,2.8884152060930717,4.289963199527629,1.2922425292209634,Iris-versicolor
+93,6.274410968028731,2.673931719363674,4.895997091434899,1.7858198764189734,Iris-virginica
+94,5.025397085813758,3.5068516659143194,1.3359904216229412,0.32063489494527514,Iris-setosa
+95,5.491739443014748,2.396630901456585,3.775713526931246,1.0148432228239983,Iris-versicolor
+96,5.630264327896037,2.9859726068769077,4.14529993755826,1.3131251160375375,Iris-versicolor
+97,5.807035938279776,2.6784737863774413,5.08985507736696,1.9327228854339207,Iris-virginica
+98,6.464963731951653,2.9386250679682373,5.39892568423122,1.6925085288014834,Iris-virginica
+99,6.076426598721752,2.9728900982722686,4.522095450309097,1.3603254418062702,Iris-versicolor
+100,5.572211160396095,2.9749395592351764,4.120555437300741,1.2955016090156959,Iris-versicolor
+101,5.556098555273819,4.247170315153176,1.3708817100810708,0.2,Iris-setosa
+102,5.470062755450783,2.594162305054981,4.371943659180964,1.1975074010265732,Iris-versicolor
+103,5.072637020230064,3.5258764034977923,1.5747347634379993,0.2,Iris-setosa
+104,6.340051720931615,2.4647394827273366,4.823143449816046,1.4840695996735833,Iris-versicolor
+105,6.546215873313542,2.950798058431414,4.350246541343412,1.3561334360594128,Iris-versicolor
+106,5.650197015939444,4.281387933809114,1.3816357167696676,0.2,Iris-setosa
+107,5.694173215601118,4.399999057238675,1.4661600287197323,0.3924310794076624,Iris-setosa
+108,4.400000573942457,3.1730619048165107,1.3205144013917611,0.2,Iris-setosa
+109,5.082921746635,3.392617558944126,1.4968895255518537,0.2,Iris-setosa
+110,7.699998900852927,2.7602701927905646,6.699998453377123,1.9947021867590653,Iris-virginica
+111,5.097173979906774,3.730977182971097,1.534045318220736,0.3987365444675271,Iris-setosa
+112,5.551271226263458,4.242353529274225,1.3812730793978703,0.2,Iris-setosa
+113,5.503757853485053,2.404183623604622,3.787372860723898,1.1694030351493179,Iris-versicolor
+114,5.790238422506047,2.695839668319946,5.093730317518676,1.9030703411822945,Iris-virginica
+115,5.5063642350391495,2.393504112387311,3.7923386550686917,1.1302135742728916,Iris-versicolor
+116,6.0919799323969706,2.597279011807426,5.564293036335602,1.4095456675431393,Iris-virginica
+117,6.049292260112625,3.416856655133562,4.460055891920017,1.5684347377748293,Iris-versicolor
+118,7.26499250359863,2.8905993655316835,6.259813703967432,1.7979556999971475,Iris-virginica
+119,5.874103359898292,3.008633148470711,4.18565691748981,1.496000940741426,Iris-versicolor
diff --git a/iris/tab_ddpm/1/5/test.csv b/iris/tab_ddpm/1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/5/train.csv b/iris/tab_ddpm/1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/5/val.csv b/iris/tab_ddpm/1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/6/synth.csv b/iris/tab_ddpm/1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad2e2bb82281f19a0f1307611694c2b4db5aab9a
--- /dev/null
+++ b/iris/tab_ddpm/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.31656435445499,2.8344728791355873,4.298300230929041,1.2887833533699182,Iris-versicolor
+1,6.379612167992051,2.703533076541542,5.345466629093482,1.894443226196667,Iris-virginica
+2,6.273951805632977,2.6707628969729664,4.913973904990217,1.7821694411160083,Iris-virginica
+3,5.439021522440015,2.998436374370837,4.443080197606665,1.4928337093716828,Iris-versicolor
+4,6.367383581474675,2.84234487804816,4.257138460442733,1.2674508900498667,Iris-versicolor
+5,6.349676335927744,2.508448536997942,4.890454680411551,1.511575287582822,Iris-versicolor
+6,5.044338342546249,3.6055464258056538,1.4213059588796506,0.2,Iris-setosa
+7,7.7,2.77315353435592,6.7,1.9924654704378322,Iris-virginica
+8,6.675997006841825,3.296547747117972,5.702647842912848,2.499999426294042,Iris-virginica
+9,6.730803931152224,3.3087167440907317,5.7168426988019645,2.132266547004827,Iris-virginica
+10,5.408183539192174,3.9522880418038433,1.3026228070315775,0.3894635397427605,Iris-setosa
+11,4.862876019712017,3.007606634930718,1.3850610057007786,0.2,Iris-setosa
+12,6.804213425356537,3.0335615122835544,5.531748200944339,2.1519288145933437,Iris-virginica
+13,6.416591317928217,3.205903218814073,4.568541286410984,1.4882956382508106,Iris-versicolor
+14,7.7,2.7996453079500196,6.699998846516997,1.9782809514336286,Iris-virginica
+15,6.686534685571186,3.326086830186706,5.703824057054169,2.5,Iris-virginica
+16,5.121932825054914,3.335489814055602,1.6806304427830332,0.6094535294506886,Iris-setosa
+17,5.339559905150385,3.726520454565031,1.4971253609669437,0.2,Iris-setosa
+18,6.371124644772043,2.8421820016301105,4.269992095467763,1.2921796174981186,Iris-versicolor
+19,5.429499489472445,3.9450958391156363,1.81821074044018,0.3859874803032366,Iris-setosa
+20,6.57897687511268,2.999768331459872,4.388708371315703,1.3996705872779527,Iris-versicolor
+21,7.7,2.771446683794096,6.7,1.990176014514295,Iris-virginica
+22,6.818021517928135,3.183100396432405,5.699392466194136,2.238641230585645,Iris-virginica
+23,5.015340785863636,3.486339588996112,1.3714483804234407,0.2775986881985563,Iris-setosa
+24,5.0551848757145335,3.484404936900247,1.3654076762697591,0.24796472155672716,Iris-setosa
+25,7.7,2.779286114207367,6.7,1.9013956775310548,Iris-virginica
+26,6.703345817609382,2.996547603781651,4.996780829472364,1.6913418929606965,Iris-versicolor
+27,5.202983468288756,3.4023405318380053,1.390826023408373,0.2,Iris-setosa
+28,7.7,2.763108712185082,6.699998594687388,1.971247243857667,Iris-virginica
+29,5.096373601550966,3.309635345639732,1.767670791906506,0.4888607463270229,Iris-setosa
+30,6.066637952937119,2.603405892781966,5.638172428405117,1.4069763230940722,Iris-virginica
+31,5.077324300594262,3.6390384633084314,1.4920714081475128,0.37899141723037344,Iris-setosa
+32,5.901655144452239,3.2280035502799596,4.807485190176523,1.834893016276793,Iris-versicolor
+33,6.298446058155525,2.5073109075820503,5.002581931916805,1.8954929434851697,Iris-virginica
+34,5.802921433890789,2.7930821577107205,5.131783346356875,2.412225042226282,Iris-virginica
+35,5.098995426686801,3.661583577190452,1.518925933810922,0.3879249959533014,Iris-setosa
+36,6.367034569052122,3.0929342495123153,5.479476330849061,1.8043502284071908,Iris-virginica
+37,6.690257944050956,2.986443825954332,4.96833717451901,1.6701619267647123,Iris-versicolor
+38,6.546940121161757,2.9606104161611957,4.348395419122412,1.3749211002143145,Iris-versicolor
+39,5.014283298634274,3.2730100943897344,1.301202905480785,0.2,Iris-setosa
+40,6.49655853280217,2.9872590892413915,5.461332273196383,1.7902456964450864,Iris-virginica
+41,6.730311704018688,3.3283845168062722,5.713081753440589,2.5,Iris-virginica
+42,6.299400710826131,2.8072533824036348,5.5619613736428,1.8087174806873667,Iris-virginica
+43,5.669013916862341,4.4,1.4688740498370085,0.5154812240836616,Iris-setosa
+44,6.608635880162701,3.013739664580319,4.404569267560178,1.4276380858129676,Iris-versicolor
+45,5.58398625690005,2.987552622205314,4.16167193454852,1.3612367354417942,Iris-versicolor
+46,5.293082028399539,3.780175750732628,1.532425085910316,0.2,Iris-setosa
+47,6.307300053329719,2.656452583055194,4.805322899302143,1.8262816697033502,Iris-virginica
+48,7.7,2.8014843252379182,6.7,1.9699059567359893,Iris-virginica
+49,6.280630569105828,3.408972747822572,5.623276577096717,2.390755176717929,Iris-virginica
+50,4.4000004566102335,2.997687548939924,1.3632183918709586,0.2,Iris-setosa
+51,5.406825401806297,3.943497544299169,1.3230599587422192,0.3731394366643396,Iris-setosa
+52,5.109414291815089,3.741733938443251,1.6358540255314382,0.3982351354363223,Iris-setosa
+53,5.28943307513971,3.816545516102957,1.4094652069479354,0.2,Iris-setosa
+54,5.747223830753651,2.7786649867806403,5.123753031994018,2.3907037330634493,Iris-virginica
+55,7.7,2.733555741225235,6.699998881634977,1.9826234315918836,Iris-virginica
+56,5.659387173100619,4.4,1.4797727256351096,0.5647690992887299,Iris-setosa
+57,5.640599080584634,4.4,1.4780421502400587,0.4146031036259174,Iris-setosa
+58,6.093300660571085,2.589178058917503,5.557643360349999,1.4061179222894857,Iris-virginica
+59,5.218782378063631,2.697170209368308,4.041522454020233,1.4041898091043168,Iris-versicolor
+60,5.263965961195717,3.37700218210089,1.6809563258626754,0.21011080178707942,Iris-setosa
+61,5.78956112593353,2.609952114691874,5.0453813867991455,1.9530777612284183,Iris-virginica
+62,6.386413518741,3.0774261164496157,5.501153611022232,1.8057500489403802,Iris-virginica
+63,5.202595570975028,3.491894295510265,1.4989669814185844,0.2,Iris-setosa
+64,5.864535492241261,3.217154944233584,4.775620703320972,1.8113732372750622,Iris-versicolor
+65,4.4,2.840674352990919,1.413041988287605,0.2,Iris-setosa
+66,6.361297496385211,3.1145999584629465,5.456279939933593,1.7851553665466064,Iris-virginica
+67,5.502478336523452,2.987510991363664,4.085889265169286,1.2870356914894958,Iris-versicolor
+68,5.506997737639719,2.389119777604939,3.73550541927968,1.041133117408243,Iris-versicolor
+69,5.652234492516778,4.399999235084716,1.4988707366476823,0.4731017151649938,Iris-setosa
+70,5.08552877965395,3.4035425846310914,1.472299763356737,0.2,Iris-setosa
+71,6.189234293314246,3.1030264769860167,4.500510280098202,1.5172698932040074,Iris-versicolor
+72,5.800817666757619,3.163358142170322,4.7635224635291324,1.7236381701011878,Iris-versicolor
+73,5.581569677021795,2.691039149459065,4.219920392212733,1.2858690637542132,Iris-versicolor
+74,7.7,2.7621076173701136,6.7,2.016559116080766,Iris-virginica
+75,4.900793804992058,2.3993955360848407,3.0811011147268648,0.9594581694414158,Iris-versicolor
+76,6.339905023062165,2.691448519423199,4.908305230762319,1.8161636201059121,Iris-virginica
+77,5.692589109537367,4.4,1.5191358062759874,0.6928918280058065,Iris-setosa
+78,6.012444546632612,2.988380486085878,4.835700198744309,1.8027376687259271,Iris-virginica
+79,6.641802827506001,3.0485018115752176,4.39753892883208,1.4082895015677113,Iris-versicolor
+80,5.100142676928783,3.301720095031736,2.2250758800449044,0.5321770296927983,Iris-setosa
+81,5.712132123652606,2.5150527062755765,5.0138385614617675,2.0493338037356645,Iris-virginica
+82,5.303275590532819,2.9136215675220623,4.274195365795271,1.469185944278671,Iris-versicolor
+83,5.994338817624419,3.4023038636571017,4.457276028777816,1.5925127410384161,Iris-versicolor
+84,5.176891923141739,2.6618384282775476,3.784231623680931,1.3735215826403255,Iris-versicolor
+85,6.670097938376002,3.354698995938299,5.802407299890044,2.5,Iris-virginica
+86,6.536859471192265,2.9995090484062694,5.521704777608824,1.8259940469092932,Iris-virginica
+87,5.208020626325014,2.6939711050804713,3.996168801492444,1.3901082221228813,Iris-versicolor
+88,6.747424624798229,3.0041748596532836,5.494197201217206,2.080731236559872,Iris-virginica
+89,5.934360163675391,2.992819902986469,4.267595118654021,1.405661431767197,Iris-versicolor
+90,6.318687535676458,2.6611552090160986,4.906771381538924,1.803637755646415,Iris-virginica
+91,5.410391007568157,3.878365796089326,1.6984938861742678,0.37785524834045814,Iris-setosa
+92,5.802739130385682,2.8102794630731487,5.139528492235541,2.4109876284011715,Iris-virginica
+93,4.865644743743297,3.0928745040647416,1.503570188064927,0.10000009564402329,Iris-setosa
+94,7.7,2.7881795182866247,6.7,1.9314928572773835,Iris-virginica
+95,6.934442018724448,3.1898888009612913,5.760124031774672,2.3130792426966504,Iris-virginica
+96,6.363770060803997,3.1732660824562244,4.499674962687638,1.4904834172285037,Iris-versicolor
+97,6.647078527650615,3.3233357251089273,5.697799056020461,2.5,Iris-virginica
+98,6.300544939126086,2.296874924999419,4.404358974932176,1.292584357689393,Iris-versicolor
+99,5.677347776542624,4.399998611279013,1.5130870363322597,0.4314687731811695,Iris-setosa
+100,5.122228050302817,3.347858331055391,1.6492924999663117,0.339964679713205,Iris-setosa
+101,7.7,2.7325378896810593,6.7,2.0167234348934477,Iris-virginica
+102,4.4,2.82328873170979,1.3842713354484246,0.2,Iris-setosa
+103,5.723926350112098,2.989249539468264,4.179043208854862,1.320889434287413,Iris-versicolor
+104,5.920213270086911,2.9970653874883477,4.219650689020382,1.5040481130571806,Iris-versicolor
+105,5.637633244659523,4.4,1.472940995440009,0.38013680953664697,Iris-setosa
+106,5.100321909323532,2.499215722207329,3.2442602716741744,1.00059954465253,Iris-versicolor
+107,5.115946587221858,3.3149462952418145,1.982980232903977,0.40905882811059446,Iris-setosa
+108,5.579076728902974,4.23676474008127,1.38206897968549,0.2,Iris-setosa
+109,6.287050119552715,2.2899015007651737,4.371710647855788,1.2884304800332214,Iris-versicolor
+110,5.382742826238108,2.9818165737124356,4.428220915031083,1.4899959845734945,Iris-versicolor
+111,5.407254826132452,3.4176514247469125,1.6806509632584288,0.2,Iris-setosa
+112,7.7,2.7613049267951126,6.7,1.9930892674530016,Iris-virginica
+113,6.703666586490093,3.3011064358794293,5.774198933337005,2.5,Iris-virginica
+114,7.7,2.765095010207626,6.699998839391563,1.9917647961714473,Iris-virginica
+115,6.485423464541711,3.026805359048007,5.4959690515427475,1.79329904043966,Iris-virginica
+116,5.527275241144064,2.3963060274131496,3.76986895973766,1.0965459645083837,Iris-versicolor
+117,6.679627938058679,3.002443116712473,5.445532439575609,1.9786905008578295,Iris-virginica
+118,6.439744367926908,2.9915135797359422,5.542885095964754,1.8009861530375548,Iris-virginica
+119,6.2213181931434285,3.1008176949750754,4.623236354888401,1.507202161308501,Iris-versicolor
diff --git a/iris/tab_ddpm/1/6/test.csv b/iris/tab_ddpm/1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/6/train.csv b/iris/tab_ddpm/1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/6/val.csv b/iris/tab_ddpm/1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/7/synth.csv b/iris/tab_ddpm/1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f45edba96e5180b5b6a6cbc4cc13d1499606273c
--- /dev/null
+++ b/iris/tab_ddpm/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.90717499845197,3.031864660488463,1.396009987823869,0.2,Iris-setosa
+1,4.5869776277502705,3.199939462162236,1.4029903338699032,0.2,Iris-setosa
+2,6.453921363433474,2.708967430956154,5.272353997096633,1.9001326932662905,Iris-virginica
+3,5.5988290574306,3.0027311365207083,4.111401219389138,1.3173698088096781,Iris-versicolor
+4,5.960449936361822,2.2000003070358134,5.016996937019337,1.512559504443545,Iris-virginica
+5,6.3046796544315535,3.3961496054584623,5.603676478659529,2.3959907876010176,Iris-virginica
+6,5.091916266341331,3.5737800539403892,1.4371732830139377,0.3426065106438596,Iris-setosa
+7,5.583155350733441,2.6738112578041773,4.287937277591464,1.2851876502137243,Iris-versicolor
+8,7.7,2.814877049474745,6.7,1.995949659141731,Iris-virginica
+9,5.886023963810532,3.004528448651951,5.119333835441864,1.7946948689819135,Iris-virginica
+10,4.844940598544127,3.4669083526626423,1.6001805349214215,0.2,Iris-setosa
+11,4.885013631291089,3.1215385477300504,1.4822661011468987,0.1,Iris-setosa
+12,5.085740663337929,3.7983840704556133,1.5822506933283862,0.2,Iris-setosa
+13,4.610943636680457,3.65813999472834,1.0000003848829127,0.2,Iris-setosa
+14,5.091349592425305,3.7814372360468975,1.6842070556198876,0.437417180654542,Iris-setosa
+15,6.093497203038963,2.57574659063447,5.58292187972539,1.40987672602366,Iris-virginica
+16,4.515120605033921,2.354116950255673,1.3373596523946194,0.2819440066904022,Iris-setosa
+17,6.647338266231422,3.251460261368273,5.701110473421033,2.4999993743909146,Iris-virginica
+18,5.6925696754881505,4.4,1.4762424898373678,0.3772450640592018,Iris-setosa
+19,5.956900271738121,2.200000338040258,5.04256147027618,1.482508701951084,Iris-virginica
+20,6.297624404143099,2.766679808099763,5.076588185352579,1.505356527113005,Iris-virginica
+21,6.754502891437901,3.3121624981279822,5.762084253934508,2.5,Iris-virginica
+22,6.097517761703291,2.989626619004959,4.630515702639868,1.3830522439596178,Iris-versicolor
+23,4.851320046485968,3.087506972080567,1.490840229084046,0.10000009453185338,Iris-setosa
+24,7.7,2.7598658094332498,6.699998750848625,1.998558789127467,Iris-virginica
+25,5.825564935945452,2.7842965916638938,5.122118985298504,1.8609380392324832,Iris-virginica
+26,7.324555029991111,2.9010587828493266,6.34179343284806,1.806383834119015,Iris-virginica
+27,7.7,2.750458856828317,6.699998763052209,1.986030577222278,Iris-virginica
+28,5.044336980413206,3.5089458557463082,1.348990612332277,0.3244023261623014,Iris-setosa
+29,7.7,2.78833279216767,6.69999887496917,1.9956863925575379,Iris-virginica
+30,6.094851740399903,2.978846034502411,4.569409863571489,1.3820130615787136,Iris-versicolor
+31,5.649160616739109,4.4,1.475877286461725,0.3827545583754809,Iris-setosa
+32,5.519769343123217,2.3863585481632175,3.805928195470826,1.0189994933759263,Iris-versicolor
+33,6.0971940858399325,2.578570928253473,5.555512595418438,1.407350453435935,Iris-virginica
+34,5.574410304896988,4.280585250270333,1.3650515970714596,0.2,Iris-setosa
+35,5.439724263687881,4.018182614986019,1.3239326999845398,0.3728782293068025,Iris-setosa
+36,4.9769126344542824,3.2031161672865025,1.2372049130573175,0.2,Iris-setosa
+37,5.183676281936848,3.5119899784544035,1.5188241390304007,0.2,Iris-setosa
+38,5.930930720219552,2.2000002842104376,5.008929025678051,1.491763555759971,Iris-virginica
+39,4.96933967784371,3.2133640503234657,1.2145862926700002,0.2,Iris-setosa
+40,6.6972336513049555,3.0909067169684983,4.4028728694640495,1.4204922131184052,Iris-versicolor
+41,7.7,2.778710876424702,6.7,1.985695714266711,Iris-virginica
+42,4.612885741563913,3.6786112589200437,1.0,0.2,Iris-setosa
+43,5.569714334441916,2.9917257220523212,4.291517728061657,1.3999182158273358,Iris-versicolor
+44,5.384166181219659,3.8689030244101628,1.3286677011705301,0.3889212346610309,Iris-setosa
+45,5.091137463029626,3.74969030094671,1.4057800129523594,0.2,Iris-setosa
+46,6.316426176060823,2.4856201295323204,4.986936304024672,1.9027255860418841,Iris-virginica
+47,5.224563999587639,3.421792206314235,1.4075031709976655,0.2,Iris-setosa
+48,5.5696634016464,2.9903489975541073,4.142733982079019,1.3039278881969603,Iris-versicolor
+49,6.891203715063023,3.190258129088927,5.679067603146834,2.314147785083261,Iris-virginica
+50,4.571672165375768,3.606644956904665,1.0000005085964252,0.2,Iris-setosa
+51,6.142878187482012,2.9951761424972454,4.5863896855811035,1.3786094996524503,Iris-versicolor
+52,4.5860951581934915,3.409360020498565,1.400948772876228,0.30841237186848663,Iris-setosa
+53,7.7,2.7649833890815776,6.699998727344132,1.98955640760505,Iris-virginica
+54,7.7,2.7770979868440913,6.7,1.9447931589811498,Iris-virginica
+55,5.7718297685556506,2.739065466415579,5.088107849929053,1.9701745221501263,Iris-virginica
+56,6.271029151291335,2.827350089017232,5.550877116333694,1.7128482837200547,Iris-virginica
+57,7.7,2.758381711953354,6.699998846518477,1.9567372645000514,Iris-virginica
+58,6.312876002260422,2.4807097921195553,5.018019526741624,1.901774310673138,Iris-virginica
+59,5.7547861136004,2.7027748885797234,5.126519495111088,1.8981214481821997,Iris-virginica
+60,7.7,2.835400612822048,6.7,2.001015695668846,Iris-virginica
+61,5.499964292804155,2.391433036456897,3.8063139543912934,1.0698332886956599,Iris-versicolor
+62,5.817839396240953,2.7205789429477,5.102243125161054,1.8975877890238928,Iris-virginica
+63,5.488598940955369,2.3897138136431364,3.885992161356815,0.9450222452028617,Iris-versicolor
+64,5.574595411863861,2.6737181550414357,4.230132402376141,1.2874828666327152,Iris-versicolor
+65,5.02358453678314,2.465325573573528,2.871904584164489,1.0779488617241202,Iris-versicolor
+66,5.256907081839484,3.5766989858999514,1.5010349030347052,0.2,Iris-setosa
+67,6.058656768603796,2.6847510868428053,5.090292397767758,1.6002691409728909,Iris-versicolor
+68,5.454259781524119,2.98370439515556,4.496758553638437,1.4907058613115818,Iris-versicolor
+69,4.979189190360483,3.5973776460071223,1.402365458039379,0.2,Iris-setosa
+70,5.144829867538164,3.8988736974414615,1.572993397939314,0.2,Iris-setosa
+71,5.995858872986053,3.362992866831901,4.528785073477708,1.6579004351156954,Iris-versicolor
+72,5.402922882409671,3.867632558729723,2.0285432937519317,0.3977339663567546,Iris-setosa
+73,5.722720665798701,4.4,1.504021786328019,0.8102060311272263,Iris-setosa
+74,5.6590718481523385,4.399999019986458,1.4746129059543855,0.45895408088374584,Iris-setosa
+75,7.7,2.77972634513582,6.699998762421228,1.9587402071642446,Iris-virginica
+76,4.6001378892380185,3.585245556897369,1.0000004044793112,0.2,Iris-setosa
+77,6.294678197950333,2.2953312431552026,4.397478506282385,1.2866197224002291,Iris-versicolor
+78,6.013012274447128,3.3642970355411945,4.505357787999126,1.611093307518248,Iris-versicolor
+79,4.4,2.881425499824684,1.4079085404603582,0.2,Iris-setosa
+80,6.664049565646966,3.3000312094482642,5.564881326014307,2.4999994855933867,Iris-virginica
+81,5.882860914068117,2.9366745264194565,5.08619670804248,1.8281887827304504,Iris-virginica
+82,5.777657374883986,2.6512461301175874,5.085120222316953,1.9211712775629946,Iris-virginica
+83,7.337404942792522,2.8997983973328485,6.304004782823866,1.7817168655190798,Iris-virginica
+84,5.826086917864311,4.39999907526167,1.494242149172974,0.3857321690970619,Iris-setosa
+85,5.777903943475103,2.7047299094985244,5.102183706997792,1.8849024519382451,Iris-virginica
+86,4.633193216641468,3.399316634567336,1.4123545896734553,0.3138332800547011,Iris-setosa
+87,7.3164655304954715,2.893461999662043,6.291666680431955,1.826431724272522,Iris-virginica
+88,5.546153116228956,4.268531235785345,1.3950371072253884,0.2,Iris-setosa
+89,5.083144500160702,3.856210998569395,2.1889025339820756,0.3921199080779029,Iris-setosa
+90,5.891929107134905,3.1924618075489937,4.815892028532028,1.8027098157999375,Iris-versicolor
+91,5.04926546595005,3.3329213870708045,1.3828753733822503,0.2,Iris-setosa
+92,5.024677815098217,3.503738438288306,1.3143320315834182,0.2962781444286437,Iris-setosa
+93,6.0953600946869395,2.984024244053216,4.605576048310669,1.3973962491609542,Iris-versicolor
+94,5.579293731225868,2.6954852069676183,4.216486855242615,1.3051863436702222,Iris-versicolor
+95,5.475737153231974,4.02023312835967,1.310779973142262,0.3579402389271986,Iris-setosa
+96,7.6999985680014955,2.8055117596599755,6.699998565911603,2.077346643121461,Iris-virginica
+97,6.677150367308052,3.329351409179213,5.642659156698234,2.5,Iris-virginica
+98,5.099952621619543,3.434016763183604,1.418002545396351,0.2,Iris-setosa
+99,5.426730630770291,3.939529476011942,1.3184030057609035,0.39327926778639444,Iris-setosa
+100,7.7,2.678306842498235,6.6999983889656125,1.9615339735167854,Iris-virginica
+101,5.1251329121163325,3.3964149138893744,1.5426491592165208,0.21251518527766766,Iris-setosa
+102,5.467299564736822,2.986037332069882,4.438675095702687,1.4994859197104224,Iris-versicolor
+103,7.325541563869837,2.9024463550993023,6.28601697261336,1.776783799631084,Iris-virginica
+104,6.27309550003916,2.466551736807915,4.851738284867764,1.4801782342623682,Iris-versicolor
+105,5.0871179578459795,3.7606242561525063,1.4926525152158527,0.42118669618209936,Iris-setosa
+106,6.6586179070107425,3.291976545945775,5.71480494105877,2.499999310185708,Iris-virginica
+107,5.955494689977628,3.4410344192904776,4.494927764219039,1.6338909132730455,Iris-versicolor
+108,5.533433598205126,2.394431967613323,3.9698974971013277,1.1964552275348188,Iris-versicolor
+109,7.7,2.798330933114815,6.7,2.009164411490785,Iris-virginica
+110,5.877104156808583,3.2129115385949056,4.796607036513093,1.80940833233585,Iris-versicolor
+111,5.098631002537734,2.4918397128830887,3.060909325501862,1.0350811359916507,Iris-versicolor
+112,6.6834540787285235,3.3184720766010494,5.715661852769356,2.114996999363204,Iris-virginica
+113,6.727224663178798,3.280129897437451,5.710909583047628,2.4999994273606596,Iris-virginica
+114,5.844553365313931,3.2157350993601552,4.76494511909504,1.8114917439888178,Iris-versicolor
+115,7.7,2.7702759218809936,6.7,2.0165062451603126,Iris-virginica
+116,5.980940403719119,3.4419426451585227,4.460559838564538,1.6102894335748386,Iris-versicolor
+117,7.7,2.782167889654932,6.7,2.0034558635432065,Iris-virginica
+118,7.7,2.793167449210136,6.699998539614022,1.9993449467771327,Iris-virginica
+119,5.195752756253671,3.4288398026215092,1.4070529130738787,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/7/test.csv b/iris/tab_ddpm/1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/7/train.csv b/iris/tab_ddpm/1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/7/val.csv b/iris/tab_ddpm/1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/8/synth.csv b/iris/tab_ddpm/1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffa345c3503c8e0899d6d665b9fd4dc2025cee43
--- /dev/null
+++ b/iris/tab_ddpm/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.307250846827384,2.6812227701549496,4.901108201315311,1.8019816612423698,Iris-virginica
+1,5.361936016083903,2.9896467805236284,4.498320207555219,1.4970823864644625,Iris-versicolor
+2,5.288466019005734,3.603136582674758,1.5098719152912528,0.2,Iris-setosa
+3,5.11286864823055,3.8204500168992124,1.599264443118051,0.2,Iris-setosa
+4,6.385002847295185,2.8612365113572453,4.2706931336523954,1.2872698373432931,Iris-versicolor
+5,5.179526098698734,3.517805868160684,1.4988489862777028,0.2,Iris-setosa
+6,6.278811700779205,2.3029362155661524,4.419237723948037,1.2915762206641268,Iris-versicolor
+7,5.438544095285195,3.96282893275111,1.3392020525181725,0.4681526909455722,Iris-setosa
+8,5.57587563205728,2.6817164056207408,4.1996823056565455,1.303721351333973,Iris-versicolor
+9,6.492866058542614,3.012378283485897,5.510066770511732,1.7705264753518235,Iris-virginica
+10,4.581157804749143,3.608060322610554,1.00000038222777,0.2,Iris-setosa
+11,7.2712195945149345,2.9758957843317195,6.174490835122526,1.9964135564040746,Iris-virginica
+12,4.912513065288382,3.0007892094388606,1.4014326961673922,0.2,Iris-setosa
+13,6.432437269336774,3.036576101416561,5.484890118814162,1.78332708501296,Iris-virginica
+14,5.660977840955779,4.4,1.4740621760435995,0.40571605903564084,Iris-setosa
+15,6.29198860003599,2.295464523565627,4.407337579022914,1.2883803887646597,Iris-versicolor
+16,5.110580708659486,3.8121336860966624,1.7354279647373778,0.42584766928158757,Iris-setosa
+17,5.46102981848655,2.4069865982303082,3.82388846481523,0.9829238340152977,Iris-versicolor
+18,5.807607648838551,3.1899095112912996,4.7182673179806685,1.7762228602208956,Iris-versicolor
+19,4.999970913288043,3.28540429204682,1.2167342219088628,0.2,Iris-setosa
+20,6.0087404712188555,2.2000003692156023,4.972782339738227,1.5135806220088543,Iris-virginica
+21,6.125233062864923,2.587765857801817,5.590507199301587,1.4027346084014671,Iris-virginica
+22,5.630477275695455,2.465070854808034,4.991683599260135,1.988549530611304,Iris-virginica
+23,7.699998839030081,2.7587589913772375,6.7,1.9805414097290268,Iris-virginica
+24,5.0034379646304075,3.2315167282501163,1.2096522888776122,0.2,Iris-setosa
+25,4.837812009815898,3.4264852521374154,1.626207042119058,0.2,Iris-setosa
+26,5.681728205361917,4.4,1.4971987677234928,0.48402731297930085,Iris-setosa
+27,4.850309941216675,3.4229530589183432,1.5871412425560278,0.2,Iris-setosa
+28,6.687528396220081,2.9892196809518383,4.958885507517107,1.6926631771022749,Iris-versicolor
+29,6.301675147885298,2.4925945001568515,4.996932931814849,1.891053555218723,Iris-virginica
+30,7.7,2.7700233668151757,6.7,2.0155521513461236,Iris-virginica
+31,4.985557211436582,3.5901086893505316,1.3794435480605278,0.2,Iris-setosa
+32,4.807078959265111,3.400824105369665,1.5995884878164615,0.2,Iris-setosa
+33,6.6609806768778625,3.2781445708011856,5.6404489522789625,2.5,Iris-virginica
+34,4.915600019001782,2.4079001930758617,3.313791368987922,1.1710602387315034,Iris-versicolor
+35,7.7,2.7767207444623208,6.7,1.998926892360277,Iris-virginica
+36,7.7,2.751785178023428,6.7,1.9904582772173358,Iris-virginica
+37,5.573312637284256,4.237094873716164,1.3507135395846854,0.2,Iris-setosa
+38,6.311533582768017,2.2999237061972986,4.453971420603569,1.300658075614222,Iris-versicolor
+39,5.192796144326409,3.493699064230414,1.5218433127381668,0.2,Iris-setosa
+40,6.061185286456913,2.998024283442019,4.609756902377611,1.396853014782355,Iris-versicolor
+41,5.441682543805982,3.936321682772004,1.3277204747231972,0.3921780438292399,Iris-setosa
+42,4.5893637059747405,3.4450826792324443,1.3881221467621372,0.30920224108385147,Iris-setosa
+43,5.980192102924027,2.7136168506006606,5.092901857847245,1.6200153724253714,Iris-versicolor
+44,6.371940271961929,3.0805715664520443,5.493140883768966,1.8133364090820774,Iris-virginica
+45,5.5838295704017415,4.211606568299718,1.393313310830857,0.2,Iris-setosa
+46,4.912071368606794,2.404254591002128,3.7866768917452767,1.0290568365407304,Iris-versicolor
+47,6.2882545689220075,2.766159536195619,5.112170705111854,1.4945478539278485,Iris-virginica
+48,6.485922762190535,3.0171351385649303,5.4964365818315875,1.803409056005909,Iris-virginica
+49,4.63723754068389,3.436662536769751,1.4191514828156955,0.320615438331807,Iris-setosa
+50,5.860142320974049,3.214310774924105,4.792279512331238,1.8333734186546593,Iris-versicolor
+51,5.009959169990614,3.5953724496817525,1.405254409028579,0.2,Iris-setosa
+52,6.298276247077682,3.4129856995982237,5.6754206350504806,2.3741274008385456,Iris-virginica
+53,5.117911293759614,3.4342259418499013,1.4866245833021465,0.2,Iris-setosa
+54,5.280941718453507,3.6907066731733975,1.5284009010712567,0.2,Iris-setosa
+55,6.302491215687152,2.2990033149419067,4.40682807143084,1.279527665807182,Iris-versicolor
+56,5.999654324326494,2.704568067398974,5.093064553858103,1.6010026151916688,Iris-versicolor
+57,5.135437709575194,2.5086808859937406,3.1539669702048174,1.08255645931764,Iris-versicolor
+58,6.681156922842443,3.3285962406206617,5.663269095432124,2.5,Iris-virginica
+59,5.885333705317386,3.2317722841778633,4.806019886111921,1.8253446041912573,Iris-versicolor
+60,5.086110399953172,3.3926267680087623,1.523426766311857,0.2,Iris-setosa
+61,7.69999903602032,2.7903472886899117,6.7,2.0149924612913654,Iris-virginica
+62,5.603715875878316,3.0037699178232895,4.046815604825064,1.3247102629830518,Iris-versicolor
+63,6.68323109532156,3.082186943210376,4.394655269177341,1.3983563443157971,Iris-versicolor
+64,5.06702569140843,3.5110261936879503,1.3922423046312769,0.3154667982288601,Iris-setosa
+65,5.396810601871449,3.3974020686257957,1.7452299930828168,0.2,Iris-setosa
+66,5.412224586155596,2.9834128956850643,4.362439675707337,1.4998556819076965,Iris-versicolor
+67,5.961924774253534,2.9991915317153177,4.777472699317096,1.7899177222712388,Iris-virginica
+68,7.7,2.716140642821565,6.7,1.9975907654632805,Iris-virginica
+69,7.7,2.7519157615616225,6.7,1.9721744240626677,Iris-virginica
+70,6.0229517647010855,3.011688565080407,4.761278000645453,1.779712019277183,Iris-virginica
+71,5.89291011290138,3.206669277570444,4.815651928093544,1.820438616320832,Iris-versicolor
+72,5.976527365892529,3.410209622209082,4.526322737499233,1.6017029530751545,Iris-versicolor
+73,4.6000784692117165,3.5771327632261,1.0000005929083173,0.2,Iris-setosa
+74,4.944323908649041,3.367997298422989,1.5299782362561676,0.2,Iris-setosa
+75,5.5169358758636236,2.5971042892958884,4.410880923430108,1.2689180517767475,Iris-versicolor
+76,7.699998853081551,2.7666973083167843,6.699998436109495,1.9651049160755127,Iris-virginica
+77,5.202435176561626,2.7175780783184056,4.034604655450682,1.4178788810704437,Iris-versicolor
+78,5.966673597919486,2.2000003630806617,5.0190392314556975,1.4798419225924233,Iris-virginica
+79,7.7,2.7801904512458226,6.7,2.012555160799453,Iris-virginica
+80,5.609957138404079,4.4,1.4899952310953009,0.4046600115228983,Iris-setosa
+81,6.060363346964671,2.7872235357656723,4.278759875197923,1.2655949523397354,Iris-versicolor
+82,5.816344282527852,3.226140720644176,4.801126724202439,1.8071049900859573,Iris-versicolor
+83,5.604964388306325,2.9999168046860976,4.178525097288672,1.2913483984052807,Iris-versicolor
+84,6.891474439689751,3.22191147251932,5.737644136863172,2.3244677808033107,Iris-virginica
+85,5.980066565916706,3.4277340201486073,4.544032125390105,1.5908343739695858,Iris-versicolor
+86,4.600684874518847,3.1954977344582205,1.4053422509826945,0.2,Iris-setosa
+87,7.297040056580599,2.9084080747938676,6.294337198520693,1.812392361442767,Iris-virginica
+88,5.863060019035152,2.9998798161991584,4.222533261090081,1.4926610065076176,Iris-versicolor
+89,4.982843175608965,2.4388839005226104,3.3527410560764928,0.9800760628572984,Iris-versicolor
+90,5.1391965098364425,3.6775506414432892,1.4981780968993699,0.37923553910246977,Iris-setosa
+91,5.023760290719926,3.5201171809386906,1.2830600904032896,0.3292576802519161,Iris-setosa
+92,6.510927021418978,2.9955770558862205,4.432808908849581,1.4193472595583718,Iris-versicolor
+93,6.450134993310211,3.193003932496619,4.498609284361729,1.465433764990123,Iris-versicolor
+94,5.1349647003514285,3.3898113296905685,1.390190589902042,0.2,Iris-setosa
+95,5.540560497162249,2.396832248932136,3.733060083666313,1.000533138468292,Iris-versicolor
+96,5.979924667420896,3.4047071280837997,4.528614548719368,1.6452689849468591,Iris-versicolor
+97,5.382507388380308,3.409102038951375,1.6749720101716186,0.2,Iris-setosa
+98,5.125990785379133,3.588999901673926,1.5771850039062572,0.2,Iris-setosa
+99,5.081674984633852,3.7297871054235343,1.5734001815001328,0.2,Iris-setosa
+100,4.797776835543402,3.183313784446493,1.3122033887791675,0.2,Iris-setosa
+101,5.369969608768093,3.9124167006717365,1.7962214157451621,0.4758001270250447,Iris-setosa
+102,5.0745173766631595,3.316729613872472,1.7301141928021908,0.5182708123896579,Iris-setosa
+103,5.617604206625788,4.4,1.495183162820293,0.38003357757508793,Iris-setosa
+104,5.798001652654685,2.781092861448277,5.0769581114201365,2.3813734337560457,Iris-virginica
+105,6.670103461513052,3.074712811787593,4.409231450593405,1.4200583971280396,Iris-versicolor
+106,6.690076642268251,3.0013196945946503,4.981958089638511,1.7005790548743296,Iris-versicolor
+107,5.535874986309477,4.264292228181445,1.3823553839153022,0.2,Iris-setosa
+108,4.7565292615152375,3.4237414598417772,1.6009808597322641,0.2,Iris-setosa
+109,4.873051627642431,3.0902034405258676,1.4914751834107614,0.1,Iris-setosa
+110,7.7,2.7454667956497376,6.7,1.9897730403350677,Iris-virginica
+111,5.011694102037493,3.5948279086083343,1.3881805478543567,0.2,Iris-setosa
+112,6.748583028804264,3.313959876334355,5.728766760553478,2.4999992839173677,Iris-virginica
+113,6.4257523088520125,2.901549342268579,4.3054001289717805,1.2988560422684248,Iris-versicolor
+114,4.4,3.158591069268073,1.2998569398646527,0.2,Iris-setosa
+115,5.106325355906543,3.292076465145974,1.9758398297688393,0.4567073553635666,Iris-setosa
+116,6.433181110576465,3.055908349145194,5.475467041767099,1.805576051054589,Iris-virginica
+117,6.673546801816516,3.251434639477311,5.647209942602195,2.5,Iris-virginica
+118,6.290512985550102,2.3040394965854056,4.432432634825743,1.3116601720859151,Iris-versicolor
+119,6.385150726247003,2.848143773445103,4.268086064443073,1.288227036656208,Iris-versicolor
diff --git a/iris/tab_ddpm/1/8/test.csv b/iris/tab_ddpm/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/8/train.csv b/iris/tab_ddpm/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/8/val.csv b/iris/tab_ddpm/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/9/synth.csv b/iris/tab_ddpm/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..680774ee05592b790a688083240f7f667f0621ab
--- /dev/null
+++ b/iris/tab_ddpm/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.285982134280424,3.5876039829809256,1.49061113220394,0.2,Iris-setosa
+1,7.7,2.7047206458506023,6.699998994694342,1.9738460345009048,Iris-virginica
+2,5.725240627463735,4.4,1.5113547445229278,0.4474903775819886,Iris-setosa
+3,5.105561274473401,3.4138070433079095,1.5007562236505132,0.2,Iris-setosa
+4,5.651162397380043,4.39999925732651,1.498397063854816,0.39501569750256527,Iris-setosa
+5,5.533557178010071,2.984609384022545,4.082666485546588,1.294371655318384,Iris-versicolor
+6,4.885167711709059,3.1063538975859517,1.4918247674373903,0.10000010143176613,Iris-setosa
+7,5.0242484243768635,3.6440863349573718,1.4091897943877565,0.2,Iris-setosa
+8,5.125229635818915,3.8079257057617,1.6264772283844162,0.36806494834610615,Iris-setosa
+9,5.192564596759032,2.733325003568891,4.071561782106849,1.4178635019079093,Iris-versicolor
+10,6.269347550089201,2.298012178779988,4.40734193704524,1.2746452019476744,Iris-versicolor
+11,5.199328664694116,3.401181791644906,1.3995767762107518,0.2,Iris-setosa
+12,5.815435108769765,3.154289494122985,4.757813561245298,1.7212094632823876,Iris-versicolor
+13,5.57720442199664,4.274481448940341,1.3898168721214383,0.2,Iris-setosa
+14,7.7,2.76367875754746,6.699998916127413,1.951296784718279,Iris-virginica
+15,5.672817637556082,4.4,1.473456963303739,0.5686284248691316,Iris-setosa
+16,5.5859033458669645,4.4,1.4673908284394288,0.3713898509512574,Iris-setosa
+17,6.685932666878405,3.2118495995659657,5.698471292079797,2.2676396672345915,Iris-virginica
+18,6.671540247558623,3.318726276251869,5.676288094814443,2.1276971019708575,Iris-virginica
+19,6.442646810309497,2.9165683397779314,4.309115112636817,1.3374268674771888,Iris-versicolor
+20,5.5719938576978505,2.98627435612551,4.418443599950691,1.468802504866586,Iris-versicolor
+21,5.1004730904146545,3.7918763644512303,1.940286770624433,0.44490722297773855,Iris-setosa
+22,5.164841000980102,3.4463936756509392,1.4900943790210164,0.2,Iris-setosa
+23,7.7,2.79744483841462,6.699998628251109,1.9906398958745855,Iris-virginica
+24,5.064056241631762,3.398172555996413,1.4969497782082333,0.2,Iris-setosa
+25,4.400000501521818,3.189781405102666,1.3120009801864214,0.2,Iris-setosa
+26,7.355933897065152,2.8946403049382137,6.342456347068768,1.7891095526753884,Iris-virginica
+27,6.699363526608396,3.0002202591511593,5.016404252866128,1.7015008434208876,Iris-versicolor
+28,5.071802053709461,3.5183182688626613,1.4026207259693477,0.3072656305697629,Iris-setosa
+29,5.619908459245922,2.7092085984028307,4.189499856105787,1.3116501551825597,Iris-versicolor
+30,4.613026614835711,3.383194185972096,1.4021039785797837,0.2905708730722036,Iris-setosa
+31,7.7,2.7689269755526857,6.699998938621736,2.0564618299286117,Iris-virginica
+32,5.200364564238739,3.4181011277361213,1.4061743667838675,0.2,Iris-setosa
+33,6.308681852331795,3.3976689080058518,5.699592493156409,2.382991751700948,Iris-virginica
+34,6.633008422331299,3.3284207597739117,5.656547764807336,2.5,Iris-virginica
+35,5.930152838278561,2.987362086369442,4.933842194695449,1.7772156178487708,Iris-virginica
+36,5.583239156965799,4.257005839398449,1.3533990476836428,0.2,Iris-setosa
+37,6.017276662573647,2.9798556497272894,4.79195148294874,1.799931984583761,Iris-virginica
+38,5.551643168263274,2.662919788534765,4.2217253037859495,1.297601646366323,Iris-versicolor
+39,5.124483119464302,3.7163502130314887,1.5110098355759607,0.3845258597918563,Iris-setosa
+40,6.367148625258733,2.833134678957786,4.331073016635486,1.2704964288818255,Iris-versicolor
+41,5.996562553920208,3.369288160223048,4.663814083600334,1.6389962384620025,Iris-versicolor
+42,5.908617059934181,2.8111963252551315,5.09565414790282,1.857727873395419,Iris-virginica
+43,4.9877430095453255,3.2727200092338444,1.402180298995599,0.2,Iris-setosa
+44,5.411388486966015,2.98578413422188,4.425907732098678,1.4866928164776114,Iris-versicolor
+45,5.818468867215394,2.688441226861553,5.09034597281414,1.8991813615752289,Iris-virginica
+46,5.394023826124953,3.878111254759504,1.8145196254969826,0.43100042627394136,Iris-setosa
+47,7.7,2.7548272973255994,6.7,2.01945807511965,Iris-virginica
+48,6.4339491647503415,3.1345094552133714,5.509061335617764,1.8238778552128188,Iris-virginica
+49,6.669479152278926,3.3043834205017504,5.733099393368836,2.5,Iris-virginica
+50,5.560735462966052,4.260772436412287,1.392583685717684,0.2,Iris-setosa
+51,6.867840041377098,3.2430759304731462,5.672487244740115,2.3269919571437288,Iris-virginica
+52,6.3521749741579585,2.456528979436374,4.824972132434049,1.4929237795196346,Iris-versicolor
+53,6.438288043691623,2.9150903937282924,4.235165463501547,1.304648771519153,Iris-versicolor
+54,5.993435114325163,2.9991754607328622,4.782722465132242,1.798849602402518,Iris-virginica
+55,5.233886352321354,3.4955541518143334,1.5437752090077963,0.2,Iris-setosa
+56,5.384881461322092,3.6922374646172966,1.4060488729875391,0.2,Iris-setosa
+57,4.979468456401983,3.3081558671744697,1.4099947528628032,0.2,Iris-setosa
+58,5.200292925178719,3.5879048568058747,1.501640032263011,0.2,Iris-setosa
+59,7.699999054057717,2.7522707635946992,6.7,1.992194501751076,Iris-virginica
+60,5.118463752364236,3.7667246234328076,1.5759432961341364,0.2,Iris-setosa
+61,5.955472659557404,2.2,5.023462655983691,1.493352560932983,Iris-virginica
+62,6.390064275531668,2.6573857121066884,5.277162366494076,1.8999331085059838,Iris-virginica
+63,4.8951212002679485,3.093080371678866,1.4948687801613392,0.1,Iris-setosa
+64,5.48850355757273,2.3993231150320478,3.7464177457319003,0.942393323753223,Iris-versicolor
+65,6.802408281777999,3.001923239332757,5.487945036591135,2.0862983349949467,Iris-virginica
+66,4.608353363515921,3.6090162794427982,1.000000447776722,0.2,Iris-setosa
+67,7.7,2.741047787225549,6.7,1.996308964250742,Iris-virginica
+68,4.4,2.8698958884937094,1.406606427751205,0.2,Iris-setosa
+69,4.91096199500907,2.405373430764792,3.2064870167603727,1.1749872481552974,Iris-versicolor
+70,5.328004426268947,3.7550767822285493,1.4962612623172882,0.2,Iris-setosa
+71,6.393061975362264,2.878045602128526,4.2799771851645225,1.2862745386119898,Iris-versicolor
+72,7.7,2.7685793799212717,6.7,1.9949198432564614,Iris-virginica
+73,6.644635810213553,3.0393608464230257,4.373448016451342,1.3761574601147843,Iris-versicolor
+74,6.665459904271518,3.2757148839203234,5.658927083105204,2.4999986715612796,Iris-virginica
+75,5.561051480596477,4.4,1.4625731525175394,0.49241463994286483,Iris-setosa
+76,6.31993543829663,2.6952680257871684,4.900505252454185,1.798031402208737,Iris-virginica
+77,7.7,2.7563994223007198,6.7,1.9990447402638076,Iris-virginica
+78,5.50295615821461,2.6209499484194203,4.373959465863319,1.1609867931461717,Iris-versicolor
+79,7.7,2.7771882562385515,6.7,1.9979414438151204,Iris-virginica
+80,7.023071635496405,3.114895074543208,5.80651194175579,2.2267182276645294,Iris-virginica
+81,4.804976400041223,3.404413755632454,1.6142769786964075,0.2,Iris-setosa
+82,7.7,2.767797167356999,6.7,2.033933078801493,Iris-virginica
+83,5.413181413730578,3.9216953575425064,1.677376321233675,0.3677036967754418,Iris-setosa
+84,5.59500988431082,2.689715470188757,4.187223060251087,1.2981845389186093,Iris-versicolor
+85,5.070053845653133,3.4973600640992633,1.3583077786757067,0.2974952316752773,Iris-setosa
+86,6.406994716072599,2.9012607085882887,4.27525180962749,1.2991490717322134,Iris-versicolor
+87,5.55330601976336,2.9845341104903453,4.113736411781668,1.2940725573752276,Iris-versicolor
+88,4.837750302341316,3.095375205451009,1.5144742917863085,0.1,Iris-setosa
+89,7.7,2.7986621321830616,6.699998247360585,2.014715942583135,Iris-virginica
+90,5.567720200955489,4.4,1.4706329863845857,0.3980690807345957,Iris-setosa
+91,5.705550275557719,2.997037790276029,4.295952202754311,1.4955787637639546,Iris-versicolor
+92,4.593345792271295,3.607439301798571,1.0,0.2,Iris-setosa
+93,5.803473710969533,2.689229041149788,5.105368152958082,1.9006798316960833,Iris-virginica
+94,6.687185271528309,2.9814958394637276,4.944373977592715,1.6770074528367436,Iris-versicolor
+95,6.53614190093105,2.991065328538759,5.482764051193264,1.8108498288443842,Iris-virginica
+96,5.464278698903528,4.178906772520051,1.4040358357873985,0.2,Iris-setosa
+97,5.708019611429165,4.4,1.474822378645769,0.5982582564611016,Iris-setosa
+98,5.504900920529468,2.398239407173582,3.8304665008449703,1.0220652329053475,Iris-versicolor
+99,6.3790838330582345,3.204468644425671,4.488220082474176,1.5207866622440513,Iris-versicolor
+100,5.117007627381358,3.426571221476678,1.4369460429139072,0.2,Iris-setosa
+101,5.900582118101344,3.1938103245921083,4.762968826293717,1.8208101516422748,Iris-versicolor
+102,6.284663920513815,2.532960306281712,4.9147149018362635,1.4931414580204174,Iris-versicolor
+103,6.668969236461812,3.3068204050889465,5.630480288475006,2.144641300204357,Iris-virginica
+104,6.614338183333212,3.0321151323566253,4.927410612551017,1.5913026042010083,Iris-versicolor
+105,6.6864611764820285,2.9975386633809418,4.990299398605183,1.674994006924584,Iris-versicolor
+106,7.1020238909827516,3.004954269750401,5.90451692857674,2.1253084752099185,Iris-virginica
+107,5.128650156828042,3.380502812516202,1.4033748042644796,0.2,Iris-setosa
+108,6.0216026519169565,2.699543085397081,5.133020361534212,1.61599360669644,Iris-versicolor
+109,4.646031483340228,3.4080341837419303,1.3765735833900028,0.29667460250567923,Iris-setosa
+110,6.299827217123436,2.4807489386768897,5.005381181493892,1.904942857017249,Iris-virginica
+111,5.441322834856322,3.381454141723709,1.9628047100208033,0.2,Iris-setosa
+112,5.950600864389238,2.2000003723188044,5.027334384714751,1.4790731467654818,Iris-virginica
+113,5.478552707452716,2.395405604759884,3.708676409361881,1.089712285269218,Iris-versicolor
+114,6.698348883243659,3.0923220011040105,4.374288619177141,1.39994916849623,Iris-versicolor
+115,6.28344356208328,2.530844450236569,4.9036648477629345,1.5087849094006118,Iris-versicolor
+116,6.691700861704446,3.1007198866765107,4.385412807159241,1.3979657869655207,Iris-versicolor
+117,5.536416579424886,4.240600458639189,1.4000965688015148,0.2,Iris-setosa
+118,6.305098554125545,2.498646088848046,4.995538902500959,1.8926034097444764,Iris-virginica
+119,5.099148090577485,3.815725368675815,1.9444722257049674,0.39687614207853616,Iris-setosa
diff --git a/iris/tab_ddpm/1/9/test.csv b/iris/tab_ddpm/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/9/train.csv b/iris/tab_ddpm/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/1/9/val.csv b/iris/tab_ddpm/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/1/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/1/diffusion.pt b/iris/tab_ddpm/1/diffusion.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8dae6d08290f69be0ca737156bf72f2716d0f3b9
--- /dev/null
+++ b/iris/tab_ddpm/1/diffusion.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7896436f9fb11f9f4c60cd1ef1d345dda6eb7c21a578058de3fabdaa27e39241
+size 6499269
diff --git a/iris/tab_ddpm/1/diffusion_state.json b/iris/tab_ddpm/1/diffusion_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f5375a45f0bff454acd81dac05f9d008c4f8e13
--- /dev/null
+++ b/iris/tab_ddpm/1/diffusion_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e18a6ffddedfce4bf0dfc94c9881f3a1046a63cd5e694564b1d2d16977a1181e
+size 6480710
diff --git a/iris/tab_ddpm/1/mlu_log.csv b/iris/tab_ddpm/1/mlu_log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d27e35f8f2d9dc618b6abeb533cedfce3183360
--- /dev/null
+++ b/iris/tab_ddpm/1/mlu_log.csv
@@ -0,0 +1,84831 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+tab_ddpm,0,1.0396391153335571,,,,,,
+tab_ddpm,1,0.9313738942146301,,,,,,
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diff --git a/iris/tab_ddpm/1/model.pt b/iris/tab_ddpm/1/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1046b6eabe79e98e1f63dbcb0eed75200fca79b1
--- /dev/null
+++ b/iris/tab_ddpm/1/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2cd08ec64bf0dc7eaaa45157ee597d78eb20a4de122bacaf4e96a5552044e84
+size 6456342
diff --git a/iris/tab_ddpm/1/model_state.json b/iris/tab_ddpm/1/model_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..999934276596400a3b51bc33d4a7ee40b2ae8219
--- /dev/null
+++ b/iris/tab_ddpm/1/model_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe479b5409e5045d1fdf0aa602b195ecb751cc6ced52e7ad2541aa3336bc5057
+size 6453564
diff --git a/iris/tab_ddpm/1/params.json b/iris/tab_ddpm/1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd3fe9f5e78db4fdead0805aaa257453000753e9
--- /dev/null
+++ b/iris/tab_ddpm/1/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0afc612db39c14dca9f1f9b551c4643f0d58c7062a4fb0e22d23360816b81cc3
+size 331
diff --git a/iris/tab_ddpm/1/tab_ddpm_eval.ipynb b/iris/tab_ddpm/1/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c356beedb2d516effe3e30c4d1e7be92b1fe4d01
--- /dev/null
+++ b/iris/tab_ddpm/1/tab_ddpm_eval.ipynb
@@ -0,0 +1,2702 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1c5ee98f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:12:52.639822Z",
+     "iopub.status.busy": "2024-07-25T10:12:52.639432Z",
+     "iopub.status.idle": "2024-07-25T10:13:03.474512Z",
+     "shell.execute_reply": "2024-07-25T10:13:03.473572Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.847314,
+     "end_time": "2024-07-25T10:13:03.477182",
+     "exception": false,
+     "start_time": "2024-07-25T10:12:52.629868",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 44%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 73%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "45e7f6a8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:03.501310Z",
+     "iopub.status.busy": "2024-07-25T10:13:03.500854Z",
+     "iopub.status.idle": "2024-07-25T10:13:03.509518Z",
+     "shell.execute_reply": "2024-07-25T10:13:03.508679Z"
+    },
+    "papermill": {
+     "duration": 0.023,
+     "end_time": "2024-07-25T10:13:03.511488",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.488488",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3de7ce8f",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00966,
+     "end_time": "2024-07-25T10:13:03.530864",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.521204",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "519fb26d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:03.551979Z",
+     "iopub.status.busy": "2024-07-25T10:13:03.551290Z",
+     "iopub.status.idle": "2024-07-25T10:13:03.558643Z",
+     "shell.execute_reply": "2024-07-25T10:13:03.557748Z"
+    },
+    "papermill": {
+     "duration": 0.01996,
+     "end_time": "2024-07-25T10:13:03.560557",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.540597",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"tab_ddpm_concat\"]\n",
+    "single_model = \"tab_ddpm_concat\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"tab_ddpm_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"tab_ddpm_concat\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8d6c525e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:03.581602Z",
+     "iopub.status.busy": "2024-07-25T10:13:03.580975Z",
+     "iopub.status.idle": "2024-07-25T10:13:03.586119Z",
+     "shell.execute_reply": "2024-07-25T10:13:03.585243Z"
+    },
+    "papermill": {
+     "duration": 0.017733,
+     "end_time": "2024-07-25T10:13:03.588018",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.570285",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/1\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "f0ace586",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:03.610412Z",
+     "iopub.status.busy": "2024-07-25T10:13:03.610060Z",
+     "iopub.status.idle": "2024-07-25T10:13:03.616738Z",
+     "shell.execute_reply": "2024-07-25T10:13:03.615889Z"
+    },
+    "papermill": {
+     "duration": 0.020095,
+     "end_time": "2024-07-25T10:13:03.618603",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.598508",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "0d0ed053",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:03.639426Z",
+     "iopub.status.busy": "2024-07-25T10:13:03.639152Z",
+     "iopub.status.idle": "2024-07-25T10:13:04.628089Z",
+     "shell.execute_reply": "2024-07-25T10:13:04.626957Z"
+    },
+    "papermill": {
+     "duration": 1.001944,
+     "end_time": "2024-07-25T10:13:04.630462",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:03.628518",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "7870206b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:04.653204Z",
+     "iopub.status.busy": "2024-07-25T10:13:04.652851Z",
+     "iopub.status.idle": "2024-07-25T10:13:05.645250Z",
+     "shell.execute_reply": "2024-07-25T10:13:05.644128Z"
+    },
+    "papermill": {
+     "duration": 1.006532,
+     "end_time": "2024-07-25T10:13:05.647527",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:04.640995",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "4bce127d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:05.670222Z",
+     "iopub.status.busy": "2024-07-25T10:13:05.669899Z",
+     "iopub.status.idle": "2024-07-25T10:13:05.679164Z",
+     "shell.execute_reply": "2024-07-25T10:13:05.678407Z"
+    },
+    "papermill": {
+     "duration": 0.022879,
+     "end_time": "2024-07-25T10:13:05.681120",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:05.658241",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "9e26e363",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:05.705842Z",
+     "iopub.status.busy": "2024-07-25T10:13:05.705037Z",
+     "iopub.status.idle": "2024-07-25T10:13:06.062579Z",
+     "shell.execute_reply": "2024-07-25T10:13:06.061434Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.372426,
+     "end_time": "2024-07-25T10:13:06.065069",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:05.692643",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "20d78162",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:06.088833Z",
+     "iopub.status.busy": "2024-07-25T10:13:06.088235Z",
+     "iopub.status.idle": "2024-07-25T10:13:07.704949Z",
+     "shell.execute_reply": "2024-07-25T10:13:07.704068Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.631264,
+     "end_time": "2024-07-25T10:13:07.707330",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:06.076066",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "6b0369a0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:07.733046Z",
+     "iopub.status.busy": "2024-07-25T10:13:07.732144Z",
+     "iopub.status.idle": "2024-07-25T10:13:07.740927Z",
+     "shell.execute_reply": "2024-07-25T10:13:07.740191Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023537,
+     "end_time": "2024-07-25T10:13:07.742834",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:07.719297",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "diffusion_path = os.path.join(model_dir_2, f\"diffusion.pt\")\n",
+    "trainer_path = os.path.join(model_dir_2, f\"trainer.pt\")\n",
+    "model_state_path = os.path.join(model_dir_2, f\"model_state.json\")\n",
+    "diffusion_state_path = os.path.join(model_dir_2, f\"diffusion_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "8cadbbcd",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:07.765475Z",
+     "iopub.status.busy": "2024-07-25T10:13:07.765187Z",
+     "iopub.status.idle": "2024-07-25T10:13:07.769875Z",
+     "shell.execute_reply": "2024-07-25T10:13:07.768985Z"
+    },
+    "executionInfo": {
+     "elapsed": 11,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "50dcb58c-f0de-4f40-f97f-79a3cd23681b",
+    "papermill": {
+     "duration": 0.018313,
+     "end_time": "2024-07-25T10:13:07.771896",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:07.753583",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "3dab1289",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:07.795436Z",
+     "iopub.status.busy": "2024-07-25T10:13:07.795120Z",
+     "iopub.status.idle": "2024-07-25T10:13:07.911389Z",
+     "shell.execute_reply": "2024-07-25T10:13:07.910599Z"
+    },
+    "papermill": {
+     "duration": 0.130553,
+     "end_time": "2024-07-25T10:13:07.913782",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:07.783229",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "f39d0ccb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:07.939704Z",
+     "iopub.status.busy": "2024-07-25T10:13:07.939336Z",
+     "iopub.status.idle": "2024-07-25T10:13:12.357122Z",
+     "shell.execute_reply": "2024-07-25T10:13:12.356033Z"
+    },
+    "papermill": {
+     "duration": 4.433544,
+     "end_time": "2024-07-25T10:13:12.359611",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:07.926067",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:13:09.713094: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:13:09.713151: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:13:09.714887: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "5bdf1348",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:12.383906Z",
+     "iopub.status.busy": "2024-07-25T10:13:12.383313Z",
+     "iopub.status.idle": "2024-07-25T10:13:12.390430Z",
+     "shell.execute_reply": "2024-07-25T10:13:12.389776Z"
+    },
+    "papermill": {
+     "duration": 0.021287,
+     "end_time": "2024-07-25T10:13:12.392355",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:12.371068",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "0057c7fd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:12.417769Z",
+     "iopub.status.busy": "2024-07-25T10:13:12.417494Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.156104Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.155236Z"
+    },
+    "papermill": {
+     "duration": 2.754061,
+     "end_time": "2024-07-25T10:13:15.158565",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:12.404504",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "acb5874e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.185314Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.184983Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.191168Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.190314Z"
+    },
+    "papermill": {
+     "duration": 0.021949,
+     "end_time": "2024-07-25T10:13:15.193077",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.171128",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "1c8f4a89",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.219348Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.218686Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.743218Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.742239Z"
+    },
+    "papermill": {
+     "duration": 0.539931,
+     "end_time": "2024-07-25T10:13:15.745706",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.205775",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "255601f7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.772786Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.772479Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.792912Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.792044Z"
+    },
+    "papermill": {
+     "duration": 0.036344,
+     "end_time": "2024-07-25T10:13:15.794847",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.758503",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['tab_ddpm_concat'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "7c95ca5b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.820789Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.820171Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.869771Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.868872Z"
+    },
+    "papermill": {
+     "duration": 0.064949,
+     "end_time": "2024-07-25T10:13:15.871816",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.806867",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 30000, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 8, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 32, 't_steps': 1024, 'mlu_run': 0, 'target': None, 'lr': 0.0021337872195045216, 'loss_fn': <function l1_loss at 0x7e7650668b80>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    mlu_params[\"target\"] = mlu_params.pop(\"mlu_target\", mlu_params.pop(\"target\", None))\n",
+    "    mlu_params[\"lr\"] = mlu_params.pop(\"mlu_lr\", mlu_params.pop(\"lr\", None))\n",
+    "    mlu_params[\"loss_fn\"] = mlu_params.pop(\"mlu_loss_fn\", mlu_params.pop(\"loss_fn\", None))\n",
+    "    mlu_params[\"Optim\"] = mlu_params.pop(\"mlu_Optim\", mlu_params.pop(\"Optim\", None))\n",
+    "    mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    print(mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "5a99f509",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.899367Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.899045Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.915807Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.914916Z"
+    },
+    "papermill": {
+     "duration": 0.032764,
+     "end_time": "2024-07-25T10:13:15.917822",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.885058",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "4c6a253a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.942844Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.942567Z",
+     "iopub.status.idle": "2024-07-25T10:13:15.946451Z",
+     "shell.execute_reply": "2024-07-25T10:13:15.945554Z"
+    },
+    "papermill": {
+     "duration": 0.018677,
+     "end_time": "2024-07-25T10:13:15.948359",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.929682",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "c6a97f91",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:15.974002Z",
+     "iopub.status.busy": "2024-07-25T10:13:15.973718Z",
+     "iopub.status.idle": "2024-07-25T10:13:16.071234Z",
+     "shell.execute_reply": "2024-07-25T10:13:16.070362Z"
+    },
+    "papermill": {
+     "duration": 0.112564,
+     "end_time": "2024-07-25T10:13:16.073372",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:15.960808",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/tab_ddpm_concat/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "805c8379",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:16.101508Z",
+     "iopub.status.busy": "2024-07-25T10:13:16.101124Z",
+     "iopub.status.idle": "2024-07-25T10:13:16.110688Z",
+     "shell.execute_reply": "2024-07-25T10:13:16.109857Z"
+    },
+    "papermill": {
+     "duration": 0.02586,
+     "end_time": "2024-07-25T10:13:16.112613",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:16.086753",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 1024 starting 30000 until 0\n",
+      "mlu step times 1*2*8\n",
+      "mlu samples 32 / 120\n",
+      "mlu logging ./mlu_log.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log.csv\"),\n",
+    "        **mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "b6777085",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:16.138860Z",
+     "iopub.status.busy": "2024-07-25T10:13:16.138569Z",
+     "iopub.status.idle": "2024-07-25T10:13:16.146779Z",
+     "shell.execute_reply": "2024-07-25T10:13:16.145912Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023712,
+     "end_time": "2024-07-25T10:13:16.148792",
+     "exception": false,
+     "start_time": "2024-07-25T10:13:16.125080",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "from ml_utility_loss.synthesizers.tab_ddpm.params.default import RTDL_PARAMS\n",
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "from copy import deepcopy\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "\n",
+    "model_params={\n",
+    "    **params,\n",
+    "}\n",
+    "\n",
+    "n_layers = model_params.pop(\"n_layers\")\n",
+    "d_layers_0 = model_params.pop(\"d_layers_0\")\n",
+    "d_layers_i = model_params.pop(\"d_layers_i\")\n",
+    "d_layers_n = model_params.pop(\"d_layers_n\")\n",
+    "d_layers = [\n",
+    "    d_layers_0,\n",
+    "    *[d_layers_i for _ in range(n_layers-2)],\n",
+    "    d_layers_n,\n",
+    "]\n",
+    "model_params[\"d_layers\"] = d_layers\n",
+    "\n",
+    "model_params[\"steps\"] = int(round(epoch_scale * model_params[\"steps\"]))\n",
+    "\n",
+    "rtdl_params = filter_dict(model_params, RTDL_PARAMS)\n",
+    "model_params = {k: v for k, v in model_params.items() if k not in rtdl_params}\n",
+    "model_params[\"rtdl_params\"] = rtdl_params\n",
+    "model_params_ = deepcopy(model_params)\n",
+    "model_params[\"mlu_trainer\"] = mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "944dfb85",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:13:16.175467Z",
+     "iopub.status.busy": "2024-07-25T10:13:16.175155Z",
+     "iopub.status.idle": "2024-07-25T10:25:13.009284Z",
+     "shell.execute_reply": "2024-07-25T10:25:13.008451Z"
+    },
+    "executionInfo": {
+     "elapsed": 343737,
+     "status": "ok",
+     "timestamp": 1697361491663,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
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+      "Step 69000/84830 MLoss: 0.0 GLoss: 0.1971 Sum: 0.1971\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10163948684930801\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 70000/84830 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.05400950089097023\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 71000/84830 MLoss: 0.0 GLoss: 0.1946 Sum: 0.1946\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.025753088295459747\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 72000/84830 MLoss: 0.0 GLoss: 0.1962 Sum: 0.1962\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.021087031811475754\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 73000/84830 MLoss: 0.0 GLoss: 0.1941 Sum: 0.1941\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10764474794268608\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 74000/84830 MLoss: 0.0 GLoss: 0.1924 Sum: 0.1924\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10535022616386414\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 75000/84830 MLoss: 0.0 GLoss: 0.1956 Sum: 0.1956\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02783435583114624\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 76000/84830 MLoss: 0.0 GLoss: 0.195 Sum: 0.195\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03227730840444565\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 77000/84830 MLoss: 0.0 GLoss: 0.1958 Sum: 0.1958\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01724100112915039\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 78000/84830 MLoss: 0.0 GLoss: 0.1962 Sum: 0.1962\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0847480446100235\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 79000/84830 MLoss: 0.0 GLoss: 0.1943 Sum: 0.1943\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09337596222758293\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 80000/84830 MLoss: 0.0 GLoss: 0.1975 Sum: 0.1975\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04586096107959747\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 81000/84830 MLoss: 0.0 GLoss: 0.197 Sum: 0.197\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03339744359254837\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 82000/84830 MLoss: 0.0 GLoss: 0.1969 Sum: 0.1969\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.025708399713039398\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 83000/84830 MLoss: 0.0 GLoss: 0.1997 Sum: 0.1997\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11305956169962883\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 84000/84830 MLoss: 0.0 GLoss: 0.1982 Sum: 0.1982\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n",
+    "from ml_utility_loss.synthesizers.tab_ddpm.pipeline import train as _train, sample as _sample\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "clear_memory()\n",
+    "\n",
+    "train = dfs[df_name_2]\n",
+    "\n",
+    "model, diffusion, trainer = _train(\n",
+    "    train,\n",
+    "    task_type=task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    **model_params,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "95034fdb",
+   "metadata": {
+    "papermill": {
+     "duration": 0.023736,
+     "end_time": "2024-07-25T10:25:13.059340",
+     "exception": false,
+     "start_time": "2024-07-25T10:25:13.035604",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "866bf796",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:25:13.107577Z",
+     "iopub.status.busy": "2024-07-25T10:25:13.107165Z",
+     "iopub.status.idle": "2024-07-25T10:25:13.166955Z",
+     "shell.execute_reply": "2024-07-25T10:25:13.166165Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.086678,
+     "end_time": "2024-07-25T10:25:13.168989",
+     "exception": false,
+     "start_time": "2024-07-25T10:25:13.082311",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(model, model_path)\n",
+    "    if True or not os.path.exists(diffusion_path):\n",
+    "        torch.save(diffusion, diffusion_path)\n",
+    "    trainer.mlu_trainer = None\n",
+    "    #torch.save(trainer, trainer_path)\n",
+    "    if True or not os.path.exists(model_state_path):\n",
+    "        torch.save(deepcopy(model.state_dict()), model_state_path)\n",
+    "    if True or not os.path.exists(diffusion_state_path):\n",
+    "        torch.save(deepcopy(diffusion.state_dict()), diffusion_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(model_params_, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "ef7ff38a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:25:13.218847Z",
+     "iopub.status.busy": "2024-07-25T10:25:13.218539Z",
+     "iopub.status.idle": "2024-07-25T10:25:29.514784Z",
+     "shell.execute_reply": "2024-07-25T10:25:29.513967Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.324336,
+     "end_time": "2024-07-25T10:25:29.517469",
+     "exception": false,
+     "start_time": "2024-07-25T10:25:13.193133",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    # Create synthetic data\n",
+    "    synth_df = _sample(\n",
+    "        diffusion,\n",
+    "        batch_size=model_params[\"batch_size\"],\n",
+    "        num_samples=len(train)\n",
+    "    )\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f8b875e0",
+   "metadata": {
+    "papermill": {
+     "duration": 0.022695,
+     "end_time": "2024-07-25T10:25:29.563767",
+     "exception": false,
+     "start_time": "2024-07-25T10:25:29.541072",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyP9QeEydtXrVGW6XxyuLIx2",
+   "mount_file_id": "1thrslXDsb3UiDvvPU--356QMeNaiFBdW",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 760.200753,
+   "end_time": "2024-07-25T10:25:31.413710",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/1/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/1/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:12:51.212957",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/tvae/3/0/synth.csv b/iris/tvae/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9370ea11f2b54e3f916a4e51910c16376c923df4
--- /dev/null
+++ b/iris/tvae/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.558742512377383,2.8077289542511674,3.8826757233767344,1.2625902958821602,Iris-versicolor
+1,6.446501408894216,3.03316806723807,5.131700366667585,2.107757000455223,Iris-virginica
+2,7.164300570796492,3.2741272236876107,5.726904729981109,2.3470608347955944,Iris-virginica
+3,5.210764886457412,3.8882801538789695,1.307086293971537,0.1728385610420784,Iris-setosa
+4,6.500766541701096,3.0492455458109258,5.032246001873654,2.0100516733875953,Iris-virginica
+5,4.981863899937581,4.018409433526527,1.3575704877319141,0.34022134179642083,Iris-setosa
+6,5.257298473913146,2.603690671571675,3.810406842183114,1.0585604312328794,Iris-versicolor
+7,4.766667933698821,3.24797197166498,1.5254688735909676,0.2133336878751877,Iris-setosa
+8,6.429881926573011,3.0913322613091436,4.878555322663791,1.6402937384182534,Iris-virginica
+9,6.902447702308978,2.9423056697726464,4.66128043133682,1.3182818227811601,Iris-versicolor
+10,6.870758953389527,3.4251580395015164,5.817129810292753,2.3282859135340193,Iris-virginica
+11,6.797642424201465,2.9915401191713955,4.937367107486605,1.4980149622698629,Iris-virginica
+12,6.7463976846198985,3.078986347087616,5.560822649106498,2.3819098845836484,Iris-virginica
+13,5.194944349740209,3.7437995585788078,1.4696889566040132,0.25981048220994446,Iris-setosa
+14,5.619483197522902,2.8067356254805147,4.798933050640492,1.540925660040417,Iris-setosa
+15,5.437053739084725,3.3651287234655007,5.309470011113709,2.101200121301778,Iris-virginica
+16,4.878436766930134,3.2649817885916885,1.4147284427210065,0.23984337751543355,Iris-setosa
+17,6.481245200244025,2.7597560624892106,4.84799199295314,1.4081084729482154,Iris-virginica
+18,7.187028353928538,3.2090850409538345,5.701095047679564,2.264038011956869,Iris-virginica
+19,5.777351638619853,2.87663040020859,4.843245921669731,1.7376737404057556,Iris-versicolor
+20,5.941319022188161,2.519617822152474,5.029646719026538,1.3967839153784842,Iris-virginica
+21,6.263354802124041,2.76290242692835,4.186452433634667,1.263543572996599,Iris-versicolor
+22,5.169207135563656,3.384319138247533,1.317989430771356,0.025295466709784054,Iris-setosa
+23,5.259570737779357,2.8199608793400297,3.63409087028727,0.9611336440761367,Iris-versicolor
+24,4.713930989479592,3.710962200247844,0.7941815304202978,0.16818791222481527,Iris-setosa
+25,6.325765398605283,3.04268712097537,4.721619807593134,1.1565168331109474,Iris-versicolor
+26,6.295681921449342,2.6602528836730084,4.213338721739932,1.069788512806765,Iris-versicolor
+27,6.556597377333789,3.338284147007818,5.490448327875241,2.051710250852362,Iris-virginica
+28,5.855236343302818,2.573158056810782,5.104329227165074,1.7918907337760899,Iris-virginica
+29,5.185799038090304,3.516757117391391,1.5584783216005091,0.24658778341115667,Iris-setosa
+30,5.66261071012647,2.957721479360072,4.72405913016972,1.6083676112984366,Iris-versicolor
+31,6.528630082304284,3.1546392004732993,4.696778433388588,1.7599656736984914,Iris-virginica
+32,7.320813215313926,3.3956230078147307,6.665373560864269,2.175573293231923,Iris-virginica
+33,4.511162774859788,2.949122986876093,1.526848603281939,0.14620921809299936,Iris-setosa
+34,6.618424134410416,3.2524404336871235,5.515182674200757,2.285260525697766,Iris-virginica
+35,6.530927122335109,2.934676299491731,5.0038518359899795,1.7075207933280554,Iris-virginica
+36,6.375144183455979,2.983251763665113,5.003673803875628,1.8339810365796967,Iris-virginica
+37,5.423464559134612,3.1516686827482503,5.113666806937705,2.131813154100023,Iris-virginica
+38,6.127485947750707,2.8845573618600446,4.236377309660164,1.6953798545543697,Iris-versicolor
+39,5.240519065186385,3.4625643274844005,1.8860431396426696,0.49880152993478183,Iris-setosa
+40,6.917173316805769,2.850609909756549,5.585894297418295,1.6573504330605033,Iris-virginica
+41,6.723079039895219,3.8537478196132655,5.730772112887425,1.8648297926775619,Iris-virginica
+42,5.6165923126917345,3.0743986675681,4.554626252720344,1.6863759297528746,Iris-versicolor
+43,5.957019230851797,2.5518147707471646,4.235893459732909,1.1532118381073264,Iris-versicolor
+44,6.457317383972447,3.0655932466493483,5.673631514855258,2.0763728913229045,Iris-virginica
+45,6.320027025639191,3.0458933489323683,4.634781531921639,1.3801687683944044,Iris-versicolor
+46,6.5260873634852405,2.8262090623636866,4.715416066103404,1.6542760760997308,Iris-versicolor
+47,7.079280337960869,2.5746624168569996,6.013082460551482,1.84128251776656,Iris-virginica
+48,4.49379579938404,3.399426909355745,1.284241290756417,0.14452599349026163,Iris-setosa
+49,4.544182428760837,3.042191874476142,1.5726345361011844,0.13855019294484494,Iris-setosa
+50,5.965804908517986,2.725589230233209,4.7688946265313925,1.4107318614660511,Iris-virginica
+51,4.989985768310952,3.29573283158688,1.2271617990110146,0.24692223469824937,Iris-setosa
+52,6.523007961960922,3.8279590811836455,6.187036280159546,2.394006972752053,Iris-virginica
+53,5.912112509836525,3.1554533360297587,5.02156753157521,2.0070567281594345,Iris-virginica
+54,5.320085864089915,2.179394643317662,3.6029294027833103,1.178808168749781,Iris-versicolor
+55,5.227162894208412,3.691358984606306,1.6477682796290105,0.3469824390944122,Iris-setosa
+56,6.129350955928297,2.753820200099044,4.986894362894353,1.9184090949242747,Iris-virginica
+57,5.941398275506878,2.708372835955714,5.409077084574897,1.7799031239302445,Iris-virginica
+58,6.218499423428656,2.7141636102231455,5.173993034562406,1.8882590594221504,Iris-virginica
+59,6.560912549743727,2.959857579367508,5.197949455889419,1.895933687758371,Iris-virginica
+60,5.07293642535813,3.4867819190784965,1.3857059066513544,0.31427092172314397,Iris-setosa
+61,6.630565773496765,2.63197745266884,4.9247012775884595,1.435015126999102,Iris-versicolor
+62,6.087179544798522,2.714568580477622,4.012241184536882,0.9024350331452139,Iris-versicolor
+63,4.937705483211515,3.0223262805177886,1.4321354207128092,0.21338496538726065,Iris-setosa
+64,6.686968907657926,3.208889253202931,5.613220058160507,2.1721028152804207,Iris-virginica
+65,4.626037315790101,2.7421428003372004,1.38372645540377,0.21575601276479417,Iris-setosa
+66,7.047031383498893,2.7051631118641475,5.664852064863908,1.9181883351736908,Iris-virginica
+67,6.030226015427468,2.941157963043988,4.405227363977507,1.08203234563456,Iris-versicolor
+68,5.667863138792576,2.732851308737089,4.365876407339351,1.1633562637015666,Iris-versicolor
+69,6.301681897946742,3.114771471636882,4.3803667704020555,1.2953474338339246,Iris-versicolor
+70,5.804271755538728,2.6462943819026394,4.373401398045138,1.3104792208157139,Iris-versicolor
+71,4.890644638712263,3.664666359583423,1.6796560037992259,0.23136428754322633,Iris-setosa
+72,6.388138524915963,2.6388500392895646,4.4659798982952275,1.578512287321828,Iris-versicolor
+73,6.531726503452052,2.834574654957417,4.700559241078745,1.5622501252551537,Iris-versicolor
+74,4.863719631511571,3.1480964786096375,1.45125556618232,0.20455937835341775,Iris-setosa
+75,5.558843438828498,2.4784454042577115,3.527520347352757,0.9819835666760258,Iris-versicolor
+76,6.115230516783558,3.144344661061669,4.882430659019065,1.849369632976601,Iris-virginica
+77,7.435579901743881,3.6231704726582254,6.3821779024768,2.2772968427338416,Iris-virginica
+78,6.619621131341541,3.541953825927432,5.600881631703704,2.34550072890916,Iris-virginica
+79,5.629490497462843,3.0353910022480353,4.294920445934584,1.285407884972364,Iris-versicolor
+80,5.576110098823405,2.7023600298208916,4.402625268258886,1.5496208481497202,Iris-versicolor
+81,6.826010419689036,3.0492719333753135,5.202629003599601,1.925227774475213,Iris-virginica
+82,5.84879529330956,3.0062433497421504,4.481028028846932,1.435145541711052,Iris-versicolor
+83,5.947149326682992,3.0359573081033857,4.217591603165899,1.3692916021397368,Iris-versicolor
+84,6.7222626318708265,3.5502011672198854,5.247783191350462,2.375400271109169,Iris-virginica
+85,5.150838704686273,3.8510872435970107,1.2053052709592358,0.11726158123827163,Iris-setosa
+86,5.985634981100772,2.890212560876431,4.252685665237075,1.344958480675744,Iris-versicolor
+87,6.678965365483273,2.789786379374236,5.831958712598941,1.6153016692345368,Iris-virginica
+88,5.294291513928071,2.6598746385656304,4.08807129056569,1.1799358609770527,Iris-versicolor
+89,6.572054931864972,2.9766008951644247,4.871559202643498,1.4133614532730803,Iris-versicolor
+90,7.311762874463534,3.1290716038998876,6.249584765004473,1.7155107775649514,Iris-virginica
+91,6.7850788463663125,3.0504380255817978,5.064990294352171,1.9766041548861522,Iris-virginica
+92,4.735299361007727,3.142475497026892,1.5411724867306322,0.2485414064448329,Iris-setosa
+93,7.558897798583267,3.544061888628657,5.655677235822171,2.266973816023385,Iris-virginica
+94,5.9065866006467065,2.855515284995122,3.7557459721845294,1.3756821509837922,Iris-versicolor
+95,6.383063167900131,2.652311854341786,4.871090029935783,1.809877625927666,Iris-versicolor
+96,7.138975250540724,3.008853949603012,4.185538396428084,1.2730554703055827,Iris-versicolor
+97,5.762272336120981,3.6877281112032922,1.4851236507799013,0.06919290028008063,Iris-setosa
+98,6.635828653524041,3.102479890117039,4.846681396656795,1.5015840522626358,Iris-versicolor
+99,5.828256104890357,2.8549351896575565,5.752498910643124,1.6886365467593394,Iris-virginica
+100,5.312813298628793,3.4125232143946307,1.694370646186524,0.2900571312250066,Iris-setosa
+101,5.411903072041399,3.4102519333290475,1.5981156378360222,0.2836624717338958,Iris-setosa
+102,6.32211800720169,2.8299560499859004,5.18989525402616,1.7077446860814829,Iris-virginica
+103,4.726325604261259,3.3266574787610548,1.156775253659123,0.15084449880130968,Iris-setosa
+104,6.385856641836332,2.8158731783768904,5.20389023359282,1.9011455253976963,Iris-virginica
+105,6.50021702149385,2.791328006783756,4.5163621888055765,1.8314434924247656,Iris-versicolor
+106,5.729801726751015,2.923454566207712,4.064393183816357,1.0952594836713145,Iris-versicolor
+107,4.776011229795577,3.589099113918773,1.5237111481052217,0.1804445614977046,Iris-setosa
+108,6.6689731079756225,2.7993851433155164,4.39361248642822,0.9635677194112097,Iris-versicolor
+109,6.401300526739806,2.7133732437969242,5.938543231468915,1.6912696502562004,Iris-virginica
+110,4.813119140772081,3.0765557148601044,1.307416744703688,0.04727544015041879,Iris-setosa
+111,7.234424347918849,2.922977499559757,5.437289671781399,1.921052494805892,Iris-virginica
+112,5.9985379320804855,2.6181968617909632,4.150489105968392,1.087587508325936,Iris-versicolor
+113,7.0997185250872645,3.0317371833442652,4.518091125787722,1.2719097431882564,Iris-versicolor
+114,5.2847163697760715,3.3756855838833957,1.5778369389962446,0.5028390096459221,Iris-setosa
+115,6.976816761447244,3.283944056937471,5.525823450549395,2.4133660954933913,Iris-virginica
+116,5.275782193785103,2.756050679719465,0.9566566256305767,0.1754391623048692,Iris-setosa
+117,5.725278988608452,2.5973331818639247,4.722378226480056,1.6446957116504486,Iris-virginica
+118,6.971505489475691,3.026651379855249,5.695388037894142,2.0980897638794413,Iris-virginica
+119,7.130763185144347,3.673618514555984,5.887973363971468,2.538489578824171,Iris-virginica
diff --git a/iris/tvae/3/0/test.csv b/iris/tvae/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/0/train.csv b/iris/tvae/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/0/val.csv b/iris/tvae/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/1/synth.csv b/iris/tvae/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff9c77a58e2f0a57231c570d095004583e42b4c6
--- /dev/null
+++ b/iris/tvae/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.466243829788087,3.210146076738481,5.736168566043733,2.170038895211481,Iris-virginica
+1,4.726455446427342,3.1043054356616078,1.4561136198611884,0.2836320277613628,Iris-setosa
+2,5.051853129272493,3.875565825661894,1.43926405341163,0.13788770142538342,Iris-setosa
+3,4.51431909488855,3.3687776280734933,1.3028590944025948,0.22401034910535458,Iris-setosa
+4,6.800895932470574,2.7464397022728813,5.336256220063041,2.0164133251667455,Iris-virginica
+5,5.919133156993605,3.2177811960506593,5.296036467791939,2.032328509394477,Iris-virginica
+6,7.980099064704287,3.2362162571308515,6.535169471076226,2.085526128594958,Iris-virginica
+7,6.137704204549636,2.836028395628657,5.2934780532299035,1.2058055318075094,Iris-versicolor
+8,4.7840712746001515,2.930698894548512,1.6910222092598501,0.29650724922157573,Iris-setosa
+9,5.5281017424276016,3.8578319730125883,1.519381838786141,0.31057135671162023,Iris-setosa
+10,6.649118785508103,2.9378028977241164,5.252518984458088,1.916785189793967,Iris-virginica
+11,5.246826340252791,3.74007385314023,1.2815361494980442,0.16552804926345385,Iris-setosa
+12,6.781994051074504,2.8559081496740206,3.991839972241185,1.4183219550627786,Iris-versicolor
+13,5.499637329498904,2.8859798063391975,4.856293708517641,1.3859212416561106,Iris-versicolor
+14,4.715382331042865,2.841414837481981,1.3467725234853922,0.3257403409487303,Iris-setosa
+15,5.560056720031495,2.8792929064313695,4.598883506950929,1.8139784386748732,Iris-virginica
+16,4.585398115406987,3.006208791360333,1.558641681367117,0.3161380788472224,Iris-setosa
+17,5.8064210868162425,2.7545269046725673,4.429240105871609,1.2040848255915209,Iris-versicolor
+18,5.07877727889961,3.608665807420521,1.6996593192635006,0.27355728720230554,Iris-setosa
+19,6.5736558282960935,3.035900977490353,5.055142165508141,1.8147600254466318,Iris-virginica
+20,4.84951177979241,3.3369329232645826,1.54830599405347,0.30502217282520516,Iris-setosa
+21,5.596201585965264,2.6812904326236975,4.001876493215368,1.3707660892535956,Iris-versicolor
+22,5.154585221817146,2.688807612811362,3.4538052450607095,0.7601374926929377,Iris-versicolor
+23,6.938907002407898,3.217004390746585,5.628359273887147,2.2007969831068266,Iris-virginica
+24,5.245828494517036,3.5313671668914326,1.6454831772372085,0.4216928089546504,Iris-setosa
+25,6.178148117140423,3.052428813030633,4.925201177989021,1.4864758705013508,Iris-versicolor
+26,5.553819354601369,2.3344734238206,3.455869348666177,0.8231467982707037,Iris-versicolor
+27,5.31975260132985,2.5020976855902926,3.7708863600815254,1.031065508293497,Iris-versicolor
+28,6.572161513761967,3.080483470674311,4.774883177918123,1.3429720855526264,Iris-versicolor
+29,4.664311167088929,3.5142723799338107,1.057842695358771,0.15620517632292005,Iris-setosa
+30,6.575866180145683,3.0585855730892977,4.890004792604789,1.2596404106171217,Iris-versicolor
+31,6.272853332998874,2.4934217179552856,5.6131327581274295,2.1773000399633573,Iris-virginica
+32,5.704818377007497,3.0319354794236975,4.6549359944859985,1.433915496142205,Iris-versicolor
+33,6.417714928256961,3.195586740661884,5.647459888144458,1.7971145467811027,Iris-virginica
+34,6.502203422908815,3.0987389808117616,4.167826363831626,1.1145546405603541,Iris-versicolor
+35,5.360550238841983,2.7414782872716286,4.23646101702296,1.5339105086379288,Iris-versicolor
+36,6.610509145209282,3.09822316256603,5.336771182378125,1.801229822571898,Iris-virginica
+37,7.026755872217878,3.3137747643912836,6.136488755902883,2.426875442234536,Iris-virginica
+38,7.231169822051701,2.8778371521964656,5.097807089678819,1.6741458294074647,Iris-virginica
+39,4.643135658951813,2.8383589484089913,1.5645874112792397,0.3180540021572254,Iris-setosa
+40,4.4417846022453595,2.6983640254447248,1.2343721171355264,0.0944453268522269,Iris-setosa
+41,5.177983919940329,2.958139212594007,4.93556821262509,1.9721091123774295,Iris-virginica
+42,6.28876003364069,2.6151101681968387,4.608561212994677,1.4142409847062587,Iris-versicolor
+43,5.188530543270223,3.4345434493181703,1.6683846946107432,0.3039964940676344,Iris-setosa
+44,6.141103251125466,2.7457918121466443,4.409887504564938,1.2788648178815838,Iris-versicolor
+45,6.359753372939647,2.9862664192230435,4.2541254076178285,1.1850682562346255,Iris-versicolor
+46,5.505908578705584,2.9441686559390514,4.3810924756212115,1.0937658128964425,Iris-versicolor
+47,6.567803480772854,2.9907591526243866,4.8017679728884595,1.4884436186915795,Iris-virginica
+48,6.222080146781454,3.1474681047657547,3.8418337205476587,1.3098329047028479,Iris-versicolor
+49,5.441638579700096,2.274954572743062,4.1526580675917675,1.3585260321190604,Iris-versicolor
+50,6.987340124278875,2.985383854209863,5.73029551626033,1.963696574189878,Iris-virginica
+51,5.707447248825954,2.937961806008281,4.2617813422608375,1.6135695269811532,Iris-versicolor
+52,6.07570260440476,3.4338312834548925,5.210991093393069,2.065973851705671,Iris-virginica
+53,5.469012989747506,2.6226611679520975,2.624681292596944,1.106114844677257,Iris-versicolor
+54,6.21853983959931,3.1040547175107416,4.967866252823748,1.4936851952827408,Iris-virginica
+55,4.704383339942579,3.1234526539135987,1.4500982989091384,0.07361115545297997,Iris-setosa
+56,5.729984602619268,3.175728288108594,4.271729183332834,1.1778675708082273,Iris-versicolor
+57,6.050127249671883,2.875745122301484,4.448643479003075,1.452449483227543,Iris-versicolor
+58,6.354117509982476,2.804697749109448,4.494575024872253,1.4596838173415356,Iris-versicolor
+59,5.49400370124088,2.784155856042296,4.345716512144014,1.0038159786978404,Iris-versicolor
+60,4.431121470206541,2.5375171422832388,1.5376876887914113,0.1879222054106589,Iris-setosa
+61,6.587169631608933,3.5893518657763903,5.456891995709672,2.6675381544943897,Iris-virginica
+62,6.901222830032968,3.204733329053736,5.315451209830818,2.226784900329371,Iris-virginica
+63,5.532287093299509,3.1328333001683264,4.13660512127167,1.2691600556355402,Iris-versicolor
+64,7.0809413721274845,2.9056031910974887,5.840986342792597,2.217755754006409,Iris-virginica
+65,4.75318267773561,2.918728691393346,1.5924183469879587,0.23701104745279522,Iris-setosa
+66,6.87459575248152,3.1541708287861945,5.526785511036076,2.0789358089056758,Iris-virginica
+67,5.425283702067212,3.8589830225546815,1.3857229775199105,0.2999556000277957,Iris-setosa
+68,4.97621504611817,3.194065522316719,1.5620303600155527,0.2384969656125831,Iris-setosa
+69,4.584459509272234,3.2235912802456506,1.4256511867983648,0.17154313695752169,Iris-setosa
+70,5.5592367444628445,3.774783515962137,5.676220539198808,2.228240721876584,Iris-virginica
+71,5.732943221092624,2.779030283824899,4.05474041530608,1.243249833283548,Iris-versicolor
+72,6.643187226142388,3.4843795843187597,5.71630940114143,2.346575073147533,Iris-virginica
+73,6.5995995672764645,3.213550718638147,5.086139521036383,1.9992239589273795,Iris-virginica
+74,5.842215829021044,4.001104769581692,2.091638508796496,0.4908049391574697,Iris-setosa
+75,5.518461215547852,2.5999465102174417,5.573497861584478,1.641201278324221,Iris-virginica
+76,6.299980079053575,3.046192986108553,4.386347022847843,1.3390548349179194,Iris-versicolor
+77,5.150877553294705,3.3154877773096643,1.5691301325100473,0.4177819976832381,Iris-setosa
+78,5.65114109704533,4.228126904134435,1.670461586920615,0.46154824973743386,Iris-setosa
+79,4.745591316074372,3.165549861912571,1.3407536475211153,0.32069990863672426,Iris-setosa
+80,6.837081120133508,2.8954490028432325,5.680177847293264,1.9477219533851047,Iris-virginica
+81,7.215829648068004,2.9802488594463963,5.428715322625774,1.4927997339333943,Iris-virginica
+82,5.09420331287733,3.5498116583718655,1.492303438095334,0.16360902373176256,Iris-setosa
+83,7.204523740473775,3.4536385525752986,5.928135625579102,2.4996180560564905,Iris-virginica
+84,7.13805280173958,2.9239496669059024,6.0572590652992435,2.0892650508375814,Iris-virginica
+85,5.34389319118569,2.5655654470756026,1.4373158628809743,0.18100217686148634,Iris-setosa
+86,5.880262316257033,2.653224241599431,4.460213982519238,1.4173033423418149,Iris-versicolor
+87,5.806200324115115,2.701599793000407,4.482555551451406,1.414736569554173,Iris-versicolor
+88,6.024452103404679,2.93971351144628,4.7368063874935515,1.5887965482996385,Iris-virginica
+89,7.020259167559775,3.141033985075816,5.745270311387468,1.8261202836515473,Iris-virginica
+90,6.806406266589406,3.009774697112989,4.481527854917827,1.2238096060053054,Iris-versicolor
+91,6.49070578919741,2.8563709433546447,4.885560429579658,1.5202474064161404,Iris-versicolor
+92,6.23108080602327,3.1014068176682787,4.9285404953867324,1.868465307506007,Iris-virginica
+93,6.384920608087798,2.84469912701767,4.281762885242653,1.1931501597569292,Iris-versicolor
+94,6.833994974466721,2.8366935051130215,4.697766841742794,1.5098312388242436,Iris-versicolor
+95,7.036483386797293,3.1932486264770494,4.536921298036293,1.3365950553619692,Iris-versicolor
+96,4.707209768317819,2.984115759589324,1.1546804924383136,0.09287754249783017,Iris-setosa
+97,6.353843693775192,3.1266426386652584,4.7232423093494385,2.1237978523557506,Iris-virginica
+98,5.611731160416331,3.128774930596757,3.9647378274745524,1.324093506746998,Iris-versicolor
+99,5.3431733336318645,3.182063709106213,1.3057393784241367,0.1641134341309161,Iris-setosa
+100,4.971565315460727,2.805669608726046,3.240565676739897,0.9348161188487758,Iris-versicolor
+101,6.625209091921581,2.8188486690842565,5.377765595134084,1.4931102378324284,Iris-virginica
+102,4.3118932539944375,3.200082310294691,1.2477613550866486,0.2239276058501204,Iris-setosa
+103,6.323472880822868,3.2013964665314916,5.140107276046405,2.0088796791240138,Iris-virginica
+104,6.786901053129748,3.3366570675716396,5.605825626230298,2.173224684877786,Iris-virginica
+105,6.875626419958791,3.360546278400382,5.791840077920503,2.0157486020860897,Iris-virginica
+106,6.215880042234206,2.9346418582934475,4.94229193018765,1.9142824282147017,Iris-virginica
+107,4.4218370797421205,3.270870820452641,1.3667938724224178,0.2894988041591008,Iris-setosa
+108,5.852536913464726,2.782124264172271,4.869165889306794,1.827882494945423,Iris-virginica
+109,6.2618460438577195,2.6480523280939434,3.8071494915225443,1.0568536384391292,Iris-versicolor
+110,6.396665339636737,2.9218752141396838,4.633293992565813,1.4407259810879753,Iris-versicolor
+111,6.446254971298395,3.0405272484693224,5.346850270564717,1.8485939363586092,Iris-virginica
+112,6.826417131773773,3.2833176184344226,5.298251558078324,2.17222121607129,Iris-virginica
+113,6.250018439476389,3.3477038559432626,5.176573003376048,2.1050498388062775,Iris-virginica
+114,5.930219084427903,2.8375777161061495,4.037279387097146,1.1337539546350974,Iris-versicolor
+115,4.576510093050083,3.1064014963671918,1.422410629446727,0.16347648616873303,Iris-setosa
+116,5.808711125707318,2.851091732910507,4.7002202270141265,1.3265019814106045,Iris-versicolor
+117,5.075257192804639,2.567757877803135,4.078978209478214,1.0495896137685683,Iris-versicolor
+118,4.596126757934939,2.523651085369599,1.2687270716795547,0.18415856087708954,Iris-setosa
+119,5.948445413487227,2.859286302397101,3.8390944999163104,1.2205546022421272,Iris-versicolor
diff --git a/iris/tvae/3/1/test.csv b/iris/tvae/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/1/train.csv b/iris/tvae/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/1/val.csv b/iris/tvae/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/10/synth.csv b/iris/tvae/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c84de76aaa602120e1f69ec3dc1f75923087672d
--- /dev/null
+++ b/iris/tvae/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.617042836479389,2.8866470274313922,4.8771454817771955,1.969034006090829,Iris-virginica
+1,5.621105151973188,2.660145649755309,5.08898060097253,1.623207190320194,Iris-versicolor
+2,6.370170452951788,3.215560145870957,4.59169344630298,1.6331666527944877,Iris-versicolor
+3,4.976542603505056,3.9565831433337206,1.3106706928216285,0.21445956962388307,Iris-setosa
+4,5.153661233990215,2.8752103705213523,3.3187669438218697,0.9107315212180523,Iris-versicolor
+5,6.378960934762654,2.9668294493920637,4.295879759296351,1.265156536255884,Iris-versicolor
+6,6.376108520294086,2.917911651924474,4.679824931136694,1.3543871518569561,Iris-versicolor
+7,5.917345627115038,2.85880100954923,4.634152075780277,1.566841194580585,Iris-versicolor
+8,5.885292660852533,2.83884309884077,4.633756806840526,1.3804906997484347,Iris-versicolor
+9,6.389666670523344,3.443052383065802,5.614157313009249,2.510014151056426,Iris-virginica
+10,5.142232868264664,3.667533892885606,1.4353096575985185,0.31030571738504037,Iris-setosa
+11,6.472215518830353,2.8136744315945688,4.743099270696075,1.43030598250845,Iris-versicolor
+12,4.851340759415052,3.4326036496879455,1.2966166674556212,0.27748031316021243,Iris-setosa
+13,5.097482168754927,2.5849401173199062,3.4775284906393167,0.6514682038142265,Iris-versicolor
+14,5.165730987921296,3.7206609302041396,1.380862279601791,0.29996435592129794,Iris-setosa
+15,5.0225997513838205,3.901835286714035,1.361514820152705,0.18661352637512651,Iris-setosa
+16,4.852611130318891,3.937509491582765,1.417376589699102,0.2665939618090288,Iris-setosa
+17,5.431176953590613,2.968217341694951,4.231333944363503,1.1840897973096787,Iris-versicolor
+18,6.679448082310035,3.305605757700558,4.789606028772908,1.4005020783223123,Iris-versicolor
+19,5.0047379035156805,3.546951148355699,1.4709796474730379,0.2429163122416151,Iris-setosa
+20,6.035645578178382,2.9513182208145956,5.662680917672926,1.8617462674899627,Iris-virginica
+21,6.047769453989865,2.7921129560826494,4.498426440627696,1.4301124556354183,Iris-versicolor
+22,4.877667638817557,3.337194058865011,1.5620681506120828,0.17341865418319355,Iris-setosa
+23,7.105027534262162,3.0108036069524573,5.0746783512729285,2.0515826378657938,Iris-virginica
+24,6.525518174860095,2.953230299627507,4.899532469059919,1.8458630508715128,Iris-virginica
+25,7.125837114105008,3.366890373688552,5.70541268731387,2.1124566129969784,Iris-virginica
+26,6.574248593227329,2.7529685196532117,4.9963466191196115,1.6375756737429925,Iris-virginica
+27,6.71365747897395,2.7143627595896365,3.934981402136648,1.0899790809011993,Iris-versicolor
+28,5.403854124812232,3.4618063281590077,5.282289589460056,0.45983485484753467,Iris-virginica
+29,5.100591086943603,3.6318527848067665,1.5560296344361944,0.3762166886975167,Iris-setosa
+30,6.84171366502594,3.0059591241187715,5.400717985982054,1.8315207649985386,Iris-virginica
+31,4.95102950896718,3.6502617869819933,1.469775905981938,0.16474523809531208,Iris-setosa
+32,6.7567988910467,3.4260271917221106,5.419995839199042,2.2748591519274237,Iris-virginica
+33,6.885567275534037,3.1362946925057145,4.366091466415415,1.434221155616291,Iris-versicolor
+34,4.8992929462828405,3.1775204187084256,1.392078462277818,0.24735751900540093,Iris-setosa
+35,6.450702399867751,2.737030963263338,4.294468123811701,1.2435910033481528,Iris-versicolor
+36,6.433324020117736,2.963966022850515,4.719666060423985,1.2368151010064503,Iris-versicolor
+37,6.077368160505783,3.018588597159816,4.556973141370285,1.5238387015293477,Iris-virginica
+38,6.596700011546682,3.0571382878416093,5.26382487999945,1.6979904475317482,Iris-virginica
+39,5.660302648462705,2.706916524628846,1.5576702537860854,0.29904599840181517,Iris-setosa
+40,5.639591874283978,3.2565210837794063,1.3849976566702156,0.3337070955179517,Iris-setosa
+41,4.7973647876629535,3.5252907837121623,1.3175322082562544,0.1171881610327351,Iris-setosa
+42,4.686459911744967,3.061937600141829,1.4830899829833601,0.24137547005969814,Iris-setosa
+43,5.466445768364279,2.5874676844754023,3.768492880155497,1.0409678831195852,Iris-versicolor
+44,6.478527526636058,2.493082763382842,5.2592076056587365,1.1809204339572514,Iris-versicolor
+45,4.835473715215395,3.257571537807018,1.6523287337356571,0.35303997410052,Iris-setosa
+46,4.838961923166984,3.0807663262388636,1.602771656977574,0.36606433334036315,Iris-setosa
+47,5.3146031258111375,3.7714433754931713,1.4941861113683241,0.334853623177823,Iris-setosa
+48,6.711461080393507,3.173396408918635,5.4319862859576915,1.9816622226223815,Iris-virginica
+49,4.385631795269891,3.158068552667036,1.153268602520718,0.09687626736989766,Iris-setosa
+50,6.3672409731792685,2.716768082842991,5.044812263243275,1.933925832911072,Iris-virginica
+51,5.785273660922457,2.88555591462061,4.184089119076458,1.2151539005616343,Iris-versicolor
+52,7.892365548411547,2.9934342496222457,6.851287322462631,1.542176535326353,Iris-virginica
+53,6.390278865878016,2.902519749825254,4.183022896821302,1.413153920241669,Iris-versicolor
+54,6.160097405605533,2.660855889050481,4.8501623091309884,1.52549095916828,Iris-versicolor
+55,6.615154719204557,2.8752624615480475,5.479353204245683,1.8053740147997623,Iris-virginica
+56,6.690405736296323,3.5038215195963915,5.278454434278714,2.208864368502792,Iris-virginica
+57,4.884638909023089,3.29790885446166,1.4851508558612834,0.24127440952352233,Iris-setosa
+58,5.074171032264139,3.679253322465915,1.4065080837332162,0.15412170429112731,Iris-setosa
+59,6.783176436602421,2.844505382347719,5.019273653617881,1.3892293706825627,Iris-versicolor
+60,6.525679458444168,2.7671145929873915,5.487066671694213,2.09201817482411,Iris-virginica
+61,4.649569664098499,3.020294599615148,1.3821155784142747,0.17322307568969686,Iris-setosa
+62,7.324322877214423,3.317462886088284,5.941760800717447,2.2397992229132235,Iris-virginica
+63,5.528471548035196,2.973048353007758,4.53985072759213,1.7600665502123596,Iris-virginica
+64,6.8461624889063675,3.2654623261599873,5.609246157052615,1.9391595967533521,Iris-virginica
+65,6.069117766074779,3.1866593488156467,5.118728151107366,1.8778356962930307,Iris-virginica
+66,6.216661037038642,2.864929726283345,4.6105679054065245,1.1252943635502537,Iris-versicolor
+67,5.256502398403932,3.192021374074856,1.3734727983180048,0.5675888379455329,Iris-setosa
+68,4.724600145957616,3.490996205652035,1.599719877136551,0.27723470422265023,Iris-setosa
+69,5.87446277315415,3.0235382388576695,4.104468960223254,1.3740935703513426,Iris-versicolor
+70,5.9804944811880425,4.159116791210644,1.5817176031988724,0.20854987466357308,Iris-setosa
+71,5.716432632427456,3.5207099422183417,1.552338189968871,0.38299752831245,Iris-setosa
+72,4.425961543944629,2.3070237340337503,1.325187161785721,0.14394729399510747,Iris-setosa
+73,5.803750935126424,2.9897694562306905,4.568107355381224,1.7580262001337283,Iris-setosa
+74,5.1033508623199895,3.247164897835151,1.7209480260841905,0.4009657275211911,Iris-setosa
+75,5.860714819646969,2.6582970966353745,3.9730499371538275,1.3235429368175018,Iris-versicolor
+76,7.16926597990785,3.0337703606900117,6.388345627383884,2.204102949359369,Iris-virginica
+77,6.150618702133769,2.868795392440376,4.8004140645685816,1.5880373005747697,Iris-virginica
+78,5.692397573811038,3.0844423080157166,4.670481599319909,1.7807462659369278,Iris-virginica
+79,5.651912372274812,3.0486769163898124,4.939729940303458,1.8104697896029056,Iris-virginica
+80,6.755578940404457,2.737845339146928,5.434202253213016,1.4176731846665456,Iris-virginica
+81,5.1045647049889125,2.617098704893249,3.306696712935385,0.9884541342547983,Iris-versicolor
+82,6.252366499528867,3.3819274406573636,5.183048347762822,2.1203046865926427,Iris-virginica
+83,5.814191123118002,2.9589715111661072,4.733064505693897,1.4503994733845702,Iris-versicolor
+84,6.7186268604209864,2.7025904098801674,5.3608192833797075,1.733155415302436,Iris-virginica
+85,6.354311439884853,3.0873505878927023,5.471709253544,2.0020709032015023,Iris-virginica
+86,6.336512589917911,3.501063006536644,5.2331284409367225,2.191756437605204,Iris-virginica
+87,5.2571741628339215,3.3429612661616948,5.026019296311185,1.923033089387075,Iris-virginica
+88,6.465949748771727,2.7528960079390803,4.909212999043101,1.3974079367041812,Iris-versicolor
+89,5.940802091967601,2.8841377503390455,5.108819450602341,1.981287449673385,Iris-virginica
+90,5.531362085868418,2.6401010890812286,3.0048874822896785,0.8561915474565389,Iris-versicolor
+91,6.422235414753251,3.238524504861897,5.039574578027583,1.8787286901570948,Iris-virginica
+92,4.620193791492223,3.498781152827175,1.4822379329412447,0.18736173855235363,Iris-setosa
+93,6.426894785088802,3.1298642463290016,5.21378460939957,2.2823674889875116,Iris-virginica
+94,4.838220832261626,3.473387270358824,1.4897017614774424,0.17130897086398453,Iris-setosa
+95,6.048703088105012,2.833428880881521,4.537655632708444,1.5916023517427114,Iris-versicolor
+96,5.245962842306429,3.338608582617572,1.698932726119619,2.00822124752691,Iris-virginica
+97,6.35976777372047,3.280201476454253,5.525611889356591,2.3102696844617854,Iris-virginica
+98,5.805350027653615,2.614023518936229,4.858518630682935,1.110364155396665,Iris-versicolor
+99,4.2161272523508915,2.7847872842181047,1.010887941233278,0.12681218585560275,Iris-setosa
+100,6.70425023636966,3.278869188914741,5.698639063058868,2.1164831668468995,Iris-virginica
+101,4.245001548640271,3.261370265297308,1.5350906944931004,0.10415078812139386,Iris-setosa
+102,5.8628364143064795,2.953715998404337,3.7791725325865966,1.5115577111637004,Iris-versicolor
+103,6.373986823419673,2.501045629418769,4.212673186621528,1.0840782493007297,Iris-versicolor
+104,6.063644129638841,2.9826842696450186,4.374232636272435,1.1461977444328317,Iris-versicolor
+105,6.380343493813498,3.1522811326470923,4.796724297263635,1.850280043399364,Iris-virginica
+106,5.048182884853965,3.4364022386956528,1.7342588673582564,0.32530860723690214,Iris-setosa
+107,6.265595316211526,3.0342800283845732,4.8926772726014285,1.516378607658506,Iris-versicolor
+108,4.680514108499473,3.373659956563512,1.5306474020866174,0.1879084953100628,Iris-setosa
+109,6.286433779166847,3.1120864193306423,4.830497514284711,1.7278161712232285,Iris-versicolor
+110,5.305749320797947,3.7649337709795114,1.333297675392212,0.29378736882651924,Iris-setosa
+111,5.97280965690446,3.1608163973940218,4.442664784511507,1.562436297173478,Iris-versicolor
+112,7.491701960863751,3.2581706160915447,5.636467989093189,2.4743706425097476,Iris-virginica
+113,6.406808274439595,3.2957987762158147,5.08672750310991,2.072144332241767,Iris-virginica
+114,7.293117224983615,3.1977254557347643,5.308977398312941,2.6708027494380646,Iris-virginica
+115,6.557691824043856,3.031463472393012,5.678826842012416,1.665139732629528,Iris-virginica
+116,5.01781112922765,3.843834398659495,1.6235721229354272,0.2841577357009864,Iris-setosa
+117,4.979019924195741,2.543778873843337,3.9505719399959762,0.9789441298386065,Iris-versicolor
+118,5.055626571040262,3.3804404533102215,1.702089722807704,0.4301385043660532,Iris-setosa
+119,5.580415992300857,2.9784945627700776,5.0720443900054075,1.3493614070374176,Iris-versicolor
diff --git a/iris/tvae/3/10/test.csv b/iris/tvae/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/10/train.csv b/iris/tvae/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/10/val.csv b/iris/tvae/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/11/synth.csv b/iris/tvae/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ea3225af0c162af7d40fe70cd122ee326dfc8bc
--- /dev/null
+++ b/iris/tvae/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.449397647303601,2.6910692804262593,4.682217890203311,1.4521425983498015,Iris-versicolor
+1,5.718597635493124,2.859360156398743,5.357792266874329,1.707019563554829,Iris-versicolor
+2,4.52373181474358,2.718819644929946,1.2513698452611817,0.04818425252139061,Iris-setosa
+3,6.1243784703283355,3.2156949514245636,5.094318134225133,1.9730966782719301,Iris-virginica
+4,6.920756929889702,2.7681169482588404,4.978144645235919,1.6108288621172089,Iris-virginica
+5,6.261135125227829,3.007319601903551,4.45884729375848,1.4187815028521829,Iris-versicolor
+6,4.849778692838676,3.173840336282342,1.40133168882844,0.24180864431103805,Iris-setosa
+7,6.4100540836706665,2.981692482822093,5.02818083946553,1.6640168600597811,Iris-virginica
+8,7.012240190043054,3.216657435153777,5.492333561896607,1.8361369573411712,Iris-virginica
+9,6.469536106499685,2.9499993911522284,5.213289875358705,1.6090695904457197,Iris-virginica
+10,5.156180672727728,2.708298339370591,4.241882863252064,1.449629891124121,Iris-versicolor
+11,5.238232802671517,2.3072878033860835,3.6144920897687713,0.8630387960239828,Iris-versicolor
+12,6.195292591275069,2.9413446941455654,4.94715012827684,1.5571663363956305,Iris-virginica
+13,6.912030778083146,2.837050791612527,4.800722582612963,1.4465517788682598,Iris-versicolor
+14,6.375041110796581,3.442307804466287,5.7862229186354845,2.2842919433920197,Iris-virginica
+15,6.3793046835037135,3.2749279770392845,4.672469544872173,1.6123200334437675,Iris-versicolor
+16,4.8645688528169355,3.1298978440000282,1.4311521914570045,0.3457528806115175,Iris-setosa
+17,6.127662480569401,2.9491505060851475,4.670276111150129,1.605507026059977,Iris-virginica
+18,5.024456832217654,3.3736949961585885,1.4692946804580933,0.20174228845896922,Iris-setosa
+19,6.710750077933615,2.9978733877514805,4.855439132230725,1.4979852789715844,Iris-versicolor
+20,5.193298718323018,3.2801269030361384,1.5191987629461299,0.23828115767560287,Iris-setosa
+21,6.502391150303968,3.3808260992463866,5.644696102795439,2.4112858366969228,Iris-virginica
+22,6.916039501323052,3.086773064976611,5.9104785159044555,1.9141986820584898,Iris-virginica
+23,6.6306265118297585,3.06023038385075,5.207689852718964,1.933521379429415,Iris-virginica
+24,6.2755723999067445,3.994711937580215,1.3379129962555139,0.3025404863481008,Iris-setosa
+25,6.699856021855361,2.922035907857032,4.910434245729486,1.3710648105658487,Iris-versicolor
+26,6.904091009430772,3.4385780284212317,6.004302405391311,2.4424899257160035,Iris-virginica
+27,6.43883007689164,3.1636144461759295,5.266135350986837,2.0412838956767105,Iris-virginica
+28,5.0732446580288295,3.493394652863687,1.6172463089119113,0.2743622386791979,Iris-setosa
+29,6.563814264938797,3.1431016729433647,5.805002645699186,1.998781362581594,Iris-virginica
+30,6.282622331591456,3.1431514051688865,5.028864570418386,1.7821931961680086,Iris-versicolor
+31,6.233897344086276,2.7712278313125935,5.103666322633208,1.8113367044794282,Iris-virginica
+32,6.184896392969326,2.5709382223011668,4.292069357023642,1.2364659149534942,Iris-versicolor
+33,6.548581833826739,2.7207185526129543,4.370485471902466,1.4343839930433564,Iris-versicolor
+34,5.348662875302149,3.894489098805464,1.2849076842292897,0.12922959179304983,Iris-setosa
+35,5.788057481447325,3.2193857834321986,4.835639534875079,1.704742071271437,Iris-virginica
+36,6.45323121350908,3.1712619013098946,4.685633052117629,1.8273804522183426,Iris-versicolor
+37,4.984215893924664,3.5729026985754384,1.4165964404046318,0.19260668758196142,Iris-setosa
+38,6.117894202893862,2.8565006221423968,4.417155669194566,1.40657600637816,Iris-versicolor
+39,7.1925662294607555,2.9424207577180614,5.40330777486788,2.2614077982860876,Iris-virginica
+40,4.842614388344378,3.688157398842586,1.393805920375891,0.2687642046035634,Iris-setosa
+41,4.183522683955419,3.026297527980783,1.3588080432181822,0.1603502307881386,Iris-setosa
+42,6.619575988273387,2.9798470155441383,4.96813502664058,1.605826380250537,Iris-virginica
+43,4.507664819419949,2.909929185308921,1.4176314547946711,0.11629061586716466,Iris-setosa
+44,5.670277185113245,3.634548428964643,1.4826849966446178,0.24429289605577972,Iris-setosa
+45,6.737721272352912,3.2601737884081743,6.065992705382204,1.916861236803727,Iris-virginica
+46,6.534220415200169,3.132478613033657,4.270632999007344,1.2637422996088268,Iris-versicolor
+47,6.4185925888426,3.0822669548280106,4.319814252628017,1.2560770203013985,Iris-versicolor
+48,4.441508279568144,3.4739352003874187,1.4949240228607985,0.2355963385757039,Iris-setosa
+49,4.832577617776817,3.574787661454671,1.7501323802859363,0.2374849299061461,Iris-setosa
+50,6.265997632929189,2.5988198662119295,4.413900329548751,1.2559160131190243,Iris-versicolor
+51,5.873860994379825,2.9871313019966066,4.650886465895459,1.197780156572573,Iris-versicolor
+52,7.351547298084384,2.892209007140525,5.631195075497356,1.889901694143588,Iris-virginica
+53,6.545558040192573,3.0597172280794696,5.264576667646629,2.028324527909842,Iris-virginica
+54,6.765169444420217,2.6150023864170078,5.520097401819927,1.5603880647990567,Iris-virginica
+55,5.368654184632646,3.6635730047006105,1.4055320301192844,0.11767618425907003,Iris-setosa
+56,5.559695076826085,3.7601672702738114,1.152722036357217,0.18926606769899,Iris-setosa
+57,6.002755795374115,3.15390625628849,5.466685186458163,1.5351387936063576,Iris-virginica
+58,5.107879898519651,3.1083918235704346,1.2892542549857469,0.26178985236370733,Iris-setosa
+59,5.7038359842391015,2.9367219722611777,4.325353689644807,1.471325339314515,Iris-versicolor
+60,4.974693857333259,2.41165648342205,1.2102885297449972,1.348860479051828,Iris-setosa
+61,5.136529462519838,3.5315309118882445,1.2995760089483825,0.08542837847541354,Iris-setosa
+62,6.553442892367909,2.7805693867295274,4.213362171183953,1.0683879766758166,Iris-versicolor
+63,5.673240837135814,2.8635160781299196,4.291869817271453,1.4078267903006385,Iris-versicolor
+64,6.138462961755172,2.782567434984638,4.229048882057843,1.4658563212832694,Iris-versicolor
+65,5.690858438235286,2.7337794751214357,4.936044435168673,1.711454416748307,Iris-versicolor
+66,5.575305914100442,2.663470903763468,4.351842866451287,1.6480958459697421,Iris-versicolor
+67,4.725810199477854,2.4797932550923054,4.178804267353399,1.472967584261509,Iris-versicolor
+68,5.945623133148667,3.0842672333983616,4.339991260177038,0.9304624780575224,Iris-versicolor
+69,7.256631214463196,3.450638539184032,6.145107945657472,2.010042604186363,Iris-virginica
+70,5.312993775534611,3.966537914799827,1.532053163859908,0.34631196485577065,Iris-setosa
+71,6.90610062584374,3.286987363186264,5.564758467086088,2.0441942503633928,Iris-virginica
+72,4.968609718742291,3.039091120948221,1.4800726237919273,0.11025505202146507,Iris-setosa
+73,4.9390791025394565,3.3595203659957225,1.4080709956853346,0.16877655046547405,Iris-setosa
+74,6.084949532044005,2.8939613711575127,4.308536086665394,1.3086703156580035,Iris-versicolor
+75,6.0062584334733256,3.1030010666423613,4.694116453851208,1.7013412802894807,Iris-virginica
+76,4.923893701015454,3.1150323661240242,1.3783998561493114,0.27523619993541043,Iris-setosa
+77,5.649427375886541,3.164126404136266,4.254916760561722,1.1999910206206748,Iris-versicolor
+78,6.884471599921199,2.9139015248180353,5.777911237155906,2.0360249866975058,Iris-virginica
+79,5.577095986280069,3.0799232013459097,5.166896549242077,1.4654863762754222,Iris-virginica
+80,7.851482643696775,3.36726827719581,6.727148093825182,2.101228959709424,Iris-virginica
+81,3.907639324317411,3.382656506093034,0.7682028200311548,0.16706552571843902,Iris-setosa
+82,6.691869649224529,2.4568153392458383,4.811679086381433,1.3507035547183956,Iris-versicolor
+83,4.985122524975884,2.9962350877498647,1.3424902287767313,0.17355320703483654,Iris-setosa
+84,4.959346123565412,3.580954152991392,1.6089319013169814,0.33972269902135593,Iris-setosa
+85,5.809040578692072,2.824302268298875,4.9287056339595,1.9611908709358796,Iris-virginica
+86,6.5505455463478,2.5670462383890644,5.285932557804639,1.7695981150613962,Iris-virginica
+87,5.0075505169686085,3.24710077655756,1.5708058794605877,0.2417310726330797,Iris-setosa
+88,6.026633665553558,2.81325012158664,4.58398021355258,1.3445881026360471,Iris-versicolor
+89,6.695430018622045,2.8913324553501294,4.761400289261818,1.524533939459914,Iris-versicolor
+90,4.764105149970474,2.501346071494459,2.8640936086625897,0.901724451636123,Iris-versicolor
+91,6.312385308879993,3.16158104251651,4.919605680848931,1.965485192838165,Iris-virginica
+92,6.146053033910141,3.2601441170495775,4.643290858651467,1.6065185893401714,Iris-versicolor
+93,6.4462222735529675,3.2348954916782717,5.381228265196944,2.356762123571003,Iris-virginica
+94,5.104497014665302,3.0282945052449275,1.511832429184622,0.24736909858991707,Iris-setosa
+95,5.199016707119434,3.8909324453251495,1.5731064951444087,0.33723418940467853,Iris-setosa
+96,5.716354888121695,2.864777549682843,1.399955953900488,0.3593007547008536,Iris-setosa
+97,5.809420029300534,2.8389099931140094,4.323044432297304,1.2019809441364047,Iris-versicolor
+98,6.141581950714052,2.814648208829444,4.138778054010588,1.3682724078135988,Iris-versicolor
+99,7.1656916286718655,3.2340294068551096,6.260118169789668,2.17817126886358,Iris-virginica
+100,7.38195149109919,3.1366588303996403,5.919126984159441,2.142768772879113,Iris-virginica
+101,5.911358510147218,2.5737088214562776,4.317988346882878,1.002079741499951,Iris-versicolor
+102,5.007961077638101,3.392712203259105,1.480223831978197,0.3818431686246928,Iris-setosa
+103,7.261129144097452,3.018419132330006,6.2202895860711225,2.0327855860575177,Iris-virginica
+104,7.433184849684903,3.1620610564920772,6.25362104664269,1.9873953709309027,Iris-virginica
+105,5.870096185949234,3.229525355065853,3.734740801227306,1.2379154683084703,Iris-versicolor
+106,6.206045233924084,2.8908429124535493,5.12423634763278,2.0539804340121868,Iris-virginica
+107,6.433592622622319,2.7639516284601204,3.9446015060902786,1.5073500413207273,Iris-versicolor
+108,5.037091272577758,3.210248728088176,1.436309889910061,0.24509437522649796,Iris-setosa
+109,5.07530041157464,3.74556056990885,1.2748699634401655,0.2692567361656827,Iris-setosa
+110,5.354355172789882,3.8421885237572413,1.664652927591941,0.304761212200542,Iris-setosa
+111,5.2058491006846355,2.3882873115968275,4.0369409221224535,1.237425972066392,Iris-versicolor
+112,4.971533981687284,3.6981593987790933,1.7392316351188,0.3456389066732973,Iris-setosa
+113,5.0748285331746885,4.016628831741999,1.405833030897847,0.14129757082973343,Iris-setosa
+114,5.9755750996010395,2.9773320357826227,4.838177739993339,1.8068411716100052,Iris-virginica
+115,5.766650142677902,2.85281782244981,4.666043260568706,1.6421441792882758,Iris-versicolor
+116,6.007711529678791,2.9441575136328955,5.113742289014778,1.7680816124598115,Iris-virginica
+117,5.195855204118082,3.299238535894309,1.441489321197351,0.3357351906632784,Iris-setosa
+118,5.981222122639059,2.956967832169515,3.9933284788514127,1.011059857833502,Iris-versicolor
+119,6.808065133948623,3.1621032755713996,5.478152379473637,2.1982023351519637,Iris-virginica
diff --git a/iris/tvae/3/11/test.csv b/iris/tvae/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/11/train.csv b/iris/tvae/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/11/val.csv b/iris/tvae/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/12/synth.csv b/iris/tvae/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..201f5172c5aea437d4b67afe825896117884c0cb
--- /dev/null
+++ b/iris/tvae/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.717845479006099,3.097151560713903,4.513570029887367,1.333353566532735,Iris-versicolor
+1,6.459077742124571,3.2094788047332123,5.2891719616305855,2.051027888537818,Iris-virginica
+2,5.272777977054805,3.3725942660317783,1.298250494429291,0.3690593811410593,Iris-setosa
+3,4.3809908702580405,2.6854182755549214,1.332635691045969,0.11276825706717908,Iris-setosa
+4,6.272197138752875,2.528222352072396,4.627227691558931,1.3489579734033823,Iris-versicolor
+5,5.898355968112854,3.016894011358633,4.652503343891687,1.864280188658346,Iris-virginica
+6,5.212931536113546,3.307309859270908,1.7435796208696697,0.40410191964389763,Iris-setosa
+7,5.689051194328275,2.743511812786434,4.506824942486548,1.3648053937644917,Iris-versicolor
+8,4.337315804819259,2.8536397829951725,1.3000707593448448,0.10577474481928284,Iris-setosa
+9,5.203863022585413,3.5939872107117092,1.478778698277061,0.23487475338992791,Iris-setosa
+10,5.056146549649293,3.933427654571818,1.5608227845446188,0.34465476922784843,Iris-setosa
+11,4.695308117627148,3.09308678201494,1.4041382396328588,0.15473060708633635,Iris-setosa
+12,6.702193829862669,3.046256790211071,5.1073244101161634,1.9507969034798254,Iris-virginica
+13,4.633258763275403,3.326817989126431,1.4322938391661,0.24080303060825586,Iris-setosa
+14,6.02941150655227,2.6200403100071736,3.665155214283707,0.912222521689909,Iris-versicolor
+15,6.906316542050542,2.952511964901527,5.127443657668193,1.6552452112581115,Iris-virginica
+16,6.732100956494607,3.625456367638637,5.29053770161213,2.109386539772395,Iris-virginica
+17,5.053446331350574,3.4905787014682677,1.3659249941109237,0.16628423126283168,Iris-setosa
+18,6.231078739787307,2.8433972419277986,5.393724425897905,1.7688358158977728,Iris-virginica
+19,5.344923910585527,3.9452313904098895,1.3619057878108876,0.33679676143878456,Iris-setosa
+20,5.176417576610001,3.9260705654411434,1.4893613366166818,0.2567715901535634,Iris-setosa
+21,4.712950957350126,2.846185772646074,4.329323190987702,1.3460796718768249,Iris-versicolor
+22,5.860022444331332,2.5070821662078284,4.590131715252944,1.5958260168207243,Iris-versicolor
+23,6.146564847555424,3.240451700220665,4.640568494264468,1.4193588293245367,Iris-versicolor
+24,6.600549217983872,3.6486626222781218,5.536103988764617,2.4045393781369677,Iris-virginica
+25,5.403037366893169,2.901826927839712,5.417965961886756,1.5759801646854175,Iris-virginica
+26,5.0812627871969696,3.7024496090934527,1.5843525781410852,0.25535758613987664,Iris-setosa
+27,5.915364483700592,3.2597871102301936,5.081505588215487,2.041962225858085,Iris-virginica
+28,6.2079913947632885,2.958948135992501,4.547953302487806,1.6453828927551024,Iris-versicolor
+29,6.119901263698421,2.513611769742075,4.923402693239991,1.6385634314136373,Iris-virginica
+30,5.125718604348457,3.6527131022305475,1.473763000268668,0.1709304819753958,Iris-setosa
+31,5.069985472141257,3.9191758785329496,1.3531534117124506,0.11195392230756038,Iris-setosa
+32,4.364343885840677,3.0198237259127216,0.8223971236553307,0.14521761497982116,Iris-setosa
+33,6.219857580589161,3.0628552927702386,5.201756153442415,2.1312914130642837,Iris-virginica
+34,5.406289724505293,2.6281552772896797,4.906267327903897,1.431083735138234,Iris-setosa
+35,6.969564663528388,3.0323286687562523,5.060828858410055,1.7211220627282477,Iris-versicolor
+36,4.779975223444966,3.602293261443597,1.3993261546636335,0.24405454797801712,Iris-setosa
+37,6.579014309302478,2.964297549526461,5.361372445995068,1.8215810427329686,Iris-virginica
+38,6.087387969980932,3.1119379169063426,1.6726214678981028,1.853504317014272,Iris-virginica
+39,6.456526899010072,3.2898611541490275,5.243329605092089,2.1532918751324948,Iris-virginica
+40,6.561864622986449,2.8867547206236153,4.5173307716325874,1.3946227292911149,Iris-versicolor
+41,4.758375757657782,2.643984831462173,1.6121043004328204,0.2825726912235356,Iris-setosa
+42,6.820526712042808,3.107842576744821,4.661284750011968,1.486497501363742,Iris-versicolor
+43,4.825992481619565,2.803260627310759,1.580097032299715,0.19085906042950684,Iris-setosa
+44,4.6049815899481805,3.0693737037374107,1.3920115458190165,0.18640525848813877,Iris-setosa
+45,5.017476396910329,3.5508663600021197,1.5964124222889085,0.3515258540407744,Iris-setosa
+46,6.48427617600156,3.158733914332735,4.561401188342831,1.7755744924202048,Iris-versicolor
+47,6.45191445335677,2.9170781708418008,4.85170406623059,1.8234669626757647,Iris-virginica
+48,6.20197826108517,2.91870766840029,4.712472253113029,1.652436378818917,Iris-versicolor
+49,4.830622576969911,3.2771091775914,1.4191322588499946,0.21068667639237934,Iris-setosa
+50,5.931231447722785,2.5295778155640507,3.9855418775240765,1.4775218666647372,Iris-versicolor
+51,4.708228320266829,3.291163627104675,1.5322559945296224,0.23383543244104454,Iris-setosa
+52,6.598776315965869,3.192108121823344,5.971959335406235,2.378344327287905,Iris-virginica
+53,5.398246097473841,2.661950295459474,3.590178478183158,1.0619538940672968,Iris-versicolor
+54,6.66720749601684,3.32460213563699,5.238215164146825,0.3258139737439621,Iris-virginica
+55,6.600828809411516,3.081520797917069,5.629387852330749,2.3216963641695387,Iris-virginica
+56,5.123737997134238,2.57793674344617,3.359194863486082,0.9725930785480706,Iris-versicolor
+57,6.499256602321175,2.887832746906282,5.456104143407761,1.8765615371772688,Iris-virginica
+58,4.6493413237120675,2.6923485049964953,1.5298409321568394,0.11993328130076611,Iris-setosa
+59,6.3913530063951765,2.7697589668684857,4.185267077093559,1.1337083180015188,Iris-versicolor
+60,6.689291504025157,2.864951127252153,4.679398551320587,1.2215581958630262,Iris-versicolor
+61,5.194862287197722,3.725358008630998,1.5706441762464836,0.23789382045732488,Iris-setosa
+62,5.741704993425284,4.008841316191376,1.453974679036367,0.35578178584014963,Iris-setosa
+63,6.32241533636862,2.9293509453253015,5.153535402906564,1.7422262423385129,Iris-virginica
+64,6.334054854410228,2.5346075803469406,4.589405653297228,1.2131256979407383,Iris-versicolor
+65,6.629438989875622,3.1614036277874753,5.7006377850139325,2.040642800968744,Iris-virginica
+66,6.159049589792129,2.9898117217289157,5.0084351013027595,1.501527242003256,Iris-virginica
+67,4.774837586184985,3.0774412807639493,1.517878422287588,0.19889468669070234,Iris-setosa
+68,4.806701190666896,3.4329351049462455,1.5753306014742117,0.18475461192196008,Iris-setosa
+69,7.3716450143949,2.9753239923665804,6.4498852328411145,2.0263116568868504,Iris-virginica
+70,6.321003559589349,2.7093632570927837,4.421994981933985,1.4562445909728474,Iris-versicolor
+71,5.482349414666149,2.9750764377625947,1.477805033881869,0.2434734074918589,Iris-setosa
+72,7.354454969911461,2.9139379475972467,5.81074692785461,1.9425148545689455,Iris-virginica
+73,5.374669067911029,2.497324378840752,3.801381550245683,1.2454749803735214,Iris-versicolor
+74,6.5801756528515805,3.119091485037698,5.185283929881363,2.1045595433034388,Iris-virginica
+75,5.726668761624913,2.764872347975236,4.020639460532236,1.247831983615139,Iris-versicolor
+76,6.634017298374477,3.3626132228122323,5.727634252144499,2.2892270891502218,Iris-virginica
+77,6.463148254815534,3.0162315412488256,5.181833579249688,1.6892144867490648,Iris-virginica
+78,6.3019747849942584,2.988797975912596,4.865030841180875,1.571529519564438,Iris-versicolor
+79,6.7009516074230335,2.765990698256778,5.296385474231338,1.8210443155455958,Iris-virginica
+80,5.892141171853369,2.85485675346544,4.9307186858697,1.827255808461123,Iris-virginica
+81,6.01854076595773,2.964718059498728,4.929018609427654,1.7505888385799007,Iris-virginica
+82,5.806801587759487,2.922434874734099,4.924657522947866,1.5046723474727548,Iris-versicolor
+83,5.802245002008766,2.740540264673716,4.696043874837415,1.4464089356199983,Iris-versicolor
+84,5.222290191713792,3.7827515807061736,1.8807382550860094,0.3229478853622574,Iris-setosa
+85,4.543551794311157,2.812605098574004,1.4518222891153796,0.2280162566630955,Iris-setosa
+86,6.664653719596161,2.8073632915415048,6.092319939859102,2.117663311194808,Iris-virginica
+87,4.76084181476961,3.1642798989561887,1.4231893913105889,0.19232289888293802,Iris-setosa
+88,6.389200356038629,3.1740473491745913,4.7801587252564435,1.542839971845357,Iris-versicolor
+89,6.504413399501549,2.948505419804637,5.280982492710788,1.9943743121608952,Iris-virginica
+90,4.954705982462385,3.6318034346924883,1.4725887276927723,0.2572508263667052,Iris-setosa
+91,6.643958059760774,2.8659849671815625,4.539692824462064,1.3281178456405658,Iris-versicolor
+92,4.464512486867218,2.691060352033718,1.2985848356029641,0.1302405543241033,Iris-setosa
+93,6.802793447487998,2.8236902926621505,5.337636446731204,1.853565505347475,Iris-virginica
+94,6.363141626507207,2.701870119618931,5.213842210896578,1.8305131184127694,Iris-virginica
+95,6.29728311865165,2.7648249536672598,5.341827067731813,2.0908638162639925,Iris-virginica
+96,4.911258812235027,3.53620295907652,1.4542330157588563,0.15883093426225803,Iris-setosa
+97,5.70763606639172,3.1661084728702367,5.073948146300568,1.7806482230975087,Iris-virginica
+98,5.394450296126293,2.583019953747679,4.306715414546791,1.1924887938602695,Iris-versicolor
+99,6.173819174215046,3.0022534003076036,4.951054363721647,2.068183520430885,Iris-virginica
+100,5.922014695570296,3.1029662611534126,4.875114670661108,1.4399759655247621,Iris-virginica
+101,4.661412671945359,2.8249048743488756,1.4927743264888325,0.1648368036946804,Iris-setosa
+102,5.841525715807549,2.907744184093294,4.442005991303024,1.3558863605841183,Iris-versicolor
+103,7.2025669825180065,2.813966448010326,6.1431744714625465,2.0674705739557266,Iris-virginica
+104,4.99192480419794,3.3368193649705677,1.5986667023074348,0.25474111115714776,Iris-setosa
+105,5.031580209316418,4.008390070406293,1.5969621469850117,0.31431557005352706,Iris-setosa
+106,4.7383865644192875,3.189798983710993,1.5520752533938094,0.37632276447781293,Iris-setosa
+107,4.6409886191212415,3.378945204867894,1.3729749845193686,0.15040406114366395,Iris-setosa
+108,5.1738493812919275,2.8101455282343886,1.5214712076869157,0.13171691204494418,Iris-setosa
+109,6.966599921233698,2.9010150922188833,5.997968512890529,1.91746956200333,Iris-virginica
+110,6.317796658841593,2.819132605787574,4.166464508429301,1.2464677243549303,Iris-versicolor
+111,7.2950882550690235,2.973897219700853,5.973612117235322,2.0291703084089523,Iris-virginica
+112,6.7227386119878965,2.908576036596134,5.736911768784138,1.804110789749307,Iris-virginica
+113,7.03006562852465,3.3575518890962215,5.788043298536072,2.4436741793384433,Iris-virginica
+114,6.0872971742031305,2.6065367458759816,4.567067605257126,1.4322154792478647,Iris-versicolor
+115,5.49914301355823,3.396614536747002,3.5953681693569894,1.2510175611167804,Iris-versicolor
+116,5.064632967836651,3.4888551810548476,1.718131329765466,0.30249876474918197,Iris-setosa
+117,5.24950223723974,4.0604852480408855,1.6875387758954399,0.42561373779023715,Iris-setosa
+118,4.858928482638427,3.3217757614451937,1.5195228104814995,0.3393866098981899,Iris-setosa
+119,6.441916394086621,2.6742348239529043,4.297486159606638,1.3347997984895108,Iris-versicolor
diff --git a/iris/tvae/3/12/test.csv b/iris/tvae/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/12/train.csv b/iris/tvae/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/12/val.csv b/iris/tvae/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/13/synth.csv b/iris/tvae/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..165b7b0df58f7a04f504a228f9e34ae9db5475a1
--- /dev/null
+++ b/iris/tvae/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.192980421128656,3.1819189045751566,1.5195778431229867,0.2567222140022259,Iris-setosa
+1,4.804126204884117,3.6279358270473976,1.2470018218075354,0.16408153908828682,Iris-setosa
+2,6.701083974247832,3.5048473838765295,5.366889247078574,2.425484673017247,Iris-virginica
+3,5.923242023083366,2.877735356821951,4.988468869497069,1.9053632897883932,Iris-virginica
+4,7.090180135846418,2.6816656710396307,5.580151562536121,1.4802990174922253,Iris-virginica
+5,4.8695764814802045,3.5493645869673784,1.2941748505060175,0.21622882232905943,Iris-setosa
+6,6.862074555418375,3.4680546331692894,5.5136352456571665,2.219006221211316,Iris-virginica
+7,6.394693540100471,2.4997812153328414,4.5058679170326,1.2237977609392385,Iris-versicolor
+8,5.19273007131268,4.048978612907047,1.2656004857572414,0.22776054538659274,Iris-setosa
+9,6.5652287384308705,2.6843404616718027,4.605212487203673,1.4450613243600139,Iris-versicolor
+10,7.0706907241131525,2.733658706451326,5.760706393395155,1.7183130011010073,Iris-virginica
+11,6.1248725957828904,2.5994734198986156,4.943549122962722,1.4889424532875908,Iris-versicolor
+12,4.884924025740814,3.5028450566863563,1.433493198878123,0.24592099665404907,Iris-setosa
+13,4.778356030104818,3.286067657304453,1.454003350320139,0.2011501211313691,Iris-setosa
+14,6.38435928775146,2.857409142150177,4.208246940698084,1.1885906950532583,Iris-versicolor
+15,6.978011038719366,2.8463894874629463,5.854048132519483,2.0106923794920766,Iris-virginica
+16,4.54938170154573,2.739655475908661,1.2327607070164992,-0.018435543447496427,Iris-setosa
+17,6.477507402718313,3.0441819707736113,5.43739017140393,2.017366161885292,Iris-virginica
+18,6.005604354068296,3.215092610472139,4.841825996404092,1.7717089539772886,Iris-versicolor
+19,5.884507804518744,3.001055589179176,5.0504080864462155,0.2148950313391132,Iris-setosa
+20,6.022281979544172,3.2243124432690693,5.0826054344687,1.9902475593385802,Iris-virginica
+21,5.365310915762207,2.8259953200318604,1.4711414074093458,0.2010071523074568,Iris-setosa
+22,5.074330093423642,3.4211702945361306,1.4679423966001057,0.19077469497164903,Iris-setosa
+23,5.396695285825002,2.3093503014238435,2.9831885085083067,0.7388675781352649,Iris-versicolor
+24,6.018701297762725,2.740656229338012,4.9575916630783174,1.7226140406428383,Iris-versicolor
+25,6.03261962419931,3.0645062882990195,4.4830100712103444,1.5800748737408308,Iris-versicolor
+26,5.054275653488769,3.813407781607895,1.4224570629812905,0.22466694070915216,Iris-setosa
+27,5.452355188522959,3.690724214071457,1.439684336120325,0.20170937741590478,Iris-setosa
+28,6.820599439719596,3.2478494837443748,5.298611863207072,2.3178640483751805,Iris-virginica
+29,5.15636563049876,3.0008514491404212,4.202072030996104,1.049771565335743,Iris-versicolor
+30,6.581742744241028,2.837465226752991,5.177869795110011,1.6143617132279549,Iris-virginica
+31,5.05462090481775,3.2233951570191706,1.34592129072982,0.30832789468104577,Iris-setosa
+32,4.730573468348821,3.3319321679844394,1.3316704295700217,0.19516459275906478,Iris-setosa
+33,7.127347122884876,2.9549030623931705,6.192840346893758,2.1265647553647473,Iris-virginica
+34,5.50714022971062,2.9731539552459068,3.579387737220323,1.5872734388644005,Iris-versicolor
+35,6.926575872384788,3.8880248033417595,5.751393127645553,2.039285455775394,Iris-virginica
+36,4.911514068549982,3.452674741178896,1.3628376530564346,0.14102787789528193,Iris-setosa
+37,5.137564312006958,3.767748636514402,1.7870182053421209,0.5383300462325467,Iris-setosa
+38,4.747353610678079,3.131284729944714,1.6387878892074095,0.38243230822758234,Iris-setosa
+39,6.735811946789377,3.015704661053203,5.6014584914194,1.6882439006032464,Iris-virginica
+40,6.605115644848339,2.863715760706432,4.6772479325272585,1.420525516490955,Iris-versicolor
+41,6.461673695830401,2.880459731993962,5.156784764237948,1.9529959923554618,Iris-virginica
+42,6.215731572005142,3.0453107406107165,5.101192611764412,2.1761162967948002,Iris-virginica
+43,5.364811638962328,2.5891225711760537,4.520263597112734,1.509051171056435,Iris-versicolor
+44,4.920640347651966,2.989512297971563,1.120293963709147,0.17896615768196295,Iris-setosa
+45,6.379639846330466,3.09364442440815,4.550841412108427,1.4871336033484739,Iris-versicolor
+46,4.971935447556167,3.055227894119322,1.8013703111154418,0.10305051222023728,Iris-setosa
+47,6.337838709489905,2.9107035285438903,5.0040441016826005,1.7446203615696114,Iris-virginica
+48,6.19700823944417,2.773134647298752,4.557674902990258,1.3718443529068205,Iris-versicolor
+49,5.3722972984710715,3.16579407291736,1.6320913822391467,0.44256206364704703,Iris-setosa
+50,6.99025524459269,2.8451253856146153,5.546658981465875,1.8682137609168885,Iris-virginica
+51,6.575379757444294,3.1069313117712722,5.697074171970287,1.7349023641275005,Iris-virginica
+52,5.2803257768965,3.887794981950357,1.445622859350052,0.3836499472857289,Iris-setosa
+53,6.61538021804369,3.0656381753875466,5.441221962723354,1.8000705180662993,Iris-virginica
+54,4.989213474469381,3.48525245636919,1.5509971953266715,0.286180254004195,Iris-setosa
+55,4.960314970288035,3.061737701222139,1.5597484554815062,0.27237755132475333,Iris-setosa
+56,7.3941466285141875,3.0953977750284993,6.119001074349803,1.8188801807207295,Iris-virginica
+57,6.441861871544153,3.05027500409511,4.998924369579976,2.2169433826893004,Iris-virginica
+58,5.528653334418334,3.6314018956194127,1.8495787496065694,0.506503067337849,Iris-setosa
+59,6.706421326593908,2.845178385292352,4.759142246059942,1.4758486513088869,Iris-versicolor
+60,5.116665706870527,3.4782162322593897,1.6451329636897685,0.41710341536020146,Iris-setosa
+61,4.912159355804815,3.705709458861274,1.538633260097913,0.26596446746642866,Iris-setosa
+62,4.338054478419183,4.079346006690778,1.4079940625452516,0.1932056053695888,Iris-setosa
+63,6.778448287087435,3.2808255459236455,5.677941654774649,2.267163895640385,Iris-virginica
+64,5.815091776558699,2.775468086697714,4.373797553968115,1.2427161054628135,Iris-versicolor
+65,6.395212732339172,3.679723505027198,1.8347166607096796,0.49935771636983944,Iris-setosa
+66,4.401407992426208,3.398190381160734,1.2735690242113065,0.13754370467847818,Iris-setosa
+67,6.187652905716539,2.8227582110148632,3.9689848046694847,1.339294862302138,Iris-versicolor
+68,5.919255542934308,2.9524002361083723,4.5653899491065335,1.624371424296436,Iris-versicolor
+69,6.884382801499815,2.9298028275935324,5.022063411313268,1.4798083431395435,Iris-versicolor
+70,6.245726193449553,3.1593532152560115,5.163415669476566,2.096758731784822,Iris-virginica
+71,6.232105987118478,2.9699792317252696,4.807738444488248,1.2889540303769,Iris-versicolor
+72,6.438862146293509,3.042195854660549,5.031591139517938,1.256228253023885,Iris-versicolor
+73,7.34507268710287,3.02039854765735,6.497527293919316,1.816373815966598,Iris-virginica
+74,4.989014544541598,3.7227212912929595,1.3843106109811805,0.09052805635419517,Iris-setosa
+75,6.1494018575323395,3.0125971500562114,4.475841924165623,1.6746354053011454,Iris-versicolor
+76,4.488838748995684,2.766239941642955,1.3021963494170816,0.04432806230735442,Iris-setosa
+77,5.5680715184952145,3.724877867296561,5.494094703711168,2.0546514829786826,Iris-virginica
+78,5.054528805269849,3.1377886808228963,1.446758878983672,0.2652691150335801,Iris-setosa
+79,4.5545092679242165,3.229116903120909,1.349415442687547,0.17538677438569655,Iris-setosa
+80,6.599674670543616,3.1093285957915207,5.690863225705657,1.8862234622245388,Iris-virginica
+81,6.142482365301883,2.7387039555331936,4.919702294649634,1.4912897047279534,Iris-versicolor
+82,5.424623643751897,4.012912991024046,1.5523381066390076,0.25911990996299245,Iris-setosa
+83,6.747563853643285,2.996955851297751,5.532387302387442,1.7703156297781,Iris-virginica
+84,6.9317120394669605,2.6940311954383285,4.7515952207791905,1.2217840475180517,Iris-versicolor
+85,6.38024091802515,3.2579211222003828,5.193354385359609,1.7178467934501582,Iris-virginica
+86,4.3655710826497645,3.250494634875623,1.556311806287454,0.1894613090867141,Iris-setosa
+87,6.332657358995323,2.706548571276951,5.046781486107301,1.9357598355631074,Iris-virginica
+88,6.295271118359846,2.724068991111817,4.809626275968389,1.7498774055485278,Iris-virginica
+89,4.941869257345016,4.0559917648297095,1.3741755340886785,0.0818648628942219,Iris-setosa
+90,5.272795338980921,2.7438927208551216,4.378618404498366,1.4630368419957223,Iris-versicolor
+91,6.790776996746622,2.8856262849772527,5.489930826831348,2.294111721737769,Iris-virginica
+92,7.770725938034372,2.727822786830496,6.077397866781751,1.732763973803822,Iris-virginica
+93,6.684833059385163,2.9975974903256413,4.954039556248029,1.485434102302643,Iris-virginica
+94,6.4018087986067895,2.9599254360596157,4.682702276428171,1.3310827331448636,Iris-versicolor
+95,4.608695948290631,2.934450988947899,1.2157583759682005,0.1855769972122322,Iris-setosa
+96,5.983653356474699,2.9685005416469896,4.720801131470752,1.4267194539381223,Iris-versicolor
+97,6.375984829741121,2.922248540324386,5.193845572110235,1.4606750816906504,Iris-virginica
+98,7.137400094030689,2.7913710842216597,5.790806399304882,2.2636627112029695,Iris-virginica
+99,6.696017669426512,3.2932367598882393,5.644634332092399,2.343250505760879,Iris-virginica
+100,6.728073870490306,2.7901650468854413,5.09627054032098,1.5146888655101685,Iris-versicolor
+101,5.603870086124401,2.431907109742294,3.7677109541501306,1.097511384395844,Iris-versicolor
+102,6.267749854514011,3.3653610294817433,5.3641000063173685,2.3096980455490943,Iris-virginica
+103,6.529778779336424,2.8348263571803893,5.47541978518645,2.248974858935735,Iris-virginica
+104,6.381558279657114,3.212100307704696,4.8945760625501995,2.330086829290028,Iris-virginica
+105,5.709111163915559,2.8726927618356575,4.662001431958119,1.3350795485403875,Iris-versicolor
+106,6.717203669582526,3.4581657871679536,5.7318752195364215,2.369921768339307,Iris-virginica
+107,4.84855612766255,2.8564679296332067,1.5223018063448277,0.23296090941811737,Iris-setosa
+108,5.775129616234479,2.7723003372971102,4.23229768338085,1.591518003992024,Iris-versicolor
+109,6.275909127748818,2.925802217260793,4.939645507796898,1.4803599746507572,Iris-versicolor
+110,6.847476003441521,3.020568355645006,5.5621932805073975,1.9604173173792758,Iris-virginica
+111,5.38456112328119,2.669448662660748,3.698200445549051,1.1972921000088892,Iris-versicolor
+112,4.932228233679171,3.9878145569449197,1.2797433208722846,0.1823425553224107,Iris-setosa
+113,5.409992160547214,3.4485259871669167,1.5262875867770003,0.21496974983530767,Iris-setosa
+114,7.255452961567806,3.123868632972803,6.02286827307689,2.3969923185790805,Iris-virginica
+115,4.385150625490207,3.072080962715867,1.3606425085647684,0.16406907971150853,Iris-setosa
+116,5.583590967205751,3.343511336961316,1.6692543157684108,0.3686383472278051,Iris-setosa
+117,6.54878453716565,3.0222477839573307,5.539001448083906,1.7972869247719137,Iris-virginica
+118,6.1315172623313074,2.821886870139077,4.923874558668646,1.780647059457103,Iris-virginica
+119,6.180585333220409,3.0204060339743717,4.297187460124084,1.7186107829424677,Iris-versicolor
diff --git a/iris/tvae/3/13/test.csv b/iris/tvae/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/13/train.csv b/iris/tvae/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/13/val.csv b/iris/tvae/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/14/synth.csv b/iris/tvae/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27b0c7869d3c299a39404ab63e9b2314e101441e
--- /dev/null
+++ b/iris/tvae/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.108384778077399,3.0376147715310764,5.7117311040386145,2.438752140410499,Iris-virginica
+1,6.591201891334699,2.8970077893790354,5.225731434193426,1.9431420456493713,Iris-virginica
+2,6.932670053279398,3.014380140947712,4.705504518893794,1.282856394429413,Iris-versicolor
+3,6.955944286172679,3.137231299728233,5.4156857217196785,2.1192562497662344,Iris-virginica
+4,4.808645965544846,3.003367972615379,1.7295943572051582,0.26149382166269775,Iris-setosa
+5,5.905477790114304,2.6469363249984568,4.467811115252758,1.1504726952389026,Iris-versicolor
+6,5.872556826863308,3.0536769345567745,4.468933231257925,1.0452856292070452,Iris-versicolor
+7,4.655717544517,2.986328475649757,1.4090560959462146,0.23418692670687805,Iris-setosa
+8,4.731714935121466,3.407389602460629,1.216550000947253,0.13049314535065157,Iris-setosa
+9,5.758031903896969,3.1621281569902955,5.0985228191497205,1.849290972622628,Iris-virginica
+10,5.623987062955354,2.588681792415068,4.897686231040294,1.6993328284522162,Iris-versicolor
+11,4.626525140267254,2.923063849699503,1.5341622526252785,0.2088815711619761,Iris-setosa
+12,4.934187484837705,3.3933249609137457,1.483281694916412,0.18500990659927402,Iris-setosa
+13,5.022466428588547,3.8097492336967766,1.673106256709641,0.28375461297334115,Iris-setosa
+14,7.078771345411337,2.6983241882517097,5.3747012382501715,1.5878058913861595,Iris-virginica
+15,6.318290838549603,3.094916635999201,4.787276773272666,1.7793067010331618,Iris-virginica
+16,5.765377590315944,3.330253103746956,4.502805879142286,1.6692774405687356,Iris-versicolor
+17,6.414292143926832,3.0502475050998386,4.932913337538536,1.6198756311104632,Iris-versicolor
+18,5.105039826056568,3.5010623285284854,1.5829470473704783,0.3669996710328053,Iris-setosa
+19,5.017078134919743,3.972881672319641,1.376502878291142,0.27972699197877954,Iris-setosa
+20,6.226434775805226,3.202905065003863,5.287818912316063,2.0197307631886408,Iris-virginica
+21,4.941478735499776,3.4275580393461915,1.445989682677076,0.15505466601800677,Iris-setosa
+22,5.519912442136107,2.6986241796420813,4.136025926736482,1.0428321943192715,Iris-versicolor
+23,6.926568415006857,3.1177185611911695,6.054405335078943,2.2056845531577345,Iris-virginica
+24,4.983579607530104,3.509712130945929,1.4151358285783435,0.3472373481832034,Iris-setosa
+25,4.771730019062685,3.6092298804274097,1.3894434948426726,0.2180270033727441,Iris-setosa
+26,5.8433290957880315,3.649480846694516,1.100115816887038,0.3229107355154698,Iris-setosa
+27,5.270800182155871,3.917694109232228,1.6671406474125354,0.3016274497894399,Iris-setosa
+28,6.662914694967086,2.859902931870258,5.527331512567162,1.7592330544185217,Iris-virginica
+29,7.072148491853308,3.384816694774199,5.088510079249023,2.069043000480038,Iris-virginica
+30,5.769509408870612,2.8121782679759098,5.7960536959187685,1.5518706633615582,Iris-virginica
+31,6.525351856370777,2.955591227257026,5.177096219359769,1.8321323329663706,Iris-virginica
+32,4.854525950723487,3.2573628157004606,1.4829397330722371,0.18997046844515011,Iris-setosa
+33,5.010243389979795,3.5919975112846054,1.4352446332655069,0.1774182689851812,Iris-setosa
+34,6.906814636630272,3.3794727811022085,5.976251345349314,2.197859698751741,Iris-virginica
+35,7.115245031872677,2.8826737124091157,4.142624327968146,1.3702418202177045,Iris-versicolor
+36,5.8535020937193405,3.1667654376922925,4.990653995922322,1.7075979063239535,Iris-versicolor
+37,6.4579505109429,3.0336732836486777,5.070819824075243,1.5788638767367664,Iris-versicolor
+38,6.04769380634597,2.865495655445952,5.074887510241485,1.7931360217584,Iris-virginica
+39,4.830511241699252,3.1290771705190132,1.3684832650457723,0.14889710868182213,Iris-setosa
+40,5.010475416417787,2.79383389970553,1.3106578889017508,0.22911409337300429,Iris-setosa
+41,5.8765707754115795,2.9123997187914683,4.390951660404321,1.6124083818485384,Iris-virginica
+42,5.054168167889847,3.221922656108869,1.2498462737916454,0.2731310172179546,Iris-setosa
+43,5.590857915041904,2.958459787881194,4.388703412372111,1.540994633113516,Iris-setosa
+44,6.450238055901746,3.014131516218428,5.004214589782577,0.37307856799949796,Iris-setosa
+45,7.020137273227671,2.814910253367811,5.23002007201652,1.8748055056404784,Iris-virginica
+46,6.328425688033506,2.875856032503063,4.149333295283395,1.3450018063841735,Iris-versicolor
+47,5.695632404939407,2.825554188142343,1.3355279300140666,0.1090386639116081,Iris-setosa
+48,5.808373219570433,2.798343794434902,5.044225650601555,1.4494229373318699,Iris-versicolor
+49,4.76377101419197,3.4801107358556935,1.561094197578592,0.4163609555105827,Iris-setosa
+50,6.214289797328003,2.976853035735784,5.24758702761585,2.1052756809803297,Iris-virginica
+51,6.646324027398768,2.926021277797678,6.239779205357829,1.7203759612968272,Iris-virginica
+52,6.19947805725771,3.0228673542845645,4.645212357452878,1.4767927924629607,Iris-versicolor
+53,6.68487735290782,2.9473184971390705,4.217044918079101,1.3793495975246985,Iris-versicolor
+54,6.3557539838287544,2.6001567228791584,5.718824767978585,1.887968313826052,Iris-virginica
+55,6.475440239022114,3.220851335609431,5.105905433680945,1.7829254763877962,Iris-virginica
+56,5.752040627419267,3.570511600612586,5.516420396398905,2.50553231544953,Iris-virginica
+57,4.686299064667713,3.498011470419643,1.4337575878762425,0.12860275339169072,Iris-setosa
+58,7.040781694306729,2.8414163924111504,6.053223369236339,1.7383715886138433,Iris-virginica
+59,6.20899874644045,2.775447946491296,4.33309340079703,1.4455577485410873,Iris-versicolor
+60,5.541240846246273,2.97504019450658,5.412244377992862,1.742950836567656,Iris-virginica
+61,5.194442210419333,3.4914513545948647,1.5973621731086614,0.42318334097863397,Iris-virginica
+62,5.801759672947582,2.671858702994049,4.117729970405026,1.2513082599797916,Iris-versicolor
+63,4.518893424050775,2.889304008728661,1.3811680061838183,0.1341767181294499,Iris-setosa
+64,6.320220901579854,2.9868906136813216,3.980994231405934,1.112354618672752,Iris-versicolor
+65,6.225294295692081,2.712653781703229,5.23861840676758,1.627430493004599,Iris-versicolor
+66,5.35091086837975,3.389233842299048,5.253517262845812,2.252688776956759,Iris-virginica
+67,6.659383984079397,3.496419072557594,5.2519597187614036,2.0961889651188175,Iris-virginica
+68,6.368286943682494,2.939829523023132,4.633189304713924,1.5662450430575552,Iris-versicolor
+69,5.89965473418775,3.0999408053980475,4.395292593773661,1.4655913232153843,Iris-versicolor
+70,4.813921680168078,3.0066070415588553,1.58127836637006,0.20107931708433152,Iris-setosa
+71,5.662291738310395,2.4886545137898244,4.476437430241817,1.4183053771859542,Iris-versicolor
+72,7.29368440253331,3.0910054007334002,6.331785466375758,2.144163907563377,Iris-virginica
+73,6.376688565688551,2.818575979070728,4.843402835491181,1.5178100561512473,Iris-virginica
+74,6.033369648566197,3.08852191005048,5.411833833685679,1.9838580140204614,Iris-virginica
+75,6.089938936007918,3.064532850892121,4.757650337116175,1.407082564211326,Iris-versicolor
+76,6.627189433063994,3.121676616591646,5.505699077752945,2.262421046374807,Iris-virginica
+77,5.107195191273579,2.546688170043999,1.2504908012680476,0.01906151415442342,Iris-setosa
+78,6.604029260472647,3.0489570308019793,5.681774627122131,2.0689081047251303,Iris-virginica
+79,5.921683719331916,2.497261779022089,4.673846491929101,1.4253432094069232,Iris-versicolor
+80,5.473599853305927,2.7361248488109533,3.4617430565234146,0.7597463759196685,Iris-versicolor
+81,4.835006248013102,3.449722953784503,1.3913962903869166,0.11028522085835676,Iris-setosa
+82,4.864902453289306,3.8523780382006754,1.3891303818299332,0.23216978770738195,Iris-setosa
+83,6.613311235053867,2.8447577677674674,5.540322686599625,1.8078228757745953,Iris-virginica
+84,6.039226218574268,3.306749474540191,5.280560341290628,2.303210480887101,Iris-virginica
+85,6.320822793870152,3.0793148005930284,5.522581150332118,2.1928421690655693,Iris-virginica
+86,7.485321395908327,2.808139286967855,6.261088138780191,2.0076568626730897,Iris-virginica
+87,5.188935852617438,3.7076787963651663,1.3778306603797346,0.11279601632630229,Iris-setosa
+88,6.610922316106767,3.0687709836240424,5.40424678120672,1.7799552375701908,Iris-virginica
+89,6.404666699376328,3.0611015252452463,5.323976937648595,1.4892941654657539,Iris-virginica
+90,5.366595360165373,3.4699159218816202,1.4417924040572807,0.26038728855547566,Iris-setosa
+91,5.760868651111877,3.1112286003600467,3.872422750518999,1.3245721389107037,Iris-versicolor
+92,5.956145809785646,2.888288072454713,4.960774279049553,1.4075864812022794,Iris-virginica
+93,6.839392232219549,2.898462841620887,5.500087734880489,1.765092380237847,Iris-virginica
+94,5.287016701359859,3.310820527688727,1.4170086729845632,0.21806068399485035,Iris-setosa
+95,6.02161119194876,2.8716120341470996,4.921911334417843,1.6743022643950272,Iris-virginica
+96,5.931311728338914,2.491430222720815,3.582350020979738,0.956046526922887,Iris-versicolor
+97,6.089052485522846,2.7430472442414384,4.352304667456447,1.4071394916476194,Iris-versicolor
+98,6.3681260993531446,2.916050707219087,5.491473376277967,2.2781177787275277,Iris-virginica
+99,4.7834228422301495,3.1264089662698438,1.5675373882729844,0.3126877680614905,Iris-setosa
+100,6.606574715235633,3.127206253224375,5.6668252549511,2.386211058606493,Iris-virginica
+101,5.470069517026562,2.355967268411032,3.8704430042432287,1.280772196209381,Iris-versicolor
+102,5.073037470430249,4.038960636203955,1.302169271978534,0.35091980101162523,Iris-setosa
+103,5.270675007985954,2.8216183648266395,3.707981977679025,1.3842690725592024,Iris-versicolor
+104,7.052266725120084,2.754764233035067,5.316511787899773,1.5671519514567487,Iris-versicolor
+105,6.157781092017167,2.7816255232013063,4.916864945714657,1.4309194817191642,Iris-virginica
+106,6.4000996055666795,2.9886917669398674,4.895924303092784,1.5833745815526714,Iris-virginica
+107,5.997771718756864,2.9269726711308643,4.649859145172878,1.222540080308232,Iris-versicolor
+108,4.669110496496599,2.6046082751823985,1.3401144179926185,0.10434971290938011,Iris-setosa
+109,6.303953424516532,3.2964650103782764,5.062007066909802,1.966643172156936,Iris-virginica
+110,5.035557811289343,2.60521011050723,3.579788316854042,1.122010299323478,Iris-versicolor
+111,6.422125536662653,2.9434030391765176,5.063231554541489,1.4377482790360445,Iris-versicolor
+112,5.100196487175341,4.1232388818097405,1.155179830887467,0.24845696514059892,Iris-setosa
+113,7.243562459378875,2.7619964966326838,5.512464457768505,1.973678531754094,Iris-virginica
+114,4.933783318698477,3.8762788129925823,1.37860910128722,0.10962649029373517,Iris-setosa
+115,5.207888896448283,3.563159681027605,1.4852651936967711,0.21253083818704094,Iris-setosa
+116,4.514213166669947,3.2194627921978554,1.6105533298852217,0.2605961495168587,Iris-setosa
+117,5.958795709487097,3.345172086148924,5.221612375428004,1.7759224862393448,Iris-virginica
+118,6.5589930978690525,3.005900622054537,5.194446461150851,1.8291473831780434,Iris-virginica
+119,5.579209131885101,3.563406933200699,1.6360463279801503,0.49613669979679825,Iris-setosa
diff --git a/iris/tvae/3/14/test.csv b/iris/tvae/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/14/train.csv b/iris/tvae/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/14/val.csv b/iris/tvae/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/15/synth.csv b/iris/tvae/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52d634d29435851fb445cba2b5e4ea4a3b8b5447
--- /dev/null
+++ b/iris/tvae/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9180765218205345,2.935752128729977,5.145441092953893,1.6365847970952907,Iris-virginica
+1,6.567504857036473,2.8316240382225297,4.58607750342843,1.4101622479264657,Iris-versicolor
+2,7.026987419793145,2.858027898325408,5.991231911091834,2.065178078248088,Iris-virginica
+3,4.959979946234552,2.343033576932183,3.0445764754876405,0.8863582259898712,Iris-versicolor
+4,5.426669267802878,2.342879987050546,3.6153558862378854,0.7147027044009822,Iris-versicolor
+5,6.211107122972271,3.024164699695303,4.878328793959397,1.4093297727647516,Iris-versicolor
+6,5.786975964790772,2.8464946317115425,3.5158594567910098,0.9291887924688462,Iris-versicolor
+7,4.859160291432331,3.7052596954712977,1.516951119737049,0.17783931402216066,Iris-setosa
+8,4.959744588867768,3.627369897002787,1.3595514335856294,0.15615434967823572,Iris-setosa
+9,6.473773180931578,3.3590065859579163,5.137103443990814,2.3868939656586607,Iris-virginica
+10,6.066386108862656,2.8770477605633755,3.6101934336719417,1.2680014271688311,Iris-versicolor
+11,6.191482760630024,2.445454830066088,4.627509315082145,1.437909332669276,Iris-versicolor
+12,5.903263190610036,2.952859281637009,4.438911760272854,1.6193650396578025,Iris-versicolor
+13,6.292143841534264,3.0088535523915647,5.073756866427321,1.9994740026572428,Iris-virginica
+14,6.318154187841457,3.0410045943619837,5.141754915839695,1.6327333800100123,Iris-virginica
+15,4.4487821614341625,2.576403132834879,1.196725062180209,0.23974523227669256,Iris-setosa
+16,5.795261758277597,2.949764155079182,4.5340498405295655,1.7962756259460853,Iris-versicolor
+17,6.0272174371495755,3.0788448950192118,4.50408897025156,1.5649878839520304,Iris-versicolor
+18,7.233160657353438,2.81642202619889,6.283110722319858,1.5740733738454453,Iris-virginica
+19,5.50727835112624,2.7664336623834584,4.241819709355957,1.1299164663453645,Iris-versicolor
+20,6.258485856091555,2.7107681386212477,4.791622311833531,1.817116216595839,Iris-virginica
+21,6.26362201419309,2.912078838679438,4.728734561106598,1.5835025277143362,Iris-versicolor
+22,6.103654865464531,2.906995948356497,4.787074191044691,1.751683195618709,Iris-virginica
+23,5.985892814121845,2.740687291896055,4.88254411409278,2.002492612979279,Iris-virginica
+24,4.59455080581028,2.9671781068528795,1.6457416478368239,0.043408509865007244,Iris-setosa
+25,6.592314135223652,3.1860506291863695,5.57329166620864,2.08873788296028,Iris-virginica
+26,5.704123373646388,2.8609553988491436,4.912949460152256,1.6717748132828443,Iris-virginica
+27,6.514292923256207,2.57723787296263,4.632363409924808,1.2479483688135022,Iris-versicolor
+28,4.7968215940116,2.6320369746788774,1.402507024602084,0.17947573844984346,Iris-setosa
+29,7.00489927913405,3.037489559296725,5.18576917204604,1.5314188471758765,Iris-virginica
+30,5.089001771561996,3.5274269850199325,1.4122390341106923,0.4037359079408751,Iris-setosa
+31,6.337535802203431,2.7511762292778426,5.569491986194019,1.3793948812296648,Iris-virginica
+32,4.3448565261103,3.4206618626525724,1.3333891146588015,0.10043806966997895,Iris-setosa
+33,6.085742161843041,2.8454751845666255,5.0292264527084845,1.6351361249830862,Iris-virginica
+34,5.664575614264645,4.040231144076086,1.7443113109960642,0.2596275267292641,Iris-setosa
+35,6.539406985972054,3.01140906031882,5.164620176193792,1.6213744408265325,Iris-virginica
+36,6.718519880558667,3.2222322481738,4.760775119698961,1.4545182475719967,Iris-versicolor
+37,5.69860235206396,3.3018063868409793,1.4363455797076523,0.2484300065592224,Iris-setosa
+38,5.998757527588538,3.05708576915412,5.260983294618641,1.8734317841649217,Iris-virginica
+39,7.086467067265435,3.0446584635497707,5.2921238942859175,2.033927788808569,Iris-virginica
+40,6.671646312061546,3.799440110917715,5.448170124356471,2.510514088620976,Iris-virginica
+41,6.352200494875089,2.901822934235461,5.436291094748374,1.6310765637216016,Iris-virginica
+42,4.5252199625686105,2.967914050273634,1.3311419022289956,0.2369776203215268,Iris-setosa
+43,6.69049968487323,2.445729109945164,6.239738944642261,1.8706882867182504,Iris-virginica
+44,4.547717874387219,2.992029461233154,1.2768696511641064,0.2311496917799399,Iris-setosa
+45,7.17106659402019,3.0182462365400866,5.418578028547675,2.258073852577211,Iris-virginica
+46,5.718490631919638,3.9620002781825265,1.4058141984278871,0.27220480079918963,Iris-setosa
+47,5.9001189383762656,3.3307422280102212,5.084105028934376,1.753566124972283,Iris-virginica
+48,4.988551328855753,3.7020107971302125,1.5622538473547656,0.33403963809856746,Iris-setosa
+49,6.316189241072098,3.139427607828165,4.659555549668099,2.004329407296431,Iris-virginica
+50,6.64898088492927,2.884483694197761,4.166260256269048,1.1472394014601381,Iris-versicolor
+51,6.1986117738044815,2.860929268786031,4.202542423675203,1.125610339358646,Iris-versicolor
+52,4.504555428993633,2.6801294570117618,1.4050358237304146,0.2720293775743197,Iris-setosa
+53,5.511789680173718,2.6324829661810885,3.8939947883057586,1.1058526263060264,Iris-versicolor
+54,5.636209586590892,2.9139249647112284,4.985886663103121,1.5888967343645666,Iris-setosa
+55,4.908335936919455,3.1833181011576412,1.5758229104181833,0.17798467370127521,Iris-setosa
+56,4.446586512650803,2.6750681421782847,1.3892069557331839,0.0891345763828924,Iris-setosa
+57,7.283434920712688,3.083660205967399,5.550682804399873,1.6571331384362837,Iris-virginica
+58,8.035759759268105,2.773468516721613,6.320123793794752,1.8545350439386297,Iris-virginica
+59,6.560502036097386,2.6031500262075395,5.272289361926446,1.387215488941142,Iris-virginica
+60,6.638495289488562,2.4340359572152437,5.356201820833455,1.679008643959122,Iris-virginica
+61,6.321010122873255,3.498080386218055,5.722367459413636,2.303670242579384,Iris-virginica
+62,6.748062035980319,3.221227312514622,4.269881053270012,0.9594968431673612,Iris-versicolor
+63,7.3267679196804245,3.0800043367627823,6.419617142943762,2.0117023967058207,Iris-virginica
+64,6.430824944625945,2.778197335057576,4.876611773821049,1.8838507553181274,Iris-virginica
+65,6.129674326239776,3.0534473451177813,5.435774801926398,2.040278023240509,Iris-virginica
+66,5.16582162461882,2.846021074389783,1.1516601084310079,0.1523002960839237,Iris-setosa
+67,5.821292712065158,2.640901974040979,3.8828673817848562,1.4310637140705302,Iris-versicolor
+68,6.508763070098337,2.767428578036497,4.895519971846975,1.1937779236671473,Iris-virginica
+69,5.653088554004692,2.378947317601479,3.9682259420438073,1.1621911188441723,Iris-versicolor
+70,6.373209613806362,3.3480223467653722,5.213761729856178,2.4187259451751144,Iris-virginica
+71,5.625597860030794,2.9143187764281104,4.965980226929948,2.0307973734063705,Iris-virginica
+72,7.02851095909441,2.9594522031016703,5.8728422455777505,1.6770080968292675,Iris-virginica
+73,5.694354353110242,3.041586664434206,4.655549659681779,0.32141541501897763,Iris-setosa
+74,4.778514268059201,3.1445524908346814,1.2402562283653003,0.14417075459581724,Iris-setosa
+75,5.066608902344298,3.55138679292731,5.038216813312815,2.229755331309976,Iris-virginica
+76,6.277864797130019,2.84378922818339,4.975199368971487,1.7452804531561665,Iris-versicolor
+77,6.211644413691277,2.994909419494634,4.810776675445245,1.8022343157766156,Iris-virginica
+78,6.188800431839535,2.6846818808264605,3.9569472312338734,1.1747574643044774,Iris-versicolor
+79,6.951306256542179,3.1372843334567353,4.871917699159828,1.335782675913336,Iris-versicolor
+80,6.147137514850935,3.06100133642753,5.123312595437002,1.9605983292995008,Iris-virginica
+81,5.990348884091357,2.887142470561796,5.021870508109136,1.867306665773944,Iris-virginica
+82,5.569425890178902,2.9257234749266328,4.887464479692362,1.6866233996721778,Iris-virginica
+83,4.8859871803020445,2.134889777981854,3.249978446323948,0.7775343514674432,Iris-versicolor
+84,5.1661197455923515,2.172367490927496,3.4231157825521743,0.7536070613341975,Iris-versicolor
+85,6.143028280251072,2.9678267660798774,4.458046832873746,1.5048027315749901,Iris-versicolor
+86,4.519568254263449,3.2426424643037155,1.2639389832040215,0.13477530392122244,Iris-setosa
+87,4.901106535291159,3.7828560825433843,1.5286076360776528,0.24324416190431658,Iris-setosa
+88,4.878461433675206,3.2051334929320303,1.554971915152811,0.1809216818188011,Iris-setosa
+89,5.927249011420053,2.711089041918012,4.664857129403066,1.7644993427921083,Iris-virginica
+90,5.5120322222052645,2.738819262225886,4.721654305407289,1.6798202256846568,Iris-setosa
+91,6.926194082222507,3.7386619463464728,5.576950947552983,2.309113129312431,Iris-virginica
+92,7.0334113074575235,3.2879898814071287,5.86601460380363,2.2481568404613776,Iris-virginica
+93,5.974977860388389,3.0738427751137793,4.3930128080366195,1.6534924733503127,Iris-versicolor
+94,5.952636770356621,3.0801475685107294,4.148216486857375,1.3735325968172154,Iris-versicolor
+95,5.044073236108764,3.6647463477319313,1.16181661443059,0.16364121534324255,Iris-setosa
+96,6.3810693789586495,3.153337164595852,5.672225477204526,2.1266525867757067,Iris-virginica
+97,4.914298135080055,3.170885476219661,1.625423188125465,0.3569768073861667,Iris-setosa
+98,6.303491603888538,3.1475152476352606,5.159291001423596,0.29711316826176626,Iris-virginica
+99,6.355286583396535,3.0335605397128815,5.556202019701858,2.1234816627950353,Iris-virginica
+100,4.929575577081803,3.4828101361209676,1.3108487399193915,0.25946542677659074,Iris-setosa
+101,5.007088424081976,3.6298240519967258,1.672825686378981,0.466028826376511,Iris-setosa
+102,5.915651371722351,3.81704585813627,1.5677116152302337,0.3106854373978742,Iris-setosa
+103,5.233710801140753,3.547643429413727,1.521321231573942,0.347467652527109,Iris-setosa
+104,5.891468162680397,3.4606770358627035,1.7655295995401517,0.4113626347300793,Iris-setosa
+105,4.716414122206035,3.387048742780594,1.4631143233732034,0.12821787035474494,Iris-setosa
+106,4.913338556277363,3.795057093315311,1.435274682187956,0.23399495195375475,Iris-setosa
+107,5.471679223081426,2.7103657370147647,3.544446875211763,1.04830142250602,Iris-versicolor
+108,6.5668987745193785,2.619405734438515,4.128222826036006,1.1012157615093037,Iris-versicolor
+109,7.021162240209451,2.5666394142142295,5.197341349093515,1.409340403134554,Iris-virginica
+110,4.989389575506893,3.4310191153188994,1.600810093680138,0.22318071604402526,Iris-setosa
+111,5.178494382154275,3.455973617212595,1.471683787352509,0.238197999182998,Iris-setosa
+112,5.1170015017306385,3.5609471885353075,1.346272222172446,0.2693119842208596,Iris-setosa
+113,5.091041884141869,3.853864279891305,1.6606517821161164,0.44917002532965145,Iris-setosa
+114,6.561833438162428,2.8710668044928305,4.924990516731938,1.2318963178161915,Iris-versicolor
+115,6.319507064440538,2.9910993744893064,4.871774617323893,2.16730385772902,Iris-virginica
+116,6.291990462775669,2.854295433879555,5.012469990555469,1.6182321206612624,Iris-versicolor
+117,6.9129080144193145,3.3208956758556036,5.535520262677304,2.0599886803530136,Iris-virginica
+118,6.785862561896895,2.8135274410533797,5.800907657727181,1.876812346105147,Iris-virginica
+119,6.502303390968584,3.3076349717769786,5.424500645442283,2.074153331088569,Iris-virginica
diff --git a/iris/tvae/3/15/test.csv b/iris/tvae/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/15/train.csv b/iris/tvae/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/15/val.csv b/iris/tvae/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/16/synth.csv b/iris/tvae/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11c3eb0f56000bfd2348ca76df0121e5f56eac38
--- /dev/null
+++ b/iris/tvae/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.602689540555491,2.77849291457095,5.256958876939165,1.7385494637262533,Iris-virginica
+1,5.974395204663957,3.054215948091891,4.978405551111819,1.6951132450243989,Iris-virginica
+2,7.0757700521277815,3.2605978484661406,5.907247848938384,2.1426992831821106,Iris-virginica
+3,6.6723561760835075,2.949863726569723,4.493586005841543,1.1486507239261026,Iris-versicolor
+4,4.967256670026266,3.4634994228899374,1.352687775055233,0.22490200419091974,Iris-setosa
+5,6.147981834873502,2.9287537806944024,5.220384696017103,1.9490335528333482,Iris-virginica
+6,5.268997287579082,3.150756881050351,4.217571391642407,1.1195996036689424,Iris-versicolor
+7,7.16252196864529,3.913796748367184,5.545461277083519,2.1320473658860144,Iris-virginica
+8,6.095426372530904,2.9565101227833726,4.963283765585129,2.0350067732471775,Iris-virginica
+9,5.766460104020091,2.912641437325788,3.92815791200293,1.463458106531163,Iris-versicolor
+10,4.831095272621732,3.4594402508034117,1.4606273033197286,0.22652352048449093,Iris-setosa
+11,6.722992848421682,3.1262649646513916,5.589559303960967,1.8823887378431512,Iris-virginica
+12,5.995478158535551,3.013090942280166,5.147059410821367,2.0387945861547943,Iris-virginica
+13,6.007525888027897,3.147574825786942,5.338461585012603,1.9642551079103863,Iris-virginica
+14,5.9823809315061345,2.75002033712583,4.652285265187836,1.6199131705222234,Iris-versicolor
+15,7.053763325568342,2.8990613372520304,5.200376235551558,1.7401530341703146,Iris-virginica
+16,7.128044067584821,3.280310439668433,6.130590924827368,2.269878838158885,Iris-virginica
+17,6.553650887580159,2.8292671406828083,5.330461241368078,2.4168114555621183,Iris-virginica
+18,6.113620213402318,3.3315079380525496,5.292174137222643,2.2468109473733664,Iris-virginica
+19,6.248371122904706,2.8104792254722226,4.5982992574414245,1.5624013768350635,Iris-versicolor
+20,4.622692936017555,3.098074073785896,1.2717783485174932,0.117175905537342,Iris-setosa
+21,6.821238637581091,2.5867638481920947,4.9839687359454405,1.5468744399379664,Iris-virginica
+22,6.896188217647125,3.3702517771397535,5.363811171285366,2.4647866579379256,Iris-virginica
+23,7.151336024815404,2.7673595457106277,5.212324327224305,1.5040781694470289,Iris-virginica
+24,6.18049303104167,2.859782605521717,4.684368035820143,1.9301452971926143,Iris-virginica
+25,5.269969029082954,3.458017290010964,1.7278089994663175,0.37389904534974217,Iris-setosa
+26,4.462470073735406,3.8019171761613526,1.3299878040090518,0.19040627044703484,Iris-setosa
+27,6.102159379049031,2.53514243267374,4.468061947201351,1.2950778722121972,Iris-versicolor
+28,7.471138553453426,3.279283727705905,5.835062866745187,2.2859908447048918,Iris-virginica
+29,4.351152239443966,2.6439093664498774,1.2751217474393892,0.1525321145138146,Iris-setosa
+30,6.419410934410897,2.585976547878627,5.205626838491937,1.62106692077499,Iris-versicolor
+31,6.119510049903452,3.3520024867468132,5.272485494770625,2.1893618455400334,Iris-virginica
+32,5.850619909761651,3.0569299063999296,1.6319340605177801,0.25292442589581093,Iris-setosa
+33,5.420171478886051,3.6971993457639396,1.6061087658901372,0.4071943061335704,Iris-setosa
+34,6.555026869560838,2.956626332421342,4.972785705246457,1.9620421927063014,Iris-virginica
+35,5.021876652891166,2.653349307474142,3.613857192678406,1.0139939055243792,Iris-versicolor
+36,6.5026677751254915,3.189674919943897,4.578660331975476,1.2592797669991578,Iris-versicolor
+37,6.192656886984088,3.0974980150780524,4.532340202092076,1.2777268180209496,Iris-versicolor
+38,6.18756926863543,3.232599960940219,5.011160262501456,2.0839069506349213,Iris-virginica
+39,6.4981685968708005,2.9359356914663914,4.572158221335099,1.215774865906962,Iris-versicolor
+40,4.781824549460713,3.0162066494897113,1.6876559860630236,0.22089212443131798,Iris-setosa
+41,4.69672590146907,3.6063912392820754,1.4423821439134106,0.15427295849482808,Iris-setosa
+42,5.583295418698428,2.890545842905328,4.341977715840297,1.582115819090248,Iris-virginica
+43,4.841317509464615,3.16107445817927,1.431336277219541,0.1791322183158163,Iris-setosa
+44,6.323383540328131,2.887731685781759,4.757518223890449,1.6050780163984524,Iris-versicolor
+45,7.15503171167741,3.1083565779652305,5.646904948301771,1.8318495655518099,Iris-virginica
+46,6.95890996945629,3.2762757084516982,5.407714882026673,2.169713924460197,Iris-virginica
+47,6.662859560809926,3.3215546687549593,5.3636045964100365,2.3987645487550657,Iris-virginica
+48,4.911873179935072,3.285513176740134,1.4419069503280089,0.20893290514303242,Iris-setosa
+49,6.346046495459862,2.9623476280228096,4.320691343973736,1.6103810635965627,Iris-versicolor
+50,4.922692391548977,3.484794438497375,1.6274107158383153,0.28332635839000775,Iris-setosa
+51,5.515238539097552,2.177994979595059,3.725163563414947,1.2393728508910713,Iris-versicolor
+52,6.169582734876163,2.649697801861578,3.7185611325066494,1.1787916878063518,Iris-versicolor
+53,4.224357219300105,2.5117537796368223,1.4103271226064182,0.13104898009867777,Iris-setosa
+54,4.696693675001383,3.4021624466841724,1.6146019327363899,0.16611423430078096,Iris-setosa
+55,5.301694211747832,3.7009623162199903,1.5700709270107043,0.2913867629833237,Iris-setosa
+56,5.695834907281953,2.831664642301743,4.765378632274846,1.6073379277179356,Iris-versicolor
+57,5.176784045840333,3.2383055624483523,1.5071580238619768,0.3234782858982108,Iris-setosa
+58,5.9762156110983,2.626418685851751,4.846219297158298,1.6991390932263064,Iris-virginica
+59,6.0972223493041415,2.902875171126884,4.7762746628584125,1.7367858647738956,Iris-virginica
+60,5.02578722478629,4.214377279313702,1.399178285020047,0.1783658145776736,Iris-setosa
+61,4.438530844238026,3.2819554360597363,1.2521089759720585,0.14135448877726392,Iris-setosa
+62,6.395062783420509,2.8525970561938463,4.398638989585416,1.212087980746582,Iris-versicolor
+63,4.9437016496396815,3.470737751484621,1.4309506455734418,0.31865394904435096,Iris-setosa
+64,6.826281354108758,2.9454058050463807,4.55086291636084,1.1915247705416159,Iris-versicolor
+65,4.469332127785896,2.8829141918216186,1.1496657821846155,0.1256159376023558,Iris-setosa
+66,5.491424860415895,2.92078044737868,5.026078390123396,1.4281548138583828,Iris-versicolor
+67,5.346503000903503,3.2306292077312224,4.04980258822239,1.0527978092923251,Iris-versicolor
+68,5.1318011757492705,3.210860939487449,1.4291120633870853,0.22003881212065757,Iris-setosa
+69,7.248222438993335,3.0103834109710714,5.793590021533921,1.813332700307872,Iris-virginica
+70,6.077904644473668,2.8888010337449566,5.138887875640643,1.8031531364236664,Iris-virginica
+71,5.7260034975227905,3.148505582107694,1.7823890065687071,0.4878386375733553,Iris-setosa
+72,6.464296795116479,3.294955867423349,5.103777177291696,2.138571295472102,Iris-virginica
+73,5.386684957416142,3.6944086920890635,1.4880873797523775,0.28865975810004013,Iris-setosa
+74,5.691961396618969,4.002548700013715,1.300076000047058,0.21080316413998418,Iris-setosa
+75,6.951579424251776,3.052534140175901,5.960488220793315,2.0930066844839006,Iris-virginica
+76,5.206939468576876,2.767882410518901,4.207904503076743,1.346384895596796,Iris-versicolor
+77,4.706496919430446,3.5259704897322024,1.743598995098536,0.2288864241483857,Iris-setosa
+78,6.329467815496293,3.13222776991362,5.260974271758759,1.91875379028095,Iris-virginica
+79,6.510061723880254,3.1519206265834403,5.460512088025848,1.8955924045526797,Iris-virginica
+80,6.620295702376895,2.9291337179262698,4.485535929270961,1.3399627553336682,Iris-versicolor
+81,6.4316220106170325,3.2081474158505006,4.918235739711828,2.0045135123602313,Iris-virginica
+82,5.2152130820227205,3.4971427916054094,1.5540118028175451,0.3779624143353243,Iris-setosa
+83,6.50773676839354,3.018889552826437,5.286362117412031,2.112637108852458,Iris-virginica
+84,6.663849053161069,3.494679792354899,5.436102951374578,2.2873141408478097,Iris-virginica
+85,4.875651922337421,3.559900207264683,1.3730806879161754,0.1511057634120876,Iris-setosa
+86,5.046976149738013,3.7342157632974837,1.458218200285521,0.22490795812832726,Iris-setosa
+87,6.9026206057945805,3.2669972000575984,5.456835944505529,2.477412123884908,Iris-virginica
+88,5.403402904663174,2.805472398580802,4.285035709202795,1.2315448472079473,Iris-versicolor
+89,4.757559227156061,3.6889688490253882,1.377123934115142,0.3022304670524505,Iris-setosa
+90,7.185059102367413,3.089350126320549,5.748641580019258,1.8620417141437369,Iris-virginica
+91,5.376451486671315,3.8772573220765643,1.0297076096162574,0.18911448061294045,Iris-setosa
+92,6.816187573109747,2.9752744127062893,5.219929174968432,1.7560911234099983,Iris-virginica
+93,6.2218678512173025,3.080513937227859,4.513419259623122,1.458325952000839,Iris-versicolor
+94,6.767926525464509,3.1396090536984045,5.219816053891739,2.1747502929547284,Iris-virginica
+95,4.636619693861579,3.2580352296545327,1.4273820925346128,0.28998676148442176,Iris-setosa
+96,8.12382941381564,3.41312153187103,6.197513810239973,2.2756781730902174,Iris-virginica
+97,5.901219056876853,2.5571426247940146,4.909901920174209,1.8927494735983417,Iris-virginica
+98,6.418101488380756,2.9026493111368836,4.659308964261651,1.6786239129717417,Iris-virginica
+99,5.846142519684949,2.750836755475711,5.013881034561276,1.4669900747422835,Iris-virginica
+100,6.926918329494777,3.436369211884753,5.906533565896783,2.212960453999072,Iris-virginica
+101,5.864758755870332,2.6351836660434276,5.124909254277234,1.5457416626530132,Iris-virginica
+102,6.688613852401237,3.190727132982007,5.25315103991887,1.958248217160711,Iris-virginica
+103,6.917261379381126,3.0048714355249047,5.199541058843121,1.5648490988335233,Iris-virginica
+104,5.449235655960455,3.5210480064900915,1.7108741961611986,0.5153292223906938,Iris-setosa
+105,5.812573796959047,2.8663733915540877,4.47886351775191,1.2294563087651393,Iris-versicolor
+106,5.392732443272545,3.3577495765378065,1.5957121419359077,0.37488840149744707,Iris-setosa
+107,4.831346052486322,3.594956256034971,1.6066193161678335,0.23004780311140746,Iris-setosa
+108,6.143098800247707,2.94970025332701,4.545026221036274,1.9329771150573267,Iris-virginica
+109,5.481637166491664,3.9506428706280836,1.2258050222760795,0.24816334204661777,Iris-setosa
+110,5.9702914776698375,2.5637168259438567,4.052010323587149,1.4500745851412944,Iris-versicolor
+111,5.738908005309196,3.126199657832417,4.999454323897926,1.7305889778434007,Iris-versicolor
+112,6.521283893461128,2.8065339843329147,5.002785280902214,1.701821017100328,Iris-virginica
+113,5.196936160096001,3.5630892684594846,1.7893699710962794,0.26782969618823604,Iris-setosa
+114,7.340201171603385,3.008472189065056,6.103618257511238,1.7030481439199878,Iris-virginica
+115,5.563590577393279,2.697910871852207,4.243332307175255,1.4353247016128268,Iris-versicolor
+116,5.73032106206433,3.6133965028113297,1.481881601927653,0.2692433314247269,Iris-setosa
+117,6.904287966391862,3.481756276319813,5.7293988258588024,2.1530786745102324,Iris-virginica
+118,6.098406733414597,2.9860516326327855,5.263776141213594,1.9648534978422976,Iris-virginica
+119,4.980500913189975,3.341641264481498,1.5159026089641794,0.24452879128723534,Iris-setosa
diff --git a/iris/tvae/3/16/test.csv b/iris/tvae/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/16/train.csv b/iris/tvae/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/16/val.csv b/iris/tvae/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/17/synth.csv b/iris/tvae/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4130ebb3918f37c5a7b22817b3d6f9c97748da7
--- /dev/null
+++ b/iris/tvae/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.904801360905923,2.544895791461791,4.783019791722101,1.4795890697306795,Iris-versicolor
+1,4.550316977955929,3.4278064433455633,1.3410151392379708,0.1765225108993193,Iris-setosa
+2,6.124434613182683,3.032720320930232,4.381329767504402,1.267890216341491,Iris-versicolor
+3,5.993705911243667,2.7041757643564366,3.855489047340456,0.7952590787296854,Iris-versicolor
+4,6.735722584265278,2.9864727099469315,5.005974210883112,1.654224279099919,Iris-versicolor
+5,7.0098744576052585,2.8421138185113417,5.265760092944065,1.8235085318892181,Iris-virginica
+6,5.193465114345343,2.9665803709201866,4.228560169354122,1.100265850784027,Iris-versicolor
+7,6.795246335574435,3.057866612469422,4.935197270786581,1.4126770752079998,Iris-versicolor
+8,6.5235522052136705,2.9003749927319107,5.239195629238687,2.001647068460544,Iris-virginica
+9,5.652983283742409,3.08830315475648,4.638559005756492,1.7645383580903238,Iris-virginica
+10,6.538260108498651,2.7632946247843635,4.561370575401832,1.1971260142941011,Iris-versicolor
+11,6.863688595073565,2.849490038481815,5.432329486298107,1.7799393443640676,Iris-virginica
+12,5.9664355878008815,2.9135329120915445,5.375192719137094,1.9560601789834853,Iris-virginica
+13,6.851126477667314,2.9279176876783364,4.426651777241308,1.2720606090128175,Iris-versicolor
+14,4.66022610672536,2.955498878685785,1.2123172997933593,0.2256031859400491,Iris-setosa
+15,5.283465916473905,2.4863145265180524,3.6878705720163927,1.023006187619443,Iris-versicolor
+16,5.335722978559995,3.004986632817019,1.4268539832012872,0.1451556755258927,Iris-setosa
+17,5.142946881505618,2.803388383588448,1.2280899264984204,0.16639184875563257,Iris-setosa
+18,7.185053692734817,3.175245502624898,6.400448237454295,2.2155335943777374,Iris-virginica
+19,4.88983850655338,2.6752856293179708,1.4487258964095246,0.13062157157691645,Iris-setosa
+20,6.929959878078169,2.945042711061518,4.495804824061166,1.5329124647375794,Iris-versicolor
+21,6.650084076741854,3.0396754930227825,4.534402257744768,1.339320377199432,Iris-versicolor
+22,5.625173506002905,3.4110506008663135,1.5070506897428664,0.3545746483997816,Iris-setosa
+23,6.96698546740227,3.4496359973054203,6.118175920614702,2.183949888309523,Iris-virginica
+24,5.321940082420875,2.3721073300219793,3.921944829287552,1.3130049203577825,Iris-versicolor
+25,6.655230880176297,2.8241520753904887,4.4354544179614,1.5017664204308172,Iris-versicolor
+26,5.969412581645077,3.029969491491904,4.987301871152358,1.9889348554074107,Iris-virginica
+27,6.5312699792236035,3.548999167841309,5.54360348679153,2.2672737548585378,Iris-virginica
+28,4.3120658500368725,3.181952453439752,1.5116913943186547,0.1470710782917331,Iris-setosa
+29,5.807445197298187,2.8897108768669426,4.255574674570679,1.3601875349929637,Iris-versicolor
+30,5.324168845698213,4.116130101483724,1.3693409948911626,0.3007583929972085,Iris-setosa
+31,6.956521676223386,2.948856472619017,5.505149329789185,1.8325310015189034,Iris-virginica
+32,6.797043780197225,2.9340039162337432,5.293391114213126,1.4984157290761697,Iris-virginica
+33,6.308683809240529,3.0045196050137726,4.229454330850361,1.113201459605375,Iris-versicolor
+34,7.8561361847835895,3.646656231586241,6.499477101342349,2.189773793447726,Iris-virginica
+35,5.58434656900037,2.730545971998073,3.83915933418858,1.3195722204376668,Iris-versicolor
+36,5.0575354853413845,4.061755327622294,1.3296349544162274,0.23398888286689784,Iris-setosa
+37,7.156855285061687,3.1296213656867957,5.8869110663125035,2.1201697869019602,Iris-virginica
+38,4.543232311220579,3.2617463409782017,1.5043107517773688,0.21110332327188266,Iris-setosa
+39,4.847635807555732,3.510095045924308,1.4563693686187882,0.18606629432836574,Iris-setosa
+40,5.889989635155572,2.9851428986163517,4.678134056536563,2.100701441588541,Iris-virginica
+41,6.726687347338587,2.918023875344619,3.99163638595285,1.377647067899154,Iris-versicolor
+42,6.127358239623794,2.7236450800562086,3.92175542748215,1.0224255094008985,Iris-versicolor
+43,5.91803746071146,2.7812359314197854,4.382717855441173,1.4661226357715673,Iris-versicolor
+44,4.836604175788101,3.2279792309680406,1.483422630980373,0.2708138685151897,Iris-setosa
+45,5.1160926351529,3.7062719042191126,1.3624612105714498,0.22060703961340766,Iris-setosa
+46,5.7428317716788975,2.6812194793153084,4.27841841628452,1.154700703881513,Iris-versicolor
+47,4.863573925272875,3.102817993649882,1.3823443581479997,0.2295927117699565,Iris-setosa
+48,6.562688397838545,3.1959978620116134,5.316096229273343,2.2449646488992396,Iris-virginica
+49,6.350548019223347,3.203884490316138,4.623994280821448,1.6499311193466335,Iris-versicolor
+50,6.059977084869713,2.8054216196160984,4.584190438927823,1.9561451727784496,Iris-virginica
+51,5.786832301557498,2.7838783167119328,4.863749790731941,1.3090639585029027,Iris-versicolor
+52,5.166846177002308,3.89076881010649,1.297163792149066,0.2521247392054437,Iris-setosa
+53,6.025016441191145,2.969657083570716,4.551528306976511,1.5896872825036077,Iris-versicolor
+54,5.773684540951146,3.0873486384001767,4.8766277773563145,2.026782305812775,Iris-virginica
+55,5.229070401970314,3.39246581575108,1.6879665080184991,0.3101227769230106,Iris-setosa
+56,6.1792976489148,3.002969072075118,4.768209833916566,1.4970350860578188,Iris-versicolor
+57,6.986030914645107,2.996752563592559,5.401285213162413,2.2289120295800733,Iris-virginica
+58,5.590993115091965,2.7137460792883785,4.088801748311982,1.523493256130945,Iris-virginica
+59,5.499109788103141,2.7050884627646927,4.473803181600065,1.2568256094471622,Iris-versicolor
+60,6.348828975081895,3.3428307924722094,5.645815609651056,2.4094713714603984,Iris-virginica
+61,6.922987065967414,2.613893921322193,5.745789969490881,1.805889996356826,Iris-virginica
+62,4.830528031985701,3.592888757880717,1.5860417931067228,0.3502490980883752,Iris-setosa
+63,6.336688946804202,2.8787610503517858,4.5779047554518915,1.260854440035187,Iris-versicolor
+64,5.656174360316619,3.334892933566219,4.528280300744197,1.4174958516524705,Iris-versicolor
+65,6.530317354098143,2.692300476343323,4.920824297369099,1.4668028404411868,Iris-versicolor
+66,5.935425655814328,2.904767425895936,4.674250181893254,1.614157668492772,Iris-virginica
+67,4.807211649592254,3.27778718127309,1.4600322253538043,0.28197853345302565,Iris-setosa
+68,6.713790233454593,2.7651929868502068,4.444922803319901,1.4461367929742999,Iris-versicolor
+69,5.909097321481438,2.6611752019732315,4.391737576113773,1.0932901911327582,Iris-versicolor
+70,7.029597056009003,3.222794933240763,6.268130897839922,2.3955583673834653,Iris-virginica
+71,5.853112462689946,3.029275573034404,5.046456094090864,1.4028296154532942,Iris-versicolor
+72,5.330566196067709,2.7470434143003772,3.9532879656780713,1.0052508828210165,Iris-versicolor
+73,6.393237686338519,3.1484217633842815,5.3416208623049,2.1416534533894853,Iris-virginica
+74,6.151813170810135,2.6307394707285408,3.8449534449246316,1.1066540417928883,Iris-versicolor
+75,5.0670121485740784,3.8626067691468213,1.49534106097077,0.2220686635998347,Iris-setosa
+76,6.043392561979139,2.913296794863697,3.832851075969165,1.1020390026914368,Iris-versicolor
+77,4.554918110575996,3.0413817243482826,1.283083456592433,0.21319998208885252,Iris-setosa
+78,7.223600490187195,2.809597108851375,5.784389222846334,1.8780158148322454,Iris-virginica
+79,4.707024345496281,2.9399638488212423,1.327600375987164,0.11954128958098217,Iris-setosa
+80,6.378758916129538,2.8522036336982604,5.09091033347161,1.3028247337542762,Iris-virginica
+81,5.518294483405432,3.9021171603909997,1.6474045121628482,0.6199014163967733,Iris-setosa
+82,5.070081778539438,2.2728204877058826,2.957355420513448,1.136727116557875,Iris-versicolor
+83,6.150381478665411,2.9150800951267373,5.023487321189662,1.6669403257739892,Iris-virginica
+84,5.792000124621983,2.652056529772737,4.164781630957999,1.3963309416073613,Iris-versicolor
+85,5.977864583662098,3.2615550179689423,5.068152121281875,1.6547323776776175,Iris-virginica
+86,5.10283963405935,3.2343457640374678,1.4687613641172883,0.15200037692752555,Iris-setosa
+87,4.266182059721245,3.1112282355963097,1.4519593542236953,0.16049002148676683,Iris-setosa
+88,5.6790655346080605,3.1561798818279048,4.111388456667957,1.3778379962366554,Iris-versicolor
+89,5.600396927276941,3.0957554683465056,1.4154633587362273,1.8828723497370712,Iris-setosa
+90,5.634211789787752,2.509206325689543,3.8982708862914563,1.270811449996166,Iris-versicolor
+91,6.023667826414177,2.571050638120078,4.340589177997685,1.7436455433315794,Iris-versicolor
+92,6.393685584162477,2.892312117784287,4.978212312026736,1.794016510662359,Iris-virginica
+93,6.1487185207238895,2.6084183108527013,4.76439592025787,1.6014240330282257,Iris-virginica
+94,4.942428580989778,3.5851732419767255,1.7264241497551394,0.25613026200989386,Iris-setosa
+95,5.777509629075846,2.996281135540789,4.225326815762267,1.4419849278955814,Iris-setosa
+96,5.071535649584368,3.5928619066433365,1.3769271403254373,0.31488750637494145,Iris-setosa
+97,6.3316213918547755,2.708125880823713,4.673838926718332,1.34137342052876,Iris-versicolor
+98,5.68051586308596,2.6190778000219135,4.150948275212665,0.8925531397538582,Iris-versicolor
+99,7.152809126374294,3.364269013929953,5.4250382404841595,2.3274226991274354,Iris-virginica
+100,5.290110624333637,3.313079182219979,1.4142329589003135,0.15215366999904656,Iris-setosa
+101,4.720989742132115,3.2366609049848223,1.6185379446058064,0.3150111043663903,Iris-setosa
+102,6.934037720065212,3.1533071983415013,5.9130876851266905,2.4064534586640343,Iris-virginica
+103,6.042366706372772,2.682619738330524,4.517502391693891,1.359826302130744,Iris-versicolor
+104,6.84815728772495,3.137449338266717,4.756167488083046,1.3568456194208733,Iris-versicolor
+105,6.245809424446505,3.0958685839528073,4.590842703354904,1.8318413139197547,Iris-virginica
+106,4.6320000508658055,3.2910429530569543,1.3726971142295916,0.11323756414318525,Iris-setosa
+107,4.416299319686134,2.6785422124449876,1.4164583226497887,0.23804413616169556,Iris-setosa
+108,4.4437469754291135,2.878169907541386,1.3128164922650258,0.16430270195434604,Iris-setosa
+109,4.747216946534233,2.74678286838179,1.3314111516720595,0.16516902744639844,Iris-setosa
+110,6.291250347344097,3.3146192540059354,5.222909395033462,2.405440663532079,Iris-virginica
+111,6.329716067470381,3.225183621103366,5.209309653925025,1.9672468859925123,Iris-virginica
+112,4.775430734355217,3.0815848803496246,1.4539414964806618,0.22911395816727068,Iris-setosa
+113,5.402295843621957,3.7774509844330155,1.2741972980445766,0.15390322874750312,Iris-setosa
+114,4.9470722824708595,3.1223893653735844,1.329953193765101,0.18424955822450856,Iris-setosa
+115,4.556711306868557,3.3284030845017476,1.4581947736404663,0.1337028497351688,Iris-setosa
+116,5.166023406693052,3.4930141500421357,1.452125876616154,0.2736233792251612,Iris-setosa
+117,6.167716044809481,3.0770876300452983,4.793410069855523,1.4475908716001837,Iris-versicolor
+118,5.214305938996679,3.679455833559753,1.331813328593997,0.2777240153024341,Iris-setosa
+119,6.048649019461724,4.01217738255339,1.3809314586293404,0.24018067932984968,Iris-setosa
diff --git a/iris/tvae/3/17/test.csv b/iris/tvae/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/17/train.csv b/iris/tvae/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/17/val.csv b/iris/tvae/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/18/synth.csv b/iris/tvae/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acc198c9bed84a7eec230e18a233f9df86d6128c
--- /dev/null
+++ b/iris/tvae/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.3894660406081725,3.1322379430018574,1.6809708508413481,0.16493612873936167,Iris-setosa
+1,6.772642653211419,3.8751763984816483,1.6982900611340854,0.5506431920781794,Iris-virginica
+2,6.989995589624341,3.7862420427289187,5.888492579329052,2.2128599798085924,Iris-virginica
+3,6.1157158501909175,2.9454329599387674,5.197743216131343,1.8597330847850295,Iris-virginica
+4,6.644146364318954,3.1154473496949393,5.363157822151095,1.7548298138630387,Iris-virginica
+5,5.246163530854037,3.4946938458057404,1.4429459278219876,0.35827628576914033,Iris-setosa
+6,5.957734305824048,2.896662722084071,3.786420190972078,0.9898356867119257,Iris-versicolor
+7,6.893836215501572,3.3072122462526674,5.615404777484948,2.4376382235524288,Iris-virginica
+8,7.137697305731638,3.165379509239319,5.909084261326691,2.1359684482040895,Iris-virginica
+9,6.6912142020359955,2.7121129092000276,5.810366831723236,2.1952969451477773,Iris-virginica
+10,6.150742892451468,2.861199055798658,4.440760631455798,1.200965496965875,Iris-versicolor
+11,6.561573616363081,2.626648367631576,5.20033095887122,1.6889013547243865,Iris-virginica
+12,6.179563979637444,2.8618491980354466,4.331842469951869,1.3002980488123592,Iris-versicolor
+13,5.839955284625453,2.437208387844552,4.978017926855163,1.815362589074733,Iris-virginica
+14,6.020845420867914,2.9885308611511228,4.414318349435429,1.4495288120673644,Iris-versicolor
+15,6.895892060060629,3.9100207737697263,5.543383904950983,2.3165451907868726,Iris-virginica
+16,4.8826837060734976,3.226804687311654,1.420347327472062,0.18711971520420184,Iris-setosa
+17,6.83351760648443,3.1024270348040166,5.813191493086474,1.8620783811101247,Iris-virginica
+18,6.906683547396912,3.2195041497954016,5.476089972508717,1.97211869408927,Iris-virginica
+19,6.5879104450736214,3.268415138059731,5.567359936052651,2.1963358106966506,Iris-virginica
+20,6.744687448595593,3.0720896387219727,5.351286040550613,1.7470760464066981,Iris-virginica
+21,5.7645983508119905,2.8523051106869715,5.042679901912368,2.1141694557366053,Iris-virginica
+22,4.615796117574757,3.1171989363679233,1.3272880620584586,0.05989471866640517,Iris-setosa
+23,6.7443461687806225,3.1212124937964236,5.633092049897645,2.046995638151728,Iris-virginica
+24,5.594321841112082,2.9824480261305286,3.7847621620418517,1.2553529648794244,Iris-versicolor
+25,4.638672688090847,3.1444222823439323,1.3794767111617336,0.17815007070125216,Iris-setosa
+26,4.299725807427378,3.1398560137222407,1.5578864237642038,0.09779641179214366,Iris-setosa
+27,6.934181908588883,2.6690574043801143,5.988964966526055,2.2144650690350356,Iris-virginica
+28,5.296421819846101,3.4123853861476814,1.607615835555659,0.350933241742767,Iris-setosa
+29,6.696305592666081,2.9098024078816693,4.813661358076913,1.6016299836148156,Iris-versicolor
+30,6.535706871339999,2.8284358488294696,4.5909896541739394,1.4548374143894023,Iris-versicolor
+31,5.790626482754594,4.118195990169669,1.3528638177059038,0.3351416508982029,Iris-setosa
+32,5.538045262547254,2.760903734444055,4.037026105977026,1.5964160674381385,Iris-versicolor
+33,6.225355136828387,2.8433779450262335,3.883881728581015,1.2143356708695963,Iris-versicolor
+34,5.917728959379941,3.1222313036286637,5.108003281771619,1.659552465039824,Iris-virginica
+35,5.143786765262903,3.9476064130481814,1.6097555571227915,0.4629296295948505,Iris-setosa
+36,6.654153314364747,2.803400601197013,4.178330616990879,1.148928773434583,Iris-versicolor
+37,5.218145626219673,3.4492995156065502,1.589730983337236,0.15447426323340457,Iris-setosa
+38,4.6851212749318885,3.588188092270415,1.1258586212313322,0.11728881551654052,Iris-setosa
+39,6.956555280193005,3.110272954242243,5.191750977488427,1.8294154235248874,Iris-virginica
+40,6.410341971944964,2.785827818420897,5.3324602027395125,1.856774444135136,Iris-virginica
+41,5.526018378982029,3.191019163724128,1.5203293673134304,0.20774798220512503,Iris-setosa
+42,6.569607700416497,3.496422243157635,4.787523832798409,2.2748077781719105,Iris-virginica
+43,6.634608670021904,3.4429206034828383,5.898315203691384,2.3921350215293327,Iris-virginica
+44,6.348702178241051,2.786245234702931,4.505600546730486,1.4729925907687462,Iris-versicolor
+45,6.337863661516625,3.232148436096605,4.768324566324206,1.8319133601052082,Iris-virginica
+46,4.667268535381169,3.4709481112534086,1.3898345238824032,0.13846479405690926,Iris-setosa
+47,6.970574611787248,2.9001776385660385,5.014428979029326,1.3996826705303262,Iris-versicolor
+48,6.436251998978822,3.3179315707558628,4.892442085227189,2.0606883951015913,Iris-virginica
+49,5.772667628532567,2.5363079103043487,3.787760295876888,0.8336970029856977,Iris-versicolor
+50,4.930827227508837,3.2653838787200296,1.6028767553746817,0.2627888328366679,Iris-setosa
+51,4.917649193554666,3.3925075515458545,1.3763101741356918,0.2142297624987232,Iris-setosa
+52,4.33589133932658,2.773434401076444,1.338616117186458,0.08435296548638213,Iris-setosa
+53,5.641973129483004,3.6919140144622444,1.3209270786522147,0.1544931238100552,Iris-setosa
+54,5.124899912852216,3.856511384507802,1.4016716258834265,0.23293580354456656,Iris-setosa
+55,6.7491640939659145,2.499766807058459,5.07590443740999,1.5468749564404707,Iris-versicolor
+56,4.7189252786008975,3.5217008678846073,1.3461881859289424,0.24329221784426863,Iris-setosa
+57,6.280520162407516,3.1511977210253734,5.536603777240852,2.3609263513569894,Iris-virginica
+58,5.514626813338308,2.38033456612214,4.19578554360675,1.319381887536921,Iris-versicolor
+59,5.823307772100469,3.2491648083585116,4.3625065718992575,1.6298618807443968,Iris-versicolor
+60,6.80413479622121,3.5297515650777544,5.090878895041182,2.2278713798575946,Iris-virginica
+61,5.296601422153247,3.6463075621317573,5.103726481951543,1.9469142960044974,Iris-virginica
+62,6.2938015277049475,2.8352293218766835,5.0389339655831975,1.8678498909898307,Iris-virginica
+63,6.681669500919878,3.492377574738672,5.171914531159251,2.096831590515953,Iris-virginica
+64,6.888155551613529,3.0922761443799236,5.630471959805363,2.13330168249544,Iris-virginica
+65,6.343982322414277,3.0766669933182373,5.044601297106686,2.003590397144647,Iris-virginica
+66,6.0956916585161665,3.304677251695332,5.438517642774162,2.3332883301990113,Iris-virginica
+67,6.743405488653767,2.9140424506961233,5.058433961728997,1.8661601073592937,Iris-virginica
+68,5.628761660515197,2.7198390438621094,3.926149987834444,1.1098436066567987,Iris-versicolor
+69,6.675342691481642,3.19420107804476,5.515799517913466,2.137515723671707,Iris-virginica
+70,7.327711998437784,3.8261132916968856,6.017991925614455,2.197179153362577,Iris-virginica
+71,6.703770398905597,3.1676950875501504,5.325885887942368,1.8056099848740148,Iris-virginica
+72,5.24479833069948,3.343927869827181,1.515649080288963,0.3835639486765481,Iris-setosa
+73,6.033711094430472,2.692953585748734,3.825791908589684,1.1231835278255224,Iris-versicolor
+74,4.422760425867787,2.6973031485932917,1.225483320310531,0.19535864366721914,Iris-setosa
+75,7.144942108305345,3.041467096089281,5.549635567625836,2.177462648415494,Iris-virginica
+76,4.568598093928681,3.117880747409047,1.2398270684490575,0.18692915842830027,Iris-setosa
+77,4.578304020135521,3.1150025916260446,1.2726968854821195,0.22919550700280403,Iris-setosa
+78,6.183405454106516,2.453441012725076,3.9209563133349885,1.2109849341938195,Iris-versicolor
+79,6.266774651927224,2.6716541741621125,4.777176423579536,1.4328137563971082,Iris-versicolor
+80,7.0290667419896895,3.8996205042749246,5.730611771583823,2.6458357709908507,Iris-virginica
+81,5.781239651729642,2.948060382659636,5.350875943247837,1.79856351530387,Iris-virginica
+82,6.642531647508255,2.862246771818821,5.350246302083869,1.6429720339666716,Iris-virginica
+83,5.179371966786081,3.260101191021164,1.5475356399203253,0.3106574722699727,Iris-setosa
+84,6.657819731285867,2.477544669895531,4.753735248309149,1.116071056958214,Iris-versicolor
+85,4.971172514503059,3.761259093140198,1.525580695679418,0.2276884395371097,Iris-setosa
+86,5.1790038150590325,2.835277337386778,3.6133982591109772,1.0348398971849806,Iris-versicolor
+87,6.022660745611643,3.9701234382641664,1.4635556314428337,0.45067380444460536,Iris-setosa
+88,6.152467351746573,3.042060507520561,3.928115850774978,1.1201224737334412,Iris-versicolor
+89,4.8532795673047655,3.148593028734592,1.4090193143614724,0.3342467755669507,Iris-setosa
+90,6.815498728223828,2.8717341439394306,5.699886678335885,1.9007088784579373,Iris-virginica
+91,6.8505624649885375,3.462649738578573,6.105455249864221,2.4398303988604964,Iris-virginica
+92,6.560285383244317,2.630191494870825,4.231392322354332,1.4945344336116142,Iris-versicolor
+93,4.239579283506665,2.601830745170892,1.2607111550396464,0.20595807095966012,Iris-setosa
+94,5.214254392035361,3.8530141199499166,1.5413523860303195,0.245835791684288,Iris-setosa
+95,4.525765786609465,3.3347427094916307,1.196142931269117,0.1627778253640922,Iris-setosa
+96,6.498076775391337,3.2370337924003842,4.133934784093216,1.514381857838891,Iris-versicolor
+97,6.316709821089468,3.0475377817808655,4.743004588742407,1.4250316414526838,Iris-virginica
+98,4.7104837895389,2.972896461308306,1.5561230291944668,0.3166451663256893,Iris-setosa
+99,6.36822254073997,3.064545332274077,4.723209645602572,1.8588048479763688,Iris-virginica
+100,5.664023832520978,4.311143413659891,1.8536881822178135,0.2346681447039819,Iris-setosa
+101,6.816140675713641,2.942884888815791,5.3754948387249755,2.3624469478183596,Iris-virginica
+102,5.9855160825512055,3.295573951086806,1.693151850562492,0.30226221769717054,Iris-setosa
+103,4.868032194162798,3.191663058081762,1.5650394870727529,0.2461066213235636,Iris-setosa
+104,7.576640684142479,3.332767070761458,6.328672565559181,2.3615503914458493,Iris-virginica
+105,5.587177813512437,4.017517526329935,1.4720067004962978,0.2025710850201186,Iris-setosa
+106,4.917146412989751,3.310810060789419,1.5099051122828102,0.2713460707313083,Iris-setosa
+107,6.849972824096957,2.903201838611047,5.80431146858534,2.019642375325235,Iris-virginica
+108,6.24630295506523,2.8696401085884964,4.789253566205841,1.58822758055496,Iris-versicolor
+109,7.316852372789871,3.094949019672033,5.9522337609644165,1.722793109518105,Iris-virginica
+110,5.451625302415199,3.8275177535306426,1.726110876879267,0.31748359212914484,Iris-setosa
+111,4.676969433600825,2.3425965599709206,1.3034624229086689,0.04171442343576992,Iris-setosa
+112,5.340488811698503,3.084388167575795,4.199430274262642,1.3232474807458208,Iris-versicolor
+113,6.414478779938391,3.2176565655640044,4.982224625423332,1.6007833254770052,Iris-virginica
+114,6.169833440576707,2.987308385615502,3.709630971949341,1.1357603614229181,Iris-versicolor
+115,4.342141804165555,2.940356160344161,1.3927472443000763,0.1004993723581602,Iris-setosa
+116,5.57314941782151,2.90893692145163,3.669651248678247,1.3697528783152018,Iris-versicolor
+117,4.649721263471993,2.5295662841929007,4.068514003384351,1.2457274203225508,Iris-versicolor
+118,5.949324065995574,2.920021630414124,5.157389206141654,1.7605125329046474,Iris-virginica
+119,6.1818373312008505,2.8875669845167273,5.452907241485534,1.4902101911682595,Iris-virginica
diff --git a/iris/tvae/3/18/test.csv b/iris/tvae/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/18/train.csv b/iris/tvae/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/18/val.csv b/iris/tvae/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/19/synth.csv b/iris/tvae/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ffc49248b579f967a880578533bc7447192b35e
--- /dev/null
+++ b/iris/tvae/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.701001451085304,2.7927562159127097,4.611007105513709,1.3650016837116041,Iris-versicolor
+1,5.481090751756203,3.9999701881577585,1.5399549385891187,0.18359918327066274,Iris-setosa
+2,4.688002573572449,3.1128022952046335,1.5487847535614465,0.10940803408901145,Iris-setosa
+3,4.584280290393563,2.6396662877539523,1.4619328209944655,0.18872881295172553,Iris-setosa
+4,7.138442309186085,2.9318969416652645,5.364700402770482,1.9992978109633166,Iris-virginica
+5,6.136239409629523,2.4464416830545983,5.084928885127526,1.4954460836428065,Iris-virginica
+6,5.2053791878058355,3.9301472802725406,1.4364939721240446,0.349740591401849,Iris-setosa
+7,6.602120517616443,3.15453714836124,5.492542062348615,2.319363497211205,Iris-virginica
+8,4.756680427326252,2.7998369570008816,1.2708959911156632,0.11027665551904,Iris-setosa
+9,6.009928464697711,3.0217656358298393,4.35395710653869,1.5112830330642069,Iris-versicolor
+10,6.5286182678930516,2.960478047050558,5.57368329333521,1.7383726620203845,Iris-virginica
+11,5.803558271922722,3.100585940642451,5.357103303764844,1.663396331182338,Iris-virginica
+12,6.393568590526362,2.91459400611899,4.864298736091483,1.6463928948883242,Iris-virginica
+13,5.723591806836219,2.889893015859641,4.43704495979328,1.3812943739953436,Iris-versicolor
+14,7.287524363154467,3.1211793445737746,6.234479825608615,2.030966977147238,Iris-virginica
+15,4.416759369571389,3.5003342917957,1.2875407168789355,0.14840117260001778,Iris-setosa
+16,6.126372897696213,2.874045835070741,4.669223471673088,1.3434248573803813,Iris-versicolor
+17,6.529164281983334,3.327619784937094,5.65502952973175,2.1929990182764323,Iris-virginica
+18,4.973574000375322,3.612389457174074,1.4929499985200771,0.2210304912246071,Iris-setosa
+19,6.010830634995274,2.884451441564174,4.692004847523823,1.773133433026427,Iris-virginica
+20,5.693846320869194,2.9880642391288053,4.726431690432123,1.5398913170915973,Iris-versicolor
+21,5.9263779595309884,2.7545374982214543,4.535625014618767,1.7401888333002309,Iris-versicolor
+22,5.100007279394411,3.3003580480695573,1.5221990255600246,0.0499316309025532,Iris-setosa
+23,4.720791155584316,2.9938448034727396,1.284629138048492,0.15311699215390034,Iris-setosa
+24,7.509898423679295,3.1438197217095714,6.301799502741197,2.050252063431289,Iris-virginica
+25,4.844540681386943,3.930158570543997,1.4581065862223541,0.25303729478093695,Iris-setosa
+26,6.294234006450621,3.331392816755556,5.321622105928826,1.8457884729602825,Iris-virginica
+27,6.325789841734863,2.9895107919661963,5.417125829100924,1.6688222755497248,Iris-virginica
+28,6.002449715276859,2.9979825697918163,4.9572008376001,1.8918580902707676,Iris-virginica
+29,5.893168223857468,2.7777258881049094,4.552954417469947,1.98466009703432,Iris-virginica
+30,5.571744242713979,2.406603618544729,4.016071104958992,1.455030741046489,Iris-versicolor
+31,5.921629706540554,3.6837859520914864,1.4446964984270871,0.2179319654849448,Iris-setosa
+32,5.442008040055008,2.7505169471992037,3.442981727970487,1.129407621030264,Iris-versicolor
+33,6.833881899134644,2.933620717388708,4.3083888289655246,1.349099906503265,Iris-versicolor
+34,4.752714793227004,2.894715647949756,1.430268489622362,0.2880232989066758,Iris-setosa
+35,5.173737515034217,3.6485930043053143,1.5130796086415295,0.28832103682754984,Iris-setosa
+36,6.316389108050382,2.9578333557265815,4.6421550359305455,1.354330249502148,Iris-versicolor
+37,5.9329729622713625,2.982982877843935,4.321117510426817,1.2904466553598763,Iris-versicolor
+38,5.756602461735581,2.940136480308126,4.08162355694025,1.2593539013265576,Iris-versicolor
+39,6.665710503861285,2.8350103105576734,5.5888921596559165,2.3046407301766174,Iris-virginica
+40,7.182667453190383,2.8417625314541173,5.962520915851297,2.3125606596803823,Iris-virginica
+41,4.465068665926943,2.517336336908122,1.0365277834730615,0.10987302409228256,Iris-setosa
+42,6.933792199960911,2.9783745710520795,4.544464816925871,1.0868979056397374,Iris-versicolor
+43,6.803511775293551,2.8157893914797922,5.316322961481842,1.9069187686315985,Iris-virginica
+44,4.746155177726125,3.160782677497602,1.4548003329347543,0.25588190998793603,Iris-setosa
+45,6.106433031723735,3.3118040802778723,5.619074244082084,1.7414153798413894,Iris-virginica
+46,7.655616880737457,3.793840045487669,6.561352632762402,1.9875035254563373,Iris-virginica
+47,6.732398724823824,2.933976166948251,4.63229005667678,1.2989530023508447,Iris-versicolor
+48,6.532691238783925,3.0593341843258655,5.635637761414657,2.1030253704446706,Iris-virginica
+49,5.038154350091998,3.2818963459259645,1.494544692849219,0.27893288861212007,Iris-setosa
+50,6.5627728182553895,2.428295931859898,5.4257947424949196,1.8606687567399898,Iris-virginica
+51,6.579406410986263,2.69521649310283,4.3801140408882295,1.2022271405586362,Iris-versicolor
+52,5.943460656757775,3.2591087967402323,1.6269812115282605,2.0590796045871214,Iris-virginica
+53,6.5164728763060875,2.76463136823015,4.893416865684596,1.5235898529572727,Iris-versicolor
+54,4.868141394394651,3.685749293677138,1.5320792314882161,0.19943368074738443,Iris-setosa
+55,5.06868335693757,3.451886536427019,1.791041875683242,0.380351212865479,Iris-setosa
+56,4.67377797930965,3.4253229686702857,1.4274878290772772,0.13944957749703632,Iris-setosa
+57,6.261240251342441,2.2205070641839413,4.335015666836186,1.3792588016516671,Iris-versicolor
+58,6.4952629959744845,2.980096766000714,4.7036587586618515,1.4431521239132998,Iris-versicolor
+59,6.798496580532608,2.968087312710473,5.385666975591097,2.256529345066198,Iris-virginica
+60,6.729195400655618,2.772467575070745,5.311153662389979,1.6394833786447656,Iris-virginica
+61,4.836705218286473,3.09510878209612,1.5069109473358029,0.23608186020577485,Iris-setosa
+62,6.8658239997334505,3.086483085700211,5.568436048851317,1.6705765976167084,Iris-virginica
+63,4.832880600366035,2.9459621731278145,1.3870059021956318,0.25716463842018616,Iris-setosa
+64,6.372613442543666,2.641196915454292,4.1528415446530555,1.339206942271962,Iris-versicolor
+65,5.597648548347117,3.4579041522668126,5.06722309640688,2.010899830298888,Iris-virginica
+66,6.0345526678012265,3.0009104693732525,4.96403844316519,1.7840976025689927,Iris-virginica
+67,5.536894562002394,3.2133480961517193,4.496880112252713,1.470610246616088,Iris-virginica
+68,4.2037262452183395,3.75503953258706,0.9711907070401531,0.22374692749390462,Iris-setosa
+69,5.2670233442391705,2.6139389691693165,3.5650250546536415,1.1080358171563178,Iris-versicolor
+70,5.560057442788441,3.0434911754408556,4.445406907528666,1.1720791784276325,Iris-versicolor
+71,4.783043995551846,3.2729313303153598,1.3373409175272173,0.12314942886733021,Iris-setosa
+72,7.255574274921461,3.3500280588673705,6.043659043890228,2.123638586017479,Iris-virginica
+73,7.1707234969068026,3.1964009860513634,4.307918559820042,1.469875296038083,Iris-versicolor
+74,6.7456524649722205,3.117109499082378,4.941175639637129,1.5766374379844275,Iris-versicolor
+75,7.067199341734188,3.010304675541412,4.754745219195832,1.3787571720627059,Iris-versicolor
+76,6.104843448758903,2.913269224922965,4.554076591383653,1.7516886747996663,Iris-virginica
+77,5.076044025202545,3.2661607752384514,1.3982099128737382,0.3019805554590852,Iris-setosa
+78,6.492975738021614,2.3682503412868194,5.704965759751832,1.5546710509942088,Iris-virginica
+79,6.79257519070805,3.6340065738051583,5.857578964387266,2.2629402384888104,Iris-virginica
+80,5.598299652287309,2.5409140548952793,4.306994574177624,1.0817671736309782,Iris-versicolor
+81,5.900783227006121,3.168041165405006,5.3745263372217,1.6547128101913076,Iris-virginica
+82,6.709337025761087,2.9133832607884456,5.033624367899994,1.594223811522749,Iris-virginica
+83,6.377781276246185,3.4131785409310136,5.822417045896189,2.343598673969404,Iris-virginica
+84,5.3909067161637125,3.88048315641762,1.4186403863691108,0.3234178171119232,Iris-setosa
+85,5.458836676554897,3.7117269353209994,1.617373575823624,0.43501163259583225,Iris-setosa
+86,7.254899998563524,3.034056400713776,5.509090178233571,1.9063728219629932,Iris-virginica
+87,5.769176619807105,3.169318517680769,4.580476770094181,1.7840346896332338,Iris-versicolor
+88,4.998687546207399,3.4125247532234173,1.7021536806145046,0.3559927995267437,Iris-setosa
+89,5.181485046822265,3.704084762784212,1.5720518429886168,0.3493798236558584,Iris-setosa
+90,5.101722260800509,3.2993923659466664,1.5692412255701798,0.22098499399707164,Iris-setosa
+91,6.721661596687182,2.8989493916566125,5.557362094218345,2.0048532743012513,Iris-virginica
+92,5.983182913250327,3.038571616020227,4.443663508345586,1.1887301453801948,Iris-versicolor
+93,5.974965407935054,4.184450767873365,1.2514705161820912,0.16766397872574024,Iris-setosa
+94,5.969215802355798,3.191266095733101,4.4911908794325,1.5429160503456982,Iris-virginica
+95,6.614899105506221,2.8814381431696185,4.60402838626437,1.3431594761779557,Iris-versicolor
+96,6.010623462094974,2.879228511621375,5.1946024114063105,1.9218899663389835,Iris-virginica
+97,4.750902640470152,2.7824904228250698,1.427027167042728,0.18025916313003626,Iris-setosa
+98,5.092591578521003,2.4898902399738767,2.7293588042433155,0.8772193426320664,Iris-versicolor
+99,5.574692765704762,2.5981790836519503,4.465262124914344,2.0201045776505215,Iris-virginica
+100,5.819145151091917,3.218081301886073,5.0512230199238894,1.9166665589149097,Iris-virginica
+101,4.5263720492338635,2.8934645252723374,1.274994938989259,0.11819796081860329,Iris-setosa
+102,5.411272598161104,2.7806955110929925,4.1760758067026735,1.231635709153857,Iris-versicolor
+103,5.46422556676015,2.7929280788058306,4.287855716216515,1.3411195112879915,Iris-versicolor
+104,5.3615270037509,4.012224049462098,1.4380945465030959,0.2922399865699345,Iris-setosa
+105,6.910955803931536,3.160586853639466,5.699813324960538,2.0338758661826337,Iris-virginica
+106,6.162555565849699,2.5502086311628127,4.276922569029022,0.9571070665413934,Iris-versicolor
+107,4.877602437287372,3.3084793374524937,1.7235885654057683,0.3825720233358763,Iris-setosa
+108,6.219634627653273,2.856986199892821,5.025161633151543,1.6072428369818492,Iris-virginica
+109,5.727414246596527,2.894991942578479,5.504093982583375,1.390362334632007,Iris-virginica
+110,6.735761616878975,3.161046561515772,5.981313718252162,2.1538140827161096,Iris-virginica
+111,5.443790989011284,3.6082072101761566,1.492123094219667,0.20644963345807504,Iris-setosa
+112,5.675739293398818,3.102092998251456,1.510908648905731,1.9466304144681699,Iris-virginica
+113,4.9463463814489215,4.091914617228258,1.3500807977015699,0.09936366977181457,Iris-setosa
+114,6.5422858123320236,3.369590630921783,5.623520210801233,2.5648495547054644,Iris-virginica
+115,4.637699104494416,3.236305985418448,1.3330101395723042,0.27213203544404857,Iris-setosa
+116,6.710435262992736,2.9912457076205894,4.848387318858929,1.8604010359675245,Iris-virginica
+117,6.195933676175041,2.6755349134526254,4.719883639264974,1.8859135509120057,Iris-virginica
+118,5.254648116608564,3.5799290502023204,1.4664769263706758,0.13813739494643007,Iris-setosa
+119,6.687168410964532,3.349325472173766,5.492202888005859,2.305021740271023,Iris-virginica
diff --git a/iris/tvae/3/19/test.csv b/iris/tvae/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/19/train.csv b/iris/tvae/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/19/val.csv b/iris/tvae/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/2/synth.csv b/iris/tvae/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f06df03fd576ff91a81be0aa79ec6f66245a8efd
--- /dev/null
+++ b/iris/tvae/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.313963328838333,2.700518516604562,3.432831403249809,1.3067076044466646,Iris-versicolor
+1,5.850549885380624,3.0771581956680336,4.423781624918034,1.5459905359236257,Iris-virginica
+2,4.749822886063304,3.47111188870018,1.558394100804012,0.29728364537581675,Iris-setosa
+3,6.72090564294962,3.162270951680537,5.279878178762302,2.0453934976033046,Iris-virginica
+4,4.454249767160582,3.0527007782289077,1.3996724097855378,0.24544558323871035,Iris-setosa
+5,4.551901413675699,3.05238620051039,1.440935900750619,0.20702912119986114,Iris-setosa
+6,7.093982508698567,3.157463737195781,5.574132191518853,2.188286271342102,Iris-virginica
+7,6.785474783739434,2.9837297389118707,5.939442601282532,2.330049762506539,Iris-virginica
+8,5.870510512297261,3.176381554500289,4.581564470255685,1.3647066555826983,Iris-versicolor
+9,5.80170910054202,2.7382091187176014,4.721353060466173,1.5535305268210586,Iris-virginica
+10,6.070141050258932,3.0686915130157417,4.675868107893649,1.7422962640390784,Iris-versicolor
+11,5.449561945833196,3.7345090741232903,1.2700553934720626,0.15158495812168804,Iris-setosa
+12,7.3327218488951456,2.7226350720375008,6.11646411200693,1.9202850432390137,Iris-virginica
+13,6.000890200592587,3.182588470716441,5.055460700065128,1.8982172779192663,Iris-virginica
+14,5.442235950032162,3.789084438704811,1.2601976258189902,0.35447405682884336,Iris-setosa
+15,6.615377921285003,3.6420733328709924,5.509408488618361,2.2938359937724493,Iris-virginica
+16,5.0003071859507875,3.520547907275763,1.483675559385837,0.19542204373472621,Iris-setosa
+17,5.109419270234105,3.9306030973502644,1.469981667337802,0.22921556573848464,Iris-setosa
+18,5.166358385369773,4.048273753853242,1.6630840353252359,0.4596861640200305,Iris-setosa
+19,6.150786048604056,2.994831557068551,4.6899275062385115,1.6017249772880633,Iris-versicolor
+20,6.02824189688233,2.793788049152365,4.909254635700331,1.8616038917037305,Iris-virginica
+21,6.7207361306608755,3.0344574340893,5.630171235185525,2.0818455071854896,Iris-virginica
+22,4.8746860469832765,3.479115261066363,1.3526120089668248,0.24454427827557695,Iris-setosa
+23,5.305188621264656,2.138697902291452,3.7467301227965084,1.117927441509207,Iris-versicolor
+24,6.695537025317764,3.8482926496565026,5.549446874375704,2.01789451572129,Iris-virginica
+25,5.075459414743579,3.666615694874867,1.2333159012744253,0.19938971986783033,Iris-setosa
+26,5.716204053417882,3.118018006293691,4.569387968251918,1.758738094036932,Iris-versicolor
+27,6.287054396360624,3.0487493686108627,4.494415185585716,1.4019877096591415,Iris-versicolor
+28,4.451579266995058,3.762628841621505,1.3937321522617325,0.12383941976160223,Iris-setosa
+29,7.053287788330347,3.351370286580941,5.15483076142966,2.368632936943295,Iris-virginica
+30,4.367356260851414,3.1494514005738687,1.2673279046768566,0.27031611458982235,Iris-setosa
+31,7.258826086797819,3.0103618604966633,4.598133321254369,1.5476803000626482,Iris-versicolor
+32,4.911671023782991,3.2177803848445663,1.4567676585268008,0.4175655010518068,Iris-setosa
+33,6.935095899146824,3.2023071592600343,5.531919005698065,2.5100163917930476,Iris-virginica
+34,5.589043494021577,2.9303077966504762,1.275883487302397,1.7609393091218075,Iris-setosa
+35,5.473406995797046,2.4116648233148976,3.948536900858943,1.3695740632958995,Iris-versicolor
+36,5.350826040898299,4.364904941064091,1.5234029998814114,0.21049212312046064,Iris-setosa
+37,4.923080196156771,3.5703700105304903,1.6638950392047662,0.2858220197118925,Iris-setosa
+38,5.139656865281819,2.715806643468112,4.193845244604887,1.248831093011078,Iris-versicolor
+39,4.995618322916223,3.140541135010693,1.3518067017748807,0.24243232662708564,Iris-setosa
+40,5.306725326103684,2.6020632314791197,4.172394606574947,1.1061579101441783,Iris-versicolor
+41,6.410030465864469,3.362025717892477,4.974178597067679,2.366400161756304,Iris-virginica
+42,6.271988255222385,3.143914115520509,4.917280512927967,2.21030681165713,Iris-virginica
+43,5.873466514714856,2.626426984715908,4.604798544864662,1.4545347416537606,Iris-versicolor
+44,7.035904377275401,2.982661298431374,5.691240714990946,1.979958307858134,Iris-virginica
+45,6.036809328856659,3.188116871969124,5.160888113383828,1.7698516931027628,Iris-virginica
+46,5.684533359578553,2.8833046670644444,4.085268736817556,1.090479407419192,Iris-versicolor
+47,4.405976815566511,3.0073055636738313,1.1822667047253306,0.11715741117539144,Iris-setosa
+48,6.679574534246389,3.671154275022987,5.508298397589767,2.2034371876737753,Iris-virginica
+49,5.708104027975594,2.6184480893358284,3.8353439840916272,0.8920524396124646,Iris-versicolor
+50,6.8073333174752335,3.5146215389065265,5.729753842826505,2.5119544612294002,Iris-virginica
+51,4.965550187528,3.3325664256181473,1.2775169812580558,0.14041237300219173,Iris-setosa
+52,6.56713541241533,2.5758184577578462,5.064831279851921,1.5340173715533236,Iris-versicolor
+53,5.595704202139831,2.9230238245853197,4.533057581397151,1.6430541771425937,Iris-virginica
+54,6.030324777777696,3.0387584834756374,4.637538477363363,1.8012353469114792,Iris-versicolor
+55,5.419685747316327,3.2777245502670134,1.7005729705383679,0.41541972366412094,Iris-setosa
+56,4.87252096228234,3.9440193605027645,1.1880702047338683,0.2327478381210461,Iris-setosa
+57,6.5987850788228455,2.896421305249898,4.822353053389999,1.45510485830298,Iris-versicolor
+58,6.331218046894745,2.9803728831600305,5.12244869089613,1.8368861733791269,Iris-virginica
+59,6.868711943702458,3.242206845582072,5.887160568308512,2.0431312269641033,Iris-virginica
+60,6.290101507301712,3.181821385081224,5.426112785340906,2.1036700384580134,Iris-virginica
+61,6.107035008398725,3.07737776223139,4.647340309971966,1.2719382315519472,Iris-versicolor
+62,5.83193328737335,2.8271303083192176,4.711724014917794,1.70290475569964,Iris-virginica
+63,5.003208249093526,3.9250559019319695,1.3576454596828458,0.2338637998850238,Iris-setosa
+64,6.246661739685319,3.1229586434776224,4.273419770550445,1.3513123763007195,Iris-versicolor
+65,4.647718322684255,3.162708241075332,1.4513630445499084,0.12268234329879016,Iris-setosa
+66,7.094011708741251,2.7419618338853473,5.729221107182401,1.8048089054009266,Iris-virginica
+67,6.406265698516851,3.1136338131310897,5.46057676165443,2.2742535121827,Iris-virginica
+68,5.359624892730216,2.460987874117265,4.105625768008934,1.1627325764288439,Iris-versicolor
+69,7.309313038717967,3.044068725531219,4.6547461315110095,1.4518324462903498,Iris-versicolor
+70,4.825178737720618,3.6342032239091075,1.5970948184707345,0.31409079217014807,Iris-setosa
+71,4.701970683433399,3.441986265955225,1.2309353738210311,0.17255116467719717,Iris-setosa
+72,6.994487744446809,2.82035041146219,4.713210383881461,1.5829268827881136,Iris-versicolor
+73,4.462283181715169,2.6326257984869774,1.3860441845861637,0.24096993878947812,Iris-setosa
+74,6.183073318051785,2.8963522426392463,4.736073957144074,1.6745219310791382,Iris-versicolor
+75,6.0290091566110835,3.156725276098419,4.18951671527591,1.2645689055388254,Iris-versicolor
+76,4.65567142253334,3.4598385462086005,1.513964896306264,0.17110124479896777,Iris-setosa
+77,5.585260798111235,2.9738500388893576,4.349535068537177,1.318486314947828,Iris-versicolor
+78,6.662367853760372,3.4299018632872933,5.60260568946261,2.5730092646174225,Iris-virginica
+79,5.381174153784207,2.782111924136583,4.550661835119954,1.8072196466686175,Iris-virginica
+80,5.599617915117344,2.5999957479643823,4.45903292802584,1.6093427677615302,Iris-versicolor
+81,5.787206766885038,2.905676781001192,5.169893456417945,1.5964424423176715,Iris-versicolor
+82,4.530961099974718,2.891963332195307,1.3879371022670726,0.10454628137347916,Iris-setosa
+83,5.499864984294034,4.115134725973435,1.1548859349921157,0.21189552351830787,Iris-setosa
+84,6.191385536169472,2.9937385555223712,5.184044748210293,1.7148132452281009,Iris-virginica
+85,5.450027500216761,2.65296651685545,4.349749963582216,0.9662842826204606,Iris-versicolor
+86,5.054385516839589,3.1836620880881403,1.6144375041957773,0.25145251457992074,Iris-setosa
+87,5.109087293933468,3.554351094318616,1.6132310544393522,0.2800411448065446,Iris-setosa
+88,4.815966301275186,3.320546187847506,1.4382774913951715,0.20897835184391977,Iris-setosa
+89,6.707650765585401,2.883969732445984,5.885993378677965,1.9689208329704844,Iris-virginica
+90,4.828480831208018,3.078845563420234,1.5641336516531839,0.34095699158806053,Iris-setosa
+91,5.141538716136242,3.6974114075411033,1.3512925075825992,0.25935540262877244,Iris-setosa
+92,6.776103795831066,3.0593225781578615,5.38528403033445,2.1426568315595405,Iris-virginica
+93,4.887434904042626,2.667951418563707,1.3512388281543597,0.25850078934960335,Iris-setosa
+94,5.870585785811553,2.919690908105077,4.720837941057414,1.3969872014580011,Iris-versicolor
+95,5.385216277426577,3.5417650493165387,5.237557259586724,2.0381334469037165,Iris-virginica
+96,4.733605979347018,3.424294824793034,1.496808247345524,0.12517827846208254,Iris-setosa
+97,4.700484328538938,3.442859638670552,1.485552829132408,0.1416124141115943,Iris-setosa
+98,6.74477203145762,3.0510822114736302,5.068095824128252,1.526154259149608,Iris-virginica
+99,4.710289994750697,3.837265149610594,1.2685627786985405,0.1383359621714233,Iris-setosa
+100,5.581297063532717,3.6905070928145873,1.505721189334763,0.2679586760729479,Iris-setosa
+101,4.821379235430625,3.819423080645965,1.3109381835119378,0.12320443427372615,Iris-setosa
+102,4.660747362210109,3.1579939322386106,1.5309531658815643,0.29711188481860845,Iris-setosa
+103,6.621494247920037,2.7680012041095394,5.292760119018679,1.4495844071821122,Iris-virginica
+104,5.035587562773273,3.9397487270473803,1.448285072637567,0.27694916813917747,Iris-setosa
+105,7.125484431659626,2.9912319886649468,5.370719398250895,2.092602517095166,Iris-virginica
+106,6.93656386823943,3.150191327172724,5.4390414502768,1.7810533839477993,Iris-virginica
+107,6.256693757405263,2.902742679914646,4.837103846048178,1.120792960444167,Iris-versicolor
+108,4.78137506306821,3.6964418076456385,1.3982516911581626,0.2489712913285659,Iris-setosa
+109,5.743453710479681,2.8878777954109607,4.1369288632395635,1.2480938549241853,Iris-versicolor
+110,6.254078666430165,2.839236019779376,4.5122492921410995,1.2509460140485371,Iris-versicolor
+111,6.5989837351729115,3.2078357133394446,5.615496065577824,2.2735437470329516,Iris-virginica
+112,6.562125343925838,3.0278596108947093,6.011630994752004,1.9548724819497643,Iris-virginica
+113,5.637034192303079,2.6062156623674992,3.943509709850026,1.017278913149737,Iris-versicolor
+114,5.179837897509084,2.5139282869118404,3.9343169031698917,1.1100000420777643,Iris-versicolor
+115,6.153797091547822,3.222828179564084,5.0451144555653675,2.2451951412934052,Iris-virginica
+116,6.263503538067631,2.494739998311566,4.1520590506858275,1.0277749263841027,Iris-versicolor
+117,6.493461083108918,3.1944318945038095,5.633102640177922,1.6590936685969175,Iris-virginica
+118,6.80146203188969,2.601214466810769,4.126825511205144,1.3500782991251277,Iris-versicolor
+119,5.704960790927626,2.671101279347661,4.435301226436012,1.2919724231157703,Iris-versicolor
diff --git a/iris/tvae/3/2/test.csv b/iris/tvae/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/2/train.csv b/iris/tvae/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/2/val.csv b/iris/tvae/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/20/synth.csv b/iris/tvae/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03491a60b50f1e70310694de9d2d57b376f8df9a
--- /dev/null
+++ b/iris/tvae/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.751187900741118,3.0883866919300793,1.3333931094190765,0.20098661469591678,Iris-setosa
+1,4.779674189044055,3.4288963240622388,1.4371376595426624,0.22963825206458816,Iris-setosa
+2,7.0628898635369834,3.348652020319928,4.409041284894427,1.4775055595558981,Iris-versicolor
+3,5.892293815772075,2.655025520612983,4.385540416969426,1.1108588339115317,Iris-versicolor
+4,4.397473984296219,3.396612027008845,1.3458829968725816,0.27190406408853246,Iris-setosa
+5,6.901744470134979,2.961020755500877,5.44156664371507,2.0078358558966296,Iris-virginica
+6,6.993311948722732,3.089738996982316,5.010654394779599,1.457205969597159,Iris-virginica
+7,6.485993564248991,2.9311302701961828,4.5189802778853005,1.185935173135998,Iris-versicolor
+8,6.630377281696719,3.1349015445547836,5.199607729690123,1.8357165544491383,Iris-virginica
+9,4.534674141351516,3.3385035009514197,1.5639006669804545,0.24440792253074067,Iris-setosa
+10,7.172475694048577,3.02073349418915,6.222207333039895,2.0435498347744363,Iris-virginica
+11,6.590588528020561,2.7547118054880033,5.780597742435107,1.7586331485893627,Iris-virginica
+12,6.386846580015636,2.8252393866818775,5.709412996749875,2.2286705860592404,Iris-virginica
+13,4.436815899417872,2.6972351631014884,1.3344333996454198,0.23826181315324219,Iris-setosa
+14,4.500791753734829,3.212435290586533,1.3477681075721277,0.19630770733816882,Iris-setosa
+15,5.7088833835564765,2.8106199440155604,4.0711184373407425,1.419261972635203,Iris-versicolor
+16,6.497747293756966,3.1868592671812603,5.091800458751221,2.1552741177940615,Iris-virginica
+17,7.814166539378656,3.2293943924567334,6.181036697228299,1.835831217330702,Iris-virginica
+18,7.323172373114363,3.341157263889061,6.182025060459393,2.1524752295273606,Iris-virginica
+19,6.48999415389038,2.9990695078756286,5.089289398539564,2.125578500292197,Iris-virginica
+20,6.631761715419128,3.0719972136901315,5.465833945738662,1.938564105173753,Iris-virginica
+21,5.014363912748166,4.016561751784362,1.5384143783957438,0.31113960809357083,Iris-setosa
+22,7.2356590360401665,3.385294539777388,5.222074773275428,1.8500332336029668,Iris-virginica
+23,5.273564644149545,3.64098546291989,1.5503357118705823,0.2705227037957737,Iris-setosa
+24,6.693699596995405,3.068103234376902,5.771930936171643,2.1309373066045647,Iris-virginica
+25,4.940083064467657,3.7286648693770097,1.2755286253290044,0.2960470572004152,Iris-setosa
+26,6.378381595687576,3.38366051473494,5.208816970038812,1.908388029363203,Iris-virginica
+27,4.770786522015446,2.914083521935392,1.5529830227265564,0.24340410754803607,Iris-setosa
+28,6.048421479420502,3.2413828246971286,4.824883267923714,1.712299610896892,Iris-virginica
+29,6.321906057231133,3.042947940312796,5.183476784888029,1.8899621741356163,Iris-versicolor
+30,4.8297604749510095,3.4777424636453964,1.5052079892449486,0.23306764013635736,Iris-setosa
+31,4.39584570638495,3.018326574106142,1.6283515136939972,0.1950305496644659,Iris-setosa
+32,6.379182674324649,2.467550283010855,3.865927025665774,1.156896867810484,Iris-versicolor
+33,6.795897669629781,3.150733958485646,5.148560677390391,1.970206249201512,Iris-virginica
+34,4.354366556766433,3.3006422468708143,1.3418881808745002,0.14787874277239035,Iris-setosa
+35,4.514241284853398,2.8494506392361143,1.272392233188587,0.1536302348046572,Iris-setosa
+36,4.862570935222227,3.8641199538065454,1.2244907163966279,0.19310921184028196,Iris-setosa
+37,5.52710315674036,2.655546116370368,4.825160067613231,1.8299101791939996,Iris-virginica
+38,5.6695751097791645,3.0359413981509684,4.371725551986049,1.3326253244607393,Iris-versicolor
+39,6.432157664371895,3.157446705260532,4.023889568555991,1.0925556665401595,Iris-versicolor
+40,6.505680583103686,3.569096697696865,5.680641845780496,2.391262532535918,Iris-virginica
+41,6.660497839207284,2.7621264064856668,5.459264396755275,1.6624646001760768,Iris-virginica
+42,4.112442143734687,2.626210808583087,1.192090039630078,0.16016917029712324,Iris-setosa
+43,4.842507314787631,3.253964157369264,1.4299587676060972,0.17415908064575722,Iris-setosa
+44,6.486810211664732,2.8665421172959684,5.131052595293596,1.682076769292906,Iris-virginica
+45,6.787484102143006,2.8719753951114075,4.7292001185754,1.683788917836767,Iris-versicolor
+46,5.902473686294355,2.8238834022049586,4.1172085531213005,1.3430146907837275,Iris-versicolor
+47,6.541462386777171,2.587843137447139,5.1763641198814,2.105571950759794,Iris-virginica
+48,5.625049260277142,3.2554565316955433,4.193230438549266,1.3467614143612483,Iris-versicolor
+49,5.047145096873064,3.2488690459607814,1.431879873018642,0.2996191991740405,Iris-setosa
+50,6.505869281652331,3.2684519704228934,4.8863584851268325,1.9062568919434204,Iris-virginica
+51,5.592663715964177,2.7275541850261904,5.0633490416980464,1.732642547007746,Iris-virginica
+52,5.3759563836393784,3.0911696947372356,3.986277808123419,0.9944589070019697,Iris-versicolor
+53,5.6729387424359645,3.0338135076687616,5.270858691994783,1.575568555970317,Iris-versicolor
+54,5.368250155023502,4.005954288391617,1.3920637109410177,0.3557471081650427,Iris-setosa
+55,6.353050520298643,3.1385848171740496,4.617303844431272,1.3052645979304158,Iris-versicolor
+56,6.694470563122708,3.0621628121344853,5.3095812700261895,1.9506161799635304,Iris-virginica
+57,6.135313818151378,3.1492151370642425,4.681566294972522,1.6748498757183614,Iris-versicolor
+58,6.593209059463671,3.8830294933060294,5.624240208514868,1.8797810113297928,Iris-virginica
+59,6.132580182087222,2.9505251732908437,5.171686639319901,2.106794301673775,Iris-virginica
+60,5.355715294029027,4.348369064214399,1.3065031198126396,0.21732805717036244,Iris-setosa
+61,6.866970452956734,3.045744056824361,6.075376772056039,1.7724707284585712,Iris-virginica
+62,6.35216231309932,3.4466730675080717,5.619360059896324,2.2304388018275993,Iris-virginica
+63,5.024690362508258,3.1928295449483106,1.6273836138788624,0.3636001475658612,Iris-setosa
+64,7.032853829854332,2.9083714555764515,6.03097722313328,1.823395790529096,Iris-virginica
+65,5.76396882605061,2.9130704749181673,4.4883287879026135,1.308740088233326,Iris-versicolor
+66,6.071797284473268,2.926349137598396,1.4994063355914296,0.21702965338960012,Iris-setosa
+67,6.6994982991635315,2.740027528704595,5.889132767959823,2.0173301171153977,Iris-virginica
+68,5.77013385838005,3.064661359212717,4.8205907864561865,1.1387902214258747,Iris-versicolor
+69,6.248514975644311,3.043503511742365,4.4876322808757685,1.3696972822598268,Iris-versicolor
+70,6.6629352971238145,2.745368803053714,4.769017143064109,1.6412961524380658,Iris-virginica
+71,5.186988570331203,3.527234769388601,1.5856835234710094,0.23466618408318413,Iris-setosa
+72,5.556152822176523,3.069087902433249,4.668942105565487,1.6413467389113776,Iris-versicolor
+73,7.083179721628092,3.097868150999797,6.135330213912017,2.3471970563044646,Iris-virginica
+74,5.284457714549008,3.5920516805978417,5.674022502311323,2.0314577281806514,Iris-virginica
+75,6.313361740618227,2.9092185201525287,4.881886818509026,1.4547774069089139,Iris-versicolor
+76,6.734872431678359,2.4925674833970977,5.489529007550115,1.4361658872668102,Iris-virginica
+77,5.934932957831659,3.043566470461547,1.5998011775436107,0.3258428048077693,Iris-setosa
+78,4.767087696593719,2.8162571519576156,1.3985859130521106,0.16883552604956037,Iris-setosa
+79,6.261588098909554,3.1029695892862788,5.194826839081752,2.145923738070572,Iris-virginica
+80,6.151690575654858,2.979646328404512,5.333986818994576,2.056004441242824,Iris-virginica
+81,6.316571132760377,3.0565484614274285,4.534350557600407,1.2829907831966691,Iris-versicolor
+82,7.13332684199534,2.9877802423632773,6.167256125330346,2.0878984051660083,Iris-virginica
+83,6.450189992299462,2.8493094809085306,3.9872777911013664,1.2703834845973025,Iris-versicolor
+84,4.549929623671654,2.678779854891851,1.329034636002623,0.15046771936524667,Iris-setosa
+85,5.913846872208211,3.8453605683933683,1.6743116208862683,0.2647161369090464,Iris-setosa
+86,6.519534025842145,3.0689319461134943,5.123971142690873,1.8527226819113143,Iris-virginica
+87,5.064593583953947,3.7264720234402886,1.5808702612993684,0.17071328418999748,Iris-setosa
+88,6.684461829486738,3.3333506792482397,5.580885053171043,2.24349298773617,Iris-virginica
+89,6.033212226906129,2.9128605949479676,4.813095693912079,1.4787528966272394,Iris-versicolor
+90,6.609882127786825,2.8273348836505128,4.985685581212389,2.014099754901515,Iris-virginica
+91,5.468082104208729,3.8084421336266367,1.4494516570997236,0.41672898353811505,Iris-setosa
+92,4.848035960912323,3.6397686459380605,1.478061766799338,0.32634124233542433,Iris-setosa
+93,5.709794532502785,3.040131288605245,4.909722616258796,1.726406496913297,Iris-virginica
+94,4.820190753492464,3.2001768829084014,1.480605130522686,0.29639661338991374,Iris-setosa
+95,6.159789648568357,3.0365278685961976,5.27124304542247,2.033693304619442,Iris-virginica
+96,5.77671066871491,2.7858005266379533,4.174967235672642,1.1587819966917765,Iris-versicolor
+97,5.349959959828414,4.404266148335903,1.235093274289303,0.1740512573286857,Iris-setosa
+98,6.081728845449892,3.348063355004155,5.564566029776335,2.1220229190937037,Iris-virginica
+99,6.754658862531369,3.470584802470939,5.019909182539372,2.228806029772903,Iris-virginica
+100,5.265713065722514,3.2283660048010785,1.688151393556715,0.1905410153021897,Iris-setosa
+101,6.577115781503448,3.1149411910279667,5.109904115921595,1.9323578642029546,Iris-virginica
+102,6.183813404568913,2.947133520504888,5.062609796849468,1.7837764736735233,Iris-virginica
+103,4.639372267144852,2.8441313086356637,1.5102753956882664,0.19239122854817337,Iris-setosa
+104,6.330243606159732,2.934071362886818,5.371135834342265,1.7226225205833323,Iris-virginica
+105,6.14226477246755,2.8028671555748375,5.466277256749943,2.050274505781528,Iris-virginica
+106,6.196697824301343,2.8421510501225367,3.5435906312389296,1.1080369121637923,Iris-versicolor
+107,5.934777077782203,2.9597878722028814,4.600574251659237,1.5176086320268483,Iris-versicolor
+108,4.641843019432915,2.878208589248626,1.4854212981749206,0.24585557368631503,Iris-setosa
+109,6.0858770123607435,3.077718026782672,5.0488041456998936,1.9432963727886947,Iris-virginica
+110,5.000943510187677,3.485912820203169,1.2741213280632622,0.06527871203168759,Iris-setosa
+111,4.499771202235223,2.9725471359379667,1.5554865878702824,0.24154132133145992,Iris-setosa
+112,4.2016631159814954,2.9331785012561893,1.2409531627196044,0.20682327893656804,Iris-setosa
+113,5.878439978393206,2.9601526287407087,4.601698339390587,1.551201034683694,Iris-versicolor
+114,6.8537225272072435,2.857260957819406,5.047421180392492,1.8203275281878593,Iris-virginica
+115,5.534767078951934,2.96681491887213,3.9606850942013128,1.1609869627728555,Iris-versicolor
+116,5.637921865860237,3.7198855882670117,1.7211483891471324,0.41111111176318804,Iris-setosa
+117,6.378154427799982,3.0737318685546056,4.8475468428781445,1.7515505240685656,Iris-virginica
+118,5.928025651703669,2.7520001056739978,4.084265076129064,1.0510564968045717,Iris-versicolor
+119,6.4678283038881155,3.0155641645391675,4.918840921042522,1.6461325219945557,Iris-virginica
diff --git a/iris/tvae/3/20/test.csv b/iris/tvae/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/20/train.csv b/iris/tvae/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/20/val.csv b/iris/tvae/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/21/synth.csv b/iris/tvae/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a4a2168a12b9b787d049b2668170b2a80ad37a4
--- /dev/null
+++ b/iris/tvae/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.747837423413401,2.8415725224514703,4.854131632231986,1.2994156078335077,Iris-versicolor
+1,4.889447836515113,3.3484529525446605,1.5486878215573048,0.38547172364309507,Iris-setosa
+2,6.360131781830163,2.7116338871456747,4.946982616481529,1.7199534565983123,Iris-virginica
+3,6.126905646526199,2.9987272930469726,5.08372878987066,1.6159514562932762,Iris-virginica
+4,6.258220630860831,2.8855675185670084,4.935519064592527,1.848291837416991,Iris-virginica
+5,5.9184310847928465,2.7076333784922646,4.470186514225605,1.5040615586665724,Iris-versicolor
+6,6.424570111404954,2.8380346353647194,5.520948065238461,1.978214157484505,Iris-virginica
+7,4.7434330692787725,3.089985420822275,1.5878872145268,0.08924377467049896,Iris-setosa
+8,7.115542086407017,2.958221872751774,4.478022453587349,1.2348272365028106,Iris-versicolor
+9,7.04064879132116,3.340006027150163,6.265665981536867,2.3024909870444787,Iris-virginica
+10,7.255928756443451,3.066074916623155,6.454578815062986,2.125829834773316,Iris-virginica
+11,6.336145449270157,3.1165583527944984,4.887555824067071,2.0795293733701907,Iris-virginica
+12,4.726890779602262,2.406539069510569,1.3243088096225146,0.10239792145464846,Iris-setosa
+13,4.861160291538019,3.7881149130574374,1.4651548050174095,0.1965626896284381,Iris-setosa
+14,6.218937717170078,3.4456991229989113,1.4325883143153186,2.0005363367405655,Iris-virginica
+15,5.42711101856072,2.639528925428139,4.173188754184184,1.2667839639955882,Iris-versicolor
+16,6.675956610699358,3.349611795233014,5.535198390396159,2.195080055015146,Iris-virginica
+17,5.684742717540853,2.705792349899347,3.853908084201759,1.1531015612316282,Iris-versicolor
+18,6.111007711506513,3.2932646324874333,5.436379548604665,2.279723272248839,Iris-virginica
+19,6.460622233301089,2.880375882840958,5.030388510534131,1.377047072137255,Iris-virginica
+20,5.788137174069719,2.771760968492646,4.379315009233446,1.5890297942796887,Iris-versicolor
+21,6.882917452112402,3.117457388631544,5.816565349759804,2.063314749786054,Iris-virginica
+22,4.622743212002247,2.969949408881404,1.398374531429603,0.20813888127934413,Iris-setosa
+23,5.907311270271162,3.162791378927012,5.141944223358267,2.1160454335582153,Iris-virginica
+24,6.489395869010561,3.194931348668012,4.741362293824454,1.3825476220939004,Iris-versicolor
+25,4.81259882049293,3.4936333262279335,1.2100455676300697,0.18882314835838138,Iris-setosa
+26,5.223115000366921,4.03596393928378,1.2852726728735466,0.3154480218814193,Iris-setosa
+27,6.534187025441662,3.007141429739782,4.959397130058233,2.0836481950292693,Iris-virginica
+28,4.80675817084881,4.248356001285342,1.18397220452899,0.15403924806734023,Iris-setosa
+29,5.625105989260423,2.6911119848372183,4.09767263564992,1.3921272325496832,Iris-versicolor
+30,7.366616878816059,2.9790121905580036,6.211003402719549,2.4389982442529137,Iris-virginica
+31,6.5120370747110226,3.1827347210140666,4.829503845294033,1.8114174096955338,Iris-virginica
+32,4.862176866500267,3.5897253839515817,1.6962673675889397,0.20062617549923148,Iris-setosa
+33,6.124444188215148,3.4124312797670013,5.000589826366389,1.6355909555501182,Iris-virginica
+34,5.943220183730984,2.7574159858222225,4.086118442748332,1.055278908650091,Iris-versicolor
+35,4.581710420892032,3.069662580923883,1.3194352339012743,0.2132884352347228,Iris-setosa
+36,6.609271616291609,3.2485078420621067,5.2473759810340015,1.8861585010378228,Iris-virginica
+37,6.666698100049979,2.7613851464650487,5.278453070601352,1.8012996267162897,Iris-virginica
+38,6.372670152020432,3.29522515649545,4.464202055209831,1.5175569268620435,Iris-versicolor
+39,5.546574086877858,3.420706770906196,5.488978246466791,2.184362710753015,Iris-virginica
+40,5.746534877394875,2.23209659244048,3.658296294492959,1.1681317101700883,Iris-versicolor
+41,7.0910247728609885,2.8852901474533534,5.38217284057367,1.849188437183062,Iris-virginica
+42,4.447845921675008,2.918561115195246,1.541506162213768,0.2966266676311217,Iris-setosa
+43,5.511743884291019,3.5243104167112587,1.200984267472693,0.28294658559440383,Iris-setosa
+44,5.537507297916328,3.6241200757941634,1.373769849161667,0.08667278484583282,Iris-setosa
+45,7.074903942263086,3.000246567170077,5.791038755438019,1.9286049577842763,Iris-virginica
+46,6.14890528835615,2.897021273149106,4.681436750689873,1.5350067588248537,Iris-versicolor
+47,4.946661254095962,2.7104404433722387,4.08507520741613,1.1011988362705263,Iris-versicolor
+48,4.988953219624303,3.123396373968415,1.274590878665371,0.24350339343200744,Iris-setosa
+49,6.401415677983252,3.4655358317186966,5.354791770808202,2.387780242104233,Iris-virginica
+50,6.140918107172899,2.9984900924731583,4.92144495952754,1.915652947655986,Iris-virginica
+51,4.71976753652529,3.0481740545046794,1.5072643362287725,0.19536235852785216,Iris-setosa
+52,4.466634654634641,2.5894265521089603,1.3664834268362662,0.07543957453710368,Iris-setosa
+53,5.1592359244142925,3.1980161321010416,1.4693373818442688,0.3105560070813849,Iris-setosa
+54,6.412180956656179,2.6380308175098484,5.2086646561346965,1.4646509533587517,Iris-virginica
+55,8.06120173155808,3.024635996739975,6.757870552168231,2.390527873872258,Iris-virginica
+56,5.426479596626858,2.450674704761301,4.266453855810235,1.2367648719919433,Iris-versicolor
+57,6.61373567711055,2.93908596177627,4.947498115441793,2.0556678141961515,Iris-virginica
+58,5.75341187513648,2.8157398768517496,4.564681715559027,1.470992942814346,Iris-versicolor
+59,5.947364340329308,2.70791289360101,4.362655278180082,1.1583606873928756,Iris-versicolor
+60,6.117121341977816,2.76123714050031,4.645975355915267,2.0673568098235044,Iris-virginica
+61,6.616167990167691,2.8608134830271537,4.9274770042646,1.991142579656681,Iris-virginica
+62,5.144710653575137,2.478271249478383,3.044973450365692,1.0812678665744393,Iris-versicolor
+63,5.812806292169285,3.27770457580912,4.527829076282723,1.755553444210305,Iris-versicolor
+64,7.579386497568284,2.646216187725185,6.32658977306614,1.9102343804710094,Iris-virginica
+65,4.883622850603252,2.864342589909286,1.3616926543956427,0.15750648581408336,Iris-setosa
+66,4.664467387639679,3.6299122066114116,1.4689281127302678,0.23296930540460226,Iris-setosa
+67,6.02880504856039,2.8437292385388186,4.63753129184417,1.3263855849480644,Iris-versicolor
+68,5.797342704575389,2.999851536832428,4.008961318821331,1.060132490865628,Iris-versicolor
+69,6.6530947618955025,3.122974683974202,5.334137548616504,2.1427107137373107,Iris-virginica
+70,7.658230915325722,3.080610495551199,6.638703474433739,2.1189396487988246,Iris-virginica
+71,7.62293457531492,3.1349524777357516,6.071798102360877,1.8960025132087508,Iris-virginica
+72,5.5108819375811855,2.795150904190663,5.068881415815241,1.682186002871803,Iris-setosa
+73,5.7886687572172795,4.0854855018886935,1.5343310237875927,0.3252176973472513,Iris-setosa
+74,5.510304625094702,2.877921089187677,1.2415471221567687,0.226780083411031,Iris-setosa
+75,5.210285749717008,3.2010624621348134,1.5805473823136833,0.2953194171366697,Iris-setosa
+76,7.00704414398096,2.9199202257680876,4.675107102619369,1.5249440795769373,Iris-versicolor
+77,5.6277830477766075,3.5360025228643637,1.749508171379329,0.1445392258778374,Iris-setosa
+78,6.550759894790569,3.0971163064675675,5.366053433129791,2.3136958714179343,Iris-virginica
+79,6.546784028883302,2.843443780992088,5.625151413443874,1.4796969842860972,Iris-virginica
+80,7.03289657180208,3.547703402707844,6.081384008985804,2.4443109005999144,Iris-virginica
+81,6.220162545885388,2.9087633354160167,5.339397804581401,2.032485514121187,Iris-virginica
+82,4.824268300015325,3.470501512929317,1.6088406365216799,0.2600416022617462,Iris-setosa
+83,5.9581677044616645,2.6537855011792106,4.8453422503305505,1.5453573298562762,Iris-versicolor
+84,5.395864714314211,3.5164447723641477,1.5902601842133353,0.310738616036627,Iris-setosa
+85,5.004226405100594,3.3332989673421016,1.637770205080058,0.3267166539347123,Iris-setosa
+86,5.4701093123287325,3.828287262441839,1.59448494002881,0.25218987762319234,Iris-setosa
+87,5.043487025583062,3.198045970688553,1.6996634955972745,0.31437059337218154,Iris-setosa
+88,6.004043328233696,3.2824915454197185,4.327444431966214,1.4819592871705307,Iris-versicolor
+89,5.054858689662039,3.9838740750075434,1.6281242643213132,0.2656163924353753,Iris-setosa
+90,5.3937364282726525,3.9204109480671754,1.614377278970686,0.4509021447911595,Iris-setosa
+91,6.40479499168297,2.7481814463875613,4.8596339227675465,1.4265157034224207,Iris-versicolor
+92,6.494444991664735,3.310734454207296,5.5439030668288405,2.093131809878986,Iris-virginica
+93,5.48726571751461,2.719400753118144,1.2780503486327142,0.04448865509340294,Iris-setosa
+94,5.555568224785555,3.878166356557375,1.3564615535151348,0.2978004722339227,Iris-setosa
+95,6.201910461382995,2.890980680189282,4.803187963617832,1.4144365539854904,Iris-versicolor
+96,5.268756212957156,4.002341753170542,1.5568825984200996,0.3399835837080182,Iris-setosa
+97,7.32547775917325,2.856367679994039,5.59980960005578,2.0541183359401316,Iris-virginica
+98,3.8766431081681954,2.9963210283523303,1.0617305470798832,0.1491164785586231,Iris-setosa
+99,5.9587801811870325,2.942218420415398,4.2289896366142425,1.5410485180141098,Iris-versicolor
+100,5.4877943966286855,3.0483539174315366,1.4812976044914317,0.1773918600768514,Iris-setosa
+101,4.322286333687614,2.9664007176594893,1.4363141321087687,0.12345128197564761,Iris-setosa
+102,4.483505381123568,2.9247050775909513,1.5028402739258215,0.16099222546960623,Iris-setosa
+103,5.889825148443386,4.245586085577801,1.2044847629947395,0.24591022132808774,Iris-setosa
+104,5.549042059532514,2.5135045988925246,4.046191298386238,1.5551953404128602,Iris-versicolor
+105,6.361573984178614,3.0705102109312747,5.014921610876741,1.7687505817066875,Iris-versicolor
+106,6.042197838145339,3.231959836452629,5.370087630178401,2.2235981768662176,Iris-virginica
+107,5.185138485921987,3.345753581086049,1.3845411125893596,0.4261233922298987,Iris-setosa
+108,4.67510806320503,3.162434937593708,1.5517651719353855,0.21360826120134477,Iris-setosa
+109,5.513008362096521,2.4522154678843595,4.70523734602215,1.4132026660276855,Iris-versicolor
+110,4.610114054422252,2.904209900747576,1.3787345102076987,0.18418218968509775,Iris-setosa
+111,5.069343695142322,2.5021006903111154,1.2070344866913947,0.21513993276899082,Iris-setosa
+112,6.868071905163228,3.1993291870157674,5.630555747286767,2.3776213652410783,Iris-virginica
+113,4.826456212384174,3.1669188403064568,1.4230551222263261,0.17328292775495685,Iris-setosa
+114,5.307150855799222,3.6618345266638777,1.5783646605883366,0.4845649100271136,Iris-setosa
+115,4.327691013212637,3.0613325137043033,1.5166059819067603,0.15552290666411214,Iris-setosa
+116,5.0190688140045285,3.985475240342672,1.4263411850443781,0.33060195701247536,Iris-setosa
+117,5.5401387896143035,2.61744289210043,3.1154593678223916,1.2205579795434067,Iris-versicolor
+118,5.509098989242805,2.721546049684163,4.1399532098754035,1.3547911595512638,Iris-versicolor
+119,6.691799158253236,3.0790093766235285,5.575694830436623,2.219492828869841,Iris-virginica
diff --git a/iris/tvae/3/21/test.csv b/iris/tvae/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/21/train.csv b/iris/tvae/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/21/val.csv b/iris/tvae/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/22/synth.csv b/iris/tvae/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39faf54ff6e019db6b6ac8ae7d1f26437060944a
--- /dev/null
+++ b/iris/tvae/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.7339653943340565,3.434571377910272,5.498273303211825,2.0656349886156966,Iris-virginica
+1,6.207627825859267,3.153412807628133,4.84699018542445,1.450408304352728,Iris-versicolor
+2,6.711833376239578,3.1309505741898116,5.488539951632036,2.1641266746337493,Iris-virginica
+3,6.128746530838595,2.7713845172450764,3.8160779610142326,1.0920175840952466,Iris-versicolor
+4,6.134377625494707,3.1846070333092675,4.823160708382734,1.9101040191311183,Iris-virginica
+5,5.617248822864067,2.466123759533928,4.081846429408335,1.1089192863061395,Iris-versicolor
+6,6.4689684142267225,2.823002234071652,4.449081232814586,1.4538733596059497,Iris-versicolor
+7,6.672650575696699,2.9522604987427385,5.166850756738115,1.9998325203278433,Iris-virginica
+8,5.044780699765397,3.265363070437423,1.5083347490815966,0.3724898004437699,Iris-setosa
+9,6.821595312733831,3.1851892418249235,5.4569917824133185,2.532991328654121,Iris-virginica
+10,5.296595929525827,3.7198351512045966,1.5267777864328917,0.3131633929800998,Iris-setosa
+11,6.433275707788449,3.3159286430872865,5.79136848496849,2.1796841932950497,Iris-virginica
+12,5.1903059338050275,3.304513319649758,1.4579102186414226,0.3290032388727743,Iris-setosa
+13,6.20270846860217,3.224861567588901,4.591286557345832,1.206892208232424,Iris-versicolor
+14,5.433014666670546,3.6965406455821532,1.2850426012597111,0.19844722552862182,Iris-setosa
+15,6.061418099258923,2.8404495270007915,4.173736156687822,1.396364612983269,Iris-versicolor
+16,6.418527597545319,2.96099952915734,5.329253977262915,2.1081537764013287,Iris-virginica
+17,6.656209400529617,2.927497023106664,5.8915352975284065,1.8869962141284213,Iris-virginica
+18,4.616518704664221,2.6881895318820925,1.1467362201492184,0.2603380121510137,Iris-setosa
+19,5.319196542092755,3.0300207970182935,4.832054711044709,1.3498040816600965,Iris-versicolor
+20,5.822897957515553,4.041470107639901,1.4679600375162856,0.23869963195116692,Iris-setosa
+21,4.677632712427634,2.834550122931491,1.4953017108163467,0.3136138257694514,Iris-setosa
+22,5.169318089019037,2.961703666935159,4.305483163054221,1.2865600862568185,Iris-versicolor
+23,5.942385221830349,2.76276849075754,4.294050791650079,0.9435541284023968,Iris-versicolor
+24,6.516484739203463,3.239283132820149,5.302117246638863,1.629937074436453,Iris-versicolor
+25,6.044364459270273,2.7274200334524035,4.224992902862009,1.3130891461942673,Iris-versicolor
+26,6.417645574685589,3.2926691536898973,4.450818070719351,1.41791910258042,Iris-versicolor
+27,6.756157121018841,2.931002749636857,5.419058930472668,2.466281445122851,Iris-virginica
+28,5.650344261453624,3.072884007233266,3.933664450987953,1.5462863637041746,Iris-versicolor
+29,5.6465083389471955,3.838770576337734,1.2031709146476586,0.1905397171667846,Iris-setosa
+30,6.260423974253886,3.121435360665489,1.6783999148973738,0.3786936290104035,Iris-setosa
+31,6.965316944972405,3.4174106163359497,5.835509532269672,2.268230516342373,Iris-virginica
+32,5.60892594521036,3.0222474474859133,4.304985674485391,1.5689699592798756,Iris-versicolor
+33,5.487494620965557,3.3000857297368205,1.3288836849288805,0.2856455716280577,Iris-setosa
+34,6.773241482118893,2.981597200933808,5.249409330222349,1.8559522681193112,Iris-virginica
+35,6.51106302031006,2.6541899972315615,5.327132778158498,1.9667833582787193,Iris-virginica
+36,5.5031465722439545,3.578152903807857,5.029132720869529,2.1307906160247865,Iris-virginica
+37,5.018796920327022,3.968094552812355,1.2886287084294492,0.25407465906064913,Iris-setosa
+38,6.35373577062842,3.1564212472829745,5.617056811757325,2.1250382537549877,Iris-virginica
+39,4.963110444033538,3.604557545731091,1.6256310286011724,0.19338164387751053,Iris-setosa
+40,5.560088109687224,3.0843798135322626,3.771476775313391,1.198289922260045,Iris-versicolor
+41,6.431886571018154,2.694341259526826,4.490303522504911,1.368562432460723,Iris-versicolor
+42,4.868019070771074,3.7837492687477576,1.6346043791767884,0.14717608264763715,Iris-setosa
+43,6.660167488682099,3.231961203026051,4.961469101142306,1.794342376743576,Iris-virginica
+44,5.634832114563465,2.861527734099985,4.625558015412872,1.7822304533039177,Iris-setosa
+45,6.616727126359739,3.3029851503125602,5.33691248789126,2.066230610178711,Iris-virginica
+46,5.240220667041274,2.5511930885777647,3.9457250923658975,1.1477506467819119,Iris-versicolor
+47,6.50370357664775,3.1838454981888744,5.1160178453948015,2.246509081386429,Iris-virginica
+48,6.4415166361218406,3.2328270531081245,5.285565093050093,2.2549425248004593,Iris-virginica
+49,6.333784334427933,2.6191208513702238,5.083162970842891,1.5340161758988047,Iris-virginica
+50,6.523609994780759,2.83705902098957,5.205602575387547,1.9485787040246514,Iris-virginica
+51,4.711204960159075,3.0749284139069366,1.3267222358786201,0.10597158650542798,Iris-setosa
+52,6.6403397140719935,3.085759146450737,5.001459189427724,1.6096081293894733,Iris-versicolor
+53,6.493691668544361,3.082741409707888,4.982981495045176,1.4644876965652112,Iris-virginica
+54,5.6974576536644115,3.024516162279407,5.209954564241398,1.8944147834429392,Iris-virginica
+55,6.113472872210529,2.988668713937128,5.286785682998971,1.9788705510115367,Iris-virginica
+56,6.850992437084043,3.0909475663216703,6.2536090413555145,1.920274862281064,Iris-virginica
+57,5.1300394900768325,3.834696785135529,1.621749504938881,0.26720904871621054,Iris-setosa
+58,5.974878731187654,3.017452825531165,4.209997315396653,1.57121180250165,Iris-virginica
+59,6.075110196398987,2.852337189215716,4.129803600489001,1.3465542192637872,Iris-versicolor
+60,6.138436434381216,3.1875509273663747,4.882691174489857,1.5534026706417499,Iris-virginica
+61,6.686854846984662,3.0015452774004783,5.923673252047799,1.8082173756246838,Iris-virginica
+62,5.716289967783483,2.8416816680130164,4.449469067976965,1.3640579041232488,Iris-versicolor
+63,6.925384014352972,3.102254869225512,4.885025089837091,1.238541514540364,Iris-versicolor
+64,6.022272520503625,2.855871730575691,5.210392034943854,2.1240530408833944,Iris-virginica
+65,5.688221294434013,3.099591581391045,4.9236157060114145,1.8246497693888388,Iris-setosa
+66,4.509070553698097,3.363889992922424,1.1786341942482415,0.10606938726110732,Iris-setosa
+67,5.690416364181941,2.8759263996724207,5.56343964124943,2.2463333201755216,Iris-virginica
+68,5.945186250895034,3.350057920905049,3.960693560288408,1.2643435955298719,Iris-versicolor
+69,6.745725400999197,3.151590903583597,5.205859355936141,1.3485638034077243,Iris-versicolor
+70,6.465578573234772,3.275746904556906,5.174236028129988,2.33164049937161,Iris-virginica
+71,5.770017018640457,2.8853077493064263,4.7726504138130155,1.593325827767057,Iris-versicolor
+72,5.612171543773048,3.061061631922943,4.358307020321644,1.3402109363967918,Iris-versicolor
+73,5.297611697957158,3.4173423071830134,1.4022393870633287,0.3333035662350295,Iris-setosa
+74,4.9236111687519974,3.3159521833953627,1.3559519342794766,0.22437127042451332,Iris-setosa
+75,7.212924514511128,3.27791547918965,6.197266013369847,2.4150433855078757,Iris-virginica
+76,6.398971129440832,3.2358918848431686,5.39811725502481,2.1332273360978298,Iris-virginica
+77,6.9177453283288015,3.0402134350652785,4.802834650732231,1.269443961074571,Iris-versicolor
+78,4.827200882730219,3.3405054646046604,1.62826617307574,0.29873094690817253,Iris-setosa
+79,6.974458044805752,2.6497136984013636,4.8124843424419925,1.5371541543212968,Iris-versicolor
+80,5.951454374741789,2.805365239106563,4.087837518877732,1.412600164723923,Iris-versicolor
+81,6.067386139250819,3.244790681051959,4.899279585664426,1.9969884969001943,Iris-virginica
+82,6.641525488903258,3.1049162536585944,5.197623422027443,2.270093177041793,Iris-virginica
+83,5.811561762645909,3.0045542935654947,4.867867389628831,1.729551008968525,Iris-versicolor
+84,6.209300306466105,2.562153286903083,3.9999022760961718,1.0935551175347213,Iris-versicolor
+85,5.209665473102232,3.6416165331349135,5.169769488271406,2.0045650094643466,Iris-virginica
+86,6.060879749463903,3.7919075392982786,1.4816303255458505,0.21024580454922298,Iris-setosa
+87,5.679070357328667,2.535618336310945,4.685595066319733,1.47213517432263,Iris-versicolor
+88,7.686839969965259,3.150471865436327,6.427873959992115,1.8098107675559676,Iris-virginica
+89,4.529038340008444,3.363206534692805,1.5135397271538382,0.12174264916723027,Iris-setosa
+90,5.570842675934118,2.5350468243628317,4.402853758572203,1.3449980884913133,Iris-versicolor
+91,4.806267600757389,2.268231972824041,3.8751860635910105,0.9455278443081806,Iris-versicolor
+92,5.442441584975502,2.4183750702757285,4.393625948236192,1.2377052310324195,Iris-versicolor
+93,6.524238711830945,2.9672037717911692,4.911362052292349,1.2812676312398639,Iris-versicolor
+94,5.8091523112190195,3.1659944655812158,4.255576475640028,1.5318718570204055,Iris-versicolor
+95,4.779926796436864,3.1170706256720218,1.409294861353395,0.2367849645379488,Iris-setosa
+96,6.140380719611056,2.9411085903747,5.334660299201557,1.8455462845567814,Iris-virginica
+97,6.0039424221927735,2.9437038449322617,4.142672570773026,1.585953240310479,Iris-versicolor
+98,5.444661140498056,3.809375923298783,1.3099182295215106,0.14015283094855802,Iris-setosa
+99,7.445780114395084,3.214516320038855,5.662147563205107,1.9625969767905826,Iris-virginica
+100,5.216604182763838,4.554588031346778,1.1704236790173095,0.12168956369914821,Iris-setosa
+101,6.331705469136502,2.8673835881091034,4.905699601505376,1.542733241465488,Iris-versicolor
+102,7.588549388100759,3.2627343021240858,6.237202039804442,2.5775103167873796,Iris-virginica
+103,6.793512638885452,3.050204114727185,5.640989043641529,2.4347785498511083,Iris-virginica
+104,6.17681789451989,2.804376775704396,4.4640696783756715,1.6925110929259748,Iris-versicolor
+105,5.363749561141191,3.638391305331722,1.914284717513351,0.3551160578010192,Iris-setosa
+106,6.358389571346446,3.426979892561453,4.959764027805493,1.5783694378873516,Iris-versicolor
+107,6.0898813672654715,2.805427050855432,3.7846622660827,1.1007540319004085,Iris-versicolor
+108,5.244804681095822,3.6577741698859283,1.4210725292151851,0.2789338827796648,Iris-setosa
+109,5.411525776264367,4.035785672401788,1.4352185778034587,0.41221594052420585,Iris-setosa
+110,6.014995581248766,2.902014762764953,4.083936745939685,1.415196345105121,Iris-versicolor
+111,6.227031443443303,2.5475697200056358,4.003761118522795,0.9643503845756799,Iris-versicolor
+112,4.713611503941904,3.5456608396267786,1.5748664837663524,0.2201499711904813,Iris-setosa
+113,6.791105523228875,3.225697959576162,5.425079271039136,2.229902575158293,Iris-virginica
+114,6.513270623111377,2.9169209247783137,4.78216386008881,1.344896219330777,Iris-versicolor
+115,4.780767119112896,3.2697570752499807,1.5332403814001812,0.21897173458314978,Iris-setosa
+116,6.257312430387736,3.147379992815866,4.62352456944554,1.6776098473206316,Iris-virginica
+117,6.1184031281553635,2.942718981525057,4.705246821583468,1.3719563064442477,Iris-versicolor
+118,6.5770063855080245,3.6304749590638195,5.77749827437662,2.275741044739204,Iris-virginica
+119,5.1598448537980035,3.539621629205882,1.2590741466695619,0.15235138272282628,Iris-setosa
diff --git a/iris/tvae/3/22/test.csv b/iris/tvae/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/22/train.csv b/iris/tvae/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/22/val.csv b/iris/tvae/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/23/synth.csv b/iris/tvae/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4db7ad084d7dd707861b6bc39193fd084dec11a
--- /dev/null
+++ b/iris/tvae/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.089615790832355,3.564912040344229,5.700068867077469,2.2965622220393773,Iris-virginica
+1,4.655919378437422,3.4041654830360186,1.4105793389649524,0.10026342985932304,Iris-setosa
+2,5.1787264859135345,3.628998600485011,1.5129930721404905,0.31343845987947494,Iris-setosa
+3,5.457053836622558,3.603628986525213,1.4864222198385961,0.3924391213836343,Iris-setosa
+4,6.186751314912418,2.5856668289853415,4.713406268922227,1.7446377343531885,Iris-virginica
+5,6.21739793922237,3.194774411802753,5.198798985593422,1.8645777322179082,Iris-virginica
+6,6.270153919642074,3.337376920728605,5.3435570331640365,2.129881323330236,Iris-virginica
+7,4.995466811814062,2.5387011775434423,3.1860703582445726,1.2631202486495292,Iris-versicolor
+8,5.4197757461980745,3.907363127372589,1.4888424481175901,0.21080859051557202,Iris-setosa
+9,6.034411869369304,2.8985047652955354,4.738424325919752,1.381380413487476,Iris-versicolor
+10,4.580527139366888,3.546170463912124,1.4099774683441402,0.14959006762893187,Iris-setosa
+11,5.901197386028325,3.4444886465551345,1.4919929486837413,0.3081796287663849,Iris-setosa
+12,4.704192049589653,3.6627436012119112,1.557666512695911,0.05483327566558113,Iris-setosa
+13,7.283239870035798,3.371966886040237,5.856965550054266,2.014731225300044,Iris-virginica
+14,7.084357918011783,3.0753495713556296,5.716945868688542,2.117925376786477,Iris-virginica
+15,4.995258600158135,3.61952045961292,1.6131729573187026,0.4623856753586094,Iris-setosa
+16,6.279514631791155,3.0476700933366,3.9292171496081183,1.3572129730054523,Iris-versicolor
+17,6.0627397304758,2.921833415527762,3.8701839399975597,1.6039509860718502,Iris-versicolor
+18,6.026465000635925,2.7260302068117848,4.343324637077502,1.2339225763562442,Iris-versicolor
+19,5.880554805487001,2.659275010783019,4.278393210669392,1.077800333842684,Iris-versicolor
+20,5.208841867176792,3.0387506675339235,4.702217775795861,2.0628522280746138,Iris-virginica
+21,6.868953293785552,3.33765780478181,5.561785368957606,2.0380625595448927,Iris-virginica
+22,5.452160560884931,3.92798708030639,1.4889377765462708,0.32993359667786915,Iris-setosa
+23,5.320514122260803,2.7239455338355256,3.7972284941341146,1.2228075931377242,Iris-versicolor
+24,4.935414513930137,2.8514315852323833,1.5268061760072877,0.21761770802918912,Iris-setosa
+25,6.585061834597001,2.9838433736835746,5.492293042004889,1.6265428470912922,Iris-virginica
+26,6.50256603987506,2.974202048954875,5.456559952782695,1.8335540637602714,Iris-virginica
+27,5.944246944722941,2.9773609519371225,4.034645375788651,1.3389078829580603,Iris-versicolor
+28,4.79120135306556,2.302757264121333,3.1730480602386004,0.9161737082981631,Iris-versicolor
+29,6.590826128772363,3.317731591449473,6.031809515148038,2.375546097834345,Iris-virginica
+30,5.718899094840345,2.8858928942532502,4.357592023814373,1.5155387039909394,Iris-setosa
+31,8.33290203138651,2.9320047188211804,6.962688654065813,2.1791027762253075,Iris-virginica
+32,6.531583055224217,3.467507450452956,5.318786284662345,2.091553048455468,Iris-virginica
+33,6.790338958028005,3.511554822107767,5.133130089791049,2.184479481803051,Iris-virginica
+34,6.037846140633116,2.835962735685266,4.7467530546337775,1.5299173732049889,Iris-virginica
+35,6.127316367470838,3.3913689161289553,5.382470569957057,2.0329090284948244,Iris-virginica
+36,5.389273385658841,2.8223033305226464,4.0904659231816884,1.1771331304456982,Iris-versicolor
+37,4.977314155851305,3.6092550006029933,1.4076299772631458,0.23287362232179035,Iris-setosa
+38,6.239193826775395,2.8445037167975387,4.599814908047893,1.4253337897398701,Iris-versicolor
+39,4.528781905371455,3.194178757077619,1.4415703087367593,0.22043426325336682,Iris-setosa
+40,6.740879246725453,3.0010206470200615,4.626079049980305,1.4039565890565895,Iris-versicolor
+41,5.705304670553448,3.6965615937982985,5.351875519108357,2.2489800533637947,Iris-virginica
+42,6.6643905601656215,3.225272059629513,4.988703442361956,1.8164941378072115,Iris-virginica
+43,4.916600620218145,2.984995330971123,1.4529867201431008,0.4013226459090477,Iris-setosa
+44,6.476651850233413,2.7994053260522342,4.13980296642316,1.2825519069099003,Iris-versicolor
+45,4.93601980632729,3.4533322623110587,1.7071207767506853,0.29656236501597555,Iris-setosa
+46,5.766005546617667,2.2072651989480088,3.4276544500510946,0.6772367440313943,Iris-versicolor
+47,4.875453819023392,3.4048787268922878,1.4594596228712207,0.16927257466218792,Iris-setosa
+48,5.749045210407447,2.8780887485998763,4.403521867083979,1.481851876393707,Iris-versicolor
+49,5.671831081708232,2.608993011114964,4.10057610796753,1.2822793602036107,Iris-versicolor
+50,6.853592034621879,3.1251545929292903,5.848890872127541,1.86017501608899,Iris-virginica
+51,7.0174778299009,3.3184908882959956,5.8101852625091315,2.164166005681023,Iris-virginica
+52,7.018653430358136,3.0422067098321466,5.8514730914649835,1.907029287830657,Iris-virginica
+53,6.429004636730946,3.378994607303966,4.572218757300991,1.4227273446700959,Iris-versicolor
+54,5.786068525833952,2.851775479869397,4.704536032946982,1.7883102318329798,Iris-versicolor
+55,5.476546532175281,2.567159514786366,4.446098391635123,1.674352404084635,Iris-versicolor
+56,4.781377768110158,3.6833796460803607,1.2180829082422664,0.1467128053647198,Iris-setosa
+57,5.295165498372723,2.4535843232355217,3.8246090750296378,0.8632882294885076,Iris-versicolor
+58,6.253458812435645,3.148165752941146,4.782981634519006,1.713138454454721,Iris-virginica
+59,6.775087216082498,2.976956660892948,4.767023369770815,1.4476822298397498,Iris-versicolor
+60,6.495207731594222,3.2660447545099545,5.413095657963214,1.9973941927619985,Iris-virginica
+61,6.223071486178112,3.015067680194764,4.310646788810544,1.3050354342883665,Iris-versicolor
+62,6.018969474612903,2.6790891199250213,4.694270354667062,1.6909407133997578,Iris-virginica
+63,5.818407228161858,2.9994476587226475,4.527598617606339,1.7128359814565826,Iris-virginica
+64,6.251765109076508,2.572959722277141,4.512808577245902,1.60901088157569,Iris-virginica
+65,6.646036729946164,2.811645009887177,4.921864809220339,1.7400193153578405,Iris-virginica
+66,6.773975560604577,3.0766701972760364,5.1245335832355545,1.5725310445638534,Iris-virginica
+67,4.87385927353532,2.8792053961213755,1.1150760496673213,0.1694941580931793,Iris-setosa
+68,4.764159323501208,3.759129533200981,1.257641203499015,0.11191346809311509,Iris-setosa
+69,6.170358444909002,2.686562270299676,4.965593565932898,1.6970448196508823,Iris-virginica
+70,6.491829080075009,2.923263590726732,5.3857867752637585,1.6469302065980604,Iris-virginica
+71,5.973866090704537,2.743481103424739,3.965400446911465,1.041140142963739,Iris-versicolor
+72,7.020084961437655,2.8448145595153314,5.9004484153468155,1.925432591444278,Iris-virginica
+73,5.312906470390585,3.509816652343904,1.3081215267666282,0.26167488455686366,Iris-setosa
+74,5.179505323553986,3.4995538150907404,1.5021522834260042,0.30881070585449927,Iris-setosa
+75,6.833374862597668,2.9644408517705516,5.860664048051951,2.0396786942061613,Iris-virginica
+76,7.222429623856933,3.228758770105458,6.020749349903615,1.8398294172230099,Iris-virginica
+77,7.304430728996771,3.3629549951496807,6.23840754989565,2.2465821047148045,Iris-virginica
+78,6.371488314450044,2.9145347245800775,4.427206585356906,1.3404480661715854,Iris-versicolor
+79,5.947941079587709,2.8835877988741117,5.020889347234091,1.8389052925162008,Iris-virginica
+80,5.243375061631609,2.56071631151922,4.012405061137519,1.3552410344226054,Iris-versicolor
+81,5.463311475502106,4.219864459209475,1.2683134709986572,0.34702856580356817,Iris-setosa
+82,6.984993588405185,3.2121025756895913,5.472907915334296,1.7992609959282835,Iris-virginica
+83,6.837642477685069,3.178993371953357,5.43127244752008,2.019001883373715,Iris-virginica
+84,5.94526154768706,3.0847064954743684,4.4483482542650625,1.400398070500164,Iris-versicolor
+85,6.167635547221876,3.2009628315152647,5.217805898857146,2.1516897065466076,Iris-virginica
+86,6.676365324723302,2.834333615261908,4.8847433556370445,1.7538608466192256,Iris-virginica
+87,5.849115495194634,2.6696606808504786,4.230003786841597,1.3963178755806163,Iris-versicolor
+88,6.4229617323562085,3.396805156167398,5.176840559530371,1.922593618586691,Iris-virginica
+89,6.297056276190615,2.602925240749733,5.680995859393864,1.863443014209257,Iris-virginica
+90,6.6546144370885205,3.1211089171520516,5.262461040700773,1.9920137110481144,Iris-virginica
+91,5.949959256774027,3.2783084294432863,4.246359066634797,1.0537766473570649,Iris-versicolor
+92,5.018436271110769,3.249471221019504,1.5707280416495402,0.3030497483327339,Iris-setosa
+93,7.338059210636237,2.8595361037378284,5.0791544096434516,1.872448270908547,Iris-virginica
+94,6.949302239004872,3.151592646499922,5.703574360724751,1.8903600890365528,Iris-virginica
+95,5.9383263725693896,3.1643966685472362,4.461572897104347,1.5570666785595284,Iris-versicolor
+96,5.661058972288786,2.927195832340371,4.64417578033357,1.4735903463846787,Iris-versicolor
+97,5.8376696761565,2.574902041114187,4.1664027604746305,0.9542795094768144,Iris-versicolor
+98,5.660053503607028,2.8715761488235145,4.340654875486626,1.3000689037008444,Iris-versicolor
+99,7.013133053697548,3.064061938086699,5.1840090698158265,1.7665062185297387,Iris-virginica
+100,5.307681322630365,2.7803726062406207,3.938798777480372,1.3425412995712764,Iris-versicolor
+101,4.592523255018021,2.9172184439522,1.260692925491802,0.005777112130688267,Iris-setosa
+102,4.756627765274729,2.2334061922560506,2.9121199166558713,0.7252798749406121,Iris-versicolor
+103,4.420532019056202,3.2194041900085457,1.4894285524602227,0.11821361130833757,Iris-setosa
+104,4.875356019495882,3.158077666436566,1.5029789189554144,0.2392931294872873,Iris-setosa
+105,5.334158278171,3.192241326001199,5.548932957866816,0.44158153649651677,Iris-virginica
+106,6.56587956837291,2.8100985906987415,4.742797600013511,1.3996507908056919,Iris-versicolor
+107,5.4539593188225854,2.9801238464127566,4.3632960269471255,1.4497964833033072,Iris-versicolor
+108,5.670533410551746,2.7644653656192064,4.485567804248111,1.5150560302472325,Iris-versicolor
+109,5.984829120376976,3.1772894886120207,5.255090641909036,1.8083560112698136,Iris-virginica
+110,5.54564457738862,2.6968628125781846,4.026078135820299,1.4945174665159935,Iris-versicolor
+111,5.607340013478013,2.962960087460786,4.077703416048694,1.1970891275297424,Iris-versicolor
+112,6.059724944596755,3.0559118982903497,4.412837858207395,1.409091992655173,Iris-versicolor
+113,6.903008914820853,3.3866793622677407,5.271200947897542,2.20917329646901,Iris-virginica
+114,6.430656828363654,3.190437332165705,5.234394653776127,2.035656934459257,Iris-virginica
+115,5.1330632484359,3.4433587426959513,1.467773224457782,0.1827684363981309,Iris-setosa
+116,6.40157662422456,3.12621130387817,4.9988523675051155,1.5087984383901938,Iris-versicolor
+117,5.991432751386711,2.861223242361556,4.872581275280886,1.901260421499255,Iris-virginica
+118,4.793937174046211,3.0793470086962422,1.3289598483429994,0.28605035258043965,Iris-setosa
+119,5.855104185429992,2.8685150326608913,3.5829470286746985,1.348769575641625,Iris-versicolor
diff --git a/iris/tvae/3/23/test.csv b/iris/tvae/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/23/train.csv b/iris/tvae/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/23/val.csv b/iris/tvae/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/24/synth.csv b/iris/tvae/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32de8cd22a12d9393d005d0527d183703b1dfcc2
--- /dev/null
+++ b/iris/tvae/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.77713562402861,2.8659081989914132,5.375275396846184,1.7461661593986613,Iris-virginica
+1,5.822631129806062,4.1992138545632445,1.2575273369441615,0.2586402266912431,Iris-setosa
+2,7.219463877280588,3.1262713104684527,6.022607965204415,2.3764744617743485,Iris-virginica
+3,5.821400349164948,2.840218127181139,4.70118879204075,1.6560084303996785,Iris-virginica
+4,6.805243636999399,3.428685208524013,5.62015109702246,2.415373165162152,Iris-virginica
+5,6.01189026419205,3.037187182544337,4.527207107953558,1.4547630239092122,Iris-versicolor
+6,6.955433995592547,2.7442924477317785,5.486910720077664,1.6843851837395938,Iris-virginica
+7,5.617305769882033,2.277753221840921,3.6720802977852474,0.8636362468991434,Iris-versicolor
+8,5.346926956133277,3.3993144121318224,1.5071706070972304,0.40465583229094687,Iris-setosa
+9,6.648004258480166,2.497535439048618,4.412309743169136,1.171536191178761,Iris-versicolor
+10,6.541086207396827,3.190773863880142,5.314154945924898,1.8973713020410818,Iris-virginica
+11,5.9665176252174446,2.6403002363169237,4.53719617951062,1.4495891755451453,Iris-versicolor
+12,6.3462198802424945,3.0134881183873943,4.017550008190795,1.205272830613817,Iris-versicolor
+13,4.7366212129122305,3.210408314621682,1.6470106878856667,0.25536116927579733,Iris-setosa
+14,7.04337588622303,3.2259980767742906,6.134236740398814,1.8734107095458012,Iris-virginica
+15,5.286170295963796,4.075471679342845,1.3857562764060505,0.2902885821798788,Iris-setosa
+16,5.825267235296185,2.97718906975312,4.594113527171256,1.4019167935337018,Iris-versicolor
+17,6.6051365339792385,3.033806923060037,5.363840473027241,2.0908619916108875,Iris-virginica
+18,6.708696291018777,2.7092571307868583,5.626328272934676,2.3019821309651163,Iris-virginica
+19,5.609849281105258,2.9922692609853554,4.847659700176272,1.4402596491664965,Iris-setosa
+20,5.997834951803928,3.081354092568676,4.634576924591923,1.3682433208552673,Iris-versicolor
+21,6.335290561179727,3.011432814384032,4.7131564227516245,1.7849835541088304,Iris-versicolor
+22,6.7440292418340935,3.0204347887246676,5.575261495235195,2.2417606466148827,Iris-virginica
+23,6.1075517987365675,2.786788241915937,4.305963399622813,1.0990017286666296,Iris-versicolor
+24,6.569363965540036,2.713220279986118,4.976928558632251,1.263890179889212,Iris-versicolor
+25,5.538708531086181,2.9513964560630286,1.319916824588761,0.13761236707135316,Iris-setosa
+26,4.686153017084196,2.118475771452586,2.7975966899509075,0.9077848754933505,Iris-versicolor
+27,6.849303076566089,3.1621702416989903,5.3856095165442035,2.0384638346835198,Iris-virginica
+28,6.384126415140015,2.828771275693537,4.787008749803736,1.3849628213697127,Iris-versicolor
+29,6.525417409961567,2.7060944348301827,3.7468266575139353,1.359897561483322,Iris-versicolor
+30,6.154239002055979,3.1392668674239452,4.245112803250426,1.2172007638392945,Iris-versicolor
+31,6.946963405739587,2.9329623768613273,4.905822839378306,1.7105741389866225,Iris-virginica
+32,6.301108791573638,2.6751220098905537,4.463868749922318,1.8353073537127822,Iris-virginica
+33,5.794103081529986,3.670502978342903,1.5726078534478767,0.5151540457344221,Iris-setosa
+34,6.91725851644059,3.155023044499512,5.521919285551148,2.289125991944128,Iris-virginica
+35,5.493356752838128,2.8325455467157177,4.47413243294628,1.3458701543938008,Iris-versicolor
+36,5.563022415603918,2.415383852957315,4.288868392535596,1.0554534248423928,Iris-versicolor
+37,4.854024095738379,3.1136890005580775,1.399249206957463,0.2250162246164643,Iris-setosa
+38,6.58837670217846,2.6729812965101423,4.57347616322449,1.4330529679365762,Iris-versicolor
+39,6.569568726097523,3.400968243217539,5.320284320965761,2.134187236250665,Iris-virginica
+40,6.869705253181186,2.872171111356568,5.2645833670626985,1.5829415137424552,Iris-versicolor
+41,5.824485976966429,3.1460452535366064,4.278089925395051,1.4940856528732083,Iris-versicolor
+42,6.304526873624263,2.8416591490469107,5.780682058883187,1.7396864212729874,Iris-virginica
+43,5.871680624409892,3.0333832281409325,3.90139762797579,1.343871333885424,Iris-versicolor
+44,4.875423601280647,2.957321398606768,1.3209430954653214,0.21161271958247702,Iris-setosa
+45,6.892293563915687,3.5172434245580106,5.962724395481371,2.1264812075342183,Iris-virginica
+46,7.6975150969413955,2.9904559865364564,6.473125687321517,2.2528874563141086,Iris-virginica
+47,6.881304493257936,3.5914486283875107,6.052285505737225,2.651892394483899,Iris-virginica
+48,7.116562327592722,3.721503137570656,5.932881989768602,1.8780404153940051,Iris-virginica
+49,6.949317032259394,3.494130548991951,5.29330999277639,2.2336492363068787,Iris-virginica
+50,6.116457658934846,2.9884018535449686,4.953846329111733,1.882351831559553,Iris-virginica
+51,4.960176833139887,3.402513286137613,1.5461678039621292,0.375731601802335,Iris-setosa
+52,4.742633867657599,3.4173806512748017,1.4215471845866925,0.08698467834548618,Iris-setosa
+53,6.6054651827904145,3.028110878787745,5.6469904018434205,1.8341525849667226,Iris-virginica
+54,5.402192499291483,3.0266111795979027,4.377177151556118,1.6642053465362079,Iris-virginica
+55,4.686419485100411,3.1349980612623334,1.4134258248319445,0.1820366298975954,Iris-setosa
+56,5.589420470919686,2.699842797603213,4.194126529783549,1.098990381184627,Iris-versicolor
+57,6.519675159008984,3.1274562854396386,5.236213700556396,1.590653219723881,Iris-virginica
+58,6.229172295922046,2.988077778462864,4.790856464448701,1.3252073561095659,Iris-virginica
+59,6.0275250796030715,2.963952458982013,4.847279797136366,1.7327392646131714,Iris-versicolor
+60,6.614144227772085,3.223738774457283,5.7179290527162845,1.9515960743126042,Iris-virginica
+61,6.481563526501527,2.803174044033454,5.128256679263396,1.8274669016772507,Iris-virginica
+62,5.080192426755457,3.646935905101231,1.641293732727238,0.31243105874144456,Iris-setosa
+63,5.969372533097082,3.074722333180347,5.090233253330925,2.0683923922409297,Iris-virginica
+64,6.631304693139094,3.2036330948932124,5.321802088036275,2.308254173258974,Iris-virginica
+65,5.833893622720634,3.2250106579103006,4.625360119548409,1.576869501290464,Iris-versicolor
+66,5.860102378843912,2.4051212570219542,4.954739995484381,1.4106521042213571,Iris-versicolor
+67,6.490548402867031,2.9798850417486844,4.44941156870164,1.2284230983633955,Iris-versicolor
+68,5.75364099451305,3.1135941036272055,4.492640894203063,1.2238645121639684,Iris-versicolor
+69,5.935387215144252,3.1219603568899403,4.355606150795615,1.3819030252360802,Iris-versicolor
+70,6.692436509514849,3.0111036935218194,5.1493958391835015,2.0258809910833424,Iris-virginica
+71,5.3197873131024,3.6208767314749455,1.4344619763466209,0.35356532695947096,Iris-setosa
+72,4.779759975532803,3.4888577680297,1.5083720880578855,0.17170554630581242,Iris-setosa
+73,5.063637846914894,3.852957601420475,1.5262996031125922,0.24945368903310158,Iris-setosa
+74,4.345151721954037,3.169401051614856,1.1620366387034111,0.15433693934279397,Iris-setosa
+75,4.776031315029081,3.369088626739889,1.5125511880636768,0.20292839246769967,Iris-setosa
+76,6.594927885249466,2.560814255750017,4.935655487731448,1.5993408591654685,Iris-versicolor
+77,6.38313280529247,3.157100704638105,4.919967538369406,1.884497895404242,Iris-virginica
+78,5.6983289479710075,2.9119197005543875,4.851435282346162,0.19893828867208374,Iris-setosa
+79,7.16795388025249,3.2014221753033434,5.618164770126748,2.0277603487858102,Iris-virginica
+80,5.5835569844008255,2.8654576297050838,4.736787242193708,2.027817574241778,Iris-virginica
+81,6.729269573503428,2.686325330509427,5.9782207645116285,2.0669203483907435,Iris-virginica
+82,5.10672012638693,3.338146886509932,1.7627562772670635,0.317232256829978,Iris-setosa
+83,5.613615836913406,2.9094500346344225,3.515106467159034,1.3731781053916687,Iris-versicolor
+84,5.7883815730185155,2.844044554245814,4.2555682483831365,1.2900470367956731,Iris-versicolor
+85,6.418307514075513,2.838933686634232,4.002004529197352,0.9812186262889123,Iris-versicolor
+86,6.54958422877131,2.502320892376835,4.014994796606326,1.2765427067435595,Iris-versicolor
+87,4.186561941570563,2.467983200461449,1.335073765229537,0.18728136740068085,Iris-setosa
+88,5.042194951379495,3.3293754363792134,1.584577659438714,0.45848759666809336,Iris-setosa
+89,6.0741595924982015,2.61897142645074,5.552100821966226,1.775653496532072,Iris-virginica
+90,6.352950158460038,2.6241186578425513,4.9796580430136945,1.5358838952420373,Iris-versicolor
+91,5.8327867403752505,3.06279316785971,4.605319714664992,1.5767632987810218,Iris-versicolor
+92,4.492482837093778,3.67355229726956,1.2431112675005171,0.09294037231051236,Iris-setosa
+93,6.855531089718081,2.9103890204477447,5.482266812460908,1.6252831477629477,Iris-virginica
+94,6.716042838430239,2.9488026905517803,5.103583824282487,1.3951393781972268,Iris-versicolor
+95,6.500267550160869,2.996027971440958,5.3518538416851404,2.2331443899666197,Iris-virginica
+96,6.500494980664646,3.016931857175573,5.432627370251755,2.1840500731903303,Iris-virginica
+97,5.820959737985586,2.818018685108084,4.436567849767475,1.4248365822311486,Iris-versicolor
+98,6.563933533922907,3.1969466012843757,5.333811024576948,1.9636890062755836,Iris-virginica
+99,6.878136451851176,2.94286697304861,5.24773581341012,2.0387424592707064,Iris-virginica
+100,4.939272734211129,3.2350567289347243,1.5861880860284936,0.23180370590388177,Iris-setosa
+101,6.6948135038915275,2.8282550330703655,4.147969154938849,1.032529492450116,Iris-versicolor
+102,6.866019829399928,2.871748639700705,5.629559473336279,1.6372530147393276,Iris-virginica
+103,6.694975694453486,3.5483120279183766,5.722457358865489,2.4012153935230027,Iris-virginica
+104,6.318490431064196,3.0039807970427765,4.948760277132484,1.4662311843380271,Iris-virginica
+105,6.453838740524764,2.9823654812049316,5.683740124698419,1.939844907510543,Iris-virginica
+106,5.219900951592956,3.261530511672096,1.2908670687771282,0.24624919421302113,Iris-setosa
+107,6.58581984560378,3.05148502038952,4.214548765997729,1.2947837190233091,Iris-versicolor
+108,4.91007987567129,3.1161064775674445,1.4182593999199942,0.1850189840167525,Iris-setosa
+109,5.68212971713127,2.568148399303014,3.4181246911389227,1.070767150516243,Iris-versicolor
+110,5.5687685020385045,2.9463724646734515,4.796092539450671,1.8622579799272383,Iris-virginica
+111,6.236526223388136,3.087067360374139,4.483634052922689,1.6299511620924225,Iris-versicolor
+112,6.741417998094952,2.8718418836239037,4.189983028344909,0.9599544693483244,Iris-versicolor
+113,5.712589765743248,2.8902861685308756,1.560143717473567,0.1894919431481209,Iris-setosa
+114,4.580068413493628,3.561060435734209,1.329307040452655,0.18873676773860681,Iris-setosa
+115,7.300812545196956,3.2777310013501193,5.72668496974662,2.3155794423075946,Iris-virginica
+116,6.670241225356082,2.768505098915761,5.385100954876107,1.8429707681898095,Iris-virginica
+117,6.403765906888845,2.9342618077381095,4.549966325624274,1.5915982300982865,Iris-versicolor
+118,7.020043395218371,2.976277638966869,6.004906208721121,2.0284578246557152,Iris-virginica
+119,6.10139793107181,3.2486360604986606,4.396100928968544,1.4502950034628,Iris-versicolor
diff --git a/iris/tvae/3/24/test.csv b/iris/tvae/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/24/train.csv b/iris/tvae/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/24/val.csv b/iris/tvae/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/25/synth.csv b/iris/tvae/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69c7327519f5ac7d8e85970be7cbe946112704c9
--- /dev/null
+++ b/iris/tvae/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.233249388923955,3.726031553137712,1.4367701284626304,0.306152034817676,Iris-setosa
+1,7.052894901659227,2.8009462339143756,4.963843331426684,1.6808299639341857,Iris-virginica
+2,6.6803772383871465,3.5451629790610566,5.345185398762462,2.773631416638318,Iris-virginica
+3,5.994755894801532,3.0132938613127678,4.404447490142101,1.3313660438218304,Iris-versicolor
+4,6.3135091668439145,3.2335512030139406,5.258822172631504,1.974843539555971,Iris-virginica
+5,5.143006451662657,3.10146944798402,3.8934154428580174,1.0185595081199805,Iris-versicolor
+6,5.690610875758754,2.719257393743421,4.379964461085571,1.7668543434696313,Iris-virginica
+7,6.292367793879204,3.04489114139845,4.622987858323257,1.6358634740717102,Iris-virginica
+8,5.270401046242665,3.780067631425033,1.42729774964981,0.04023146483912621,Iris-setosa
+9,6.402977434102683,3.0221363838242987,4.477249324688994,1.4974468168827648,Iris-versicolor
+10,6.405144475562058,2.791042073292644,5.139462639822735,1.363750088947512,Iris-versicolor
+11,6.438889553903693,2.931182361571339,5.351258709824623,1.7764571326578338,Iris-virginica
+12,6.23904954895497,3.7226971419695007,1.5009219201288169,0.31977354568550653,Iris-setosa
+13,5.106908516901142,2.648715251795706,3.2685071654954703,1.1500132403170036,Iris-versicolor
+14,6.457447967278842,2.700874428246571,4.616166461206521,1.4607623663432807,Iris-versicolor
+15,4.809149766995904,3.6517608605366103,1.5386958670290014,0.35376459990223946,Iris-setosa
+16,7.882896254777545,2.8102928908631686,6.332320528927204,1.9439997017420343,Iris-virginica
+17,4.518664948762953,2.906771896761226,1.5141717478307317,0.19518210486422896,Iris-setosa
+18,6.067427258291873,2.9043876294272453,4.13703721382905,1.1250612003701426,Iris-versicolor
+19,7.153707121514638,3.501634001989127,5.838505760209791,2.147289446361036,Iris-virginica
+20,6.266323549797255,3.3619205873206277,4.766506738267003,1.622129573826345,Iris-versicolor
+21,5.1088868567488515,2.716377256788391,4.386275294114247,1.3271888561080296,Iris-versicolor
+22,6.240819250197192,3.888276583841451,1.6801327532423747,0.3652522370952763,Iris-setosa
+23,5.221734596661396,3.436708916421183,1.6484329349446811,0.24186922629723587,Iris-setosa
+24,6.52030739095815,3.0077510627282247,4.944175565597549,1.5718002034215164,Iris-versicolor
+25,5.542901081876785,2.6642898638538592,3.838186289673139,1.202835942621907,Iris-versicolor
+26,6.5552368464030355,2.9741443674439094,5.053438785285604,1.7138802824229946,Iris-virginica
+27,4.777502020543868,3.046077049652234,1.3958936702012361,0.3033390892678421,Iris-setosa
+28,6.87203732075841,2.8813309897501904,4.632418488538508,1.5386683695317376,Iris-versicolor
+29,6.00067320539452,3.0293137773322885,4.5242620171545,1.626365818325677,Iris-versicolor
+30,7.075860630683667,2.88755272041255,4.997978887847065,1.7064462864528613,Iris-virginica
+31,5.557800825113634,4.349921539108988,1.444213849336538,0.3979516822146961,Iris-setosa
+32,6.18826955931455,2.795835706310214,5.012974909253475,1.5447846619861363,Iris-versicolor
+33,5.560099442234977,2.7978855608186812,4.64570745768714,1.2372113296231666,Iris-versicolor
+34,4.991471266110249,3.2716129689929683,1.3634804933250086,0.23723289383837,Iris-setosa
+35,5.995090780879767,3.716127050115957,1.5020071758159728,0.3544300565201246,Iris-setosa
+36,5.408198109791376,3.673578818602555,5.099613695163779,1.9341647277282505,Iris-virginica
+37,4.949976201291783,3.5054165339173826,1.7084952879853508,0.18769118281417713,Iris-setosa
+38,5.563165386509442,3.7188094000126295,1.2839498260221591,0.2268145357204404,Iris-setosa
+39,5.952777397324724,2.9205533521798053,4.58162495594639,1.5452869952890307,Iris-virginica
+40,6.552913478412233,2.6730001127844147,5.178175519692823,1.1654924863587235,Iris-versicolor
+41,5.2486056144313595,4.00347093366839,1.7298216839271918,0.39429739713737,Iris-setosa
+42,5.664536476033597,2.8759262299948354,4.47306175864157,1.603141756656718,Iris-versicolor
+43,6.504682627084197,3.150071183318573,5.723473500783006,1.9192074453743677,Iris-virginica
+44,5.6270071295268576,2.5682335088038246,3.885216787146232,1.0748722202734027,Iris-versicolor
+45,4.899377637420518,3.3593709417759414,1.5277367971931382,0.2594912371653249,Iris-setosa
+46,6.149409939368493,2.555346622073921,4.446645517110483,1.4138733945076059,Iris-versicolor
+47,5.498261259519799,2.478450470095014,4.327302553697848,1.1127069512361403,Iris-versicolor
+48,6.092102062927082,2.9020193140950905,5.106970194309328,1.4279278108464295,Iris-virginica
+49,4.62864433556127,2.3537801897411734,1.3494868650639724,0.2774844494522528,Iris-setosa
+50,7.015778992340996,3.1273589976664997,5.558458680356538,2.1693978887242342,Iris-virginica
+51,5.27050517630703,3.389535814755998,1.558491942474526,0.20517134155633582,Iris-setosa
+52,6.063411088761273,3.042397564397579,5.438631410588155,2.006591689394084,Iris-virginica
+53,6.334704939677752,2.9169897889470393,4.385817866168127,1.7056019739116624,Iris-versicolor
+54,5.835071294476685,3.244001947506917,1.4686765872626344,0.2571237747212239,Iris-setosa
+55,6.228015555880851,3.0182297749226836,4.694983056097132,1.6815562007040532,Iris-versicolor
+56,5.249458029373151,3.6577185343756993,1.5068317422799273,0.30926777998940647,Iris-setosa
+57,6.177716744952416,3.0701025324955147,4.738627245269347,1.843205607782725,Iris-versicolor
+58,6.425898231052166,2.9650109862283336,5.2146099494269915,1.6984028667240016,Iris-virginica
+59,6.960929369956646,3.349629744422042,5.506154190119241,2.2667721402471868,Iris-virginica
+60,6.4578755980993225,2.5482363409672306,4.925491218355512,1.4091255849819566,Iris-versicolor
+61,6.073781713468014,3.041729117109387,4.549075799421086,1.2434968858870796,Iris-versicolor
+62,5.970406812791481,3.0282294870854267,4.061511600649833,1.1233374596604242,Iris-versicolor
+63,5.866260261587431,2.7082243772568884,4.167996036848945,1.2726755284482882,Iris-versicolor
+64,6.346110283850631,2.735578176754815,5.408184051364582,1.8931590401237657,Iris-virginica
+65,4.650489250831901,3.0160486520146312,1.2140960514249246,0.2811187400498285,Iris-setosa
+66,5.649250564497017,2.4220885985533505,3.859109115792081,1.0905079284386883,Iris-versicolor
+67,6.984176898655649,3.3448845786590597,5.84317537776766,1.8902970088206863,Iris-virginica
+68,6.386081705164847,2.8344537300903068,4.6001155983335185,1.6501593177110772,Iris-virginica
+69,6.116786059606612,2.8536663442602865,4.666860153416905,1.5016058066635285,Iris-versicolor
+70,6.60263328593157,3.295083944358267,4.762276070421962,1.4174008740122415,Iris-versicolor
+71,5.868361265186749,2.673318147334743,5.043396236202914,1.705711105868913,Iris-virginica
+72,6.549871070198117,2.6556916604292975,5.3290259878698265,2.004855380279863,Iris-virginica
+73,6.53009665282054,2.8061839386387515,3.925662636764703,1.1703076953728155,Iris-versicolor
+74,6.4047439283755665,3.1832534719871606,5.1323119832311574,2.0465300505577444,Iris-virginica
+75,4.667490858849421,3.315192097972096,1.5682334756183147,0.20703744971868596,Iris-setosa
+76,5.905056717052034,3.1086231620200264,4.619677598827497,1.5316964990765627,Iris-versicolor
+77,6.120091079099746,2.830581017901614,4.736056054381325,1.4388803711494542,Iris-versicolor
+78,6.705143658001226,2.8579704259167524,4.682231899336377,1.3433013892039616,Iris-versicolor
+79,6.703192500526555,2.776164465620444,4.246753685234027,1.3255956585934876,Iris-versicolor
+80,6.460315284806571,3.2071668102723576,5.252985045251705,2.2147518601914413,Iris-virginica
+81,6.2776026132290825,3.3908000826832243,5.111665398414467,2.2443939439412834,Iris-virginica
+82,4.983749876535438,3.612959701488162,1.443472200930755,0.21084658715862825,Iris-setosa
+83,5.706213238597748,2.636958833793903,4.233388331525434,0.9886784838141555,Iris-versicolor
+84,5.573184443574921,2.8009812966888266,4.647384706361933,1.2042522949159944,Iris-versicolor
+85,6.917766611209034,2.7570088360056837,4.931929690408396,1.7935514353150563,Iris-virginica
+86,4.5650559734013125,3.3830234387153926,1.528372083243525,0.2237101008520897,Iris-setosa
+87,4.958782867183376,3.530303107783809,1.397131398153336,0.32692608716433696,Iris-setosa
+88,6.095210918234838,3.2113583533358745,4.919101852336961,1.8686376614279256,Iris-virginica
+89,5.262381723292236,4.075323783155785,1.5342484168254231,0.27783820895501476,Iris-setosa
+90,6.3738446075171575,3.1074990206298185,5.473259084971144,2.247749886531141,Iris-virginica
+91,5.162217740688157,2.7119578814433734,3.1077172262484787,1.197272034263663,Iris-versicolor
+92,5.661030515802553,2.4188308318742657,5.1449904868826595,1.6499302061701937,Iris-versicolor
+93,5.4442984809610895,2.6426288718314783,4.263872212883028,1.2140329225165223,Iris-versicolor
+94,5.055598329308509,3.312207740830707,1.5810210454391225,0.4330830568337791,Iris-virginica
+95,6.4215713043148765,2.990258650518025,4.9443625574188665,1.6762734734274751,Iris-virginica
+96,4.243613666094425,2.8599936233349403,1.0401981749051488,0.13665535797256212,Iris-setosa
+97,4.771242865600038,3.032176261468341,1.59811239603704,0.33054031903332803,Iris-setosa
+98,4.903010343749154,3.197182758690252,1.4150947210608378,0.27359138826021523,Iris-setosa
+99,4.226760644589014,3.4992632362632983,0.9546499591413571,-0.007529045881871144,Iris-setosa
+100,5.890259823414684,2.8690849730854793,4.789334431297593,1.4051710051605948,Iris-versicolor
+101,7.26527245767131,3.2268629379090266,5.211282115804498,2.642466553125047,Iris-virginica
+102,5.190708728897516,3.673316239141325,1.4417087845087602,0.4146748571004668,Iris-setosa
+103,4.886757401201105,3.726448628335807,1.7460588066121119,0.24344845084170222,Iris-setosa
+104,6.975266346616386,2.79648344438404,4.834412430185347,1.517475242198531,Iris-versicolor
+105,5.437722077083935,4.246681407295165,1.311019084984284,0.22934155831457143,Iris-setosa
+106,6.145474414966588,3.0172196374583384,5.129647760533864,2.066645378571825,Iris-virginica
+107,5.041756651755124,2.9731626085731593,1.522900790706035,0.19546712213084894,Iris-setosa
+108,5.8351100246278875,4.187728773476241,1.623847967641847,0.40807399628029595,Iris-setosa
+109,7.231618382871586,3.247119627806872,5.042215230184434,1.433778524623814,Iris-versicolor
+110,5.740365550165116,2.9417114661400494,5.258856627189636,2.065567415522561,Iris-virginica
+111,5.986215057726809,3.1889968303350784,4.8899720224434144,2.2233359984800933,Iris-virginica
+112,6.69605742706107,3.0994287872103885,5.394974641336397,2.197633917440956,Iris-virginica
+113,6.3114852949468405,3.250125064281734,5.216120143890118,1.7897142631316534,Iris-virginica
+114,6.296702915229746,2.92472903677466,4.27124000924207,1.1839487943939089,Iris-versicolor
+115,5.61488070176215,2.9401187637757396,4.643351368482642,1.3795454737901007,Iris-virginica
+116,4.911607165809686,3.195053196852547,1.6440178642416283,0.343083189125126,Iris-setosa
+117,4.613436935151084,2.8277489006354637,1.1754807380528705,0.11808868569181155,Iris-setosa
+118,6.329964343614171,3.0030006546847754,4.621862540083668,1.5449134430983047,Iris-versicolor
+119,6.357901384336171,3.185034577724148,5.197073784011279,2.002574947273592,Iris-virginica
diff --git a/iris/tvae/3/25/test.csv b/iris/tvae/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/25/train.csv b/iris/tvae/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/25/val.csv b/iris/tvae/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/26/synth.csv b/iris/tvae/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b64621cf177f706415ca7ffe64ef5523ae464ad
--- /dev/null
+++ b/iris/tvae/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.915167482599809,2.7049130017062053,5.55260096366975,2.0593817453724146,Iris-virginica
+1,5.870360460809025,2.9906818460282674,4.733149927533868,1.3673164649070457,Iris-versicolor
+2,4.503262559359788,2.7423896162248584,1.2978316586308423,0.15345665052179017,Iris-setosa
+3,6.897508877799846,3.230551437023514,5.720733873921624,1.8892859337532462,Iris-virginica
+4,4.915072645911133,3.335135085233482,1.5958210266151645,0.3303111531713847,Iris-setosa
+5,5.141687258798768,3.453002283560347,1.7172810810744343,0.37552424529588835,Iris-setosa
+6,5.008786835919367,3.5527451528255742,1.4665648025048605,0.29133136968839857,Iris-setosa
+7,6.6373232753559375,2.854681556549726,5.850892937350184,2.0218225561321153,Iris-virginica
+8,6.737843781540402,3.013518889500128,5.873390661531273,2.040533569334721,Iris-virginica
+9,5.357848543730599,3.6007290183452128,1.5631506992850188,0.2558533924589045,Iris-setosa
+10,5.934177812605875,2.60503562435168,3.787430450059885,1.0847401567150123,Iris-versicolor
+11,6.276828140929156,2.6837497421939114,4.6520839497678885,1.341264850391259,Iris-versicolor
+12,4.961361861665325,3.451660754992094,1.5866804486343726,0.15350026478455392,Iris-setosa
+13,6.406739056623682,2.9882136394338574,5.208573383544979,1.8167194358422343,Iris-virginica
+14,5.8627660566589785,2.598089685191422,4.468107156907271,1.6214972532958625,Iris-versicolor
+15,5.81884195662433,2.7726542479841716,5.208015009408965,1.6949602214280484,Iris-virginica
+16,5.379302486458044,2.731172770639231,4.6545274731190265,1.6701479360197733,Iris-setosa
+17,4.759096602489385,2.7547470687929096,1.3798972307568047,0.11796563685751993,Iris-setosa
+18,6.953797855155592,2.8977004966506548,6.095443830249475,2.0144575579761415,Iris-virginica
+19,7.073211353492903,2.6994055301296314,4.988247653124569,1.3677247494566416,Iris-versicolor
+20,6.380163880409478,2.871557058497682,5.3167558660497445,1.4368856977086817,Iris-virginica
+21,6.025312718480133,3.1456899486429464,5.013783367243605,2.034434671863633,Iris-virginica
+22,5.160500867816425,2.8400561214404636,3.5729822828651487,1.203830253074407,Iris-versicolor
+23,6.382610313285394,2.834453101527192,5.029707537102607,1.8422772177995417,Iris-virginica
+24,5.145005254910355,3.7020633124374553,1.3497551846302511,0.31170070206940004,Iris-setosa
+25,6.141566924380741,2.8583122906760523,5.2373371774078255,2.035906852678093,Iris-virginica
+26,6.164201456999093,2.9201949265739158,4.664646024349041,1.5347095709206058,Iris-virginica
+27,6.580252994289783,2.99313832736021,5.426186045116989,2.1313826878081144,Iris-virginica
+28,7.290014621021007,3.5036757837766395,5.628852257569777,2.3160611322203826,Iris-virginica
+29,6.496046879069181,2.899854206019067,5.0079676099145205,1.7055553803666952,Iris-virginica
+30,4.829109422121773,3.4829613789191116,1.3740975684784351,0.16315337669273727,Iris-setosa
+31,4.836587270851689,3.281143424177523,1.5527475761092362,0.2519031146948559,Iris-setosa
+32,5.163679338267128,2.652870786854915,3.3917345668743195,1.0119402111630509,Iris-versicolor
+33,5.0210749061606315,3.433346589077597,1.4897190077420142,0.21678906165115858,Iris-setosa
+34,5.022810968162988,2.590542977724196,3.7202491836393303,1.1593793235296945,Iris-versicolor
+35,6.9646353580641325,2.893447110419298,5.170793720064053,1.8080807732062802,Iris-virginica
+36,6.5536304587820045,2.8857826545984633,4.967959234627325,2.160932123751542,Iris-virginica
+37,4.745593455669671,3.0616644063734455,1.5005757085504046,0.20163780235928905,Iris-setosa
+38,4.999933507913815,3.856205337113307,1.6134869885827339,0.4276581451098772,Iris-setosa
+39,5.230074159784123,3.2948328789998023,1.6723730479762189,0.2554316597018482,Iris-setosa
+40,5.724554018739747,2.6899150734281845,4.433286779644807,1.3637255056608335,Iris-versicolor
+41,5.305236973491495,3.8761427747629362,1.5167131860729202,0.23427717200545656,Iris-setosa
+42,5.116392356934949,3.7520359268378627,1.55839944708349,0.24845071920683326,Iris-setosa
+43,4.93213347224017,3.5670850470069717,1.4173970025399354,0.314545032342364,Iris-setosa
+44,6.975624514950304,2.992081041497893,5.7228186943283275,2.1355794605658973,Iris-virginica
+45,7.072474814800245,3.172242424736109,5.401204901826802,1.835390692456078,Iris-virginica
+46,5.651458064136999,3.0334828496408566,4.320680030462867,1.5514742343227999,Iris-setosa
+47,6.159638746969095,2.8910343872801905,5.438611047579364,1.6836969260746264,Iris-virginica
+48,6.420204469934865,2.703542716335961,4.6968254880257145,1.4631937393027161,Iris-versicolor
+49,6.461562207534835,2.930773467074936,5.440313936965954,1.6811521762724384,Iris-virginica
+50,6.268425117718499,2.9896177183922834,4.391621647720758,1.4504681662100833,Iris-versicolor
+51,5.871003688659125,2.8161736908618002,4.0734332232950585,1.3365627955697557,Iris-versicolor
+52,5.301333650701132,2.7707390745414853,1.3130569122411218,0.19913837913089183,Iris-setosa
+53,6.44189441868941,2.841424512871076,4.638059395413318,1.463064707786369,Iris-versicolor
+54,6.616511032706012,3.1804516957722897,5.454355812750196,2.292564843793861,Iris-virginica
+55,5.940133873690723,3.0744643784611165,5.2021158289843425,1.7686753057343942,Iris-virginica
+56,6.432930865342708,2.6632594476099567,4.486090387444024,1.5062366761840793,Iris-versicolor
+57,5.8056956834327,3.1174403041161427,4.647585232465417,1.5896992702410155,Iris-virginica
+58,5.085441847119661,3.5980660006718708,1.5493633920159748,0.261592607442713,Iris-setosa
+59,5.122311311516166,3.3946441493983825,1.3694944716273119,0.18322157274893147,Iris-setosa
+60,6.604191078875119,2.9745471188923043,5.379190041824496,1.7239459108458581,Iris-virginica
+61,6.094716608920936,3.0247360735643016,4.33677127048655,1.480629612829134,Iris-versicolor
+62,4.9911289063639455,3.632203809628158,1.3647007221987553,0.26198595665354546,Iris-setosa
+63,6.705436963751628,3.164425253811874,5.331597808252932,2.2030398141034366,Iris-virginica
+64,5.372495622635543,3.0060106641314346,4.180720995473687,1.3621407926604174,Iris-versicolor
+65,4.9024480761348785,3.2246507316840964,1.5432168823788208,0.2767749416856791,Iris-setosa
+66,5.095300280867128,3.498542832383395,1.5021877289150798,0.23005906284019512,Iris-setosa
+67,5.821712193078339,2.922362260501894,4.607665315449467,1.7375231495385783,Iris-setosa
+68,5.373662775608794,2.3385217857396885,3.973870174488486,1.1968868855652008,Iris-versicolor
+69,6.448807536760582,2.705265910850738,4.920080968160136,1.8586697659926574,Iris-virginica
+70,6.452866672370022,2.9299030814685194,5.506505252863401,1.8637852835128308,Iris-virginica
+71,5.206557286292838,3.8688217819445505,1.4552778926509633,0.3150167450283776,Iris-setosa
+72,6.350671479493239,3.127936766919344,4.9742577651574305,1.9760266362522099,Iris-virginica
+73,5.293389484896448,3.977383718520099,1.44995877189605,0.25041664261204616,Iris-setosa
+74,5.427791179089368,3.4021349821472344,1.5799904506808422,0.3606288883292517,Iris-setosa
+75,6.828502312126743,3.1900872257671926,5.559478654243674,1.826528926608465,Iris-virginica
+76,6.281223447788244,2.7792864652038274,4.608298031020031,1.5801014809188718,Iris-versicolor
+77,6.482374209044873,3.0822752810527474,5.172921928297917,1.7745197642394683,Iris-virginica
+78,6.459184321193952,3.149489207598541,5.093298481900916,2.1785414231433595,Iris-virginica
+79,6.041452199049154,2.762997595596789,4.758181578662816,1.7886104922657928,Iris-versicolor
+80,6.077440550957949,3.215512528388015,4.683778157987029,1.9826661153583671,Iris-virginica
+81,6.510367565389728,3.1182689218637445,5.3947792797918,1.96086265483597,Iris-virginica
+82,5.929870285169818,2.806055181551246,4.9425488853908375,1.7427633903101127,Iris-virginica
+83,6.249806997663991,2.872041621801905,5.448856180372194,1.454690453106429,Iris-virginica
+84,5.9493330475093416,2.9019188875675903,5.204293187476489,1.5414472352345614,Iris-versicolor
+85,6.128525872463417,2.945598740669874,4.10232844973584,1.147629381109798,Iris-versicolor
+86,6.280194007368374,3.1874624282145305,5.42169521311557,2.1855121407107774,Iris-virginica
+87,5.803755300189301,2.8975258660177112,5.8103393988129755,1.6085395467568957,Iris-virginica
+88,6.362074321025023,3.046995261040907,4.081430229903346,1.380139970733999,Iris-versicolor
+89,6.761152867873124,3.538233532801364,5.256748132955907,2.193033550524417,Iris-virginica
+90,6.5981353366360365,3.1774417221101325,5.354171761680709,2.4168259916614687,Iris-virginica
+91,5.278989244758784,3.091189077564843,1.5985237746942256,0.2975735376320351,Iris-setosa
+92,5.724992121350693,2.969558041120718,4.580491566898393,1.274893216422282,Iris-versicolor
+93,6.65105114248048,2.8854494797339325,5.331148417165791,1.815307475672458,Iris-virginica
+94,6.024702799951378,3.0764492204184104,4.675142212291032,1.6464128505798397,Iris-virginica
+95,5.629945709865371,3.6139114590601844,1.4942904192672395,0.2917396193711807,Iris-setosa
+96,5.132623383200972,3.167090014768186,1.3096337651571184,0.07172133476684381,Iris-setosa
+97,5.733953380345247,2.895608953900033,4.923492713360824,0.2161380031748604,Iris-setosa
+98,6.861900903611718,2.8630748629603646,4.502783985556803,1.5427759775170617,Iris-versicolor
+99,5.825012742885959,2.6612128368166403,4.7817029891188545,1.5457185289203657,Iris-virginica
+100,6.29660187866899,2.9811124831938027,4.518710189576194,1.3308127150322138,Iris-versicolor
+101,5.259972650151169,3.8874288500900964,1.3943036360206147,0.3289691726148618,Iris-setosa
+102,5.255324474117442,2.617308021846172,4.640768768519099,1.4564970886458095,Iris-versicolor
+103,6.73733605631219,3.0557568568572844,5.915678151285933,1.6340876071682973,Iris-virginica
+104,6.295953857416548,3.0814163644611314,4.950935016071825,1.6753457451618547,Iris-versicolor
+105,4.883665967218864,3.407771569078453,1.3255107567513984,0.1867607375724152,Iris-setosa
+106,5.147923662572866,3.8050013372538967,1.4827075186275505,0.2613245356420773,Iris-setosa
+107,6.793844701774426,2.7583789255603204,5.607495358958481,2.2211783459755376,Iris-virginica
+108,6.105818326602163,2.779827399941807,5.200660426070326,1.813709013021301,Iris-virginica
+109,5.913288767396763,2.941167863362355,4.54557610794185,1.3778159383299848,Iris-versicolor
+110,6.5217126894017206,3.0337921463654203,5.375013013347792,1.875237872594727,Iris-virginica
+111,5.308484464050168,4.028441444192239,1.3873345668634522,0.23691327585858227,Iris-setosa
+112,5.303721707947162,2.64821569863601,4.762093504980844,1.4236552893769856,Iris-versicolor
+113,6.0998922020440745,2.958991695901223,4.680109632624126,1.3762773008421858,Iris-versicolor
+114,5.212768774595952,3.547354974164957,1.434691332818381,0.3354315348110647,Iris-setosa
+115,6.519331292312347,2.774002941311964,4.343072998411298,1.126544870075963,Iris-versicolor
+116,4.777721337663447,3.336861530329009,1.5358056094526047,0.2466284777888291,Iris-setosa
+117,5.793276014730063,2.524459282175885,3.619376781196388,1.0187146136221923,Iris-versicolor
+118,5.787833512635474,3.0585575817017996,4.626096643485801,1.3513579665222275,Iris-versicolor
+119,7.24321249739328,3.202184198813156,5.72121335713292,1.9059493190436363,Iris-virginica
diff --git a/iris/tvae/3/26/test.csv b/iris/tvae/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/26/train.csv b/iris/tvae/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/26/val.csv b/iris/tvae/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/27/synth.csv b/iris/tvae/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5443a1a55c7f45a87256dd0a9244b5381b7f1720
--- /dev/null
+++ b/iris/tvae/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.4776743103741286,3.1763307341339098,4.8607608127635435,1.5558947816017161,Iris-virginica
+1,5.048723958858756,4.017029118074269,1.3767456295946812,0.18685249153005506,Iris-setosa
+2,6.478075771608234,2.8153580747307787,5.30598104194592,2.1994884690826884,Iris-virginica
+3,5.116719936845119,4.151516376589331,1.3739283225804033,0.23028285676365007,Iris-setosa
+4,6.678522732861185,3.364121603982946,5.638975584195002,2.3901493210693685,Iris-virginica
+5,4.636654374829351,3.096059898985399,1.3482117357513825,0.1340877921924451,Iris-setosa
+6,7.080003290505117,2.9925502068317327,6.084487625651393,1.6891531142229854,Iris-virginica
+7,6.666930088376103,2.912644291579776,5.251989913214442,1.5279099872461497,Iris-virginica
+8,6.714034835720234,2.9541311538265966,4.518031831349379,1.5606281793672823,Iris-versicolor
+9,7.498507117641731,3.2722435933811354,6.359680308588863,2.376976927298035,Iris-virginica
+10,4.262655411501512,3.0784109214221944,1.2438206577101876,0.1797361879280241,Iris-setosa
+11,4.92213414492243,2.984085177851357,1.4068052687420733,0.10051022585130057,Iris-setosa
+12,5.017535976690777,3.7102149908466315,1.332807338417502,0.311420410069402,Iris-setosa
+13,6.792492281977186,3.054481812615121,5.7400249673273995,2.0118283723777606,Iris-virginica
+14,4.708797485841501,3.860411948756187,0.9881487502397961,0.043227185892201175,Iris-setosa
+15,6.4176785125929,3.139750953170163,4.243773397973656,1.2679400952776618,Iris-versicolor
+16,4.5470992793736675,3.286490487120462,1.2062583088997054,0.2290275326826625,Iris-setosa
+17,6.267590349942644,3.477523229802908,5.076171560303894,2.0982300131344473,Iris-virginica
+18,5.281022844906441,3.6364928821707125,1.535032608232029,0.3997957687578526,Iris-setosa
+19,4.8632946529369105,2.4745731795045307,3.204423601469087,0.8584797283536282,Iris-versicolor
+20,4.82340005020966,3.576218144906805,1.3290946149557186,0.1575516289433197,Iris-setosa
+21,5.756504679159751,2.7217585482288844,3.9855021731974762,0.9754270394029378,Iris-versicolor
+22,4.832220726881826,3.3608369137263936,1.7297681173018233,0.2999408634046793,Iris-setosa
+23,6.3813807839699495,3.045361119672631,4.392516737160299,1.558819508881471,Iris-versicolor
+24,5.1212825041186445,3.5697847256543658,1.6814690066283269,0.33540811796510084,Iris-setosa
+25,5.639342547755243,2.903295680196929,4.900460861949456,1.379517929645055,Iris-versicolor
+26,5.369031134829442,3.5366897665254475,1.350984934233567,0.2873334198899945,Iris-setosa
+27,5.986047803202168,3.021806762710019,4.84354883683791,1.6600090748190983,Iris-virginica
+28,6.799659696253584,2.972857168371102,5.335903482849415,1.8266454434418713,Iris-virginica
+29,5.587936544025891,3.6427658855172504,1.5688020699630294,0.38498611233915503,Iris-setosa
+30,6.7630380544063575,2.633571247951066,5.613141729120287,1.6894301841706802,Iris-virginica
+31,7.564699206805677,3.875568950957807,5.825821371811267,2.268980123848336,Iris-virginica
+32,6.713401971420241,3.0202870710352565,6.019066758490281,2.438390702300823,Iris-virginica
+33,6.321583471128825,3.1814853963777594,5.358912083157891,2.3110630110236565,Iris-virginica
+34,5.267721083043593,2.665770994222644,3.1770868715145237,1.2099208640593022,Iris-versicolor
+35,5.562685593345857,2.763093061162767,3.8627658561384255,1.158710504841327,Iris-versicolor
+36,5.967053155696269,3.055546364299394,4.2519681451534455,1.6772425903639365,Iris-versicolor
+37,6.773664192611656,2.8632395011269947,5.244832365210771,2.1045560212862435,Iris-virginica
+38,7.229019653920585,3.298847351734361,5.959180084059077,2.122096351241553,Iris-virginica
+39,5.078675444513889,3.0310547434673225,1.5529824996068045,0.18371862510899195,Iris-setosa
+40,4.549247441117331,3.202119559748422,1.3821152211816634,0.042320953123548666,Iris-setosa
+41,6.4672931054628195,3.024299261630237,5.340566732701782,1.8126991341493743,Iris-virginica
+42,7.638586514164743,3.862285284737114,6.000694035423359,2.2783343742090416,Iris-virginica
+43,4.852831795860168,2.8909052032757074,1.4582362633373198,0.20623182980766933,Iris-setosa
+44,6.65301388704643,3.541630892182362,5.389893699775093,2.241085839083905,Iris-virginica
+45,6.732649227903021,3.013132857395249,5.298629601035643,1.90994892444477,Iris-virginica
+46,6.169384810653402,3.0498086017007613,5.248367294807693,2.0321876183550174,Iris-virginica
+47,5.646915306896346,3.5507062682646833,1.843669189310464,0.4106962485701596,Iris-setosa
+48,5.338272320126381,3.383451998772667,1.6643162542593968,0.2947535613102126,Iris-setosa
+49,5.684379068245139,3.106914491893475,4.055226268441475,1.316598159581277,Iris-versicolor
+50,5.809143975587142,2.60942440551963,3.8650010198370577,1.222803180192557,Iris-versicolor
+51,5.851804938648639,2.907501021671968,4.218843607776161,1.4334200472072511,Iris-versicolor
+52,6.542650769246657,3.2614961370805524,5.281612549991231,2.1248887619323376,Iris-virginica
+53,6.488884465410415,3.306511575921955,5.412947333987589,2.2654059506650164,Iris-virginica
+54,5.130994872240809,3.506253105902102,1.3408620854058142,0.13204396263308257,Iris-setosa
+55,6.034788360825093,2.873855062527818,5.31207375254356,1.769385349680882,Iris-virginica
+56,6.315700238525897,2.518757821360436,4.417298793869866,1.3802366510944692,Iris-versicolor
+57,5.218802424813627,3.4696438075015936,1.4050134990168401,0.21074248013242816,Iris-setosa
+58,4.700417478087484,2.994295051581305,1.163192107998602,0.30490517678346374,Iris-setosa
+59,4.431573903545428,2.33752234080494,0.970670910968658,0.14505418043775603,Iris-setosa
+60,6.403051753201337,3.1967431343858963,5.610618256427088,2.3129186044258145,Iris-virginica
+61,6.128446444925188,2.920546856691306,5.348523427445647,2.19830182360084,Iris-virginica
+62,5.93928404922419,2.936902484437225,4.378487677268882,1.7114798254427386,Iris-virginica
+63,5.630535441997505,3.958240199199275,1.205298316299253,0.22176060150294746,Iris-setosa
+64,7.595070540281827,2.7491149012882543,6.274322976083902,1.8704910580672247,Iris-virginica
+65,6.5543265891858224,3.3029591828788476,5.7274712383101125,2.2407603995448775,Iris-virginica
+66,4.971706531178312,3.661784284886275,1.66858980614181,0.2768584160306007,Iris-setosa
+67,5.058504021074336,3.860322472525416,1.2878225160192063,0.24852160892100286,Iris-setosa
+68,6.4073734324577805,3.029688242514342,5.320092512522561,1.7593583054865296,Iris-virginica
+69,6.882045725479227,2.8927182227202084,5.920315478711305,2.3100882611883016,Iris-virginica
+70,7.425375847121469,3.0385293586289523,6.592698894857052,2.1287538355525415,Iris-virginica
+71,4.486168170083581,2.9462202953055274,1.499271904572448,0.11848341223612538,Iris-setosa
+72,5.42143931898123,2.9461905867506024,4.237512034815033,1.3557835956215427,Iris-versicolor
+73,6.231018084103174,2.977920899186587,4.678905591243844,1.9218480802594025,Iris-virginica
+74,6.1041588667899,2.8133949084451912,4.693220483688782,1.6768310758271892,Iris-versicolor
+75,5.110823891582261,3.6233350376700932,1.397663489662831,0.17852992056031364,Iris-setosa
+76,5.687649681523886,3.050317322852678,4.09864211615317,1.4461986841253776,Iris-versicolor
+77,4.917806882084566,3.558694116267575,1.565697271761244,0.21442794057273687,Iris-setosa
+78,6.331346841528098,3.543315801902941,5.556125621227835,2.0995981908842056,Iris-virginica
+79,5.235042329154966,3.270952769102502,1.658116636796686,0.2972312923904228,Iris-setosa
+80,4.73537190581227,2.784270789618195,1.616863053299819,0.2706687177043988,Iris-setosa
+81,5.465376510314287,2.3149819412947163,3.806866467074497,1.4117418158896444,Iris-versicolor
+82,6.567287429172119,3.641984002568686,5.286868837881183,2.089306407645727,Iris-virginica
+83,6.129585929398119,2.863708973510227,4.910316425368161,1.3467422795273811,Iris-versicolor
+84,6.546384754147035,2.9159946374916084,4.275195691556988,1.2492790001098324,Iris-versicolor
+85,4.7335748761837415,3.7185242739813433,1.3759061189636321,0.17098125623544286,Iris-setosa
+86,5.032680700262207,3.358754125923923,1.4071276596688762,0.22603764449226024,Iris-setosa
+87,4.887653425126327,3.6509060180730724,1.7245214751768079,0.380700803499704,Iris-setosa
+88,6.836523012237617,2.644802260332571,5.967360374971494,2.061716212254429,Iris-virginica
+89,5.571880256720702,2.829395246210314,4.5150571431292335,1.6223482768990887,Iris-setosa
+90,6.619513018752274,3.287694288402,5.445233869426247,2.2994570394691083,Iris-virginica
+91,5.786588865756425,2.888888435797744,4.467102683426704,1.325632083197277,Iris-versicolor
+92,5.082539077214086,3.556624236450934,1.4384042148604717,0.3783755455952746,Iris-setosa
+93,6.90179590869314,2.884555875799637,5.202457264714559,1.743255428814018,Iris-virginica
+94,5.598781856378278,4.250367891661783,1.398320702547299,0.22880732854390468,Iris-setosa
+95,6.826343113705066,3.1879382610570492,5.976752890804145,2.418206168828177,Iris-virginica
+96,6.485687518268942,3.258248735112524,5.101111787919158,2.1352367515447206,Iris-virginica
+97,5.380095752513536,2.543664269293694,3.7821632185349245,0.8730865922590304,Iris-versicolor
+98,6.3105179363714665,2.8735115072841197,4.177262153662644,1.2097595903790594,Iris-versicolor
+99,5.983509097382753,3.077971012846272,4.481742886223937,1.4611250346864122,Iris-versicolor
+100,3.967524639257369,2.529549014289119,0.9093207401507818,0.2095939034649441,Iris-setosa
+101,6.378895685816989,2.969277595764396,4.36286210054773,1.3767110672287566,Iris-versicolor
+102,6.729628347279668,3.4564386511578276,5.502619809480977,2.41806295587144,Iris-virginica
+103,5.898655478385535,2.525505513047108,4.404592375865572,1.5401976621715958,Iris-versicolor
+104,4.973771917816058,3.5422403264382027,1.5584257432392772,0.24327091349917004,Iris-setosa
+105,6.11508963319006,2.9377923647723803,4.25301758258853,0.9934358806186804,Iris-versicolor
+106,4.802305973680086,2.9637085320239365,1.478209818598453,0.14998006141170486,Iris-setosa
+107,6.260983686033494,2.675118483630174,3.7354873901109866,0.9655902884842756,Iris-versicolor
+108,7.750494673009813,3.226742180909641,6.697773927329543,2.2637929009067475,Iris-virginica
+109,4.947795684458548,2.1219008396163135,3.298046184720018,1.1578489179097011,Iris-versicolor
+110,6.881422074424497,2.8123733032351232,5.808050046891,1.7653857828760864,Iris-virginica
+111,6.076001848668987,3.4872647204315848,5.580752346536031,2.1554884643893186,Iris-virginica
+112,7.204593059847661,3.2834620544153688,5.5626201917253875,2.4598169752553116,Iris-virginica
+113,6.6217698466396895,2.6733322667318635,5.160437667210283,1.6738983504251943,Iris-virginica
+114,6.718350908983635,2.9962045168799145,5.692078806046262,2.1094035990473055,Iris-virginica
+115,5.194908914200357,3.8727711974978085,1.383099880059347,0.3598504062612406,Iris-setosa
+116,6.212090952768331,2.691829850924668,4.858677139351417,1.9313812576251768,Iris-virginica
+117,6.682807902015401,2.871172548876108,4.938377440639003,1.4665688735032076,Iris-versicolor
+118,6.35082597583451,3.0681494630726927,4.811777603281785,1.8087391056723288,Iris-virginica
+119,6.57834625707562,3.3437608256157683,4.988496024305548,1.405309637028807,Iris-versicolor
diff --git a/iris/tvae/3/27/test.csv b/iris/tvae/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/27/train.csv b/iris/tvae/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/27/val.csv b/iris/tvae/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/28/synth.csv b/iris/tvae/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9125310149a9ba74a292f3fc8e7ecb6153f52b76
--- /dev/null
+++ b/iris/tvae/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.527251581759211,3.0233433458952312,1.3838037116365272,0.14009973679926813,Iris-setosa
+1,5.5511863291689005,3.9042847946329107,1.4603899177139483,0.1503589157681393,Iris-setosa
+2,4.823851510898435,3.5262100807393733,1.484211646457854,0.23415130781891727,Iris-setosa
+3,4.485747623292518,4.4356448646831375,0.9264145836033836,0.024341709853470533,Iris-setosa
+4,6.240732074543142,2.690678165384021,4.6573238740144,1.540948928501625,Iris-virginica
+5,6.052347394123298,3.0232192290308997,4.688581332150456,1.4487170459054959,Iris-versicolor
+6,6.976034795333284,3.4737100989784526,5.47347291812446,2.3351615040467197,Iris-virginica
+7,6.083188942351541,2.9646457691317125,4.932229846158905,1.8281212379584837,Iris-virginica
+8,4.188849681450934,3.510597147473095,1.0900329480346667,0.11307328210646977,Iris-setosa
+9,6.248815518587882,3.003912998333598,4.729025484938273,1.6388837599527772,Iris-versicolor
+10,6.616909901270009,3.447494642679022,5.922568434087645,2.2448740598006043,Iris-virginica
+11,7.354444737637659,3.5602228995964484,6.678744228313148,2.3216908539234655,Iris-virginica
+12,5.164929687622406,2.0530140422886443,3.462753648341823,1.0373404095944325,Iris-versicolor
+13,6.424922413913896,3.065045446135516,4.193852638677269,1.226029930587029,Iris-versicolor
+14,6.818051998662372,2.9118591488694694,5.147915433771664,1.5134421957711464,Iris-virginica
+15,6.911918344467887,3.0352229123399117,4.566983800366315,1.1786089289267987,Iris-versicolor
+16,6.3216765326799145,3.224576136841196,5.375713667159879,1.9374479662568902,Iris-virginica
+17,6.493416196216803,2.763602084742644,4.392139533382398,1.5419911677806473,Iris-versicolor
+18,4.697354250687649,3.4589144464984294,1.418969841940436,0.25089424693481926,Iris-setosa
+19,5.334890943029563,3.2266331266887214,5.120848147597713,1.9206460372495355,Iris-virginica
+20,6.083398509076361,2.9355365963650493,4.951047559812049,1.5397688562741279,Iris-versicolor
+21,5.082686222058238,2.2538806094592694,3.939371607732832,1.367948273953198,Iris-versicolor
+22,7.388182706056122,2.854121922806378,6.079578265637937,1.8897568581024617,Iris-virginica
+23,4.6493888452964915,3.695924154518497,1.3090199429489755,0.1975580584957493,Iris-setosa
+24,5.247069783672446,4.041816710647218,1.1263087362586268,0.14880952323193475,Iris-setosa
+25,6.1403041904921105,2.878706426659147,4.651161416282772,1.423426539398302,Iris-versicolor
+26,5.749226934630429,4.069660405045867,1.331262640675948,0.15800607979374132,Iris-setosa
+27,6.217102026334312,2.9387112986257273,5.242334086911541,1.7695027783259183,Iris-virginica
+28,7.5454271321753446,2.8921877142557846,5.6833893019761685,1.7420126702486523,Iris-virginica
+29,5.556865357260255,3.0860473754704008,4.233139720173602,1.1820586242138824,Iris-versicolor
+30,6.147079921636381,2.632286861853525,4.4259547869274005,1.1885259712961453,Iris-versicolor
+31,4.655439390459569,3.1494607759083375,1.3317317371069355,0.15335656282206664,Iris-setosa
+32,6.369120708488869,2.9536756529578447,4.21453451600588,1.3955696908816424,Iris-versicolor
+33,5.117261069549421,3.684122563659541,1.4400125716577643,0.1130214816790234,Iris-setosa
+34,4.905769070326334,3.285709285471616,1.5269765693584136,0.3260118491688603,Iris-setosa
+35,5.98760571689925,2.72161298631845,4.853147088972551,1.8018145122072364,Iris-virginica
+36,7.264385845363722,3.4037227800023153,6.11770102463659,2.0777581799060982,Iris-virginica
+37,6.431701508419596,3.049181340376257,4.920529133421194,1.575125771109601,Iris-virginica
+38,5.714637824239534,2.6699308770717884,4.4723204580369105,1.5239769913170464,Iris-versicolor
+39,7.064284410192253,3.224249489813741,5.897952457617321,2.048236815446441,Iris-virginica
+40,5.36190979340379,3.425348553100192,1.9266290911519088,0.5371891197229296,Iris-virginica
+41,5.171543921572853,2.3763100443760106,1.1418819544606567,0.06380249465044321,Iris-setosa
+42,6.873659059373227,2.9010601670214546,5.522219217667926,1.7698782121778773,Iris-virginica
+43,5.629258761599431,2.858123525452323,4.513665633227187,1.4976679058343147,Iris-versicolor
+44,6.739971349731018,2.8177261071582924,5.501468345207033,1.8208740116486053,Iris-virginica
+45,4.6519741109095785,2.997711921931106,1.372847756043896,0.1282056677225862,Iris-setosa
+46,6.490984983689377,3.0236348196702565,5.5878554435102545,2.528259700149566,Iris-virginica
+47,6.939343734139006,3.248258337762838,5.504515972406961,2.1166646707411925,Iris-virginica
+48,6.0862823763966665,2.858727619497013,5.0120210288625975,1.4592538707267768,Iris-versicolor
+49,5.818233311117823,2.5824722809277185,3.9839456883988533,1.1789926156152137,Iris-versicolor
+50,6.28441932474367,3.546488472642243,4.153705057017065,1.4320348237872216,Iris-versicolor
+51,6.058988606561602,2.647727497230771,4.196847012931278,1.2731156867382594,Iris-versicolor
+52,5.79030132067521,2.922660723472031,3.83872401303587,1.0717716374233146,Iris-versicolor
+53,5.522160525594122,2.132109365308983,4.246109210017668,1.3281584983183634,Iris-versicolor
+54,5.700153576332962,3.485769952913108,5.2796555103130345,1.8611409084656234,Iris-virginica
+55,6.188791486232612,2.688900238844263,4.860055408485549,2.0425418296323414,Iris-virginica
+56,6.4748372078546925,3.466582952393083,5.36153807343918,2.3708504677005173,Iris-virginica
+57,4.903555170137253,3.5063961015750977,1.5460739431967754,0.29935163089374567,Iris-setosa
+58,4.595907204161637,2.908714850756336,1.545681364514847,0.042324786858308816,Iris-setosa
+59,5.029041207012451,2.96169086166645,3.862683146807196,1.1777619631843925,Iris-versicolor
+60,7.076177115728892,2.9398761434906313,4.751136994206306,1.4227943893451247,Iris-versicolor
+61,5.6645971130623085,3.0634626447526085,4.181940901341816,1.4127042772034097,Iris-versicolor
+62,5.972069761505053,2.9455749185288727,4.770526990336733,1.6317754172018355,Iris-virginica
+63,6.4699640712954345,3.230157610074044,5.157671778835073,1.5696283526148929,Iris-virginica
+64,6.983672926920036,2.4582186139574764,4.577443383420486,1.1768128934955846,Iris-versicolor
+65,6.153841531197362,2.610882924391912,4.168048986483943,1.3131517929137635,Iris-versicolor
+66,6.767601802363804,2.8441750372117016,5.0674212328578205,1.6976864624937698,Iris-versicolor
+67,5.515991214665494,2.8142713356516853,1.294931794802518,0.13645753340547404,Iris-setosa
+68,5.009120860120745,4.044614689276421,1.6250692555201751,0.29731045985864124,Iris-setosa
+69,6.683559058606478,3.6450282154088307,5.424517718201185,2.2824500683142976,Iris-virginica
+70,5.284307131059823,3.2633967702976703,1.3881319288587222,0.2563310183276222,Iris-setosa
+71,6.300898693903164,2.7056930859600317,4.646921631747796,1.3510145433215186,Iris-versicolor
+72,5.614137985854097,2.747970969724075,4.7284127656471195,1.4954330435455125,Iris-versicolor
+73,6.518057655477002,2.8947751078658555,5.754703225299409,1.8082000905857347,Iris-virginica
+74,6.076756526384548,2.9204452424139666,4.381836926586602,1.0236967983863292,Iris-versicolor
+75,6.386257734582062,2.6679915438333586,4.734362699061958,1.7226888094263464,Iris-virginica
+76,6.527904489552457,2.884677086148176,4.503983895050445,1.4225578540385235,Iris-versicolor
+77,5.371270729135927,2.6769751971397318,4.208277181329995,1.2718681256428015,Iris-versicolor
+78,6.469739470117944,2.9763809718625436,5.023166853855438,1.4618106188212043,Iris-virginica
+79,4.625200387639514,3.1916061522255923,1.3742486507362688,0.1596366741669261,Iris-setosa
+80,4.856102711000409,3.549730706624961,1.5326879821089765,0.1705655038694069,Iris-setosa
+81,6.406892789627626,2.8197929983378955,4.360117971599036,1.4621354768554213,Iris-versicolor
+82,6.443167381694676,2.765089716053952,5.276755120771956,1.5674108312311659,Iris-virginica
+83,6.593813747357502,2.9707547574119286,5.77508360647132,2.1131656126054983,Iris-virginica
+84,5.27505908276267,3.25662750994218,5.06726279201143,2.073316539319384,Iris-virginica
+85,4.886624508350741,3.6190358870291397,1.511136118532258,0.25025491196160005,Iris-setosa
+86,6.021658930234702,2.916696424647298,4.809986665453257,1.4603049381273239,Iris-versicolor
+87,6.680041707797325,3.2752647501873957,5.345892744772442,2.1157696790307616,Iris-virginica
+88,6.471462819506852,2.684255060997978,5.206220363387377,1.7110401365774666,Iris-virginica
+89,6.6328700284548905,2.8018458612890558,4.743170685066831,1.2818803826468796,Iris-versicolor
+90,5.800007835639859,3.138421257338357,4.865513685040499,1.7893011546344249,Iris-versicolor
+91,7.567831881501428,2.9550086130026463,6.086985405515116,1.7787206853321085,Iris-virginica
+92,5.245062389991333,2.7837126687471967,4.018964156983022,1.2171160092873858,Iris-versicolor
+93,4.886844704170308,3.534672691314722,1.5219028770709953,0.19403756768709352,Iris-setosa
+94,5.30720735603774,3.135174479343701,5.267610616984496,2.0340237171235236,Iris-virginica
+95,6.633116052190641,3.277044516726218,5.055076068194769,2.0802687244990983,Iris-virginica
+96,5.662890847266647,2.527621984203498,4.2268886587319425,1.4036265107926504,Iris-versicolor
+97,4.903557438093305,3.322192155231534,1.507302129628827,0.18618613302587236,Iris-setosa
+98,6.651715985827577,3.2124535755029293,4.38765007926337,1.3095182734871866,Iris-versicolor
+99,6.458082716907368,3.185694440060961,5.187977027736993,2.0473434724965784,Iris-virginica
+100,6.513001047486533,3.2841378650661803,5.394061477465552,2.3224597620372855,Iris-virginica
+101,6.0912970296085485,2.8235137545421156,4.791443033396963,1.8808478305393455,Iris-virginica
+102,6.295304923819679,2.9235377145895685,4.073017423724067,1.264198628728258,Iris-versicolor
+103,6.067111656986045,2.933896971038903,4.301789945262487,1.1434168088605983,Iris-versicolor
+104,4.1648888650988685,3.0512857405737455,1.1417782009312174,0.21609574740550308,Iris-setosa
+105,6.770273732192459,3.056234595906004,5.522434871304957,2.3663413580326456,Iris-virginica
+106,4.908419319369024,2.325213344787342,0.9793859179134224,0.16564022917045956,Iris-setosa
+107,5.01367876483261,2.9890091018170573,1.5442937632005411,0.3004824041442719,Iris-setosa
+108,4.375611677597616,2.2534998887093542,1.0664017269547212,0.22704795542079492,Iris-setosa
+109,4.898501332431849,2.9693015084475656,1.3420907067942698,0.15461032426103477,Iris-setosa
+110,5.351266181658852,3.168567660016458,1.42790370389982,0.37272767760044906,Iris-setosa
+111,5.674302995372758,2.8511263808639464,4.379186211074678,1.4100140261535687,Iris-versicolor
+112,4.396370949767783,2.8958093409273107,1.290223074295054,0.04864581848333377,Iris-setosa
+113,5.619619035704088,2.858884176323876,4.419699905062768,1.4231248352235917,Iris-versicolor
+114,6.2810413141882115,2.860340793535021,5.130000376171941,1.5738037784090035,Iris-versicolor
+115,5.829888032719332,2.8031184817447805,4.27945415208818,1.5170390471994937,Iris-versicolor
+116,4.478349246115285,2.5149152158084527,1.3459826934654648,0.31907032219079995,Iris-setosa
+117,6.88429728490575,2.890458820798629,5.97848991784608,1.8297753896104623,Iris-virginica
+118,6.243880665742319,2.7120740265350074,4.878336426721467,1.8934945007885764,Iris-virginica
+119,6.619651773285253,3.139144813981623,4.921494583540365,2.0424755770984557,Iris-virginica
diff --git a/iris/tvae/3/28/test.csv b/iris/tvae/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/28/train.csv b/iris/tvae/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/28/val.csv b/iris/tvae/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/29/synth.csv b/iris/tvae/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a8c77ae8aac41c4f5aff0e0bee74ce6facfb149
--- /dev/null
+++ b/iris/tvae/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.963212428033251,3.099758648662025,5.0456489633208115,2.0429739826166875,Iris-virginica
+1,5.901533472478304,3.139246221915686,4.668218308329402,1.5414224190547472,Iris-versicolor
+2,6.58470028389582,3.3181596587427284,5.4695661725761235,2.209666010222481,Iris-virginica
+3,4.594863421177049,3.253549818247342,1.5192645906643318,0.29213495473168893,Iris-setosa
+4,6.176201363781451,2.935347306854331,4.586622861914985,1.640961352831576,Iris-versicolor
+5,4.653635906451238,2.937212685790953,1.2532442957449308,0.2431890592246362,Iris-setosa
+6,6.78703475382638,2.9992249818184957,5.71108430430846,2.032873362443217,Iris-virginica
+7,5.896184943764714,2.814933643486446,3.64541295552959,1.1208419771710583,Iris-versicolor
+8,6.170539151623043,2.8414413310639524,4.488854824471238,1.5345534079784904,Iris-virginica
+9,4.670065543465637,3.0882563679545956,1.5196075375628604,0.2675613984681121,Iris-setosa
+10,6.035383571352947,2.991929230254285,4.262183410666045,1.3954270063508094,Iris-versicolor
+11,5.332799973813333,2.59124149394607,4.0129663552989925,0.9989236751782655,Iris-versicolor
+12,5.440245699904284,2.5510056487400465,4.438321356944321,1.4449909494022886,Iris-versicolor
+13,6.238617596173773,3.06021612984378,5.045526627396734,2.029541387317085,Iris-virginica
+14,7.275332036871033,3.4718759710266647,5.876289240721716,2.5044238205211737,Iris-virginica
+15,6.268931275280074,2.756467075690291,5.252771077784081,1.718596260609908,Iris-virginica
+16,5.699558205830437,2.753606568917179,4.05536237022511,1.250393243390521,Iris-versicolor
+17,6.117459030718586,2.9444978534775363,5.004505557174584,1.9525991055137122,Iris-virginica
+18,8.016152802628543,2.792848547060597,6.5885952671938774,2.334709547273675,Iris-virginica
+19,6.60335510292347,2.618080718577181,4.863770824925016,1.5547031025475322,Iris-virginica
+20,5.884091334295076,2.846056545892975,4.648864099466817,1.4157175916347908,Iris-versicolor
+21,6.785883765335735,3.1892001674872024,5.75203722805823,2.058069501458341,Iris-virginica
+22,6.299188235628431,2.866236496282044,4.687200370956687,1.276221143100118,Iris-versicolor
+23,5.70566740857497,3.616380332617765,1.5575438223663527,0.16980124173094174,Iris-setosa
+24,5.41146553930541,2.1739398729799833,3.8269128179011767,1.1020171280484448,Iris-versicolor
+25,4.780226195953218,3.0778195485208224,1.453248096567452,0.22578361033035121,Iris-setosa
+26,8.015565260671845,2.884899892461124,6.227934360620755,1.7937322163058989,Iris-virginica
+27,5.082182421747188,3.4359388794544197,1.4837182410960854,0.2576148866928944,Iris-setosa
+28,6.420384162991582,2.9698085987944434,4.615978838078813,1.5054576198538685,Iris-versicolor
+29,6.839686558253218,3.2554425094719632,5.572327194206929,2.2330285883988754,Iris-virginica
+30,6.789485531656274,3.291766478034915,5.454200635461456,2.28681837884981,Iris-virginica
+31,5.7840261319939685,3.76598924002984,1.2575205536505591,0.173283942291788,Iris-setosa
+32,6.154191935968482,3.166876019652124,5.046561359482949,2.051795426740794,Iris-virginica
+33,4.959166625252486,4.006197518485661,1.2427835775096805,0.293232523037558,Iris-setosa
+34,6.220017765560899,2.8906026705501353,3.8143289701741416,1.3340929081244641,Iris-versicolor
+35,5.855004235460035,2.797708407680711,3.6025901150468775,0.9928180675354166,Iris-versicolor
+36,6.8676742219705345,3.3807852916872094,5.083411706665736,2.381695271967266,Iris-virginica
+37,6.245455718674146,2.8278532573258985,4.213984771850617,1.230229007165497,Iris-versicolor
+38,4.458564971807663,2.509876082696495,1.4413488712859654,0.17744342731287943,Iris-setosa
+39,5.116037498376974,3.5238296905547433,1.2390092623402957,0.21854119256064075,Iris-setosa
+40,6.628914034562752,3.449503696303849,5.681500887737414,2.28708844656059,Iris-virginica
+41,5.951082186794451,2.4938394069812557,4.799196075705456,1.4912407754519814,Iris-versicolor
+42,6.435126708378244,2.699414118293541,4.299791122167429,1.4174362275032129,Iris-versicolor
+43,6.14465215856595,3.0142591729666988,4.9869180300022435,2.28329422479238,Iris-virginica
+44,4.95854131334381,3.2592480972254076,1.4333529345384604,0.38426131822822235,Iris-setosa
+45,5.88463415877437,3.5267400770933257,1.6166038220187726,2.023532572196648,Iris-virginica
+46,6.243163670171266,2.906296148931388,5.369587980180392,1.7283763630436728,Iris-virginica
+47,6.780844297021147,3.2951994951581813,5.019858922833571,1.8335210193260787,Iris-versicolor
+48,5.9398871191840295,3.0852609092783543,4.928707982037076,1.4189090695419209,Iris-versicolor
+49,6.069529567429901,2.9689226577747596,4.379948183664922,1.3712949784129027,Iris-versicolor
+50,5.785255100060461,2.9609683656004973,4.396002681643435,1.2202325450581437,Iris-versicolor
+51,4.467019699772905,2.854240261864684,1.4624744431744612,0.22591583747606514,Iris-setosa
+52,4.9441584584886895,3.8288230728728476,1.5502321558650198,0.4429794759643923,Iris-setosa
+53,6.627434496658396,3.016931587544571,5.020724143740222,2.105925396901982,Iris-virginica
+54,5.971679734451369,2.841196464879446,4.4607377824813375,1.28731484409915,Iris-versicolor
+55,5.97649538852711,2.595801906241975,3.5340648597946247,1.114172655484567,Iris-versicolor
+56,6.2348744120054205,2.81555613668217,5.208236196205639,1.5715220249373787,Iris-virginica
+57,5.403705876296332,3.4187670738715585,1.8126018149829668,0.3327318558864959,Iris-setosa
+58,6.579078318645552,2.868526340454949,4.558421580733872,1.2423870681863387,Iris-versicolor
+59,6.626595663837807,3.168239562089082,5.902168333472138,1.9155235386190574,Iris-virginica
+60,4.5527790722473025,3.2454113199097714,1.5344157494986606,0.22272379024570807,Iris-setosa
+61,6.812146053585773,2.9056185064161015,5.243895614301159,1.2691852694696928,Iris-versicolor
+62,4.489937749245715,3.2547135859096565,0.9563503867092783,0.20271384048763974,Iris-setosa
+63,6.650719712579582,2.6424971338745666,4.807032967006186,1.2884922792573943,Iris-versicolor
+64,7.004563936847633,3.22559760271848,4.499140189179141,1.4643283234696152,Iris-versicolor
+65,5.508992718716201,2.457302316187218,3.9552709359018405,1.4317918487967043,Iris-versicolor
+66,5.444836497020418,2.9074351419264235,4.59565937268804,1.6599642064092608,Iris-versicolor
+67,6.3694175181763395,3.105488454376736,4.826160236345429,1.8452397601010417,Iris-virginica
+68,4.712483085620122,3.2281280179425083,1.589146934768057,0.2216105774882826,Iris-setosa
+69,6.258128444920261,2.582824334240019,5.437273830894604,1.7380162961080372,Iris-virginica
+70,5.672218603917447,3.123536976172228,4.744032835485322,1.8120281401888347,Iris-virginica
+71,5.965778592512812,2.9976367930846624,4.874428081159697,1.479919128151848,Iris-virginica
+72,5.0223435187557595,3.21763515795312,4.136066008040306,1.3315032002176315,Iris-versicolor
+73,6.8251722161893085,3.073944235363268,5.52386774777658,1.7475160942309398,Iris-virginica
+74,6.588387745908543,2.7313479174772075,5.364646543445371,1.679230990276188,Iris-virginica
+75,6.584969433515631,3.2017492870869004,5.604880133300945,2.112366243450454,Iris-virginica
+76,6.291145333145459,3.1334120531860004,5.393484996681089,1.7867193181717047,Iris-virginica
+77,5.789949757101036,2.6671100787580677,4.146681373930358,1.2962058484896142,Iris-versicolor
+78,6.760998164307685,3.1482472581215974,5.251097209075064,2.096596856830904,Iris-virginica
+79,6.647066981399825,2.891257201704123,5.539761394311021,1.6734431107330658,Iris-virginica
+80,6.240486789340084,3.21520701163707,5.195828735156421,2.1003258366969386,Iris-virginica
+81,5.957419706711755,3.008653123578333,4.412586588618638,1.3561716213142718,Iris-versicolor
+82,4.966394696743059,3.656041784989853,1.4292250662692678,0.37493630185638366,Iris-setosa
+83,6.0846619935094495,2.727404121196929,4.619064902936639,1.707718732841438,Iris-virginica
+84,5.440032449266962,2.632072634645417,4.015701988724454,1.1901733962181669,Iris-versicolor
+85,6.498783936929465,3.096669482354142,5.70614717999695,2.4966015428281025,Iris-virginica
+86,4.809613029447079,3.1963033010357575,1.5462537335263256,0.13117177349291242,Iris-setosa
+87,7.028568586418121,2.701815771101456,5.731831530553649,1.8368010375456616,Iris-virginica
+88,4.78804848050937,1.99730202748154,2.6103949034959113,0.6099629559240187,Iris-versicolor
+89,6.120774762173201,2.9601887466882926,4.583659258326877,1.5940021107944016,Iris-virginica
+90,5.702328065287874,2.4654484733068633,4.3790327676315135,1.5185673027711792,Iris-versicolor
+91,5.241395925126597,3.492266243567318,1.5520027298689345,0.38174235078975893,Iris-setosa
+92,6.572202218288084,2.658669304839294,4.744574984909452,1.4854922094206437,Iris-versicolor
+93,6.418998448968163,3.2950797021959546,6.183334327128709,2.437706124746943,Iris-virginica
+94,6.532773686240077,3.1066948591054437,5.365416873408377,2.096760325724479,Iris-virginica
+95,4.978385731390388,3.480790094563989,5.258740031356341,2.0868094998336897,Iris-virginica
+96,5.729212751330792,3.097288354587188,4.383081364199274,1.4195936092466461,Iris-versicolor
+97,6.902161925792243,2.940351403843844,5.808905561596159,1.6775829189970297,Iris-virginica
+98,7.380874253090925,2.9468004036911504,6.177790691797544,1.6646102449252835,Iris-virginica
+99,7.025498384003478,3.088357578173028,5.851847041494239,2.356253579687065,Iris-virginica
+100,5.343569975692623,3.427284758098267,1.5051427929481866,0.21831116127920452,Iris-setosa
+101,7.559027877740165,3.8664556326264234,6.420256569979152,2.033087006853661,Iris-virginica
+102,5.593465457140835,2.961256080045402,4.305150647488724,1.4173181548815499,Iris-versicolor
+103,6.23620118926036,3.0259923004131926,4.226069569183209,1.3126238166695199,Iris-versicolor
+104,6.361441195788223,2.8401580477366757,4.796845015015867,2.2259902451566997,Iris-virginica
+105,7.000874206308756,3.1203316773543612,5.57580424367038,1.8702462347436635,Iris-virginica
+106,6.877140891398105,3.123788768140107,5.350482227430804,2.203866006206855,Iris-virginica
+107,5.677912689274998,2.3393661373393138,4.427976975552828,1.2761157524608555,Iris-versicolor
+108,6.652946062088284,3.412699963796063,5.7314475638292235,2.3200924488141315,Iris-virginica
+109,6.188305970566289,2.6241872699072593,3.908203928152562,1.2942519783274342,Iris-versicolor
+110,4.710162708583597,3.3964228747141814,1.5324123442237378,0.33066179059395157,Iris-setosa
+111,5.837491867538041,2.843716241959789,4.338432817730707,1.4546181795450093,Iris-versicolor
+112,4.710323723162006,3.3329681450813045,1.4382304581975205,0.3628899928632068,Iris-setosa
+113,6.740995997751417,3.115069425524711,5.505712998254077,1.8622381212040864,Iris-virginica
+114,6.085071708163119,2.9403086226895505,5.604996133628943,1.8136665442394315,Iris-virginica
+115,5.157025394526184,3.5124723137767138,1.6736482427996708,0.40494146430049793,Iris-setosa
+116,6.564167511786217,3.4667606186747606,1.7021604862693716,2.312210525319646,Iris-virginica
+117,4.703218729584819,2.6536771413592195,4.169950510199511,1.590766698881875,Iris-versicolor
+118,6.386714246843934,2.71073004293249,5.775034553073434,1.6591782454133053,Iris-virginica
+119,5.156664714298531,3.162873635381539,1.8203966359285864,0.4084941560189433,Iris-setosa
diff --git a/iris/tvae/3/29/test.csv b/iris/tvae/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/29/train.csv b/iris/tvae/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/29/val.csv b/iris/tvae/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/3/synth.csv b/iris/tvae/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cabbc141b13e6168c7e010cb21f7769bb0a83577
--- /dev/null
+++ b/iris/tvae/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.76123155902207,2.9827321235519344,4.519545476195265,1.3942176772929598,Iris-versicolor
+1,6.589167498490003,3.040408084779988,5.945930656837328,2.159438296781118,Iris-virginica
+2,6.273290794844341,2.8473495635914787,5.213867199678558,1.7649238179293554,Iris-virginica
+3,5.416015957465222,2.7101341758951696,4.888001433261229,1.6960041785362658,Iris-virginica
+4,6.244868811076673,2.909152894798093,5.427292255164055,1.9305281423719616,Iris-virginica
+5,3.962956025875482,3.476005022487163,1.1252246012314122,0.12816876788493198,Iris-setosa
+6,4.990651033907067,4.022746944722655,1.3836643366426704,0.23225738936263732,Iris-setosa
+7,7.009976593279865,3.6051919971410387,6.266250016163416,2.3403471881027875,Iris-virginica
+8,5.24554829195758,3.8386490433363667,1.7417166716500747,0.36431261358879563,Iris-setosa
+9,4.874314187855552,3.323783696587464,1.5367363613989797,0.2011555718595648,Iris-setosa
+10,5.519365023627351,2.653759641423394,4.349646170283005,1.2343948651473151,Iris-versicolor
+11,7.03980201391556,3.2134657100654223,5.102229978139104,1.8149643231564188,Iris-virginica
+12,6.269747295104669,3.0974186463769002,4.922158090887571,2.1312549094301385,Iris-virginica
+13,5.938655490959537,2.9425442194271203,4.56239916215798,1.186252311897974,Iris-versicolor
+14,5.670892880501093,2.524084758193864,3.225991876005417,0.9698094415065335,Iris-versicolor
+15,5.7766875433132805,2.8805354509274017,4.707670536974751,1.588876697547261,Iris-virginica
+16,6.252117988584442,2.8174433632073024,4.212366466635548,1.3020274199628796,Iris-versicolor
+17,5.575526565369289,3.163927509048041,4.212134135685357,1.4977172030368937,Iris-versicolor
+18,5.039317065691532,3.4092626187229786,1.8076237389775993,0.1375538981590234,Iris-setosa
+19,4.990751294073783,3.08540592012295,1.58519299540371,0.21198354969091351,Iris-setosa
+20,4.486459630146458,1.9815554581785664,0.9444002930490669,0.047614216304596696,Iris-setosa
+21,7.470895439071191,3.0129622165721397,6.584971251180964,2.010848737643134,Iris-virginica
+22,6.914160102429767,3.0640193940147658,5.360690020128366,1.791556430065554,Iris-virginica
+23,6.719305912743622,3.0461650210028397,4.93870405537187,1.400526415892625,Iris-versicolor
+24,6.22451529222942,2.8807010383498035,5.0108653715756475,1.433512810364902,Iris-virginica
+25,5.567820175944483,2.8564671787087415,4.618098757889521,1.2017530845964055,Iris-versicolor
+26,6.4549428213518105,2.9343833022915815,3.684288853658682,1.1494777796697906,Iris-versicolor
+27,4.686562023118205,3.344269699356107,1.606690593903737,0.2253745513774763,Iris-setosa
+28,5.66015894307656,2.8805979136377724,4.139418553844335,1.1135207087246985,Iris-versicolor
+29,6.102047643230032,3.121173428674851,4.345509640011227,1.4049738782658154,Iris-versicolor
+30,5.305752383486207,3.710372384562424,1.5964058762780173,0.32492418955409835,Iris-setosa
+31,7.3973949743918865,2.9937821614636024,5.382801804370622,1.8077443576516088,Iris-virginica
+32,6.396648989795596,2.7767887511724374,5.7382696370833655,1.5018433993951779,Iris-virginica
+33,5.044095659621908,3.435993965983022,1.619888039934287,0.28859770923656924,Iris-setosa
+34,6.439656461960679,3.5206119178098167,5.607005600931812,2.252505730392965,Iris-virginica
+35,6.400036456413272,3.1856768187147613,5.71778235999768,2.2480255769174873,Iris-virginica
+36,4.574045362562225,3.0985037826975272,1.6170477820461664,0.35208029692130827,Iris-setosa
+37,7.710987000496182,2.9138907466882555,6.378724146455294,2.263450732598119,Iris-virginica
+38,6.7895831461260165,3.3286261307519767,5.299859012523943,2.1464895460516686,Iris-virginica
+39,6.816835833387728,3.089605563770095,4.385973366377509,1.2028882185356096,Iris-versicolor
+40,4.869869706226293,3.5844252649493398,1.5276638199394663,0.2071846855563482,Iris-setosa
+41,6.155736628465264,3.036046060858495,4.652743736824216,1.6314975934931417,Iris-versicolor
+42,6.1903570100056315,2.8639952971933043,5.222840149906213,2.0067637949254333,Iris-virginica
+43,6.303974789596159,2.7041081992621727,4.872484146806138,1.4740839491159186,Iris-virginica
+44,4.562411146739227,2.5851157435018015,1.1875211467914546,0.10119274630218106,Iris-setosa
+45,5.2035975431490336,3.7547559872806784,1.859071657063435,0.3898857352663113,Iris-setosa
+46,6.721215204130563,2.6328995665960124,5.035510689505979,1.83898278423846,Iris-virginica
+47,4.826237685418083,3.9263616002143182,1.367310629166133,0.21395288370178556,Iris-setosa
+48,5.75150342008362,2.8479761813569726,4.822776871525938,1.554429721961903,Iris-versicolor
+49,5.195797163214094,3.640978379724449,1.709669007073711,0.2845148999876337,Iris-setosa
+50,6.182086176653143,3.178570534660283,5.335971252259467,1.7496548632877043,Iris-virginica
+51,6.04305283501461,2.823537292507221,4.375268964322253,1.4654867627731736,Iris-versicolor
+52,6.817239614168281,2.9307488793932914,5.369088297046287,2.13457794377623,Iris-virginica
+53,6.8228444937012105,2.855804816571356,5.292299978168332,2.0316809752205276,Iris-virginica
+54,5.300854752855035,3.279425938533033,1.4791361031479218,0.3880727425604486,Iris-setosa
+55,5.363372220358733,2.525225066166743,4.134388580719273,1.623221406358762,Iris-versicolor
+56,6.7950990003288805,2.809966472232986,4.901169851666757,1.3848745333447463,Iris-versicolor
+57,5.971695791943944,3.0016643655753663,4.739680065198578,1.8518698354594996,Iris-virginica
+58,5.626374772283836,3.038949727657532,5.338059044338353,1.50726045549583,Iris-versicolor
+59,6.258822674570281,3.5717846417753947,5.537498138091491,2.1954115226350304,Iris-virginica
+60,6.942284489879048,3.734394809734889,5.2957260226652005,2.4430194381520605,Iris-virginica
+61,5.1960445634531895,4.183391265800895,1.2365012840729346,0.2991514836659071,Iris-setosa
+62,4.862748620194133,3.3278933574329645,1.4230749876936852,0.09567732386261063,Iris-setosa
+63,5.707031366414778,2.8872438662336366,3.9560541515052714,1.1576692845962597,Iris-versicolor
+64,6.492301590472041,2.613965224514743,4.8774020407966,1.5264193038520282,Iris-virginica
+65,6.767629447871718,3.140771545273989,5.12040440184518,2.0982108594831574,Iris-virginica
+66,6.689526752394624,3.1350150901205116,5.443041456949523,2.1815990742410305,Iris-virginica
+67,7.055640448455734,3.052935841859092,6.265541370234266,2.070384620295674,Iris-virginica
+68,6.171755373325671,2.9015614399657377,4.59090923228863,1.8307285123330244,Iris-versicolor
+69,5.793184623450479,3.5979193420031366,1.6271992726266784,0.16409112170128382,Iris-setosa
+70,4.238867587820971,3.0361975266915344,1.186046370969208,0.22694380935333186,Iris-setosa
+71,4.9593937191209205,3.2675057411709734,1.6286772254360184,0.34268177688638274,Iris-setosa
+72,6.623593892940583,3.1038135751421634,5.2256276152264975,1.9705020802900766,Iris-virginica
+73,6.548184833138843,2.950438814133581,4.927790423471583,1.710982071961398,Iris-virginica
+74,5.110928059671554,3.223947047101364,1.513581293168215,0.31547541411954766,Iris-setosa
+75,4.617744614408084,2.832065775911567,1.162672552666758,0.18755432439347736,Iris-setosa
+76,4.87465391627054,3.628932660573323,1.37827476824184,0.059633765706000014,Iris-setosa
+77,6.41408777901457,3.175533655252809,4.704245503378465,1.7561562945134754,Iris-virginica
+78,6.328246506493844,2.712791516990513,4.290730436075703,1.354872347319322,Iris-versicolor
+79,6.184114905627396,2.817087934893195,4.6095485270598235,2.044909741112584,Iris-virginica
+80,6.072863544612852,2.953527703727962,5.618684471950436,2.2204250603593314,Iris-virginica
+81,7.030697225833029,3.1286488598494593,5.888115870793813,2.17605737743978,Iris-virginica
+82,6.947918416106966,3.468206383631323,5.780471180690252,2.512972692302622,Iris-virginica
+83,4.393728315575364,2.8816750350340206,1.391176659931395,0.18293986387135214,Iris-setosa
+84,7.284621090586152,3.1241241365816093,5.844330208438713,1.7963812835629984,Iris-virginica
+85,4.604002157463612,3.2365614291789373,0.8974482169582231,0.2242056509412698,Iris-setosa
+86,4.871578421249248,3.314451133954151,1.4137736645793137,0.23602345968631633,Iris-setosa
+87,4.785627589223706,3.7571722693201233,1.6039958988177552,0.2792661756815965,Iris-setosa
+88,6.1434450209355544,3.1216161366230133,5.505362387261221,2.0110973795371656,Iris-virginica
+89,6.289996055952242,2.884245858459579,5.50240066856394,2.0549306636427467,Iris-virginica
+90,5.923105204551182,2.9522491842707477,5.099951404061276,1.8018141581203102,Iris-virginica
+91,4.7001499488058,3.5998293479382184,1.3508623768493608,0.19332044847985874,Iris-setosa
+92,5.471408134803811,2.579587812407552,4.008202976267476,1.208296924379177,Iris-versicolor
+93,7.342379436803576,3.224622548781981,6.031392380745567,1.840876377218413,Iris-virginica
+94,5.127304330917211,2.4209254012898573,3.9200442405026297,1.1607391658796513,Iris-versicolor
+95,5.859049601849194,2.7653398433690395,4.131530280466762,1.7484440365129386,Iris-versicolor
+96,6.551047223703789,2.9794466323839592,4.812124896006158,1.4102548904023129,Iris-versicolor
+97,4.554828996122915,3.172508459381381,1.4100012654140897,0.13724685235109785,Iris-setosa
+98,5.269112680558435,2.53744454304465,4.099215271614511,1.0947001015051456,Iris-versicolor
+99,7.705887119636186,3.662361536999472,5.950791941320007,2.0045844553618597,Iris-virginica
+100,5.804693850684608,2.6560297619457556,4.25678121850021,1.2002604391132545,Iris-versicolor
+101,6.075670968142465,2.9962462645030854,4.501144284536369,2.0426595941666954,Iris-virginica
+102,4.529193829985602,2.648884248797361,1.3847617399025316,0.13457843610414283,Iris-setosa
+103,6.420410317967075,3.051579890913967,5.256098683067275,1.585047626080029,Iris-virginica
+104,6.240791717531155,3.0242925544353003,4.979593984773217,1.479944403236481,Iris-versicolor
+105,6.551232494966206,3.3115493647050043,4.4826161208604915,1.4178116080523855,Iris-versicolor
+106,7.39458469980716,2.9673015698132006,6.40695857179243,2.63369550781836,Iris-virginica
+107,5.595720152420012,3.9555856616889997,1.024462062701962,0.27045624897861537,Iris-setosa
+108,6.837458629834905,3.163165077231475,5.618983167601259,1.8661863674154893,Iris-virginica
+109,6.58880378029108,2.669644667886294,5.05113435976522,1.4756857159098937,Iris-virginica
+110,6.16846910797162,2.9249490997445466,3.7880596744286033,1.016567328664598,Iris-versicolor
+111,6.756335282004951,2.9909323360637923,5.1769381575789115,1.4630189284445083,Iris-virginica
+112,6.496196665432668,2.969062541084584,5.071327945301029,1.5252941357040688,Iris-virginica
+113,6.11455750904861,3.0796244550407534,5.0887209220484255,1.672256195171553,Iris-virginica
+114,7.0905609266219995,3.342358440347919,5.808207021535148,1.9169987869404759,Iris-virginica
+115,6.128872297956274,3.0451055728619894,4.970978924016938,1.8816607947986679,Iris-virginica
+116,6.108682629108724,2.9336170178332748,3.9113461559823954,1.3272160916937674,Iris-versicolor
+117,7.171989177551997,2.723699622991187,4.633527296510257,1.3451817900153857,Iris-versicolor
+118,6.357064047355603,2.862366989746566,5.255418274313032,1.5940893477540874,Iris-virginica
+119,7.044078221650909,2.7918326284413237,5.689672865706874,2.001161181989312,Iris-virginica
diff --git a/iris/tvae/3/3/test.csv b/iris/tvae/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/3/train.csv b/iris/tvae/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/3/val.csv b/iris/tvae/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/4/synth.csv b/iris/tvae/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95ee0efec72556e837c1aa56d5fc95de6e97ff54
--- /dev/null
+++ b/iris/tvae/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.482332777704373,3.5055998000829423,5.3987480519554385,1.9879547918051408,Iris-virginica
+1,6.4896547164847735,3.0345462299479795,4.108486997318142,1.3795189158979004,Iris-versicolor
+2,6.483751218376875,2.818314535008496,5.339835274208994,1.7314185239961244,Iris-virginica
+3,5.896126694186444,2.5677963557000183,4.568540777148578,1.3125995067311143,Iris-versicolor
+4,6.2265939077419254,3.1368865480188712,4.726204057444401,1.3600025122204837,Iris-versicolor
+5,5.094233451768943,3.877494286065663,1.440423156167423,0.5157254370432257,Iris-setosa
+6,6.83327331217876,3.092938763557887,5.821947015672834,1.8961828772411293,Iris-virginica
+7,6.854865379942277,3.536031653612257,5.506229345530815,2.169632059874476,Iris-virginica
+8,5.931277678011588,2.9415253604154894,4.743702504315876,1.7626780396478903,Iris-virginica
+9,6.000974793089089,2.6623576564576266,4.993816159306515,2.081018475116299,Iris-virginica
+10,6.93814532410897,2.99860326726251,4.687233307779062,1.3125972586580847,Iris-versicolor
+11,5.336637026471578,3.987254910106005,1.6492051206914065,0.3645113335199322,Iris-setosa
+12,6.342724782529488,3.147035973998829,5.339157847467397,2.2876182483209906,Iris-virginica
+13,6.965586366532873,2.7129792226820437,5.432961670937079,1.8426986636735967,Iris-virginica
+14,5.308822744530503,2.7587016217712486,3.751760617491798,1.0607428443436082,Iris-versicolor
+15,5.1833637662851535,2.614265813339353,3.4576353895560477,1.058552195298962,Iris-versicolor
+16,4.654638178946692,2.92966223486445,1.28962237150846,0.238770805417871,Iris-setosa
+17,7.297414303755487,3.530725672141494,5.768841682423159,2.3058854176973296,Iris-virginica
+18,7.025001794795196,2.8496669833568182,5.186055351888546,1.7227062884541098,Iris-virginica
+19,6.0396834652637175,3.8898150203166866,1.5764827493255742,0.39474371283682586,Iris-setosa
+20,6.88361137205147,2.8211599489758648,5.652030421591785,1.587414324192989,Iris-virginica
+21,6.186061370654905,2.8874017815825535,4.637787665266798,1.6413640703935848,Iris-versicolor
+22,6.099615214837232,2.806839277258799,4.982024507990805,1.7010672806900853,Iris-virginica
+23,5.0740618896553675,3.2168528248582784,1.5585869851031093,0.18583038861823784,Iris-setosa
+24,4.731250378990341,3.0544272537668493,1.4200111161162217,0.17483229570752407,Iris-setosa
+25,4.836023152082522,3.0216456536230125,1.4957517488343697,0.26417885529979057,Iris-setosa
+26,6.835010802030818,3.018176550594697,4.375979716440828,1.3528548575919075,Iris-versicolor
+27,6.325773890600492,3.1047261698902267,4.907327226165455,1.150949821888994,Iris-versicolor
+28,7.606155408141097,3.1395268419703757,5.913937796879879,1.693842755669064,Iris-virginica
+29,6.509581901507361,2.8182449138000707,5.3370418338634975,1.284871611409627,Iris-virginica
+30,6.3963996334735524,3.1827019618268886,5.297081292905224,2.0425946241950514,Iris-virginica
+31,6.305661087000827,2.8631192109810146,4.5519806830315375,1.3008844498713545,Iris-virginica
+32,6.149811911063031,2.83715911750818,4.989371507210111,1.8972487245914849,Iris-virginica
+33,4.556042805684773,3.3038566832416283,1.5222870753031388,0.20682221826204736,Iris-setosa
+34,5.815102483274752,3.1030158049732606,5.003134709394766,1.7396671674399418,Iris-versicolor
+35,4.840813880556326,2.9456661325636566,1.4321192270053704,0.22222973422311734,Iris-setosa
+36,5.268732007247777,3.4132349286144112,1.61826219941497,0.26750601024012033,Iris-setosa
+37,5.678510958105065,2.356860529418837,3.449239479986424,1.1064898196048314,Iris-versicolor
+38,5.662998657054465,2.891003175149318,4.329202854687798,1.378516242543819,Iris-versicolor
+39,7.43443035493126,3.12672613985252,6.146916986176268,2.048069913905791,Iris-virginica
+40,6.198564592602551,2.858208072917284,4.455026321853252,1.3481141839462272,Iris-versicolor
+41,6.875980039132362,3.1217544469072234,5.3855959237818345,1.9935352065150798,Iris-virginica
+42,6.7427593776074435,2.576276593396585,5.072622649875873,1.8173514106558928,Iris-virginica
+43,5.170313446624543,3.335196161278839,1.765399911421032,0.3882550358292878,Iris-setosa
+44,5.245276942221872,3.699977854583423,1.418684379214429,0.25646752911646015,Iris-setosa
+45,6.695479603527169,2.9684946864847364,5.429529203508397,2.0956825604081923,Iris-virginica
+46,4.557069598268665,3.2932272166530265,1.8040347824881058,0.17653864538352254,Iris-setosa
+47,5.749777237219513,3.817906849079999,1.5468093396685099,0.31504787682498603,Iris-setosa
+48,5.800631507041528,2.780887934688761,4.073752220969443,1.6873690885952306,Iris-versicolor
+49,4.55785535850299,2.8872084699124834,1.7322176633262238,0.045025973321299956,Iris-setosa
+50,7.3813163353102755,2.9463778499763236,6.359512761457351,1.9933507174932992,Iris-virginica
+51,5.593031772704193,2.9584326988714547,4.471704141069988,1.2464131779073282,Iris-versicolor
+52,6.463028694259937,3.1198970242919426,4.706840719789812,1.3307955167442183,Iris-versicolor
+53,5.159459413608456,4.051527925444738,1.3772376050610515,0.315566694543156,Iris-setosa
+54,5.1573848816094845,3.0428365245933056,4.0050507329555405,1.1927265182643094,Iris-versicolor
+55,5.496998378007868,2.7324591036424164,4.426777225933192,1.5148998948834111,Iris-versicolor
+56,4.883591789031824,3.5039876745714795,1.4915630691438853,0.26747960105121177,Iris-setosa
+57,6.800285761654926,3.0186934241986947,5.844837844306789,2.2611425658153492,Iris-virginica
+58,6.8090693109961835,3.1394937030484638,5.548872438854445,2.260462277226272,Iris-virginica
+59,7.807306737751703,2.744633365538991,6.773810828848339,1.9429693889525361,Iris-virginica
+60,7.860337947357822,3.085649757487439,6.355596808501161,2.0247731352249687,Iris-virginica
+61,5.03526957368431,2.3899454896317907,0.9799993227103357,0.16172061552943318,Iris-setosa
+62,4.738584471372013,2.782878575863008,1.3836521118517338,0.2995820548353533,Iris-setosa
+63,7.415671851210982,2.985255059592366,6.846787100646072,1.977068952238819,Iris-virginica
+64,6.349355982828033,3.0777146563727515,5.271776741479094,1.9380651515719398,Iris-virginica
+65,6.595780405201221,3.553974428199522,5.5363570264915865,2.2430213198979247,Iris-virginica
+66,4.934089881923736,3.217126317857253,1.6222193577560053,0.24374786757843425,Iris-setosa
+67,6.776126084789078,2.7110794414982236,4.903890403685672,1.1146072652110295,Iris-versicolor
+68,5.041434366333625,3.639666625838088,1.6392974978189925,0.19913783971042373,Iris-setosa
+69,6.576764993106577,3.477048180501436,1.7204468642595503,0.4519391963118393,Iris-setosa
+70,5.903349918057926,2.8259843893433207,4.560157763162993,1.7891921212115702,Iris-versicolor
+71,6.727926510818692,3.286326306543595,5.715064633436667,2.2088584914661196,Iris-virginica
+72,5.977742990126118,3.042068985949178,4.598258519527649,1.2901014259504626,Iris-versicolor
+73,5.584887924518869,2.9113574657247856,3.584958598960016,1.2558980514354259,Iris-versicolor
+74,5.97003099603093,2.7815571859436257,4.469848652536816,1.5318516653719902,Iris-versicolor
+75,5.9182998785243806,2.9264681467510223,4.7394663748568755,1.744004874978994,Iris-virginica
+76,7.361106331749979,3.0693944341486583,6.382510460149085,2.17407169595647,Iris-virginica
+77,6.557036609690641,2.985391514948003,4.508234054579759,1.3702380504057536,Iris-versicolor
+78,6.869087317235272,2.94766834199132,6.052636836618405,2.0755380578577354,Iris-virginica
+79,5.99477590719849,3.015571953695881,5.258886225230518,2.1298580983582323,Iris-virginica
+80,5.026438826848099,3.381398791616212,1.628769305972778,0.33910736228870386,Iris-setosa
+81,4.514795417879126,3.9238582336839225,1.695178287163725,0.21554402482174942,Iris-setosa
+82,5.888685686974648,3.3563925101100267,5.375877705639943,1.9914065619489942,Iris-virginica
+83,6.251950997447895,3.3189986137636525,4.752916469608866,1.4218638763835079,Iris-versicolor
+84,6.1766154188820375,3.0297353857675096,5.263963186566701,2.1428887776644836,Iris-virginica
+85,6.254842895176937,2.897594623675183,5.164435348790635,2.019595112946722,Iris-virginica
+86,5.542326537519276,2.402597796776424,3.7726862564505503,1.2090684956724695,Iris-versicolor
+87,6.322224175786799,3.0636155585818763,4.92242390629411,1.6571941089489628,Iris-versicolor
+88,5.766958015220232,3.686420416936856,1.455529694547591,0.1982936071540787,Iris-setosa
+89,5.467845423054624,2.655271803684611,3.977240768383502,1.2122256426186406,Iris-versicolor
+90,5.995816893088932,3.4328517419168363,5.203090915832446,1.8839598906613428,Iris-virginica
+91,4.829125121254636,2.9943034643887274,1.529891330209664,0.22676713548014743,Iris-setosa
+92,6.243138788520035,2.919019577111533,4.647381026141426,1.8004445824588053,Iris-virginica
+93,6.417332473145093,3.3550371013419777,5.626016192978065,2.1682280289945575,Iris-virginica
+94,6.690055925263673,2.759799951192258,5.134216709197205,1.7639099351376468,Iris-virginica
+95,4.852186224220355,3.0864681880546794,1.4950988284800473,0.372692431305223,Iris-setosa
+96,6.327558625499149,3.259846780410786,5.2974876811724,2.1626144216939913,Iris-virginica
+97,6.253312312332517,2.834343882777638,5.1035619720768555,2.2413315503698046,Iris-virginica
+98,4.683631786969105,3.202687365007259,1.3659992788907003,0.10783259639240575,Iris-setosa
+99,7.166150744516737,3.001675888218994,5.221003005720595,1.5786973730804639,Iris-versicolor
+100,6.103403606639984,2.902536484585822,3.9470803782895514,1.1126798231666626,Iris-versicolor
+101,6.640162853561389,2.976480030431302,5.171575035718433,1.8128996729740425,Iris-virginica
+102,6.640609490743314,2.8557898902106404,5.449078625024394,2.357190968653102,Iris-virginica
+103,6.599829584248736,2.9649254141646915,4.681854956274332,1.6026590565561782,Iris-versicolor
+104,6.481808825633098,2.7485111484946407,4.69328141648391,1.7127693097724601,Iris-virginica
+105,5.01843129633083,3.5712254497465405,1.5915728861257263,0.33030225591411366,Iris-setosa
+106,6.341204641419218,3.2372955355589412,4.676376498974953,1.3087629461111743,Iris-versicolor
+107,6.347562148990902,3.238800572894503,5.574815913577218,2.273804356892364,Iris-virginica
+108,6.194553449611107,2.6888547146020514,4.068849608105538,1.4333237911765808,Iris-versicolor
+109,6.755344395378927,3.043164764504276,5.119114835606692,1.4392253295979416,Iris-virginica
+110,6.57530844803273,2.941246086920683,4.904513837892373,1.7372423872908116,Iris-virginica
+111,5.430399505462725,4.4655820301154225,1.3269626635497098,0.13626669267236066,Iris-setosa
+112,4.918108162090211,2.7899602773532375,3.8951267715105162,1.4386358417027993,Iris-versicolor
+113,6.148993340525324,3.390183152060929,4.566476950323357,1.3742113247729941,Iris-versicolor
+114,5.847013860051309,2.55821273514247,5.0978110364204205,1.800444847097297,Iris-virginica
+115,5.204351573032652,2.475994998424798,3.4997438685457296,0.9698790646904951,Iris-versicolor
+116,6.2082970167450275,2.993831832725195,4.5708192838654504,1.4726206170674507,Iris-versicolor
+117,5.442591021193442,3.439835293853933,5.347210678097837,0.5356816632201631,Iris-setosa
+118,5.358563527366784,2.644818059956679,4.162658663163615,1.3090751099295608,Iris-versicolor
+119,6.326640295383735,3.130058826081415,4.775683555696274,1.5618276086309106,Iris-virginica
diff --git a/iris/tvae/3/4/test.csv b/iris/tvae/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/4/train.csv b/iris/tvae/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/4/val.csv b/iris/tvae/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/5/synth.csv b/iris/tvae/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1934b1c5e401a86da8142feb0b5019ea132c0f8d
--- /dev/null
+++ b/iris/tvae/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.082057237106121,3.8280342053696597,1.519604337180662,0.3372769489115621,Iris-setosa
+1,6.296642048894561,3.0671503577157826,4.781938013138528,1.4410908599791106,Iris-versicolor
+2,5.437196938407424,4.078264651520052,1.32872004277826,0.19117910249532602,Iris-setosa
+3,6.215630419114259,2.6216305521054224,4.965981386839974,1.8839963269955124,Iris-virginica
+4,5.63734039628603,2.28447310810812,3.766590430445449,0.976390355723068,Iris-versicolor
+5,6.572695760967997,2.9271091761274413,5.096116932705446,2.405385973818531,Iris-virginica
+6,5.250997398951851,3.921696330671464,1.0524066275291075,0.14866712155608458,Iris-setosa
+7,4.689479513493346,2.7259021182337784,1.4647754203220786,0.22474394627562658,Iris-setosa
+8,6.565705385451746,2.802639135917228,4.923348405499585,1.7974462012837946,Iris-virginica
+9,6.154017270877311,3.150383075373089,4.854115833705983,1.6446957678277005,Iris-versicolor
+10,6.187214902671999,3.041326681190186,5.164846510714838,1.968906615472044,Iris-virginica
+11,7.215173762746427,2.7795067323922633,5.6596423869329815,1.6609557182150014,Iris-virginica
+12,5.4162922760222525,2.863439525791408,4.093775687446854,1.508795820489702,Iris-versicolor
+13,4.918745783927624,3.010871792159283,1.5964541464179496,0.1699954689161514,Iris-setosa
+14,4.843019077799304,2.7062517245124034,1.3106830504893725,0.22919255617223241,Iris-setosa
+15,6.487844122046821,3.2914379954823194,5.6085784478917615,1.9659581588888706,Iris-virginica
+16,6.329483323569396,3.3139283286709014,4.963858692351244,1.8015369474329705,Iris-virginica
+17,6.799369796764621,3.0323200259114707,4.9706436359442625,1.645424406643448,Iris-versicolor
+18,4.3389152563191855,3.2346961512800285,1.2371077573791855,0.14988368794431384,Iris-setosa
+19,6.13928908305681,2.812667783105105,4.56256008518983,1.3535764089871307,Iris-versicolor
+20,6.396195167059414,3.24239746884827,5.560098016700592,1.8013744434500778,Iris-virginica
+21,4.613572866419702,3.2135293277200523,1.405438890446982,0.2924829148742968,Iris-setosa
+22,7.319221688232302,3.16736169301703,6.431814145272437,2.0497684543466503,Iris-virginica
+23,6.323039231116939,2.977467857078709,4.6764262418882225,1.8188029303355024,Iris-versicolor
+24,6.205718041825967,2.751799051519445,4.774319520196535,1.98363430200523,Iris-virginica
+25,5.144084252195359,3.674269654742828,1.4350671430689093,0.20576890826617728,Iris-setosa
+26,6.791246259832453,3.0933235809195576,5.683276739647403,2.0891656969414445,Iris-virginica
+27,5.615105656527031,2.6207147274530875,4.162941600269026,1.0401888605306313,Iris-versicolor
+28,6.239195640955263,2.598631223704695,4.516087330596596,1.206019332087771,Iris-versicolor
+29,6.794907257435582,2.90949158925632,5.713328280109569,2.1806022747803495,Iris-virginica
+30,7.107230060358242,3.296073377620215,5.909704309129193,2.246640903233615,Iris-virginica
+31,4.495016142154646,3.3565952598715145,1.5220745882843583,0.06871214404360587,Iris-setosa
+32,5.440447648285247,2.572832697277248,4.100074173537802,1.537696535658241,Iris-versicolor
+33,7.6233749369576,3.134012608566676,6.373718459163969,2.2321760759104894,Iris-virginica
+34,5.571090454206551,3.174498605280523,1.695980675504397,0.2612769639563672,Iris-setosa
+35,4.555489024210833,3.3559249685600836,1.283118815347018,0.17759797830932927,Iris-setosa
+36,6.852628743142141,3.486965757558158,5.86276405339225,2.3551508759076536,Iris-virginica
+37,5.335372719284915,2.5674919083033685,1.1737904263960286,0.12896002078711888,Iris-setosa
+38,6.804654042662047,2.813586993928168,5.758567673180096,2.1296255427503965,Iris-virginica
+39,6.67669934372938,3.0329499043449304,4.862970384860046,1.9756382327575783,Iris-virginica
+40,5.856151760836642,2.8793633474780513,4.765793026279799,1.5517686021213457,Iris-virginica
+41,4.973706675291834,2.607590735778975,2.903606861378988,1.025328792630927,Iris-versicolor
+42,5.731757716752477,2.9438160861180713,4.4942606517162735,1.5554096149557053,Iris-versicolor
+43,5.707886097696391,3.6960531919953468,1.688048807314218,0.2525820398715899,Iris-setosa
+44,6.466317222724003,2.8254078474841426,4.913486326201129,1.8010437810737896,Iris-virginica
+45,6.4786703656201805,3.073962054537537,5.080158517385741,1.6631246475938335,Iris-virginica
+46,5.464150778397364,3.6284759279141667,1.5394087625865152,0.31773911268700356,Iris-setosa
+47,5.311968517825126,2.8700420791339716,3.9630509598692365,1.032748130879031,Iris-versicolor
+48,6.672649574131335,2.8128937211558425,4.8086652666206495,1.7753947733260118,Iris-virginica
+49,7.013104593481378,3.179465967948802,6.2869617713003505,2.28302538305341,Iris-virginica
+50,6.034743719851948,3.009435623289196,4.482157763223424,1.535890674078829,Iris-versicolor
+51,6.035709357681267,2.798078128256894,4.281577777760075,1.1273706136262254,Iris-versicolor
+52,6.226961427842187,3.614142326510606,5.034714618714979,1.9487838660279488,Iris-virginica
+53,5.151023421461254,3.7702935850577344,1.4454062343952798,0.2579420587207891,Iris-setosa
+54,4.733093375363727,3.5639076150886884,1.6536507828901432,0.3053029517556902,Iris-setosa
+55,7.354960220112282,2.9945432899717885,5.841210889388084,1.644361591942389,Iris-virginica
+56,4.910552674884531,3.726187316658042,1.3689295163522741,0.23303445514310142,Iris-setosa
+57,8.146680687569459,2.621737042598315,6.5560269769949695,2.17016621617223,Iris-virginica
+58,5.163453676274877,3.7470835422886606,1.4233440322379254,0.18467667992265435,Iris-setosa
+59,6.628766259375284,2.85931811294465,4.4919283831104035,1.205152138293571,Iris-versicolor
+60,5.028642352342383,3.5214571019561594,1.6349855604768673,0.47042943765270107,Iris-setosa
+61,5.736064478377162,2.7195718876876636,4.890572881462612,1.1417564004627039,Iris-versicolor
+62,5.210738854523063,2.491066295497648,3.9950634224769397,1.1877103550582824,Iris-versicolor
+63,4.835556576493241,3.591464705053229,1.5608909756135494,0.35477213757504655,Iris-setosa
+64,6.487480326718218,3.1478354960081427,5.1785481777605264,2.107163449106599,Iris-virginica
+65,5.437941610333805,2.5136675173870797,4.22009433924552,1.0261604546886436,Iris-versicolor
+66,5.617139839713816,2.729540912916219,4.277024127378939,1.1523137386753128,Iris-versicolor
+67,6.71329246841305,2.687381034370717,4.471207884483011,1.5983796650880722,Iris-versicolor
+68,4.823745209060918,2.8022905183435034,1.3201521188929526,0.35608288597108906,Iris-setosa
+69,5.3499883276161,3.3983927718131866,1.9107346463765924,0.46568931729916363,Iris-setosa
+70,4.722131814643309,3.4789989148097846,1.643374898278272,0.2576635049744982,Iris-setosa
+71,7.110609134217277,3.00967966310495,5.6075734649773645,1.5955220638288556,Iris-virginica
+72,6.268377389941979,3.8936678814267047,1.8089789574477912,0.45318508659118606,Iris-setosa
+73,4.557097386977152,3.0194331142641255,1.341516467087761,0.08754696620943275,Iris-setosa
+74,6.20031139551841,2.757276436192655,5.19292266341462,1.6635256736095172,Iris-virginica
+75,6.855640549496947,3.082268626134274,5.152903871973302,2.0142171114023126,Iris-virginica
+76,6.409672124354433,2.8577807519649867,4.967700932630688,1.24031481218715,Iris-versicolor
+77,5.571210627851599,2.7573759895928154,4.196758801403783,1.3926795086876365,Iris-versicolor
+78,4.4888220656719335,2.9820996087630647,1.2726070759883399,0.11261888836025485,Iris-setosa
+79,5.275521744965532,2.5490802006939064,3.949288277454965,1.22311373780399,Iris-versicolor
+80,7.305788247090224,3.0861872317242,5.095890401488217,1.6704578904395913,Iris-virginica
+81,5.708104328866509,2.53904640822001,4.186946723494247,1.0800665142260606,Iris-versicolor
+82,5.190663036439033,3.2599073011372504,1.5824774164358195,0.3721897251844368,Iris-setosa
+83,6.325034548015012,2.460689431827126,4.508213833497768,1.4518340746429637,Iris-versicolor
+84,6.715894259666271,3.0027731780755516,4.844137867637073,2.11087253713153,Iris-virginica
+85,6.7007217532721315,2.8947277726659055,4.122396376444481,1.3549103124480142,Iris-versicolor
+86,5.114131234559137,3.880676436117336,1.4214749390037869,0.1162832047436392,Iris-setosa
+87,5.29214201786687,3.5673545085689566,1.7928839593123729,0.43743434549907323,Iris-setosa
+88,4.711486558954364,3.1616313776308727,1.442958806427134,0.23726281506795316,Iris-setosa
+89,5.710309471119866,3.103119019199361,3.946436886625829,1.217552073269343,Iris-versicolor
+90,4.450261683046295,2.7745887892652,1.452572528833435,0.2194519894852714,Iris-setosa
+91,6.0955187605492425,2.7378032183108667,4.955627448516343,1.767726263082974,Iris-virginica
+92,5.10237335799448,2.474388057247321,1.1291643379194927,0.21429638171328644,Iris-setosa
+93,5.7289957618720475,3.0120558374076323,5.2332881056308365,1.7713988886319185,Iris-virginica
+94,5.079939574300815,2.383390615239218,3.0149791942552726,0.8635993091521885,Iris-versicolor
+95,6.138748723752761,2.8663651537132226,4.79428673239633,1.400533991216667,Iris-versicolor
+96,6.586782406948006,2.9895329703872138,5.6408446696626875,2.249512073245202,Iris-virginica
+97,5.7869411220761595,3.027428530387157,4.137457787846572,1.1270466137751796,Iris-versicolor
+98,5.99933839548689,2.877217624641277,4.505804502814014,1.439852351735208,Iris-versicolor
+99,5.012596518084363,3.4120653253355915,1.3772033407654782,0.20637335063529644,Iris-setosa
+100,6.734329087968396,3.0696867491689255,5.0900521531294425,1.5009297560821149,Iris-versicolor
+101,4.927696642147614,2.8990356154479535,1.3125797084786077,0.12320459946966159,Iris-setosa
+102,6.664396647886338,2.8951754258692293,5.810826453389618,1.9118955377225486,Iris-virginica
+103,6.94837325613125,3.4110137003167567,5.205538138740635,2.1830067690384745,Iris-virginica
+104,7.279736874975986,2.944026602114489,6.029699216880485,2.1643507772157395,Iris-virginica
+105,6.724545890715834,3.195296288989689,5.473159230316252,2.223894807262677,Iris-virginica
+106,5.982341344350184,3.002309741041846,4.699334429768607,1.9652329946458458,Iris-virginica
+107,6.910935366929247,2.8959971220456535,4.549689917217795,1.0125950597683877,Iris-versicolor
+108,4.567228540119265,3.4185993255382403,1.490097271262779,0.21883809205646343,Iris-setosa
+109,6.100097846465499,2.952974200070096,5.285346400472769,1.555276702890909,Iris-versicolor
+110,5.444945203547466,3.5894837688005103,1.4968658727241733,0.42317662858234073,Iris-setosa
+111,6.153092791954892,2.8439248682042306,4.609369070062733,1.177936477390495,Iris-versicolor
+112,5.810996802356698,2.8856272491651564,5.046649508833929,1.6480048626446295,Iris-versicolor
+113,5.90012278026699,3.073590377162464,4.786950547943843,1.4774161732553883,Iris-versicolor
+114,5.841849316433676,3.1290627354044536,4.607407063142259,1.7598300962541251,Iris-versicolor
+115,6.284084821363361,3.1886746123368295,5.789697885254547,2.407878603137854,Iris-virginica
+116,6.198687712955301,2.590441540662516,4.601441569028799,1.3432517379197213,Iris-versicolor
+117,7.0185966942126266,3.2740518662058866,5.469253505394216,2.3978447423086027,Iris-virginica
+118,6.666580679070814,2.833635255406197,4.804089885250269,1.370469874702564,Iris-versicolor
+119,5.06297999055618,3.327864543790101,1.403287929138841,0.24177425590605303,Iris-setosa
diff --git a/iris/tvae/3/5/test.csv b/iris/tvae/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/5/train.csv b/iris/tvae/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/5/val.csv b/iris/tvae/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/6/synth.csv b/iris/tvae/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..364933f373c6a5495893dce49d9ef212a02c06ef
--- /dev/null
+++ b/iris/tvae/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.899335217705648,2.8052127714979664,3.9983023985318473,1.1536806576584695,Iris-versicolor
+1,7.382578816204408,3.232674913695953,5.9002750599564004,2.2911784076328714,Iris-virginica
+2,5.75023263344442,2.7027630900385633,3.972530155528785,1.3644471397192317,Iris-versicolor
+3,6.586315526132536,2.9523223844425233,5.616286428290895,2.0920383271148806,Iris-virginica
+4,5.178463281213901,3.408380445429204,1.6526712085933546,0.19128165118820747,Iris-setosa
+5,5.946349684850694,3.0350538408894723,4.931275381243802,0.3017895074044284,Iris-setosa
+6,5.962517870779097,2.8294661358012805,4.580259595340028,1.6332602791720163,Iris-versicolor
+7,6.367051487323501,2.792645203875762,4.896613459816341,1.7901468925058839,Iris-virginica
+8,7.396700725480501,3.149460389972679,6.056320183771381,2.3901975563126983,Iris-virginica
+9,4.689508037006698,3.6907709848340398,1.241907386527991,0.11413877270222525,Iris-setosa
+10,5.131982013385734,3.1907389540077316,1.6202939119141604,0.2242235903876033,Iris-setosa
+11,4.9342208081358345,3.633418896563444,1.4274222604444835,0.2890287115101427,Iris-setosa
+12,6.565620311911849,3.2364708771638675,6.03018923417868,2.1643256424144535,Iris-virginica
+13,5.243924543727635,3.179555295513928,1.598013047654635,0.38405902747218457,Iris-virginica
+14,6.356704514719264,2.8989946653480296,3.8002006547952893,1.0428567678833873,Iris-versicolor
+15,5.499324193618612,2.558893505231099,3.8228108954154645,1.258874941536733,Iris-versicolor
+16,6.017543600589938,2.7134815303821904,4.224177557296492,1.213443503070295,Iris-versicolor
+17,5.752706414274399,3.0391155533281813,4.963310273683242,1.5588464103622146,Iris-versicolor
+18,4.953364012832736,3.090542622565625,1.644689763969856,0.2105405176780497,Iris-setosa
+19,6.322878782688077,2.576645558438528,5.1537301837715015,1.7949376921326112,Iris-virginica
+20,5.699178544024006,2.9547695873413464,5.179268500117144,1.4583876775229891,Iris-versicolor
+21,6.034144608734761,2.91384932779162,4.622665927449456,1.6853094782430225,Iris-setosa
+22,5.165131876134174,2.888660474015482,1.5624087464345573,0.4009821859930106,Iris-setosa
+23,6.862244423077626,3.067480342982479,5.539738705778836,1.7979236316775036,Iris-virginica
+24,5.281502567447689,3.4411013646333783,1.5709760512000157,0.18871699854095114,Iris-setosa
+25,6.7606119459434435,3.5341151776251967,5.867543462024043,2.1543036190076448,Iris-virginica
+26,5.759830498930927,2.7341755919389015,1.396944170550675,0.26350904542705406,Iris-setosa
+27,5.559189876227585,3.7381455582753866,1.4370049305988934,0.11266316809736526,Iris-setosa
+28,5.1976963418767586,3.65733613426399,1.4688577083138095,0.29344452785064234,Iris-setosa
+29,5.194560329591731,2.576573284914492,1.2381354134899876,0.22538813189125778,Iris-setosa
+30,6.806852777837525,2.584613289307854,4.721064395924179,1.1460316805797994,Iris-versicolor
+31,6.238682383290415,3.003726618321115,5.261446889246667,1.3863273105913325,Iris-versicolor
+32,6.175488468037526,3.162474754686459,4.9493156144268,1.5103344641019891,Iris-virginica
+33,6.917422385463082,3.2248052102346736,5.649136799795941,2.178713256252559,Iris-virginica
+34,5.2916151319567595,4.285460482793911,1.4680918446056248,0.321737112164279,Iris-setosa
+35,5.833009609920808,3.1538582045546626,5.066367523436803,1.7657867569925805,Iris-virginica
+36,5.192073432773717,2.972897878580989,4.407509709495052,1.3543323837550085,Iris-versicolor
+37,5.782349870433588,3.3835677232359527,1.7827736289722917,0.34788891784598247,Iris-setosa
+38,6.394512905488516,3.1604593167429322,5.32534718362426,1.8505938278491996,Iris-virginica
+39,6.921453564740124,2.936509099662477,5.715152385293252,2.09795403175233,Iris-virginica
+40,6.580171403176909,3.4447522234080825,5.2065633626120755,2.0571513284124,Iris-virginica
+41,6.582394497975194,3.667168781064733,5.657081882906554,2.158894059002138,Iris-virginica
+42,6.604757165961864,2.821067165931678,4.582688537711284,1.6057437019708412,Iris-versicolor
+43,5.048131639589316,3.9576555126142825,1.1043053003526904,0.09220379572293622,Iris-setosa
+44,4.537927290014351,2.87278213010341,1.5580113805038356,0.10815229121945938,Iris-setosa
+45,5.057412656934667,3.8916072737870637,1.316496849320529,0.21739400589692098,Iris-setosa
+46,4.874310876570984,3.3683853431744635,1.3809087485305211,0.34380637246329104,Iris-setosa
+47,5.157179564876875,3.2297589177879655,1.7122976481581884,0.2902911388280371,Iris-setosa
+48,6.1731149864364125,3.224874480544956,5.287859417617432,1.9292875758215318,Iris-virginica
+49,5.810248645514687,2.9759893847973036,4.9031960580458165,1.6452193494550347,Iris-versicolor
+50,6.862296827380916,3.038763951583681,5.831845245471981,2.3198514460278417,Iris-virginica
+51,6.137806591254421,3.2371060606592534,4.266504221437061,1.3264026844658536,Iris-versicolor
+52,5.645508445456978,3.1299523922263948,4.21439894090592,1.5289458078768512,Iris-versicolor
+53,5.803262574972341,2.6632669430471774,3.697689832374274,1.363798768773479,Iris-versicolor
+54,4.406938603061969,3.1268333447917103,1.3400230107969617,0.15546920280262638,Iris-setosa
+55,6.751782374370947,2.6161400380203217,4.64618647364255,1.29274020366099,Iris-versicolor
+56,6.624232243569519,2.9303952735584127,4.196188786887052,1.6434141774641322,Iris-versicolor
+57,4.9135269758634506,2.343514070478547,3.2656665072906166,0.7457602718280133,Iris-versicolor
+58,6.889371168995491,2.9319088788177488,5.448075637665651,1.8761522640920592,Iris-virginica
+59,6.0664599908302215,2.7689243020806846,4.265052962574371,1.3207262783754183,Iris-versicolor
+60,6.533775453744785,3.2474122818863544,5.392822119160275,1.9970429078281233,Iris-virginica
+61,5.83953853830354,3.012626801488924,5.156666382042908,1.8754584913318748,Iris-virginica
+62,6.364317800793067,2.978436192708942,5.481887338854847,2.022763521559772,Iris-virginica
+63,5.871161379752813,2.689084486987954,4.37233014558505,1.1458231127561314,Iris-versicolor
+64,6.301920406567082,2.852909961037877,4.223305828670615,1.1646048680422998,Iris-versicolor
+65,5.029899991085719,2.389652210421358,3.5605528942268467,0.8911781152990551,Iris-versicolor
+66,6.641169630328381,3.0514990519305907,5.117222285405842,1.9328240978388873,Iris-virginica
+67,5.271565881091407,2.404834186312693,3.9136918136942733,0.9517763390486185,Iris-versicolor
+68,4.916795508854029,3.5686260054778156,1.5596028475162094,0.37916903207582686,Iris-setosa
+69,7.257380895998897,3.1856675647466046,5.996017144108079,1.7637044619080746,Iris-virginica
+70,5.408136764868609,3.457200742385636,1.4764534198945187,0.22096041713173303,Iris-setosa
+71,5.824472134866317,3.1230043108290624,4.128673811304736,1.0985133202342026,Iris-versicolor
+72,7.331036971308008,3.192508275644908,5.946087484234884,2.1704391436329318,Iris-virginica
+73,6.821381083358264,3.177780512565481,5.091038666856676,1.930997756746846,Iris-virginica
+74,6.361708148141993,2.867024993787301,4.867844153379905,1.5828179221623881,Iris-virginica
+75,4.692254923475651,3.6341457562229023,1.4872766707607976,0.12707265723684327,Iris-setosa
+76,5.049341034950135,3.167799890553736,1.4860846559690217,0.16903477394464062,Iris-setosa
+77,4.450463147915224,2.9185509264298246,1.4693554907390984,0.17349559129849532,Iris-setosa
+78,6.1678795127889465,2.7684424786491677,4.660166254838026,1.372114232819536,Iris-versicolor
+79,5.466001635445305,3.8916496984950846,1.3362472133517858,0.15635566572581786,Iris-setosa
+80,6.455018840195604,2.7226396898596534,5.053859424159241,1.5344010046690577,Iris-virginica
+81,5.970080813898718,3.115330464375039,4.9796499677647095,1.545489976300044,Iris-versicolor
+82,5.23851968898776,2.478681033165318,4.228077192442696,1.534771077346989,Iris-versicolor
+83,6.653477718789821,3.239356395892871,5.21279018443033,1.7492763718525584,Iris-virginica
+84,5.958073847165612,3.008547097341647,4.689806052588344,1.7023439064633696,Iris-versicolor
+85,5.123991163853424,3.553657258994956,1.3764596286234119,0.22877302649004866,Iris-setosa
+86,6.792015758726143,2.7889901447607026,4.351717490233591,1.328088878240461,Iris-versicolor
+87,5.6837961039022895,3.0195642289691937,4.184353242594462,1.4819075492908675,Iris-versicolor
+88,6.742513448303104,3.2502641663297696,4.402463951527666,1.3575840038630425,Iris-versicolor
+89,6.524136632939838,3.2891566595778894,5.768719754744044,2.368058596358823,Iris-virginica
+90,4.785633982590036,2.8236051069111987,1.3673106433895048,0.2540287986455597,Iris-setosa
+91,4.931875548992045,3.857834743769971,1.3254049924791416,0.20359134742332186,Iris-setosa
+92,6.375485125959072,3.2217849236641647,5.592188591042016,2.2895795048111327,Iris-virginica
+93,5.899386233999845,2.825369419268332,4.372253472533736,1.4460057358450522,Iris-versicolor
+94,6.389723037351559,3.081888705241947,1.6042331013983104,2.031733624486967,Iris-virginica
+95,4.694659320188821,2.8057263625228153,1.7100692749819588,0.15026690244675683,Iris-setosa
+96,5.769460152888017,2.776499989662529,4.420983421653122,1.374242000453486,Iris-versicolor
+97,6.993579364207516,3.0586415145754153,5.464275243558658,1.424275890201895,Iris-virginica
+98,4.658917137978946,3.304254618696657,1.3878854320205891,0.17501393384513406,Iris-setosa
+99,5.726333876067186,2.8276311701912453,3.8883278507488317,0.9267729360747455,Iris-versicolor
+100,5.080825527669044,2.776897123527553,3.9982214676412795,1.0034833059825652,Iris-versicolor
+101,4.666418204048347,2.866015866928433,1.1994073951925843,0.20799328700211167,Iris-setosa
+102,6.584355836294996,2.835948119186752,4.921478985904516,1.323437321698707,Iris-versicolor
+103,5.199208618713515,2.5133350989034833,1.247714012204556,0.10441434194322363,Iris-setosa
+104,5.1911504156781625,2.8677746988380592,4.679212489910406,1.2434836093564379,Iris-versicolor
+105,4.655267173195042,3.4643127351992566,1.3596525161108521,0.17390747390443614,Iris-setosa
+106,4.566488883826401,3.215941958198571,1.380742012108118,0.14814301530738902,Iris-setosa
+107,5.286407627991877,3.9369500537129225,1.6105892888742697,0.29247451061050755,Iris-setosa
+108,5.658053385134201,2.763691445817281,4.867226917987326,1.5699883487938537,Iris-virginica
+109,5.2622763012182645,3.5404910679650117,1.5347261741076619,0.44338922736263636,Iris-setosa
+110,5.584989164052704,3.0685685564359906,3.9996346276129886,1.2456591517667335,Iris-versicolor
+111,6.821437400554504,2.775096373623197,5.284995028550197,1.9291347655664453,Iris-virginica
+112,5.042520387641604,2.7363204916921218,1.4338216082719977,0.19448715423319993,Iris-setosa
+113,4.820645777777167,2.447288925040282,0.8703782440095199,0.18684716329469825,Iris-setosa
+114,6.817732186731671,3.1805841141022677,4.995497486241871,1.66604123005084,Iris-versicolor
+115,7.155348931851387,3.326284475663162,5.927386206377571,1.9902341079591759,Iris-virginica
+116,6.451842690878975,2.727363415486879,5.100428605613372,1.8576108263970905,Iris-virginica
+117,6.361698981803503,3.1271144228698255,5.071041385499557,1.6603000730551865,Iris-virginica
+118,6.113949079405679,2.6216063858576235,4.60095773577202,1.5141004162858862,Iris-versicolor
+119,5.5901716912600055,2.5027999635825346,3.6399170101983067,0.8963374742575121,Iris-versicolor
diff --git a/iris/tvae/3/6/test.csv b/iris/tvae/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/6/train.csv b/iris/tvae/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/6/val.csv b/iris/tvae/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/7/synth.csv b/iris/tvae/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8b3801f47c52c01a72bc12a265836df09653597
--- /dev/null
+++ b/iris/tvae/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.9647659531502,3.2746186221700166,5.275362099982327,2.193264245180596,Iris-virginica
+1,5.084820463311841,2.436163096141503,3.2701287176371103,1.1943608628506297,Iris-versicolor
+2,5.0482335563885465,3.554441882928609,1.689967878031433,0.26358144540935685,Iris-setosa
+3,6.0627137316396595,2.9919882097750006,4.538991426044824,1.467299701399922,Iris-versicolor
+4,6.825446098830831,3.3269162552366662,5.821963069937486,2.3520604345605425,Iris-virginica
+5,5.783344746787664,2.84322263790892,3.808525443824144,0.9962366560228093,Iris-versicolor
+6,6.342475909789785,3.0436505743309157,5.345930975467637,1.765175115595205,Iris-virginica
+7,4.369370434569094,3.2124822654223997,1.3797663082616116,0.1918941767633222,Iris-setosa
+8,5.0861380896280375,3.5086065698084727,1.6363716494374931,0.34298068214210037,Iris-setosa
+9,5.986117009335117,3.035093489157507,4.499828309684587,1.218031596195158,Iris-versicolor
+10,4.915171111366083,3.10777887235286,1.502676961846416,0.32081955213094004,Iris-setosa
+11,6.135959088715968,2.684818082309187,4.765449411296292,1.3925309779763182,Iris-virginica
+12,5.385353054900673,3.6768021414012817,1.385554348592353,0.2054762850701601,Iris-setosa
+13,4.535026134065908,3.2035833067145973,1.4590887711888711,0.26725731152365007,Iris-setosa
+14,5.582341434858361,2.7324405074517397,4.42966078296253,1.359291715478064,Iris-versicolor
+15,5.522932373069499,2.5588484994169622,4.456513462150114,1.133397444695693,Iris-versicolor
+16,4.842185921544786,3.3439126245929716,1.3845249849565984,0.09571963142501194,Iris-setosa
+17,4.752047662805846,2.0336932983551645,2.739240546888163,0.9157383819984302,Iris-versicolor
+18,7.022945843460822,2.9235037653911697,5.809705408313928,2.0997187563947786,Iris-virginica
+19,6.285549747016177,3.01293054434312,5.486436306326172,1.830577262213648,Iris-virginica
+20,5.713282326625899,2.3443401976107463,4.227636855496473,1.2777097093547203,Iris-versicolor
+21,5.738458256269008,4.051195070030636,1.695639921011089,0.345131501067956,Iris-setosa
+22,5.108585383920869,3.4868376144920403,1.4240413159933454,0.349890509110885,Iris-setosa
+23,4.736413172424012,2.8880679724600813,1.4850193634381226,0.10867657101804326,Iris-setosa
+24,5.900274436896292,2.4846241216156906,4.851902621726541,1.1796875294700313,Iris-virginica
+25,5.659766831209447,2.448835143594967,3.7937537638566248,0.8596039543121039,Iris-versicolor
+26,5.800973222420709,2.803734048542654,4.630297135832188,1.7351158564385982,Iris-virginica
+27,4.66110658094829,3.018831592409068,1.5444179566313347,0.27701951974847283,Iris-setosa
+28,4.783705210275385,3.004899040485699,1.3859740131094358,0.2306205505159713,Iris-setosa
+29,6.483589626982289,2.6154898857464723,5.24251431023644,1.5376637918694218,Iris-virginica
+30,4.7869890694921775,3.4273849560604774,1.5020565864926791,0.18981041712988928,Iris-setosa
+31,6.294411958372163,2.6105978533857486,4.873074650126142,1.6036836756580184,Iris-versicolor
+32,5.747564178434635,2.843555108517257,4.4176767513957875,1.1661467786856563,Iris-versicolor
+33,5.543314337281321,3.0698139017860675,3.8991714042012546,1.2873925973386076,Iris-versicolor
+34,4.5728941244633985,3.1176177867468176,1.4997038729346097,0.15195078939712317,Iris-setosa
+35,5.9062534977537275,3.3453031155948314,4.809538798913581,1.6366665745361886,Iris-versicolor
+36,6.282505259484399,2.8141803070804756,4.712392036374609,1.5417707753288772,Iris-versicolor
+37,6.936805432891997,3.2283444774463645,5.37996369607137,2.228406344982522,Iris-virginica
+38,6.765034932032179,3.3359181242582685,4.822838529394894,2.345133719162659,Iris-virginica
+39,6.710973357365213,3.807306266728065,6.054280670988209,2.6642002594885676,Iris-virginica
+40,5.382507534500886,3.3409767107620354,1.2886996110372446,0.17260786154857832,Iris-setosa
+41,7.079198528757249,3.878138258892881,5.624833521871998,2.599888764653297,Iris-virginica
+42,6.714101392716162,3.0035641567683813,4.48339772164967,1.2778041552395183,Iris-versicolor
+43,5.46187518187389,2.7831972338286306,1.3490073532650555,0.25546936618473054,Iris-setosa
+44,4.822034647409757,3.8377902619233732,1.6097951751926909,0.2820788988141564,Iris-setosa
+45,5.238080479368202,3.1870507191088175,1.4403298586133728,0.14510085510361265,Iris-setosa
+46,6.507933894927619,3.095800887311138,5.358813760233378,2.328656861345089,Iris-virginica
+47,5.745239583758505,4.21499727653948,1.2942358918982124,0.1937314503142024,Iris-setosa
+48,5.339613680264177,2.296722182012896,3.6390709650482336,1.2302831847596094,Iris-versicolor
+49,5.779149089220281,2.630556871886168,4.341630813985614,1.1235495471194978,Iris-versicolor
+50,5.528024927725472,3.369263478620532,1.4037744958747798,0.22553479025821366,Iris-setosa
+51,4.793501813806795,3.265218183120092,1.2215911588800203,0.26063701210526535,Iris-setosa
+52,5.215789655662542,3.5480028112674855,1.7212153255915152,0.28814686707174864,Iris-setosa
+53,5.634049963423434,2.890263217201164,4.0706977767766475,1.0555433986679272,Iris-versicolor
+54,5.1272836953332535,3.4944899813100267,1.4735037165199631,0.27675136217683055,Iris-setosa
+55,6.489093434182003,3.003852421608549,5.662254696293865,2.087805452247104,Iris-virginica
+56,6.1293758920396515,3.4251452791780093,5.5129433449825465,1.9760387462441908,Iris-virginica
+57,6.154590375910127,2.9762076493446616,4.808163497287777,1.6079383799055798,Iris-virginica
+58,6.678543247400989,2.828301902632726,5.101338363093165,1.5603922360874845,Iris-versicolor
+59,5.092316951798249,3.540964738393134,1.2753368135930168,-0.005036208518860719,Iris-setosa
+60,6.328686184438936,2.9827034329935405,4.424064940680201,1.2082002841683241,Iris-versicolor
+61,6.313758156115547,2.882838993269857,4.669178713203674,1.170418730803124,Iris-versicolor
+62,5.665033135714938,2.580140314951126,3.477216083112538,1.0765033155939738,Iris-versicolor
+63,6.233997669687124,3.1886192589094815,4.84360705408394,1.596712810739412,Iris-virginica
+64,4.974360274934208,3.7743134707854233,1.7765457719548483,0.2950310805326178,Iris-setosa
+65,6.065212114104903,2.7311864053469184,5.028538183103992,1.8442578498540037,Iris-virginica
+66,4.9239385851071695,3.2591706734891934,1.5979204429489697,0.25739995979871144,Iris-setosa
+67,4.939344335576368,3.6731068331900723,1.6828463720788986,0.25966138139599854,Iris-setosa
+68,4.99228253504504,3.5927365451480804,1.3026457260292124,0.21285560806481782,Iris-setosa
+69,5.3741492779567155,2.8745197183008004,3.8519808700382763,1.1786152959280556,Iris-versicolor
+70,6.557000708669449,2.8843802395218945,5.0869099144523044,1.632981621183912,Iris-virginica
+71,4.6345061918127675,3.2385728779134846,1.2376695497920043,0.20493508397091098,Iris-setosa
+72,5.144847847957479,2.915222453649877,3.986329851188958,1.1328444724826343,Iris-versicolor
+73,7.297735609651393,2.9696274967847223,5.916218327548548,2.2946459659654974,Iris-virginica
+74,5.331887444838177,2.8689827792914078,1.4578316319080349,0.371212965019688,Iris-setosa
+75,5.600483461048745,3.0992057529747417,4.024555549534153,1.0900701975229454,Iris-versicolor
+76,5.47923749221628,2.9755843195172074,5.7810054224329175,2.1806591620722084,Iris-virginica
+77,6.3022440931465,2.7398960075313927,4.666710006451718,1.6332842496498108,Iris-virginica
+78,5.6858863092416305,3.019536073535027,4.377587783894528,1.5397506784279962,Iris-versicolor
+79,5.339509143185273,3.8531716812460646,1.5689694064216426,0.29741358476771873,Iris-setosa
+80,5.514588067019325,2.4544311561610335,4.259676950318755,1.2076037549036958,Iris-versicolor
+81,6.961414790625027,3.1258994769725206,5.728880893227122,2.0143784768504083,Iris-virginica
+82,5.7570620522717695,2.673653403107261,4.748784108139655,1.8605682096248284,Iris-versicolor
+83,6.06365949815043,2.588423726263235,3.853904025454474,1.0928605857020686,Iris-versicolor
+84,5.917200866665295,2.6719107692440276,4.19765684863525,1.2227623775684247,Iris-versicolor
+85,6.517527539568618,2.943741862864933,4.351313065486948,1.2162100378463898,Iris-versicolor
+86,5.204606634628789,3.5584404535541085,1.5294529380962016,2.1506630066024317,Iris-virginica
+87,4.864542236409873,3.1145380497550526,1.5752964034540382,0.2802738028144413,Iris-setosa
+88,5.5910938239511045,3.3142932528031124,5.335214392339547,0.47424903290040876,Iris-setosa
+89,5.319246274341588,3.7370182739671263,1.3552332083252563,0.06625389276660693,Iris-setosa
+90,4.783456117356272,3.1456801578207445,1.4424656705369192,0.15223770365767575,Iris-setosa
+91,7.159495595625306,2.9891567272953963,4.605633319840639,1.2180764099888008,Iris-versicolor
+92,4.525008343690274,3.3806068079716813,1.350956570376336,0.12802705042321166,Iris-setosa
+93,6.03096726885833,3.5468939611405923,1.6516750018664994,0.43856906716326505,Iris-setosa
+94,6.314090931749987,2.769615968335415,4.469711956987927,1.1161950900377122,Iris-versicolor
+95,5.559806563476631,2.268564711504153,3.205804463320642,0.947837567691735,Iris-versicolor
+96,5.718381010372205,2.7614296547852293,3.6626839093364603,1.4874122337591096,Iris-versicolor
+97,5.6840341207898,2.6346019471566886,3.8058951774060277,0.8555267201211845,Iris-versicolor
+98,6.362348069780766,3.269195550073697,5.34416393257558,2.1042562047171542,Iris-virginica
+99,5.3106854529770375,3.9393655690182983,1.4669943681029571,0.2543309000732783,Iris-setosa
+100,6.308715695997505,3.0525655806236265,5.72454318589239,2.034903773085289,Iris-virginica
+101,6.7322784359649965,3.0099716924901694,4.658507705250812,1.4454140296926625,Iris-versicolor
+102,5.284958181037274,3.649034197059711,1.3917041141288689,0.18843119669357,Iris-setosa
+103,5.039357178776831,3.6235414681919993,1.314058722166052,0.12426338696323991,Iris-setosa
+104,6.2374372715483455,2.616489312577435,3.7226766144163443,1.2613357712976423,Iris-versicolor
+105,5.332150649288305,2.7137559922267536,4.195505791171716,1.5143898757761247,Iris-versicolor
+106,6.430620327990349,3.128786221246266,5.11498347672812,1.8953404688017748,Iris-virginica
+107,6.129911353421249,2.5776890778590023,3.9557190917785574,0.9904598560855539,Iris-versicolor
+108,5.8036459926770405,2.422274995595553,4.058013563072432,0.9974511852655018,Iris-versicolor
+109,4.95706965645953,3.80026432751601,1.40066582543166,0.22502626219033686,Iris-setosa
+110,6.063805242955967,2.9902402123955034,5.5187106554465135,1.901052274889709,Iris-virginica
+111,4.9253488563079255,3.2201004463586154,1.5091753074723893,0.1836269354766849,Iris-setosa
+112,6.643882238390399,2.9660631611747266,5.1455197516416185,1.5412168743365924,Iris-virginica
+113,5.115696850811829,2.5180042367153304,2.755746472831715,0.9775541627370504,Iris-versicolor
+114,4.569702544487191,2.8794708554625896,1.3457416042238972,0.14789857560740222,Iris-setosa
+115,4.486722723429339,3.186433475970461,1.4303578004727873,0.21012432869514172,Iris-setosa
+116,6.612528176360306,2.8494894494950898,4.10524764278364,1.4755179360844604,Iris-versicolor
+117,4.643390346017745,3.419670738807027,1.4131141659612159,0.11393752596546777,Iris-setosa
+118,5.07369044240651,3.5354287100170687,1.4953361630048168,0.3186295040938085,Iris-setosa
+119,6.544887236208903,2.998201002282843,4.456944844597448,1.3232066660381265,Iris-versicolor
diff --git a/iris/tvae/3/7/test.csv b/iris/tvae/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/7/train.csv b/iris/tvae/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/7/val.csv b/iris/tvae/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/8/synth.csv b/iris/tvae/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d95def90fd3e8492d37a0b4e7ca5086a7f0bb6c
--- /dev/null
+++ b/iris/tvae/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.838554483466959,2.909101238178216,5.479392579135286,2.5375614756599,Iris-virginica
+1,4.8692263775474345,3.4503238569186996,1.5416819788360594,0.12559948280113326,Iris-setosa
+2,5.226367730703266,4.0379259825674545,1.6760812251568673,0.2695581702468596,Iris-setosa
+3,5.760352737664411,2.8435868977413237,4.6579941156842395,1.571525529135765,Iris-virginica
+4,4.824531133918385,3.184681947008325,1.5088971687138883,0.3145701895219952,Iris-setosa
+5,7.111177086712118,3.474802305385512,5.960496401040087,2.3235050220179554,Iris-virginica
+6,5.45163776612556,3.6488783606502406,1.1126889578061312,0.12445708024560057,Iris-setosa
+7,6.23862469078879,3.001806266933447,4.9872603483441456,2.376178682335369,Iris-virginica
+8,5.9417025678609,2.7832448484107264,4.567480095369803,1.5131937682081664,Iris-versicolor
+9,5.447238693207603,3.6338254017265235,1.6299784871389098,0.2887733322617013,Iris-setosa
+10,6.826003893287525,3.094947984541029,6.035445213127572,2.1868109146592754,Iris-virginica
+11,6.376791038951928,2.38347585740641,3.7259011780210356,1.223953038330051,Iris-versicolor
+12,4.516273827287929,3.130055105491542,1.2565819843714703,0.22201381215247626,Iris-setosa
+13,4.8817579377302565,3.6742613540100058,1.5778438332820843,0.18243907569833734,Iris-setosa
+14,6.268652413010815,2.712783602386914,5.497863959307915,2.072522760457606,Iris-virginica
+15,6.438098753431122,3.2708125849362486,4.688125258123853,1.8881478802236251,Iris-versicolor
+16,7.288818776247886,3.7731541958435617,5.866114916486522,2.152839242180779,Iris-virginica
+17,6.615336890112385,3.2291585809555676,5.334627085246742,2.281560539918221,Iris-virginica
+18,4.945959160072986,3.0936170377319487,1.481393295587044,1.921954264916657,Iris-setosa
+19,4.620404430165047,2.922946108402544,1.2679512816007532,0.27901143142384977,Iris-setosa
+20,5.8624450666122225,3.072246314911245,1.604305841992339,0.27210780927319506,Iris-setosa
+21,5.818643301793872,2.6997601343876374,3.4828889089248154,1.1468322022956021,Iris-versicolor
+22,4.899618931151408,3.581759371924126,1.52089057601972,0.17509487071120938,Iris-setosa
+23,4.849154010994546,2.702251449421763,1.2348996860192263,0.21486348660420268,Iris-setosa
+24,5.944292624644761,2.890465730040837,4.229935175195189,1.2442581792162388,Iris-versicolor
+25,6.164008319030911,2.8565843736709025,5.0247628150065475,1.4429412037065146,Iris-virginica
+26,5.878253583369904,3.7399960807296577,1.5363680658540586,0.3206045996446788,Iris-setosa
+27,5.124015633188673,3.417896707721499,1.7430435638641877,0.29319204776545377,Iris-setosa
+28,6.193245241567857,3.01219175277154,4.694274848052465,1.6974853502140006,Iris-virginica
+29,5.085882142139786,1.7821101422527297,3.5655430163835264,0.8167200277339072,Iris-versicolor
+30,6.621748789422328,3.236988677063423,5.349068963933495,2.1434912787975873,Iris-virginica
+31,5.38524579828867,2.643861432152496,3.933850606064678,1.2018575263193936,Iris-versicolor
+32,6.01018065748551,2.971976295718316,4.890744362883166,1.4388323282632205,Iris-versicolor
+33,6.05430673750061,2.84925387050867,4.813966966828198,1.772687638461274,Iris-virginica
+34,6.051899668536231,2.8853115639878837,4.296618191969928,1.3896722828669303,Iris-versicolor
+35,6.017667532292774,2.7288381495530674,4.432862670613111,1.1369926687061174,Iris-versicolor
+36,4.991791394622558,3.37594210810421,1.6217812931831954,0.21301540754048326,Iris-setosa
+37,5.6987922776306235,2.585070822317009,4.242337471170297,1.314928017818483,Iris-versicolor
+38,6.370474933602095,2.952746678463076,5.534859943814071,2.0251857468199947,Iris-virginica
+39,4.730564536907089,3.269066880596471,1.5735289317335817,0.2839572255807339,Iris-setosa
+40,5.366206106732385,3.008862122553429,4.968500062723253,2.2331044477135933,Iris-virginica
+41,6.437819830226157,3.089730349088014,4.906941270992339,1.9278770854002614,Iris-virginica
+42,4.681805497076849,3.25413444200134,1.6137868748468356,0.28215604238314074,Iris-setosa
+43,7.2966262288572326,3.292672667523109,5.826338015750462,1.671578488657357,Iris-virginica
+44,6.810793813873918,3.239392165112708,5.304432947587843,2.3343483017813362,Iris-virginica
+45,6.408220010059579,2.9592694726172764,3.973998998246681,1.2720920541218252,Iris-versicolor
+46,7.088830722456421,2.9963949405976424,5.233367293906868,1.4127014586942377,Iris-versicolor
+47,6.882830202393645,3.079385006566518,5.014368008264171,1.7549225544260219,Iris-virginica
+48,4.993768455227617,2.8561398511722884,4.382076439131398,1.580441618562443,Iris-virginica
+49,6.496206118476537,2.6948796649704545,4.903653740814328,1.5134813297016827,Iris-virginica
+50,4.576383898441426,3.3625228060518526,1.4995584403659727,0.21000642905010114,Iris-setosa
+51,4.913320953748747,3.9559585441741887,1.456452571603287,0.3087107794834164,Iris-setosa
+52,6.015955248682789,2.9435610786443576,4.533509353430372,1.4737666586895677,Iris-versicolor
+53,6.3023177073078,3.342247599452371,5.899344079903337,2.3571355749012795,Iris-virginica
+54,5.058912115992122,3.389816797618054,1.4317400671887759,0.3118626331782596,Iris-setosa
+55,6.344587329984017,3.1315007116966753,5.108137218123035,1.867498165647867,Iris-virginica
+56,6.63764808549897,2.9081967215660365,5.784368596385497,1.7802074333186422,Iris-virginica
+57,5.876909209856375,3.1043229174856433,4.767860465251474,1.50592923530816,Iris-virginica
+58,4.895223822964318,3.343032434289676,1.2388624630416274,0.37932380100746066,Iris-setosa
+59,5.121619606310506,3.3268251775904067,1.68068178159699,0.3691472073952794,Iris-setosa
+60,5.624355259491014,3.821388639048946,1.5390233673975493,0.3108238380504518,Iris-setosa
+61,7.216529019993132,2.9767079501073934,5.785748860876518,1.937754986573791,Iris-virginica
+62,4.810656980354493,3.1985363423533277,1.6068173887712793,0.21990034982475715,Iris-setosa
+63,5.905884776115454,2.915714761737645,5.116629892331494,1.4789623688639901,Iris-versicolor
+64,5.131032597890233,3.9119344444152873,1.2399597297550897,0.23537924731324372,Iris-setosa
+65,6.644638821372922,3.416353198055309,5.103419735612543,2.0633375410899104,Iris-virginica
+66,5.223030685048567,3.8287206974279493,1.4329451493815561,0.4304039101701038,Iris-setosa
+67,7.416137240591134,3.103103872131071,6.282727599247234,1.7845436926806382,Iris-virginica
+68,6.88255670346887,2.785512428012561,5.092344972290745,1.957089569805188,Iris-virginica
+69,4.757042427847057,2.990751431159767,1.4391053764856354,0.19975769310333072,Iris-setosa
+70,5.276897758740556,3.557595750168025,1.2589910567971614,0.34956186670540307,Iris-setosa
+71,6.854773870941957,2.8978011219486777,4.586884589513126,1.435357664434322,Iris-versicolor
+72,6.499840465191426,3.265990336548603,4.461861179383821,1.442255599159736,Iris-versicolor
+73,5.909544826628984,2.80623263763659,4.623475450344104,1.660874776531893,Iris-versicolor
+74,6.908770990334176,3.633359901663462,5.994589477907192,1.879136085698915,Iris-virginica
+75,6.823272971798817,3.628250906064509,5.740737651641204,1.8830868298909238,Iris-virginica
+76,6.771716641389553,2.755386057185569,4.729954540123764,1.455418445366585,Iris-versicolor
+77,6.494102222933422,3.070740314446918,4.968507232449214,1.3210345527959424,Iris-versicolor
+78,4.0202782823991905,2.473824988750313,1.2244093255382886,0.13840814918543187,Iris-setosa
+79,5.103799856728742,3.6360621009382337,1.6473335746284918,0.257039199949891,Iris-setosa
+80,4.833837460764063,2.954602344598586,1.36871446007822,0.12587165553264615,Iris-setosa
+81,5.774832675499063,3.0811428222561905,4.895720200745168,1.8564106692215072,Iris-versicolor
+82,6.112159115223503,2.981108097377084,4.167899015190041,1.58157866749052,Iris-versicolor
+83,4.876102134026725,3.27580048138357,1.5020228736265395,0.30710282169679265,Iris-setosa
+84,5.426232482109302,3.3602642294752476,1.6567943392997744,0.37501854900969867,Iris-setosa
+85,6.465746370679055,2.9937978755040597,5.412937071784497,2.304842101208199,Iris-virginica
+86,5.937383550334116,3.1057936518023457,5.253209423494724,1.3841237003346396,Iris-virginica
+87,6.0777340150000185,2.68752029220962,5.199859538208458,2.2977033720183284,Iris-virginica
+88,6.783619374881101,3.116126450386932,5.590767832568565,1.9796144503240805,Iris-virginica
+89,5.191134167402457,4.097120414389302,1.5507477397204992,0.3204749364630541,Iris-setosa
+90,6.014511629145576,3.219834838899303,4.198651887210293,1.44192956392089,Iris-versicolor
+91,5.599175819153917,3.1995504735471227,5.398280950837739,1.5867505949420126,Iris-versicolor
+92,6.241698582767479,2.4978246011895178,4.828688979356693,1.3409868167001049,Iris-versicolor
+93,5.192674887986934,2.915059965297754,4.11399010591668,1.353697755386538,Iris-versicolor
+94,5.509285398716653,2.40051047379415,1.065462434354748,0.12243220499638746,Iris-setosa
+95,4.748449488828907,2.8192831565299317,1.2314773300921462,0.1482574883735726,Iris-setosa
+96,4.917933233738789,3.704352406321174,1.5062703931625319,0.2781081470715919,Iris-setosa
+97,7.389166432360026,2.9499653991760653,4.796024135701609,1.5420909605950164,Iris-versicolor
+98,6.050596505843805,3.086890697393242,4.52554410938596,1.4602750336178862,Iris-versicolor
+99,4.870139926832259,3.3137469995568294,1.4553724313796297,0.2132974026310434,Iris-setosa
+100,7.206359043461744,3.1584797864780305,6.4320409351005345,2.0172427766337795,Iris-virginica
+101,4.823542919443521,2.898244421695273,1.51939827612579,0.3336125790233282,Iris-setosa
+102,5.04210353767672,3.3055692212206975,1.232162750086619,0.14317278370698333,Iris-setosa
+103,5.533444476344108,3.694573163287484,5.317123547185718,0.49777080202867113,Iris-setosa
+104,4.804784728111213,3.0999158571324874,1.5307718048580807,0.08353203582720764,Iris-setosa
+105,6.0687490541628755,3.0324630993431843,4.978349768393537,1.689597952379733,Iris-virginica
+106,6.30733877503394,3.198577989363959,4.745532846500407,1.753392666816874,Iris-virginica
+107,4.895484643131294,3.6898253565327175,1.5129869202681092,0.3291973076937927,Iris-setosa
+108,6.794634736422034,2.8871671089851008,5.588738109375762,2.1137477981950945,Iris-virginica
+109,6.289896012899272,2.9843716808008702,4.778944434613928,1.5581698468569691,Iris-versicolor
+110,6.482394609459836,3.0609858742574114,4.680453200771679,1.7521953298389612,Iris-versicolor
+111,5.1389211430370665,3.384336713856525,1.5409523467506054,0.13768841139068477,Iris-setosa
+112,6.1350414336514625,2.6873474468278653,4.522912079666457,1.6005628083639154,Iris-versicolor
+113,6.89449692229655,2.9775970611928395,5.411688003699781,1.6450912938649647,Iris-versicolor
+114,6.4102040954821895,2.9397645684670604,5.035411435097027,1.9903874310935192,Iris-virginica
+115,7.125925700819064,3.456919000085807,5.527895911257819,2.3541962253553614,Iris-virginica
+116,6.465595814279224,3.187653033016467,5.406826438388906,2.5851021850594607,Iris-virginica
+117,6.875003741624296,3.311452117255513,5.741122928041322,2.408403540670013,Iris-virginica
+118,4.545678020877465,3.638272271732448,1.358347779614278,0.06037337623568642,Iris-setosa
+119,6.823662741487772,3.0402666348082135,5.950317372828731,1.7609346043423058,Iris-virginica
diff --git a/iris/tvae/3/8/test.csv b/iris/tvae/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/8/train.csv b/iris/tvae/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/8/val.csv b/iris/tvae/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/9/synth.csv b/iris/tvae/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5dc5da95348f7be8647fb04813129383daa1621
--- /dev/null
+++ b/iris/tvae/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.278355134938526,3.051163875598103,6.156442244842576,2.2188130233322063,Iris-virginica
+1,6.825889540199857,3.1338515506013356,4.871771349436357,1.4221785887216816,Iris-versicolor
+2,7.458849089398282,2.695673125403996,6.489848403635405,1.596802155101835,Iris-virginica
+3,6.807629800377004,3.072943100598344,5.117322734110562,1.8407055671122943,Iris-virginica
+4,6.689480396135068,2.8525384665028284,5.0215065721692005,1.5812742940720326,Iris-virginica
+5,5.3030529803134705,3.7856018558231765,1.4302549725464635,0.2749335431393963,Iris-setosa
+6,5.976821467214774,2.6227255128534637,4.564262440659573,1.3015448635626308,Iris-versicolor
+7,6.275238944770416,3.516184031839645,5.589155691067628,2.1682127079833995,Iris-virginica
+8,5.608969755903262,2.9233967753762835,4.824551751856409,1.8136904797581372,Iris-versicolor
+9,6.659032027928864,3.7442174125316288,5.529900834690255,2.2392811966845128,Iris-virginica
+10,5.353198923393145,2.8427008102574263,3.9331895800869066,1.09103377738351,Iris-versicolor
+11,6.123174539366606,2.6547628364234517,4.593571304779307,1.4016633142703552,Iris-versicolor
+12,6.030027931534681,2.5641073809141366,4.935003315937785,1.7348550218462622,Iris-virginica
+13,5.650709345773318,4.012098498168977,1.8009082063783153,0.3595482512483972,Iris-setosa
+14,6.2314956785131,2.706516310224113,4.338019999433958,1.2230395551561593,Iris-versicolor
+15,5.340294688879792,3.710439067511108,1.4042017092402395,0.30177291207052714,Iris-setosa
+16,5.923858319425777,3.8846525239544407,1.8630302844947488,0.3915974163959302,Iris-setosa
+17,6.171499732000698,3.196648351919395,4.712002651179143,1.53322933908144,Iris-versicolor
+18,5.781846106686481,2.754190594393906,4.533344393061824,1.5289414524755431,Iris-versicolor
+19,6.4361179981786,2.8846914970418274,4.256329251403598,1.553078384168592,Iris-versicolor
+20,5.159037520165303,3.8585847810264418,1.592077457438504,0.3149188880570864,Iris-setosa
+21,5.7385207747142655,2.8922918038087313,4.5284826277570795,1.39587025512391,Iris-versicolor
+22,5.9699584912316075,3.014798418846393,5.081613352288525,1.6484526999059959,Iris-versicolor
+23,7.356129909275565,2.9833241923982836,6.185066820749592,2.025087669788281,Iris-virginica
+24,5.022009328511354,3.1015837630541663,1.4106548347747736,0.2997257344855933,Iris-setosa
+25,7.027892057309287,2.98747685114744,6.087420326274614,1.9502703569110693,Iris-virginica
+26,6.204574648829248,2.6630207245320907,5.026527022084978,1.6179841228209655,Iris-virginica
+27,6.124396496013028,2.924339108226361,4.231521062376613,1.0185607628965059,Iris-versicolor
+28,6.648363408773872,2.6077065974323057,4.804357459531752,1.5848113534357664,Iris-virginica
+29,6.000282663672853,2.8563821705136694,4.93303153606655,1.3973986891486008,Iris-virginica
+30,5.0010999785592505,3.3156242111762304,1.5756516698940957,0.36982885552257105,Iris-setosa
+31,7.462211277735239,2.9822858401853733,5.206481155138944,1.6673328678353312,Iris-virginica
+32,5.864248349878876,2.7609402532466385,4.178432638445149,1.0853192357203094,Iris-versicolor
+33,5.483798827870176,2.4996420441463987,3.8283204156252335,1.0847275087471084,Iris-versicolor
+34,4.713897108617609,3.8243123952468983,1.5536835808389522,0.16088321569937353,Iris-setosa
+35,6.853286893912951,3.534945260916229,5.920569699741352,2.0409550593645207,Iris-virginica
+36,6.703491802285907,3.027425681269076,4.784913716806645,1.6270432543630222,Iris-versicolor
+37,5.976637182961703,2.8276188788163372,3.8854368522165195,0.9927586563207544,Iris-versicolor
+38,6.08854691522483,2.910720787815781,4.542203786521668,1.597420877650887,Iris-versicolor
+39,6.856908632129501,3.0483860288342464,5.620833747764342,1.946679996326496,Iris-virginica
+40,6.3088311307635605,2.775335931641424,4.769633080357841,1.4256171297314129,Iris-virginica
+41,6.471444125999121,2.9773288731332412,5.003908186995648,1.4978532801876616,Iris-versicolor
+42,6.579374440839161,3.1789811566901367,5.515905278440582,2.226578756265186,Iris-virginica
+43,5.469904263650787,2.650513260962787,4.555251735177281,1.4699613313459328,Iris-versicolor
+44,5.755352885544114,3.153695584694825,5.219901414586598,1.5086187675761404,Iris-virginica
+45,5.959850374778476,2.9430697649289264,5.102782410955558,1.9406775936030196,Iris-virginica
+46,7.145367003061628,3.2417969743696298,5.784512747621038,2.3614973225916236,Iris-virginica
+47,7.0304428164902735,2.786038435928753,5.6940952221091266,1.8514525415932526,Iris-virginica
+48,4.312658332056814,3.34126030016276,1.3591852864729475,0.19362180741131374,Iris-setosa
+49,6.783160411620938,2.834082160370135,5.577278983017814,1.7376509007109082,Iris-virginica
+50,5.333545215620886,2.692007766363548,4.3734995075009,1.4997374486183486,Iris-versicolor
+51,4.562937013643025,2.529197434884993,1.2179616325460612,0.19548210748500022,Iris-setosa
+52,4.660391376547061,3.8843857953655485,1.3904779922444894,0.21889340374182814,Iris-setosa
+53,6.584648712129192,3.408988456926075,6.1445641941267795,2.318796286266376,Iris-virginica
+54,4.9194581323428235,3.4145436210343316,1.4334614937561354,0.3756369131763164,Iris-setosa
+55,4.512574508083847,2.673568806754505,1.4109905457818206,0.11354894082881631,Iris-setosa
+56,4.829504293575951,3.2901096312511102,1.2326951905985812,0.2581108212696991,Iris-setosa
+57,6.27285341153683,2.800482218192769,5.352374166839926,1.6895725696712192,Iris-virginica
+58,4.750515529528735,3.3700263022951793,1.511509040197251,0.19244428596733457,Iris-setosa
+59,5.514921968562463,3.2629062886351834,1.445904076779959,0.29271102701669205,Iris-setosa
+60,6.8498856025228605,2.868830861740339,4.7005022637276666,1.6676158114883384,Iris-versicolor
+61,6.001104813954742,2.6288682328532382,5.30453748268896,1.71550960866871,Iris-virginica
+62,4.805189291969904,3.4493160254983253,1.5951027908426216,0.363021316202372,Iris-setosa
+63,7.103183875711304,3.0579038549033104,5.9561360617459735,2.106563588367712,Iris-virginica
+64,6.199334334231925,2.7540957264302586,3.8084475682969288,1.02827800783759,Iris-versicolor
+65,5.488419104397591,2.356181839214005,3.7471723525865666,1.2225802781065305,Iris-versicolor
+66,6.462728589303683,2.9367719772994554,4.83121066214548,1.2818141469999205,Iris-versicolor
+67,6.644602553648159,3.0069394796295104,5.374474949540564,1.3618219594512437,Iris-virginica
+68,5.70174151188638,2.5448878589557493,4.590695721606752,1.4677506030547651,Iris-virginica
+69,5.477521397629337,2.5075286924420643,3.911674348807571,1.1028286138038221,Iris-versicolor
+70,5.473584049117655,2.9671551606311386,5.003432319244857,1.6073733620274893,Iris-versicolor
+71,4.441824770136811,4.549347693846269,0.9850112644154769,0.14222473412548464,Iris-setosa
+72,5.157185867522054,2.351638004635417,3.100897952685016,1.0717191495054492,Iris-versicolor
+73,6.14601271304192,2.9903731189164993,4.441953655452972,1.3405015737389756,Iris-versicolor
+74,6.743181127595059,2.9493979292249946,4.797431295067227,1.6830767584543118,Iris-versicolor
+75,6.5504207299990895,3.1326865774698396,5.472508481793315,1.959570710550254,Iris-virginica
+76,7.336584019032175,3.02682245119095,6.4686542117341705,1.8672004943352982,Iris-virginica
+77,6.177296109272879,3.0301955040264907,5.154001017508496,1.984982936266622,Iris-virginica
+78,6.609703359584174,3.345792658945922,4.78546928013732,1.9619938637196024,Iris-virginica
+79,4.964235889013569,3.6741541650443725,1.0013233667458086,0.20834455347512026,Iris-setosa
+80,6.216137200547883,2.9267636612482137,5.2670629733900585,2.2581059917486086,Iris-virginica
+81,5.346155999345417,3.9504684169275217,1.2974830123836956,0.10120543626541417,Iris-setosa
+82,7.231292063328136,3.038959275500889,5.909433899847078,2.2329719475447725,Iris-virginica
+83,6.621850433615742,2.40584152196276,4.434314346135093,1.67620219954838,Iris-versicolor
+84,4.490145024995128,2.9938563879093354,1.417407192932482,0.08444615737659483,Iris-setosa
+85,4.954237912358998,3.2403131361983553,1.5028396531602912,0.28081891123997643,Iris-setosa
+86,5.501045165119317,3.8343981895367727,1.2910818213068205,0.07337138046237507,Iris-setosa
+87,6.233854599287213,3.450979988092548,5.160540319298333,2.3097737965049485,Iris-virginica
+88,7.2115319093242425,3.258758235398162,5.608878645446601,1.8779574618738915,Iris-virginica
+89,6.108231274665387,3.0044321941817613,4.668769971090445,1.3074938479302243,Iris-versicolor
+90,7.626906478584783,2.9376071409783218,6.061594249845868,1.6618152082516726,Iris-virginica
+91,5.296133180025097,3.729978607748743,1.5079430223563302,0.3711187679760493,Iris-setosa
+92,6.24825769901127,3.9233023308957113,1.6205299998492195,0.2912460751470341,Iris-setosa
+93,5.9394257690190955,2.6188457943299275,3.356115733631669,1.200172362767094,Iris-versicolor
+94,6.535091664188923,3.35060229543745,6.052780083787649,2.10757827141436,Iris-virginica
+95,4.009397450363861,2.4486724365230708,1.165094561088075,0.14012336101571543,Iris-setosa
+96,6.907934222895375,3.2151659057476825,5.0237462605251935,1.7825908458484994,Iris-virginica
+97,4.9017293095975525,3.3225809160493167,1.566901414024552,0.40877041711936124,Iris-setosa
+98,5.954283319193752,2.6222799641918426,4.591085466503255,1.827132376594489,Iris-virginica
+99,6.710501939941937,2.5699625657385163,5.355281961549092,1.7675050009293929,Iris-virginica
+100,5.049516024270643,3.276168290227144,1.3350346246580103,0.20445947250811458,Iris-setosa
+101,4.441183024966408,2.7501784683149957,1.1494812013747802,0.13400688824381696,Iris-setosa
+102,5.83445270913342,2.4790306721167825,3.971147125590446,1.3343390277790497,Iris-versicolor
+103,5.873098340254755,3.980905363524701,1.36126040349115,0.3334527163113573,Iris-setosa
+104,3.9802683292605554,2.7620702651095486,1.159308084049278,0.057106616071462224,Iris-setosa
+105,5.457795032901145,2.4997369958964946,4.165764164873799,1.652775065821906,Iris-versicolor
+106,6.614916225845409,3.1555680024363557,4.9872096528342515,1.5411076975114832,Iris-versicolor
+107,6.390485091191929,3.3920269743661438,5.421857422899359,2.1145211216476243,Iris-virginica
+108,5.887851461892993,2.781884553023578,4.11801422740528,1.0185159295964332,Iris-versicolor
+109,6.050416995062111,3.10418033284825,4.306736314559363,1.2855714461024716,Iris-versicolor
+110,5.370592249401669,3.8689525258765447,1.5955025953517903,0.4212204510989839,Iris-setosa
+111,5.131616616312003,3.2127809344933396,1.4723923312945746,0.38696773492025993,Iris-setosa
+112,7.314718736838396,3.196558559086155,6.317793371981982,1.860622745162889,Iris-virginica
+113,4.610832305135924,2.9221199103621394,0.9982604743933455,0.04583151262363114,Iris-setosa
+114,5.920802664439498,3.188839355094224,4.418431980183642,1.4607888105722553,Iris-versicolor
+115,4.5058205782690814,2.8487738827607476,1.327708844683277,0.16149268601700573,Iris-setosa
+116,6.621760129675662,3.1892552142811708,4.9542927032063755,1.5709392138767195,Iris-versicolor
+117,4.571328768465069,4.051188886550308,1.1735846221741955,0.12722257169689483,Iris-setosa
+118,5.711097767788715,3.0541833988223672,4.751865959527458,1.8134196068686148,Iris-versicolor
+119,6.270640665087255,3.192545856862841,4.6541979401501266,1.4079448148324505,Iris-versicolor
diff --git a/iris/tvae/3/9/test.csv b/iris/tvae/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/9/train.csv b/iris/tvae/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tvae/3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/3/9/val.csv b/iris/tvae/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tvae/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tvae/3/mlu_log.csv b/iris/tvae/3/mlu_log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a0a896affd5e8c3a979fb8d5a85266afad28c13
--- /dev/null
+++ b/iris/tvae/3/mlu_log.csv
@@ -0,0 +1,965 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+tvae,0,18.50414752960205,,,,,,
+tvae,1,16.5838885307312,,,,,,
+tvae,2,14.380115032196045,,,,,,
+tvae,3,11.635821104049683,,,,,,
+tvae,4,11.653172969818115,,,,,,
+tvae,5,9.060341000556946,,,,,,
+tvae,6,6.986199140548706,,,,,,
+tvae,7,6.616800904273987,,,,,,
+tvae,8,4.4848931431770325,,,,,,
+tvae,9,4.241750329732895,,,,,,
+tvae,10,2.8620165288448334,,,,,,
+tvae,11,2.390150249004364,,,,,,
+tvae,12,1.340472012758255,,,,,,
+tvae,13,1.1927894055843353,,,,,,
+tvae,14,-0.0005587935447692871,,,,,,
+tvae,15,-0.2022649645805359,,,,,,
+tvae,16,-0.2535126805305481,,,,,,
+tvae,17,-0.4832693934440613,,,,,,
+tvae,18,-1.1415495872497559,,,,,,
+tvae,19,-0.7844896912574768,,,,,,
+tvae,20,-1.8250718712806702,,,,,,
+tvae,21,-2.0466367602348328,,,,,,
+tvae,22,-1.3754888772964478,,,,,,
+tvae,23,-2.294449955224991,,,,,,
+tvae,24,-2.4842236638069153,,,,,,
+tvae,25,-2.0188770294189453,,,,,,
+tvae,26,-2.245087742805481,,,,,,
+tvae,27,-3.0356025099754333,,,,,,
+tvae,28,-2.68301260471344,,,,,,
+tvae,29,-2.4497963786125183,,,,,,
+tvae,30,-2.7440657019615173,,,,,,
+tvae,31,-3.6103782653808594,,,,,,
+tvae,32,-3.1519569754600525,,,,,,
+tvae,33,-3.9020045399665833,,,,,,
+tvae,34,-3.934705078601837,,,,,,
+tvae,35,-3.9220563173294067,,,,,,
+tvae,36,-3.772414445877075,,,,,,
+tvae,37,-3.995245099067688,,,,,,
+tvae,38,-3.9048752784729004,,,,,,
+tvae,39,-4.611239433288574,,,,,,
+tvae,40,-3.9948899149894714,,,,,,
+tvae,41,-4.620195209980011,,,,,,
+tvae,42,-4.156864821910858,,,,,,
+tvae,43,-3.997139811515808,,,,,,
+tvae,44,-3.8824862241744995,,,,,,
+tvae,45,-4.918899059295654,,,,,,
+tvae,46,-4.24538379907608,,,,,,
+tvae,47,-4.511724352836609,,,,,,
+tvae,48,-4.3573819398880005,,,,,,
+tvae,49,-4.592860221862793,,,,,,
+tvae,50,-4.580456733703613,,,,,,
+tvae,51,-4.998662233352661,,,,,,
+tvae,52,-4.468027830123901,,,,,,
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+tvae,962,-11.65548062324524,,,,,,
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diff --git a/iris/tvae/3/model.pt b/iris/tvae/3/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7303f4cb9eabdeaf0c99d7b3c4ac76e642e2e429
--- /dev/null
+++ b/iris/tvae/3/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2dc1c2e39c57a3aadfc6e101a470792f52f03f1cc0630c7039473e18f1c2e25
+size 847554
diff --git a/iris/tvae/3/params.json b/iris/tvae/3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..e914bc4a9dbe8454031ca6a1184a2cc4b7bcb2d0
--- /dev/null
+++ b/iris/tvae/3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee4a86cc116ea1fd6d62b1dbcba3ed6e607fa59379ced3f4169eb7346a3132a0
+size 284
diff --git a/iris/tvae/3/state.json b/iris/tvae/3/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a057f8e348f25062d14b704bdc97147ddd05254
--- /dev/null
+++ b/iris/tvae/3/state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95cff1a523c40c716216c70c282cc55db3ff4cfb15be254f6a743043330941d3
+size 768194
diff --git a/iris/tvae/3/tvae_eval.ipynb b/iris/tvae/3/tvae_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..54727c28c08fcf72fc008ce82848346e36d7adf2
--- /dev/null
+++ b/iris/tvae/3/tvae_eval.ipynb
@@ -0,0 +1,2083 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "6e7c10b3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:44.364429Z",
+     "iopub.status.busy": "2024-07-25T09:53:44.364020Z",
+     "iopub.status.idle": "2024-07-25T09:53:57.310087Z",
+     "shell.execute_reply": "2024-07-25T09:53:57.308883Z"
+    },
+    "executionInfo": {
+     "elapsed": 556,
+     "status": "ok",
+     "timestamp": 1697339009466,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.958184,
+     "end_time": "2024-07-25T09:53:57.312545",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:44.354361",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 44%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 66%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "50f7d8c4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:57.336485Z",
+     "iopub.status.busy": "2024-07-25T09:53:57.335524Z",
+     "iopub.status.idle": "2024-07-25T09:53:57.344573Z",
+     "shell.execute_reply": "2024-07-25T09:53:57.343706Z"
+    },
+    "papermill": {
+     "duration": 0.022999,
+     "end_time": "2024-07-25T09:53:57.346602",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.323603",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b245a9f0",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009855,
+     "end_time": "2024-07-25T09:53:57.366495",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.356640",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "2327af8a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:57.388414Z",
+     "iopub.status.busy": "2024-07-25T09:53:57.388093Z",
+     "iopub.status.idle": "2024-07-25T09:53:57.395560Z",
+     "shell.execute_reply": "2024-07-25T09:53:57.394558Z"
+    },
+    "papermill": {
+     "duration": 0.021218,
+     "end_time": "2024-07-25T09:53:57.397795",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.376577",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"tvae\"]\n",
+    "single_model = \"tvae\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"tvae_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"tvae\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "6aa75d5a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:57.419431Z",
+     "iopub.status.busy": "2024-07-25T09:53:57.419101Z",
+     "iopub.status.idle": "2024-07-25T09:53:57.424302Z",
+     "shell.execute_reply": "2024-07-25T09:53:57.423415Z"
+    },
+    "papermill": {
+     "duration": 0.018393,
+     "end_time": "2024-07-25T09:53:57.426350",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.407957",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tvae/3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1ffb4f45",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:57.449900Z",
+     "iopub.status.busy": "2024-07-25T09:53:57.449520Z",
+     "iopub.status.idle": "2024-07-25T09:53:57.456246Z",
+     "shell.execute_reply": "2024-07-25T09:53:57.455343Z"
+    },
+    "papermill": {
+     "duration": 0.020837,
+     "end_time": "2024-07-25T09:53:57.458398",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.437561",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "353ae00d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:57.480325Z",
+     "iopub.status.busy": "2024-07-25T09:53:57.479815Z",
+     "iopub.status.idle": "2024-07-25T09:53:58.500922Z",
+     "shell.execute_reply": "2024-07-25T09:53:58.499936Z"
+    },
+    "papermill": {
+     "duration": 1.034713,
+     "end_time": "2024-07-25T09:53:58.503323",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:57.468610",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "cf4ac3e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:58.526710Z",
+     "iopub.status.busy": "2024-07-25T09:53:58.526331Z",
+     "iopub.status.idle": "2024-07-25T09:53:59.547119Z",
+     "shell.execute_reply": "2024-07-25T09:53:59.545945Z"
+    },
+    "papermill": {
+     "duration": 1.034968,
+     "end_time": "2024-07-25T09:53:59.549317",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:58.514349",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "f05431cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:59.572963Z",
+     "iopub.status.busy": "2024-07-25T09:53:59.572365Z",
+     "iopub.status.idle": "2024-07-25T09:53:59.583040Z",
+     "shell.execute_reply": "2024-07-25T09:53:59.582234Z"
+    },
+    "papermill": {
+     "duration": 0.024699,
+     "end_time": "2024-07-25T09:53:59.584983",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:59.560284",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tvae/3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "b00ccc80",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:53:59.610418Z",
+     "iopub.status.busy": "2024-07-25T09:53:59.610086Z",
+     "iopub.status.idle": "2024-07-25T09:53:59.987561Z",
+     "shell.execute_reply": "2024-07-25T09:53:59.986560Z"
+    },
+    "executionInfo": {
+     "elapsed": 573,
+     "status": "ok",
+     "timestamp": 1697340246093,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.392672,
+     "end_time": "2024-07-25T09:53:59.990025",
+     "exception": false,
+     "start_time": "2024-07-25T09:53:59.597353",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "74a53e64",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:00.015188Z",
+     "iopub.status.busy": "2024-07-25T09:54:00.014429Z",
+     "iopub.status.idle": "2024-07-25T09:54:01.712926Z",
+     "shell.execute_reply": "2024-07-25T09:54:01.711845Z"
+    },
+    "executionInfo": {
+     "elapsed": 17,
+     "status": "ok",
+     "timestamp": 1697340246097,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.713304,
+     "end_time": "2024-07-25T09:54:01.715618",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:00.002314",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "6dc5c588",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:01.742188Z",
+     "iopub.status.busy": "2024-07-25T09:54:01.741761Z",
+     "iopub.status.idle": "2024-07-25T09:54:01.749198Z",
+     "shell.execute_reply": "2024-07-25T09:54:01.748575Z"
+    },
+    "executionInfo": {
+     "elapsed": 365,
+     "status": "ok",
+     "timestamp": 1697343112569,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022292,
+     "end_time": "2024-07-25T09:54:01.751081",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:01.728789",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "state_path = os.path.join(model_dir_2, f\"state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "3a3d0f9e",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:01.774070Z",
+     "iopub.status.busy": "2024-07-25T09:54:01.773785Z",
+     "iopub.status.idle": "2024-07-25T09:54:01.778312Z",
+     "shell.execute_reply": "2024-07-25T09:54:01.777287Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697343113004,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "3d0fe03c-d2ee-4955-9589-0be8e213faf1",
+    "papermill": {
+     "duration": 0.018554,
+     "end_time": "2024-07-25T09:54:01.780532",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:01.761978",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "ce4f83f6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:01.805257Z",
+     "iopub.status.busy": "2024-07-25T09:54:01.804918Z",
+     "iopub.status.idle": "2024-07-25T09:54:01.924061Z",
+     "shell.execute_reply": "2024-07-25T09:54:01.923200Z"
+    },
+    "papermill": {
+     "duration": 0.134204,
+     "end_time": "2024-07-25T09:54:01.926502",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:01.792298",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "ffc0427f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:01.953423Z",
+     "iopub.status.busy": "2024-07-25T09:54:01.953078Z",
+     "iopub.status.idle": "2024-07-25T09:54:06.433362Z",
+     "shell.execute_reply": "2024-07-25T09:54:06.432420Z"
+    },
+    "papermill": {
+     "duration": 4.496119,
+     "end_time": "2024-07-25T09:54:06.435650",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:01.939531",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 09:54:03.737876: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 09:54:03.737935: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 09:54:03.739629: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "25a47804",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:06.461268Z",
+     "iopub.status.busy": "2024-07-25T09:54:06.460619Z",
+     "iopub.status.idle": "2024-07-25T09:54:06.468247Z",
+     "shell.execute_reply": "2024-07-25T09:54:06.467219Z"
+    },
+    "papermill": {
+     "duration": 0.022491,
+     "end_time": "2024-07-25T09:54:06.470336",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:06.447845",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "de4d5d02",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:06.496357Z",
+     "iopub.status.busy": "2024-07-25T09:54:06.496030Z",
+     "iopub.status.idle": "2024-07-25T09:54:09.383019Z",
+     "shell.execute_reply": "2024-07-25T09:54:09.382222Z"
+    },
+    "papermill": {
+     "duration": 2.902511,
+     "end_time": "2024-07-25T09:54:09.385387",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:06.482876",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "b06e2ccc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:09.412930Z",
+     "iopub.status.busy": "2024-07-25T09:54:09.412074Z",
+     "iopub.status.idle": "2024-07-25T09:54:09.419341Z",
+     "shell.execute_reply": "2024-07-25T09:54:09.418480Z"
+    },
+    "papermill": {
+     "duration": 0.02279,
+     "end_time": "2024-07-25T09:54:09.421259",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:09.398469",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "0a3c3e1a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:09.446643Z",
+     "iopub.status.busy": "2024-07-25T09:54:09.446050Z",
+     "iopub.status.idle": "2024-07-25T09:54:09.972299Z",
+     "shell.execute_reply": "2024-07-25T09:54:09.971455Z"
+    },
+    "papermill": {
+     "duration": 0.541625,
+     "end_time": "2024-07-25T09:54:09.974554",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:09.432929",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "e25b26b9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.002924Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.002060Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.023042Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.022220Z"
+    },
+    "papermill": {
+     "duration": 0.037235,
+     "end_time": "2024-07-25T09:54:10.025044",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:09.987809",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['tvae'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "00a315d2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.050839Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.050551Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.098756Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.097729Z"
+    },
+    "papermill": {
+     "duration": 0.063574,
+     "end_time": "2024-07-25T09:54:10.100773",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.037199",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 884, 't_range': None, 'n_steps': 4, 'n_inner_steps': 8, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 16, 'n_samples': 256, 't_steps': 64, 'mlu_run': 4, 'target': None, 'lr': 0.0024691846729202292, 'loss_fn': <function mse_loss at 0x7bcf53898ca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.tvae.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    mlu_params[\"target\"] = mlu_params.pop(\"mlu_target\", mlu_params.pop(\"target\", None))\n",
+    "    mlu_params[\"lr\"] = mlu_params.pop(\"mlu_lr\", mlu_params.pop(\"lr\", None))\n",
+    "    mlu_params[\"loss_fn\"] = mlu_params.pop(\"mlu_loss_fn\", mlu_params.pop(\"loss_fn\", None))\n",
+    "    mlu_params[\"Optim\"] = mlu_params.pop(\"mlu_Optim\", mlu_params.pop(\"Optim\", None))\n",
+    "    mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    print(mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "69776401",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.128318Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.127970Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.146725Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.146037Z"
+    },
+    "papermill": {
+     "duration": 0.035238,
+     "end_time": "2024-07-25T09:54:10.148927",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.113689",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "bc11b22c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.175489Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.175205Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.179521Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.178641Z"
+    },
+    "papermill": {
+     "duration": 0.019682,
+     "end_time": "2024-07-25T09:54:10.181460",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.161778",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "bdb28c18",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.207534Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.207226Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.615602Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.614781Z"
+    },
+    "papermill": {
+     "duration": 0.424381,
+     "end_time": "2024-07-25T09:54:10.618172",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.193791",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/tvae/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "e5b4221c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.646923Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.646606Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.656394Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.655477Z"
+    },
+    "papermill": {
+     "duration": 0.026855,
+     "end_time": "2024-07-25T09:54:10.658603",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.631748",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 64 starting 0 until 884\n",
+      "mlu step times 4*8*4\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log.csv\"),\n",
+    "        **mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "154ea7e3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.685190Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.684886Z",
+     "iopub.status.idle": "2024-07-25T09:54:10.693436Z",
+     "shell.execute_reply": "2024-07-25T09:54:10.692495Z"
+    },
+    "executionInfo": {
+     "elapsed": 3,
+     "status": "ok",
+     "timestamp": 1697343113004,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024086,
+     "end_time": "2024-07-25T09:54:10.695392",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.671306",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.tvae.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "\n",
+    "model_params={\n",
+    "    **params,\n",
+    "}\n",
+    "\n",
+    "for x in [\"compress\", \"decompress\"]:\n",
+    "    model_params[f\"{x}_dims\"] = [\n",
+    "        model_params[f\"{x}_dims\"]\n",
+    "        for i in range(\n",
+    "            model_params.pop(f\"{x}_depth\")\n",
+    "        )\n",
+    "    ]\n",
+    "\n",
+    "model_params[\"epochs\"] = int(round(epoch_scale * model_params[\"epochs\"]))\n",
+    "\n",
+    "model_params[\"mlu_trainer\"] = mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "71f48e40",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T09:54:10.722175Z",
+     "iopub.status.busy": "2024-07-25T09:54:10.721874Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.729864Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.728725Z"
+    },
+    "executionInfo": {
+     "elapsed": 286822,
+     "status": "ok",
+     "timestamp": 1697343399823,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "papermill": {
+     "duration": 500.02384,
+     "end_time": "2024-07-25T10:02:30.732065",
+     "exception": false,
+     "start_time": "2024-07-25T09:54:10.708225",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1569286286830902\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11894791573286057\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0002766895340755582\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 5.003892511012964e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1335155963897705\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0034842309542000294\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.016523875296115875\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1688748151063919\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02755572646856308\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0005057475646026433\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01299100462347269\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04270206391811371\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04768770560622215\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0054167574271559715\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 8.316255843965337e-06\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.094325490295887\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.010493037290871143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.006718197837471962\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0015216442989185452\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.00711587630212307\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03308146074414253\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 7.075779285514727e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.004034852609038353\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014670178294181824\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.001625998760573566\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02420416660606861\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.009970569983124733\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0032721280585974455\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0017030519666150212\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012910529971122742\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.008974974043667316\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0014515513321384788\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012256115674972534\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.002513693179935217\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0018461854197084904\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0003855574759654701\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012551942840218544\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0017091379268094897\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0033629662357270718\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0002911629853770137\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011517904698848724\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0060341255739331245\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.003162457374855876\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 2.5168319552903995e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012342101894319057\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(-16.471668243408203, 5.288724899291992)"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n",
+    "from ml_utility_loss.synthesizers.tvae.process import preprocess\n",
+    "import inspect\n",
+    "\n",
+    "train = dfs[df_name_2]\n",
+    "#transformer, *_ = preprocess(df, cat_features)\n",
+    "tvae = TVAE(**model_params)\n",
+    "#print(inspect.getargspec(tvae.fit))\n",
+    "tvae.fit(train, cat_features, preprocess_df=df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "10b1aaef",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.771774Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.771096Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.799735Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.798890Z"
+    },
+    "executionInfo": {
+     "elapsed": 403,
+     "status": "ok",
+     "timestamp": 1697343400203,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.051262,
+     "end_time": "2024-07-25T10:02:30.801684",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.750422",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "if save_model:\n",
+    "    tvae.mlu_trainer = None\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(tvae, model_path)\n",
+    "    if True or not os.path.exists(state_path):\n",
+    "        torch.save(deepcopy(tvae.model.state_dict()), state_path)\n",
+    "model_params.pop(\"mlu_trainer\", None)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(model_params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "231deaf0",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 228
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.837102Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.836532Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.733490Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.732440Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "error",
+     "timestamp": 1697343400203,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "outputId": "57519fd1-a4d2-4922-c834-1fe290391c16",
+    "papermill": {
+     "duration": 0.917608,
+     "end_time": "2024-07-25T10:02:31.736133",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.818525",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    synth_df = tvae.sample(len(train))\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "509141c1",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 10,
+     "status": "aborted",
+     "timestamp": 1697343400204,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.020182,
+     "end_time": "2024-07-25T10:02:31.774811",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.754629",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyMhtJHOKAMnUJyVHa+D8Sml",
+   "mount_file_id": "1Cug9laqjkt9fyDxiylSn9Jzam9kQyDu3",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 531.289658,
+   "end_time": "2024-07-25T10:02:34.187610",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tvae/3/tvae_eval.ipynb",
+   "output_path": "eval/iris/tvae/3/tvae_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tvae/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T09:53:42.897952",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/tvae/4/0/synth.csv b/iris/tvae/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c562748f4827cce7052ea9a542e7fcfe86507b00
--- /dev/null
+++ b/iris/tvae/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.95223182860676,2.8941990870138703,5.221068544208321,1.9382898523450665,Iris-virginica
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+2,6.25608188056014,2.988478370104422,5.0285172144592885,2.1832647100389364,Iris-virginica
+3,6.833567044070491,3.2023866108694437,5.14507059814063,2.1106733881062825,Iris-virginica
+4,5.636487469119132,2.078081607064789,3.649894069026079,1.228995080631917,Iris-versicolor
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+7,4.99990189089788,3.520394323746719,1.648464956018329,0.1303571599259302,Iris-setosa
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+10,5.6214709096433,2.611872443545609,4.6122142474973025,1.4235860439325987,Iris-versicolor
+11,5.791499197192461,2.947694034262461,4.561578448464789,1.2888426234055474,Iris-versicolor
+12,6.21583334219971,2.9158446530307867,4.9750837797579095,2.050222177098948,Iris-virginica
+13,6.167553490998071,3.1459104056190026,4.481183989047351,1.3687590856238487,Iris-versicolor
+14,4.8631067369733145,3.0294532116007757,1.5757676828083835,0.16642161123561067,Iris-setosa
+15,6.57220518717962,2.816907001362549,5.633683844847125,1.9480695614947965,Iris-virginica
+16,6.493405699755195,3.1000960063676093,4.629285320356834,1.8446412624213329,Iris-virginica
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+19,5.935255256678191,3.097606360367653,4.896541959237756,1.629724568898214,Iris-versicolor
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+24,5.654902990505163,4.201591248988911,1.1464129262671443,0.29187567392291947,Iris-setosa
+25,4.907460081761859,3.454996446317936,1.5441532494245516,0.11990926326457851,Iris-setosa
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+28,6.755757190772322,3.1491236842221433,5.240149873759566,2.5342354321662457,Iris-virginica
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+34,5.04664089548649,3.205796493322352,4.866386269869539,1.9811417996364302,Iris-setosa
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+36,6.82022825408073,3.140871174101647,4.837672728630908,1.6180384652573199,Iris-versicolor
+37,5.875366453797142,2.171429944209907,3.723632125920009,1.3394900048214127,Iris-versicolor
+38,6.255477835509558,2.7803786203584844,3.996140093914085,1.7091314869285086,Iris-versicolor
+39,4.865477480370556,3.23869831425528,1.8049272755010448,0.2227472194185264,Iris-setosa
+40,5.134457449050194,3.5045599099814657,1.5700616019674156,0.4685487990949626,Iris-setosa
+41,5.968454497503327,3.3455716899712447,5.041268352020371,1.4561138392652577,Iris-versicolor
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+54,5.626476830674705,2.7796704214204815,4.33802138757832,1.6650886541122474,Iris-versicolor
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+57,6.47729811061695,2.7573495887223682,5.002366087449758,1.7319989792112656,Iris-virginica
+58,6.127814652119363,2.9017761409012937,4.382741938631363,1.677801061216646,Iris-versicolor
+59,5.576417220798883,2.920461443546386,4.380583018600487,1.6009191611690505,Iris-versicolor
+60,5.929458297472485,3.03695284205317,4.556872141098819,1.9263219122832347,Iris-virginica
+61,6.163731470778461,2.5604698347668267,5.7219550989083,1.9382663894386742,Iris-virginica
+62,4.539710401104658,2.6315659610156734,1.3093105364172504,-0.016883781510632967,Iris-setosa
+63,5.9676958506675435,2.6373128234823793,5.189091160096742,1.897505778408324,Iris-virginica
+64,5.041285910867012,2.4447660503787545,4.019386299170186,1.133888507707471,Iris-versicolor
+65,5.068824501257447,3.113436242496114,1.4967328215772695,0.40411896562896343,Iris-setosa
+66,6.097098879273747,2.9637127001526604,4.28314728762116,1.567098687436252,Iris-versicolor
+67,5.864533588069226,3.0459862318659945,4.094730410118336,0.8157421890914754,Iris-versicolor
+68,6.208488723930142,2.9843849791273986,4.7610427232578925,1.2981901532028506,Iris-versicolor
+69,5.298254561544696,3.5341739977132742,1.4616691145453344,0.2521762269131794,Iris-setosa
+70,5.416210058902136,3.620279049462649,1.4113756217446873,0.2599040997622222,Iris-setosa
+71,4.7779909848371735,3.172783331067683,1.6447334795469062,0.05037997811153705,Iris-setosa
+72,4.914966874428217,3.0440773222059536,1.3378684875046813,0.2606958923862084,Iris-setosa
+73,4.569443866441556,2.629121336960464,1.1892664163352027,0.18843191592994535,Iris-setosa
+74,4.9365045965564285,3.5688565555258727,1.484060608646885,0.16037043231640263,Iris-setosa
+75,4.7009963817494125,3.0708047052596648,1.504598419229331,0.18459545827850532,Iris-setosa
+76,6.525134396385103,3.377468853540738,5.641750329220027,2.53791506165213,Iris-virginica
+77,6.0309931911977515,3.052255823372267,4.417675491179295,1.3962745684627529,Iris-versicolor
+78,4.931826470282145,3.5095254330153876,1.5114619784498846,0.20386505756740197,Iris-setosa
+79,5.302534570264872,2.4849161829935063,4.012759248089921,1.3399700434113293,Iris-versicolor
+80,4.997312212831143,3.3022334651099357,1.4426185671641585,0.313943744224806,Iris-setosa
+81,6.579445400301313,2.640048275958511,5.2285884661038695,1.6444306473477033,Iris-virginica
+82,5.687343069875137,3.936412342423356,1.655317244210491,0.3072413920964598,Iris-setosa
+83,4.838332420877443,3.3892587531293756,1.3892951585845614,0.2224475644888116,Iris-setosa
+84,6.496467126128803,3.148981295313152,4.877065466972875,2.2203891927126405,Iris-virginica
+85,5.821316118617546,2.631495106852224,4.01600755907996,1.2943006942505981,Iris-versicolor
+86,7.0322212971579505,2.667122321058123,5.658652715807156,1.904312655637589,Iris-virginica
+87,4.868146748493132,2.992322952738846,1.7308207907227313,0.08384603141078384,Iris-setosa
+88,4.97563672019489,3.315471470729985,1.467093140590909,0.30378690062711533,Iris-setosa
+89,5.525097759599637,3.1266371512576345,1.604077700394641,0.20228590019027315,Iris-setosa
+90,4.857635216996792,3.4312093741327634,1.627245434049294,0.08025227730299919,Iris-setosa
+91,5.854762606324922,3.0339742816305835,4.199285302725385,1.4937161386434974,Iris-versicolor
+92,5.564312574130938,3.022175622348218,4.890949857400518,1.5380077209256562,Iris-versicolor
+93,6.481511474125434,2.626334061863152,4.629997990745935,1.78511326969259,Iris-virginica
+94,4.81443847220155,2.8805124209440063,1.0816485080757765,0.19608545178880926,Iris-setosa
+95,6.450248606551027,2.8239125507785383,5.387304938033236,2.257830595671137,Iris-virginica
+96,5.621379272684141,2.6373408271548695,4.886376888441019,2.1009893049209474,Iris-virginica
+97,5.4105904455406,2.4072105031538475,3.677239799506907,0.6749044786516533,Iris-versicolor
+98,6.281238870109852,3.467622826704081,4.601084467423672,1.628743722311951,Iris-versicolor
+99,6.24377909290713,3.211148045488342,5.296320107968111,1.8798287788574561,Iris-virginica
+100,5.485936310786101,3.514151541214872,1.6385372488528354,0.23653535334181458,Iris-setosa
+101,6.062209730686481,2.5841843596532175,5.14315083447635,1.6179054080784623,Iris-virginica
+102,5.061716226660155,2.515200705743258,4.092443964589721,1.305392466154162,Iris-versicolor
+103,6.5191528130534095,2.9369816001405034,4.154103490870482,1.4514139930005903,Iris-versicolor
+104,5.95206965102282,2.657886684523688,4.790536126101754,1.6713751022868957,Iris-virginica
+105,6.0100274209249,2.6349004847768307,5.140775849268846,2.589857694513542,Iris-virginica
+106,6.11358964695677,2.9368176239574044,4.78358519914383,1.5475368103227838,Iris-virginica
+107,6.006276977416707,3.085565483478865,4.6590058235216,1.5473264906863182,Iris-virginica
+108,5.381662809687325,3.3919943638396086,1.59430692815182,0.047277766119708714,Iris-setosa
+109,5.329197511087014,3.3191052466190047,1.6208069145932502,0.4179045496696489,Iris-setosa
+110,6.5483544186354745,2.996032023352127,4.895952230407563,1.6791046379309047,Iris-virginica
+111,6.517479250394967,2.8850668652166016,4.467633311237216,1.531458771266283,Iris-versicolor
+112,5.072187373397908,3.1793100981546307,1.6584861521210907,0.2295641657411899,Iris-setosa
+113,7.0914686376605935,2.986364431989861,5.384608085196474,1.8395106884977728,Iris-virginica
+114,6.174265643135659,3.0337085898112726,4.516212558425855,1.800990949614559,Iris-versicolor
+115,5.2885244332587655,3.484254693956651,1.5226691554262581,0.593156070505899,Iris-setosa
+116,6.0358867880604485,4.003170223001033,1.3511597598426206,0.43648792685344195,Iris-setosa
+117,5.919999096499967,2.429736182577922,5.0829360692109,2.214577511599732,Iris-virginica
+118,5.306101573229934,3.6317705011305192,1.3906929502513439,0.36846020684847025,Iris-setosa
+119,6.577623135766939,2.9827788142396874,5.526409295265237,2.032562251726239,Iris-virginica
diff --git a/iris/tvae/4/0/test.csv b/iris/tvae/4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/0/train.csv b/iris/tvae/4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/0/val.csv b/iris/tvae/4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/1/synth.csv b/iris/tvae/4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ecc9dcd3c44da9e026d5254139cf074a663079
--- /dev/null
+++ b/iris/tvae/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.173637694454074,3.631071298808319,1.4637337922360842,0.20377912270373544,Iris-setosa
+1,5.942271457033852,2.9333474232096757,4.88835829660268,2.0837189929394717,Iris-virginica
+2,6.31973468971746,3.1116052770228704,4.502820936240361,1.0741706436128555,Iris-versicolor
+3,6.1600886757031965,2.881346862147601,4.926625082109782,1.8640218389488974,Iris-virginica
+4,6.398637068456659,2.883106432093054,4.4374078224118625,1.446397854701695,Iris-versicolor
+5,4.32568442749267,3.0100480039361317,1.5133704292158028,0.33265981436001557,Iris-setosa
+6,6.638446499838769,3.280806793151895,4.712291582533905,1.4877270371207747,Iris-versicolor
+7,5.910003182302513,2.444508120883195,3.878934255979981,0.7326128595652633,Iris-versicolor
+8,6.870919787905676,2.6604213970870245,5.20687709969458,1.6497559575968683,Iris-virginica
+9,5.671046902430936,3.144222000713883,4.214705440843449,1.4023087164424488,Iris-versicolor
+10,5.632600067806794,2.7154270222069266,4.835616937409854,1.8096651085452535,Iris-virginica
+11,4.326144081230336,2.5757526470812118,1.3154812927615123,0.1849748938041575,Iris-setosa
+12,5.204072896805117,3.3886910987672914,1.1706049120199586,0.4926690253957602,Iris-setosa
+13,6.687273237864628,2.768012608261029,6.242404351911058,1.7621051431687476,Iris-virginica
+14,6.444968392743583,2.876828206354081,5.098394728316027,2.1193029342160212,Iris-virginica
+15,4.593052761999153,3.007658228655845,1.3683990552855814,0.19567754865228143,Iris-setosa
+16,5.262060474197743,3.8095165517862357,1.7644587704349977,0.48580961060103983,Iris-setosa
+17,5.864293367290408,2.714853844990131,4.480802954090446,1.2130440354739718,Iris-versicolor
+18,4.779416346174084,3.119650916720747,1.5096278074330167,0.02190700273896909,Iris-setosa
+19,5.686608797658086,3.5263623909324484,1.4311220645574185,0.3064146538269585,Iris-setosa
+20,4.859143363575661,3.577420678856069,1.5211438400127981,0.3281156224524825,Iris-setosa
+21,6.8675729093232025,3.457309350326205,4.993976935607266,0.5514361418303356,Iris-virginica
+22,5.602654831195671,2.928166870175165,5.0679182953314035,1.3991474430465944,Iris-virginica
+23,4.890454090614408,3.2085225851952686,1.4486120372051203,0.11991396360881562,Iris-setosa
+24,4.766683592886272,2.7254919208062045,1.347300168289993,0.27078361376461324,Iris-setosa
+25,5.896261845712612,3.1952349936193025,5.2112440095770465,1.7596088803242218,Iris-virginica
+26,6.35487535470276,2.648532829852177,5.01611406438297,1.7851391362434128,Iris-virginica
+27,4.915157247244713,3.3493378192455725,1.5238044208132435,0.20047156653896445,Iris-setosa
+28,6.093148647662501,3.278871758090035,4.887358524880676,1.281058790366917,Iris-versicolor
+29,5.634753879924743,2.773708407527115,4.003523242503327,1.1960826285107653,Iris-versicolor
+30,6.029575608669625,3.1876409612970145,4.998323346387199,1.3000803682609758,Iris-versicolor
+31,7.344079811578162,2.4257214921177006,6.835378002597305,2.3710130931536684,Iris-virginica
+32,5.718527853594196,2.960165231902264,5.23233270668184,2.023884442723596,Iris-virginica
+33,4.842314064375194,3.5233408053164084,1.6482123854585775,0.2046877632043,Iris-setosa
+34,5.922711399328144,3.1642461190005196,4.655343756099059,1.6599170950155147,Iris-virginica
+35,6.3300796205063,2.973699586910568,4.3741230409169765,1.5867503341584648,Iris-versicolor
+36,4.7800875506414116,3.401616510600541,1.332309586693066,0.03896871082953157,Iris-setosa
+37,5.86046326519084,3.6949521783500128,1.7431366063750349,0.39673894627586015,Iris-setosa
+38,6.555212056695256,3.0253886628694935,4.410731139033195,1.388683024445864,Iris-versicolor
+39,6.438871108134606,2.7935076109926946,5.183365461359145,2.097901739729945,Iris-virginica
+40,5.073586840102456,3.3525040767399488,1.4135140624523579,0.10528435773978395,Iris-setosa
+41,5.2347336650737235,2.338269443003312,3.865382269585066,1.2117847911710615,Iris-versicolor
+42,5.236114677063999,3.755708908089828,1.4663038657196181,0.4721572633740202,Iris-setosa
+43,5.776595997332699,2.1621430382988915,3.847755046515693,1.2948676217174664,Iris-versicolor
+44,4.983949998361801,3.360859615015306,1.5211264063270775,0.1332711086496822,Iris-setosa
+45,4.469825060967156,2.435580254011046,1.2185317289341335,0.18797199265214765,Iris-setosa
+46,6.470280427691284,3.1374780585942523,4.77008432590908,1.200913554289576,Iris-versicolor
+47,5.588537123033309,3.5695195846802754,1.4918542547818607,0.17608208007777917,Iris-setosa
+48,6.386323899965453,3.0042317185630245,4.666590666638946,1.8464475518652284,Iris-virginica
+49,5.31012950151908,3.3006653377888346,1.543866126370144,0.41383150086788756,Iris-setosa
+50,4.6655535162721105,3.019402286855861,1.4670612735606392,0.1869684295943813,Iris-setosa
+51,5.359022070762654,2.746424668206479,3.879726344976288,1.5908121524755876,Iris-versicolor
+52,5.863462020953964,3.108598816877865,4.4616437821763375,1.6909352439236423,Iris-versicolor
+53,6.721671729394933,2.621399592888747,5.408616101691711,1.8824903770252446,Iris-virginica
+54,5.452426214802127,3.4800912992331763,1.495688954671095,0.01054487073476551,Iris-setosa
+55,7.645834730374054,2.512184572058783,6.2186496936409315,1.8306618539115258,Iris-virginica
+56,5.361018023605283,3.386823731319827,1.5331884569149121,0.1856788001034741,Iris-setosa
+57,7.007199727047589,3.2406355781723306,5.903959290205611,2.516035743950062,Iris-virginica
+58,6.108447053299418,3.1088107702422856,4.7223300830691395,1.9424589488026212,Iris-virginica
+59,6.274317032477888,2.962174969326064,5.119522413263337,1.4976843111273173,Iris-virginica
+60,6.439907345941611,2.71555736261491,5.2958563419378,1.4890068480180663,Iris-versicolor
+61,6.454405365595056,2.9737343697258263,4.816966573132913,2.2726410705077797,Iris-virginica
+62,5.706296227143229,2.8105549986955647,4.31897651238584,1.3259442857824095,Iris-versicolor
+63,4.780699234328833,3.178237623559685,1.285879360486838,0.09760882455615788,Iris-setosa
+64,4.708890311138272,2.965128863071776,1.436004401214166,0.37651251790162554,Iris-setosa
+65,5.187757234961409,3.429873517724097,1.7250313513495792,0.2916793367183354,Iris-setosa
+66,5.324085602613858,3.5284996877255566,1.5275917915788495,0.23779008954027012,Iris-setosa
+67,6.563133129429307,2.6735424873027767,4.126314887145039,1.3768324286725733,Iris-versicolor
+68,5.652643832854311,3.44332017054689,1.5586029734781366,0.23654286227885457,Iris-setosa
+69,5.951519106948023,2.7953140900847226,5.033923643447567,1.724624287773654,Iris-virginica
+70,7.242298248589068,2.8842809207567432,6.893524112424123,2.2506835375106,Iris-virginica
+71,5.925672162656869,2.858155087104313,5.089277765622214,2.3446890436687235,Iris-virginica
+72,5.538637754876357,2.8319625188229023,4.408918221671268,1.3413032975734236,Iris-versicolor
+73,6.257598808536165,3.182255044940547,4.798097816413219,2.0667090557474417,Iris-virginica
+74,6.587934357408468,3.3967572601714755,6.130078706230547,2.4739459236880155,Iris-virginica
+75,4.874372870155445,3.339005720301451,1.61004345102345,0.2347541418220827,Iris-setosa
+76,6.137811223821138,3.2846086996083326,4.931104852481077,1.5874017501906468,Iris-versicolor
+77,5.424599177961198,2.3837725923314186,3.8226720372545784,1.4376177260264695,Iris-versicolor
+78,5.065278701051937,3.5039190123840203,1.3897963977311734,0.31084567790921047,Iris-setosa
+79,6.897999797851368,3.178201593492254,5.390828196704463,2.3160556636934126,Iris-virginica
+80,6.140285945408139,2.8208023499116655,4.860024663950171,1.8374815983953567,Iris-virginica
+81,5.58776660847714,2.868463157763297,4.093605827987942,1.041524908284273,Iris-versicolor
+82,6.1783356425850116,3.073934837294554,4.884481375050472,1.4783618321501797,Iris-versicolor
+83,5.115201252460762,3.517139460636949,1.5139857794046656,0.6128291200622933,Iris-setosa
+84,6.147162748276457,3.070933913120461,5.011094193852374,1.576731751516051,Iris-versicolor
+85,5.118584736217178,3.2504224140022897,1.6314969067271905,0.2633117990523096,Iris-setosa
+86,5.296697530835962,3.077836032152621,1.4012243589101576,0.10461387671719963,Iris-setosa
+87,5.296274411249507,3.188161352973397,1.8399659781417994,0.6471140563931529,Iris-setosa
+88,4.889447213342902,2.919770412904933,1.40430423462069,0.2180919172277971,Iris-setosa
+89,6.52729455897665,3.423456115939321,4.953139490411271,1.7827494433336326,Iris-versicolor
+90,6.279381900024631,3.137051206351223,5.009184375969057,1.6725529007245317,Iris-virginica
+91,7.129624173028173,3.2022405637492297,6.256324259667039,2.5364841794241135,Iris-virginica
+92,6.537440972728004,3.181620450633404,4.414880541115199,1.5694622924301462,Iris-versicolor
+93,5.0045210057547855,2.956363123584171,1.4402552401873643,0.1443223265384161,Iris-setosa
+94,4.977818660593122,3.303989878803013,1.688486628178984,0.3206713829168204,Iris-setosa
+95,6.2043869863257886,3.2458376082886398,5.01645438952575,1.956134206329684,Iris-virginica
+96,6.7306375643992045,3.4849872078718804,5.19543609454201,2.1133977333318854,Iris-virginica
+97,5.163824759609553,3.4638668915620325,1.2541872750010998,0.31274175799375503,Iris-setosa
+98,4.96732209198135,3.56745072926477,1.1801764846081764,0.15737940204280151,Iris-setosa
+99,4.986378953684036,3.1838969016717615,1.197328527607849,0.09722283253850303,Iris-setosa
+100,6.854495641475869,2.973157885808329,5.895195735340227,1.857182493387556,Iris-virginica
+101,5.208986021886558,3.39623153842302,1.6973540673165708,0.08474947136297456,Iris-setosa
+102,5.266431347759501,3.975768524495675,1.4185553362823466,0.3571628719983321,Iris-setosa
+103,5.3791136253038925,2.6515126368084303,5.284383705583558,2.0452141133832584,Iris-virginica
+104,5.116543258606354,3.4527979674406297,1.5249324206519699,0.4524794800206234,Iris-setosa
+105,5.93071521504616,3.3558198832270656,4.633784146579662,1.547097375595421,Iris-versicolor
+106,4.912800523777342,3.3275501096831195,1.2153440956928065,0.23737404365357098,Iris-setosa
+107,4.778547352232425,3.139209619158771,1.460307262514602,0.3038187122641443,Iris-setosa
+108,5.031532646025493,3.1523356319306792,4.953822242925836,1.769020355096597,Iris-setosa
+109,6.7121307225532,2.877998320910062,4.3014491465291185,1.3065740501333236,Iris-versicolor
+110,4.749687193715911,3.1794783140578784,1.5651721304352302,0.19726622151485063,Iris-setosa
+111,6.302313893323466,3.0626815528427827,4.721183573816692,1.3883144264050915,Iris-versicolor
+112,6.4256991589501276,3.293327206848795,4.666981608349732,1.4743637216166228,Iris-versicolor
+113,4.604867513492871,3.232974540919832,1.5807302202659885,0.3598558877050828,Iris-setosa
+114,5.076937479151906,2.432193807695059,3.467734570594449,1.0696950891991328,Iris-versicolor
+115,6.293981119674042,2.8381465124945184,5.389844640559266,1.8475532390528178,Iris-virginica
+116,7.3078808896782625,3.2040515016885687,6.279360552788246,2.1015144189524166,Iris-virginica
+117,5.807524444444276,2.889750736904444,5.048498873536345,1.5778368681965358,Iris-virginica
+118,6.551901964030997,2.5636875381545012,4.8507646758445775,1.8672547316996813,Iris-virginica
+119,5.175684743504272,3.6282996108286953,1.3814040937409529,0.17464309430826275,Iris-setosa
diff --git a/iris/tvae/4/1/test.csv b/iris/tvae/4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/1/train.csv b/iris/tvae/4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/1/val.csv b/iris/tvae/4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/10/synth.csv b/iris/tvae/4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c76f212e03eb90c39d212b5966d6f7a2a4c3bdf6
--- /dev/null
+++ b/iris/tvae/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.39939274316146,2.883788872241217,3.890573174262184,1.3748326911780953,Iris-versicolor
+1,6.198918893367086,2.9662887036159935,5.13430479189089,1.9318736856299183,Iris-virginica
+2,4.659281453970967,3.2817700074918195,1.2907777544264802,0.23060025202210993,Iris-setosa
+3,6.606425765204859,3.333230350366956,5.187867218267511,2.082156029603354,Iris-virginica
+4,4.633010057144702,3.0623106590025486,1.3034502478228063,0.12826514805237516,Iris-setosa
+5,6.328088151039897,2.9494862136049944,4.726857421636402,1.6212253187345795,Iris-virginica
+6,6.339402861010215,2.637240315342518,4.410269191313189,1.3073916308176732,Iris-versicolor
+7,6.505789840450712,3.0812047823980175,4.290834503316377,1.4204235035901822,Iris-versicolor
+8,6.999692132253737,3.403645063776782,6.358663365075459,2.2508278570734146,Iris-virginica
+9,5.625822924315256,2.972390589287221,5.016262533350658,1.8965588591619498,Iris-versicolor
+10,6.269317008932278,3.189288338747654,4.70945509839071,1.6350425547779905,Iris-versicolor
+11,5.1027761658883115,2.984684173441245,1.3543947440420672,1.1284851651126342,Iris-versicolor
+12,4.408560461115578,2.479246372837304,1.1070072409785117,0.2462833761580027,Iris-setosa
+13,5.112231565417861,2.5680330205244157,3.644598498988473,0.7259015861519214,Iris-versicolor
+14,5.158303243472844,3.2846554758032314,1.5170461013137553,0.2853439951579235,Iris-setosa
+15,6.0258330955644395,3.104041616993992,4.9350583723976555,1.472829461534785,Iris-versicolor
+16,4.765088805257811,3.274449170449468,4.507769398794756,1.3645365267256726,Iris-versicolor
+17,5.488486921830021,2.6575510653125356,5.64737460700496,1.828156997422138,Iris-virginica
+18,7.038595813892694,3.079618281270773,5.5689244776840425,1.657461549017459,Iris-virginica
+19,4.948436979718294,3.508887007102329,1.438687294660952,0.3521091382671646,Iris-setosa
+20,5.377200848287105,2.6829593035592976,5.528235691569586,1.7884045966907813,Iris-virginica
+21,6.15501796890968,2.518320770524543,5.044899596838128,1.9120640176885968,Iris-virginica
+22,5.40017841617365,3.5351149633552046,1.5452134711867558,0.17025553248570852,Iris-setosa
+23,7.308727968544167,2.818425575026399,4.520004446091026,1.5003934655501587,Iris-versicolor
+24,5.597481575197585,2.927561483346508,4.464006742180087,1.537582818283963,Iris-versicolor
+25,6.668110618651182,3.379920663072407,4.713950087334149,1.5075797175934558,Iris-versicolor
+26,5.813596803374919,3.676722764004172,1.4752998333412128,0.31545054766275576,Iris-setosa
+27,5.214917748686739,3.591431959760002,1.5948184958828384,0.30349300470637425,Iris-setosa
+28,6.6027370419231985,3.0264140804785455,4.839022341592621,1.5730279454018303,Iris-versicolor
+29,6.165403823833773,3.200333235066849,4.74181304035234,1.9480624460719824,Iris-virginica
+30,6.515180257998526,2.9611144606646738,4.8941638886939325,1.6777345578238843,Iris-versicolor
+31,5.4318485317283836,2.9151642707327916,4.426805914888288,1.4034503452375788,Iris-versicolor
+32,6.430650593172768,3.3680301037303715,5.403272363681132,2.2940330245980243,Iris-virginica
+33,4.944301344590537,3.4307455954772315,1.3609692886881002,0.2181416543109697,Iris-setosa
+34,5.176964869606528,3.292476036000786,1.398575827273802,0.20858190269835072,Iris-setosa
+35,7.325669660099265,2.6551458316201435,6.391943551409404,2.1884187591378157,Iris-virginica
+36,6.047456890342951,2.556562152979133,4.396731816980615,1.072969017041998,Iris-versicolor
+37,5.900633322899879,3.116556668201351,4.2439891823531415,1.129775344381401,Iris-versicolor
+38,5.017660658776902,3.2684775887649735,1.6425019807485395,0.13716620301088944,Iris-setosa
+39,5.155043170445245,3.2877671350233397,1.503491688034457,0.3238693477755157,Iris-setosa
+40,5.082350579684666,3.435966321276514,1.382254915083951,0.17903740206915147,Iris-setosa
+41,6.20460664233845,2.8080891727412727,4.997037962743788,1.5282703269743674,Iris-virginica
+42,5.4233988083534825,2.604283425930889,4.272230420159951,1.2644665316560926,Iris-versicolor
+43,6.415719855646542,2.80108083922283,4.53964428303211,1.4486675322797296,Iris-versicolor
+44,5.500235416093988,2.622088940746008,5.04487944494131,1.0915566503324245,Iris-versicolor
+45,5.477773292521691,2.371712323524174,5.480297806846019,2.1922716072606563,Iris-virginica
+46,6.196228348458024,2.962498655389548,5.014792126075133,1.875574042634514,Iris-versicolor
+47,5.597012311490976,2.687310372620229,4.3737596288733265,1.3808582222681944,Iris-versicolor
+48,5.436094297878143,3.5335497585991664,1.8561486333264376,0.4839556410630279,Iris-setosa
+49,5.158076556690036,3.457250757767178,1.1967340052708655,0.22317402687168353,Iris-setosa
+50,5.4299836346792505,3.5853907152134896,1.4181095133743598,0.5019688027863544,Iris-setosa
+51,6.497718238284314,2.9036547160199384,4.740586500425222,1.5243533760093881,Iris-virginica
+52,6.239810240180163,3.172012674447555,4.910519779375367,1.0566465258410216,Iris-versicolor
+53,5.246626145871093,3.5762640777429793,1.5323430867836945,0.38408183009278696,Iris-setosa
+54,5.372891403460384,2.4726611547399777,4.2991877369052425,1.1548418801749714,Iris-versicolor
+55,4.916825888615039,3.062376721863152,4.708508814583014,1.333028256292681,Iris-versicolor
+56,4.9613220133357725,2.930929985580932,1.3984218631751288,0.24515693827580864,Iris-setosa
+57,4.836405044763076,3.009976757259193,1.3971323193576957,0.21522832517286286,Iris-setosa
+58,4.703322169311226,2.8820302827828894,1.3866758059409303,0.1560631011586505,Iris-setosa
+59,5.802075789297088,2.990076171459953,4.674017534069471,1.3610793250462208,Iris-versicolor
+60,5.114638232394812,3.296709048101985,1.6207195565736414,0.2922827824719312,Iris-setosa
+61,6.027635994718497,2.8727656830359254,5.224079603515214,1.9877540716762776,Iris-virginica
+62,6.93587363585311,3.0170337418519275,5.503484424214019,1.8863146702035436,Iris-virginica
+63,6.250803183573943,2.856719869143154,4.681521205408736,1.8054117304602844,Iris-virginica
+64,5.068873051906322,3.510192308614713,4.7302861719933045,1.6887439027449789,Iris-versicolor
+65,5.510415007280806,3.6434025457429744,1.6231984934710868,0.24077935147516333,Iris-setosa
+66,6.185269263578191,2.7745742071349664,4.654457955140625,1.1025247820761113,Iris-versicolor
+67,4.811385483914483,3.6604733004429573,1.4927479885616806,0.2877198653758145,Iris-setosa
+68,5.008195331315026,3.27247419992991,1.5854484284267039,0.21806637929457404,Iris-setosa
+69,5.207076976588114,3.6394974958355464,1.2683256478705318,0.3633524698913664,Iris-setosa
+70,5.842857309478302,3.8876609221046126,1.9583711442195182,0.28394931490780245,Iris-setosa
+71,6.514905021749968,2.7515873291356243,4.194178200367869,1.5021038985855377,Iris-versicolor
+72,5.483968915056499,2.5741260849222414,5.408827853206177,1.927007836491022,Iris-virginica
+73,6.283218429495236,2.43537681657193,3.795372346152851,1.452694845692276,Iris-versicolor
+74,5.392546074754457,2.6658348389003024,4.590081994708374,1.4593478303089908,Iris-versicolor
+75,7.409965634512901,2.7668758988865116,6.004940855238019,2.2669220111806467,Iris-virginica
+76,4.926567653749972,3.393984542085931,1.6066536194428949,0.48788149316518575,Iris-setosa
+77,5.025503243184727,3.112875641472332,1.5016448415973198,0.09138046063295444,Iris-setosa
+78,6.124877466038321,3.0625426840113508,5.041678881833818,1.8472644231293165,Iris-virginica
+79,6.184416484871038,3.071069329673182,4.68282929023777,1.5374919712269135,Iris-versicolor
+80,6.8311027216999545,3.0641185439664214,5.054883051268072,1.2782619663064296,Iris-versicolor
+81,6.81076309550908,2.9925447599898427,4.585174265748845,1.5291613286093262,Iris-versicolor
+82,5.126992497041043,2.5550778961382976,3.945429577760158,1.292669893323196,Iris-versicolor
+83,5.1128203616663725,3.3228433526733006,1.7240237235340792,0.4083902016501303,Iris-setosa
+84,6.333273749774817,2.985700079591266,4.404179175254255,1.3963551923097781,Iris-versicolor
+85,4.607435720667733,2.9632263273778494,1.5311556653264948,0.07839580880828956,Iris-setosa
+86,5.429454690656592,2.843035208286671,4.679177931920341,1.6703099240459238,Iris-virginica
+87,5.096774701974743,3.2812965170032826,1.3798947024046038,1.3365024820340738,Iris-setosa
+88,6.433190767201883,3.0381718171852525,5.564736517659016,2.1576464898269108,Iris-virginica
+89,6.443043020165765,3.191921824367192,5.668419009331063,2.1591632839000456,Iris-virginica
+90,5.153551806322207,2.928063551133483,1.2269672388690034,0.11396994290196649,Iris-setosa
+91,6.1528047071208585,3.3073768592337887,4.899390061045388,2.0378896125987445,Iris-virginica
+92,5.027821490118194,3.226215786826642,1.5746199781258512,0.2284503790341771,Iris-setosa
+93,5.397265919297475,3.795573706141292,1.4973396253972437,0.35345704135659506,Iris-setosa
+94,4.80733360057038,2.893041349870985,1.6165930858942008,0.20628930307183577,Iris-setosa
+95,6.547558522905901,3.1453332196056607,4.956293050825726,1.851794931360294,Iris-versicolor
+96,6.451328041952594,2.445719486575246,5.740598860065455,1.8087278443335628,Iris-virginica
+97,5.356787390355739,3.7995208811928336,1.6541901458752601,0.5489437836165745,Iris-setosa
+98,6.52818539083163,3.1464517877845024,5.731133405665697,1.8976068789717169,Iris-virginica
+99,4.706749692952693,3.493255561796906,1.2790263912621538,0.15409365716748277,Iris-setosa
+100,6.458040734044959,3.2127087988963545,5.658330864478507,2.0404701371008493,Iris-virginica
+101,4.500464475071444,3.014252823971474,1.4900378627774273,0.21520249979978454,Iris-setosa
+102,5.061421118210638,3.555221709399186,1.488015093870699,0.4252470022306959,Iris-setosa
+103,5.319678655990875,2.5005403764904206,4.178147452067518,1.1679260071222728,Iris-versicolor
+104,7.649137611077631,2.6362110698159085,6.747920427238589,1.8801249864889897,Iris-virginica
+105,5.622010279218471,3.6217725340289437,1.4495131516482904,0.33796086343616205,Iris-setosa
+106,6.382122343337304,2.739308913781516,4.900150207868767,1.4147931083383256,Iris-versicolor
+107,6.797939391962843,2.754874621502388,4.8971883051914284,1.3329458249807067,Iris-virginica
+108,4.886110701005945,3.316134488285062,1.6551342857636375,0.22474001789157846,Iris-setosa
+109,4.79204557570569,3.4755097613509722,1.4950557804456606,0.34987331906319763,Iris-setosa
+110,5.619153968837663,2.5180675945872704,4.744878916092537,2.0453376374564884,Iris-virginica
+111,6.917585389187581,2.7060427621090075,6.168919260780406,2.2129626679944074,Iris-virginica
+112,5.785412524150903,3.355777365852438,1.4554502777771094,0.35320008356719945,Iris-setosa
+113,4.789755456703674,3.449589101436641,1.3390035864433438,0.16767372994920368,Iris-setosa
+114,6.433522246629896,2.6632505355804375,5.082190042125707,1.9359936627895897,Iris-virginica
+115,5.437831320548122,4.130133687936386,1.4596207128279715,0.10630049194420224,Iris-setosa
+116,6.328314084949126,3.0612752223458206,5.760602274167274,2.135678614827515,Iris-virginica
+117,5.267855678095214,3.4837465845026117,1.6752675679218187,0.23108769696523435,Iris-setosa
+118,5.717764640739037,2.793938265370615,4.888015725582872,1.7115674313534166,Iris-versicolor
+119,4.588584103660681,3.3137990045118073,1.522544209864866,0.07124076314654498,Iris-setosa
diff --git a/iris/tvae/4/10/test.csv b/iris/tvae/4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/10/train.csv b/iris/tvae/4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/10/val.csv b/iris/tvae/4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/11/synth.csv b/iris/tvae/4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd6649cff70cee59c04816b40d86de147cf56f24
--- /dev/null
+++ b/iris/tvae/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.09907305196494,2.8324177257151915,4.8452434056667775,1.574637245043071,Iris-versicolor
+1,7.103744515249249,3.5542169617529615,6.3492735408003655,2.528797070073314,Iris-virginica
+2,5.23248891276098,3.4284727447989223,1.7030796357840887,0.3707394239253475,Iris-setosa
+3,5.454061942016871,3.418425036230332,4.814197811550015,2.0541585133079012,Iris-versicolor
+4,5.958989622223435,2.753764101559261,4.036076709413623,1.2906133648180307,Iris-versicolor
+5,5.012964198923126,3.1720899945742995,4.767356482265872,1.976771990436618,Iris-virginica
+6,5.360479155727937,2.719982621105814,4.2465039818224986,1.4477231879768695,Iris-versicolor
+7,5.762187891174152,2.557771600014903,4.118326828884769,1.2067308176833254,Iris-versicolor
+8,4.757186728813181,3.1690190655665136,1.3427363955071254,0.12883585678526782,Iris-setosa
+9,5.040530722387906,4.281052931135096,1.536539985168252,0.30475492661414555,Iris-setosa
+10,4.831303276996804,3.2753084294852726,1.5601392281983104,0.2978502822114681,Iris-setosa
+11,6.1627994225426175,3.2174915865057114,4.525568397585841,1.208780092300342,Iris-versicolor
+12,7.480401190864619,2.855250477218472,6.310543984757457,1.520766835614908,Iris-virginica
+13,6.449673082603422,3.09831688426474,5.674694217301337,2.2254456852734825,Iris-virginica
+14,5.842235325230172,3.0249513506381485,4.842973373688796,1.4396925289526523,Iris-versicolor
+15,5.367096245915774,3.885935941195612,1.4613079583243704,0.3588282142077971,Iris-setosa
+16,5.326943397372654,3.6536369532412363,1.5130663332712346,0.5905487557281546,Iris-setosa
+17,5.538256152768127,2.774183187804005,4.239321706607447,1.2181925524289432,Iris-versicolor
+18,4.959428477782151,3.2652331693541394,1.5080124249879185,0.2051492600605018,Iris-setosa
+19,6.2056788149404545,3.1447838107306505,5.793371742235544,2.3315630154995093,Iris-virginica
+20,4.919780546330988,3.076685642001917,1.5992082673931531,0.30524493327002156,Iris-setosa
+21,6.2771613100116825,2.78811242849844,5.345628051590568,2.040993684006038,Iris-virginica
+22,5.230282888103609,2.375939700600869,4.403116071839431,0.9995329914508868,Iris-versicolor
+23,6.717566069631793,2.6807629207258477,5.135782299427634,1.6146772384216659,Iris-virginica
+24,6.562244444831886,2.4836206203821307,4.9004285195506645,1.7246245898739314,Iris-virginica
+25,6.26642270350729,3.144190373739466,4.718013517948738,1.1946044091062715,Iris-versicolor
+26,6.292844620112196,2.9739986266949283,5.318109384196571,2.1058923565922925,Iris-virginica
+27,6.046752669659132,3.03263134789131,4.775896018073593,1.6038860206646246,Iris-virginica
+28,5.026397882008345,3.2323347273862737,1.5840457845213005,0.1599766951140668,Iris-setosa
+29,6.794928699640191,2.953572050601164,4.998941610249109,1.301998640208196,Iris-versicolor
+30,6.377596251607514,3.17202973658329,5.019957909627635,1.852231027622808,Iris-versicolor
+31,5.871966773463248,2.450203343079348,4.224271664137677,1.3244299059858387,Iris-versicolor
+32,6.753654402265005,2.699549851903643,4.641448585659033,1.5128291612703986,Iris-versicolor
+33,6.078753378490311,3.1457218231533806,4.377053014373692,1.617102997030507,Iris-versicolor
+34,5.414467092074618,2.6268830276285566,5.197214620944722,1.7200672120816713,Iris-virginica
+35,5.168514137442434,3.8625817725524128,1.480438683262183,0.3156464984946715,Iris-setosa
+36,7.4095571686703945,3.7867599511747243,5.793365086538859,2.3883023095395077,Iris-virginica
+37,5.911391398351637,2.7446129460776496,4.040997167776647,1.2641993956552566,Iris-versicolor
+38,4.89764959830901,3.192823892296679,1.4889559244933686,0.31155319684645466,Iris-setosa
+39,6.853653252290026,2.7860716871307387,5.061887241416432,1.9518864242521747,Iris-virginica
+40,5.970651601735977,3.0867724183879015,4.976281003686322,2.1295047804985017,Iris-virginica
+41,4.880517924243408,3.292055918544152,1.4128254674688807,0.23383275361081868,Iris-setosa
+42,5.323719270511672,2.6966890698356454,3.9777474522922653,1.26899746598529,Iris-versicolor
+43,4.840104387445417,2.9706829209448573,1.5294254616425877,0.09269113304873844,Iris-setosa
+44,5.378834095522137,3.2860252282516225,1.448967659388581,0.2273701715886411,Iris-setosa
+45,5.84744631180976,3.4264007095106748,4.968761976129654,1.465883870314491,Iris-versicolor
+46,5.1915840389578385,3.779595846110704,1.5994250143746593,0.3273537647537459,Iris-setosa
+47,6.126861792808729,3.3052195111184384,4.863504773679692,1.763691509704675,Iris-versicolor
+48,5.962408084664875,2.7328695488650823,4.393783917913613,1.4565752225941695,Iris-versicolor
+49,5.709611708959012,3.9033467060691343,1.8145215411599682,0.2695843157315468,Iris-setosa
+50,4.611795288601552,2.982924182521964,1.440194423891763,0.1389543077566235,Iris-setosa
+51,4.969541277714329,3.2400787068256918,1.7138500193856432,0.08804563815727587,Iris-setosa
+52,5.315151329778357,3.326164083767231,1.448228599313016,0.5518851018013451,Iris-setosa
+53,6.922878690709766,2.8237052887973575,5.860470887425681,1.8841450494140137,Iris-virginica
+54,5.6970706141621426,2.701017633434391,4.270036372867185,1.2342681587215236,Iris-versicolor
+55,4.997096984644436,3.760471605027243,1.3649248734437371,0.1292560696277157,Iris-setosa
+56,6.638316112663777,2.725104143090413,4.444327926185837,1.816664007423383,Iris-virginica
+57,5.480731836865574,3.8131430442758836,1.9791883826880234,0.2409085895589084,Iris-setosa
+58,6.065278552345348,2.8991334811021146,4.78299809152355,2.195079920813469,Iris-virginica
+59,6.078538901351613,3.065043396282736,4.249108084934117,1.3658726887425061,Iris-versicolor
+60,5.779343119070989,2.9129522403625403,4.534045167524386,1.4059765503444575,Iris-versicolor
+61,6.143723961342373,3.112874283383532,4.3998823056902845,1.1038249414237438,Iris-versicolor
+62,6.215364499420303,2.9276650631846426,4.805792748711006,1.3475457993616664,Iris-versicolor
+63,6.793797248803886,2.920214124030833,4.6309255533922595,1.4972067462985432,Iris-versicolor
+64,6.828310284779255,2.669939963509262,4.885662240331286,1.7538375983571437,Iris-virginica
+65,5.352238808803924,2.046088303242198,3.954419320114367,1.1714388602494665,Iris-versicolor
+66,6.743225096161796,3.4065402303242287,5.306411720905636,0.6765909635429788,Iris-virginica
+67,6.869084162277996,3.25739160142495,5.499458735002717,2.324099887609705,Iris-virginica
+68,4.920997563074915,3.5443620155757105,1.5879990299164493,0.039008105165398044,Iris-setosa
+69,6.193193956882986,2.921290222592967,4.843902246350458,1.2005631233835334,Iris-versicolor
+70,6.229537972061309,2.741245510840309,4.959154267363419,1.7069171567373629,Iris-virginica
+71,6.8651860298922,2.997866744450817,5.691990711760764,1.8374724968001124,Iris-virginica
+72,4.87247283805942,3.036036769259625,1.4701431904530535,-0.0030358522662449205,Iris-setosa
+73,5.648496824013328,3.2637900766116266,1.2676252411088802,0.06874189999103406,Iris-setosa
+74,5.151365083937557,3.21091218727573,1.4267513474402398,0.054387952587727134,Iris-setosa
+75,5.548815733472356,2.5480052669983313,4.029522757749135,1.1690860658489726,Iris-versicolor
+76,5.231940286792748,3.354985868638328,1.3650482531319545,0.3171416029852105,Iris-setosa
+77,4.661216662351588,3.15305956249723,1.4130167979461452,0.13417292130863404,Iris-setosa
+78,5.118754767315811,3.3577651476385717,1.5526846263472345,0.6391029029872819,Iris-setosa
+79,6.247561504794151,2.9794267132592247,6.060189358414118,1.6794790930794092,Iris-virginica
+80,6.317838727319137,3.28051190492496,5.527450348849161,1.8377638423354759,Iris-virginica
+81,4.990083912579182,4.16248211001097,1.251999582594577,0.35268320117520635,Iris-setosa
+82,5.22192061548304,3.2882546340365963,1.5351670887804616,0.20622221596438606,Iris-setosa
+83,5.882314334347752,3.382946534078994,1.3700232618533148,0.13495784120628498,Iris-setosa
+84,4.916680171424843,3.4790826032380626,1.5998433162589976,0.2863782244790431,Iris-setosa
+85,6.604722910959145,3.017641199692104,5.707403644144907,2.45419915172463,Iris-virginica
+86,6.11861275541345,2.4905952530674735,4.550662244915276,1.5968679385740396,Iris-versicolor
+87,5.8201733460259755,2.695848265190462,4.3322403408872905,1.2116990021921459,Iris-versicolor
+88,5.50630926728047,2.721851174627331,4.488951096966074,1.3184040085528541,Iris-versicolor
+89,6.063949355885562,2.977566998395428,4.4769383256647615,1.4709644732996543,Iris-versicolor
+90,5.975535648720302,3.1213319528398347,3.906244917648709,1.4486989441763172,Iris-versicolor
+91,4.681784660962769,3.141584953649657,1.2533478273100478,0.3546663913195797,Iris-setosa
+92,5.288963567704644,3.518436326217047,1.418997888225218,0.21580623551395317,Iris-setosa
+93,6.048249255635808,3.215683680761063,4.628048021347838,1.624959498391544,Iris-versicolor
+94,6.057445441849361,2.975942948427972,4.69390477192383,1.4526975073393096,Iris-virginica
+95,6.851059048492793,2.927164668705573,5.010806434742361,1.5148698400548286,Iris-versicolor
+96,4.57489862807314,2.640514820585514,1.3476625940732725,0.37895391860995703,Iris-setosa
+97,4.977259759200767,3.375707147528243,1.7513758738013738,0.3872362826964525,Iris-setosa
+98,5.697481901351041,2.824250426534094,4.5563009508470635,1.6018302442600019,Iris-versicolor
+99,6.06035059365377,3.523680355731133,1.7883162721278243,0.18357672851654627,Iris-setosa
+100,5.457916243771567,2.8308216659122682,4.645605881772021,1.6630792949720776,Iris-virginica
+101,5.142628779425973,2.909673292810646,1.557342248039497,0.07547336745959546,Iris-setosa
+102,4.894711517647752,3.3135463352993706,1.338408495334511,0.2791036111573577,Iris-setosa
+103,5.656237462855063,3.0801200274502563,4.591574895994708,1.4617610114828574,Iris-versicolor
+104,5.210333714212741,3.545070989098382,1.5669700973592198,0.13655435501622837,Iris-setosa
+105,5.28832114623363,3.7983353073086783,1.2736945977587464,0.3446439081610071,Iris-setosa
+106,5.761186102275046,3.4917188885210333,1.469353207305525,0.2772458553069022,Iris-setosa
+107,5.224875706066723,3.585812476037402,1.526925293143441,0.4527313001307345,Iris-setosa
+108,5.383789031875633,3.4834228237934006,1.494873518946675,0.21305069994365938,Iris-setosa
+109,5.6266113350177,2.774369107033648,3.9926966401205917,1.3930888933720662,Iris-versicolor
+110,5.064079459128928,3.153528386084308,1.5868677861683587,0.17030332597655584,Iris-setosa
+111,5.5172683594640315,2.95296279217881,4.652877988066837,1.4647164499801753,Iris-versicolor
+112,5.875833366295897,3.1083796210192807,5.5950710443875895,1.997605053483181,Iris-virginica
+113,7.128214163253383,2.9918060609797843,4.71381518777607,1.1610755534315027,Iris-versicolor
+114,5.996420005407259,2.9392646114670944,4.238020697560923,1.3153375156806888,Iris-versicolor
+115,6.57433767025571,3.046011829115739,4.554399784549856,1.7800106446698767,Iris-versicolor
+116,6.4771443793627155,3.067392676573284,5.079724181960402,1.562428373004858,Iris-versicolor
+117,5.962491957467883,3.1123565457025997,4.33167488508749,1.3136628239469064,Iris-versicolor
+118,5.162947677430392,3.5428908808555533,1.4604056194755,0.10436699256468998,Iris-setosa
+119,4.84198588313485,3.2683618616204275,1.5915826297336215,0.16620368248072165,Iris-setosa
diff --git a/iris/tvae/4/11/test.csv b/iris/tvae/4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/11/train.csv b/iris/tvae/4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/11/val.csv b/iris/tvae/4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/12/synth.csv b/iris/tvae/4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e66104961ccf41138f3966425a8343c2e2c9f79
--- /dev/null
+++ b/iris/tvae/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.66271728024059,2.8372721730340724,1.4081775320201615,0.19488674536634812,Iris-setosa
+1,4.179318952365776,3.1504710501698954,1.1679635376219974,0.4016716517306982,Iris-setosa
+2,5.1102573776442695,3.4674333989920716,1.1337873940990382,0.20223325188111502,Iris-setosa
+3,5.0470764621368005,3.260180118943114,1.5758300378175027,0.11532335261875146,Iris-setosa
+4,6.394546942025463,2.610652794755732,4.397875918922688,1.2027264349035547,Iris-versicolor
+5,5.685527225620478,3.205671502466619,4.6801149300441995,2.0856795333547273,Iris-virginica
+6,4.671755469040289,3.035076160158308,1.6400829601828804,0.21313035132678904,Iris-setosa
+7,5.309752172850061,3.2533830876919807,1.6710569155242325,0.44920235951810766,Iris-setosa
+8,6.758784243428857,2.955329936519622,5.649559197371092,1.750626159585348,Iris-virginica
+9,6.641868676552636,2.9132733226167566,4.170374059478926,1.2644938323073995,Iris-versicolor
+10,5.2619268692835925,3.6693652642902284,1.5264050310407133,0.48982671347673074,Iris-setosa
+11,6.381539709609884,2.649474746483811,5.178117351530852,1.8371784381517609,Iris-virginica
+12,4.79617959952253,3.1093385051316482,1.4379503017462223,0.15343484033872248,Iris-setosa
+13,5.216568438913476,2.9409889035206995,4.231594453423496,1.3329541500970132,Iris-versicolor
+14,5.889119969315332,2.688736943925963,4.849692976988193,1.8566850268613662,Iris-virginica
+15,4.980277248659388,3.280628422536734,1.2861223185422883,0.03620405410002367,Iris-setosa
+16,6.555068798650798,2.8958638338099942,5.04851068975814,1.5497343995450497,Iris-virginica
+17,5.599278223926489,2.2313501845576105,3.743692900798679,1.0028889058426,Iris-versicolor
+18,4.535875662945815,2.9949994121037893,1.5150733501479687,0.20324237263462896,Iris-setosa
+19,6.583548291311033,3.1490481302585294,4.416708827701734,1.6001762298584834,Iris-versicolor
+20,6.346680550264782,2.9953669786680095,5.3733895705105965,1.8312495479886275,Iris-virginica
+21,5.4810423849488,2.718008037742251,4.797577918095356,1.629322749297979,Iris-virginica
+22,6.353817356731463,2.646279300727275,4.328162166341823,1.6251312099736785,Iris-versicolor
+23,5.787006885663353,2.9860428472442204,4.440731620341116,1.2379994026610288,Iris-versicolor
+24,5.319869225566991,2.8028592727006822,4.964088951574347,1.976221294447968,Iris-virginica
+25,4.405518154503224,2.8722186066637403,1.436699694577369,0.1018175586534697,Iris-setosa
+26,4.7481529524096375,3.3102245235529892,1.6045885670501596,0.12806146722177658,Iris-setosa
+27,4.936155311515885,2.7127608442747384,4.1511066024599375,1.4620135274243782,Iris-versicolor
+28,6.7231521697461565,2.6527081627490015,5.759594797125141,2.043086464972974,Iris-virginica
+29,5.840325612473618,2.2728609969444795,3.6268237771030645,1.0178248380733277,Iris-versicolor
+30,6.359394669430497,2.8094372165661805,5.102580601885085,1.4869521420299112,Iris-versicolor
+31,5.010397645791799,3.219523003069018,1.4623404263199493,1.2397599497703922,Iris-setosa
+32,5.9365862693319995,3.002054922337665,3.934066961907922,1.3151735472883908,Iris-versicolor
+33,7.511732534501435,3.840929110307951,6.269117364512659,2.1652002314478596,Iris-virginica
+34,4.410756295380752,2.303706349260781,1.552138252610851,0.22470985136972163,Iris-setosa
+35,6.683722464247767,2.9821749815012284,5.00607188238871,1.7137731778763767,Iris-versicolor
+36,6.596199946330687,2.9915165259361634,4.72271231861614,1.6355092153093171,Iris-versicolor
+37,6.200123414373378,2.9678891864026204,4.606567384013455,1.5667338838543847,Iris-versicolor
+38,4.703229879934921,3.1879581510573187,1.5979063922603554,0.13725582752613263,Iris-setosa
+39,5.674033196895664,3.1410693449598828,4.54271824759758,1.34871769460025,Iris-versicolor
+40,5.974678295069822,3.15632807554046,4.707833277960828,1.7970143612052454,Iris-versicolor
+41,4.9143715953935185,2.8921659816635175,1.7189407435716026,0.24748935877769707,Iris-setosa
+42,5.265330134176741,3.5282455876672802,1.462778909032385,0.28374171727682024,Iris-setosa
+43,6.41919115444607,2.54210943063939,4.616589841889587,1.2944988974640506,Iris-versicolor
+44,6.9762478201948515,2.570487263068016,5.57178585891711,1.8212046350220965,Iris-virginica
+45,5.138224426527464,3.551255690616764,1.4751062840957134,0.400361295233176,Iris-setosa
+46,5.140345223080857,2.438639579383135,3.6199777149253434,1.6469448612979933,Iris-versicolor
+47,5.6569838341080985,2.5906174090918896,5.181945679090619,2.108408370775035,Iris-virginica
+48,4.66970694343895,3.4471847902666224,1.407882619986891,0.37990724245978597,Iris-setosa
+49,4.938619307770213,3.603886434025425,1.4140683502550317,0.20813366150439774,Iris-setosa
+50,6.50735115593355,2.8711078308633318,4.3906788707235425,1.8244133011800425,Iris-versicolor
+51,4.9796904359955585,3.435076117562372,1.5184288871315268,0.24527157758732226,Iris-setosa
+52,4.912221594804856,3.335509197219925,1.6441879728136901,0.23190982996830337,Iris-setosa
+53,5.537569224955186,3.6577638500469414,1.4320307035192779,0.3093404406702175,Iris-setosa
+54,5.3259918338918055,3.593499286911377,1.6030110766049113,0.15313886217570605,Iris-setosa
+55,6.678528715872144,2.826231283164232,4.70057318772119,1.6037538420780622,Iris-versicolor
+56,6.188532626703584,2.6771171651454857,4.112294671072225,1.2663972941169765,Iris-versicolor
+57,7.254802175953554,2.791410642899571,6.430012833888875,1.9210769003438695,Iris-virginica
+58,6.478630771292229,2.5448290890615786,5.293567904914419,1.5217183521387252,Iris-virginica
+59,4.909023082236619,3.263730427662502,1.169058968403105,0.030787711602652312,Iris-setosa
+60,5.656537826689896,3.295148872355481,1.6000627909446485,0.11577977030398484,Iris-setosa
+61,6.28801139790479,3.2050596093011388,5.576456872040054,2.3229091429575224,Iris-virginica
+62,5.19949112357372,2.6475295945011474,4.1801106981179865,1.6519031707575444,Iris-versicolor
+63,5.213801699109323,3.5078953309446432,1.633818537615329,0.1807599640571721,Iris-setosa
+64,5.183701607557645,3.354975974663111,1.6281078325799592,0.21118150106382355,Iris-setosa
+65,5.67997740140357,4.034706828367891,1.6891385982553984,0.23929000171105352,Iris-setosa
+66,5.208209864767123,2.550829483901457,4.065751388544921,1.0103807149235735,Iris-versicolor
+67,5.226869059628991,3.568419188286841,1.7166079420340223,0.2565832531193247,Iris-setosa
+68,4.757566642683047,2.9946494335285005,1.6075708337240529,0.1567240934564622,Iris-setosa
+69,5.98913092400829,2.437704793531352,4.2375036954282,1.2898791155184357,Iris-versicolor
+70,5.672021108091121,3.633988207938458,1.5627690914747367,0.38986218463408623,Iris-setosa
+71,6.319203980432725,2.889504811189687,4.396011842340791,1.4345872580967458,Iris-versicolor
+72,5.417333473379542,2.4821343751396525,3.9170755691666312,1.0100193483154898,Iris-versicolor
+73,4.337690703923169,2.822235847659639,1.4144630510369582,0.39274350736426233,Iris-setosa
+74,7.206272449649665,3.1583268187911995,5.708974060039235,2.337463157392027,Iris-virginica
+75,5.212985309481946,2.519091570400442,3.666434353363716,1.2549908085592298,Iris-versicolor
+76,5.545128164125412,2.7830353753481853,4.7913550131288885,1.4558174507532275,Iris-versicolor
+77,5.260225587978896,2.8027788041840944,4.479234260656111,1.332393175755314,Iris-versicolor
+78,5.433219994831499,2.489849188903383,4.387536564709004,1.4491319468065673,Iris-versicolor
+79,6.579974500980535,2.476454103524492,5.4473000602205,1.6285378014798964,Iris-virginica
+80,5.012866155235021,3.579864901504429,1.4548626116464218,0.3402888760659888,Iris-setosa
+81,4.916511170686963,3.1596792568345933,1.415771116713916,0.10042286973400741,Iris-setosa
+82,6.32568403738342,2.6160716996538524,4.249475406660054,1.3072849126472021,Iris-versicolor
+83,6.137148218712152,2.560489913470966,4.741393864549319,1.4758830254487263,Iris-versicolor
+84,5.430422461707167,3.649633101866883,1.8691667986996643,0.4471900863742353,Iris-setosa
+85,6.031036810067599,2.668798706390087,4.90430472034716,2.0148712733849443,Iris-virginica
+86,5.482203936045169,2.8457721136447676,4.940988985758023,1.7668681069275258,Iris-virginica
+87,6.0652504940237035,3.1182652571187215,4.3844195926890315,1.2901469305791702,Iris-versicolor
+88,6.2829563751685775,3.10688068590183,5.1822756900500515,1.9267358201145752,Iris-virginica
+89,6.563494457346584,2.8843483481179484,4.7832383073747735,1.4550214953259917,Iris-versicolor
+90,5.2135461530617455,3.734949933390187,1.498612397304378,0.5029919352535669,Iris-setosa
+91,4.929990055799448,3.463116092805552,1.4131700832904477,1.842416038503129,Iris-setosa
+92,5.010165453423689,3.516149528242935,1.6053336332624637,0.2208967816541514,Iris-setosa
+93,5.476645569775344,3.4202662394260113,1.6999594236603173,0.6132159870913245,Iris-setosa
+94,4.954013016292844,3.290894981654876,1.51037116608802,0.139153044726186,Iris-setosa
+95,6.245643960508604,2.771577286297784,5.479768497279855,2.183276509043319,Iris-virginica
+96,6.510676956201942,3.0784004324197416,5.491291923357821,2.0445706100495986,Iris-virginica
+97,5.102514180078483,2.7480399708413956,4.386567728257604,1.2698083499749355,Iris-versicolor
+98,6.1431658047063085,3.145194488683415,5.414177228824394,2.005471987519286,Iris-virginica
+99,6.116648686337437,2.8374140312540814,4.978756081705871,2.061716463873918,Iris-virginica
+100,6.263840372465973,3.442209022225583,5.399228273557291,1.8899286855877095,Iris-virginica
+101,6.566506408922388,2.4264587825111232,5.976390893431093,1.665382203597939,Iris-virginica
+102,5.083120520640647,3.3410664950797457,1.5073381381602116,0.19333517250354781,Iris-setosa
+103,6.074901657147721,3.0376911261988035,5.156706970055322,2.1970661538386644,Iris-virginica
+104,6.350705469603515,3.291420388565748,4.825529015750125,1.289160511810133,Iris-versicolor
+105,4.696124167535928,2.9463051440515033,1.6147402729785045,1.5471658846984186,Iris-versicolor
+106,5.359184078336138,2.8217528668096747,4.623844745379647,1.5879277773416403,Iris-versicolor
+107,4.82097888547128,3.046107396160794,4.7844283525157,1.2176094366350965,Iris-versicolor
+108,5.388955914620697,3.095072806205094,1.540604044106123,-0.05783222189039289,Iris-setosa
+109,4.97911698439038,3.2903625806696333,5.177168290622501,1.6150770757610036,Iris-versicolor
+110,6.170875078008402,3.5612259186835047,1.4539804946222523,0.2565247900206379,Iris-setosa
+111,5.572029463135095,3.7349219741993545,1.4044585627799313,0.2582289853024228,Iris-setosa
+112,6.571662652293767,3.0119677003249037,5.136798553549551,1.9196931318146278,Iris-virginica
+113,5.625732616485195,2.577427341352665,4.367209237520421,1.4654874429962192,Iris-versicolor
+114,5.05132980156105,3.302083545989276,1.5139552923865638,0.08708625022144792,Iris-setosa
+115,4.604397455759537,3.289783457165461,1.3752090021124488,0.2244067551361961,Iris-setosa
+116,4.57619336495025,3.0778958086864736,1.62317759246349,0.10931617287268044,Iris-setosa
+117,6.953300828459757,2.8637434815861833,4.590960772854524,1.416158392753599,Iris-versicolor
+118,6.347355033135594,2.8816272525051487,4.48050490850622,1.3886261690324915,Iris-versicolor
+119,5.572236608593305,2.573246473139101,4.127763397782488,1.414828863524264,Iris-versicolor
diff --git a/iris/tvae/4/12/test.csv b/iris/tvae/4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/12/train.csv b/iris/tvae/4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/12/val.csv b/iris/tvae/4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/13/synth.csv b/iris/tvae/4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..701bef1e1bcc8cf7378bc3e9a3d5d221f83c3c1c
--- /dev/null
+++ b/iris/tvae/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.485285839399596,3.0457294354297977,5.500313890093445,1.753590782231871,Iris-virginica
+1,7.602311682804369,3.1516346379173354,5.92259726894223,1.976710690423012,Iris-virginica
+2,6.234652830330027,2.7537652259199747,4.809304989194555,2.0377013942206754,Iris-virginica
+3,4.934604023757818,3.0678208150929613,1.5570282407885772,0.22475797766455957,Iris-setosa
+4,6.724556075337821,2.6675479064118854,5.473137771896546,1.6392865939060335,Iris-virginica
+5,6.376459809045326,3.0583078285435,4.492554442075726,1.6738732077802974,Iris-versicolor
+6,4.632169173025066,2.8494207508905687,1.490670683827208,0.3022285050589474,Iris-setosa
+7,6.780609779585158,2.8569396256646917,4.704440341163702,1.3908414048807467,Iris-versicolor
+8,6.814452232098237,3.0081676035502767,4.6434317498993005,1.5788775524027372,Iris-versicolor
+9,5.020567708390319,3.1025061076199925,1.469576338478119,0.4203120108918114,Iris-setosa
+10,4.963528018509745,2.402411734448266,3.8542274866084156,1.2071850856736126,Iris-versicolor
+11,4.988203229486375,3.179934782237037,1.76325409912217,0.539081097669304,Iris-setosa
+12,5.629772516397611,2.9249088335392304,4.056269164267547,1.2113940838658557,Iris-versicolor
+13,6.011242063624231,3.196362091131364,4.884757518137936,1.881791583592222,Iris-virginica
+14,5.6899360829817995,2.5806592435761715,5.237496730153945,1.9996645309399341,Iris-virginica
+15,5.108806594601485,3.242227024084814,1.5344998917285104,0.23503747677125325,Iris-setosa
+16,5.093398483190934,3.1596902859698908,4.572630339735348,0.9210524088900125,Iris-versicolor
+17,5.656454532510302,2.776993217414094,5.350182526397513,1.7113466405001794,Iris-virginica
+18,6.372035552727208,2.738403236542005,5.211364199815438,2.0438005650334845,Iris-virginica
+19,6.316490968606855,3.1230414162147846,5.530309415253645,1.9731861726693352,Iris-virginica
+20,5.819186745666327,3.180773452357261,4.957410588536992,2.029147305210447,Iris-virginica
+21,5.180892929046439,3.416095775532683,1.801411900630925,0.23314722208993052,Iris-setosa
+22,6.8417516516112356,2.830228804205555,4.735124952732905,1.3394539161042747,Iris-versicolor
+23,6.018461546706995,3.1547481152368535,4.291575986080797,1.3418253007965735,Iris-versicolor
+24,7.110643150320823,2.670591579306597,6.23781123225558,1.947227961858382,Iris-virginica
+25,4.748896054832415,2.7816441779870935,1.3675435823144053,0.2669910475051683,Iris-setosa
+26,4.97556585149958,3.8998342769652146,1.4018216467015174,0.2028224513935865,Iris-setosa
+27,6.540315763010111,2.9014986880089477,4.637198162603793,1.4890227905594222,Iris-versicolor
+28,5.287565269155675,3.5113112292036535,1.3856333300199921,0.2737833587249859,Iris-setosa
+29,4.650006425204213,3.2241108502289277,1.5978674221744729,0.04511158992121722,Iris-setosa
+30,6.621289729021454,2.651869363594477,5.230814774437892,1.8959010500498554,Iris-virginica
+31,6.761245171641513,3.039651067307694,4.3624924185685465,1.8207743833875119,Iris-versicolor
+32,5.836817228515885,3.841999100325341,1.639117780709629,0.3278669775989644,Iris-setosa
+33,7.136261407863205,2.97322529776992,6.413361353826547,1.9523993995413733,Iris-virginica
+34,5.798415028944967,2.957483669647275,3.8896585696353743,1.621592907046615,Iris-versicolor
+35,5.649624055233412,3.760460433877132,1.686775092755159,0.16568258861263196,Iris-setosa
+36,4.796509526389183,2.723379989457678,1.3829247452420703,1.4129568401443624,Iris-setosa
+37,6.045856924517499,2.8154379087459773,4.686570021802402,1.6157407747035966,Iris-versicolor
+38,4.601213329410963,3.089314984020514,1.6733683261797223,0.34673845973509604,Iris-setosa
+39,6.2119699717172345,3.0825661828498223,4.542510047365396,1.2443232671520768,Iris-versicolor
+40,6.676288293257654,3.198457422929464,5.473681059793013,2.0824485383541336,Iris-virginica
+41,5.026207612848607,3.0887556876246776,1.5584763949140261,0.2152810953553272,Iris-setosa
+42,6.272684787589081,2.999327408549353,5.224020465087713,2.3661920446786855,Iris-virginica
+43,5.106360657476376,3.307025063197955,1.5811939796327048,0.36884422607320944,Iris-setosa
+44,6.80247885948962,2.926326485292198,4.2962462090961955,1.6259527514372922,Iris-virginica
+45,5.396590850925234,3.7992284591599046,1.5529612508105533,0.575960466820719,Iris-setosa
+46,4.935160176515863,2.4414272214019643,4.338555992344945,0.7663450463471504,Iris-versicolor
+47,5.102238692535838,3.2569790991304437,1.5601379932572075,0.23923345720453512,Iris-setosa
+48,4.636723591372135,2.878426689107829,1.507390862317891,0.2319082981973533,Iris-setosa
+49,6.934349411526872,2.7692352053271585,4.627734252374671,1.543309047907101,Iris-versicolor
+50,6.458902377048339,3.100194331260655,4.579107291155022,1.5250030024363843,Iris-versicolor
+51,4.751692102787329,3.284732651973455,1.601495308220317,0.05002594502810345,Iris-setosa
+52,6.297501202623866,3.003145494035281,5.53467106659169,2.380349042806038,Iris-virginica
+53,4.899281111516479,3.567225028136689,1.4705941896898602,0.20635825662099425,Iris-setosa
+54,7.441147811409656,3.0892776155092783,6.050833677058556,1.8947007301676968,Iris-virginica
+55,7.107131885322525,2.8611418725327042,4.845420896106583,1.6630593067671926,Iris-versicolor
+56,5.385948399337261,2.8063774373094716,4.727109209636357,1.428737313700389,Iris-virginica
+57,5.441278955286027,2.5556904082305185,4.1238083616296555,1.8946185411162886,Iris-versicolor
+58,5.3813729292162495,3.746206917051264,1.5279066514327613,0.3687537654007648,Iris-setosa
+59,5.789658467803566,3.8717314219625494,1.674764899008159,0.40245018635295404,Iris-setosa
+60,5.656249713064257,2.9280033501767964,4.782536097443825,1.6834718774918174,Iris-virginica
+61,4.905448522648502,3.2234326192462563,1.68027778976475,0.1741032522188617,Iris-setosa
+62,6.683826571076717,2.852395677796816,6.241436779196861,1.9620517246527234,Iris-virginica
+63,5.459794123400078,2.8015640977251643,4.772108085609393,1.473838617428307,Iris-versicolor
+64,5.4072781056411685,3.753841006446179,1.3399716132317598,0.3086235467095892,Iris-setosa
+65,5.513657677303926,2.5963628522226134,5.485030335180816,2.0396563898437527,Iris-virginica
+66,6.325849694423729,2.9707852526871257,5.140944691020429,2.030294363448502,Iris-virginica
+67,4.721933291871603,2.853696703236175,1.3259550886399036,0.22545793894346883,Iris-setosa
+68,4.766674954910675,2.954707890039099,1.3408591582198885,0.23090880233675143,Iris-setosa
+69,5.791008182959857,3.935468039719483,1.7536171573518682,0.3223962858829373,Iris-setosa
+70,6.088530615696332,3.2443349956519962,5.343164208490511,2.150058935992968,Iris-virginica
+71,5.538886691697709,3.008844013709291,4.5590930870493445,1.064685043199289,Iris-versicolor
+72,6.499892405342239,3.126587443907851,5.737554322706474,1.6765387131957596,Iris-virginica
+73,4.646406307314421,2.8413888948598798,1.739626824795089,0.18600812478467044,Iris-setosa
+74,5.264951976320706,2.4615135958724275,4.3907762086193225,1.1677924423246875,Iris-versicolor
+75,6.4280434071290795,3.077762687348657,4.352014253732359,1.7007964568956717,Iris-versicolor
+76,4.798218489835952,3.1348182924471604,1.5003801901685154,0.06665206104553345,Iris-setosa
+77,6.202691891038657,3.0587618299163952,4.942251189240279,1.6869118253325386,Iris-virginica
+78,5.561784530911604,2.566244069637577,3.9027067331814256,1.3691793009897544,Iris-versicolor
+79,6.13352813928114,2.9192548551829236,4.104659165443702,1.3254009780459732,Iris-versicolor
+80,6.706725806483926,3.1321416055531737,5.134253759778293,1.319987772144067,Iris-versicolor
+81,4.90182223983833,3.1775091082774662,1.6173430549370391,0.2617020957169849,Iris-setosa
+82,5.475655199520601,2.75761060064996,5.25550724729217,2.017227142721184,Iris-virginica
+83,6.7621065130711155,3.219525419691717,5.566539294847233,2.0387160314988755,Iris-virginica
+84,6.367938989590779,2.958267031618473,5.0601991395598995,1.6354958205664036,Iris-versicolor
+85,5.608947104432151,4.350647716916185,1.6809973503198348,0.357063861322758,Iris-setosa
+86,4.873851924957262,3.412735440242334,1.6074930294442515,0.4796508276757301,Iris-setosa
+87,6.4409881337517305,2.892404970781309,5.205134433760736,2.069184468124474,Iris-virginica
+88,5.058207493262985,3.107867756296974,1.3630465723721683,1.2406332044929462,Iris-setosa
+89,6.593948056818839,2.9164082633931474,4.626380755322032,1.0889657643706725,Iris-versicolor
+90,4.424742707747191,3.058893448838861,1.4869738310770848,0.22387309790570808,Iris-setosa
+91,4.862865004055949,2.926100144776174,1.382059850642706,0.20111163335907728,Iris-setosa
+92,5.29419418485564,3.277963763783693,1.5674286706328697,0.22016977422798478,Iris-setosa
+93,5.333152594798985,4.073289789315516,1.3049880843497745,0.1693240464874641,Iris-setosa
+94,5.210001733777121,3.123838870536229,4.920504317742615,1.304932426914602,Iris-versicolor
+95,5.384252112905102,4.08917085759233,1.117030265865748,0.33412678417936414,Iris-setosa
+96,5.829839789503663,2.750021085302948,4.99161872387544,1.6838140028144355,Iris-virginica
+97,4.9600107999320135,3.3538560029283597,1.684079989275685,1.6955843899088505,Iris-setosa
+98,4.937866388772103,2.98984775516937,5.209315586863781,1.5979615097131834,Iris-setosa
+99,5.9675414192253795,3.2306305835837996,4.844294460091748,2.0207693037019787,Iris-virginica
+100,5.10916143477227,3.4254069963052993,1.6797386688239913,0.28096963105622175,Iris-setosa
+101,4.7724335924961965,3.126873312758299,1.5143747360220141,0.23889341390632424,Iris-setosa
+102,4.988598017866423,3.5128042648568027,1.5628212956138832,0.3189473186186522,Iris-setosa
+103,5.374532437526701,2.325434294575098,4.111660113481631,1.3331612910719368,Iris-versicolor
+104,4.946610741690504,3.433109296497434,1.283360374764477,0.3543059149658228,Iris-setosa
+105,5.421005754204918,2.646101709971758,5.173958719328618,1.6409797161272492,Iris-virginica
+106,5.767503011930878,3.0765829464945678,4.4917682014503635,1.5390267183443254,Iris-versicolor
+107,6.442782881819231,2.5546737092474374,5.326224654330927,1.7193534576264384,Iris-virginica
+108,5.4092894916848655,2.4457946897805183,3.7319942743018375,1.4317275293071212,Iris-versicolor
+109,6.508996854577365,3.2504852301842497,5.662969557586557,2.157263744362116,Iris-virginica
+110,5.7858835518405565,2.9612969419518445,4.46817695370617,1.3435032402843898,Iris-versicolor
+111,4.688664964528288,3.337731344787169,1.3678592575311492,0.09243501858327444,Iris-setosa
+112,7.264875028788882,2.7336756814370857,6.047193077709159,2.0777552996191333,Iris-virginica
+113,6.886718436262786,2.811799895544095,4.7529578502047745,1.3071078227340982,Iris-versicolor
+114,5.4980701709765905,3.855759293905415,1.589457351293628,0.4215714197939313,Iris-setosa
+115,5.00613220544182,3.215171090608177,1.7476731731918325,0.2545291509912114,Iris-setosa
+116,6.626697792783598,2.927985693955174,5.907209277659723,1.8952189001656,Iris-virginica
+117,7.063778263566874,2.7386582344657193,6.325643474567838,1.9999444108466062,Iris-virginica
+118,4.980471998698235,3.098818488529023,1.4862550049690422,0.058621005145649746,Iris-setosa
+119,6.340016145025922,3.2138436748721015,4.584211289728679,2.067283729410625,Iris-versicolor
diff --git a/iris/tvae/4/13/test.csv b/iris/tvae/4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/13/train.csv b/iris/tvae/4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/13/val.csv b/iris/tvae/4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/14/synth.csv b/iris/tvae/4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a217690a214f714f43dbbbed7b15d138a09f2c9
--- /dev/null
+++ b/iris/tvae/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.76982252340027,2.5419182637366147,4.162741082169677,1.508539953175766,Iris-versicolor
+1,5.8727669857685045,4.146148120849283,1.5728089842413593,0.5502876120189651,Iris-setosa
+2,4.772579146902393,3.014034250406242,1.4855715390254782,0.13178370138656267,Iris-setosa
+3,5.590569842863948,2.3127192254747255,2.98171943236581,1.0469186761323643,Iris-versicolor
+4,7.04037589313428,2.922197153107572,6.693500389090379,1.9543639911831345,Iris-virginica
+5,7.006956339772282,2.4112408750054746,5.941545856553233,1.6121970115327824,Iris-virginica
+6,5.139028744364572,3.8063693988753493,1.5016845430277443,0.22414283028996443,Iris-setosa
+7,5.7035806864605085,3.9644318046711233,1.6276846260481723,0.380563168631047,Iris-setosa
+8,5.079868142527145,3.4832515806735165,1.2047798590497114,0.16737217275591293,Iris-setosa
+9,6.715340037134367,3.0089779395190703,4.575517090907714,1.7770065890967428,Iris-virginica
+10,6.288460947059117,2.4230850687740695,5.024741872841256,2.0345735117425434,Iris-virginica
+11,5.182633669507741,3.306635003643605,1.8046088274312935,0.4365061276886516,Iris-setosa
+12,6.5490534958525215,2.816428242438397,4.695602258900325,1.3477176452633268,Iris-versicolor
+13,6.219377147040461,3.263808352756771,5.062128478764551,1.377217111089926,Iris-versicolor
+14,4.6457903331695825,2.5896449695282,1.3551112232828104,0.20179085259207946,Iris-setosa
+15,5.07213486526364,3.233217813539383,1.3529506397736486,0.15232450754235388,Iris-setosa
+16,6.860234908630048,3.0077446090409636,5.491048433643251,2.0983610446943706,Iris-virginica
+17,5.100472552368777,3.335372450616724,1.5633394363259059,0.15952903642178626,Iris-setosa
+18,5.743080094056345,3.0025714490060404,4.591929994951819,1.6777579394843458,Iris-versicolor
+19,6.123495327232077,3.540653173217788,5.195551575707897,2.2727664431107546,Iris-virginica
+20,5.17785241130882,3.822329322119881,1.3997541969715248,0.30383033198754705,Iris-setosa
+21,5.1915683832025445,3.55284415342987,1.539498426452577,0.2071052171146575,Iris-setosa
+22,6.463369768607244,2.575681058963002,5.316577629833087,1.6730137996476777,Iris-virginica
+23,4.969936927608408,3.03911958515071,1.6565573595093155,0.04365256681512206,Iris-setosa
+24,4.97202789218388,3.0313433878022455,1.2935391710339552,0.23842589230428463,Iris-setosa
+25,4.962619143628481,3.2329914812659792,1.3919267882561874,0.23096591235837252,Iris-setosa
+26,5.92488794255123,2.5983010249465974,3.844092902578823,1.6200520995909882,Iris-versicolor
+27,7.17271355625425,3.366598249878478,6.3547271294917005,2.321219174867332,Iris-virginica
+28,6.254538905583561,2.779082758498003,4.433257650827763,1.5128361167439854,Iris-versicolor
+29,6.067159991647305,3.2754700267816457,4.401909999995619,1.4051319981247512,Iris-versicolor
+30,6.133166968644364,2.6305928192541086,5.768783556017281,1.70720230271906,Iris-virginica
+31,6.317532896239914,2.762816961609805,4.862772266868328,1.8539060366555198,Iris-virginica
+32,5.864533630531716,3.922196372935263,1.6907679588829556,0.4536649408993488,Iris-setosa
+33,5.579107064124107,2.8593691801260976,4.545586902973809,1.208520448605339,Iris-versicolor
+34,6.856708785766167,3.1521889455524357,6.028972402103818,1.8993781529006022,Iris-virginica
+35,6.339201390401252,2.9715581084123213,4.291548228893872,1.668754542245812,Iris-versicolor
+36,6.547222879859521,3.3754159428204726,5.548014976003243,2.3226020339534466,Iris-virginica
+37,4.448688623050417,2.683395017519144,1.3310045904067307,0.19838423387380685,Iris-setosa
+38,5.300171831855834,3.788825604477555,1.475146168304543,0.28035943455236534,Iris-setosa
+39,5.4851883433176445,2.8068334736240854,4.455449667987767,1.3585043224647166,Iris-versicolor
+40,6.416617377926761,2.5495628281036,5.078117033293224,1.9907969344074368,Iris-virginica
+41,4.595003211176375,2.9662572616100604,1.255668004730539,0.21172992751759695,Iris-setosa
+42,5.9892845968494735,2.4008267277692856,3.380317904500061,1.0523589299648657,Iris-versicolor
+43,4.765315983213307,3.4075810513649927,1.270270293109605,0.12410193618446777,Iris-setosa
+44,6.521466958308977,3.1281901558913345,5.072052239213232,2.0531068270747337,Iris-virginica
+45,6.2205682541974,2.4450705139995117,5.092157131276878,2.140028701126416,Iris-virginica
+46,5.736551165016859,2.8958419809619764,4.609411747550975,1.71695572558376,Iris-versicolor
+47,5.155299534569056,3.1564663530524486,1.457672532786653,0.17553371293249342,Iris-setosa
+48,5.981013353041959,3.033800771655488,5.01777477128472,1.1860387847526326,Iris-versicolor
+49,6.517971281358015,2.9906288119770843,5.7737525870470625,2.4597314036521,Iris-virginica
+50,5.6706519156834245,2.7039140739174368,4.875124957428224,2.162441844334491,Iris-virginica
+51,7.406081184309478,3.7681059349520867,7.297689765435818,2.0528273332266735,Iris-virginica
+52,5.0137518034734745,3.253073831310491,1.5114494395452733,1.523326181651869,Iris-setosa
+53,6.99152594495691,3.149388690209077,5.728814647124645,2.164541046524747,Iris-virginica
+54,4.860597343105091,2.9899999070417342,1.704909087244228,0.13021017808218913,Iris-setosa
+55,6.217476872737369,2.778871321067202,5.002858387531539,1.9147383420780237,Iris-virginica
+56,7.0295348020158315,2.725659203460002,5.54383431934712,2.146496093107098,Iris-virginica
+57,4.940438654598783,3.689404800960448,1.5755290001920244,0.19489112468635067,Iris-setosa
+58,5.150974676533822,3.663591728740342,1.597185473963097,0.30867476727371373,Iris-setosa
+59,6.3723314560916675,3.1404442117187017,4.575448889183018,1.5602892225210507,Iris-versicolor
+60,5.813129562427115,3.2429558683459567,4.9465637670219795,1.3795975548774226,Iris-versicolor
+61,4.207353233256535,2.741552573812391,1.2350269480322784,0.23525070866348377,Iris-setosa
+62,6.0707006894310345,2.4585379325840426,4.2409942705565085,1.377963400248792,Iris-versicolor
+63,5.174867495929219,4.037631197581358,1.5354461180363985,0.25362395546807825,Iris-setosa
+64,5.701628484226747,2.830849636784347,5.7344865735403,2.0601670031898847,Iris-virginica
+65,7.133824310731114,2.5190439654753645,6.22896649819756,1.7952449903250067,Iris-virginica
+66,5.10697993236168,2.9679110761399263,1.450653657200042,0.3461557419341458,Iris-setosa
+67,5.990832165758193,2.8538846853989113,5.032333068018831,1.7406021970573842,Iris-virginica
+68,6.456603086138556,3.0788891140216577,4.950840762421329,1.9737436055809818,Iris-virginica
+69,4.954952708707825,2.7365576315716056,4.0647613041296236,1.4360877775893817,Iris-versicolor
+70,5.095092289570154,3.346896189642802,1.5284939312856296,0.32404924116639905,Iris-setosa
+71,5.426300198836709,3.32383163121002,1.5732627444406357,0.5095339806418872,Iris-setosa
+72,7.026876904625328,3.0434067600205195,5.952064833708734,1.9497668012536957,Iris-virginica
+73,5.948990621590939,2.8177005226963336,4.944740538573233,1.8173167875540348,Iris-virginica
+74,5.966099444825,2.6993461574538697,5.115948555138148,1.6126625087664812,Iris-virginica
+75,5.786794163484306,3.667635934634795,1.6372017990159653,0.22887598052998692,Iris-setosa
+76,5.457357881336208,2.536523715353424,5.066023183247642,1.815445326534252,Iris-virginica
+77,6.156133952079098,3.196496960629268,4.908727903938144,1.0898929761406824,Iris-versicolor
+78,5.073803205986325,3.3626481368224157,1.6355838306861943,0.47331523460152564,Iris-setosa
+79,4.791487831772374,3.238528797743534,1.5133418677945567,0.15574269166562635,Iris-setosa
+80,5.407024419172048,2.9509711764643667,5.161712139638375,1.8988016514956103,Iris-virginica
+81,5.815642439713822,2.3657523455019183,3.7627994829123614,1.0766783658773127,Iris-versicolor
+82,6.194451725125555,3.204155956792381,4.263632527534133,1.417107342563616,Iris-versicolor
+83,4.941530759858088,3.1051844011141516,4.778047197190678,1.3608188503868888,Iris-versicolor
+84,4.93761625607597,3.6613518640521945,1.5668442744747784,0.43233227496165016,Iris-setosa
+85,4.521434206129381,3.3486791794412314,1.437664107458486,0.3304345937105595,Iris-setosa
+86,6.247119671190794,2.7032557247781077,4.279368667608918,1.3678722017552962,Iris-versicolor
+87,5.4443181124723,3.6888140334813797,1.3583155405030485,0.2731221223072169,Iris-setosa
+88,5.839998669767707,3.2406769269298565,4.932744916357424,1.85826421860589,Iris-virginica
+89,6.661726765167728,3.260994346812469,5.935759186447051,1.966641261409683,Iris-virginica
+90,6.573393299235635,3.2050962137229093,5.192178264663622,1.9459170563683705,Iris-virginica
+91,5.259540578238905,3.7076940184530183,1.6090826291140627,0.3544510794005159,Iris-setosa
+92,6.010434992527853,3.0847965938201143,4.766404591747608,1.0995639831460244,Iris-versicolor
+93,5.711866670373417,2.7803665429663336,4.984848106904955,1.7614646859498102,Iris-virginica
+94,5.481754435711189,1.7510533970298545,3.369431194757885,0.901696796562995,Iris-versicolor
+95,6.386817162366829,2.781875056896151,4.781919269542514,1.5619810723578937,Iris-versicolor
+96,6.830358526469584,3.20369213552988,4.744920928563419,1.5599088313733598,Iris-versicolor
+97,5.5054572465137,2.415679325435537,3.6887365291200496,1.1599917523226368,Iris-versicolor
+98,6.326543749677124,2.3431441418552863,5.591300070142641,1.9899276202487295,Iris-virginica
+99,5.321661645801254,2.6700699045978213,4.291263023924417,1.3693320765131203,Iris-versicolor
+100,5.868762687940823,2.8575048466905764,4.7954872574055285,1.6849201098414475,Iris-versicolor
+101,6.594923401984456,2.5199939140913226,4.33773773624484,1.3572301081254206,Iris-versicolor
+102,6.040083732795394,3.0714362498073875,4.969513206165562,2.2670414046270513,Iris-virginica
+103,6.197748872175943,3.004781901804534,4.906340653438697,2.223415829618515,Iris-virginica
+104,5.316162840640102,3.5052484455647357,1.608824581990027,0.5127224126106293,Iris-setosa
+105,5.3984849056357564,2.7354530250030837,4.098694976939763,0.8423459636101256,Iris-versicolor
+106,6.936570697030474,3.036228848695495,4.572850608630008,1.2575032129843853,Iris-versicolor
+107,5.1476279472218085,3.2203396844042405,1.834593788090262,1.9358598906416735,Iris-setosa
+108,5.200882807810202,3.2634755517934706,1.4910752916996004,0.1104291649783796,Iris-setosa
+109,6.562636970710716,2.7883343259882354,4.1933332171953275,1.1815299088515985,Iris-versicolor
+110,4.864722625795193,3.1501500404423233,1.6355553129240108,0.234059185161431,Iris-setosa
+111,4.98747053184627,3.356681817802396,1.6459549152950441,0.2550417417886848,Iris-setosa
+112,6.368524707485948,2.7477575641713563,4.028254913295179,1.3114842584822224,Iris-versicolor
+113,4.910351708530122,2.828811429036185,1.444972885777851,0.35146979490597596,Iris-setosa
+114,6.331123721590458,3.065107534324928,4.478209312334991,1.4542544392588261,Iris-virginica
+115,5.401755127992105,3.912862472434795,1.4403205654941655,0.1965506164124765,Iris-setosa
+116,5.199238432616035,2.8456869368063193,5.139712343971927,1.8623595085476181,Iris-virginica
+117,5.929056279530181,3.1969579596651507,4.811691270061969,1.2746983052678043,Iris-versicolor
+118,6.025452968370515,3.009107250733789,4.539013454777921,1.741130767538573,Iris-virginica
+119,6.8843900097467845,2.9305139687953767,4.395489488243527,1.5661732962090613,Iris-versicolor
diff --git a/iris/tvae/4/14/test.csv b/iris/tvae/4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/14/train.csv b/iris/tvae/4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/14/val.csv b/iris/tvae/4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/15/synth.csv b/iris/tvae/4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..081945725386a43e8b8ae140764aea1c0077a8c9
--- /dev/null
+++ b/iris/tvae/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.713077451286906,2.4391271967690944,4.351154850830457,1.0198979131159753,Iris-versicolor
+1,5.162655629194651,3.3585197144313192,1.5528749324034965,0.35620072975064876,Iris-setosa
+2,4.9924073816933365,3.5557181957793755,1.5188923437145974,0.3629444406759827,Iris-setosa
+3,5.427067966187286,2.4828185006235852,4.204561650244339,1.2956805919530818,Iris-versicolor
+4,6.690429444554209,2.7608505308985056,5.743968426149601,1.5580960604287288,Iris-virginica
+5,4.7606717254757465,3.187857187729459,1.5697743474573287,1.2959462428852337,Iris-setosa
+6,6.3541968331331065,2.7922610223639985,5.174059483434511,1.4957974080346794,Iris-virginica
+7,4.718648318828506,3.0734628010147524,1.5179348555250578,0.05166617923805894,Iris-setosa
+8,6.757240987134926,3.000045782601164,5.717825897285334,1.82429142650875,Iris-virginica
+9,6.5742709013970835,3.266753566125979,5.23150144372604,2.323327778311867,Iris-virginica
+10,4.450019797547822,2.6215210311359005,1.1046366652965551,0.36484335208001073,Iris-setosa
+11,5.926562434091298,2.035185993860445,3.9670778314394894,1.1468502311077242,Iris-versicolor
+12,5.20759066638382,3.3137039542989575,1.3750967418622007,0.4745634689860898,Iris-setosa
+13,5.401315501578006,3.445811295762238,1.609906530073486,0.46120058336830716,Iris-setosa
+14,6.071546801615321,2.7448591146441372,5.33615918816476,1.7163138245054776,Iris-virginica
+15,6.080555773993369,3.1373378980893736,4.548038459864828,1.5895787978304379,Iris-versicolor
+16,6.038550138343531,3.037239083065332,4.942689754257105,2.2223442887909317,Iris-virginica
+17,6.822724038366311,2.868953358054363,5.3728217292258496,2.143288205113631,Iris-virginica
+18,6.354170271961364,2.7801050937920415,4.639599950767398,0.9232722701238404,Iris-versicolor
+19,5.808362993470954,3.017500780095383,4.4863042344225885,1.1841448216785029,Iris-versicolor
+20,6.1241983275492675,2.7610199219303686,4.876070041258241,2.0459106161490563,Iris-virginica
+21,4.905176819928418,3.1275043322362683,1.3406919022990562,0.2328181489788257,Iris-setosa
+22,4.817922255679845,2.989511866453999,1.3253989841943863,0.16296116023977564,Iris-setosa
+23,6.991973251953829,3.3015656000545137,6.154140923081566,2.7674634984041298,Iris-virginica
+24,5.442806844826674,3.1652516629128784,1.7801642046128114,0.020273641716460122,Iris-setosa
+25,5.138523357937111,3.7671677795384713,1.4228903193154858,0.2856519196755374,Iris-setosa
+26,6.299370440462693,2.5636868009464484,5.286614349382371,1.7355685743868097,Iris-virginica
+27,5.1648676677092205,2.652100299681927,1.5189415677764566,0.2395610106766689,Iris-setosa
+28,6.452590802106172,3.014729002517158,5.0528678938291565,1.6480032464163965,Iris-versicolor
+29,6.4632841540858115,3.3567919037609797,4.486934975075588,1.316508169780355,Iris-versicolor
+30,4.729606074009288,3.2638981398905247,1.2202316938944442,0.1595778845157298,Iris-setosa
+31,5.5353746745522034,2.815092545939171,5.056033712146251,1.0373746030964277,Iris-versicolor
+32,4.378884736346292,3.024384282526481,1.3953758276353945,0.12730827034956946,Iris-setosa
+33,4.632282716760959,3.151912118701071,1.4462663176773127,0.2007919568348791,Iris-setosa
+34,6.072989952397754,2.8769898430226255,5.316169161856645,1.6087971593310282,Iris-virginica
+35,4.9906361044496,3.7105013411657133,1.3265301234615763,0.28080622438952163,Iris-setosa
+36,5.179398934571044,3.6851111577587745,1.459387005503992,0.20717208816452126,Iris-setosa
+37,5.878448312400853,3.0586118874646395,4.4921503820444935,1.4782150790491357,Iris-versicolor
+38,5.320801255144256,2.7215844850277553,4.466791955920338,1.3431871363160446,Iris-versicolor
+39,5.607651687825007,3.539228338971277,1.5145075026354176,0.4319041282692546,Iris-setosa
+40,5.416774723721439,3.8664749110319434,1.4208419413078879,0.4653952401018207,Iris-setosa
+41,5.129892150820451,3.746973228191305,1.5430012791607546,0.30571561200140285,Iris-setosa
+42,5.415364175464167,3.4555643188176504,1.420060432082492,0.4072579963165508,Iris-setosa
+43,5.472380865595606,2.4587063519133654,4.9916913458203815,1.1592003511463107,Iris-versicolor
+44,6.4507440272818,2.5842020869325713,4.9093603507856285,1.9633518351881047,Iris-virginica
+45,6.6172582805823374,3.0732861728658167,4.27026623131496,1.4775516499266461,Iris-versicolor
+46,6.035889832903045,2.7989928932571146,5.0294347247322895,1.8153235895880127,Iris-virginica
+47,5.985557931532274,3.295155551164673,5.144942951435014,1.802058383736992,Iris-virginica
+48,6.222182502467027,3.166773196953134,4.879227116432842,1.742450937739872,Iris-versicolor
+49,7.527124949550057,2.9733701081435533,5.8588562001748015,2.2452488404534923,Iris-virginica
+50,5.437085183757123,3.3527743920899162,1.4390733645641463,0.2099270497157362,Iris-setosa
+51,5.192808218805631,3.632920043086595,1.4400744992092425,0.18372333230975588,Iris-setosa
+52,7.212603743195811,2.8144644217376884,4.7868234560553615,1.7500880531806389,Iris-versicolor
+53,6.414528096958272,2.9632845379076755,5.56371158526718,1.9656243040753925,Iris-virginica
+54,5.5288217150358205,2.7857173674208204,4.977174835400061,1.4120826238541173,Iris-versicolor
+55,5.0148265387288,3.0812706739992097,1.561405391298367,0.09523786099408368,Iris-setosa
+56,6.006382213820247,2.806726413355693,5.14468196300548,1.6072323440835592,Iris-virginica
+57,5.885156591768067,3.948769957036567,1.4492170139546785,0.2721513587344606,Iris-setosa
+58,6.351678712169017,3.014556004031542,4.733658696863519,2.0115085630927583,Iris-virginica
+59,6.2847414885937445,3.0420153410584803,4.771765866720715,1.0279255497217827,Iris-versicolor
+60,6.552414929983015,2.73208802398877,5.030414436028118,1.677336320902806,Iris-versicolor
+61,4.472263210740566,3.255650743149997,1.60411927635328,0.17626817329794836,Iris-setosa
+62,6.416640481944612,2.8566847523326,4.880912079231197,1.4308201289604972,Iris-virginica
+63,5.237563849628513,3.6140907816191654,1.5843038646338274,0.23899590732745574,Iris-setosa
+64,6.418270192860664,2.6854728202620066,4.388121473493033,1.7033483084600372,Iris-versicolor
+65,5.061875089628016,2.5458650774950327,4.255439494973295,1.092733587895785,Iris-versicolor
+66,4.906444130016451,3.7730682880110806,1.3348055594071464,0.28767066742790454,Iris-setosa
+67,7.407940294365239,2.9879287851586875,5.71385614795952,2.3236278132795096,Iris-virginica
+68,6.013592280672439,3.0704829532500533,4.428498035660538,0.9169648304474701,Iris-versicolor
+69,6.545267550746356,3.1677971868871997,5.207374333055455,2.122435202248443,Iris-virginica
+70,4.8453755483997,3.5192941014100274,1.4581796603897907,0.36924702650178354,Iris-setosa
+71,5.53485493069785,3.1171326857110366,4.734256700769792,1.7680596763081557,Iris-versicolor
+72,6.375427122936298,3.1252259180904742,4.892963251287715,1.1974085805197845,Iris-versicolor
+73,5.17231418760458,3.3747429776440665,1.4908816586650913,0.5179706561578457,Iris-setosa
+74,6.495108511556786,2.4987748805145777,4.184441665356941,1.3298136866098573,Iris-versicolor
+75,5.57821761867156,2.679859645864051,5.558321070481223,2.4428685801686614,Iris-virginica
+76,6.413354589329769,2.8853189402728217,4.845062262390046,1.625101047045279,Iris-versicolor
+77,6.195715621070988,3.134475852562895,4.4018577256375595,1.3729634352616211,Iris-versicolor
+78,5.492582209959623,2.749325521315882,3.929497332502045,1.301939718334437,Iris-versicolor
+79,6.287685740605047,3.145597193411882,5.011706948819618,1.9394869063599134,Iris-virginica
+80,5.011029390869178,3.4984608805412263,1.538797026426666,0.22487805938781275,Iris-setosa
+81,5.243977248504093,3.3744490229409,1.539590867013215,0.36722971533770316,Iris-setosa
+82,5.92061598913363,2.6474390681972477,4.498440605975503,1.3290046680568666,Iris-versicolor
+83,6.343308991324716,3.004824369918483,5.036857880232347,1.4898559738880863,Iris-versicolor
+84,7.141948713444899,3.2374737382890912,5.914781544550777,1.9348468924941598,Iris-virginica
+85,6.978314472822687,3.231718049130442,5.35025865464873,2.2236407143467347,Iris-virginica
+86,5.60041484487855,2.837171169991623,3.909993438403739,1.302369131426455,Iris-versicolor
+87,6.549307725317571,2.887083326689019,4.6520040331008055,1.3698798021818925,Iris-versicolor
+88,5.181532564222121,3.3379678900951206,1.5867301012812844,1.3380632945092181,Iris-setosa
+89,6.2594481334027545,3.022637389486844,4.989917490682709,2.0670037611797105,Iris-virginica
+90,5.819689102327705,2.7605917872237464,4.489682958062322,1.5533578864841922,Iris-versicolor
+91,6.226242554564907,3.1692619362971994,4.393352190052396,1.6011258494002558,Iris-versicolor
+92,7.030472005948247,2.847866632783337,4.548584526983669,1.1490727296176915,Iris-versicolor
+93,5.382314540357719,2.9069530631884697,3.536019238747815,1.3542668492028074,Iris-versicolor
+94,5.508035990665624,2.851163695204598,3.776440265008252,1.2457025721957178,Iris-versicolor
+95,5.80031806844566,2.7049241068033574,3.7331384887786716,1.3219930077271758,Iris-versicolor
+96,6.599893057954353,3.0826737160053974,6.004236467394498,1.9954995646147202,Iris-virginica
+97,4.458611562125644,2.5408308457902864,1.455846458135619,0.31661037772141387,Iris-setosa
+98,5.495294317334072,3.3063192246921,1.5748579578799284,0.1384557057358842,Iris-setosa
+99,6.76697244971569,2.9914253781481723,6.233433464393999,2.0632590345598065,Iris-virginica
+100,5.475200489502208,3.9599167163745586,1.4327355491206657,0.4549393314623709,Iris-setosa
+101,6.1894732616388515,2.8103837542677077,5.281035324342481,2.0234588297036935,Iris-virginica
+102,5.580615160591929,3.3773427519122228,1.4420738393160046,0.15259868125024853,Iris-setosa
+103,5.977141013844087,2.89551132013689,4.482464390140115,1.5725082239337465,Iris-versicolor
+104,4.695401482919769,3.49277070761199,1.6083672883965605,0.2019325456703634,Iris-setosa
+105,5.557256312395955,3.7219392274460406,1.376933334029779,0.4010738760170037,Iris-setosa
+106,5.610886064057239,3.2325744939186354,4.049008111319264,1.1303834269727635,Iris-versicolor
+107,6.603635407343761,2.8536493191520838,5.464175124409872,1.944245969130799,Iris-virginica
+108,5.312882946255706,3.1797313477353804,1.450385736693367,0.047521198972303974,Iris-setosa
+109,5.340298538385444,3.2999843939539644,1.5143101688169707,0.15955892785388293,Iris-setosa
+110,6.3812997648129945,2.8077930843616397,5.068064501830475,1.6277213075610217,Iris-virginica
+111,7.406807272623973,3.6270720784893458,5.765641580546841,2.29850214123331,Iris-virginica
+112,6.606200467289451,2.5452440245494867,5.125156461132032,1.9682392853523372,Iris-virginica
+113,5.167753511300126,3.347603652410863,1.6153570800135657,2.270610844256138,Iris-setosa
+114,5.552476264216193,2.1282375997181866,4.190405307269886,0.9285290866197303,Iris-versicolor
+115,5.561105079096972,3.5036257037681864,1.2984193052397546,0.3094706922516978,Iris-setosa
+116,4.9521300491921,2.3637577885945698,4.263284493318936,1.3361035563761352,Iris-versicolor
+117,6.903624793771236,2.643678011121367,4.571954173376554,1.1385220104337062,Iris-versicolor
+118,6.810603177890794,2.8885296902593307,5.797674497456148,1.9245601718228067,Iris-virginica
+119,5.237494799577454,3.586390390727254,1.6140024891817473,0.36196086006428607,Iris-setosa
diff --git a/iris/tvae/4/15/test.csv b/iris/tvae/4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/15/train.csv b/iris/tvae/4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/15/val.csv b/iris/tvae/4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/16/synth.csv b/iris/tvae/4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7003941159af4c9c6a746404d0b05b1e6c5a0ff
--- /dev/null
+++ b/iris/tvae/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2781938999789535,2.6365833759341535,5.003721536287938,1.8783493342076674,Iris-virginica
+1,6.363716675893728,2.931944007693893,4.686837117851121,1.1811247936791498,Iris-versicolor
+2,6.452646426126829,2.8749415996149477,4.7457243318488604,1.5423410903850547,Iris-virginica
+3,6.310313352180677,3.1964907570359267,4.659396050807777,1.2793169763608145,Iris-versicolor
+4,4.670619815743568,3.053949037525285,1.3199491887143555,0.24992658712520058,Iris-setosa
+5,6.560274875617202,2.7997651364158607,4.632863516125772,1.2593990487975641,Iris-versicolor
+6,6.251442267916615,3.1837238968173924,4.908293663146876,1.440313307697581,Iris-versicolor
+7,4.902727268978224,3.4327235279553294,1.4286814333464042,0.13724083597104259,Iris-setosa
+8,4.926839136916868,3.3880063143772414,1.3568851028374216,0.29472076394300695,Iris-setosa
+9,6.698714123253497,2.676747874582137,5.592698683840933,2.145112339477462,Iris-virginica
+10,5.020484385718918,3.660748139502787,1.4607141083372859,0.2870769553574788,Iris-setosa
+11,6.3226102252629826,2.902017251028953,5.2434398899534544,1.7872718861861834,Iris-virginica
+12,5.958818890039102,3.1288969233934454,5.034000872507042,2.0162214910225336,Iris-virginica
+13,6.5989142209603475,3.4969931573062514,5.858772309570385,2.1679675539801644,Iris-virginica
+14,6.012222575604122,2.951040469107677,5.17032819557547,2.170103349694442,Iris-virginica
+15,6.506796102366147,3.1104637454425252,4.408853724682245,1.3840260886319244,Iris-versicolor
+16,4.927722241157049,3.340083737819819,1.523983888056595,1.6141691801265399,Iris-setosa
+17,4.8084331263175475,3.04463088437534,1.496145278370282,0.2764006770229074,Iris-setosa
+18,4.687568250093308,3.201843559285024,1.5121907255902167,0.1724866250969308,Iris-setosa
+19,5.191040371357285,2.8749791986547475,1.2792715491589002,0.20535853512318492,Iris-setosa
+20,6.596092156985694,3.1843334769080016,4.480995621712936,1.2464268712165745,Iris-versicolor
+21,6.653472308702306,2.637381449187035,4.400394745179961,1.3405181406163023,Iris-versicolor
+22,7.137746186687904,2.48483884028383,5.886214390636046,2.2520691648586997,Iris-virginica
+23,4.879203682787473,2.85306745820258,1.336022533922918,0.1053591937771359,Iris-setosa
+24,5.835508390805602,3.4354292167252254,1.2904238019256888,0.27726898895851054,Iris-setosa
+25,6.357185909871356,3.231227278514926,5.391138985887647,2.184238092243783,Iris-virginica
+26,6.128419508754735,3.3832585642715283,5.301149319588785,1.9121274136053337,Iris-virginica
+27,6.129313130033219,2.8910297061447587,5.2280599499158065,1.9688892256285837,Iris-virginica
+28,5.8760832254994275,2.8984945320893356,4.040430348642033,1.363011016918265,Iris-versicolor
+29,6.017364905163471,2.8345304265893105,4.3377911244071115,1.238288067695816,Iris-versicolor
+30,5.8823708315397445,3.0632466654182293,5.136477224861542,1.7867024695965454,Iris-versicolor
+31,5.7047250785736905,3.305455466454085,4.345372206971853,1.3622665749822804,Iris-versicolor
+32,7.25257638023025,3.3311676564825006,6.206075659389397,2.090072343134327,Iris-virginica
+33,5.258341707456455,3.3969633564273165,1.5841575911583874,0.4856809091914205,Iris-setosa
+34,6.784709772991291,3.022488915310452,4.068438953765349,1.3752187977838155,Iris-versicolor
+35,6.9307978754866175,2.992153839455511,4.862501802003655,1.5922821913463234,Iris-versicolor
+36,5.129927458993181,3.5736383906824223,1.4768459273529009,0.1585990433422546,Iris-setosa
+37,4.950246737434821,3.2293781717121,1.5507045988511203,1.94812459539754,Iris-setosa
+38,6.232530266105877,2.739105124929216,5.094110206140052,1.929856542140865,Iris-virginica
+39,4.669013852890291,3.0361826088569592,1.3474280852621359,0.08846266042053044,Iris-setosa
+40,6.60056463050738,3.2001296611672063,5.965645399380885,2.19365696243098,Iris-virginica
+41,5.142893125346024,3.7691524792825737,1.4424826448785095,0.2124472956019739,Iris-setosa
+42,6.270047453912531,2.8656733460014947,4.132852586846529,1.3116250649917054,Iris-versicolor
+43,5.107376810135753,3.2521929166732497,1.5154583438882432,0.1750759441776109,Iris-setosa
+44,6.314897748034075,2.843690046941451,4.9915057091994495,1.8312584121025166,Iris-virginica
+45,5.043036601028085,3.1619036774793967,1.366344495248115,-0.06114590840077566,Iris-setosa
+46,6.74883795487029,2.8084418433535716,4.951588101687492,1.7126293237372079,Iris-virginica
+47,5.890718601075618,2.990264209190105,4.820715833820546,2.040508557778379,Iris-virginica
+48,7.0568247483198085,2.9564601163521154,5.821397825960536,1.9299350657708232,Iris-virginica
+49,6.211757914258495,3.10833249540973,4.641373708509269,2.0598906628451603,Iris-virginica
+50,5.428721629378272,2.6178872464094414,4.349152191271861,1.284646756528626,Iris-versicolor
+51,5.239784289543358,3.2258582766992663,1.4865865529011069,0.2672151679156112,Iris-setosa
+52,6.837134309915285,2.957909232237822,4.43678723774802,1.680992835795449,Iris-versicolor
+53,7.305223897815967,2.7462602675327803,6.474252904758279,1.9161750377250417,Iris-virginica
+54,6.99065872923829,3.3108896444314624,5.703418867096396,2.0738471727264005,Iris-virginica
+55,6.128566890759409,3.0695216094819036,4.390533425633366,1.2788538266283656,Iris-versicolor
+56,4.827442229788108,3.0401430867993717,1.559200767820912,0.14946037584655258,Iris-setosa
+57,5.338757363341528,3.7556644654954034,1.3160977457350789,0.3787633369770286,Iris-setosa
+58,5.631762674306755,2.869319504885375,4.353888702265263,1.3339743827206179,Iris-versicolor
+59,5.883330926979863,2.6954019368019733,4.32421479316827,1.350154964929434,Iris-versicolor
+60,4.973254483981084,3.393834877590484,1.6512386952151874,1.67583496710035,Iris-setosa
+61,4.682580158603812,3.0686963603714896,1.3512629435050274,0.15541928734309385,Iris-setosa
+62,6.402800214696234,2.8493175158361668,4.993634544408034,1.523867954144249,Iris-virginica
+63,5.072482107072335,3.3716539486253074,1.5463928160822291,0.5318457408957861,Iris-setosa
+64,6.3074365288063134,2.7660609962052765,4.382172371845471,1.2097270318333577,Iris-versicolor
+65,5.249865126253642,2.2386011747320596,3.4668700469738885,1.2218295994993584,Iris-versicolor
+66,5.263754930763527,3.0524295055666744,4.702322820052654,1.3666672664718353,Iris-versicolor
+67,4.9550830288976995,3.6201029782904826,1.294807482403232,0.1261244495453246,Iris-setosa
+68,5.564440813303292,2.7814074243113,5.041438577224028,1.78418957393996,Iris-virginica
+69,6.181345505148117,2.9501545970806364,4.406086265346114,1.6177073236618575,Iris-virginica
+70,6.5959939154208564,2.6175449663177317,5.611408650370495,1.6627246750731166,Iris-virginica
+71,5.082030109649199,2.9926404877860375,1.606108309400389,1.9718096900725257,Iris-setosa
+72,5.275963178601898,3.742744011389537,1.3246809090687226,0.2604863108422339,Iris-setosa
+73,5.0515133349688,3.332838171492516,1.5367303984001746,0.26552586780171356,Iris-setosa
+74,6.4825856324889735,2.9613464043433066,4.325206440565145,1.4103046060369255,Iris-versicolor
+75,6.30012112177742,2.5948753957451878,5.343730822046963,1.8187885533375268,Iris-virginica
+76,6.173165797973446,2.936825895756808,4.348213266604639,1.418674963769667,Iris-versicolor
+77,5.076801378634691,3.3751829097636064,1.772879146051037,0.22499919687812303,Iris-setosa
+78,6.006651652302601,3.2219616909089357,4.8250209374523365,1.4793818713273759,Iris-versicolor
+79,4.717569626511995,3.0202419273317678,1.6121642325920333,0.14134005863956708,Iris-setosa
+80,6.624492471557478,2.785946657692979,4.455637764768327,1.4343165709871748,Iris-versicolor
+81,5.721920116160812,2.9748430870973475,3.842588241649605,1.1982604754897102,Iris-versicolor
+82,5.794804945076531,3.222510363335996,4.777340219181437,1.8961149762486227,Iris-virginica
+83,5.483798891304876,3.6176402440636144,1.454595917382871,0.4411998676118718,Iris-setosa
+84,5.476782063797798,2.7356518743020297,4.164135211511979,1.306851301288241,Iris-versicolor
+85,5.162613567880349,3.896535633264964,1.3977049145198264,0.19353991178357155,Iris-setosa
+86,4.973343547917832,3.6729727473354297,1.3711760645352495,0.15677460369764634,Iris-setosa
+87,6.756963557955887,2.9708518922875076,5.286232419328588,2.1077406659679156,Iris-virginica
+88,6.163571848605374,2.9933446906222736,5.338573502825772,1.8705518235065215,Iris-virginica
+89,5.88014345698221,2.9602660825706755,4.702703962280616,1.8971325220295916,Iris-versicolor
+90,4.702780100337549,3.304842314096455,1.2546744464929798,0.23115573217097263,Iris-setosa
+91,6.518053841716365,2.9663855925690874,3.927870556201026,1.3902352645043559,Iris-versicolor
+92,5.104164075286867,3.328100636415392,1.6401936846386898,0.44196642149119747,Iris-setosa
+93,6.392309573693132,3.3255478872243103,4.673848007769406,1.5235289889779626,Iris-versicolor
+94,7.176328322996853,3.229942016783312,5.4347408138084665,2.216649791493387,Iris-virginica
+95,5.983529891392491,2.78886469143235,4.21747025332872,1.6297380510723345,Iris-versicolor
+96,7.6006473337102385,3.4058969435281465,5.99222468013936,2.2441249749900987,Iris-virginica
+97,7.277248846412162,2.6712167809635985,6.283389240996973,2.020088799363246,Iris-virginica
+98,5.580688678137621,3.269365753344605,1.6309453668322025,0.5209457738114638,Iris-setosa
+99,6.072264641977582,3.1357012459672857,5.374782204160813,1.5563197900691872,Iris-virginica
+100,6.724421308926319,3.1240810345301204,5.824107065134084,2.0104897434080176,Iris-virginica
+101,5.346652167313306,3.1153538327020573,1.6189920953658798,0.34784715600225313,Iris-setosa
+102,4.849911969259588,3.141266124832861,1.2888696295047144,0.0985110822895725,Iris-setosa
+103,5.345712080826449,3.460080159789923,1.6716003582153613,0.2951114392092657,Iris-setosa
+104,5.751562056702569,2.7484768449698995,4.839090386797719,1.9483673568682023,Iris-virginica
+105,6.539350963871517,3.1666119021541226,5.0956729763231685,1.7669505011154543,Iris-virginica
+106,5.649416424992681,2.4063049197413506,4.456030926962701,1.564778018864432,Iris-versicolor
+107,4.9010551595037395,3.2891569352384553,1.682104345978112,0.26832367203723423,Iris-setosa
+108,5.094016963867552,3.274807796025529,1.2163409875722508,0.25041823503051963,Iris-setosa
+109,5.960670818486547,2.782928870210509,4.0137921676190045,1.4522342163395188,Iris-versicolor
+110,5.251257555648012,3.3965509845876087,1.3500106897555557,0.5109438910045665,Iris-setosa
+111,6.702946211270452,3.026979384810263,5.021055130347457,1.613695074675171,Iris-versicolor
+112,6.371223365619459,2.662612792707938,4.834648185796473,1.7852497889897534,Iris-virginica
+113,5.783663938253589,3.0818804853776722,5.41992053093536,1.8059011328786059,Iris-virginica
+114,5.567100079383231,2.7802469024222214,5.698337103454392,1.935046351846664,Iris-virginica
+115,5.577510758103177,2.828889383635108,4.762011692119825,1.6871771493495227,Iris-virginica
+116,5.583141367910091,2.6035880561411258,4.73446998991268,1.4820034589656073,Iris-versicolor
+117,4.9006808777437945,3.3069171313727503,1.5219106880269913,0.12149440646888504,Iris-setosa
+118,5.714509853857036,2.834528519150393,4.352425603345118,1.514781300027503,Iris-versicolor
+119,5.946949193594585,2.9319774896426574,4.387775508327567,1.2892389005972018,Iris-versicolor
diff --git a/iris/tvae/4/16/test.csv b/iris/tvae/4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/16/train.csv b/iris/tvae/4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/16/val.csv b/iris/tvae/4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/17/synth.csv b/iris/tvae/4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f9ef7310c7dffee378bd31f92fa20ed414ce21f
--- /dev/null
+++ b/iris/tvae/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.16243725334373,2.9191316935615013,5.350674146311247,1.854214700495934,Iris-versicolor
+1,5.920048973843628,3.1166445607210265,4.546721558918118,1.5020529947624544,Iris-versicolor
+2,4.9950739991798905,3.346524481356021,1.5799475235389622,0.1754964640993932,Iris-setosa
+3,6.695251502471769,2.7013309510867964,5.304841425133836,1.4069842033009625,Iris-virginica
+4,6.293146172168128,3.4107771802569418,5.2884119750759675,1.9101361282119094,Iris-versicolor
+5,5.381960650489077,3.368238095900873,1.4234893082690439,0.25056856640585895,Iris-setosa
+6,4.686584430992925,3.532269699784949,1.5267313322753675,0.03232977521149791,Iris-setosa
+7,6.023345132215592,3.1023735323685298,5.175666279160069,1.6038478894623378,Iris-versicolor
+8,6.307321172651859,3.0610272308572095,4.409252607148961,1.3446255450469442,Iris-versicolor
+9,4.567227957016485,3.4350514125959464,1.2829653110586463,0.28156212074360126,Iris-setosa
+10,5.995021040807818,2.766373320986649,4.865857984357462,1.3105027130855817,Iris-versicolor
+11,6.506165886089907,2.7059813190477833,4.798951200214872,1.8884318892828644,Iris-virginica
+12,5.530857377556464,2.4452291491676883,4.526903846715927,1.2973601786725755,Iris-versicolor
+13,4.64966361328805,2.986733224083495,1.3812941363788067,0.13602302463927063,Iris-setosa
+14,5.253073287875609,3.7175383148081464,1.3950270880528524,0.31979108693415165,Iris-setosa
+15,6.362132161067926,2.932071370007758,4.422308754186009,1.426932327597199,Iris-versicolor
+16,6.5495754795630035,2.824941076989076,4.94097301335419,1.6708253252838308,Iris-virginica
+17,6.395143250447745,2.7515656396292254,4.920055086006659,1.9584794593318058,Iris-virginica
+18,5.700431637369487,2.9572746269912775,4.505725739323682,1.3596847113455381,Iris-versicolor
+19,6.196136748745177,2.9459893665962085,4.816506476074716,1.455436547779856,Iris-versicolor
+20,5.5512248763185035,3.8605879080256127,1.5879484621723525,0.5324568564164593,Iris-setosa
+21,5.252333959568584,3.3716585058209505,1.445263315303913,0.22577921303928422,Iris-setosa
+22,6.403168877441543,2.94678790369196,4.559247729738671,1.7036602578679252,Iris-versicolor
+23,6.592211026245698,3.0872962583373282,5.173067111880143,1.6539413354902386,Iris-versicolor
+24,6.130891762999881,2.9177054279658523,4.846714476439588,1.8313623130284007,Iris-versicolor
+25,6.210758549520316,2.9999787014563766,4.760092536247923,1.9211971604656666,Iris-versicolor
+26,5.541131317513467,3.78534781886715,1.4938523823666914,0.3286730833044781,Iris-setosa
+27,7.361922379034706,2.967004699401866,6.562071590606997,2.1028925810446917,Iris-virginica
+28,6.479729451358278,2.908600589027589,5.116960211446332,1.6174731576479195,Iris-virginica
+29,5.067891016944146,3.1994222845779756,1.2613588344289854,0.0985595853587502,Iris-setosa
+30,5.573882496580851,4.03578450497219,1.4309265395681023,0.492716406129799,Iris-setosa
+31,5.335495172033507,4.024519158927731,1.8172836903400802,0.4406418016651234,Iris-setosa
+32,6.629604980589656,3.3221946008372334,5.651680836139401,2.384224466157992,Iris-virginica
+33,6.985402574556867,3.4550440702590843,6.059369927714213,2.195785940650645,Iris-virginica
+34,6.032706246077457,3.0268949580018814,4.653176026203079,1.4517054147861554,Iris-versicolor
+35,7.26924970058404,3.2661041316953963,5.57078649343674,2.30308017935891,Iris-virginica
+36,5.3709688252105146,3.8314589148270892,1.37757604667313,0.2452843137373772,Iris-setosa
+37,5.147373395711435,3.417334083453647,1.5643578321055052,0.21128582275753033,Iris-setosa
+38,6.081132057829826,2.788911696280862,5.152841270716145,1.8821753278941091,Iris-virginica
+39,5.714090483092586,3.258588567325162,4.94832105865566,1.7167074681298438,Iris-virginica
+40,5.494672552137712,2.577979693733892,5.143349071382385,2.4018176115770253,Iris-virginica
+41,7.379380806289325,3.3050526415501547,5.167663566993143,2.3053087504894094,Iris-virginica
+42,6.305964647025801,3.016368302797546,4.791617292460499,1.7892444313271099,Iris-virginica
+43,4.286457800701872,2.759052780031305,1.3966662614199716,0.3583534270577854,Iris-setosa
+44,6.891552978816647,3.0872307890406505,5.648826586848338,2.1804313964701345,Iris-virginica
+45,5.60436784026791,2.759111810278409,3.8129395289958694,1.144593497627792,Iris-versicolor
+46,6.527153151030096,2.936284488041132,4.851935727616735,1.3068051524048783,Iris-versicolor
+47,5.892206061919069,2.891666719784611,4.151001422812388,1.306430206480419,Iris-versicolor
+48,5.117954491047247,3.6047934083960858,1.2655983445146026,0.28119951351633304,Iris-setosa
+49,5.773365599339173,3.051083543162328,3.9954694968997955,1.3960058769367945,Iris-versicolor
+50,5.585934895133689,2.744293285782389,4.6925238615647125,2.0845693201972684,Iris-virginica
+51,5.023506415256361,3.604101872216149,1.5428621358849908,0.1570386034524911,Iris-setosa
+52,5.174123344858121,3.704189352286337,1.381572695812359,0.26756119448829746,Iris-setosa
+53,5.3356203921029275,2.7695531126104003,4.494869295053141,1.6843841633927368,Iris-versicolor
+54,5.30872858038167,3.4550178388356487,1.4743934727204926,0.4134047117414132,Iris-setosa
+55,7.140711347441081,3.583390237945233,5.94480733026887,2.1479481629610904,Iris-virginica
+56,5.126958491795048,3.9414848017895547,1.546976187690017,0.25124957742977555,Iris-setosa
+57,6.074037762679436,3.0150920403119006,4.317555332487755,1.456946407154529,Iris-versicolor
+58,5.030716913007776,3.2981852288625455,1.1799338413693194,0.311562450469199,Iris-setosa
+59,4.751809061794552,2.940207593578851,1.4458111882617504,0.0981755171616864,Iris-setosa
+60,6.075496512236273,2.8754536961753523,5.2486952611279225,2.2756286875018885,Iris-virginica
+61,4.755874899235103,2.741916851484235,1.3365268516459814,0.1535372930272514,Iris-setosa
+62,5.38775684208015,3.839909479965114,1.52601692701511,0.2879547332761494,Iris-setosa
+63,5.7753544724221015,2.9549513222613637,5.4540024164812175,1.8326489794997525,Iris-virginica
+64,4.80299366677539,3.5037806276556602,1.4874466005067781,0.14052652812995786,Iris-setosa
+65,6.570863830687443,2.6171014125644505,5.69645453414431,1.860649756646803,Iris-virginica
+66,6.429376895536224,2.959647645133325,4.327797990076029,1.229757828307042,Iris-versicolor
+67,5.640902150309958,3.906701479255558,1.5961708452222125,0.35155208563137474,Iris-setosa
+68,6.886699672992267,2.5947708073397386,4.7995355263928685,1.8100173823079089,Iris-virginica
+69,6.420820144813005,2.594672330171939,5.536780579772442,1.7348720568080525,Iris-virginica
+70,6.18822650835397,2.79867248213492,4.865580681095192,1.5383078223530786,Iris-versicolor
+71,6.265255534553299,2.6075636089348033,4.6126424094949465,1.2140976190536068,Iris-versicolor
+72,6.177752083997511,3.071137948561405,4.344123079216936,1.156520754962789,Iris-versicolor
+73,5.63721780493478,2.564808262467879,5.54312284224476,1.8681161205055798,Iris-virginica
+74,5.8194061025096255,2.7774502477794076,4.5620741334544235,1.4413130262228726,Iris-versicolor
+75,5.2759097463228155,3.582225056330955,1.6609052388513892,0.5219268422723355,Iris-setosa
+76,5.978487751549982,2.784990148113655,3.9553140440080092,1.2115506136271068,Iris-versicolor
+77,5.2076996264265,3.3458367852265547,1.5225590125226551,0.25438728860765997,Iris-setosa
+78,6.628233023266684,2.780523468104665,4.764875839507002,1.740856419963881,Iris-virginica
+79,6.262604046474541,3.101038058298904,4.417782333471366,1.2201804801103489,Iris-versicolor
+80,6.255378238865137,2.715810951359923,4.259995320944799,1.0837907460116862,Iris-versicolor
+81,6.0997706473400735,3.3029921381333525,5.007610823465995,2.662417750863739,Iris-virginica
+82,5.148454712596544,3.009773781539607,1.2981709631233356,0.3623460876234029,Iris-setosa
+83,5.355441544064375,3.644453170710162,1.6013923830908663,0.40526584426809137,Iris-setosa
+84,5.743234505913067,2.661249128014235,5.623167064228574,2.506482114224119,Iris-virginica
+85,5.175387523862434,3.6549767187316333,1.659550935161912,0.2489932042313219,Iris-setosa
+86,6.893852732179587,2.757956975852652,4.925658866972437,1.4873893698146707,Iris-versicolor
+87,4.284671720425124,3.1208764254819186,1.450816918303234,0.2049194367753645,Iris-setosa
+88,5.527652700827734,2.9951303678234535,4.916766413122965,1.67670647245695,Iris-virginica
+89,6.0376306331231575,3.336917353579582,4.625803382256879,1.7731407434284323,Iris-versicolor
+90,4.869145064114039,2.2579090262605,3.7265293088073115,1.484029030376914,Iris-versicolor
+91,5.432815244924633,2.579187121034699,4.048164651787567,1.575300651540209,Iris-versicolor
+92,5.509843685844189,3.3131039406116947,5.281663981206043,2.1431134919577346,Iris-setosa
+93,4.525910056161133,3.047441712814527,1.3974904402982016,0.22946511980092527,Iris-setosa
+94,7.3980685641775,3.099905842946829,6.355205900631765,1.9712400530094476,Iris-virginica
+95,4.728267422284603,2.4794142899271048,0.984804705519353,0.165352252840253,Iris-setosa
+96,6.3017393058484865,3.1315572633735753,4.719454870106661,2.134770455015006,Iris-virginica
+97,4.9777228995644025,3.1931213311867497,1.5233088145127074,0.14760017659144758,Iris-setosa
+98,6.26819396097091,2.6615663350929757,5.214859612708584,1.5184361263757737,Iris-virginica
+99,6.9446311862729,3.157375118512913,4.768404510082186,1.6937750367264222,Iris-versicolor
+100,5.46183548096197,2.4665215603575406,5.209316849600868,1.9185210352031086,Iris-virginica
+101,5.521455400475328,2.933985053760902,4.976617523428588,1.640950052179336,Iris-versicolor
+102,4.57021819464739,2.3331067212630767,1.2777184032877607,0.2177695424844148,Iris-setosa
+103,5.184258585092392,3.192731733915721,1.478911491340397,0.0855318217041097,Iris-setosa
+104,6.582182573727849,3.372201126635191,4.932325783082023,1.5923996215013083,Iris-versicolor
+105,6.7048839029615195,3.1690360025522737,4.3684665564205005,1.6705923119205843,Iris-versicolor
+106,6.2709604600015245,2.671727585763729,4.084126041857443,1.0270709404395801,Iris-versicolor
+107,5.04973584577857,3.520174691681668,1.5872535479723153,0.32187585236550753,Iris-setosa
+108,6.381129231807183,3.0761236171081805,4.7719176476146385,1.710173714080506,Iris-versicolor
+109,5.161952292971221,2.6429919029720854,4.252736433315015,1.292289084890593,Iris-versicolor
+110,4.82904406558728,3.461175123983887,1.410458050455392,0.25643719657975145,Iris-setosa
+111,6.70902363082043,2.8637156828563164,5.878864210585313,1.9726102253243858,Iris-virginica
+112,4.865062170169613,2.9319753809010503,4.4547222371058925,1.2340907273731925,Iris-versicolor
+113,4.986479572047871,3.7466150844506765,1.3887765106197172,0.23784879863828506,Iris-setosa
+114,4.643219328165682,2.493049908321651,1.125263882153845,0.3062839157011773,Iris-setosa
+115,5.354177804896228,3.422400029943632,1.8612711782459281,0.5194773212247324,Iris-setosa
+116,5.16475640715341,3.3980662020427532,1.4287008337085263,0.20613273676080182,Iris-setosa
+117,5.565777941312225,3.7239107393618447,1.8817436060434485,0.47344398721042175,Iris-setosa
+118,6.411035908510575,2.793840773600127,4.625089918726243,2.0080673340291204,Iris-virginica
+119,6.680737440016503,2.8547875342425466,4.783592725902594,1.6680506652749598,Iris-virginica
diff --git a/iris/tvae/4/17/test.csv b/iris/tvae/4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/17/train.csv b/iris/tvae/4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/17/val.csv b/iris/tvae/4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/18/synth.csv b/iris/tvae/4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9d578db9cecc21b486a08284bdecc842041be96
--- /dev/null
+++ b/iris/tvae/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.727804624945555,3.027740182010792,1.6771442680974318,0.03749988697585613,Iris-setosa
+1,5.504452269526903,3.515561549156801,1.5534366332748863,0.6049993455402749,Iris-setosa
+2,4.394159648157449,2.513519098340226,1.478203060972731,0.21681722839451953,Iris-setosa
+3,4.827473803816904,3.1978236488248766,1.4417253508260048,0.16392640940943481,Iris-setosa
+4,6.722022174644752,3.2196040139039117,5.929978033385274,1.9006594579155491,Iris-virginica
+5,5.122585848369218,3.276003064522424,1.3499142069227084,0.25921580781222203,Iris-setosa
+6,6.816154566518364,3.2414618709059075,5.052839000640482,1.922469314209744,Iris-virginica
+7,6.65583283813038,2.9812986257480034,5.33055784357404,2.1899915293147427,Iris-virginica
+8,4.893179643175857,3.2712114788323183,1.347261035936506,0.20677413836008054,Iris-setosa
+9,5.088573398968753,3.3806913701097745,1.5387403184324948,0.3944447884992695,Iris-setosa
+10,6.551024732676278,3.258853995480576,5.3398796459414575,1.9029966437380241,Iris-virginica
+11,4.921520573037954,3.0533949854664018,1.1849164182226448,1.3623632445347618,Iris-setosa
+12,5.635750998827841,2.8345811045009706,5.1316712092104435,1.8826739831861796,Iris-virginica
+13,5.843005765945634,3.0262042582595425,5.069356778726243,2.2307687192188057,Iris-virginica
+14,5.471380920356033,3.9748016820082563,1.583854601429474,0.43840595753994205,Iris-setosa
+15,5.67176673352979,2.9877403721063844,4.793804680570148,1.5706198082272573,Iris-virginica
+16,5.1662931545810356,3.311297654668111,1.4164773207712584,0.12744639132252158,Iris-setosa
+17,5.336941365268385,3.4528422648940675,1.627692498431227,0.13015196136614915,Iris-setosa
+18,7.683641208477689,3.024094264969356,6.540443830955473,1.8029222880793514,Iris-virginica
+19,5.463707964709944,2.7327279111364424,4.063796206899474,1.2565578686354941,Iris-versicolor
+20,5.324566288035514,3.6463010866149643,1.646515520173567,0.58006663002756,Iris-setosa
+21,6.024868552753656,2.900178100589314,4.779520243700235,1.9302093802723188,Iris-versicolor
+22,6.023690541109343,2.6163041543027026,4.787888621965941,1.4947344048789633,Iris-virginica
+23,6.971715133821222,2.9611940813763136,6.007031220278698,1.7880665032322294,Iris-virginica
+24,6.1658231176415965,3.256848196791316,4.678693448295363,1.9332578157358706,Iris-virginica
+25,6.004872420362149,2.8866016367520255,4.217393162869179,1.306290118364883,Iris-versicolor
+26,6.005134481653099,2.7953653320176723,4.84146085689599,1.210374232694819,Iris-versicolor
+27,4.796817548641559,2.790217025946267,1.6944105939330736,0.3220605622536126,Iris-setosa
+28,6.661523505659802,2.753927023020705,5.419713226469338,1.8439452754742216,Iris-virginica
+29,4.881007907435438,3.1886890941446384,1.4451406311711947,0.16855329055498036,Iris-setosa
+30,6.042641181496555,2.614848354406156,4.067283109741734,1.2560694031221602,Iris-versicolor
+31,5.088267278268876,3.2051309739012637,1.5255984337940771,0.3223415733557425,Iris-setosa
+32,5.204265373369752,2.5385453678791645,3.763541130543543,1.6288469261177352,Iris-versicolor
+33,5.947316697719844,2.8525287436241267,3.8600353451253318,1.3104396869711454,Iris-versicolor
+34,4.6276846395711395,3.4098163120438576,1.3266467964499937,0.17095026752183046,Iris-setosa
+35,6.548887631652027,2.892781792023007,4.758108759175986,1.765830816217425,Iris-versicolor
+36,6.707296197386896,2.9938864666970053,5.161341732285963,1.94546784602724,Iris-virginica
+37,5.148421249422368,3.245323966237176,1.587268863281665,0.03128156797249784,Iris-setosa
+38,5.293455425866226,3.7071789498159538,1.303731874704561,0.23147023440288994,Iris-setosa
+39,5.746622796681198,2.9392873176850345,4.867056496854725,2.2465454679934806,Iris-virginica
+40,5.847755958809788,2.397532962156968,4.285179695046652,1.364835938708485,Iris-versicolor
+41,4.7331545847059475,2.839875378787776,1.4038639942871272,0.15935734551509942,Iris-setosa
+42,6.5437336065349845,2.9745948119365444,4.83823984480725,2.1678136436553794,Iris-virginica
+43,5.53929889284751,3.4247934161946234,1.5249957080526368,0.1843086511654367,Iris-setosa
+44,6.003298849424009,2.578120780394724,3.9374667572343527,1.1152466745628307,Iris-versicolor
+45,4.899503584534327,3.3420789776522972,1.2980168767332563,0.17293462250581826,Iris-setosa
+46,5.150553725083495,3.5828291389064604,1.5494729285143147,0.4708851259909717,Iris-setosa
+47,4.871857277002977,3.184736887718323,1.5440830008202442,0.0427003784772709,Iris-setosa
+48,7.594300539661447,2.7569115040322054,6.114329352765623,2.0152625306383842,Iris-virginica
+49,5.1804707457660415,3.45630720520159,1.4685974605177419,0.1235489359734088,Iris-setosa
+50,5.6503651213126735,2.79825211024431,4.365819286685783,1.3005974116834755,Iris-versicolor
+51,5.6434391307338805,2.866140398886095,4.41031238766315,1.4428208194409393,Iris-versicolor
+52,6.154539947584983,2.777425832401424,5.164902018540448,1.7750344782960712,Iris-virginica
+53,4.711519385889317,3.1309466746737495,1.2583151696546562,0.17978966585739498,Iris-setosa
+54,5.021352427187456,3.329696924153902,1.6511764397452007,0.514757211494203,Iris-setosa
+55,5.15736666729723,3.164311979781449,1.634797460799009,0.30576063517661567,Iris-setosa
+56,5.746363293794075,3.0924492339798397,4.5785054260542255,1.677502932417857,Iris-versicolor
+57,6.565861057934995,2.7615187011161635,5.966655077568987,2.0280780654618793,Iris-virginica
+58,6.540867434223311,2.6348063895353775,5.255865707748865,1.7097224325876381,Iris-virginica
+59,4.998298796145783,3.7327633337959663,1.2839386451811647,0.29550485290206974,Iris-setosa
+60,5.2612878382375055,3.2793952669940545,1.3942333310271287,0.44541646628743803,Iris-setosa
+61,6.422773664078342,3.1210490906139343,4.325666623066372,1.2131252628890612,Iris-versicolor
+62,5.083600845608274,3.0370578947511033,1.5211404874348446,0.28840798334672135,Iris-setosa
+63,5.010140226386914,2.96365619785634,1.2631859262905922,0.21118414484358783,Iris-setosa
+64,6.073467090506919,3.173692731682707,4.614744217202682,1.4041408280533247,Iris-versicolor
+65,5.7927373243393045,3.1875300508006403,3.7077671346760237,1.8109531073211496,Iris-versicolor
+66,5.0288586408094,3.838518479112113,1.5553703585107128,0.4348702234204035,Iris-setosa
+67,5.569768769614293,2.598679329421951,3.8948430296492194,1.5060348130840229,Iris-versicolor
+68,4.8769386634405345,3.0715237619766373,1.3386871086152725,0.14139564349348885,Iris-setosa
+69,5.011439798138564,3.403394919544439,1.4365107780377295,0.3179787100997539,Iris-setosa
+70,5.624820056035183,2.882833484734124,4.43163154373371,1.1865159906420395,Iris-versicolor
+71,5.08177161105394,3.3202976280681056,1.5222706912452686,1.3630387235704708,Iris-setosa
+72,4.858004302789746,3.107749524767995,1.338586391793292,0.11309662654581254,Iris-setosa
+73,6.524321409617471,2.9378949596443094,5.500580006279261,2.0633597918534576,Iris-virginica
+74,6.554732191507251,3.137248487681714,4.691193757779949,1.6522893049976015,Iris-versicolor
+75,7.431104186636532,2.870954923627906,4.400296631515936,1.4476217845653936,Iris-versicolor
+76,5.342410714777569,3.466982685911246,1.4677145676674699,0.26386815159156785,Iris-setosa
+77,4.844265913954583,3.5483576902037406,1.5089509512011066,0.29032332128300314,Iris-setosa
+78,5.381252998100779,3.096332051749457,1.4315190472612633,0.18084228179178163,Iris-setosa
+79,6.821922735164778,2.65671119880023,5.90625835957454,1.8139034575231412,Iris-virginica
+80,5.369240208839567,2.715828587719109,3.891464271328772,1.5345073613846356,Iris-versicolor
+81,4.6253801866616815,3.323114998033738,1.3141613168821027,0.2558195300770867,Iris-setosa
+82,7.344608653426067,2.7881387350552393,6.3174989133012875,1.7918749386794202,Iris-virginica
+83,6.650635027547233,3.079006177567589,5.232574839448292,2.191336524675445,Iris-virginica
+84,6.125401620565864,2.7120187613526148,4.229025543110652,1.0581427314557872,Iris-versicolor
+85,5.53533953468879,3.0734009391399857,4.338757010018751,1.303576335073169,Iris-versicolor
+86,4.602443851835268,3.159737430911971,1.5528338154957109,0.11883827941393715,Iris-setosa
+87,5.871489371074363,3.6541904117778756,1.4850070442871932,0.41097915045210165,Iris-setosa
+88,5.115603826290965,3.1272110988845143,4.1774337719697945,1.2280698368843357,Iris-versicolor
+89,5.086605576324937,3.5129009976275873,1.3254537208184272,0.2809271330293663,Iris-setosa
+90,6.102141996716938,2.863727225432554,5.0917082693776,2.0255370290009953,Iris-virginica
+91,4.484202149345997,3.164174423251379,1.643351232345276,0.2814781657688842,Iris-setosa
+92,4.855867263141864,3.1015676996329486,1.2692229409579951,0.29273920907836215,Iris-setosa
+93,5.235749696032399,2.261412652261079,3.835681109724775,1.2822609571737742,Iris-versicolor
+94,6.710328727920989,3.357287032222519,5.36898267579444,2.2365730029882145,Iris-virginica
+95,5.20735270044708,3.296041366481525,1.8189057045020223,0.4755739554233422,Iris-setosa
+96,6.848714655962935,2.6533425557919985,4.48276375030616,1.8843410318392328,Iris-virginica
+97,6.706857608228553,2.9338410278526914,4.735845568404843,1.2905389883358036,Iris-virginica
+98,5.176621280252793,3.36153960251031,1.7254262719502031,0.6165000975584151,Iris-setosa
+99,5.442392034133063,2.836169527743272,4.438288641192932,1.8780022819990172,Iris-virginica
+100,4.540696619802315,2.9018836078220187,1.9104710349213123,0.22722238785965576,Iris-setosa
+101,6.283657299759322,2.9177540094832466,4.256261647745274,1.646443475882224,Iris-versicolor
+102,6.361876478101918,2.841514533706441,5.318422220181246,1.7530584433803598,Iris-virginica
+103,6.037264752448895,2.730785540078963,4.4247218284572725,1.347029719579638,Iris-versicolor
+104,4.889741205740199,3.1133637282620517,1.567104248212876,0.19348572687313448,Iris-setosa
+105,5.564830993855171,2.7877166066114833,4.9246997150277805,1.4970146148324948,Iris-versicolor
+106,4.819999080795506,3.4227498160611356,1.4750091237427194,0.1332774480720788,Iris-setosa
+107,5.156523965753383,3.3424939638695372,1.5462033726898696,0.42349269241235055,Iris-setosa
+108,4.6397198650297,2.9277939779662647,1.5356023484179748,0.22532854694738072,Iris-setosa
+109,4.772718595489005,3.1435708381449934,1.5451014913351355,0.13812830876789062,Iris-setosa
+110,6.013938152575726,2.4378326497147604,4.21993518771176,1.167722523520282,Iris-versicolor
+111,6.439815318990529,2.8734545284695914,4.79787000297266,1.1787227983838238,Iris-versicolor
+112,4.884767767689548,3.6293942950353903,1.5413479452358945,0.3898587354410897,Iris-setosa
+113,6.177166567868062,2.927302743158352,4.97589695136463,1.7406597800612829,Iris-virginica
+114,5.087253307406201,3.4525867007900124,1.2617673437238652,0.1604775388053558,Iris-setosa
+115,5.587351682884599,3.0054379866924426,4.945734662266675,1.3067022198402307,Iris-versicolor
+116,6.280970909940429,3.211749144539796,5.19024648929852,2.19620604765973,Iris-virginica
+117,4.751722277581235,2.9496645461138304,1.3237560190394235,0.06959470449336991,Iris-setosa
+118,6.280654589596851,2.2917374706740414,4.418042883519316,1.2333374447749885,Iris-versicolor
+119,5.106251314428515,3.224149132914435,1.8393300748551171,0.24514321392318353,Iris-setosa
diff --git a/iris/tvae/4/18/test.csv b/iris/tvae/4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/18/train.csv b/iris/tvae/4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/18/val.csv b/iris/tvae/4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/19/synth.csv b/iris/tvae/4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0623921a1e9a3f44cc8379fbd1006e9a10faea48
--- /dev/null
+++ b/iris/tvae/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.079405750717233,2.9962478173396336,1.450046476281924,1.3762081924934821,Iris-setosa
+1,6.431175540803804,3.3799792408147873,5.559135742299135,2.0082547723752153,Iris-virginica
+2,6.185750286942871,3.0268403889709785,4.715498021503754,1.0894085331261807,Iris-versicolor
+3,7.437783581654451,3.559488148753047,6.569775148503565,2.2025940840720613,Iris-virginica
+4,6.131591861425978,2.7131315256323973,4.802299800004641,1.9917016047663112,Iris-virginica
+5,5.444055596000822,2.6833443877607404,4.813738748564457,1.3437871316496202,Iris-versicolor
+6,6.46646817499894,2.9216448179922883,5.091804738757123,2.2392246309159862,Iris-virginica
+7,4.882577018324887,3.1058183911357085,1.6825698334687864,0.33444440560801936,Iris-setosa
+8,4.972492880136397,3.4510522307386924,1.6459743381725542,0.14490175270125316,Iris-setosa
+9,4.9205923700133445,3.401909071687217,1.4389835852831834,1.8894358409099095,Iris-setosa
+10,4.689236103153646,3.4263061381952395,1.6964450922467258,0.2548192195512096,Iris-setosa
+11,5.72251290441355,4.204614852821925,1.562762734039879,0.2766953369568364,Iris-setosa
+12,6.338502733966961,2.9055298087755497,4.3136449194394855,1.2396186874549093,Iris-versicolor
+13,4.717137154604972,3.0337665689532676,1.4488559474176943,0.15061029133448267,Iris-setosa
+14,7.112744043535089,2.843523982193484,6.317056493196415,1.7590740743285593,Iris-virginica
+15,6.1675182919234715,2.8520125399635976,5.204961464777808,1.843438597270975,Iris-virginica
+16,5.824750148805519,2.531153228608169,4.127443920962437,1.0831915389288893,Iris-versicolor
+17,6.472001593174689,2.908465432905786,6.096763418396712,1.8173094279719773,Iris-virginica
+18,6.033668280356952,3.0286493650235458,4.4356784925980755,1.2157100513111379,Iris-versicolor
+19,5.582650737300973,2.576356808632932,5.700936228689002,2.3768457343118863,Iris-virginica
+20,4.750055415711759,3.0960872660926917,1.505305447059678,0.26804459765549027,Iris-setosa
+21,4.933047364771614,2.746380923338432,1.4508237854604604,0.40248216209319554,Iris-setosa
+22,5.079846801121076,3.260345859416956,1.5534787854133423,0.01332199802349579,Iris-setosa
+23,5.27372898505143,3.457163623904767,1.6698685910356081,0.2375955277554434,Iris-setosa
+24,6.541578355405138,2.951499352837838,4.931530811338501,1.6589305258960487,Iris-virginica
+25,5.137101550579244,3.9654961047418738,1.4959312982896829,0.3303599469016198,Iris-setosa
+26,5.683126308934716,2.8896429799082957,4.50622636705892,1.2180807631775947,Iris-versicolor
+27,6.235217783521462,2.947345632109725,4.784074841338973,1.3349970565962161,Iris-virginica
+28,6.7415492750753385,2.838375990377799,4.477125695052351,1.339596442007814,Iris-versicolor
+29,4.945806698237959,3.276227455881023,1.1212172113144112,0.38938436713194463,Iris-setosa
+30,7.137567626311661,3.211151226655701,5.590854935413361,2.4549437196529253,Iris-virginica
+31,5.679871964561103,2.5930348101770235,4.942047380927918,1.7924518000419447,Iris-virginica
+32,5.302201648403176,3.987364674501544,1.293327789390858,0.2958540530877815,Iris-setosa
+33,5.860121265829267,3.0672071542316304,4.0991993829746525,1.430531215884701,Iris-versicolor
+34,5.03094194143938,3.388607962904863,1.4425695949331945,0.28378778459788156,Iris-setosa
+35,6.520250897462784,3.2257007766269155,5.235665957669463,2.0352311440505555,Iris-virginica
+36,5.060124818131788,3.303886587850556,1.682885883648402,0.23505182321485618,Iris-setosa
+37,4.983456782476614,3.003323577351381,1.5126411497843353,0.07599430769852725,Iris-setosa
+38,6.33971642307524,2.9418678438701744,4.346103213170223,1.3458026147026405,Iris-versicolor
+39,6.208689039078039,3.0384129834548452,5.165379356879351,2.224450864394573,Iris-virginica
+40,6.828262906716152,2.68516135734028,5.596736969859509,2.0626361184591477,Iris-virginica
+41,5.989404608718694,2.794285887964218,4.5296331622360935,1.860101480802105,Iris-virginica
+42,5.102462001125689,3.3948307765542065,1.5218606470569755,0.09748739108815727,Iris-setosa
+43,5.481941301764672,2.5894307221941686,5.129223317044399,2.23185891181332,Iris-virginica
+44,5.0823883918642805,3.653987856195157,1.4789413514376286,0.3260870302499851,Iris-setosa
+45,6.136206647354151,3.338832989643889,5.019721882248944,0.8710428348068178,Iris-versicolor
+46,4.440552744894047,2.9087105676348046,1.609868553088895,0.16222312589425122,Iris-setosa
+47,4.912410351564736,2.665568560983602,1.2710483184281722,0.20919222345638766,Iris-setosa
+48,6.468539360468794,2.5924974576923927,5.480026964080148,1.7924800215098264,Iris-virginica
+49,6.2420399817225665,3.2409174239629417,4.728917329502806,1.5978082780095033,Iris-versicolor
+50,5.655919745883172,2.2485247399612613,4.137944999708369,1.2220517989948563,Iris-versicolor
+51,6.233382440582369,2.778722129706334,5.486932659346934,2.1314224672887,Iris-virginica
+52,6.754031868197936,2.5442325898599285,5.544593381794059,1.746074452075687,Iris-virginica
+53,5.286596878717861,2.7971399270117203,5.17359550649669,1.7694094375530822,Iris-virginica
+54,4.652627666055761,3.363464356402884,1.5135239569587995,0.15646493987502336,Iris-setosa
+55,5.349413482753678,3.4899333872066634,1.7279475538391509,0.3640402469093818,Iris-setosa
+56,6.174461675872991,3.0410161871193164,5.130314234047642,1.933323591412606,Iris-virginica
+57,7.149497228654249,3.5084335194176735,6.026071892774783,2.360406729451467,Iris-virginica
+58,5.071108605662204,3.5875234062712273,1.3172999732855024,0.20218948877366796,Iris-setosa
+59,6.818384645248327,2.6740144598076743,4.745640222262797,1.8719964382316476,Iris-virginica
+60,6.735588097511406,3.2474568587968764,5.661699775784761,2.163688958584318,Iris-virginica
+61,6.779472951304819,3.22621881760322,5.820068181831965,2.2359462479567993,Iris-virginica
+62,5.972098504243872,3.067591228719563,4.502037398881741,1.1577565231289497,Iris-versicolor
+63,7.358704450183057,3.1328670024917264,5.938025011825802,2.3264918378363175,Iris-virginica
+64,5.2403304953589425,3.118156703375513,1.5397687728960145,0.4153318715915579,Iris-setosa
+65,6.774872843695857,2.6174211110771664,3.967604453523447,1.3027415129495878,Iris-versicolor
+66,4.97460763569216,3.098318311565112,1.5286358697385407,0.11489564166107144,Iris-setosa
+67,4.87332750920293,3.3708130845400213,1.3944890343454335,0.20496312235176167,Iris-setosa
+68,5.500027343874113,3.416858386581527,1.4535227121483725,0.2730667727595657,Iris-setosa
+69,6.155692259705433,2.79010244108932,4.720773679542683,1.3687535168599139,Iris-versicolor
+70,6.132402036721772,3.226569075602271,5.160778558312321,1.2631377616285864,Iris-versicolor
+71,4.852176279449599,3.1453951334245436,1.3455289253226352,0.01971800516338157,Iris-setosa
+72,6.38521540411404,2.8627351328759922,5.6190674431316925,1.8999667411822465,Iris-virginica
+73,5.266109595111683,2.9243899735503893,1.3047179085640006,0.2965581424972004,Iris-setosa
+74,5.064919448375781,3.064477437048047,1.5322591919304303,0.3036819439554944,Iris-setosa
+75,5.705470537057232,3.066163657890518,4.283828736338845,1.2605659649676617,Iris-versicolor
+76,5.574283498618363,2.7034952427664685,4.655655681496928,2.2246381195641245,Iris-virginica
+77,6.294899151370495,2.6940555952059504,4.456172233492838,1.6744240758516744,Iris-virginica
+78,4.211250923672029,2.5530711532606065,1.5102871853413853,0.20578663258481383,Iris-setosa
+79,4.864354761897196,3.3100306720498534,4.852409601397928,1.2839122456459697,Iris-versicolor
+80,6.860056177152485,2.8968096208385536,6.057069650799269,2.051366137945274,Iris-virginica
+81,6.197793664586437,3.1271390169257236,4.856163593267294,1.7017791491423628,Iris-virginica
+82,5.6807113645510565,2.321891096790069,3.835397211432399,1.1258110538964414,Iris-versicolor
+83,4.905183511872449,3.4547816906482094,1.6738948020244422,0.20477654664614975,Iris-setosa
+84,4.822822473575582,3.0711745139282933,1.2911949911058873,0.21790542264557694,Iris-setosa
+85,5.726858479729558,2.9000978187535744,4.710576108167732,1.5931101545368491,Iris-versicolor
+86,5.742666976353662,2.728594481434035,4.3050774008887025,1.6459484000373705,Iris-versicolor
+87,4.8552818694489925,3.67475369460783,1.4971442912573254,0.4031730042245427,Iris-setosa
+88,4.645082859109084,3.073906493505543,1.6343292893768635,0.23023947044309578,Iris-setosa
+89,5.776459777675004,3.3667743656550067,4.890194779959858,2.063772944556428,Iris-setosa
+90,6.8089080848396595,2.845756560719168,5.763357095550294,1.7727564547094838,Iris-virginica
+91,5.249589279488091,3.5920269358243577,1.51593619198974,0.288487273601132,Iris-setosa
+92,6.171962747172786,2.638255872552271,4.210062965365106,1.0004197200460663,Iris-versicolor
+93,6.389644066482069,2.649928037716037,4.292991663414912,1.1993036468716956,Iris-versicolor
+94,4.9733551231128645,3.291174166898995,1.1993732385839788,-0.026501478433075543,Iris-setosa
+95,6.245141691448849,3.3609870762403835,4.961072327397768,2.104027492712528,Iris-virginica
+96,5.652396663807554,2.4736330159618345,4.5160437627821,1.5526560002310197,Iris-versicolor
+97,5.199600625893402,3.4388667037879683,1.5260092344602918,0.24058825961418884,Iris-setosa
+98,5.7129522198410765,4.348369375848952,1.5330340931047344,0.4525798217861334,Iris-setosa
+99,5.944408669866966,2.4009663777244605,3.810608608607116,1.4847200554437225,Iris-versicolor
+100,6.759951946824375,3.25417169616722,6.24489549568148,2.2935015803507723,Iris-virginica
+101,6.046760199169605,3.0366759149045226,4.22228425926444,1.239347875537769,Iris-versicolor
+102,5.54375348939182,2.5551766300857204,3.888344106693566,1.1502733088807373,Iris-versicolor
+103,5.10131107914614,3.5825742678996817,1.5880912114575665,0.2829323601575099,Iris-setosa
+104,6.605159514863325,2.8173312327586726,5.574846309858859,1.8014139300466223,Iris-virginica
+105,5.240550885254402,2.5648099564256053,4.055924312590404,1.4195276341212542,Iris-versicolor
+106,5.400053767605289,3.2918829347044922,1.646317973805678,0.35953032606415675,Iris-setosa
+107,5.685958638251677,3.113821147689638,5.021901656535365,1.667065838443541,Iris-versicolor
+108,4.720973336771249,3.3885013935631503,1.3133352100521984,0.11571226726438152,Iris-setosa
+109,6.258097931163444,3.0265917316170947,5.647849376306403,1.6754991345047063,Iris-virginica
+110,5.65534212371654,3.0137131507400086,4.797191130390607,1.2880071451196442,Iris-versicolor
+111,6.877143597083245,3.3914560585695135,5.804823221349965,2.4229588364910217,Iris-virginica
+112,4.480375739155665,2.9374537506859033,1.3234720473057862,0.16211066772692417,Iris-setosa
+113,5.662532010549741,2.659064841317436,5.468745792867848,1.8141969689149813,Iris-virginica
+114,5.179023671512021,3.4008455406401996,1.574100732225103,0.42323954800120844,Iris-setosa
+115,5.506643600208043,2.606194054564786,4.50090073666991,1.7927449385528964,Iris-versicolor
+116,6.775532984630272,2.82072093467714,4.550094921636079,1.7298688894445646,Iris-virginica
+117,5.156275219609622,3.058973530567164,1.4263236367024155,0.22481635782906467,Iris-setosa
+118,7.280725749604787,3.8479923650990346,5.999249202956009,1.9452471291277744,Iris-virginica
+119,5.817157060548066,2.8978923953019735,4.14113315414032,1.2444639209596389,Iris-versicolor
diff --git a/iris/tvae/4/19/test.csv b/iris/tvae/4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/19/train.csv b/iris/tvae/4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/19/val.csv b/iris/tvae/4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/2/synth.csv b/iris/tvae/4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15020b7eb0ec333cccad49d0195d3fe1caa057b8
--- /dev/null
+++ b/iris/tvae/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.198592479382287,2.8531543165734736,4.475740747526006,1.8958264723077813,Iris-virginica
+1,5.20777420042907,3.3184125466090384,1.222464287196164,0.09623594008045439,Iris-setosa
+2,4.774668230100611,3.178524278706055,4.975377965598469,1.7767219030997794,Iris-setosa
+3,6.824154036925522,2.8765904926547994,4.389396080549127,1.2677555817146189,Iris-versicolor
+4,4.261661901106795,3.3199379539823672,1.346248677102269,0.25194118582297803,Iris-setosa
+5,5.184868616293609,3.919515576570655,1.4517448880784745,0.2754765146204543,Iris-setosa
+6,5.532905373694157,2.594912197729788,3.8913862166292694,1.4502747780455207,Iris-versicolor
+7,4.987410556233029,3.2573888686387087,1.5896694521163446,0.4840580540817161,Iris-setosa
+8,5.928808844510651,3.3765897712293853,5.166479884971415,2.0515280805928717,Iris-virginica
+9,4.488474704557724,2.4910680025171836,1.3314410841467526,0.12573551448871192,Iris-setosa
+10,4.96619147948126,3.3300196841499905,1.3837786886549104,0.2907893742110275,Iris-setosa
+11,6.588972877250625,2.9045869036255425,4.581180988185599,1.3655456106255097,Iris-versicolor
+12,5.208396932072568,3.4745080944889164,1.510723822213634,0.3489889245861158,Iris-setosa
+13,5.100747779415506,3.7380388614044544,1.475410289073585,0.27727579319647516,Iris-setosa
+14,5.157553684349113,3.8129101416221802,1.2108307302897239,0.3649193508930103,Iris-setosa
+15,5.928780680798366,3.1448075656226004,4.925711142969694,1.9023813539269372,Iris-virginica
+16,7.175455396676995,3.38823728957237,6.101407339237813,2.2883664627750875,Iris-virginica
+17,5.665234710184185,2.603712136979479,4.091190904678227,1.2342764782501165,Iris-versicolor
+18,6.633661168258381,3.4046319333792985,5.796404078947001,2.422648401462531,Iris-virginica
+19,4.493748972101272,2.59360609493257,1.589795303796186,0.46559775796120106,Iris-setosa
+20,6.3856872035933,2.8113708516127973,4.752543414798287,1.6475975806387826,Iris-versicolor
+21,6.76563714161781,2.8685670411127226,4.968632809814211,1.5494513916366532,Iris-versicolor
+22,6.187855362962276,2.6941274920527496,4.843386268239272,2.3815747762704373,Iris-virginica
+23,6.506641715494339,2.653283282910588,5.453500666313765,1.9692294041665472,Iris-virginica
+24,4.829082233503887,3.716503239606387,1.4525766274716818,0.09524988801443726,Iris-setosa
+25,5.696310305088458,2.238673103342291,3.4649776933419814,1.1736547160497963,Iris-versicolor
+26,5.841491115855193,3.1507578076756624,4.410733063254266,1.6265178364738715,Iris-versicolor
+27,5.174729782222065,3.7333120872429086,1.2718427273314843,0.42320435391309164,Iris-setosa
+28,5.896379153948121,3.069815656322757,5.001385941699136,1.7641195982068856,Iris-virginica
+29,5.042023094034109,3.7238211049245957,1.3364067356202105,0.33904976196219877,Iris-setosa
+30,4.951050984576175,3.6115732593586207,1.105348841040768,0.38648790344335837,Iris-setosa
+31,5.497536481976871,3.4912226659360055,1.425024784249893,0.46000383930187344,Iris-setosa
+32,4.869667497640965,2.068417212710258,3.3574921170212595,1.2383025239181737,Iris-versicolor
+33,5.388508941225007,3.3162252397193788,1.5385108128493357,0.6560504765395515,Iris-setosa
+34,5.625250719131758,2.9697065762807378,4.402729401864122,1.7066478415077146,Iris-versicolor
+35,5.5258283127708925,3.329226574803997,1.4196019628473038,0.2834983180557711,Iris-setosa
+36,6.222063834815929,3.1366240478608427,5.102480543180104,1.6879595963798142,Iris-virginica
+37,5.423335000303775,2.3844420055864686,4.3188172524108,1.2316356275897942,Iris-versicolor
+38,5.272486907617727,2.6711254290215805,4.34754995173268,1.3921413644862235,Iris-versicolor
+39,6.777665705064942,2.8031084759496943,4.713948295542382,1.7061245615377854,Iris-versicolor
+40,4.986608356468658,3.1833857934724272,1.7235856801754723,0.09883410755234148,Iris-setosa
+41,6.139104374816196,3.241818587747786,4.196470804949103,1.6580780259874677,Iris-versicolor
+42,4.892245635723457,3.3095517703212294,1.265740285215736,0.37277861723515837,Iris-setosa
+43,6.555911362750118,2.5283278371483613,4.368637801562338,1.2643085123465259,Iris-versicolor
+44,6.856218391626367,3.0612473809863547,4.680380333943868,1.5980061743425946,Iris-versicolor
+45,5.48658029771601,3.4556268069062503,1.5023783834941742,0.019917648935069143,Iris-setosa
+46,5.167947832056707,3.4426687713096977,1.5244634836285555,0.15738557571572925,Iris-setosa
+47,5.145312448208901,3.777562436887794,1.3406370909746532,0.2605114015545689,Iris-setosa
+48,6.278211958165452,3.3013886793966813,5.227736067578681,1.980487406825643,Iris-virginica
+49,6.148801014565479,3.1693517852476654,4.767249560138421,1.2706369578092038,Iris-versicolor
+50,6.992635735329644,3.3405041777512055,5.926950103932171,2.4254137185484623,Iris-virginica
+51,6.522026571970623,2.4988534893886003,5.360933113153401,1.7143127536100948,Iris-virginica
+52,6.071079672412305,3.1706307934531575,5.159920479042221,1.5332160490439664,Iris-versicolor
+53,6.288253124031699,2.9975920659583695,4.602781261310073,1.5463521384369368,Iris-virginica
+54,6.077108595945811,2.97678935136134,4.276501779235179,1.5769186673746936,Iris-versicolor
+55,6.6922319585599634,2.673040467340166,4.408670037869043,1.2878918264112875,Iris-versicolor
+56,6.598819897615235,3.1353569435944912,5.366903257440399,2.1222772364645035,Iris-virginica
+57,5.401219830849753,2.474572376254908,4.118852177031919,1.3578172241554458,Iris-versicolor
+58,5.4710301140703645,2.5583662897424158,4.103762701113854,1.0265859135731676,Iris-versicolor
+59,6.181499826295794,2.8764269418736124,4.281614845979558,1.293371346412045,Iris-versicolor
+60,5.3540115803019575,2.7534896164305134,5.375874974741279,2.21647736084113,Iris-virginica
+61,5.050597940178087,3.5270742803238404,1.600035248318697,0.13275470154119864,Iris-setosa
+62,5.367838953165632,2.5297075287904063,4.881443280540601,1.7024623996170396,Iris-virginica
+63,6.852887346009993,2.962954949831331,5.588708087647823,1.8270139612458387,Iris-virginica
+64,5.759875656418361,2.764114959815938,4.393374806195134,1.4877791599370902,Iris-versicolor
+65,6.5379558670665165,2.738801082058255,5.557919841859582,1.6139584432889538,Iris-virginica
+66,5.017845160877035,3.066317594117942,1.4828820166647363,1.9939982497738453,Iris-setosa
+67,4.559225969220543,2.9172862934964576,1.4886848415638534,0.21024793434594302,Iris-setosa
+68,7.829586790212254,3.692095451719834,6.778875841455159,2.082391596661662,Iris-virginica
+69,6.589582896819513,2.867659889412248,5.232258353392798,1.9007373373535064,Iris-virginica
+70,6.045265836341441,3.301791725203763,4.972900778005409,1.8458362506872092,Iris-versicolor
+71,5.411159332754799,3.1105238421612174,1.2303121243871162,0.22004744964664133,Iris-setosa
+72,5.246409558522608,3.44495002339549,1.287378566349031,0.48848045611072044,Iris-setosa
+73,5.967684276688388,3.8722931878371885,1.6051036810137451,0.39448554521881773,Iris-setosa
+74,5.430749619459988,2.796622414628846,4.551849468803596,1.5106195255562607,Iris-versicolor
+75,7.590734045297783,3.3871398296417667,5.875807405119501,1.9542946795621514,Iris-virginica
+76,6.273534251477741,2.9744040851103364,5.785483177428039,1.8467569106797617,Iris-virginica
+77,5.319225734537756,3.5429479070819627,1.5349022645806625,0.4730470383957984,Iris-setosa
+78,5.3210075063632685,3.678228933375771,1.5699341933917883,0.5081280591684143,Iris-setosa
+79,5.632289719921552,3.0878333931594657,4.590156391548302,1.9626229434601365,Iris-virginica
+80,5.949615522936633,2.9450775536270952,4.987987630202097,2.14970017815538,Iris-virginica
+81,6.277266969776036,3.127284384371436,5.482105473232008,1.6301372872638005,Iris-versicolor
+82,7.234249139126837,2.6200006879052946,5.890128944049288,1.845577834699125,Iris-virginica
+83,5.144656377255234,3.4785916088841433,1.257026788524821,0.2167729718079274,Iris-setosa
+84,5.619941781548465,2.988141915218666,4.848260945374662,1.3174475429771484,Iris-versicolor
+85,6.526405298556407,2.6217103806013773,5.876320363955527,1.5148816957195825,Iris-virginica
+86,5.548890795733329,3.9180028237201987,1.5451331317492203,0.3075052095681353,Iris-setosa
+87,5.133642565949549,3.339620596958999,1.5441864676280086,0.07002733385947157,Iris-setosa
+88,6.273203127485126,2.5511589713277294,5.1421484162558375,1.6597917283433044,Iris-virginica
+89,4.935127735269857,3.1808675157821615,1.7100369474237007,0.19083668682056337,Iris-setosa
+90,6.616215864605261,2.761854473919087,4.924274407416029,1.9776362483015983,Iris-versicolor
+91,5.34652302114132,3.256336877597936,1.2599987363762333,0.1649123086290929,Iris-setosa
+92,6.8026748521854925,2.5387627303864018,5.738890379801941,1.8424998861949198,Iris-virginica
+93,6.463938708110474,2.824191209469673,4.9876762149048135,2.0024158433703185,Iris-virginica
+94,4.402899908451729,2.745918430804517,1.5559960040094687,0.22893929794102613,Iris-setosa
+95,5.176853141059473,3.393389199170919,1.4826128399377847,0.17362894170865306,Iris-setosa
+96,5.815932173248494,3.718850125306182,1.6410157792471123,0.24692964731753334,Iris-setosa
+97,6.185987000826705,3.2440505136018416,4.210397186268696,1.352741254241887,Iris-versicolor
+98,5.600606185953207,2.7880104201803064,5.108601363342539,1.7767156798457098,Iris-virginica
+99,5.944680487415959,2.7724585559534067,4.55895734366475,1.2239585692204578,Iris-versicolor
+100,6.824897206000829,2.7605934022237912,5.4578938740057135,1.8293162389069502,Iris-virginica
+101,4.795169494720602,3.227246063453264,1.3882586216973596,0.07257768296222675,Iris-setosa
+102,5.026471320045208,3.5628227285615397,1.5660838239296422,0.3387569988234336,Iris-setosa
+103,4.731112177224208,3.1259055686426716,1.5503030079693942,0.05316589561044496,Iris-setosa
+104,4.831681683218544,3.1125340815953852,1.7057678517886279,0.3264835697356903,Iris-setosa
+105,5.6769883426755365,3.7496589684513126,1.5022967482964948,0.2611267270485251,Iris-setosa
+106,6.5802052226409256,3.2097125205175296,5.010061751411628,1.4915431061749704,Iris-versicolor
+107,5.133796139126896,3.697368327902361,1.7798614442292726,0.17613481585705631,Iris-setosa
+108,5.868864211100867,3.2295171549502375,4.523937248522105,1.5809130080838965,Iris-versicolor
+109,6.238662332391738,3.248739238904491,4.835020784663285,1.6982097467645583,Iris-versicolor
+110,7.36573750516469,3.0543142694636187,6.112717533938339,1.8944454627060079,Iris-virginica
+111,6.494851487719945,3.0962986487786197,5.578066879829795,2.126389338555944,Iris-virginica
+112,5.798138320949499,2.881560423723441,5.372473590765233,1.7841737088342797,Iris-virginica
+113,5.989065875410939,2.9827224804455836,5.002114300839413,1.7917087975107995,Iris-virginica
+114,6.356207572846079,2.6274536365937253,5.256595727447126,1.733672290552343,Iris-virginica
+115,4.6964676591281815,3.20981822450924,1.3648590608698568,0.25534382769045866,Iris-setosa
+116,5.361958957187149,2.2535353189949516,4.898496740518146,1.7518312305099393,Iris-virginica
+117,6.24075859610867,3.03119179892644,4.89219251142766,1.1821191654965966,Iris-virginica
+118,7.930141804115818,2.7913052530790647,5.887019580718137,1.9966734403462527,Iris-virginica
+119,5.365196370685484,2.7917599107683087,5.440712600152011,1.4060139630214425,Iris-versicolor
diff --git a/iris/tvae/4/2/test.csv b/iris/tvae/4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/2/train.csv b/iris/tvae/4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/2/val.csv b/iris/tvae/4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/20/synth.csv b/iris/tvae/4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46e019b79693220972145ca48dfec6a14c354b65
--- /dev/null
+++ b/iris/tvae/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.316193913214643,3.5377756709053543,1.4164216375635106,0.2588005205641476,Iris-setosa
+1,5.216044490832399,3.348188910599149,1.449005451571494,0.4809355822534438,Iris-setosa
+2,6.264721341534754,2.9573437101838937,4.757918906867207,1.934609344873226,Iris-virginica
+3,4.7909897110208455,3.5482946910815607,1.3820755313207325,0.1352635502655071,Iris-setosa
+4,6.079409087118786,2.851925283524916,5.122136278856033,1.9479800050934901,Iris-versicolor
+5,5.142100046837304,3.2414185930164185,1.5442196613900316,1.9127362521190308,Iris-setosa
+6,6.372367314290427,3.4067236538950496,4.787360437225108,1.374756432362658,Iris-versicolor
+7,4.7893178815646404,3.3395997657106973,1.433282528249861,0.07774379695770145,Iris-setosa
+8,6.604855207503206,3.0399546607634664,4.760243632819082,1.1515188933412752,Iris-versicolor
+9,5.0430520764151225,3.5677993586953343,1.731634283683162,0.2722592067157236,Iris-setosa
+10,5.375167569919225,3.8441562495305877,1.5387160565751212,0.3332777153119917,Iris-setosa
+11,5.617901643634942,2.8887256604566085,4.7502550598833,1.1519224760776567,Iris-versicolor
+12,6.645791538142798,2.5878945372053024,5.291784565921675,1.8059294519003761,Iris-versicolor
+13,6.238549969397208,2.8972972198921285,4.537319383238867,1.5208495401026343,Iris-versicolor
+14,4.352470939958346,3.057891089571117,1.3090095448869707,0.28734441772138536,Iris-setosa
+15,5.0828407738227455,3.3496048352482526,1.36160427796252,0.27471010271004054,Iris-setosa
+16,5.633416225943571,2.8390515214312995,4.83380080675612,1.9888713413313646,Iris-virginica
+17,6.335729344373424,2.7672164249866738,4.043537584234787,1.1323222704004003,Iris-versicolor
+18,5.505248191325707,2.639180089910937,5.472204452056945,1.7800091912405558,Iris-virginica
+19,5.098071269400927,3.1551936524074398,1.2724416971659385,0.28476736214387444,Iris-setosa
+20,6.167508511468519,3.1557225982745196,4.536751274978469,1.2626125881263652,Iris-versicolor
+21,4.427211430936035,3.2131784630672997,1.3606447421457957,0.08996930700010158,Iris-setosa
+22,5.136182571221617,3.3724278123075253,1.2989810270579853,0.12280117111655445,Iris-setosa
+23,6.466175165672369,3.078565155217861,5.0264135844615305,1.4691860607936875,Iris-versicolor
+24,6.006888713932276,3.0989437952786316,5.327706634331062,2.101163080504051,Iris-virginica
+25,5.35522704854176,2.7337782083607247,4.6564462012914944,2.1735849677680354,Iris-virginica
+26,6.329648158473677,3.0975057054373285,4.410344155177453,1.146092211709069,Iris-versicolor
+27,5.424679344099452,3.4095207764535593,1.6791895733949478,0.38824021837550776,Iris-setosa
+28,5.9291341458564535,3.216281847615008,4.489598634766519,1.3193240384847948,Iris-versicolor
+29,4.728083502255871,3.38284068178919,1.6589778591217468,0.3430142728432038,Iris-setosa
+30,4.581109991609839,3.054922126451973,1.3426188224559574,0.19817741453167687,Iris-setosa
+31,6.152073321523343,2.7806489393754665,4.971061048269572,1.4606847156169986,Iris-versicolor
+32,7.0283255221098475,2.3718751767379307,5.460897492440141,2.012089455836594,Iris-virginica
+33,6.310505744726226,4.0296930920496825,1.6588617857962484,0.35258160583794096,Iris-setosa
+34,4.776346660879961,3.576730706508966,1.4569476984262062,0.1757694948591262,Iris-setosa
+35,4.643879531064222,3.330335964118138,1.3689603693043524,0.13527513055355206,Iris-setosa
+36,6.306104657330416,2.78566158385342,4.445909659840987,1.421241065844044,Iris-versicolor
+37,4.946540934022771,3.4423174486902712,1.6255556954140633,0.381711249382132,Iris-setosa
+38,5.18030247843519,3.6440001760394285,1.5054058574819122,0.21554804606221212,Iris-setosa
+39,4.9804238213432575,3.5583084128205753,1.372330054159256,0.15699349828092846,Iris-setosa
+40,6.581890524802624,2.9173236496693424,4.509053487973513,1.3460607608080644,Iris-versicolor
+41,7.513212528253593,2.8055534427881206,6.433504750853565,1.9314374909942036,Iris-virginica
+42,4.184980770992268,3.5104808596380246,1.1644409899090804,0.24844222379258868,Iris-setosa
+43,6.604960302221997,2.849734385542797,5.1391360942526285,1.77038528440626,Iris-virginica
+44,6.582849966026543,2.719443093257615,5.309348863016093,1.7863997125314364,Iris-virginica
+45,6.507735386295122,2.7003328044793844,5.139859293299009,2.1919163439110556,Iris-virginica
+46,4.923798669014754,3.120931480969903,1.3656603419242797,0.18948527328799125,Iris-setosa
+47,5.68218793939795,2.5921605015628217,4.924659288222205,1.8800431418269192,Iris-virginica
+48,6.777661791885548,2.9809920124131803,4.1935447740900305,1.4248647691092622,Iris-versicolor
+49,6.189315738746649,3.103023484416433,4.571028547456149,1.661111405965185,Iris-versicolor
+50,5.141402254210061,3.3439133380898824,1.416242148067253,1.7037807307159571,Iris-setosa
+51,4.68826249444977,3.166346440007783,1.6418130260087382,0.14082659422197774,Iris-setosa
+52,4.98600218598802,3.6165021137996183,1.6406826579643792,0.06610586772279184,Iris-setosa
+53,6.672180563566133,2.830086687684668,6.047631496121553,1.7830590420993075,Iris-virginica
+54,5.043595770668929,3.2235338688081905,1.414340085544612,0.23416239533932712,Iris-setosa
+55,5.4824118301042315,4.348394574276623,1.431039640896961,0.17661376131482698,Iris-setosa
+56,4.937939923998637,3.189866217098192,1.4460209314571322,0.008298050294863246,Iris-setosa
+57,5.844863581880604,2.6541276686704562,3.938425153001138,1.3312712255257177,Iris-versicolor
+58,6.6474644449808,2.890118948803404,6.034319024647301,1.5828636550597293,Iris-virginica
+59,4.9348096218427475,3.1851627465278933,1.485817448241148,1.736639232325296,Iris-setosa
+60,6.083574759891186,2.663295310579751,5.239180388732456,1.628999741270481,Iris-virginica
+61,7.137308038241079,2.8028514261109505,6.628461899180833,1.7603970883694346,Iris-virginica
+62,5.389701990887368,2.732806718037164,4.2218126574687895,1.2061175911133886,Iris-versicolor
+63,6.009598078606946,2.862335215969767,4.525363136073353,1.4126661559848048,Iris-versicolor
+64,6.854925177419089,3.2556783369481237,6.041156360137405,2.3044542919596376,Iris-virginica
+65,6.077000338000829,3.230021475533551,4.76963735520548,1.3682460762877584,Iris-versicolor
+66,5.4715462736043055,3.4466700019504506,1.5620229336670388,0.20886678010444062,Iris-setosa
+67,4.989286161288159,3.188327809801196,1.6617821119283522,0.40217359863994395,Iris-setosa
+68,5.752150844566455,2.459628627634806,4.06978650970913,0.952810613674084,Iris-versicolor
+69,7.11804101969702,2.9179279710583814,6.12647230375071,1.8973225056655572,Iris-virginica
+70,5.140661380191751,3.2624962617353965,1.3152162733333879,0.242521657645941,Iris-setosa
+71,6.3029275060434715,2.7419545212979606,4.634717250628373,1.4530475736972257,Iris-versicolor
+72,5.724335253686325,2.9194270978225005,4.596048547817346,1.7530802759237603,Iris-virginica
+73,5.978977172047566,2.925140814181909,5.15470101113919,2.097219832079466,Iris-virginica
+74,6.030163257493853,2.9642695515049278,5.62102046814103,1.9500207584245959,Iris-virginica
+75,4.811035422756453,3.052151314505303,1.6797517459972438,0.16689100514695154,Iris-setosa
+76,5.589019184677236,2.380186084023265,4.333058630112095,0.9369379703975483,Iris-versicolor
+77,6.276238633233067,2.9370150916024502,5.342412450274912,2.08765401900218,Iris-virginica
+78,5.070789663070709,3.3168355541612167,1.574548450749035,0.12476329750412607,Iris-setosa
+79,5.102351028219872,3.319030034389017,1.5840956619117275,0.28873839884169905,Iris-setosa
+80,5.120030535866631,3.1662391647933306,1.6882283144248915,0.38658453552608785,Iris-setosa
+81,5.0513546881175335,3.5081068298697726,1.5437367182790842,0.09888323752421024,Iris-setosa
+82,6.770627802766445,2.939542885284955,5.058162507021519,1.6453737695661506,Iris-versicolor
+83,5.218068687458608,2.1167527773473216,3.5237241000736983,1.2948689007521956,Iris-versicolor
+84,6.0387990155080535,3.090036620953419,5.039019961559195,1.6868669663676574,Iris-virginica
+85,5.5457483418441855,3.4075338977865486,1.6651588502821713,0.22689361693721594,Iris-setosa
+86,5.571433417876866,4.157291684801439,1.5359402257227408,0.27571313475868453,Iris-setosa
+87,5.280075860828624,3.469941738141777,1.7071718184441664,0.3683780782613845,Iris-setosa
+88,4.4206413456862625,2.5430017154463114,1.1770351294863142,0.22455821888302552,Iris-setosa
+89,4.899987549098642,3.387570163164697,1.4834779654621904,0.24954861190171987,Iris-setosa
+90,6.7752151457635,2.7041301757413154,4.538768353925894,1.5047019901492096,Iris-versicolor
+91,5.455686155611367,2.4719105759545523,3.761965950699918,1.5845792988763847,Iris-versicolor
+92,6.044852777224319,3.22881469507625,4.530554762532482,1.5885803440528443,Iris-versicolor
+93,6.076143100805986,2.9313470950848877,4.501033644948284,1.2358359618924324,Iris-versicolor
+94,4.290916312665637,2.5809993539847884,1.2766435139488799,0.2650926534938601,Iris-setosa
+95,4.607701667882793,3.065394549445531,1.4549967237612558,0.3350376451959556,Iris-setosa
+96,5.487224994081027,2.6766177457438642,4.813269655014252,1.7201767200931146,Iris-virginica
+97,5.262369872939822,3.6513272980412372,1.55844192642651,0.2392116175598688,Iris-setosa
+98,4.962836433608469,3.1605404321022994,5.367129874459884,2.0220334509110196,Iris-setosa
+99,6.369137236702237,2.9628379154255695,4.704176083479526,1.867652897927595,Iris-virginica
+100,4.600685121162548,2.972920368658298,1.628522099398821,0.1090894835251775,Iris-setosa
+101,5.912588560126721,3.5516306898246666,1.5056803880192071,0.22961654259354647,Iris-setosa
+102,4.790751725765784,2.8466365668820828,1.3707886425764775,0.10973841159013725,Iris-setosa
+103,5.988575783132544,3.008774600664681,4.804903800824809,1.4123806357206048,Iris-versicolor
+104,4.921402892434729,2.271475704650184,3.5857515422869026,1.0283629710939057,Iris-versicolor
+105,4.677764311992601,2.9484043701118563,1.524645632633282,0.03969671001562297,Iris-setosa
+106,5.691923088189771,3.724574707631904,1.2568148608557437,0.28223926957235085,Iris-setosa
+107,6.307620847405136,2.9259872691902062,4.933115433042846,1.8579195831595787,Iris-virginica
+108,5.610657157108853,2.735069345812398,4.447083875713326,1.3306395994878164,Iris-versicolor
+109,5.630592569133568,3.128162854142281,4.785311769963866,1.9080807893408056,Iris-virginica
+110,5.082485850060451,3.3366577619363653,1.4889545512444988,0.1337725947168858,Iris-setosa
+111,5.350829269302791,3.2132813153614554,1.7029107278560398,0.29914543510517067,Iris-setosa
+112,4.967385150779337,3.5506872673225423,1.470919462462218,0.3146824250465882,Iris-setosa
+113,5.342351353290846,3.5269195631278,1.547094443239553,0.3613883919581852,Iris-setosa
+114,6.922587631080599,3.3662356617253066,5.2103743002397325,2.358728031961135,Iris-virginica
+115,5.191882775587782,3.952050399063453,1.2411484021496901,0.30743022757107424,Iris-setosa
+116,4.981075417546578,3.202358856830164,1.6948489346678737,0.2206155309091124,Iris-setosa
+117,5.601195470585283,3.514751375418033,1.4099863836924018,0.12885212689544653,Iris-setosa
+118,5.085427672935483,3.9984551208205,1.582107674990548,0.2778675299611775,Iris-setosa
+119,6.219522751562451,3.2336802550655697,4.815182194127956,2.050903817742442,Iris-virginica
diff --git a/iris/tvae/4/20/test.csv b/iris/tvae/4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/20/train.csv b/iris/tvae/4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/20/val.csv b/iris/tvae/4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/21/synth.csv b/iris/tvae/4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed9028be5a62d2514aa3fa79187837f91853eea1
--- /dev/null
+++ b/iris/tvae/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.698744119544326,2.794930173929799,4.996983457327244,1.1521549418581767,Iris-versicolor
+1,6.4037204324896875,2.7474587373913817,5.305238508141714,2.1176646147688927,Iris-virginica
+2,5.439305864410951,3.267856006438753,1.5573934515551426,0.39244789039013805,Iris-setosa
+3,4.998550532218319,3.307871754805699,1.6756982523568156,0.4195642923278439,Iris-setosa
+4,5.846681716725314,3.5008389917489553,1.5271421737243283,0.27752243460267,Iris-setosa
+5,5.694878955079466,2.9710092375539148,4.3431036707932495,1.476517184465756,Iris-versicolor
+6,5.348297902282287,3.610005705595292,1.4902294514172998,0.2734046418314537,Iris-setosa
+7,5.618675028536192,2.819200833843315,4.660292925216695,0.9461051825541308,Iris-versicolor
+8,6.375470632617508,3.108115505455273,4.839384662445365,1.421302664269207,Iris-versicolor
+9,4.728874261415753,3.0739614665537696,1.62609460807643,0.23645328812250851,Iris-setosa
+10,5.132578657487051,3.7017507014234763,1.733669529700256,0.2706862360261612,Iris-setosa
+11,6.5953396902513886,2.8677467563311128,4.136772320320189,1.4951601750514907,Iris-versicolor
+12,5.313845824688909,3.146814220799423,1.574929586445232,0.15719222524865956,Iris-setosa
+13,5.436142493581388,2.349934019575275,3.894570558507023,1.2831382394965816,Iris-versicolor
+14,5.273053555976602,3.3670198237120466,1.3328280549700056,0.45232784750282407,Iris-setosa
+15,5.117859219152431,3.3785579082138106,1.4685480830836743,0.37865137675927296,Iris-setosa
+16,6.309206085687706,2.560715279089081,4.224550546544639,1.3035525288762908,Iris-versicolor
+17,7.016101724053961,3.0601492973674738,5.667280560218408,2.0101095300183096,Iris-virginica
+18,5.136463256600529,2.6010226545061963,5.030922803928658,1.9080345129114151,Iris-virginica
+19,6.080101252951534,2.52671477959619,3.8674023814237852,0.9850682383045705,Iris-versicolor
+20,7.166227427406948,2.9691328588313497,6.0381816469259455,1.9822123908473874,Iris-virginica
+21,5.576812867124898,2.8140856916126076,4.957815432142435,2.0520799384735664,Iris-virginica
+22,5.05563535572965,3.2955131833818423,1.4402382510179363,0.2718383337020551,Iris-setosa
+23,4.37730449243379,2.7852272340477136,1.3174557935772713,0.21138520896531454,Iris-setosa
+24,5.534969088514632,2.6708013001820725,4.128247211081414,1.2002655940276408,Iris-versicolor
+25,6.629312611478207,3.1201737819859052,5.390783629733526,2.3482517161872947,Iris-virginica
+26,5.801409276274029,2.9591939024760365,4.5684962207055175,1.9640117279513365,Iris-virginica
+27,5.134298388413743,3.1812933705151054,1.4028399008866281,0.21826773122573717,Iris-setosa
+28,4.682934226422752,2.9342572281780726,1.3630243795762433,1.4586111516463087,Iris-setosa
+29,4.954003340708467,3.057247229945351,1.2716224225023318,0.17086698067003747,Iris-setosa
+30,7.625336325840854,3.701404738076647,2.1232951022629596,0.6877621357709786,Iris-virginica
+31,5.50296925294987,2.531466755360603,3.914335758202915,1.3213725316474298,Iris-versicolor
+32,6.192608731325479,2.954523289748653,5.903699866510204,1.7731879983346115,Iris-virginica
+33,5.162290901149217,3.1088424710327756,4.845330972282998,1.7024939072897092,Iris-virginica
+34,6.40931310909896,2.7979520700373777,4.824951734855468,1.5307957509367904,Iris-virginica
+35,5.760547868002553,2.247744031666551,3.5467727240608937,1.2079360547939733,Iris-versicolor
+36,5.956289040545251,3.167016281127599,4.501942002135804,1.5343589123034744,Iris-versicolor
+37,6.499087022502489,2.8006628030219414,5.1893514157369385,1.8250233881800335,Iris-virginica
+38,6.135822599624788,3.4280960348363507,4.4520816978884605,1.4237498067668306,Iris-versicolor
+39,4.671317359971215,2.7154504351142266,1.4269952573593032,0.2457696908385183,Iris-setosa
+40,5.016971341621276,3.11822343980108,1.5863295464538594,0.30221089321870115,Iris-setosa
+41,6.319162559594988,3.0194323672765027,4.621789815369493,1.456564791500861,Iris-versicolor
+42,6.004518575319755,3.0526487767679957,5.056523393500594,2.0186569124426894,Iris-versicolor
+43,6.672628988399349,2.7827946096571097,3.5165658576048333,1.500182941664003,Iris-versicolor
+44,5.8875044176805424,2.6728575032513753,4.935173144106245,1.725914947703518,Iris-virginica
+45,5.162775801671764,3.5308531399218026,1.363643655575504,0.423509074399959,Iris-setosa
+46,5.649373137037006,2.5908704000745146,5.200547680978526,2.1457277552583696,Iris-virginica
+47,5.989564057078385,3.0077118815375607,5.059760943763349,1.395099760478098,Iris-versicolor
+48,6.370782146351386,2.9237957347224546,4.497286489396826,1.8954280424403667,Iris-virginica
+49,6.385059418179657,3.0076739775632784,4.590754049803222,1.6231826418968514,Iris-versicolor
+50,4.676989294635223,3.0166775495908937,1.4124319547217172,0.24467324101864646,Iris-setosa
+51,6.412256226028701,2.7314445845359234,4.515698326827477,1.2719110325771847,Iris-versicolor
+52,6.009724776951201,2.849823090433498,4.569672144184418,1.0317743054218573,Iris-versicolor
+53,6.696372431257467,2.3951538124115332,4.184928480461056,1.4310319668930203,Iris-versicolor
+54,6.047766997893403,2.7299436367931773,4.695440698311719,1.2025271223577922,Iris-versicolor
+55,4.784479277929012,2.9227566176200277,1.4029152861357865,0.2641255566958232,Iris-setosa
+56,4.9423736105672145,3.183512275809143,1.6399337262813731,0.23334195171418964,Iris-setosa
+57,4.895306036009908,2.908474504728917,1.4936948676998625,0.4500870691105061,Iris-setosa
+58,5.29615643392085,2.5200456020835476,4.269510431325576,1.4324627975854287,Iris-versicolor
+59,6.406419860908,2.8839337656792017,4.8945375191485985,1.4991940131743298,Iris-virginica
+60,6.320221741199267,2.7808688035866274,4.656425570906888,2.1467508291015505,Iris-virginica
+61,5.108263902547957,3.2375984519910443,1.4227733865167864,0.2544588237650324,Iris-setosa
+62,6.340772162407177,3.055503123999009,4.675220321995788,1.58385032294742,Iris-versicolor
+63,6.10170316372669,3.185933616748766,4.912580010795628,2.324328709501589,Iris-virginica
+64,6.337189280580923,2.5607864446159834,4.648734388802962,1.5496009643946813,Iris-virginica
+65,5.618274243563283,2.452247674964359,4.079217158697481,1.1470684147505192,Iris-versicolor
+66,5.980594292133438,3.282009664852918,4.753675821641338,1.6188385942040673,Iris-versicolor
+67,5.59613783571512,3.477915051769045,1.5883123392332628,0.15114095281972395,Iris-setosa
+68,5.721264197841208,2.648431895361647,4.170018910501343,1.0423254206574926,Iris-versicolor
+69,5.0953792389890475,3.2826278851912587,1.4879133305279322,0.09579533987330802,Iris-setosa
+70,4.943059316348884,3.3565495227158264,1.6071862004282496,0.12217472246514557,Iris-setosa
+71,6.749275557037134,2.959775270129783,4.333956121527139,1.551317495581314,Iris-versicolor
+72,5.836087679992447,3.0079440026035154,5.21998779196201,1.8771200115145872,Iris-virginica
+73,5.866638616959832,3.0154993986306557,5.26374187846982,1.9822046633067698,Iris-virginica
+74,6.682846258683248,3.4269114811015213,5.200020040060407,2.434885097992009,Iris-virginica
+75,5.467676730488747,3.445946174865477,1.5872965772501746,0.2504868977710802,Iris-setosa
+76,6.512005419954093,2.838698980160569,4.846939850561477,1.920695762219838,Iris-virginica
+77,7.034416754905767,3.1076514995934272,5.146063778561506,1.3581054070103236,Iris-versicolor
+78,5.122402340088966,3.3784105749220723,1.5130669708354694,0.39828424946784663,Iris-setosa
+79,5.200957285063022,3.792732626238795,1.7042102206925045,0.20951434200768293,Iris-setosa
+80,5.191166036289255,3.6798407332957037,1.8044579209987377,0.28325258871149156,Iris-setosa
+81,5.0415635611214356,3.386463704538462,1.6201520592783039,0.4578756386848013,Iris-setosa
+82,4.687299131072764,3.5129725057695658,1.5723950357335785,0.17516224062845714,Iris-setosa
+83,5.120562057320533,3.2219006099423853,1.4798141766685857,0.1910640828804568,Iris-setosa
+84,5.901588386008403,2.8870725236248145,3.6314255363281482,1.2215610503680918,Iris-versicolor
+85,6.237563860978954,3.259513975029722,5.0469961593824415,1.7672489369135822,Iris-versicolor
+86,6.485467672467909,2.742157559375899,5.504472694384032,2.0226468869545933,Iris-virginica
+87,4.8701578178258735,2.8083316041856854,1.5339075342440534,0.17739585113764206,Iris-setosa
+88,5.853024054785154,3.0415910541936295,4.300953833675008,1.464247770955532,Iris-versicolor
+89,6.131158305713181,2.8516950766243614,5.268953985927401,1.6395604718112173,Iris-virginica
+90,7.020009100634841,3.195889945698914,5.957276045235081,2.3457830254375818,Iris-virginica
+91,5.076111378753862,3.365376346356225,1.6948109533658822,0.3945337117327934,Iris-setosa
+92,6.194823087654075,3.183191027308759,4.99373295374086,1.4928612374781132,Iris-versicolor
+93,4.710317097791111,3.8096447523969763,1.0420600946569951,0.1264489650807998,Iris-setosa
+94,5.233536532569195,3.7332799092022793,1.354623312588895,0.378977173756759,Iris-setosa
+95,6.6646975159950905,2.8684401497937175,5.012823712017554,1.4812207396821988,Iris-versicolor
+96,5.0258158118584735,3.415792395479063,4.74063007988881,1.573546701748746,Iris-setosa
+97,5.604481143293294,3.4034201775720274,1.3933821725764828,0.23041644305475512,Iris-setosa
+98,5.6844282239771875,3.045861815005454,4.863598121086283,1.8829834943618255,Iris-virginica
+99,5.493944356959157,2.8952229749711975,4.224127038188777,1.4494641132156683,Iris-versicolor
+100,7.061121709627204,3.5347552615980162,1.8414497974623782,0.4790083463607411,Iris-virginica
+101,5.305121617066379,3.6948532711844466,1.5565175803699582,0.45511483560440075,Iris-setosa
+102,4.970241361427457,3.215052631268378,1.6399673309122553,1.5407977097852665,Iris-setosa
+103,6.884897187964661,2.8008881841015985,5.550223300581797,2.1275072960260912,Iris-virginica
+104,5.007792305824987,3.2955603804524434,1.4444700050971344,0.39580757266318967,Iris-setosa
+105,6.276713490802376,3.1594969043933077,5.180498728323147,2.085658760725761,Iris-virginica
+106,6.202446302976664,3.0355629640560298,4.845219685022487,1.740538610482713,Iris-versicolor
+107,6.643266652135555,3.241556168931316,4.951450598488827,2.5684488671896206,Iris-virginica
+108,5.613549320795819,2.8147724247982286,4.418193575991563,1.2296756542267646,Iris-versicolor
+109,4.595543477304151,2.5862057236465654,1.5118498204195214,0.16341569666274158,Iris-setosa
+110,6.508518397554729,3.233266706097427,5.5074808618261315,2.076986449781933,Iris-virginica
+111,6.393100280967742,3.0759590636907412,4.812118640602413,1.591526430714118,Iris-versicolor
+112,6.260933817851969,3.059192440825052,4.656497567873043,1.6195795155447716,Iris-versicolor
+113,5.640740574393154,2.2028273678325245,4.013457724064454,1.0935311825986629,Iris-versicolor
+114,6.445342404775739,2.8166165300974884,4.083574441693798,1.4249936611885314,Iris-versicolor
+115,4.471824003892425,2.493622703097575,1.5437511654451885,0.2403463736496822,Iris-setosa
+116,6.590840135872961,3.0950987375003587,4.453737559150956,1.6466930353912745,Iris-versicolor
+117,6.135208662217309,3.1610437139467766,3.8032091390252907,1.4482608174827045,Iris-versicolor
+118,5.034320528325381,3.2336523357413,1.3338725015132666,0.2131963891048428,Iris-setosa
+119,5.652853184220339,2.56092140254434,4.025011866512316,1.3341052499283481,Iris-versicolor
diff --git a/iris/tvae/4/21/test.csv b/iris/tvae/4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/21/train.csv b/iris/tvae/4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/21/val.csv b/iris/tvae/4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/22/synth.csv b/iris/tvae/4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..519c11aeb71e404b03b51e6864b66f821e4f618f
--- /dev/null
+++ b/iris/tvae/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.069022582314159,3.495585187969609,1.4324506081459238,0.20610739749359921,Iris-setosa
+1,5.0780146568148945,3.973773105901439,1.6170453110605094,0.29137846391850003,Iris-setosa
+2,6.725698429496456,2.671324255103192,5.665542433498384,1.9388626894735563,Iris-virginica
+3,5.785247900000389,3.0407027705433363,4.248999188162585,1.2513490571332553,Iris-versicolor
+4,6.574078350130259,3.6610879781323424,1.5759052595339749,0.5665560313231675,Iris-virginica
+5,6.006412638817762,2.7711878958715643,5.22700605850807,1.9798530939685892,Iris-virginica
+6,7.103129141381269,3.1859419047364206,5.383096085920148,2.181859719835753,Iris-virginica
+7,5.2756769077940415,2.54098632506604,3.732158934854678,1.2872245496570152,Iris-versicolor
+8,6.40925636885745,3.187512684571352,4.637411508654791,1.8096143899623938,Iris-versicolor
+9,5.9103414920136155,3.178971457963443,4.840633389218519,2.270441379854869,Iris-virginica
+10,6.023705433885539,3.928825068972113,1.6205052323496407,0.29462387846817095,Iris-setosa
+11,6.645365522114106,3.515033841300983,2.0331091807379105,0.5771480527966236,Iris-virginica
+12,5.660973029837155,2.8845376647749905,4.467437206778812,1.521200455555786,Iris-versicolor
+13,4.7223877108538,2.9240419059115244,1.4634320844342825,0.19439504702180888,Iris-setosa
+14,5.211170645329997,2.6675816548863636,3.7873480848577987,1.1988518047045953,Iris-versicolor
+15,6.3262026768642,2.4294479354843532,4.0635469349333,1.5150785879611617,Iris-versicolor
+16,6.265592967892182,3.1544188155299038,5.1285695018326,1.7599171256198076,Iris-versicolor
+17,6.555472205879429,2.753611409430685,5.097657271143357,1.2632654036892192,Iris-versicolor
+18,8.147747815753354,2.8524799397890486,6.307659941898564,2.221057249335686,Iris-virginica
+19,6.13425427582737,2.9973981217370635,5.334672342763843,1.5424150495565099,Iris-versicolor
+20,5.5768276952377205,2.946430317784222,3.963529473365879,1.3697214746768975,Iris-versicolor
+21,5.80755256959921,2.382013173147233,4.306593169893222,1.4495447182251955,Iris-versicolor
+22,5.263878091526982,2.8331120545084816,4.340925436910602,1.2702533559290026,Iris-versicolor
+23,6.363201710897082,3.178337090504042,5.089398038057897,1.343251626417769,Iris-versicolor
+24,6.713282381509986,3.244884760505579,5.377507005048888,1.6040770645952485,Iris-versicolor
+25,5.381513579568762,3.5296080758072055,1.5911708650619718,0.4630797375604142,Iris-setosa
+26,5.625538081401107,3.9226256796635237,1.4896819266594996,0.28913706886487295,Iris-setosa
+27,6.853838156589424,3.126831418702703,5.477016884961962,2.654228185532797,Iris-virginica
+28,5.981128556370106,3.153179287873995,4.230216508032553,1.8196357128001008,Iris-versicolor
+29,5.189931917906107,3.402888972663699,1.3124431550187774,0.2937837208834922,Iris-setosa
+30,7.910402343775923,3.0289864915910387,6.548839746364253,2.230947633067176,Iris-virginica
+31,5.936657156385636,2.9489458423539228,5.051934728665985,1.8564387275815364,Iris-virginica
+32,4.971353137012144,3.2919203106173787,4.607196977313857,1.8905145682139701,Iris-setosa
+33,5.430110318343163,3.618535790682907,1.412993565232994,0.2607598237316314,Iris-setosa
+34,5.617715758292622,3.0676412509398663,4.352949553286818,1.4534153423198675,Iris-versicolor
+35,5.082491823466155,3.1222899483313777,4.829846003129396,2.3591883620983842,Iris-setosa
+36,6.111983137341107,2.8922559870824704,4.740366092899129,1.9201563825758337,Iris-virginica
+37,6.585565159333159,2.7879827170856264,4.2794338275511965,1.440151134900348,Iris-versicolor
+38,5.961678255177265,3.070013237962869,5.040576326685457,1.401854974061307,Iris-versicolor
+39,5.978845509939967,2.9468249772912123,5.186092849407441,1.5521117107999205,Iris-virginica
+40,5.828299103664329,3.135164562360815,4.444638399846274,1.2304154779175198,Iris-versicolor
+41,4.6351555092991905,2.78198265554457,1.2989263501785657,0.1989190679699654,Iris-setosa
+42,5.283411643927863,2.587201622747293,5.264013425369725,1.4767267155932966,Iris-virginica
+43,6.952456766147887,3.2548932611432293,5.560073543290919,2.240546475996858,Iris-virginica
+44,6.445160889843042,2.966098202747043,4.540321837791137,1.5896451090395267,Iris-versicolor
+45,4.867090008459052,3.5051003970660988,1.3617095856641146,0.24318726755425243,Iris-setosa
+46,6.45144018061069,2.915264371919292,5.837133754341506,1.8891485517386175,Iris-virginica
+47,6.36829848592137,3.2310815108220354,4.542288194854696,1.7480659720258076,Iris-versicolor
+48,6.735569658954217,3.371034435243066,5.638178865578869,2.236144391374869,Iris-virginica
+49,6.588199340759997,2.513870925325923,5.58989336752016,1.9488642804495373,Iris-virginica
+50,5.578058282651901,2.550368374932181,4.161195251823632,1.3533435988072424,Iris-versicolor
+51,5.4511655733777395,2.5783359912908312,3.90835078653049,1.1278957381299373,Iris-versicolor
+52,5.0391989609167736,3.297972017862328,1.7082485837624835,0.34274236875919684,Iris-setosa
+53,5.733929435435725,2.750473649391386,5.6493220520760445,2.005526738164095,Iris-virginica
+54,6.380869821646402,2.987110389679557,4.85539846233009,2.023144339937306,Iris-virginica
+55,6.309072737792792,2.7791514738556646,5.105600097808785,1.6070782204614165,Iris-virginica
+56,7.1569440815006145,3.501156170085154,6.583501766781536,2.0515862715517033,Iris-virginica
+57,6.4940380438296685,2.920658605004,5.25675068353932,1.6423952617650845,Iris-virginica
+58,4.952090476587878,3.4226166178547905,1.1935947054739997,0.32755839624998606,Iris-setosa
+59,6.244387031322676,3.091242844721898,4.352048086661516,1.6737160332755958,Iris-versicolor
+60,5.140125059324077,3.443031199626049,1.5562591732631113,0.28428463732364695,Iris-setosa
+61,5.039295554572387,3.446462757120955,1.5181574544148184,0.1663771272916834,Iris-setosa
+62,4.984681856785716,3.3213333165939183,1.7019501297242785,0.2388000541888556,Iris-setosa
+63,6.298197282009886,3.011231405049507,4.352710618194424,1.0441207854991066,Iris-versicolor
+64,5.696770714053247,2.8050442659532155,4.5981627359848725,1.5927471978264853,Iris-versicolor
+65,6.243565071956115,2.6001838951265683,4.454513856792747,1.4618163820704488,Iris-versicolor
+66,5.353152246265005,2.5545216017675396,5.101181982724111,1.964104691326591,Iris-virginica
+67,6.725659513122927,3.124274800089519,5.862384608742585,2.7716975850756174,Iris-virginica
+68,6.109791221666707,3.3007234848290863,4.5841207011013605,1.9673796729918376,Iris-virginica
+69,4.564736187730557,2.960158938059967,1.616843455207151,0.17757474152889968,Iris-setosa
+70,7.46121153569757,2.8436538656247263,6.225232901734406,2.1992128004762455,Iris-virginica
+71,6.06996081029888,2.7591023412074844,5.160914135894358,1.9899329122799363,Iris-virginica
+72,5.790102540047553,2.9344228907285066,4.863491129537069,1.6925995721336058,Iris-virginica
+73,5.60554177355285,4.113507512152894,1.1876642342584713,0.21884031104947754,Iris-setosa
+74,5.370068499579822,3.8282452301257033,1.4245669086551758,0.42903435404380275,Iris-setosa
+75,6.709286774271153,3.3667246564041364,5.496932470403439,2.5738674505472323,Iris-virginica
+76,5.6175573065451045,2.7455410304344507,4.318272590088593,1.268070036705624,Iris-versicolor
+77,4.913742420280654,3.3399408783348803,1.4634224143865904,0.02464167719138799,Iris-setosa
+78,5.881331665356919,3.275582912536061,4.88382427187062,1.3788196652311877,Iris-versicolor
+79,4.932069105128612,3.104602603025324,1.3806519022510155,1.5434147896446648,Iris-setosa
+80,6.059389594957139,2.9793952355015625,4.435306300431062,1.800572971339665,Iris-virginica
+81,4.987928581361686,3.6468538530695205,1.4486746114288311,0.25880551025603105,Iris-setosa
+82,6.084101379059004,2.817341002952206,4.255741559741495,1.4489152562127778,Iris-versicolor
+83,6.408386979964223,3.0045605124690464,4.33571780747861,1.6390991648629487,Iris-versicolor
+84,5.108021022346147,3.8920358964973323,1.4877543090053125,0.2580605961363517,Iris-setosa
+85,4.6694939400303666,3.441899709571997,1.5104331722301236,0.1717449669541038,Iris-setosa
+86,6.39451944885692,3.0704283908344805,5.048388183868179,1.7616857278764824,Iris-virginica
+87,6.377003173646883,2.659510540159235,5.38572211418062,1.8696425526259133,Iris-virginica
+88,7.226367833928741,2.7479296741542574,6.14764649258996,1.6707506242001249,Iris-virginica
+89,5.287966173244028,3.966435383239656,1.6928549713367569,0.28141226313583906,Iris-setosa
+90,5.629396891808245,2.529773281139134,4.314548535335768,1.321828015756216,Iris-versicolor
+91,4.603722834132813,2.2079917024958347,3.8944896257630983,1.0355849520957188,Iris-versicolor
+92,6.935783169744677,3.348350065151968,6.188024094355087,2.337203672499018,Iris-virginica
+93,5.2410862043369795,3.764825568588569,1.4843479283427807,0.10822833332731208,Iris-setosa
+94,5.1432611120907366,2.32532875289088,3.29031299340397,1.1875269874011622,Iris-versicolor
+95,6.3751441329872645,3.175351567842986,4.628363577796646,1.6656607877234433,Iris-versicolor
+96,6.136080578747932,2.7086824703322625,5.37225114814683,1.8314983603616593,Iris-virginica
+97,6.164319022778652,2.9422395730411406,4.335397938227587,1.9169832282522223,Iris-virginica
+98,5.134288075890687,3.507558935613176,1.5416228547277095,0.13832392028838172,Iris-setosa
+99,5.1318745783533775,2.7553055107357403,4.203141083502342,0.23141371247270318,Iris-versicolor
+100,6.818555898796569,3.034548274104976,4.871385817134505,1.297674209966698,Iris-versicolor
+101,6.810809979518958,2.4252515796737777,6.076173574849511,1.8621754579863834,Iris-virginica
+102,6.286199357515432,2.624367097909706,4.138490114622515,1.442068555755019,Iris-versicolor
+103,6.166426740674147,3.0329446895746783,4.88643639646893,1.992236515486451,Iris-versicolor
+104,5.6487743859342405,2.8020481926591687,4.1177685724352475,1.579320029374134,Iris-versicolor
+105,6.488690037423798,3.1336811637881823,5.963925067077956,1.9311443905440067,Iris-virginica
+106,6.36146447124651,3.2367963558128343,5.495932186113025,1.9890242788172907,Iris-virginica
+107,5.609470277081091,2.6116580923501194,5.546783864076896,1.9124417977397443,Iris-virginica
+108,6.299822786271741,3.020713317652233,4.314708317967783,1.3285052751659814,Iris-versicolor
+109,5.790550674272962,3.0346387992022335,5.119496672881667,2.183717662446594,Iris-virginica
+110,5.138775050481908,3.4683505600602333,1.4611740658333812,0.4216601988331927,Iris-setosa
+111,7.353514773379512,2.849279020001931,5.886347293923282,1.9378027422177748,Iris-virginica
+112,6.2604535338272695,2.9218603381513812,4.625370735383843,1.37929594511488,Iris-versicolor
+113,6.5928720874757465,3.3566141128737494,5.342344925321692,2.352079543107894,Iris-virginica
+114,5.939802763811104,2.7437770271833744,5.2511222092977,1.7347810197862095,Iris-virginica
+115,6.50974093427687,3.048913233277466,5.04058959827074,1.5161939289425046,Iris-versicolor
+116,5.048659385500802,3.8588039881176632,1.4052753595180558,0.3326864571046924,Iris-setosa
+117,6.639928952801864,3.020394635016315,5.749254539968786,2.047903550193971,Iris-virginica
+118,5.724496576648099,2.975290501523997,4.773188847162738,1.358605880303126,Iris-versicolor
+119,7.304005181547297,3.5196524890967034,5.845932878019869,1.906348794608348,Iris-virginica
diff --git a/iris/tvae/4/22/test.csv b/iris/tvae/4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/22/train.csv b/iris/tvae/4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/22/val.csv b/iris/tvae/4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/23/synth.csv b/iris/tvae/4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbd2f4236271b294d07e6bc57cf4c9b5538752ba
--- /dev/null
+++ b/iris/tvae/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.682045695499487,3.32508797499198,1.2939737734091437,0.18306314306530302,Iris-setosa
+1,5.594874195987351,3.1126502690198308,4.62267134586409,1.1727411342030338,Iris-versicolor
+2,4.966454260390332,3.2367319576268088,1.4620954391286982,1.6383095654997932,Iris-setosa
+3,5.296714129315722,3.9189432106399806,1.3148523203751203,0.3468136782382786,Iris-setosa
+4,6.810935945678105,2.3867388539487497,4.136447979974823,1.3263290371176164,Iris-versicolor
+5,4.935041990060302,3.578709800484105,1.5476135945379579,0.3084381537924721,Iris-setosa
+6,5.515982948688493,3.055723410394363,3.895800386235727,1.2405318163512342,Iris-versicolor
+7,4.994585557999015,3.370887097609625,1.3043400078062242,0.3449295495368169,Iris-setosa
+8,6.264314075733721,3.0303559238395867,4.857478184427316,1.4685877617444265,Iris-versicolor
+9,4.884961253719193,2.8261854613408954,1.5085008059949911,0.15890160363074224,Iris-setosa
+10,6.31174410602237,2.8227275085847086,4.34061937523899,1.2680442453368561,Iris-versicolor
+11,7.339721881369374,2.9468627514815506,5.809254079135891,2.009656586413817,Iris-virginica
+12,5.237335957866352,3.5488673665046773,1.6400495781496072,0.19310949881930506,Iris-setosa
+13,6.174283453186397,2.94343938322833,4.7941286774866345,1.2217654316927637,Iris-versicolor
+14,4.20311979738671,2.197503122239471,0.9465925294237717,0.38439148734042816,Iris-setosa
+15,7.787273791079924,2.9911551592907033,6.669595931230738,2.064414739738027,Iris-virginica
+16,6.9158978952917325,3.028415461516385,5.380670501061367,2.051448320128973,Iris-virginica
+17,5.4528653151928745,2.698185349082529,3.6590393504702545,1.7184391937911163,Iris-versicolor
+18,5.237650559331898,2.4466891593991287,4.315694585467463,1.3347137584488016,Iris-versicolor
+19,5.944382835116816,3.0618606357507323,5.02548896613115,1.2971924499733491,Iris-versicolor
+20,6.934264480074474,2.8707085906790453,5.3823616714115525,2.233427079116571,Iris-virginica
+21,7.513862400043519,3.2679867105650082,6.3176452186371925,1.9150107664624485,Iris-virginica
+22,6.632201429875722,3.120000047552148,4.712086053652367,1.7301409504493213,Iris-versicolor
+23,5.208825433648333,3.213585807474378,1.581665926622314,0.3801841532321295,Iris-setosa
+24,6.176620256176404,2.8340431570628937,5.11411148697432,2.162241317199431,Iris-virginica
+25,6.482491172927846,2.9963455277768705,4.929951944600795,1.305734402292107,Iris-versicolor
+26,6.077973389304342,2.9477156367249338,4.968077002780602,1.5482787616688856,Iris-virginica
+27,6.356887996747641,3.0672265068626245,4.822213957579914,2.114183767006824,Iris-virginica
+28,5.0680616450461775,3.748758310012432,1.5560702793887153,0.35142548321034917,Iris-setosa
+29,4.39925977178692,2.823284184231249,1.6095356317108171,0.24224591883815888,Iris-setosa
+30,6.098736517079772,2.8704509898086834,3.9395142195167185,1.2364458780013654,Iris-versicolor
+31,5.853950904119524,3.179158392649584,4.376975451387899,1.2621132269824498,Iris-versicolor
+32,4.75831675039753,2.8270590931645008,1.3833481394355511,0.19282459816978142,Iris-setosa
+33,6.014668231003488,3.66005870508321,1.4233673861337859,0.3363082284535118,Iris-setosa
+34,6.08463067540495,3.0454486389133066,4.45663216235742,1.222436698080026,Iris-versicolor
+35,6.197830148535889,3.127690930245738,5.513082464798607,2.054372468227183,Iris-virginica
+36,5.623432978550149,3.2319842198418742,4.783774687915706,1.5589299058810937,Iris-versicolor
+37,5.1501940024312285,3.2341847036172635,1.558310876200656,0.44756676706251425,Iris-setosa
+38,4.9548521408069215,3.556773760426251,1.2266093230070791,0.2043791329401817,Iris-setosa
+39,5.816377022573098,3.9592738326829275,1.5225792841602737,0.33238783809496397,Iris-setosa
+40,6.015071999338275,3.0273011525621167,5.056373993821907,1.9903304368291779,Iris-virginica
+41,6.863883294297961,3.004986981075044,4.528414753725155,1.5948708165424421,Iris-versicolor
+42,4.700225794798223,2.9453282207348277,1.2343527401113632,0.08950094472070097,Iris-setosa
+43,5.113944040349055,3.0087979857793905,1.3918293043937922,1.885470316044363,Iris-setosa
+44,5.048594866454279,3.2204146146085972,1.511869160419659,1.821877045460847,Iris-setosa
+45,6.048268410353544,3.22269105185573,5.1694927004873605,1.5756693648220894,Iris-versicolor
+46,6.232487305568954,2.422636606929272,4.144392560173826,1.0697473112348241,Iris-versicolor
+47,4.902110699925898,3.440314613046561,1.3642908114375842,0.1814279076891242,Iris-setosa
+48,5.45062252630648,3.3549788608410576,1.782188292568723,0.2346669076683405,Iris-setosa
+49,6.395629535842593,2.729431123713163,4.457228712636252,1.4512518898875926,Iris-versicolor
+50,6.251753621450398,2.763426805989256,5.114512529875567,1.2749352505042766,Iris-versicolor
+51,6.183419904673248,2.94241683913359,4.6350834607604865,1.2692257101516413,Iris-versicolor
+52,4.9070748833049675,3.093274918543345,1.5370823287043525,0.12636072106920634,Iris-setosa
+53,5.011897215247235,3.2045373759418267,1.281965815985176,0.16257925509208143,Iris-setosa
+54,5.526525684134001,3.4934780021184757,1.5383931909311377,0.41861067978816824,Iris-setosa
+55,6.328533347741009,2.670559980211375,4.477994075192505,1.624024539030591,Iris-versicolor
+56,6.1592530377640005,3.0099213240186673,4.081191560972002,1.2533716770445833,Iris-versicolor
+57,5.941796041892739,3.0770633913607806,4.581366219777196,1.1067980682864365,Iris-versicolor
+58,6.721415694529655,3.056042476019715,4.690318681369063,1.4828238993542722,Iris-versicolor
+59,5.089767188409273,3.1353378173561492,1.4327699470230166,0.18199135815734152,Iris-setosa
+60,5.878628648308415,3.0192133942739017,4.535773307502665,1.2928237967660514,Iris-versicolor
+61,5.781079543921505,2.8999797344405436,4.091450640996026,1.2458956169137558,Iris-versicolor
+62,6.037047041439911,2.2545077498573796,4.018453285018827,1.3325386734505027,Iris-versicolor
+63,5.01288932230675,3.6929854611623805,1.271859297179523,0.2532742611480892,Iris-setosa
+64,7.455815767662241,2.9910696653148556,5.9636621870696676,2.2507320900668564,Iris-virginica
+65,6.789190568583555,2.7160623249630516,4.780400866725467,1.7556840060238554,Iris-virginica
+66,5.3372869417653686,3.3618449479057646,1.3946959266970926,0.16863090258105135,Iris-setosa
+67,5.634029190555179,2.9099576814016754,1.100361533689763,0.2496464073835283,Iris-setosa
+68,4.652435848291141,3.6391865023555505,1.2290063032384277,0.1487145114975913,Iris-setosa
+69,5.237424583000158,2.5418969276065013,5.013353221094245,1.8480660680465468,Iris-virginica
+70,7.443276052432724,2.7714114785131936,6.648320482125047,1.7748388118980294,Iris-virginica
+71,5.155799960370919,3.3588553478633774,1.6149738133588853,0.21114890227562577,Iris-setosa
+72,6.199477109616693,2.654455159067415,4.818953258991205,1.321249686671271,Iris-virginica
+73,4.720551746374261,3.0691231431756836,1.2423384457218583,0.22074605428995944,Iris-setosa
+74,6.113330719515267,3.167403754694348,4.720681351755243,1.6743369845796146,Iris-versicolor
+75,5.587119639107939,2.806547179866271,4.862312438026584,1.6371963016090394,Iris-versicolor
+76,6.163392573194859,3.315713256278168,4.665030362977971,1.1958070144711117,Iris-versicolor
+77,5.3084629375064765,3.8009453276789156,1.6161472177086529,0.514326429531589,Iris-setosa
+78,5.009392522439406,3.270910877467989,1.5215985522733912,0.22772651217354076,Iris-setosa
+79,6.0320181807471664,2.8811050516479217,5.170313468950324,1.9088406802793725,Iris-virginica
+80,5.103613393046468,3.3733394799920813,1.4817528210673216,0.441251905548821,Iris-setosa
+81,5.206391423124131,3.218259697189916,4.704750805123649,1.4547106904879172,Iris-versicolor
+82,5.844897566947156,3.210865384632863,4.5825237532347085,1.229729161766391,Iris-versicolor
+83,5.698994001240635,4.037236148062831,1.5135280591223021,0.3921964807470494,Iris-setosa
+84,6.6530655958192,2.83846132029316,4.4777809537742534,1.307139478165837,Iris-versicolor
+85,5.384611695404683,2.710706625034856,4.180322370335232,1.3781225985947931,Iris-versicolor
+86,6.57594106643229,2.790946186135762,4.342497076182286,1.3588264010489395,Iris-versicolor
+87,6.0530140414419735,3.0587050029100102,4.736030945205226,1.6373346812725884,Iris-versicolor
+88,5.762995294976313,3.0660310639583668,4.53654210787468,1.2489921770099446,Iris-versicolor
+89,5.6894341590637,2.3734369363896803,4.675035981492827,1.4829841258326877,Iris-versicolor
+90,4.835938385207333,3.092503282052393,1.409557018741543,0.23431878144257046,Iris-setosa
+91,5.6783656982557,3.2183180574082195,4.17998439939815,0.9080700385190611,Iris-versicolor
+92,6.545941886517307,3.0049923913443557,5.403111060188937,2.100630541247284,Iris-virginica
+93,5.140560830103825,3.1461910248304426,1.4283411376258202,0.25700085268568423,Iris-setosa
+94,5.480364049499477,3.047988315919567,4.545338617035006,1.4108591896536518,Iris-versicolor
+95,5.121751326101173,3.3889020815116595,1.550698914153102,0.27626219621198395,Iris-setosa
+96,6.4287593376460155,3.1634073624862316,6.042818142758973,2.506099354466854,Iris-virginica
+97,4.738112764572597,2.8931980452994974,1.5417374899386036,0.12203891619859242,Iris-setosa
+98,5.626974820499299,2.465290557231608,4.18950522303486,1.2952342243468982,Iris-versicolor
+99,6.775031355867886,3.0271899831465823,4.934228169736463,1.9615303552426064,Iris-virginica
+100,4.8510836699916435,3.2037014048587427,1.5905718923380021,0.28782131275476375,Iris-setosa
+101,6.914708914228591,2.875407933054385,4.669039235686593,1.1569656566769875,Iris-versicolor
+102,4.715346730994003,3.229547230893149,1.4838453424262599,0.13351327332608215,Iris-setosa
+103,5.857419034219341,3.147355380864328,5.241757289849775,1.7074326407508318,Iris-virginica
+104,5.119358953928036,3.3115622216415677,1.5269797014880286,0.20600247615156742,Iris-setosa
+105,6.391975761358854,3.022183656558271,5.219833912029051,1.5836869517286805,Iris-versicolor
+106,5.415528469074279,3.931967538866004,1.328597576168123,0.30506651820856007,Iris-setosa
+107,4.919588654299926,3.3479696187771997,4.916717225181957,2.003366257684844,Iris-virginica
+108,5.09894418499764,3.3064919850082797,1.4699194068192687,0.26440710471609563,Iris-setosa
+109,5.605225041032707,2.971505663748031,4.64590471344754,1.3157925065958878,Iris-versicolor
+110,6.128537823469223,3.1432546375303465,4.528394728616922,2.08480317950621,Iris-virginica
+111,5.3378916656444355,2.952562986983341,4.722658609520964,1.6929515622241675,Iris-virginica
+112,5.843986786745167,3.101746064368915,4.041778091425398,1.0634500828586366,Iris-versicolor
+113,6.521502984795838,2.5887003818441263,4.203453504380468,1.3647530035371338,Iris-versicolor
+114,4.740877537490025,3.3188968358798068,1.284082550623875,0.17830925852448226,Iris-setosa
+115,6.409252639376844,2.833744765282008,4.793590049301864,1.7633048644946576,Iris-virginica
+116,6.254477919643485,2.552569604085902,4.3597083330449244,1.0229057429234092,Iris-versicolor
+117,5.682181841392638,2.86067278043201,4.493939732621395,1.589535505260689,Iris-versicolor
+118,5.7380898926801756,2.8309972171934112,5.133784361326892,2.1847727371265213,Iris-virginica
+119,6.353436699633655,2.9608214622742772,4.3479606367823935,1.7045767328654828,Iris-versicolor
diff --git a/iris/tvae/4/23/test.csv b/iris/tvae/4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/23/train.csv b/iris/tvae/4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/23/val.csv b/iris/tvae/4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/24/synth.csv b/iris/tvae/4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34a74088c5c48884e54886d9c67330e0d7a4cba2
--- /dev/null
+++ b/iris/tvae/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.707287449353535,2.4813141804086625,5.3505612847298005,1.5391375427636698,Iris-virginica
+1,5.0317771996593885,3.415338298006355,1.3923319419261178,0.2275543752647737,Iris-setosa
+2,5.076181818238099,3.2788413126231744,1.5292730917438002,0.500747459674225,Iris-setosa
+3,4.933817679855788,3.22731174829785,1.4217569316432264,0.18311042693813706,Iris-setosa
+4,6.558294619810185,2.7402134049006497,4.472492154747911,1.652586949142366,Iris-versicolor
+5,4.857304888457346,3.4509285446585904,1.3760715847603215,0.14061812782376842,Iris-setosa
+6,7.401718774351037,3.0568363054259735,6.17800432984898,2.195856373958245,Iris-virginica
+7,6.126476162646883,2.9948430759862825,4.696724068478773,1.392369536500793,Iris-versicolor
+8,6.016169737649057,2.7804562431049145,4.779293856965259,1.8448704247553582,Iris-versicolor
+9,5.255139272507186,3.3196480925254512,1.4965979291518328,0.2888068670805412,Iris-setosa
+10,5.891706978380588,3.02738226348613,4.692261722091378,1.1656270820094914,Iris-versicolor
+11,5.346622533892979,3.48158538762113,1.613826728741141,0.28234007550962303,Iris-setosa
+12,4.408881475926593,3.3412278055718723,1.1435201680512201,0.26245097953586727,Iris-setosa
+13,6.050469624315152,3.1922956391745037,5.365440279022195,2.128939454388588,Iris-virginica
+14,5.935295226753868,3.1029640651459736,5.270490089166447,1.9265761465676496,Iris-virginica
+15,6.827253641374384,2.978545775264457,4.301033163881372,1.3430525596818481,Iris-versicolor
+16,7.115395404817898,3.120860222230397,5.663756028751726,1.9490862211715827,Iris-virginica
+17,6.338506579200109,3.1224720682217435,4.620796694793883,1.3616825370269705,Iris-versicolor
+18,5.4069051089112925,2.4386879972445703,5.244543861166333,2.2314878121431287,Iris-virginica
+19,5.960076321588262,2.768877100149186,4.61335775742636,1.2281972244411676,Iris-versicolor
+20,5.802269232458306,2.605583395945137,4.38121796921274,1.3272383464587247,Iris-versicolor
+21,5.558833155620339,2.711483460086086,4.31158783040841,1.5000299305868576,Iris-versicolor
+22,6.908511854822044,2.5652448762874505,5.613881138299278,2.1130578209512514,Iris-virginica
+23,5.4693327454204725,4.090219068523456,1.3982024178918324,0.2066271219586031,Iris-setosa
+24,4.945837321015592,3.284472499718003,1.6557072145645,0.17584938930635952,Iris-setosa
+25,7.086352913990108,3.0202445812872996,4.666193747650749,1.275161371775047,Iris-versicolor
+26,5.16776407503487,3.2807837502648955,1.533942593362633,0.5476282892171915,Iris-setosa
+27,4.945023830297835,3.03693914871036,1.4419185011750784,0.18805727315428417,Iris-setosa
+28,6.649082508573888,2.847475853068031,4.4542620259579,1.2646277093510465,Iris-versicolor
+29,6.454839447199275,3.0414968045792565,4.9938226513264485,2.211222431260031,Iris-virginica
+30,5.05621863906598,3.6523383846775004,1.4587841660582572,0.2267455708789218,Iris-setosa
+31,6.284207811610756,2.956506854431422,4.642044707318284,1.7549383430619367,Iris-virginica
+32,6.993662767062707,3.1652063529927523,5.219615834080482,2.497242815637337,Iris-virginica
+33,5.416322695198474,4.192705298265366,1.3868345361386685,0.4770132124472658,Iris-setosa
+34,6.889204775382135,2.996286761724576,4.67610042025189,1.7422622839545463,Iris-versicolor
+35,5.883311563436686,2.7919659123318614,4.493802729479347,1.2883151961197108,Iris-versicolor
+36,4.9608278819463845,3.098069609509009,5.065023622734729,1.2587943265688941,Iris-versicolor
+37,6.241980048893407,2.9833478698086715,4.443893958149306,1.4190332455432215,Iris-versicolor
+38,4.878280345768976,2.835410089275919,1.3625133080491534,0.26929762255244544,Iris-setosa
+39,6.499613171925202,2.7384260894190913,5.090734835576021,1.5535598721926749,Iris-virginica
+40,5.259642451861295,3.2572380804750214,1.7572631206728668,0.20050165538305087,Iris-setosa
+41,4.805590992020969,3.0618253973325054,1.2816430222198685,1.683100149526094,Iris-setosa
+42,5.911273097523519,2.357013184979214,4.452644219144186,1.276165882955559,Iris-versicolor
+43,5.0310414295322365,3.216958781335125,1.0519224388773594,0.07280169159069569,Iris-setosa
+44,6.534389786970156,2.527822745620642,4.073907177746256,1.280576732529271,Iris-versicolor
+45,5.229058650566315,3.4197412576145783,1.9076761626718943,0.3916806165496793,Iris-setosa
+46,6.650458784687436,3.02576157427779,5.43705924213891,2.315035457117197,Iris-virginica
+47,5.110696973265663,2.5136711951444326,3.5294885395661844,1.2447501340374605,Iris-versicolor
+48,5.19469026982371,2.7501758676730574,3.9711463072164017,0.9538449649966888,Iris-versicolor
+49,4.998271075752094,3.1392242931958183,1.3869968270543387,2.107370146614866,Iris-setosa
+50,5.889272807671976,3.7641470306780134,1.936742564729104,0.5981370091184932,Iris-setosa
+51,6.559800575821015,3.412234166391327,4.746802335481445,1.7444708320310764,Iris-versicolor
+52,7.381658555853383,2.614784127277274,6.097565770985209,1.7025241854651825,Iris-virginica
+53,6.109041224875288,3.2310373010501263,5.389076957189161,2.158597400825392,Iris-virginica
+54,6.370989640607239,3.406099513502587,5.238936621457016,2.4689353866885,Iris-virginica
+55,4.802527105095458,3.004548284912115,1.4254807365264284,0.20327323186663815,Iris-setosa
+56,5.772360525612551,3.1423463795464657,4.777531363114322,1.3020304284362747,Iris-versicolor
+57,6.71703068116112,2.9109714638786937,5.106776823193084,1.3368502351938172,Iris-versicolor
+58,4.914283584328686,3.254273525541825,1.4329516029599163,-0.012726427613912572,Iris-setosa
+59,6.219261865743761,2.6040134284583143,4.380672332116594,1.44556560346552,Iris-versicolor
+60,5.9628838622260085,2.751088951095099,4.345316056489989,0.8033654544534059,Iris-versicolor
+61,6.022224298883458,3.0480281857347302,4.669142503091567,1.9051067019666605,Iris-virginica
+62,5.199066822267525,3.5280470256257312,1.678569407151737,0.4380992231343329,Iris-setosa
+63,6.003845151871516,2.9043791876672636,4.743726593730225,1.6601171765180334,Iris-virginica
+64,5.166968656808053,3.4868193503327887,1.5173730738188815,0.29412457160051153,Iris-setosa
+65,4.944591524651249,3.3933216473859455,1.4757129261617674,1.5790128824409058,Iris-setosa
+66,5.198977815880009,2.171875925858426,4.160531532711304,1.1289852334512451,Iris-versicolor
+67,4.614138253145052,3.7767316333022523,1.1390253587059118,0.1744388755243948,Iris-setosa
+68,5.007434064498842,3.468509125280585,1.5213824569826888,0.12242164582332343,Iris-setosa
+69,4.974441505692032,3.4368060599342805,1.2682495762450858,0.17721014260327606,Iris-setosa
+70,4.69928707176544,2.8291386851232163,1.214431972697849,0.12552166982643495,Iris-setosa
+71,6.289237337822289,2.355222916532119,3.8887172968285935,1.3988770161358683,Iris-versicolor
+72,6.174842440435065,3.30338803946732,5.279311741516531,2.056739346714126,Iris-virginica
+73,5.321300873472991,2.630822750860305,3.8890507465943176,1.1681177826900873,Iris-versicolor
+74,6.698162526674231,3.1810604396055027,5.3456104249188705,2.2186920015079163,Iris-virginica
+75,6.565156557966151,3.2610231986429143,4.8391306450179545,1.5856238692708677,Iris-versicolor
+76,6.346428059049352,2.8090221092847774,5.018595480241448,1.9668554807502665,Iris-virginica
+77,5.824359677205864,3.736954578022892,1.4233666253093349,0.20362098006301094,Iris-setosa
+78,6.1041561682740895,3.0643901739383073,4.7656324305076785,1.3545543528728952,Iris-versicolor
+79,5.345484749894871,3.394627422308091,1.3845507948542675,0.13021577711913296,Iris-setosa
+80,6.1153762254921356,2.6904057084123587,4.619030870510293,1.8552840806805007,Iris-virginica
+81,6.434152832841387,2.990983653929112,5.894783441341735,2.4189281615192866,Iris-virginica
+82,5.221294337967776,3.369426341692792,1.8805827481339985,0.47344950670487873,Iris-setosa
+83,6.942468691732048,2.8394078027503413,4.113903363337259,1.6159214295812268,Iris-versicolor
+84,6.2506941798721405,2.5677280900372375,4.2680621032959785,1.3518930642888862,Iris-versicolor
+85,6.070537497291817,3.0132430717629957,4.201602926208981,1.055765880012581,Iris-versicolor
+86,5.742791107792459,2.665106619258546,3.947693786000661,1.3326063341326715,Iris-versicolor
+87,5.904879856291887,2.790087781384393,5.170727207809498,1.888042193581338,Iris-virginica
+88,5.027280787363611,3.281830898345415,1.515727172949572,0.41969454168105236,Iris-setosa
+89,4.764738271450101,2.831251008822669,1.438126337029128,0.21809276305286554,Iris-setosa
+90,5.202873047034003,2.593061812711863,4.4588137780705726,1.4846748763654591,Iris-versicolor
+91,6.627386754723593,2.667975744317924,4.198071966794635,1.4205312401302483,Iris-versicolor
+92,4.45803964995711,2.621019080195259,1.1531332766001439,0.13690323002685495,Iris-setosa
+93,6.182989446796535,2.743497688711962,4.843734703157324,1.5741300348189593,Iris-virginica
+94,5.637978182024165,3.9617792228622726,1.7460586011201902,0.258001985185908,Iris-setosa
+95,6.396945347899904,2.9468886645628354,4.860602722741043,1.9302850886388714,Iris-virginica
+96,6.421447610455868,2.94129953955795,4.761553489228973,1.4666123836145788,Iris-versicolor
+97,6.527568713943647,3.0944141197704873,4.626117098784555,1.464174251437416,Iris-versicolor
+98,6.171858500917398,3.0184539663938614,5.077038906602066,1.5855298738106967,Iris-virginica
+99,5.219502056883583,3.1094210464095977,1.371237839558898,0.3081009429076562,Iris-setosa
+100,6.403878519000912,2.9966294853075497,5.540095464400435,1.9695412575886064,Iris-virginica
+101,6.339735886713273,3.1339718537371324,4.951533835798436,1.4181107152195873,Iris-versicolor
+102,6.673269517783611,2.8107268337218705,4.944257820916827,1.2048659594945565,Iris-versicolor
+103,5.336807409430659,3.7676579129163033,1.5729638259161671,0.4707848039475009,Iris-setosa
+104,5.7482975910995835,3.0855010996448162,4.537076316633592,1.3358668385216177,Iris-versicolor
+105,4.716267966290796,3.0321756344929716,1.5539598968852257,1.1211092049752363,Iris-setosa
+106,5.2509174792194,3.0118901239937763,1.1831833668605913,0.1846451542321101,Iris-setosa
+107,5.5681326704243235,2.720184105755745,3.8947805349233513,1.184346591558373,Iris-versicolor
+108,4.5175598252232145,2.7638471955876027,1.3539598979751397,0.19263508116987796,Iris-setosa
+109,6.32308394169068,2.598985512085955,3.63753204979228,1.3373417264789256,Iris-versicolor
+110,5.99556541229827,2.7603795147763304,4.992153777377493,1.985590983990182,Iris-virginica
+111,5.386563324678827,3.6135734370331356,1.308479846255223,0.3441549963951563,Iris-setosa
+112,6.803088379320906,2.95887764468809,4.752854114635183,1.2061045157430104,Iris-versicolor
+113,4.89137463364213,3.3945237619347632,1.4174157714918554,0.09531445773811145,Iris-setosa
+114,4.996623031196522,3.518773274515863,1.3675691824422995,0.1922617539629524,Iris-setosa
+115,6.352544693913237,2.8863535499318873,4.188332549223706,1.4175184824279188,Iris-versicolor
+116,6.027718120730232,2.8042620812256716,4.473414453185659,1.5322308099306197,Iris-versicolor
+117,6.613166107024823,2.637523688563545,4.996301541012874,1.827073638921136,Iris-virginica
+118,4.9085045442748,3.2514082775560693,1.703087234523099,0.1692991430328306,Iris-setosa
+119,5.152677786619071,2.7282396885187725,4.027250779852859,1.4462112915895908,Iris-versicolor
diff --git a/iris/tvae/4/24/test.csv b/iris/tvae/4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/24/train.csv b/iris/tvae/4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/24/val.csv b/iris/tvae/4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/25/synth.csv b/iris/tvae/4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..275f7911907183b28a6670091060d2580f9c7fde
--- /dev/null
+++ b/iris/tvae/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.317236068581926,3.5911622575474316,1.344759385587596,0.3379640589681506,Iris-setosa
+1,7.456470502318572,2.6883662348798434,5.71650653029258,1.8055377816468414,Iris-virginica
+2,5.277375296050635,2.732929914588909,4.811739700408842,2.627573217714591,Iris-virginica
+3,4.691505765037574,3.349724234211702,1.5617329199385113,0.23795131413922466,Iris-setosa
+4,6.158402962730658,2.8375295701206293,4.3478094671810865,1.4826698952930724,Iris-versicolor
+5,4.709916742140311,3.153200564389038,1.5346413345428973,0.24350265907330376,Iris-setosa
+6,4.648866106326405,3.241282567377246,1.3629092639395008,0.2602964932941046,Iris-setosa
+7,5.059108108055588,3.0709549934497233,1.2078798480742885,1.236292274847899,Iris-setosa
+8,5.860788351583982,2.9262080621264044,4.955383326223579,1.20224190263662,Iris-virginica
+9,5.200537355492893,3.549845420165319,1.515919393950948,0.30157274131096223,Iris-setosa
+10,4.621850837987947,3.1498885912375236,1.7236530519433766,0.12718819353736316,Iris-setosa
+11,5.2913121421279845,2.5678000217543957,4.376197961278515,1.1764704429804722,Iris-versicolor
+12,5.27452065864941,3.193737563673589,1.6006357284745691,0.22714789960855788,Iris-setosa
+13,5.016017861388489,3.358673912225545,1.5335793399254447,0.43766426772040173,Iris-setosa
+14,5.452208996465162,1.9953924251744224,3.890064504091648,1.2591706148749466,Iris-versicolor
+15,6.989008408713971,2.7510182688624867,6.256921734627676,2.418929833741827,Iris-virginica
+16,5.255473826169712,3.5007543713693186,1.467907042068832,0.30662194304123364,Iris-setosa
+17,6.461750196540637,3.0681346779093177,5.614942471429149,2.2195793207535637,Iris-virginica
+18,6.734422463014697,3.1941394581094453,4.664791036632686,1.4059359483346907,Iris-versicolor
+19,5.115440951420323,3.447340125204151,1.4909992015935878,0.25481038473710294,Iris-setosa
+20,5.710192401717866,4.400121074904538,1.3683806740676812,0.3048277218459505,Iris-setosa
+21,4.799342484441558,3.3055261871501616,1.7346740595719723,0.35749298086938003,Iris-setosa
+22,5.233998424223012,3.1934891964654457,1.575575542969519,0.16621401406969516,Iris-setosa
+23,6.1740578731540845,2.2840849214890806,4.384068155246658,1.2206177845016581,Iris-versicolor
+24,5.401912683627582,2.7656131536022674,5.079509740714941,1.9568892726639464,Iris-virginica
+25,5.935068062303518,2.757249350046788,4.283611321225504,1.3608009313212914,Iris-versicolor
+26,5.146823078948917,3.351854719411543,1.6069373680104169,0.25367353912769974,Iris-setosa
+27,6.497539583671386,2.586293406335745,5.244286284322055,2.0352817319550303,Iris-virginica
+28,5.774971804211172,2.6968781413025305,4.026712969120901,1.4407060731823227,Iris-versicolor
+29,5.418497961375198,3.576117292379127,1.5837593594933306,0.4478154996574457,Iris-setosa
+30,5.462649680123314,2.7755980822698185,4.3490352344907475,1.6825696470718075,Iris-virginica
+31,5.803891670107629,3.131059225893858,4.601160805999166,1.8907197673412925,Iris-virginica
+32,6.6265874868645165,2.9960576531214076,4.371027828473916,1.4725054315502992,Iris-versicolor
+33,5.64100435630858,2.674993239818855,6.222642085706625,1.9926255572366318,Iris-virginica
+34,6.545592985032642,2.8021273452009448,5.456115012804552,2.067514758067043,Iris-virginica
+35,6.33547735818713,2.9047775037590458,5.069279335676972,2.10673480546085,Iris-virginica
+36,4.8241690236351555,3.2352856903716107,1.3251227570285904,0.005977192783346796,Iris-setosa
+37,5.200370315870402,3.5519279016414016,1.7390653830638525,0.4307323512680059,Iris-setosa
+38,6.183184513357505,2.973270472502998,4.791147389847213,1.8388527773083172,Iris-versicolor
+39,5.3739948286648955,3.650491468262372,1.3027432456848551,0.17823739305580683,Iris-setosa
+40,6.563483623694921,2.8566586873903224,5.0775138863749785,1.1215598872271075,Iris-versicolor
+41,5.69893379878584,3.266941856318442,4.940936686916858,1.4763007003532818,Iris-versicolor
+42,5.217141297515322,3.329912392323408,1.6159466048417588,0.6338661559867786,Iris-setosa
+43,5.4972255200865,2.817006237736249,4.52338483479989,1.0632477099978481,Iris-versicolor
+44,5.859847683013074,2.970124254306228,4.489946073157367,1.3696205892958857,Iris-versicolor
+45,6.003062852651488,2.8836044979034794,4.70406901377457,1.552553140813433,Iris-versicolor
+46,5.8339607076530955,2.8440918043121735,4.620440494331593,1.6515975723912817,Iris-versicolor
+47,6.215737386166079,2.5182854680277993,5.329258742142367,1.7249205069434772,Iris-virginica
+48,4.858469498131277,2.980128443740457,1.6690414786727106,0.012474907244540617,Iris-setosa
+49,6.172833314662472,2.6178062775956903,4.57241941976983,1.7354380952699366,Iris-versicolor
+50,5.350116925393545,3.412345906989288,1.4532969637364004,0.6237968470095556,Iris-setosa
+51,5.692361683546863,2.233485594554112,5.449663641006739,1.7111979658685539,Iris-virginica
+52,5.2412630806154255,3.5291835442536748,1.7636259154494756,0.36365934854659215,Iris-setosa
+53,6.708908707864853,3.132613815084896,4.40091992034069,1.7807290019620752,Iris-versicolor
+54,7.57837157397216,4.125178428004455,5.860064945403991,0.4838416838526435,Iris-virginica
+55,5.6265950011046595,2.9494570350854072,4.649930816691721,1.7685591784348191,Iris-versicolor
+56,4.9990878791510305,3.137957907291295,1.5032602526797727,1.856960534737714,Iris-setosa
+57,5.9257199471366535,2.801429929177996,4.950318649975401,2.363150620911622,Iris-virginica
+58,7.566079797530097,3.616489331070491,6.532199699893976,2.365763108434428,Iris-virginica
+59,5.474006218210219,2.7533015827445775,4.083064741909795,1.2790079331031134,Iris-versicolor
+60,5.187406826308222,3.180695065176664,1.7179352926440472,0.35327138898881294,Iris-setosa
+61,6.508736705839455,3.320401060768079,5.411754046587653,1.7845870676539546,Iris-virginica
+62,4.491649582138452,2.9987150538008,1.2752109412223398,0.21077425040983727,Iris-setosa
+63,5.576765686277266,2.558093280428208,3.759011632253721,1.1423467297822794,Iris-versicolor
+64,5.921217093657297,2.2776570953073025,4.260569808912935,1.1097296085963322,Iris-versicolor
+65,5.06606688799836,3.0662188109660966,1.2355566504872557,0.30670421769065304,Iris-setosa
+66,6.358979198412513,2.918555561196909,4.915929922970746,1.7558623011745427,Iris-virginica
+67,6.512504394671354,3.5530904574324755,5.559393455182173,1.9563936444091483,Iris-virginica
+68,5.179423529588617,3.33438287599609,1.2734082954352415,0.19349987429845372,Iris-setosa
+69,6.193306051569146,2.8624958383820207,5.365556241216564,2.1452237292693646,Iris-virginica
+70,6.029428306057346,3.308317271995271,5.209256210391642,1.7199918024495215,Iris-versicolor
+71,5.340913199172031,2.6212884538303176,4.976156154317524,1.5331271781672282,Iris-versicolor
+72,5.237884707288383,3.0760602645377824,4.989541704578341,2.348435876371836,Iris-virginica
+73,7.174692386808309,2.9349149220836894,4.417799808703716,1.443902047693846,Iris-versicolor
+74,5.385248180869096,4.105864503153655,1.5466283702258878,0.45147345004978157,Iris-setosa
+75,4.934223891622742,3.198335428711038,1.5201523550007623,0.17180124931774118,Iris-setosa
+76,5.1301569805737,3.50746353800337,1.459765418186161,0.2609786714664006,Iris-setosa
+77,5.02829105804054,3.4469077825011136,1.6102340819628982,0.23815560186505702,Iris-setosa
+78,5.489906010558852,4.027921120099776,1.6477497998869703,0.38772686111305527,Iris-setosa
+79,7.48723710597361,3.2827284527426097,5.86290592026776,2.3400801213056894,Iris-virginica
+80,6.616566506214894,3.202951651604571,5.712176668259672,2.4801355529540787,Iris-virginica
+81,4.767754843932935,3.2795199000896944,1.3453936269497329,0.20614366259759168,Iris-setosa
+82,4.6207618930404495,2.36437730808707,1.3749996195428358,0.22991506190972555,Iris-setosa
+83,4.782085119440401,3.0745131001189474,1.6632140895969167,0.09837752557348622,Iris-setosa
+84,4.606545151291831,3.3431034189820057,1.3928724883069294,0.10669288391767476,Iris-setosa
+85,5.539583718164171,2.729826650186941,4.206108682638414,1.6116309663969044,Iris-versicolor
+86,5.382094214343215,3.6342874192973733,1.528598719322302,0.4903767884942763,Iris-setosa
+87,4.970486944504374,3.2909681261226313,1.3795127246614565,1.779566384589474,Iris-setosa
+88,6.890933112367405,3.1171271835017245,4.722043889842209,1.677838906316773,Iris-versicolor
+89,4.526437039256354,2.924845089067319,1.4947045310035818,0.23102920730346568,Iris-setosa
+90,5.9412592881796655,2.466269235311413,4.074595332929033,1.2860189595480889,Iris-versicolor
+91,7.20814530754617,3.3395354417033425,5.544402943518667,2.5455592885566625,Iris-virginica
+92,5.772044407728158,2.6756008216898506,5.2671457071767955,1.9827729976990565,Iris-virginica
+93,6.262641008606448,3.2167179734015194,4.831475644645232,1.3759379968587786,Iris-versicolor
+94,4.946148061712777,3.268051048623967,1.4258732152801736,1.834335848652945,Iris-setosa
+95,4.913110998828902,3.2069883106609467,1.3364770420254872,0.06888964652125601,Iris-setosa
+96,7.331501831695485,3.640291937109887,6.2453003802232665,2.014093219140345,Iris-virginica
+97,6.13490004400104,3.164808628803892,5.200208746466231,1.968385425138911,Iris-versicolor
+98,6.229181626107994,2.9418886408444527,4.467150891245711,1.6558896858812115,Iris-versicolor
+99,6.561126110503932,3.1586151488384875,5.557967001907647,1.7104223689493538,Iris-virginica
+100,4.92325620960475,3.3402719793051725,1.6092679079950822,0.27272411792923573,Iris-setosa
+101,5.442394837425698,4.2176572697688375,1.456236477721743,0.31606445379612474,Iris-setosa
+102,6.351242273546204,2.674889198793023,4.738855936480972,2.1816172727342975,Iris-virginica
+103,4.757320019091259,3.138914055567651,1.8331827993112002,1.2966857130748168,Iris-setosa
+104,5.146576562476863,3.103768628855403,1.6771755170386276,0.2645064135403157,Iris-setosa
+105,6.179297306865952,2.908133589481782,4.494888829054505,1.3751434606794968,Iris-versicolor
+106,7.131048667663443,2.8349583879806417,6.161900409502854,2.063163394362826,Iris-virginica
+107,6.3828746407113774,2.6646494175326336,5.355062276853955,1.9783731969697151,Iris-virginica
+108,6.436969430061746,2.6891596222066614,4.971482529836444,2.0230294679003786,Iris-virginica
+109,6.208248188788149,3.07184556283948,5.469530846353836,1.8814691447644711,Iris-virginica
+110,5.310045888409975,2.9208905589650156,5.099648519354281,1.7240447620882309,Iris-versicolor
+111,7.594173429343566,3.453018392977449,6.392904482655584,2.5295399268334515,Iris-virginica
+112,5.930207351055611,2.771723598150574,4.471964497090285,1.4138970351634108,Iris-versicolor
+113,5.969760727142915,3.322177763847046,4.848082965670358,1.5517061267590355,Iris-versicolor
+114,6.1192698122250455,2.838925333951211,4.189518435603671,1.2334406669064473,Iris-versicolor
+115,5.9074715004058564,3.1536611663049343,4.499261228451109,1.0235617589817716,Iris-versicolor
+116,6.298228950444865,3.026515601181276,5.6492978874291335,2.268247667251346,Iris-virginica
+117,5.145898299852141,3.3429340092188937,1.2056276388009852,0.19482278693376837,Iris-setosa
+118,5.349698649307916,3.728674924529624,1.385309008273864,0.332884897907036,Iris-setosa
+119,5.373529134188985,2.44021018644118,3.964963361845825,1.1317661936482328,Iris-versicolor
diff --git a/iris/tvae/4/25/test.csv b/iris/tvae/4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/25/train.csv b/iris/tvae/4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/25/val.csv b/iris/tvae/4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/26/synth.csv b/iris/tvae/4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e24d63b09f9dbd1a7f08cfcd690ba47e17c509b
--- /dev/null
+++ b/iris/tvae/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.275321277187319,2.4705329207284152,6.0687268152029725,2.037446522202704,Iris-virginica
+1,6.549942534837257,2.7999749876041533,5.926730528072957,1.482213742652517,Iris-virginica
+2,6.692653479844823,2.632841803374221,4.6053864606986945,1.5724613864613384,Iris-virginica
+3,5.0371067176199755,3.6035880096999398,1.5192320302135986,0.17281536793139785,Iris-setosa
+4,6.1093321426896114,3.2401257971570097,4.957658147932273,1.667628167538685,Iris-versicolor
+5,5.299344890410547,2.5980020475970362,5.478639227440144,2.10943596056727,Iris-virginica
+6,6.062077198267167,2.646385481754267,5.033671940728844,1.9096923111814792,Iris-virginica
+7,6.024261842630349,2.7887214730469134,4.870425021088597,1.4718201610580146,Iris-versicolor
+8,5.974205945945112,3.084692404660543,4.842113334319579,1.6122445549065707,Iris-versicolor
+9,5.770494868664789,2.8001185581838826,4.413218969805442,1.4128046900273035,Iris-versicolor
+10,5.659778044193303,2.6648442778072643,3.915953226766412,1.2977477548963081,Iris-versicolor
+11,4.857251252776784,3.232916760368038,1.5008444211322232,0.21287732434232748,Iris-setosa
+12,5.863491240032928,3.0311257190758285,5.128145012859483,1.4113949121116518,Iris-versicolor
+13,6.280119383284807,2.677376474995506,5.175008595721469,2.0215238182514055,Iris-virginica
+14,6.3376760482721455,2.8545109328693794,4.7108462946585075,1.7013396146715714,Iris-versicolor
+15,6.324318193542657,3.0346210203128265,5.958681239958566,2.0681244456234857,Iris-virginica
+16,4.866509205010279,3.412065832665584,1.5160169674265707,0.23640826380868374,Iris-setosa
+17,6.260620869539206,3.5163977723593547,1.590961142641376,0.1630142900036276,Iris-setosa
+18,5.038567082022319,3.153280737816581,5.06458489858335,1.3861516858746907,Iris-versicolor
+19,6.076863148487795,2.5096672302683842,4.124924734246095,1.149519959122767,Iris-versicolor
+20,5.992138926163486,3.100255334766279,5.3631187183684945,1.757894233297495,Iris-virginica
+21,7.112307907820781,2.959366294592008,5.883552838538371,1.8544774299236753,Iris-virginica
+22,4.943998707829115,3.298590413317746,4.966029113134714,1.7024836842602367,Iris-versicolor
+23,6.863539663322834,3.33887044806681,5.4836236802581615,2.1734868374519056,Iris-virginica
+24,7.214753399786207,3.3347317736020834,5.293822618043124,2.2946074148471816,Iris-virginica
+25,5.855084959922673,2.7826165089417167,4.67581111998173,1.6572565911735597,Iris-versicolor
+26,6.316644435890201,3.336913025511251,4.459806639243728,1.3260829826020721,Iris-versicolor
+27,6.355578071511093,2.617513248419234,4.384984261248519,1.5000314339350629,Iris-versicolor
+28,7.129234197438008,2.886720204317337,5.783873664324093,2.254939763117902,Iris-virginica
+29,7.154508232011945,3.167167997051012,5.736396021140026,1.943627077300766,Iris-virginica
+30,5.78325828380773,2.985710764401185,4.051275116431774,1.2510391429096768,Iris-versicolor
+31,4.5155747469216205,3.3465887714024367,1.3904130975504945,0.11997743710804337,Iris-setosa
+32,6.0647355025721845,3.195711528397759,4.5057659531278995,1.4306266197065438,Iris-versicolor
+33,6.3658985457746375,2.7430767459228105,4.411404564172599,1.254939534359271,Iris-versicolor
+34,6.139154445513679,2.794229763003716,4.7869505972213675,1.7856949916162168,Iris-virginica
+35,5.18093975980098,2.2682696470836756,3.4276532075362773,0.9110345226185994,Iris-versicolor
+36,5.383868497648478,2.7211221695693637,1.2617722935940174,0.38984078674872186,Iris-setosa
+37,6.296815910900571,3.1058785766122776,5.261535583570668,2.102311200626859,Iris-virginica
+38,5.259839155282793,3.8192358767116965,1.4632657275403194,0.4497204733801763,Iris-setosa
+39,4.6975248969652235,3.121024442365309,1.5408631045673833,-0.017119092864675778,Iris-setosa
+40,6.405911662142321,2.992558596267554,4.972118862309739,1.6074282900993484,Iris-versicolor
+41,5.077051304068039,3.4560194382437643,1.532088522057819,0.10033649422044683,Iris-setosa
+42,4.853644412507469,3.010472233190715,1.6041033065220163,1.3565234947346898,Iris-setosa
+43,4.905210973647222,3.335875685610716,1.2297142378054522,0.23529346493765382,Iris-setosa
+44,5.721020677741453,2.8276443903307023,4.92526004522965,1.657322154175271,Iris-virginica
+45,5.642526848980783,2.4141394757974504,3.0867819105617027,0.7226702138953819,Iris-versicolor
+46,5.09949757231327,3.5409737525116665,1.2900911706208635,0.221965206318623,Iris-setosa
+47,5.764788548808777,2.590874554488978,4.766922384978988,1.3271027865205893,Iris-versicolor
+48,6.733031269547584,2.8035856943460757,4.584220088307448,1.414442678086744,Iris-versicolor
+49,6.444284010247393,2.9803935488980775,4.907921848294475,1.3331791047242707,Iris-versicolor
+50,5.320190718053473,3.3435739544329,1.2636422400821359,0.1198281314613645,Iris-setosa
+51,6.8356314795955955,2.7549756045524094,4.73673081353815,1.8128339418818002,Iris-virginica
+52,4.9073189923096034,3.3442345574146044,1.6302104336626386,0.2454046591938123,Iris-setosa
+53,5.961840716322855,2.759246204194761,4.296637096579608,1.4369094227558663,Iris-versicolor
+54,5.642074641784197,2.895451746544531,4.099688632633061,1.5437219553599804,Iris-versicolor
+55,6.319862532544172,2.8055434981314074,5.411730845500121,1.674159243582943,Iris-virginica
+56,6.231948146375059,3.02426020007578,4.656161467732197,1.7505623635718512,Iris-versicolor
+57,4.8111545785537695,3.436997683944929,1.430187121309456,0.31930217804037186,Iris-setosa
+58,6.877502770683728,3.018479139679824,4.769874908131885,1.5299987726382376,Iris-versicolor
+59,6.001203580569902,3.1052708038072065,4.785640678168927,1.7729294127795523,Iris-virginica
+60,4.655469077910669,3.090589364881575,1.6468473611223167,0.19406220673481708,Iris-setosa
+61,4.599615462178106,3.234529376749456,1.4323455549997606,0.3442678021443245,Iris-setosa
+62,5.542689068975054,2.785714131911956,4.251907107777359,1.4513274760788732,Iris-versicolor
+63,6.908936691597799,2.7291576267685875,5.623621304711766,2.166239293296632,Iris-virginica
+64,5.301608269788574,4.082588520977132,1.7229975024920612,0.4387651317061928,Iris-setosa
+65,5.895562379140473,3.1470029235672174,4.781308772227926,1.6470100360059423,Iris-virginica
+66,5.975557747591381,3.1249819135409678,4.8548182028272775,1.6101648652604283,Iris-versicolor
+67,5.1044111543636355,3.2088649529848383,1.3925958338266966,0.2530300537933089,Iris-setosa
+68,5.489121563694355,2.8158651554553824,4.557642347930813,1.4130998356197435,Iris-versicolor
+69,5.981577512494853,2.8475625080024445,3.988816533274351,1.2630309321694644,Iris-versicolor
+70,6.589693143881782,3.4385554882835287,5.527144734711444,0.5163866494696765,Iris-virginica
+71,4.874666876218274,2.4503702600473094,3.255421149773807,1.0683059555450691,Iris-versicolor
+72,5.020087070154824,3.383183052094121,1.3700618958109902,0.18843587925386046,Iris-setosa
+73,6.143028962429312,2.9682697889187235,5.116230326929034,1.643189093606537,Iris-virginica
+74,6.5138441053709935,3.1988800408201152,4.6620089652306875,1.404772900182096,Iris-versicolor
+75,6.435420535339332,3.0837620932780028,4.414410111898014,1.3431472164209914,Iris-versicolor
+76,6.23126635503519,2.8628194364119177,4.997076804211257,2.1007483877166324,Iris-virginica
+77,5.9271891834309915,3.140515755883312,4.225283880131493,1.344008337864725,Iris-versicolor
+78,5.508871588104449,3.6585961272712924,1.3488836494191878,0.26550362782443293,Iris-setosa
+79,5.2517955914927965,3.3710279063955584,1.612822673193944,0.5916306104548729,Iris-setosa
+80,5.398174264129688,3.526590602811451,1.312425911301781,0.37514674776923296,Iris-setosa
+81,5.690304922301863,2.8529033227585145,4.711742168804746,1.2108287608892383,Iris-versicolor
+82,6.066407917227031,3.2290215716694997,4.806008057345389,1.582178453402575,Iris-versicolor
+83,5.811576687960633,3.359076076490418,5.025554678830548,1.1287044511392064,Iris-versicolor
+84,6.945642259415926,2.8541935634033813,4.859819161272018,1.2334033060683989,Iris-versicolor
+85,5.062402556721433,3.4865727436716627,1.7306244841708422,0.5264600948445635,Iris-setosa
+86,5.235901192992122,3.4412295455397555,1.4020082210642033,0.11141182196445606,Iris-setosa
+87,5.5271778379147785,3.109143005055168,5.048784518747895,1.2791909877915075,Iris-versicolor
+88,5.75233277120837,2.9685111189060653,3.6979203770314877,1.6584456203850615,Iris-versicolor
+89,5.275445094702016,3.360583794585335,1.304006142285168,0.21348572652608375,Iris-setosa
+90,5.4110631688091555,3.5360036485481903,1.7317270113018124,0.7088133058817172,Iris-setosa
+91,6.786472519792275,2.5236839007266436,5.607387569118624,1.8064365640037434,Iris-virginica
+92,6.742538661846066,2.82846260680418,5.171983297197063,1.6000993994342685,Iris-virginica
+93,5.517201105132123,2.4643620901655905,4.119186113304103,1.069571767401976,Iris-versicolor
+94,5.41108467683718,3.4243117463202504,1.5140603134728454,1.7400751253617774,Iris-setosa
+95,6.300652461767225,3.124243596296008,4.037111311326665,1.1362530479645425,Iris-versicolor
+96,6.147409827450285,4.15597729579229,1.441222843587027,0.2782399015096708,Iris-setosa
+97,6.198442329403784,3.0511714340253513,5.282701765535138,1.9506008778072608,Iris-virginica
+98,5.127940942170991,3.3662247927315487,4.647604363237633,1.8611343232537705,Iris-setosa
+99,6.191982772980337,4.058127079243027,1.5009010099468185,0.1864454629910198,Iris-setosa
+100,6.369977951062499,2.965680264745883,4.270578714984942,1.1538020536151303,Iris-versicolor
+101,4.5177812564952475,2.9343228183807866,1.2391414474279467,0.2122162604260472,Iris-setosa
+102,5.9133947093067425,2.9054920296000066,5.4695238428537065,1.8972746978628432,Iris-virginica
+103,5.3956372334352185,3.879735937255906,1.7776529273288832,0.17040934246693312,Iris-setosa
+104,5.4436844548785865,3.0063729661920635,4.377542772467601,1.6048973488697993,Iris-versicolor
+105,6.455787368787361,2.6486920512658667,3.9828811173330476,1.3000285249252286,Iris-versicolor
+106,6.667906737668971,2.893115119667259,5.430029177347574,1.6993333293557458,Iris-virginica
+107,4.784539839192785,2.867497001982299,4.595740763661184,1.329793561761279,Iris-versicolor
+108,5.732106048088701,2.990158127021983,5.093324721168679,1.6482873268058813,Iris-versicolor
+109,6.415538790040341,3.439532931595286,1.6477450102253157,0.4120244009243324,Iris-virginica
+110,5.405426897715173,2.170241199868571,3.8192296424286765,1.1704336807494053,Iris-versicolor
+111,6.22440745534859,3.2720977925763775,4.760708336539077,1.5314756241087408,Iris-versicolor
+112,6.449515069660931,3.0112920342869107,5.158607938716208,1.4754140891748868,Iris-versicolor
+113,5.56281205435166,3.059694421351344,5.057965974673507,1.5234048288504212,Iris-versicolor
+114,5.5878709704000125,2.002630249239364,3.5942115997052024,1.2084992000771528,Iris-versicolor
+115,6.1271472229052595,2.802847831248629,4.872755101750808,1.6623773166983669,Iris-virginica
+116,6.577183213748104,2.861490391659515,4.9309688606303395,1.59017422397498,Iris-versicolor
+117,4.73645098013221,3.1327699308110417,1.4675518858162433,0.20363140752774878,Iris-setosa
+118,6.207906197839176,3.2168610076502606,4.663951063727105,1.2764336888936403,Iris-versicolor
+119,5.98369483087998,3.1704396915021267,4.121154496241208,1.3959791559282997,Iris-versicolor
diff --git a/iris/tvae/4/26/test.csv b/iris/tvae/4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/26/train.csv b/iris/tvae/4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/26/val.csv b/iris/tvae/4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/27/synth.csv b/iris/tvae/4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..696ea5f94ba89f8fe54290ae9b01da96f88170ea
--- /dev/null
+++ b/iris/tvae/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.051194229424593,3.5412154815882966,1.451354247629677,0.07146631523677308,Iris-setosa
+1,5.531149368615043,2.9900828677166422,4.743029852822715,1.383419038039101,Iris-versicolor
+2,6.520975174798133,2.6921576009839057,4.510257247167223,1.4711268686254226,Iris-versicolor
+3,5.148940383558614,3.4126143776575133,4.497907743028576,1.2715011181652378,Iris-setosa
+4,6.959894537786796,2.9915674967122543,4.807696480753582,1.5639856237304148,Iris-versicolor
+5,6.986035053106365,3.0876261128006948,6.0742791840883195,1.6300427148849435,Iris-virginica
+6,6.463140148028322,3.272431494067082,5.687359571445009,2.1558949047314107,Iris-virginica
+7,6.288167029877596,2.8697091883384767,5.201158210744058,1.6825683227001407,Iris-virginica
+8,5.812764609298747,2.8313780108001803,4.5624145778974645,1.6507497515788863,Iris-versicolor
+9,6.615158006089893,2.561445490089792,4.320940560252239,1.2752382641137892,Iris-versicolor
+10,4.9442446966510945,3.2046672826587073,1.5717437654297068,0.31758462808801896,Iris-setosa
+11,6.365868757317322,3.106563343196209,5.359104697059949,2.0119728010678783,Iris-virginica
+12,4.96103587956525,3.147759237974104,1.4077463326241169,0.2912670219249713,Iris-setosa
+13,5.923464905581205,2.8104807136144463,5.023917729757905,1.7823592592870292,Iris-virginica
+14,4.848426338353723,3.059833364084693,1.1585909287111453,0.0738423941303345,Iris-setosa
+15,5.64344241255314,3.1142984437585226,4.161445160723265,1.3511596767870255,Iris-versicolor
+16,7.123500424810652,3.3625675126928214,5.5581515775404124,2.3130383510043786,Iris-virginica
+17,5.405908809948894,3.4497685970818397,1.4313630707828802,0.22335771352446634,Iris-setosa
+18,5.690756239020079,2.644836142759428,4.834154770443159,1.7283609982940935,Iris-versicolor
+19,6.17368278187915,2.9053535846697747,4.986330716098476,1.8643481421559591,Iris-virginica
+20,4.911850561085445,3.3751913657006707,1.5033300610717377,0.15098455238524516,Iris-setosa
+21,5.7271706157431845,3.579786858532243,1.5976050910018806,0.18595303011305747,Iris-setosa
+22,6.452334396868925,3.035539626951434,5.045338259855543,1.5478715906776825,Iris-versicolor
+23,7.6456333661420945,3.4507254362097637,6.152144749497034,2.233119910861789,Iris-virginica
+24,6.1261235941346275,3.227397581405586,4.786881787689269,1.394378065150896,Iris-versicolor
+25,5.520915563513647,2.9162273315924776,4.595803125834329,1.0570787297906166,Iris-versicolor
+26,5.122329045078691,3.7048431691939268,1.5482701551424918,0.4778126886219778,Iris-setosa
+27,5.668508079718191,3.054297154264947,4.942402085007596,1.8349602315198468,Iris-virginica
+28,5.472805712831256,3.7373240219622486,1.5953839188576997,0.543673990458758,Iris-setosa
+29,5.610355513374455,3.0400618108034014,4.23189858332774,1.3757453724743272,Iris-versicolor
+30,6.802717823473431,2.8194086993874277,4.798984848977547,1.3616401817831827,Iris-versicolor
+31,7.10029307434376,2.9076989975744025,4.414159596866283,1.4974987205293404,Iris-versicolor
+32,6.470250177090359,2.3299077872050518,4.501508113925706,1.2757387041322668,Iris-versicolor
+33,4.961677077838859,3.1655629138792847,1.3902771008541583,0.1854340700296181,Iris-setosa
+34,5.179826384960391,2.272554081347012,2.838252064002408,1.246662354303946,Iris-versicolor
+35,4.616209090254408,2.6909599316080293,1.1503906612494297,0.15686200344114576,Iris-setosa
+36,4.803781742779904,3.2069250095646242,1.2336508466000697,0.24464407231342222,Iris-setosa
+37,5.799356728533297,2.5184653674026105,4.045710330814514,1.4656403294152025,Iris-versicolor
+38,5.496588373808651,2.7672447132288265,5.065785785812083,1.6483943050840737,Iris-virginica
+39,5.443262031208504,2.2777318612701563,5.855971564548563,2.018765497103888,Iris-virginica
+40,5.875952833902986,3.0051735178820627,4.844911231828005,1.464788264066798,Iris-virginica
+41,6.013899622064536,3.043211042648132,4.550383931035691,1.1696782951488096,Iris-versicolor
+42,5.801213339272163,2.7059113204449896,4.883161508998793,1.6763869922586225,Iris-virginica
+43,6.229162672925612,2.958187494393041,4.388088636647937,1.1115849953051877,Iris-versicolor
+44,4.928789641825593,3.226955925340701,1.479765591683866,0.1318225539943664,Iris-setosa
+45,5.271571088239932,2.600651037243263,4.127980480731157,1.6861973323898727,Iris-versicolor
+46,5.957992290380071,3.1247547394787425,4.469054249227973,1.368914333497311,Iris-versicolor
+47,5.009987006663513,3.4795166070829797,1.6780829927898897,0.19746361461892706,Iris-setosa
+48,5.983457186283219,3.0394993512145994,4.646168793126327,1.4762511835547507,Iris-versicolor
+49,5.259516968505422,3.5095127311217773,1.3490943792087955,0.20477325446958858,Iris-setosa
+50,6.475957310745399,2.8120643952739592,4.988502220255753,2.0731953827493568,Iris-virginica
+51,6.304190176007167,3.2187540372293433,4.981283317024487,2.2527865155412226,Iris-virginica
+52,5.126865979626076,2.4386728395813,3.5411043089020033,1.0254563677920139,Iris-versicolor
+53,6.471594599123427,2.7378880478515843,5.180458988642915,1.9840682162024275,Iris-virginica
+54,7.107021541618247,2.99230498782912,5.5832120153927,1.8150011499268197,Iris-virginica
+55,5.9713566252934855,2.81174027529711,4.861911907075597,1.2886876335176836,Iris-versicolor
+56,5.018676390944442,2.9936009227717926,1.4509160712072329,0.4202235917203675,Iris-setosa
+57,6.728650405526292,4.130612806995962,1.4392125171627508,0.4201845795160547,Iris-setosa
+58,6.658291142262926,2.9738490783343887,4.144022108589599,1.7300323024380653,Iris-versicolor
+59,4.956366680992675,3.2486206304412364,1.3860310986760147,0.17669532313163286,Iris-setosa
+60,5.3434086853685265,2.342682723956578,5.483564054627057,2.093541869916088,Iris-virginica
+61,4.692473111441396,2.767210626715638,1.3501710412605485,1.5699161709106044,Iris-versicolor
+62,4.873869636178241,3.0260782756821634,1.187294857282605,0.31168721593821663,Iris-setosa
+63,6.9748635952093245,2.6112177219795796,5.486178920589691,2.0055317560920116,Iris-virginica
+64,5.239762282288579,3.2262072811535183,1.5661297557292146,0.3837578915812499,Iris-setosa
+65,5.310785821129554,3.711643614621437,1.5620816556686181,0.30056912577877765,Iris-setosa
+66,4.819797279660417,3.7700353258428776,1.625909772940413,0.19508203049321982,Iris-setosa
+67,5.5250065612858545,2.604860420152206,3.579581575440461,1.1222297000539405,Iris-versicolor
+68,6.496315199903105,3.002745387409427,5.267237980227575,1.6494773547077666,Iris-virginica
+69,4.908923628712302,3.3083415062723045,1.5102717345765477,0.352690788527094,Iris-setosa
+70,6.644501920812275,2.9082819471293124,5.953107649350156,1.70680290940861,Iris-virginica
+71,5.8498490941821,2.84211966017347,5.461558819679697,1.7671489021242375,Iris-virginica
+72,6.722781132079976,3.0948539766232157,4.504605202197528,1.4030119668883356,Iris-versicolor
+73,5.329308098540578,3.475179826102937,1.423950365883634,0.5524831718286916,Iris-setosa
+74,5.355113624703643,3.8072046521467238,1.465488554096965,0.2869449394775637,Iris-setosa
+75,4.874806379914874,3.2513832749648777,1.3768154412360183,0.10462317723889358,Iris-setosa
+76,5.599292774775911,2.919212099976042,4.619109847940646,1.617406828737912,Iris-versicolor
+77,5.563384689084891,2.3423440510135594,3.72053782995965,1.024395735941698,Iris-versicolor
+78,7.284588003877215,4.002591037561464,6.3920581958657605,2.231151623666363,Iris-virginica
+79,5.1286552823192375,3.2675788544839617,1.647407546509897,0.16226667069962825,Iris-setosa
+80,5.221021767389022,3.4709333187072655,1.6735586430189142,0.3582810660241851,Iris-setosa
+81,6.8069140361287515,2.8954722229282903,5.192099445558553,2.1849862460464493,Iris-virginica
+82,6.813940068543977,3.176405421007213,5.63057398802884,1.8948574590373939,Iris-virginica
+83,5.03492040107818,3.3144635471502495,1.6061054835825328,1.3034192428733418,Iris-setosa
+84,5.7215452996777545,2.949773862965342,4.204704926705414,1.2148018096202935,Iris-versicolor
+85,5.074009486157314,3.300421257846757,1.5563195518695112,1.6253984751470005,Iris-setosa
+86,6.646066528327292,2.582436326535167,4.9656740370584185,1.7472287186155036,Iris-virginica
+87,4.600120256515117,3.1793055370459635,1.713093403318052,0.267625414097749,Iris-setosa
+88,4.432195988557446,2.8359371199208385,1.670980638473224,0.33806303165465457,Iris-setosa
+89,6.48168280700771,2.815121047128529,4.438538507838136,1.4907521120678187,Iris-versicolor
+90,6.005087649811745,3.117663690034243,4.865694318605928,1.8303666765611317,Iris-virginica
+91,6.850088896770902,2.598199846224488,5.364546213833497,1.7083531160417311,Iris-virginica
+92,6.817542972293358,2.6897395813154077,5.458132674473642,2.1527005599870463,Iris-virginica
+93,5.6638879251807674,2.661285922103071,4.301638743480524,1.5863178219080112,Iris-versicolor
+94,5.433618210560969,3.907972585432061,1.5524552003569405,0.4904863569733997,Iris-setosa
+95,5.954092514366797,3.080402561261426,4.989782891972091,1.5585349216155107,Iris-versicolor
+96,6.779496996568583,2.981342912367533,4.559584144037257,1.4980986523218347,Iris-versicolor
+97,6.983159198517697,2.991087274081589,5.701081925657352,1.8350354550449803,Iris-virginica
+98,5.663628097120108,3.9728892949779615,1.5184007064903777,0.33599828893520745,Iris-setosa
+99,5.818500168860935,3.2082351320161644,4.585685182560234,1.6411065615939564,Iris-versicolor
+100,6.461269067475286,2.789344316418084,4.994043058452535,2.047655513466529,Iris-virginica
+101,5.888358591851633,3.5823290305350346,1.4826239903787775,0.29808866846523596,Iris-setosa
+102,7.185317612620223,2.833509224201457,5.909470222330077,2.074094226680378,Iris-virginica
+103,5.917277248219489,2.6901953915856187,4.822761274127345,1.9740746102746076,Iris-virginica
+104,5.2158617246686285,3.6225760960433644,1.6117251550895815,0.25933504668716706,Iris-setosa
+105,6.618921412007527,2.729122413939133,4.314142039491431,0.9827303198621924,Iris-versicolor
+106,5.183829175115433,3.7358040993479555,1.5894984284034206,0.2086194367630852,Iris-setosa
+107,6.754413034315881,2.6942065796701558,4.364403401860743,1.1417717902363953,Iris-versicolor
+108,5.567696911119555,2.9657388223999717,4.593814498217729,1.2870421586756722,Iris-versicolor
+109,5.406078996605658,3.871437912933316,1.2392417714495898,0.45683498466214606,Iris-setosa
+110,5.113035097680043,3.510059064619104,1.634839539606276,0.23307254630926694,Iris-setosa
+111,6.41396771775971,3.5028173946114385,6.14708503212947,2.3921308384490754,Iris-virginica
+112,5.434698486208943,2.8416239678581,3.803695306910627,1.3689547279896623,Iris-versicolor
+113,5.983331147904541,2.894443736187668,4.336050371360347,1.343992202834672,Iris-versicolor
+114,6.631529688234937,3.2169858147889565,5.555772992754217,2.158203887852153,Iris-virginica
+115,5.454809031420158,2.9263188491734287,4.5472984754517505,1.704879880285998,Iris-versicolor
+116,6.331525391833551,2.7271915652537206,5.278739784882466,2.3050040084367347,Iris-virginica
+117,4.720604984688685,3.0078016728837333,1.6584964021320248,0.2478162907905281,Iris-setosa
+118,6.577297743355465,2.95129203514105,4.3337409846188875,1.3120774560221518,Iris-versicolor
+119,5.9965525145312215,2.863317032317804,6.536155618921644,2.1673872291498215,Iris-virginica
diff --git a/iris/tvae/4/27/test.csv b/iris/tvae/4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/27/train.csv b/iris/tvae/4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/27/val.csv b/iris/tvae/4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/28/synth.csv b/iris/tvae/4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3288cbad142e3781b1bdf70bf85120d7f8780b58
--- /dev/null
+++ b/iris/tvae/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.6690137177916995,3.1171419783816385,4.850418724363412,1.3991513648784086,Iris-versicolor
+1,5.262540644233362,3.465911245858388,1.5444877474067478,0.03457043784786981,Iris-setosa
+2,5.026749086398593,3.383643270766553,1.4866460418328535,0.34950949707530643,Iris-setosa
+3,4.926770919513392,3.377742596546884,4.866521364832671,1.5979873803989095,Iris-setosa
+4,7.321210771366733,3.0659099891157533,5.924020915089123,2.0799852302985875,Iris-virginica
+5,6.5239711326271035,2.829114545984246,5.465371036160263,1.731914740926976,Iris-virginica
+6,5.350875049489155,3.9507014007510866,1.499900516839913,0.42054146026081773,Iris-setosa
+7,6.043676936508573,2.819955666229337,5.269173273080284,2.185061713050918,Iris-virginica
+8,4.485116838347796,3.685878355979887,1.2212816549401826,0.16961455860328895,Iris-setosa
+9,5.64797120099449,2.6755269733742,4.0331733979818125,1.2253230907318864,Iris-versicolor
+10,5.032882806929731,3.3058783705242982,1.6789838819616396,0.023379286318721854,Iris-setosa
+11,6.071991896596595,2.9244935811712436,5.1360470645513345,1.590418548974559,Iris-versicolor
+12,5.122929249084704,3.3413997618700466,1.3140327153181235,0.4049784893625998,Iris-setosa
+13,6.623334802456041,2.762611050312673,5.6803518327754725,1.8341412883846384,Iris-virginica
+14,6.623612664636427,2.9327364214569855,4.836565293627248,1.4415235469812342,Iris-versicolor
+15,7.925607115243715,3.240194230412106,6.598004084796209,1.8643226720081367,Iris-virginica
+16,5.636690921038663,2.454968558899291,4.111025532315585,1.1496499033174374,Iris-versicolor
+17,4.716506917717418,3.0072216958195717,1.3201634210096618,0.3637060477500481,Iris-setosa
+18,6.147105218761418,2.8951927471393986,4.932767761550097,1.8653458323331886,Iris-virginica
+19,6.349534778696088,2.9458694468484556,4.499537293390776,1.3226695432131428,Iris-versicolor
+20,5.00752268952596,3.4052163486766025,1.767771533598353,0.22119122280801004,Iris-setosa
+21,6.070020976298574,2.980529276298726,5.06408817503109,2.326499619407217,Iris-virginica
+22,6.425237931222714,2.5478759269878943,5.551612883251971,2.036814583302857,Iris-virginica
+23,4.513651445831751,3.0429403672914725,1.3606574221179697,0.2911574309665973,Iris-setosa
+24,5.206133263460663,3.6836023125250636,1.2877580697304098,0.20123345908266746,Iris-setosa
+25,6.255380130890867,3.107403902220495,5.244559546785492,2.135657818282174,Iris-virginica
+26,5.496400284943437,2.789865664285988,4.288060920983159,1.0567302193426764,Iris-versicolor
+27,4.946361418407959,2.9491267556395937,1.614512521501213,0.06247321448874141,Iris-setosa
+28,4.805539265891892,2.986551467040219,1.1940209327292486,0.09841858540817747,Iris-setosa
+29,5.268084279518081,2.6972401803798234,4.037182080221778,1.118955584283349,Iris-versicolor
+30,4.452328434932282,2.8031509010762505,1.3217001812499802,0.17625242406752073,Iris-setosa
+31,6.446854829393522,3.431118790171104,5.367286986682808,2.2061544125740182,Iris-virginica
+32,6.303479572327932,3.112286796505356,4.7430149172568195,2.18640731070147,Iris-virginica
+33,5.525424251776405,3.971612765678513,1.6502387068259747,0.37598776202055934,Iris-setosa
+34,4.786753573216083,3.384150517682334,1.4577666916504617,0.2974713741576553,Iris-setosa
+35,6.626157906148891,2.85266362394508,5.32169749296995,1.9049513897069377,Iris-virginica
+36,5.977495551684978,2.8790773772213463,4.1675502872550725,1.3797012239320567,Iris-versicolor
+37,5.506963036657929,2.3347856320952185,3.761093607220819,0.9080334639626998,Iris-versicolor
+38,6.558652751453957,2.819274797086607,4.711271759410807,1.707856292684147,Iris-versicolor
+39,6.433391707062668,2.921195770272577,5.182685793327446,1.8635728849189974,Iris-virginica
+40,6.070118280928402,2.290632329698628,4.35031454581341,1.341333916997293,Iris-versicolor
+41,5.162334677665079,2.9140800189629927,1.452862061424412,0.18306254761664975,Iris-setosa
+42,6.104205232215356,3.1550268814417493,5.204191922215007,2.223835403466347,Iris-virginica
+43,4.854962405417821,3.130028391321796,1.5122822372978777,0.15424799476107703,Iris-setosa
+44,6.445749904533769,2.824228788656991,4.677055869569179,1.1846899703317955,Iris-versicolor
+45,5.541799499589697,2.7260879982562716,3.942273388920238,1.052989774219737,Iris-versicolor
+46,5.648739029496118,2.8674178512022204,4.52709705652796,1.7230906094781797,Iris-versicolor
+47,6.1555335307698265,3.0331217755554842,4.739323310937459,1.3248357550607113,Iris-versicolor
+48,5.0505796765576365,3.1966107858828874,1.7762687911851596,0.20151225812956797,Iris-setosa
+49,5.9611929172749,3.651489220415332,1.4878572277082431,0.26418303550570926,Iris-setosa
+50,4.8742340738101575,3.593597537108707,1.3107526693412461,0.276734431521192,Iris-setosa
+51,6.144502329213391,2.638003405182625,5.091087786598083,1.924417279967384,Iris-virginica
+52,6.31686471101615,2.998539401707655,3.9122454006131107,0.9698110620218868,Iris-versicolor
+53,6.4454572273262,2.661743019038144,4.573184015035857,1.3974426433501175,Iris-versicolor
+54,5.357830605651,3.438056908849604,1.4095970281053365,0.22520053216018387,Iris-setosa
+55,5.118809879854769,3.185848820088816,1.4617725149880127,0.6115013558936688,Iris-setosa
+56,4.709325312003539,3.7655693567575335,1.2124868819131132,0.36407034194539006,Iris-setosa
+57,4.958659670030579,3.5995151301113135,1.484322205946246,0.1987620118025351,Iris-setosa
+58,5.527328291149357,2.53094127354838,4.763497994760305,1.0540279326859414,Iris-versicolor
+59,4.730149759625689,3.4472070324073965,1.4202381201803422,0.15122698877376686,Iris-setosa
+60,6.364988235651885,3.165547047989847,4.881826545436706,1.5842505410087966,Iris-versicolor
+61,6.190878379304769,3.3994367245671833,4.650402339614804,1.6631220227506416,Iris-versicolor
+62,5.763420104936506,2.947206429715756,4.539378001629886,1.4904786496923352,Iris-virginica
+63,6.356642647144703,3.1996320971277705,5.077006836742653,1.4716543664529098,Iris-versicolor
+64,5.693322263231997,3.2003348615792495,1.4973989155915275,0.12301849227079681,Iris-setosa
+65,6.670927147714921,2.994162088038014,5.295627170567509,2.403603248211116,Iris-virginica
+66,6.568472194179475,2.641757508397182,5.690192608019382,2.162428144836486,Iris-virginica
+67,6.55241968884521,2.684844460170513,4.2496783512367715,1.2367412101818342,Iris-versicolor
+68,5.1641033640003595,4.015214850745606,1.6664805085737782,0.37717285169739934,Iris-setosa
+69,6.228021613123278,3.2259224331778094,4.758022208668183,1.68998401978718,Iris-virginica
+70,5.018120121581986,3.2310434283939626,1.330732988294078,0.15905180838689859,Iris-setosa
+71,5.27196007489687,2.677489159407573,4.7539057050044535,1.5422780301796728,Iris-versicolor
+72,5.683439859895826,3.0107685505756265,5.174017896799061,1.879159185420871,Iris-virginica
+73,6.0996582569082,3.0995356181781197,5.61476795823917,1.8753576396056122,Iris-virginica
+74,5.434155089711549,3.529568768295356,1.4967432762820028,0.07286112384201363,Iris-setosa
+75,5.372020661645754,2.5235526035782403,3.8255761485910607,1.5202522343181248,Iris-versicolor
+76,5.5388478520753335,3.0612227286693887,1.3580327416099807,0.15852968512468085,Iris-setosa
+77,5.249999137643844,2.9130250938384616,4.488886616369644,1.413761058649551,Iris-versicolor
+78,6.102342394557029,3.248575453802815,4.722571487784082,1.2815406967361662,Iris-versicolor
+79,5.519040802305923,3.9516243713363375,1.4362246582462632,0.2864336963274197,Iris-setosa
+80,5.722297491916895,3.0165071469531077,4.873433641163492,1.5448364366187637,Iris-virginica
+81,4.916484194890804,3.3688700297675576,1.2888445747095054,0.28917168422774053,Iris-setosa
+82,6.632876197002784,2.6877698259951184,4.5734307075593605,1.3429973783825038,Iris-versicolor
+83,5.222974223260722,2.5483942641482815,4.1786849607339525,1.2692257627965486,Iris-versicolor
+84,6.233907604452114,3.0714110242736306,4.8869202080198555,2.183264086180483,Iris-virginica
+85,4.975415085169949,3.4419765123842025,1.4546260172011387,0.18877919108057567,Iris-setosa
+86,4.76694947605405,3.2931970010503866,1.591556117166634,0.3255374965916482,Iris-setosa
+87,6.1922992995651205,3.0918753393661436,4.91463379689872,1.7874246453825198,Iris-virginica
+88,5.81001498617374,2.916545954255496,4.469570981808524,1.279874317457844,Iris-versicolor
+89,6.053739282498949,3.3698933670447397,4.644172771809129,1.3616634048272374,Iris-versicolor
+90,5.757036411367972,3.638813669452798,1.5241102784857892,0.4170004828356876,Iris-setosa
+91,6.300200202836964,3.1085097619289908,5.233278477650911,2.010284869973163,Iris-virginica
+92,6.724976936792307,3.641824093718885,1.7769582447359742,0.49366830589939953,Iris-setosa
+93,4.818851056762832,3.2140494778774444,1.554690953012473,0.29981499893455876,Iris-setosa
+94,5.563187239768413,2.7592934261157236,4.774790107498759,1.5364764778450148,Iris-versicolor
+95,6.365418320262741,2.356578613267736,3.7414826989610237,1.233475908496814,Iris-versicolor
+96,7.182194934829269,2.4656595571807056,6.001786467396573,2.362801286786099,Iris-virginica
+97,5.794008234557942,2.9525316263830477,4.332014345918666,1.2890553095737523,Iris-versicolor
+98,6.061960246639023,3.2828489201705278,4.966339179733753,1.9035970536159237,Iris-virginica
+99,5.503717419399415,2.7660627769887127,4.006683756055525,1.0548354304112673,Iris-versicolor
+100,6.031066562228296,3.0230642017927045,4.955952449550824,1.9662062596040464,Iris-virginica
+101,6.465326023413384,2.6994153291330836,4.322879906239232,1.3960494373345314,Iris-versicolor
+102,5.023065337230434,3.0435806277216875,1.331184439174573,0.14507559235195214,Iris-setosa
+103,5.230470318064898,2.7314944652525828,4.254864367857284,1.2451408762477822,Iris-versicolor
+104,5.946583080952222,3.1411105313977536,4.7546951775998405,1.6428185574316048,Iris-versicolor
+105,6.182521464118626,3.9789655676429816,1.3784527567220597,0.381548705775398,Iris-setosa
+106,6.208392914267464,3.0938314285367126,4.470645315325234,1.7172312534183187,Iris-versicolor
+107,5.59565475066086,2.3482231823997646,4.1184534980529115,1.3726434298201002,Iris-versicolor
+108,6.727134582044461,2.810410196330426,4.755072407006722,1.7810757991539798,Iris-versicolor
+109,6.77247534805072,2.7704451886772934,5.0351450700954805,1.6370542857627872,Iris-virginica
+110,5.130178340447349,3.3881278955220835,1.358512772416172,0.32801913267880284,Iris-setosa
+111,5.807309669588531,3.026450642989753,4.7194834257701475,1.5953749157320494,Iris-versicolor
+112,4.924041158294869,3.7364228774633865,1.748757514739649,0.12456132116796964,Iris-setosa
+113,6.574017782299404,3.4226754568114677,5.45833460239399,2.2536322740254415,Iris-virginica
+114,6.524012972682955,2.8549370553202684,6.111957770770237,2.0645113185209327,Iris-virginica
+115,5.8739423763679195,2.566773899675485,3.8384012864256434,1.2891276321089733,Iris-versicolor
+116,5.510195705924131,2.7170423757711526,5.277535311994149,2.218095708825993,Iris-virginica
+117,5.746610295083503,3.6122463054712775,1.7960396698828214,0.3223483431718186,Iris-setosa
+118,5.572251467241958,2.410550605171507,3.999194804899372,1.3954102744135826,Iris-versicolor
+119,5.351698846122347,3.606683777039475,1.358125027011748,0.5821897441262297,Iris-setosa
diff --git a/iris/tvae/4/28/test.csv b/iris/tvae/4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/28/train.csv b/iris/tvae/4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/28/val.csv b/iris/tvae/4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/29/synth.csv b/iris/tvae/4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0ad64e36a65560dfc11df0b7a0b5e6fcfacb66d
--- /dev/null
+++ b/iris/tvae/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.154431052127325,3.460060032336162,1.499484682047732,0.2962206254223067,Iris-setosa
+1,6.386347036954114,2.8446972610792107,4.884013029473857,1.5942565379862195,Iris-virginica
+2,5.068604223151041,3.037884878804204,1.5313141458838682,0.3198849185170862,Iris-setosa
+3,6.882029648200415,2.971446645455429,6.226768974520141,2.01679037827034,Iris-virginica
+4,6.052472423872072,2.617735103806364,4.03329640620907,1.3223840502223891,Iris-versicolor
+5,6.193776514651198,3.133485535816305,4.833065749855096,1.9864122131005346,Iris-virginica
+6,6.24740388535204,2.8829905534377906,5.500326237423356,1.977619183817919,Iris-virginica
+7,5.302344162079501,3.547692069944543,1.2866743524957822,0.30668810143894043,Iris-setosa
+8,5.469828446893141,3.7858238729927454,1.4005986591595834,0.19872342099473544,Iris-setosa
+9,7.096486795500315,2.7511045564247416,6.377415766384244,2.0151052759782337,Iris-virginica
+10,4.955537363271837,3.242547378770666,1.2347191718054935,0.03921784344330298,Iris-setosa
+11,5.380190916982512,4.313672383997393,1.4601402728877755,0.22242692222089872,Iris-setosa
+12,4.838933464317047,2.8377788430046302,1.4949559881950985,0.2377168958432696,Iris-setosa
+13,5.365022935421537,3.5189594825431367,1.621601873925311,0.5365543884514263,Iris-setosa
+14,5.7765586711648,2.5356578274889037,3.694124153253072,1.3402810160589071,Iris-versicolor
+15,5.442300260427781,2.8776918358407997,4.486676025348084,1.2960030400195137,Iris-versicolor
+16,4.483696298460868,2.810154983360482,1.3671136940201598,0.3084262327969576,Iris-setosa
+17,6.15271209899507,2.4253062250243365,4.124700457221839,1.213793022064769,Iris-versicolor
+18,7.487920756132745,2.894699902929496,6.149918713820486,2.295310816001696,Iris-virginica
+19,4.943143784960691,3.1389624831303538,1.3230431350558824,0.10077788685459743,Iris-setosa
+20,6.031468055591763,2.966777934325239,4.543578028062157,1.190457330167929,Iris-versicolor
+21,5.357928050108126,3.374307239860406,1.7172105880773123,0.15002005880442087,Iris-setosa
+22,4.7626928915903814,2.994842509597438,1.6579817924938407,0.1445333310159626,Iris-setosa
+23,5.489119051726084,3.3745277376689873,1.7284147930516498,0.42767906021655494,Iris-setosa
+24,4.928610850681199,2.990904660891906,1.5953774194282668,0.2598414698566596,Iris-setosa
+25,5.39071561122131,2.4923241516236443,4.220952403220593,1.4718749573042003,Iris-versicolor
+26,6.909135559170795,2.5467682892480323,3.79986558909971,1.038303907091288,Iris-versicolor
+27,5.496593457691312,3.9803436974494946,1.3605804939921275,0.35790601774548936,Iris-setosa
+28,5.454520048230076,3.529989180910218,1.5678461979257121,0.5079905173315687,Iris-setosa
+29,6.730542997921725,3.273425091268947,5.702319940273128,2.2520147169525844,Iris-virginica
+30,5.36652703121558,3.403677058905541,1.667303557018796,0.48995613398911225,Iris-setosa
+31,6.276772147837101,2.373859716114072,3.971624119172108,1.2307632446213097,Iris-versicolor
+32,5.731837926465788,2.575261284000728,3.9703744133003895,1.2639720178375082,Iris-versicolor
+33,5.136914365974466,2.511478714811447,3.7208721223646046,1.3342661962455729,Iris-versicolor
+34,6.719800463351901,2.998742574339745,4.130988136857243,1.573144946814637,Iris-versicolor
+35,5.440215805252367,2.768123168741562,4.056532086010965,1.2193054641678365,Iris-versicolor
+36,5.664967845637131,3.8612183853177973,1.399130691587438,0.392999120967004,Iris-setosa
+37,5.169062644331709,3.3941551373404533,1.5264927156497212,0.3925607230255975,Iris-setosa
+38,5.414841499628308,2.9510657168191523,1.617741707007652,0.1944435786189672,Iris-setosa
+39,5.59223619321455,2.53308348764824,5.022912156596699,1.9633081247853592,Iris-virginica
+40,5.164322320587657,3.3815316069197854,1.6162011422558342,0.2734547749157323,Iris-setosa
+41,4.907149238480107,3.2559202343027485,1.642436900513038,0.4274366491116873,Iris-setosa
+42,6.2829553598685575,2.8500586475399396,4.305399935455611,1.5767695073120407,Iris-versicolor
+43,6.024451538514565,2.5368169509121934,4.028791186619601,1.5676508600539953,Iris-versicolor
+44,6.001702584884134,2.5363658879328472,4.075935122194686,1.6892430599710098,Iris-versicolor
+45,4.890373158678863,3.3563146483098185,1.4124810929033569,0.19847522050678723,Iris-setosa
+46,5.834961286986421,2.8329919201365383,4.671648984835796,1.5607629013601616,Iris-versicolor
+47,5.477880658365129,3.6654999352282767,1.6588017370202581,0.35315791416898545,Iris-setosa
+48,6.820767829742724,3.734043685351636,6.504018660239127,2.145032511425755,Iris-virginica
+49,6.263943369711127,2.8362100136560002,4.7979812037124745,1.608229587507886,Iris-virginica
+50,4.994835064740414,3.345758408336299,1.5077510593755925,0.07142121197081636,Iris-setosa
+51,4.898033361253416,3.301872820938258,1.618020021244135,0.21830165826299264,Iris-setosa
+52,5.9697244823814914,3.1257067892330737,4.136975321067435,1.3286787738751695,Iris-versicolor
+53,6.087770608190824,3.0001295869706732,4.440659282603272,1.7045373301586901,Iris-virginica
+54,6.426062269424704,3.200585617796868,4.831142899399815,1.3942309286204306,Iris-versicolor
+55,5.085675096106841,2.9834351589379766,1.2956927818165545,0.27843187713992434,Iris-setosa
+56,5.116325216279322,3.840304154841556,1.586511332596203,0.3339876425137376,Iris-setosa
+57,5.667859661651439,2.866156606264399,6.555886329271906,2.2056453112530523,Iris-virginica
+58,5.244920091045367,3.107715051035636,1.5770198980391699,0.0960008315443528,Iris-setosa
+59,4.422061804829701,3.160477270331143,1.6124292086880911,0.13620905672253633,Iris-setosa
+60,6.206055812644423,2.8305268504313923,5.4010603004597035,2.0004130302518464,Iris-virginica
+61,5.669889128485286,2.354686802923998,4.1981005662625055,0.9028767254511747,Iris-versicolor
+62,4.933244621283356,3.2600449703965166,1.4263054468356948,0.2363043144727174,Iris-setosa
+63,6.490510048531253,2.948525139799759,5.05694175556646,1.5878233909835635,Iris-versicolor
+64,6.357238079785765,3.1347554956613206,4.858407966855538,1.807037025746227,Iris-versicolor
+65,5.696175707838351,3.302809938675276,1.3274993933975408,0.29657505699347825,Iris-setosa
+66,5.0129127934573345,3.330609039731683,1.5256379698402835,0.3973824238086946,Iris-setosa
+67,6.137518992861124,3.2117880315498164,4.255668440536275,1.3567261221132922,Iris-versicolor
+68,4.7223258026207935,2.702609894196348,1.631722923992386,0.27900121600091865,Iris-setosa
+69,4.6306539808518075,2.9338612635396752,1.831798462822527,0.2909397906816215,Iris-setosa
+70,6.939163611503325,3.6556661170012443,5.407017293424563,2.0461972448966064,Iris-virginica
+71,5.22459918436078,1.999189724107348,3.625688046498948,0.6897935033082667,Iris-versicolor
+72,6.093334609553831,3.09138810456721,5.514148901729968,2.070552937303802,Iris-virginica
+73,5.535484181727064,4.32824232361886,1.4651197627617563,0.13805955853357424,Iris-setosa
+74,5.1658529741261585,3.3996575573649603,1.6103249413198713,0.2822988140220134,Iris-setosa
+75,6.549494349531886,2.8442656099795314,4.430800497547884,1.1496571845605588,Iris-versicolor
+76,6.20015362651734,3.2371473243585966,5.449108129778173,1.834716966917216,Iris-versicolor
+77,5.582823706143396,2.669152138199266,4.8253414570881805,1.7182387052703274,Iris-virginica
+78,4.759254579076045,3.5938103978183227,1.302853246112505,0.24172947383183052,Iris-setosa
+79,6.290789872815717,3.2541520691619064,4.857717880122846,1.3495224051025572,Iris-versicolor
+80,4.715047002086419,2.7870689529442334,4.099420229761832,1.0231160778922495,Iris-versicolor
+81,5.112861822158795,3.3648525456572966,1.3392538818242525,0.09637584579345856,Iris-setosa
+82,4.788167940717416,3.0863633493984812,1.37036752184452,0.33183214245219594,Iris-setosa
+83,7.527819554945281,3.7485062420277657,6.012885353953041,2.150488202312301,Iris-virginica
+84,5.8706005879815555,3.7284372835671657,1.3933619234865786,0.2711557313848534,Iris-setosa
+85,5.769390549016941,3.9060821602895235,1.6127686395583773,0.4743122258960536,Iris-setosa
+86,6.47266241876964,2.7644962430108935,5.405715425197712,1.6026971443464806,Iris-virginica
+87,5.648159065729252,2.788140813949438,3.9424888665268067,1.3258058092507121,Iris-versicolor
+88,6.1610051260301155,2.3531046017059607,3.8545172740256293,1.2456838854727446,Iris-versicolor
+89,6.693197063494574,2.97599521892191,5.182510668431249,1.8914151903047276,Iris-virginica
+90,6.091476138149156,2.1568594354842148,3.8726902702181962,1.3949698838532911,Iris-versicolor
+91,6.684987363584685,3.0144199370448814,4.857208918008652,1.8621173080935551,Iris-virginica
+92,6.044253073783381,2.6540494693853294,4.568218574936702,1.4961308218839013,Iris-versicolor
+93,6.324215362792468,2.696130692524925,5.103203107092997,1.3887379878993877,Iris-versicolor
+94,5.933340875685377,3.192541658694799,4.976039239827281,1.6717319790555358,Iris-setosa
+95,4.817045603183846,3.355640459971256,1.5480317411807942,0.39510278967302365,Iris-setosa
+96,5.11758133782531,3.587552810824015,1.392920238158768,0.32304954236202016,Iris-setosa
+97,6.248703203271708,4.214989808540025,1.5251247434104167,0.2985152814059152,Iris-setosa
+98,5.039833728298526,3.3288596611017374,1.6590804227780829,0.08087811928142671,Iris-setosa
+99,6.3837264150215,2.928243520263534,4.8950987670537245,1.712173662092313,Iris-versicolor
+100,6.8385821459744935,2.665396502537506,5.323913088303041,1.8687081300822403,Iris-virginica
+101,4.878213973943569,3.371308600210866,1.5745307518646487,0.1450655425507245,Iris-setosa
+102,5.797559894773594,3.1490975395364016,4.765653278148569,1.4825595119956978,Iris-versicolor
+103,6.210816722752485,3.3517479759847446,4.775725070456951,1.7235085271282369,Iris-versicolor
+104,5.6013884662940985,2.6574813601149354,4.224978789847449,1.7613845913061783,Iris-versicolor
+105,5.716282606216961,2.7571803926697434,3.643862687833873,1.0521825664495608,Iris-versicolor
+106,4.905896949940822,2.9171846407456195,1.4379382947450092,0.22190681911919527,Iris-setosa
+107,5.252237471549809,3.21150123324308,1.613397005326137,0.17756589207133103,Iris-setosa
+108,6.132489749583175,3.075141901265067,5.262360187722269,1.8532995659569593,Iris-virginica
+109,6.460383006883532,3.0152119806261815,4.926832125943602,2.064914919789552,Iris-versicolor
+110,7.536544319704113,3.669834115655838,6.769223823468888,2.327612370124947,Iris-virginica
+111,5.795828692331124,3.276090801170467,4.658237148597173,1.8921870164231858,Iris-virginica
+112,5.873551277488236,2.7349921274878435,4.07518524587703,1.7402994715906224,Iris-versicolor
+113,4.949111611263445,3.4008873272277564,1.4802400236687538,0.24137594001070267,Iris-setosa
+114,6.824372501765486,2.741161183749119,5.326569246207255,1.9953113076240254,Iris-virginica
+115,4.4712811757384205,2.8501560843286233,1.5518412865654443,0.38787102301422316,Iris-setosa
+116,6.613104662577623,2.714209209502243,5.182623846840366,2.0025291561938037,Iris-virginica
+117,6.719325930635325,3.2674329484406175,5.141542552696457,2.369270456551216,Iris-virginica
+118,5.685729617069756,3.0172754998133207,4.871680741005581,1.3781182774942156,Iris-versicolor
+119,5.046928408397775,3.1047991888349395,1.735927634582099,1.8032478951279325,Iris-setosa
diff --git a/iris/tvae/4/29/test.csv b/iris/tvae/4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/29/train.csv b/iris/tvae/4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/29/val.csv b/iris/tvae/4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/3/synth.csv b/iris/tvae/4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cbec2bc24f858c71ce6607c0496eab22317f3de
--- /dev/null
+++ b/iris/tvae/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.960188602556342,2.726048303221679,4.872708821932483,1.95934805942678,Iris-virginica
+1,6.930219203028084,2.9483920939920836,5.295963917171779,1.6872589648426966,Iris-versicolor
+2,6.124477500227965,2.778867447157735,5.204715973835069,1.6773041499906838,Iris-virginica
+3,5.926073624154912,2.725821403760207,5.463867697976784,1.9690731113433948,Iris-virginica
+4,5.056034962878811,3.723020795809447,1.6722734581118417,0.2991954758639297,Iris-setosa
+5,6.250922585818814,2.7350294618759237,4.805528441032609,1.2451877831995202,Iris-versicolor
+6,5.331987108775601,2.7981770361202303,4.234220838657205,1.4097401862622958,Iris-versicolor
+7,5.858407227569475,3.187376706361813,5.488532610796401,1.7221719037241938,Iris-virginica
+8,6.577330438285842,2.8953002144003355,5.765897741723147,2.2377582308185477,Iris-virginica
+9,5.7909613283507655,2.7810769358869942,4.3121509499030095,1.2717473433175681,Iris-versicolor
+10,4.7172275860919655,3.215964724628698,1.7320535005094762,0.2664187866686749,Iris-setosa
+11,5.7567654250493,2.9782720433870145,4.383564159431399,1.8409051775007057,Iris-virginica
+12,6.89603228743513,3.3423295886465665,5.5486711078802475,2.5934257575510173,Iris-virginica
+13,5.144257180909612,3.141549118063819,1.4062078209491082,0.09376109937965552,Iris-setosa
+14,4.734714361586985,3.213172325823656,1.3652818252578833,0.23791717465454276,Iris-setosa
+15,7.309227870035514,3.5145344934125333,6.137397483563234,2.1046238406169913,Iris-virginica
+16,4.322328127899484,2.489508593527833,1.2484121989401904,0.26599668494763384,Iris-setosa
+17,4.684622952321351,3.693178358723045,1.4036372449485117,0.3596533567489315,Iris-setosa
+18,7.068308895539479,2.837886220092303,5.3529194090526175,1.1850490978657908,Iris-versicolor
+19,4.986094662896932,3.393510818539593,1.5726169162776582,0.17076638648531944,Iris-setosa
+20,5.08835760901788,3.4584651603933607,1.452937896744088,0.22131690447235985,Iris-setosa
+21,4.828310348945242,2.856964635171143,1.5794802047022585,0.27589347517210494,Iris-setosa
+22,5.101340456245885,3.2734012326753468,1.5000892849172374,-0.004493963811076085,Iris-setosa
+23,6.392898327400652,2.9310276792009855,4.617081890096771,1.3882212382881114,Iris-versicolor
+24,4.8002726805463425,3.12731589044192,1.521255538463756,0.01372755503066489,Iris-setosa
+25,5.7608873974598,3.0919134461746367,4.7994195090358565,1.1627437281500805,Iris-versicolor
+26,6.868890281805545,2.711505346691021,5.29683620898485,1.7739410326137557,Iris-virginica
+27,5.297711975922858,3.5505924530961375,1.6857262049751125,0.5748081373342595,Iris-setosa
+28,4.917572111631569,3.9560061788189054,1.3987921770817817,0.21766452857442334,Iris-setosa
+29,5.107125050089096,3.4474522890365007,1.3699130499112686,0.23692635184127248,Iris-setosa
+30,5.11299058911692,3.136303192279766,1.6564866035400825,0.1832978708772205,Iris-setosa
+31,5.3514716842020125,3.378485550797514,1.4275408352873762,0.28528733525127575,Iris-setosa
+32,5.990254925896815,2.526079494083655,5.593274626422414,1.3596177279279587,Iris-virginica
+33,6.808966513421694,2.7315088585368086,6.01751175202136,1.7732211919545078,Iris-virginica
+34,5.894322926488873,3.1493090774866594,5.143751594624314,2.018356692315635,Iris-virginica
+35,5.015202472717832,3.873589812042368,1.3680898560006025,0.4480849077251082,Iris-setosa
+36,4.6955901522397845,2.989385886248424,1.5151364283538769,0.28808560178645404,Iris-setosa
+37,5.403931642901294,2.716007588175108,3.7130422247910215,1.3884689977384996,Iris-versicolor
+38,6.351259413226545,3.212182467411487,4.936510926954877,1.81079130253072,Iris-setosa
+39,6.474129710726372,3.186666439105773,4.4860203927792925,1.283940685524061,Iris-versicolor
+40,5.262095759043256,2.526176470799912,4.3646521703282914,1.2761513891533345,Iris-versicolor
+41,4.903673257193062,3.074104526517669,1.4570142391178584,0.23297688156446264,Iris-setosa
+42,6.0635108523657015,2.97234533529738,4.695397690357009,1.64523651329631,Iris-versicolor
+43,5.816816723366037,3.0623239442533934,4.589993761020745,1.386166782296423,Iris-versicolor
+44,7.017547371662666,3.860732107522553,6.4855603029719795,2.391575710658614,Iris-virginica
+45,5.493666574714958,2.5666879193134244,5.886480345094869,2.2453471618551997,Iris-virginica
+46,5.0190389572058765,2.3608588076986754,4.057973723765083,1.5860294855322117,Iris-versicolor
+47,6.437271471572977,3.0907764993475495,5.32867454223115,1.9473946893019292,Iris-virginica
+48,6.099291608664753,2.8281420244909854,4.729163155707968,1.3468557425233003,Iris-versicolor
+49,5.61594897139514,2.947473927339525,5.085426526498949,1.4252524261094017,Iris-versicolor
+50,4.919510019201959,3.4389031152452785,1.5585881913415298,0.16999408541178543,Iris-setosa
+51,4.625943564814709,3.436312196348614,1.0068166050231344,0.16986740687098523,Iris-setosa
+52,5.054525183552811,3.1362571282147687,1.4144317795036578,0.20631791201078534,Iris-setosa
+53,6.367622253237778,2.73622382840807,4.106978098722316,1.5667944805995326,Iris-versicolor
+54,7.432238352653484,3.6846861468514662,5.520772716037509,2.4288585109270135,Iris-virginica
+55,4.952402468342554,3.0393742264925945,1.3506733809637128,0.4978302587517629,Iris-setosa
+56,6.641452583051929,2.6891152103461278,4.9849676605136395,1.6638426041472905,Iris-virginica
+57,4.659154710828431,3.0582044425909922,1.2343528927068486,1.4879509402653006,Iris-setosa
+58,5.75173041301635,2.954198004982058,4.709467909113303,1.2738677908550113,Iris-versicolor
+59,4.481945332937769,2.981598580793839,1.5472378730329919,0.24622237514561382,Iris-setosa
+60,5.200271976172033,3.5023617711456643,1.3748445611756557,0.2988514824981062,Iris-setosa
+61,6.498739767383572,2.791216026456968,4.762749054521449,1.8172280719234475,Iris-virginica
+62,5.119629424086127,3.536064047088543,1.3973164226325716,0.09889428958016974,Iris-setosa
+63,8.180503233067423,2.910715454937477,7.036343932881726,1.8983877522043748,Iris-virginica
+64,5.487811931609049,3.4693581947399927,1.4641749008316047,0.22495737317448022,Iris-setosa
+65,6.217306287880109,2.9071769238908347,4.486066598889317,1.4862143065018212,Iris-virginica
+66,4.854901484304521,2.9752877966184887,1.4830583416364536,0.0979439649973004,Iris-setosa
+67,6.017446506057068,3.212265666894116,5.287108095562366,2.2488675288867386,Iris-virginica
+68,5.077421152605518,3.610927772935971,1.3093839496326392,0.36830440967751227,Iris-setosa
+69,6.4159672968248795,2.9437134345591875,5.387229606952735,1.8796133650448212,Iris-virginica
+70,4.823780169042871,3.416121937264212,1.5521672066801957,0.2978073708591865,Iris-setosa
+71,6.314397055645036,2.9980877514220623,4.865659643436627,1.6554248880871312,Iris-versicolor
+72,5.201971940607934,3.476174013133492,1.41701839802909,0.2756329599815908,Iris-setosa
+73,5.3588528503436486,3.3533654591844226,1.5547076961057973,0.3326982923521381,Iris-setosa
+74,7.150771165068917,2.870701360669681,6.012243151354091,1.8817301032373797,Iris-virginica
+75,4.892142971466921,2.9426390935728093,1.0869038271081282,0.1614745881364435,Iris-setosa
+76,4.778665263987734,3.143420971482838,1.4482913215816657,0.07702495205165982,Iris-setosa
+77,5.193884181290607,3.6085304274767775,1.2568521573954896,0.22618606444208988,Iris-setosa
+78,5.246269975381261,2.7561017607323164,4.272114222954836,1.5257004517563377,Iris-versicolor
+79,7.027498440065665,2.894992531006271,4.30906921387091,1.685547321963455,Iris-versicolor
+80,5.867883859318166,3.061103066186591,5.078438011638776,1.714534725578792,Iris-versicolor
+81,7.201849928055298,2.908321294398283,6.100359935408907,1.8292358460592453,Iris-virginica
+82,5.889760991947408,3.003962357237866,4.6105997774165886,1.6903461029253495,Iris-versicolor
+83,5.471795766286345,2.93555239484964,4.67548996803528,1.5568954344481833,Iris-versicolor
+84,4.824740604582327,3.0834989054111124,1.1911523208485755,0.03485807445346839,Iris-setosa
+85,6.64955494400588,3.0190820080979894,4.287114911112839,1.7969604952816074,Iris-virginica
+86,5.240271769728347,4.413780814539203,1.5886970656146775,0.35791318511251935,Iris-setosa
+87,6.017528227121005,3.118232843256086,5.4530735794472225,2.1416901669605997,Iris-virginica
+88,4.921118580292546,2.9443973107879566,4.337759329133865,1.2741331181879472,Iris-versicolor
+89,6.572776344700557,3.3634675041881654,5.857367427301096,2.4961395419305363,Iris-virginica
+90,5.328304478680199,3.826965288218484,1.486726036896188,0.3769293386265868,Iris-setosa
+91,5.891613316850215,3.342432956975096,4.306279328962867,1.426208355872013,Iris-versicolor
+92,6.143711525686541,3.03470139408593,4.693513943900903,1.6535365452698343,Iris-versicolor
+93,6.123295017097013,3.3546306145551528,5.433734048758006,1.9470375592572695,Iris-virginica
+94,6.018146917341627,2.719958152088229,4.835680458282906,1.7191075570869845,Iris-virginica
+95,5.353006957980346,2.809356376471067,3.867831036857088,1.6084106863117273,Iris-versicolor
+96,6.005368341632575,3.164095193988323,4.378175501851111,1.2195892763015979,Iris-versicolor
+97,5.247248089237049,3.801496825738437,1.5417292915342193,0.2626950940173525,Iris-setosa
+98,5.997198942781387,3.2611991936845635,4.969075259561496,1.5746186798877617,Iris-versicolor
+99,6.63872642809842,2.825478282423777,4.676406236622209,1.5379065594382193,Iris-virginica
+100,5.371907470091554,3.517678961264024,1.5217321792989045,0.3909366963710304,Iris-setosa
+101,6.02017622929221,2.8742479409416593,4.242456938661883,2.0518274549299678,Iris-virginica
+102,5.075543841252406,3.2372902154572647,1.6202383207441406,0.17159189513134365,Iris-setosa
+103,6.144545000177849,3.334312290914944,5.30326026391686,1.8446674778322998,Iris-virginica
+104,5.4677872104009815,3.797217060882121,1.6345092183469743,0.18731732535184475,Iris-setosa
+105,4.88682305249939,3.3482454245351576,1.2446949168103458,0.08900696158769578,Iris-setosa
+106,6.244449043869787,2.629396478612602,4.653231829839196,1.6979033614826013,Iris-versicolor
+107,6.6986130046086085,2.909984465268933,5.077163595646692,2.196760882050173,Iris-virginica
+108,5.289903444169731,3.4376838535482492,1.6137017300172887,0.423632633856037,Iris-setosa
+109,5.8579415516564515,2.8066621329870296,4.2397649593487605,1.3027061150996093,Iris-versicolor
+110,6.454735445356322,3.0323047228015607,4.547732092979224,1.4525179987397387,Iris-versicolor
+111,5.013919803330053,3.5137186954828192,1.5307121725849944,0.19327297251314757,Iris-setosa
+112,5.9235510065915165,3.0824116656951306,4.930311842638667,1.6448856343533094,Iris-virginica
+113,6.988511032674316,3.164986249834148,5.971469477326735,1.9234632628697663,Iris-virginica
+114,5.635531734287477,3.4179663109680285,4.5174648973177645,1.3830658462095142,Iris-versicolor
+115,5.481526982052816,3.5346824458616877,1.7862085635919307,0.6637486764315931,Iris-setosa
+116,5.015063760867724,3.5432201521647855,1.2669626952956683,0.30374779349207126,Iris-setosa
+117,6.449958702207039,2.719551449953043,4.680666653811079,1.8290787453024846,Iris-virginica
+118,5.9149232467246335,3.139026123886295,4.4772960216261355,1.0973560328263143,Iris-versicolor
+119,6.67725236790443,2.5501999871438805,4.427788339890493,1.3148461403274965,Iris-versicolor
diff --git a/iris/tvae/4/3/test.csv b/iris/tvae/4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/3/train.csv b/iris/tvae/4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/3/val.csv b/iris/tvae/4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/4/synth.csv b/iris/tvae/4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a929292c7f4a02072dbc4adf245ff83bd43da5a
--- /dev/null
+++ b/iris/tvae/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.402208180767063,3.0480793960234642,5.570859976358959,1.9598285381723037,Iris-virginica
+1,6.781217530513342,3.2235636640450007,4.684117074966327,1.697210879267233,Iris-versicolor
+2,5.222636575434728,2.7222764480828525,4.265604976580129,1.4268973017135724,Iris-versicolor
+3,6.478142683223843,2.6060732624326803,5.094676222592075,1.5153722380406374,Iris-virginica
+4,6.363497846525615,2.8171290691272697,5.303709994444771,1.7839108146872908,Iris-virginica
+5,5.901681651055596,3.006610555387833,3.990585237864769,1.6644068946368498,Iris-versicolor
+6,5.200390874606336,3.6784549969138,1.5605522358584591,0.41153364634204187,Iris-setosa
+7,6.3358242455718825,3.3269684677363034,4.667372919097244,1.2823746506126148,Iris-versicolor
+8,5.363224800769176,2.800350433459959,4.647014925248689,1.5669518503626472,Iris-virginica
+9,4.49008913534673,2.6909762776064983,1.3600709090188774,0.40639784413161417,Iris-setosa
+10,6.615524638747761,3.2037068418493218,4.754864278459281,1.4131103970413106,Iris-versicolor
+11,5.073284804623334,3.514335597667148,1.7599246877852306,0.3081420141241608,Iris-setosa
+12,5.055428937313484,3.1081265358445265,1.515810896939095,0.253113444401437,Iris-setosa
+13,5.589203680993399,2.5323779267998,5.3962711913967905,2.1079260624514604,Iris-virginica
+14,6.027170522869187,2.824673384816134,4.70150371575295,1.7087851587653569,Iris-virginica
+15,6.304498823542725,3.2272197361642565,5.308561686576509,2.251773977272528,Iris-virginica
+16,5.115943504273411,3.1791527224560516,1.3940676681503388,0.2286903851972392,Iris-setosa
+17,5.922413450078346,2.76066533845339,4.1400604883798,1.4725626148671527,Iris-versicolor
+18,7.247190360200438,2.5111951446167007,6.232733495767658,2.056955679310311,Iris-virginica
+19,5.915482488942142,2.755204646080852,4.472294013743926,1.4268787586370455,Iris-versicolor
+20,5.020181887089144,3.457638574377482,1.4417011167730958,0.1034226516792934,Iris-setosa
+21,6.225991352652064,3.0248525862098368,4.772525763100226,1.7502329058984119,Iris-versicolor
+22,5.1125730359220585,3.309156963020907,1.682392556738691,0.3810652195945404,Iris-setosa
+23,5.7917489554762,2.7453543574167427,4.935489381806257,1.428307450101117,Iris-virginica
+24,5.442629291531681,3.4155899265179843,1.5631771646786892,0.2983307896107011,Iris-setosa
+25,5.107450705600179,3.306695133354839,1.5778421582796924,0.23324698612734662,Iris-setosa
+26,6.707667535568571,3.133755572477054,4.654510870996703,1.5317301735509148,Iris-versicolor
+27,5.7576919219992675,3.12335202952743,5.113829739126126,1.5991038709967123,Iris-virginica
+28,5.1079928072170455,3.4024946057887533,1.473486809158478,0.09062363195345369,Iris-setosa
+29,5.937182906952091,2.9119258747779915,5.4181809472581834,1.7210952065781362,Iris-virginica
+30,6.10790481557038,3.2323941632617306,4.89186808897363,1.5077280887980826,Iris-versicolor
+31,6.4726978241056505,2.7430656928162636,4.532353012300999,1.4401248546777299,Iris-virginica
+32,6.40608911208267,3.0776836799209817,4.618847079661733,1.5396161880900094,Iris-versicolor
+33,4.546167439000227,3.5694359791813746,1.6465962953919593,0.2553994413212215,Iris-setosa
+34,4.840449961223275,3.431318684228887,1.4847376978847096,0.17914373053979432,Iris-setosa
+35,7.154045194335966,2.6499753655983076,5.850649623604331,1.8898219067100572,Iris-virginica
+36,5.4011867191262874,3.3118371261205266,5.3769328233775155,2.057172574796546,Iris-virginica
+37,5.205926943962318,3.2994136153884686,1.4188528845282558,0.4205352544309974,Iris-setosa
+38,5.444363913886151,2.8096643212612964,4.365014734712448,1.4207830450566772,Iris-versicolor
+39,5.206425755896923,3.289782644739278,1.5813305999074976,1.6160909266590198,Iris-setosa
+40,5.223135626691889,3.7742300476689086,1.5231621314575268,0.45953143189188433,Iris-setosa
+41,5.369964986759193,3.605330323166484,1.4537457003013017,0.6517002186025922,Iris-setosa
+42,6.3620563224040465,3.2522601813218066,5.133177976909614,2.4735853282267968,Iris-virginica
+43,5.778431931077856,2.912687689472148,5.118219932027624,1.6727744965430473,Iris-versicolor
+44,5.105611050347848,3.3227547416587724,1.45465633117499,0.2993467497490168,Iris-setosa
+45,6.274916422995607,2.835628691736617,4.833787770447941,1.6615710881800805,Iris-virginica
+46,6.0408335405733835,3.0070079794652163,5.065207549907731,1.4522959873227745,Iris-versicolor
+47,6.225037360666326,2.317795482871704,3.946333855100873,1.3319982674500008,Iris-versicolor
+48,6.065076751938648,3.1338500441856767,4.52463546689092,2.2356240626983785,Iris-virginica
+49,6.58809970800715,3.1161812621250635,6.051291790992684,1.792884712757007,Iris-virginica
+50,6.5027973020370995,3.2176532842672225,4.98737100690857,1.4414017833273043,Iris-versicolor
+51,6.489512657834348,3.3824033901760213,5.9291911838102,2.1553204466315092,Iris-virginica
+52,4.739283012694187,3.190950218455277,1.7343346909378987,0.2559724252245551,Iris-setosa
+53,5.9972104563989435,4.280849765912977,1.5536708921645705,0.4252826504683025,Iris-setosa
+54,5.406452423067007,3.153245997436631,4.878995093220177,1.4372977596888306,Iris-versicolor
+55,4.630259833299123,2.908926256052189,1.4596023577102555,0.3040760688113237,Iris-setosa
+56,5.385089234417232,3.0081591097703937,4.143748059913556,1.2510452384217638,Iris-versicolor
+57,6.233823648274247,3.080187543038158,5.204018675130088,2.1734744140577638,Iris-virginica
+58,5.403314441591208,3.826933562614645,1.5094636275742535,0.30291747936437874,Iris-setosa
+59,5.092322249179729,3.439392786616094,1.681169611730787,0.268003841112939,Iris-setosa
+60,6.889831985848814,3.1499151311083535,4.940310915364123,1.426638289659729,Iris-versicolor
+61,5.014566106351125,3.622418147487782,1.4270653339951682,0.31494752906301493,Iris-setosa
+62,7.514828858029412,2.6675313132373906,6.412564958762547,2.102406253901411,Iris-virginica
+63,5.011404556580549,3.2926065429448768,1.7884445131165605,0.18454946861147448,Iris-setosa
+64,4.689423450068059,3.0669177543976245,1.5781799831981962,0.15409412636301148,Iris-setosa
+65,4.595760471862922,3.1171070071521316,1.5147924792074363,0.20765315192046202,Iris-setosa
+66,7.0628320631412596,3.3529899390983675,5.939098924155147,2.414844386477688,Iris-virginica
+67,5.884840590933548,3.9368149225505857,1.7520654064628418,0.23235220245643767,Iris-setosa
+68,5.197530746638526,2.838097012504,4.48623717020721,1.103219158153756,Iris-versicolor
+69,6.490353266527556,2.7317538936642385,4.84693296757463,1.900820030560934,Iris-virginica
+70,6.8332757881656505,3.182973743282306,5.39173132787481,2.6929017891113656,Iris-virginica
+71,5.87536142106002,2.7696619730383505,4.41248664386401,1.122291222128089,Iris-versicolor
+72,4.844225532781413,2.930963094975563,1.5043546650196704,0.252260597669725,Iris-setosa
+73,6.010042228051368,3.213000370450463,4.589506014140752,1.648183271974597,Iris-versicolor
+74,5.858378782693395,2.9706558504828275,4.506794908504771,1.4865402185292271,Iris-versicolor
+75,4.844801579993948,3.0808504141396815,1.336877353244865,1.3547919065878662,Iris-versicolor
+76,5.441863489784937,2.6609818946826795,5.155461581450022,1.6777973826025459,Iris-virginica
+77,5.217257728096618,3.5767453277670516,1.3766939873885875,0.2826403085800322,Iris-setosa
+78,4.990217564760165,3.074265764752758,1.8537835551944477,0.19256227999727804,Iris-setosa
+79,7.2306826852781425,3.4206864296886645,6.139064429830156,2.350298438917358,Iris-virginica
+80,6.473070397476146,3.2243430935410697,5.783397930928126,2.2876992750481566,Iris-virginica
+81,5.138335005723293,3.63924033636288,1.7649078091636268,0.29708950102251147,Iris-setosa
+82,5.233971887054916,3.083609014512514,4.962771006566675,1.4472611753464872,Iris-virginica
+83,6.126112057047294,3.0066706951229674,5.44730741987486,1.8878436047549632,Iris-virginica
+84,4.736506399253749,3.3037018488369525,1.479936435827431,0.21716297690467784,Iris-setosa
+85,7.13796168971739,2.538657610728249,4.541529053536963,1.5086455487311368,Iris-versicolor
+86,5.064098228462077,3.324057783632666,1.350457222703943,0.27988596650922554,Iris-setosa
+87,4.860915811831687,3.500344394883456,1.4845384710992071,1.793021097357901,Iris-setosa
+88,6.454209598271833,2.6004973659751753,5.1870441872043065,1.648529791560438,Iris-virginica
+89,5.007686208335522,3.3720677190230783,1.386854062788895,0.16394590147416524,Iris-setosa
+90,6.1484082864729706,3.286665334695935,4.747953778584867,1.4514793321084718,Iris-versicolor
+91,5.160030511383102,3.2067161464361424,1.6372726441286993,0.36303207189992565,Iris-setosa
+92,5.860024275864434,2.6675411423135964,3.7412995114986387,1.2374376414746426,Iris-versicolor
+93,4.9309759556490524,3.1096276786538004,1.566970028525813,1.3255991518917862,Iris-setosa
+94,5.35620486253995,3.216222034923924,1.3368408263103126,0.1726180617397085,Iris-setosa
+95,5.5245867159347775,2.9873093955306635,5.004011741801009,2.10676333329934,Iris-virginica
+96,5.431369083016975,2.741348323283698,3.866874502463617,1.2183548063204532,Iris-versicolor
+97,6.610256674841755,2.655600273850445,5.558736234505374,2.163885206965226,Iris-virginica
+98,4.8805090188080165,3.4112979611506744,1.554025430913834,0.11285768059855053,Iris-setosa
+99,6.525519208691608,2.5156800526319127,4.444137471626715,1.2178203129219949,Iris-versicolor
+100,6.251848795587818,3.113265273233955,4.474825115821859,1.664406004174399,Iris-virginica
+101,5.276668052325349,2.4235988690159704,3.7018931015486167,1.2180929072113431,Iris-versicolor
+102,4.939410540372242,3.0248362999551213,1.3990816865360363,0.3806307232841196,Iris-setosa
+103,4.8531326700025,3.051469549730271,1.6028033343513348,0.3206132207874353,Iris-setosa
+104,6.456384030586813,3.070457343445126,4.626708817576709,1.5765895467466848,Iris-versicolor
+105,6.088497478507986,3.2165108556472872,5.066116364198983,1.9321037216675752,Iris-virginica
+106,6.024833329381882,3.424358333159465,5.339589358158802,1.9772912958704443,Iris-virginica
+107,6.4496752677982325,2.9270485287185193,5.637754132053361,1.9787328892709235,Iris-virginica
+108,6.194356190085706,3.1260435573911782,4.656937943121372,1.700434761336014,Iris-versicolor
+109,4.884152984695179,3.3715076284349594,1.3881025027112222,0.09563641083275551,Iris-setosa
+110,7.355662380196966,2.8950391773559083,5.711519151614599,1.8399619541626477,Iris-virginica
+111,6.307951164157058,3.3430929183106346,4.89974284555457,1.5430405634842237,Iris-versicolor
+112,6.596291360823344,3.761018473202744,5.597353119482398,2.481309401098203,Iris-virginica
+113,5.475396775833363,2.9264078274212255,5.088876452696159,1.7930442219052452,Iris-virginica
+114,6.215788926995301,2.867503500294708,4.7003197062623805,1.555548377941203,Iris-versicolor
+115,6.40130260250367,3.0444358846173922,4.696439084999631,1.3821818113415334,Iris-versicolor
+116,5.309436410499283,3.1511065846790034,1.3695758659468689,0.13631600054305892,Iris-setosa
+117,6.167550492484765,2.914322339522921,4.914522160887309,1.9285826099234278,Iris-virginica
+118,6.895911679738786,3.158341131844447,5.8799403839372975,2.4783944248395127,Iris-virginica
+119,5.1383315282214355,3.729346974383757,1.2956877030984393,0.1956856933351192,Iris-setosa
diff --git a/iris/tvae/4/4/test.csv b/iris/tvae/4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/4/train.csv b/iris/tvae/4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/4/val.csv b/iris/tvae/4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/5/synth.csv b/iris/tvae/4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..caec505908814c8e80bde099bd375955a1112c97
--- /dev/null
+++ b/iris/tvae/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.220918178270529,3.348435735716525,4.692904936784398,1.6871918949254374,Iris-versicolor
+1,6.431514765960173,3.2990412884358076,5.469608692600889,2.116476175167243,Iris-virginica
+2,5.893898799698141,3.878105561118818,1.62147576622258,0.44554006512972644,Iris-setosa
+3,6.2569292973748105,3.0292494416683655,4.491888609060649,1.6535978301468504,Iris-versicolor
+4,5.118050371754434,3.15201538868418,1.4751806081215117,0.23284729267800036,Iris-setosa
+5,5.786106808276479,2.6162895677168767,5.320040866225981,2.5702760247227436,Iris-virginica
+6,5.685330006982728,2.971516238085336,4.099597741151938,1.4309685276619346,Iris-versicolor
+7,6.227250554528625,2.7967120413960846,4.52685439588557,1.2734282955361786,Iris-versicolor
+8,5.786762253137223,2.6782621558158324,4.212586466835388,1.2118657348396156,Iris-versicolor
+9,5.861063284106805,3.176984216144436,4.744326427280738,1.4331201575586632,Iris-versicolor
+10,6.54123999331269,2.639074289774042,5.64810718272761,1.6819926862203782,Iris-virginica
+11,6.100317324676488,2.735914733077852,5.292514083679039,1.701412177517966,Iris-virginica
+12,5.485125484225209,3.4330644954724465,1.5864047558421865,0.3946446232617691,Iris-setosa
+13,6.793449557369997,2.8464528159587292,5.040290737163681,1.31772909602519,Iris-versicolor
+14,6.5508322165477075,3.08211746031869,6.143366192980868,2.2343000580696826,Iris-virginica
+15,5.514971905765955,4.023075751289642,1.7958109405405174,0.5251884383220375,Iris-setosa
+16,6.586962729270277,3.0140561327049933,4.447050114784435,1.1858512232884697,Iris-versicolor
+17,6.215382970207676,2.969642977812227,4.682491091625782,1.6179236855709107,Iris-versicolor
+18,4.854503690526136,3.412062829594882,1.3668232020066693,0.1925391520723011,Iris-setosa
+19,6.9878827533754215,2.891385644529523,4.491407328711679,1.1696849758902912,Iris-versicolor
+20,5.83254304578665,4.432539488523062,1.7249279582453965,0.37441226565977836,Iris-setosa
+21,6.5339290528967435,3.409013539218103,5.618047806292073,2.4108189753605074,Iris-virginica
+22,4.853828520501193,3.3590710816201867,1.5878309929097496,0.1930761110344114,Iris-setosa
+23,5.990961849746401,2.8656019803449655,4.701123755476199,1.934910937549565,Iris-virginica
+24,4.655933124080632,2.1881425041858273,1.1458300358088158,0.3779050247427411,Iris-setosa
+25,4.477055159376459,2.261638210807438,1.2488353853646128,0.27541476866844167,Iris-setosa
+26,5.776202145984442,2.821202123116301,4.458644995593117,1.4004439204545005,Iris-versicolor
+27,4.963929026028703,3.316572567099194,1.6768485604249472,0.1616262947671375,Iris-setosa
+28,5.072857065674572,3.2832574983357565,1.508534591282815,0.1145619417744767,Iris-setosa
+29,6.334385851854017,2.97552752207196,4.698072607596308,1.4483421037630124,Iris-versicolor
+30,4.942992489356314,3.866931138099205,1.2539533079506078,0.3567783635127049,Iris-setosa
+31,5.318969456595887,2.6980325029852317,5.396853339526465,1.65930449959677,Iris-virginica
+32,5.494654916705768,3.4196498984323176,1.343883603485388,0.3577853433887132,Iris-setosa
+33,5.371078618509376,2.611489753161398,5.154040012263713,1.9974443117818597,Iris-virginica
+34,5.9994974626521795,3.1573644582828506,4.989223834987616,1.2540643125030795,Iris-versicolor
+35,6.553983016198949,3.0642741403085103,5.043538093347433,2.000498856541542,Iris-virginica
+36,5.294983004404372,4.015059609017923,1.6103901829668306,0.4529521276853874,Iris-setosa
+37,5.598794243261678,2.590362596866859,5.246731302908097,1.8678935872134865,Iris-virginica
+38,6.216231506154199,2.296526344261871,4.4644576789053785,1.3862273269252603,Iris-versicolor
+39,7.318764751458673,2.9250604485091034,5.664812660677821,2.0987644842328117,Iris-virginica
+40,4.962825956427533,2.996816573151458,1.4700685136794807,0.1536624865205738,Iris-setosa
+41,6.199504945121843,3.0742343265725918,4.2876346029432195,1.7672383736909973,Iris-versicolor
+42,4.932973071951033,3.2575490728180556,1.491478015268716,0.2107777585040954,Iris-setosa
+43,5.116076609515099,3.285888440344172,5.124794151572157,1.4517662613621372,Iris-versicolor
+44,5.719502751174614,4.055896258600138,1.4696465510598773,0.4595774567257041,Iris-setosa
+45,6.565934107823813,2.6535125491601583,4.600443430889466,1.258943754373002,Iris-versicolor
+46,6.4035921920365935,2.4918746522323203,4.0396794907468445,1.2112511310882983,Iris-versicolor
+47,5.808956720465746,2.77917607862239,4.242397198268089,1.0889243265780622,Iris-versicolor
+48,6.295885444704123,2.9294955517135413,4.59181565836717,1.9305905357468454,Iris-virginica
+49,5.654504309779108,3.6381765770513947,1.740320576690768,0.2887272473934407,Iris-setosa
+50,5.917814673825943,3.025765341947767,4.471279259271234,1.4439190082049083,Iris-versicolor
+51,5.604156826042224,2.6867027413646714,4.193424016952381,1.1643718451341631,Iris-versicolor
+52,5.502625759625676,2.5403664214936423,3.6007756386222827,0.9301597243021278,Iris-versicolor
+53,4.68109497534106,3.089553519806081,1.316589631335947,0.09156310271371376,Iris-setosa
+54,5.351965178474513,3.9527170250733152,1.7973200463404448,0.3942093931140452,Iris-setosa
+55,7.181903341307915,3.628607588407976,5.489391966952168,2.0903523417863665,Iris-virginica
+56,6.163231023370645,2.996741053067352,5.093274700166095,2.0095596522693286,Iris-virginica
+57,5.93260183819098,2.187564297251946,3.8907891145212976,1.2749216886900163,Iris-versicolor
+58,5.24778084181286,3.568016641818722,1.565727182876699,0.3609405904090509,Iris-setosa
+59,5.157915701813046,3.235671300015767,1.5030265357175643,0.3117829526121027,Iris-setosa
+60,6.05762553355871,3.181498879888578,5.230268553802492,2.4942437755406486,Iris-virginica
+61,5.826362508158309,3.7982519013557647,1.9034423326154868,0.2069350618539355,Iris-setosa
+62,5.324329072221278,2.1241333328539023,3.760919785442865,1.1785389116036873,Iris-versicolor
+63,4.844855251419288,3.2247658648727078,1.5923212563306468,0.2833192915203665,Iris-setosa
+64,5.1804611109325345,3.1949066061078897,1.398223482641555,0.20515250443108762,Iris-setosa
+65,5.28936784867486,2.6678623197954368,5.266285393620812,1.7451333213803262,Iris-virginica
+66,5.7798411304766715,2.8282475114275347,5.104739835690561,1.4752290650857525,Iris-versicolor
+67,4.910533993075599,3.3988137557146048,1.2765505721027615,0.32053212098011286,Iris-setosa
+68,5.5310656224431805,2.6999071348264776,4.731020619813941,2.040789605428191,Iris-virginica
+69,4.8271892318109515,3.119951933481285,1.6267162039960494,0.27778535734611276,Iris-setosa
+70,6.684375477947603,3.037049800203099,6.022503266275039,1.8075361699971717,Iris-virginica
+71,6.431436590695047,3.4106597044377986,4.879848491879937,1.384760514666406,Iris-versicolor
+72,5.5853502860759345,3.634507629589629,1.5259832979536547,0.22513978703634913,Iris-setosa
+73,5.057954797592261,3.5302396853961007,1.6442229878930603,0.12775601210052165,Iris-setosa
+74,5.394914676167591,2.826633197624953,4.342166871421349,1.3915855738265814,Iris-versicolor
+75,5.338114809411024,2.3417956144419847,3.7268460930707668,1.515130379574686,Iris-versicolor
+76,5.257141985868628,3.4960979913764296,1.795237010213953,0.15968765027257742,Iris-setosa
+77,6.6190219263296175,2.8620359028846916,5.616231635274593,2.168378731097425,Iris-virginica
+78,5.163800731152237,3.6833638438371614,1.389320106121783,0.37312518977709297,Iris-setosa
+79,6.269676503952895,3.0584580660162803,5.021216892965483,1.897826012243984,Iris-virginica
+80,6.76171157121907,2.74054307454548,5.094993894141998,1.7808868325715477,Iris-virginica
+81,5.363391838187939,3.513005534677853,1.441143078434801,0.23629259697629046,Iris-setosa
+82,6.009283959456519,3.6774212825056702,1.489502458936906,0.2868624729111882,Iris-setosa
+83,6.277114389058587,2.6511425507108544,4.964704260183288,1.9734912618038432,Iris-virginica
+84,7.245996183483897,3.0072447385866807,5.070178557757005,2.145570582129592,Iris-virginica
+85,6.651883241619416,2.964925075210076,5.101299939879541,2.1303665066222894,Iris-virginica
+86,5.7052360941791544,4.066892598067186,1.7551294119109362,0.2698649566398948,Iris-setosa
+87,6.4891185382240355,2.806994693301534,5.032852263132232,1.6777173259957168,Iris-virginica
+88,5.074908714298069,3.2714403453527106,1.5128645368739417,0.5004726073474622,Iris-setosa
+89,6.007088686004802,3.3078732434877436,4.295462468316579,1.5025435737851771,Iris-versicolor
+90,5.620304696698131,2.597221268581713,5.412705157934088,2.274059081749579,Iris-virginica
+91,5.960593395058719,3.0132109077755063,4.576137819051053,1.220133917567295,Iris-versicolor
+92,7.3953016733076815,3.473319207168716,6.155699818169783,2.665914271342706,Iris-virginica
+93,6.487182518219569,3.0058112561133683,5.21367989544737,1.4113154598326798,Iris-versicolor
+94,4.7679612345872044,3.099917968856599,1.4405339512146165,0.12616812941386324,Iris-setosa
+95,5.815474055501196,2.9012552221240737,4.890791301370922,1.255701698106796,Iris-versicolor
+96,5.104930258668421,3.1964064287957257,1.6023677871879045,0.4629169274560488,Iris-setosa
+97,6.288939751947513,2.9711604424313722,5.4099883874850425,1.8503483924353743,Iris-virginica
+98,5.76729283109171,2.2122789071732094,3.6260716819585244,0.9297874255621772,Iris-versicolor
+99,5.919338624303477,3.4262234340264253,1.4065766566161035,0.26523941926094247,Iris-setosa
+100,5.261331541077553,3.3103406141028517,1.6630282256852067,0.23756471158755035,Iris-setosa
+101,4.692753756359878,2.7993279703108724,1.244393107176085,0.16142171695941693,Iris-setosa
+102,4.592487522757843,3.54123271562573,1.3536758821144586,0.28811808377956577,Iris-setosa
+103,6.725018924081318,3.194713949357387,4.431581416298288,1.2943034241505504,Iris-versicolor
+104,5.1902180750986115,3.3026695686718646,1.5239365394804558,0.447300878126477,Iris-setosa
+105,6.8091702546239565,2.998933499629437,4.722785103629911,1.46930416071061,Iris-versicolor
+106,5.137992023774381,3.338723946156876,1.4035282112052934,0.5601825946888805,Iris-setosa
+107,6.504817615500573,3.04131189540367,4.717869279391416,0.9872640544464125,Iris-versicolor
+108,5.1128798152233,3.939210897282864,1.4414711890749488,0.31902219173998925,Iris-setosa
+109,5.846588812799128,3.8303982945645867,1.7211535603419321,0.2854668607937741,Iris-setosa
+110,5.589624782807585,2.709107825835864,4.16262649190884,1.4904825843004772,Iris-versicolor
+111,4.800007531979221,3.060611450218583,1.5815754334317036,0.1092288280691763,Iris-setosa
+112,6.394983990802452,3.1614285899534056,5.393717065181706,1.86527188720381,Iris-versicolor
+113,5.865841057450655,2.74418782012409,6.260967497392704,1.8804662899295161,Iris-virginica
+114,4.703684780038888,3.3523485059678277,1.4285407045460183,0.3197972178536564,Iris-setosa
+115,5.202150274221719,2.6633666151507995,4.4853487743816505,1.5207510433766562,Iris-versicolor
+116,5.648104771921898,2.2819383153789037,4.0497548260305,1.0767989827141777,Iris-versicolor
+117,5.271123468204448,3.394965357502554,1.501641317563512,0.3644428512107896,Iris-setosa
+118,5.570939693761031,2.3917072463190934,4.060802937101353,1.0117777178659813,Iris-versicolor
+119,4.5804192361739515,2.5360749016537025,1.314211205414797,0.21965022906828285,Iris-setosa
diff --git a/iris/tvae/4/5/test.csv b/iris/tvae/4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/5/train.csv b/iris/tvae/4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/5/val.csv b/iris/tvae/4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/6/synth.csv b/iris/tvae/4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f4520e166ced415ec5fbc74c736cf0035f4ac97
--- /dev/null
+++ b/iris/tvae/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.095778018597551,3.2124866269290884,1.4673250825102397,0.25286643267199893,Iris-setosa
+1,5.176850554259081,3.445107832018579,1.4154840282422723,0.22037181383761406,Iris-setosa
+2,6.014624062161716,2.6455052583831455,5.247652541008041,2.8220861082959727,Iris-virginica
+3,4.957790006354289,3.4712613388617313,1.5344495846963262,0.30503401887550297,Iris-setosa
+4,5.250101909197216,2.5541217100671076,4.227633063250546,0.9232432794327965,Iris-versicolor
+5,6.018910966652716,2.770196610850512,4.355114288310001,1.375977793940048,Iris-versicolor
+6,5.35634442661031,3.6172626417127067,1.3717734746756323,0.3288409370194221,Iris-setosa
+7,4.78393580633672,3.4201439173900297,1.3814034795164125,0.338820833237141,Iris-setosa
+8,5.79100039163251,2.7708684525312077,5.135564059272154,1.8149606802395988,Iris-virginica
+9,6.52957768588779,3.0502002285562746,5.492624647370377,1.8912735287515865,Iris-virginica
+10,7.355891114545625,3.3478287473704835,5.900051293033185,2.313370090403225,Iris-virginica
+11,5.266461965347055,3.481355149665757,1.5643632516217718,0.3788493858624298,Iris-setosa
+12,4.5910895914290215,2.886634724204511,1.7435826033979096,0.1637410574545055,Iris-setosa
+13,6.015815301078773,2.7460435915809254,4.178135895194497,1.3552950291271832,Iris-versicolor
+14,6.055284466157214,3.1453899193252037,4.608444910886431,1.8633443017691451,Iris-virginica
+15,5.181846057349594,3.47273954693643,1.5164398247607656,0.5491415223316223,Iris-setosa
+16,5.166857426064456,3.3179140172913164,1.7937314878136,0.6175202109683717,Iris-setosa
+17,6.884466543624843,2.6942584814635886,6.379006420823455,1.82421330066192,Iris-virginica
+18,6.325252627138454,3.17555256294097,5.517278694245963,1.9122526971877005,Iris-virginica
+19,5.24936628289156,1.7808804058260768,3.6116524546775532,1.0114298185677582,Iris-versicolor
+20,4.505560410958126,2.96333619597922,1.524901149373484,0.24067359764413607,Iris-setosa
+21,6.519684617624441,3.115268282567333,4.579848557742009,1.6096077538615114,Iris-versicolor
+22,5.907244536272833,2.5011253089456638,5.041117247600598,1.9645561798177362,Iris-virginica
+23,6.542880768746475,2.9942815644085923,4.513915142682179,1.319213543479767,Iris-versicolor
+24,5.676795327751149,2.612918732709938,5.008246333578809,1.4122607033889047,Iris-virginica
+25,5.8255665563526655,3.0775068757173214,5.285568729734872,1.7145896479561613,Iris-virginica
+26,5.3064637793626765,3.0695434025326005,1.4668859369352825,0.28313832940379136,Iris-setosa
+27,4.935097462599295,3.3661511895117626,1.5161234317486576,0.14905615825387258,Iris-setosa
+28,4.998133296184067,3.995195737550633,1.4900194464416274,0.3231369762893898,Iris-setosa
+29,6.873849800531454,3.2807427824358952,5.542014120271227,2.4771496616472706,Iris-virginica
+30,6.119443470692057,2.650455731094728,4.98656633667218,1.512458500689839,Iris-virginica
+31,4.75627113553879,3.091144550063843,1.6880250106984405,0.061790867751298634,Iris-setosa
+32,5.155757523686258,3.5834840769572986,1.5925790971470422,0.03893105153760093,Iris-setosa
+33,6.284823739169929,2.6382957021162188,4.317166675576553,1.3696435584656061,Iris-versicolor
+34,6.090369520951632,3.1805920744957965,5.216827474133219,1.9113451811625661,Iris-virginica
+35,5.180117134236507,2.1874140044459063,3.9281359166444356,1.219226777873031,Iris-versicolor
+36,5.316083388449905,2.607941646763804,3.877744830611195,1.0159987242772348,Iris-versicolor
+37,4.936337567133104,3.4923525821656236,1.7706658209237391,0.2257904409246999,Iris-setosa
+38,5.436388291509445,2.6362220350022203,3.9579377707865206,0.984532580441992,Iris-versicolor
+39,6.161856892322271,3.118697724942161,4.814399194441783,1.5344528653032876,Iris-versicolor
+40,5.764852840228917,3.0306079845072564,4.752433701559753,1.5169481505932518,Iris-versicolor
+41,5.59456198648598,2.256064418861162,3.9058484035896055,1.1728209262823635,Iris-versicolor
+42,5.843496168074266,2.5362138928574067,6.226492355885189,2.4511972188264286,Iris-virginica
+43,6.382503190222619,3.1314000140666773,4.705189759861031,1.2795515682136491,Iris-versicolor
+44,4.509814467404151,3.0135628145192754,1.703443999736793,0.14321690486008587,Iris-setosa
+45,4.904501541312748,3.365060936518605,4.695271261318444,1.7524095974818785,Iris-setosa
+46,4.700158786356454,2.7606079261505743,1.1067474855479615,0.29903140316407345,Iris-setosa
+47,5.966990560658843,2.8888707928058355,5.494931321604796,1.760738703879484,Iris-virginica
+48,5.019197411484286,3.196615628390502,4.9965131152238556,1.615413874937347,Iris-setosa
+49,5.039799513094696,3.3420146706780427,1.6403034320581416,0.39599156253196033,Iris-setosa
+50,5.1013869790725686,3.2295447463692817,1.6396496021667306,0.31228913486041093,Iris-setosa
+51,4.953606920436632,3.2326578088384377,1.3082271679129647,0.15550713556164897,Iris-setosa
+52,5.935867055580724,3.2656752372481606,4.974825981682345,1.9700925443138873,Iris-virginica
+53,5.777293553442822,2.951836721376357,4.128977182314588,1.8280819671798239,Iris-versicolor
+54,4.868163733845119,3.3780890518661644,1.4668570257192852,0.210380768587269,Iris-setosa
+55,6.772714308890364,2.778846842117175,5.274227836360309,1.862919948492328,Iris-virginica
+56,5.26706101247207,3.5350889410550055,1.3322561019918404,0.44777584295913164,Iris-setosa
+57,6.2555235847187625,2.891204351202058,4.523869318772753,1.2649254765280133,Iris-versicolor
+58,6.355697128401966,2.945064273054471,4.39618726757996,1.561459323210092,Iris-versicolor
+59,5.7945863391110874,2.6992822116606607,4.601798817812145,1.5955331962801593,Iris-versicolor
+60,6.428295270317293,2.95885368096099,4.795144733983019,1.4108547488806535,Iris-virginica
+61,5.254675978022444,2.8739963265647797,5.258817522303378,1.8564537324724206,Iris-virginica
+62,6.06142747210074,3.281749920089942,4.984134918812942,1.7291870259299056,Iris-versicolor
+63,7.19637618643171,3.436622714303115,5.890908515522572,2.2442087881510613,Iris-virginica
+64,6.405658510672202,2.996445712291789,4.317407786878854,1.2379102545975336,Iris-versicolor
+65,5.872884406613718,3.1230151732358644,4.614918222437183,1.5581221805176773,Iris-virginica
+66,4.756607439396277,3.126980624356305,1.5150668591227594,0.3631021754126041,Iris-setosa
+67,5.320199387780632,3.8312380212624926,1.2950326107430639,0.3493718532977339,Iris-setosa
+68,5.155733142828369,3.5109535478022993,1.5394690776754596,0.3556687241683316,Iris-setosa
+69,5.775032713783247,3.073555082591526,4.586964347209076,1.2861612271769665,Iris-versicolor
+70,4.904517101844432,3.262248958527151,1.3095323663189802,0.2086148573860759,Iris-setosa
+71,5.250879960275519,3.8303669212548526,1.486365010532145,0.19233547407462145,Iris-setosa
+72,6.814168914101837,3.0520678813613684,5.491643119715795,1.9776904216024844,Iris-virginica
+73,6.488594231194281,3.2489296040482754,5.014782038518238,2.1732545907165672,Iris-virginica
+74,6.482373798599853,3.0893020406545877,5.350536922246889,2.081619539500667,Iris-virginica
+75,6.1373596734452365,2.8093617727293543,5.096097107710989,1.5150104418104278,Iris-virginica
+76,5.38681924455019,3.506725584552098,1.576359978015624,0.48888517784973845,Iris-setosa
+77,6.101358809566908,2.4041217659229623,5.539848198738943,1.6917301724021587,Iris-virginica
+78,4.603860457674554,3.173308244952552,1.5490288898354518,0.1771579006706649,Iris-setosa
+79,4.707251871310133,3.1979303371937227,1.4375991043244187,0.20335868426432324,Iris-setosa
+80,6.2629003003186465,3.920291268341702,1.4894869589322348,0.23977670371973767,Iris-setosa
+81,6.36741446024267,3.3507036020067544,5.213170630223131,1.538732947886906,Iris-versicolor
+82,4.550782029648429,3.1468453252210686,1.522360388562115,0.33281214164178435,Iris-setosa
+83,6.858058105970132,3.155209260611239,4.841159579137462,1.3742294120059038,Iris-versicolor
+84,5.180405098775609,3.425499641292696,1.5575116782658718,0.4609727905859307,Iris-setosa
+85,5.422201139669726,2.8347477081853683,3.9253211245557753,1.145175881212673,Iris-versicolor
+86,4.614966230274628,1.9152570474766866,2.8049787432150235,0.826526720910451,Iris-versicolor
+87,4.490635432929596,3.285585445522556,1.4525012550848957,0.32074414503697474,Iris-setosa
+88,7.3323683054250175,2.9158630729004984,5.745495554125165,1.8603085811481455,Iris-virginica
+89,6.487190997533976,3.009873401641926,4.9095959093568,1.5509833564161322,Iris-versicolor
+90,6.4795807752790955,2.9932786095572954,4.5018725450287755,1.549182819297143,Iris-versicolor
+91,6.005252755896634,2.8309883752067253,4.816583629640693,1.6592222031982415,Iris-virginica
+92,4.637923401162291,3.0737312350510195,1.7157885359239704,0.2766516892854565,Iris-setosa
+93,4.656871731119528,2.5774435951933388,1.2860126661959927,0.27290947955860567,Iris-setosa
+94,5.280405794509908,3.02918979800649,1.3969026669888682,1.5263411825652495,Iris-setosa
+95,7.731293072081723,2.6927467328471324,7.218479625428616,1.7933017643616738,Iris-virginica
+96,5.522030101275873,2.7949806027271866,4.594153513693466,1.3707157596747785,Iris-versicolor
+97,7.034041288200952,2.960372219938924,4.607288400318883,1.0472941355948215,Iris-versicolor
+98,5.766421419160479,2.972031221014039,4.701362421985222,1.6776793366704337,Iris-versicolor
+99,4.996825649492535,3.5368555929402703,1.7052642982511665,0.15295032652951307,Iris-setosa
+100,4.9741657791901135,3.543333134630825,1.6795553412784958,0.18996894343946136,Iris-setosa
+101,4.9466875337461955,3.1959871614141404,1.2057919885481623,0.22659060729560732,Iris-setosa
+102,6.643220001335372,2.6666729550854815,4.525460946302869,1.119763019838532,Iris-versicolor
+103,5.111477510630951,3.4888330990919982,1.5717364360528372,0.20936408660816277,Iris-setosa
+104,6.039306112434411,3.068070735096351,5.519370696230522,1.7432441778741905,Iris-virginica
+105,6.897399983860616,3.8963691411367014,1.5938266465718556,0.5076006552828731,Iris-setosa
+106,5.231574182147872,3.5734616378640163,1.4855493756533014,0.2405977319893428,Iris-setosa
+107,6.871292252205336,3.1558214880725823,6.362883232169194,2.4963204337585507,Iris-virginica
+108,6.490163611182977,2.7060347706391195,5.594456119082448,1.7613204067875075,Iris-virginica
+109,4.34103282853061,3.4381090998844446,1.1160178106080592,0.21495319734957816,Iris-setosa
+110,6.018754066624982,3.3260374075460883,4.928220558299651,1.6192213543599505,Iris-versicolor
+111,5.31096389324835,3.3915224708751612,1.4261168973048253,0.24499894865257116,Iris-setosa
+112,6.007213482582419,2.9254937624072803,4.758083870471586,1.496370167074861,Iris-versicolor
+113,4.1999330391376155,2.238000603271373,0.845994178637732,0.3823375653219092,Iris-setosa
+114,5.190544569610766,3.70366494639052,1.6282549297008182,0.3882987684462772,Iris-setosa
+115,6.487097298352592,2.7517297600255377,4.54577795587742,1.0575385860174875,Iris-versicolor
+116,5.0042332579210465,2.69129141311014,1.4959832950444074,0.21397648129516905,Iris-setosa
+117,5.378628202032042,2.3757839142821324,3.2462529691290607,0.849440087906719,Iris-versicolor
+118,6.100473141143046,2.8285739793111038,4.857078917831232,1.7761492587623104,Iris-virginica
+119,6.1354311221629,2.9296241539017016,4.805380154027968,1.8480101994485627,Iris-virginica
diff --git a/iris/tvae/4/6/test.csv b/iris/tvae/4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/6/train.csv b/iris/tvae/4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/6/val.csv b/iris/tvae/4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/7/synth.csv b/iris/tvae/4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c5e8d445108cfd01eec99c0e55da1f852477a36
--- /dev/null
+++ b/iris/tvae/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.566448582082018,3.1904690470683996,4.751607317222804,1.6014002251791175,Iris-versicolor
+1,5.148909255628969,3.381041698516583,1.269246586147594,0.3943037244752069,Iris-setosa
+2,6.786074325334594,2.8479345669966123,6.097180660339016,1.7932475410071858,Iris-virginica
+3,7.22165354186715,2.681228009431169,6.118000495778237,1.9525036084093799,Iris-virginica
+4,5.242076769751448,4.107979391788802,1.6292304791192225,0.254286480106282,Iris-setosa
+5,5.310320340122838,3.823678599637105,1.27787224639813,0.28954615236899633,Iris-setosa
+6,5.307644325864981,3.7782335751631466,1.6003752138776652,0.44974494970065326,Iris-setosa
+7,5.437075612141335,4.201505363693604,1.3923012202011833,0.4416919691460034,Iris-setosa
+8,4.858762151867454,2.9566561383502616,1.2912934162239784,0.10329255735264678,Iris-setosa
+9,6.14043788771329,3.1676336432247547,4.576067138098435,1.4348265537556797,Iris-virginica
+10,5.274582936479607,2.036129594542147,3.336642421790059,1.0986893577180026,Iris-versicolor
+11,6.34343103996848,2.687257664880626,4.360214311480563,1.0099104712720377,Iris-versicolor
+12,4.915898831886775,3.318073644975875,1.5021984480523498,0.21585910339298384,Iris-setosa
+13,5.012086512556797,2.55767999663463,3.817273983997203,1.5194669224305777,Iris-versicolor
+14,6.3263840101457,2.874119898099058,4.594764095581535,1.4019787801108894,Iris-versicolor
+15,4.769077029117048,2.9552590610495457,1.571818001975928,1.1555689896789254,Iris-setosa
+16,6.830973075330459,3.142417230519367,5.519001805696374,1.9173372349279323,Iris-virginica
+17,6.391561603543083,2.521875637632261,5.014785405287948,2.050821587927499,Iris-virginica
+18,6.579269797171859,2.5273050922768863,5.477711550890465,1.7593245727559492,Iris-virginica
+19,4.915735054879354,3.283638147687456,1.6864440687834072,0.48229577823931513,Iris-setosa
+20,7.097521428731843,2.76081880511389,5.108064917076655,1.7066541915910314,Iris-versicolor
+21,5.388195607660718,3.9090836053648843,1.6783941422700983,0.30857845032688497,Iris-setosa
+22,6.217512919957554,2.6532337722729538,4.679518115092205,1.742136972992332,Iris-virginica
+23,6.753456490078029,2.349320277970539,4.277939332924033,1.1402878191590733,Iris-versicolor
+24,5.280697281670464,3.7512027715211875,1.67126383245949,0.04026417474323865,Iris-setosa
+25,5.013838832951415,3.392010581114153,1.4582753981897545,0.07933531636583127,Iris-setosa
+26,6.612628957838277,3.0215974924758626,5.4453373897984845,2.092073001414807,Iris-virginica
+27,4.851902802183082,3.359422722397911,1.5447962603076955,0.25691017082622597,Iris-setosa
+28,6.380345958376492,3.1674134908012612,4.928062813082203,2.2168585741655846,Iris-virginica
+29,6.031708763325641,2.433519462061489,4.337921468996384,1.2970761202623158,Iris-versicolor
+30,4.780996933443983,3.501095979296128,1.4564175223523583,0.2492406583769024,Iris-setosa
+31,5.46984958415207,2.9903781326394574,1.6612818651497014,0.2645774637385239,Iris-setosa
+32,4.79462673047011,3.2968273250070816,1.5808197232005912,0.10145752659432514,Iris-setosa
+33,5.368672328994064,2.7132041622225374,4.025144047590117,1.2249548740536595,Iris-versicolor
+34,4.548868706501959,3.2899349626824765,1.538624429001975,0.09420828460372152,Iris-setosa
+35,6.339252167217719,2.8679451979480017,5.186334629589618,1.9248551003203256,Iris-virginica
+36,6.6692317223492665,3.3583250023914455,5.57238826484529,2.1884270874082237,Iris-virginica
+37,6.422831162503852,3.000447922026067,4.775161125194026,1.8730795490158532,Iris-virginica
+38,6.113041831232024,4.1193540144368805,1.3031726046550132,0.4863200748583173,Iris-setosa
+39,6.164203762172153,3.1663026551716587,4.789107873126051,1.5941541746804468,Iris-versicolor
+40,6.164914112175746,3.0740147653347054,4.534954673076548,1.3811674201061865,Iris-versicolor
+41,4.908170429510971,3.2687563474887695,1.2449740380790724,0.22726450417388247,Iris-setosa
+42,5.346491691280126,3.7421492365399778,1.2035444522707421,0.0899613202323861,Iris-setosa
+43,6.025564230546856,3.0019732405285784,4.766722066588389,1.7571802803282481,Iris-versicolor
+44,4.988189908969937,2.650542617881735,4.4030677851470665,1.370276980817299,Iris-versicolor
+45,5.546150263101621,3.1364430329131916,4.445366604784075,1.1330151345556811,Iris-versicolor
+46,6.344726880099342,2.6467763232440817,4.538248836934598,1.6097356324053242,Iris-versicolor
+47,5.370368807206294,3.4220292375069423,1.3806071808959846,0.14631870160460542,Iris-setosa
+48,4.824407910235021,2.8307520354603044,1.2260741264079138,0.24337940279795775,Iris-setosa
+49,6.02455079768853,3.81272998749591,1.6229412514046526,0.2643113774534794,Iris-setosa
+50,6.4927589239642485,3.0387207221891654,4.795657788415871,1.578130185994065,Iris-versicolor
+51,5.355401062317853,2.720352121913851,4.168965175271602,1.536627104308937,Iris-versicolor
+52,4.884910599927808,2.9568280861184633,1.598483941501401,0.16636482936598934,Iris-setosa
+53,6.234816567399579,3.332835945153551,4.526451337474436,1.2228462382698297,Iris-versicolor
+54,6.1556021718681135,2.8834348231717364,4.968112264767959,1.897619856198714,Iris-virginica
+55,6.002021384710846,3.1319604433839143,5.170967069359571,1.9582177850613975,Iris-virginica
+56,5.031311992032711,3.4132736074524055,1.8994062213621203,0.4534750513816329,Iris-setosa
+57,6.316792635890947,2.725200963779196,4.295061339950083,1.2103731337226826,Iris-versicolor
+58,6.477442526468868,2.8981664940831315,5.135306783870433,1.5925890795990996,Iris-versicolor
+59,6.667578300582887,3.1562900530298736,5.102575261633198,1.5592364104668592,Iris-virginica
+60,5.954929934221585,3.1140434601630003,5.042956305823527,1.80700955190547,Iris-virginica
+61,6.080063224602248,2.9886910100984054,4.782754446098561,1.3534216607172682,Iris-versicolor
+62,5.926420231943963,2.972668094742242,3.3936137889217495,1.5019116538793091,Iris-versicolor
+63,5.187277176840611,3.4120491344839756,1.5507514189377076,0.07382018119045342,Iris-setosa
+64,6.48526483883235,3.021186921286349,5.007480268773589,1.3875266755146787,Iris-versicolor
+65,4.923520160028611,3.009189135196761,1.4740231097090546,0.14113590176980334,Iris-setosa
+66,5.898881983765133,2.919833782715512,4.5513978805078725,1.1652228656957648,Iris-versicolor
+67,6.588719947247152,2.740644745337227,5.998214005952655,1.8776259790136427,Iris-virginica
+68,6.556092544329683,3.215157210187791,5.2006621749524,1.9641501927088032,Iris-virginica
+69,5.460502712987352,3.0420636708244264,4.024885461094723,1.2871210967745552,Iris-versicolor
+70,5.217037475253822,3.2653450839122304,1.4191457896795705,0.14147735162422526,Iris-setosa
+71,6.743220755118126,2.964498001792894,5.468037198013708,2.3154489610190954,Iris-virginica
+72,6.152063608603126,3.011930740087775,5.231507644424492,1.7415553775113537,Iris-virginica
+73,7.624594961421545,2.554099332363616,6.357993035330912,2.1304055020071595,Iris-virginica
+74,6.434362669628253,2.8339711518904016,4.296016439182333,1.5672454543596996,Iris-versicolor
+75,5.134382992059095,4.108467690744945,1.4441808800532094,0.28343076874507034,Iris-setosa
+76,6.40084042767318,2.8024331806875913,5.965164106373891,2.0838779945466923,Iris-virginica
+77,5.4846100991612,3.847672096139715,1.477277632355546,0.3408715555322581,Iris-setosa
+78,4.540123344683391,3.1156813274330815,1.3668690238364571,0.2400022195840256,Iris-setosa
+79,4.510193894711076,3.309481314646755,1.5309654544492195,0.11492580753289897,Iris-setosa
+80,5.397128473603755,2.347808469259683,3.246345443799519,1.0398371686318337,Iris-versicolor
+81,5.326247354822526,3.698704984778873,1.5151616180697156,0.3433850730754203,Iris-setosa
+82,5.077481696460708,3.112611085083635,1.3649157322018597,1.7584582912351063,Iris-setosa
+83,4.717015625256056,2.860521273837623,1.1900364014326907,1.230427511469448,Iris-setosa
+84,6.13716047530208,2.9943041246362867,5.199298212540022,2.1246959969952117,Iris-virginica
+85,5.89761546622801,2.373609507832572,3.952769664748482,1.0872376684796912,Iris-versicolor
+86,5.92531336380696,3.120142322404967,4.034642743284795,1.6169004732249352,Iris-versicolor
+87,5.911455855680083,3.5812641147433744,1.6673138726001968,0.2792867415973263,Iris-setosa
+88,6.410160312283094,2.932738601828548,5.238794960225672,2.185446173685021,Iris-virginica
+89,5.273637441068915,3.3295521918667736,1.435204876213949,-0.012182610171091457,Iris-setosa
+90,5.600614170775432,3.4971932621856165,1.4831053589814434,0.21691717855585468,Iris-setosa
+91,5.04620128937439,3.3346941649075346,1.5563488758412531,0.09375539414866754,Iris-setosa
+92,5.111571612738346,3.5860399096241213,1.436421024705243,0.24080189347216416,Iris-setosa
+93,6.400957830978956,3.0277798721691305,4.298746595253817,1.3244986562649537,Iris-versicolor
+94,5.724240251603909,3.1011569206361487,4.614645485876147,1.3490146771894573,Iris-versicolor
+95,4.937323410531061,3.071747444334564,1.247496276438299,1.522794233891902,Iris-setosa
+96,6.910552729839587,2.5789423919703123,4.433780792046998,1.6921681928963512,Iris-versicolor
+97,6.707062187367477,3.0077285524776225,4.247321154126576,0.9083984418916411,Iris-versicolor
+98,6.05163537966774,3.1710209157300975,4.75198552793368,1.5949454933243146,Iris-versicolor
+99,4.791280107290191,2.82218060105322,1.3768822719965141,0.3043330640059241,Iris-setosa
+100,4.856907942259837,3.3315725734006394,1.7738437829395057,0.18173591388986182,Iris-setosa
+101,6.957135654935771,3.1154323286260954,5.478443779959146,1.8962524374252177,Iris-virginica
+102,6.622956219985136,2.700346989807211,5.213326794677251,1.581592368118143,Iris-virginica
+103,4.9527836065083815,3.4588537460177093,1.4248720067793659,0.16992498395571703,Iris-setosa
+104,5.2194300723490255,3.1624986109365563,1.4238362618800318,2.184312867866725,Iris-setosa
+105,6.0287144187811945,2.9195279088329826,4.998875062962769,2.1769437162890224,Iris-virginica
+106,5.455508815223936,3.902667887749304,1.5325206654871635,0.2713171149223982,Iris-setosa
+107,5.023164055583062,3.1813813193927443,1.6186910587860934,0.09097285168649666,Iris-setosa
+108,6.750918397996048,2.9638444782030624,5.225671852374668,1.6307312568421506,Iris-versicolor
+109,4.89890498404742,3.3863831408596887,1.4138493910167138,0.12511639707845237,Iris-setosa
+110,4.685887981024829,3.0516306399233333,1.824062477363225,0.21642910571990787,Iris-setosa
+111,7.221255437651814,2.8360592790506507,6.580618682862789,1.9256048505488153,Iris-virginica
+112,4.772825325872737,3.0961084902754554,1.443724047809299,0.16514581538066692,Iris-setosa
+113,6.329864943257289,3.2185305266797894,4.249097339455174,1.6882213864465314,Iris-versicolor
+114,5.352828025699686,2.8415119434035656,4.3301737232001045,1.112453234218426,Iris-versicolor
+115,5.712910170673936,2.8280625291135633,4.178540547392303,1.4292601868863808,Iris-versicolor
+116,6.230193477653321,2.9053475334483454,4.349513534964337,1.9985327217818907,Iris-virginica
+117,6.415638577937769,3.204746088959383,5.5650214067859824,2.109288715940803,Iris-virginica
+118,4.890069084235422,3.5265503930869255,1.522646340202797,0.28994222048580626,Iris-setosa
+119,6.6824675780409315,2.747954841329538,4.7004677850054115,1.561571366019839,Iris-virginica
diff --git a/iris/tvae/4/7/test.csv b/iris/tvae/4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/7/train.csv b/iris/tvae/4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/7/val.csv b/iris/tvae/4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/8/synth.csv b/iris/tvae/4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73ef0a915c26be08ad17fe34873eebde2358adcb
--- /dev/null
+++ b/iris/tvae/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.684614528950478,2.3702294108725055,5.399806670154975,1.9221571797010597,Iris-virginica
+1,5.397046392972009,3.7976386381751834,1.6043700257338167,0.19977612385008348,Iris-setosa
+2,4.433053651094582,3.581713839878039,1.5893912203258314,0.21564594325579847,Iris-setosa
+3,5.1666836325836565,3.652872025362397,1.5172137748850323,0.46791491710803335,Iris-setosa
+4,4.442672407818034,3.613472045031682,1.479897657147297,0.2824213540189035,Iris-setosa
+5,5.410518123410509,3.2689392181862176,1.773871496446735,1.9222058447658636,Iris-setosa
+6,5.4179589021426455,3.4023817176252744,1.3688433318293567,0.2788852903604785,Iris-setosa
+7,6.098564135634618,2.581159890850262,3.9056759835944383,1.7224967232527306,Iris-versicolor
+8,5.964677132789335,2.840455235403953,4.45484989590574,1.5037268414857996,Iris-versicolor
+9,5.029502737281963,3.1913453920834676,1.4622128101819285,0.00028748210208590086,Iris-setosa
+10,4.878446526112764,3.19786636703671,1.5392438690810717,1.4011265614133117,Iris-setosa
+11,5.953673610197084,2.54751418314668,5.1205227736472425,2.3545706584274924,Iris-virginica
+12,5.4663667570313965,2.5483750199883515,4.484003270119743,2.0562608037970103,Iris-virginica
+13,5.638837660315131,3.2074517782471346,4.8570876739254185,1.2009818873925837,Iris-versicolor
+14,5.032963684815012,2.1517560377854883,4.446825586322568,1.6415072637984813,Iris-versicolor
+15,5.085092792605995,3.7572480403716058,1.3633862956104454,0.42257626630885936,Iris-setosa
+16,5.215059106460161,3.2882182873123558,1.6361974041782534,1.7438261719775396,Iris-setosa
+17,6.739123986260036,2.685265145770791,4.370989283676781,1.3665265824210833,Iris-versicolor
+18,4.735197212286261,2.9376193606652943,1.3625825180979363,0.24278723802055976,Iris-setosa
+19,6.416674342966888,2.7806064735323273,4.7327448787165824,1.9273486267655027,Iris-virginica
+20,5.062408822516449,3.137916437096915,4.984204483676003,1.4133213184425437,Iris-versicolor
+21,6.80070102611429,3.3538748085176397,5.5262147367948735,2.4117872270991696,Iris-virginica
+22,6.549929629770164,3.064469321592711,4.525301275578275,1.2058648042360969,Iris-versicolor
+23,6.7442413921218245,3.037883546313526,5.702940696314232,2.240669605247573,Iris-virginica
+24,4.9097894969312454,3.3381987742991592,1.3909427314838885,0.2033015662413263,Iris-setosa
+25,4.970554664404573,3.314137753974256,1.4731285027485606,0.030640660364201405,Iris-setosa
+26,6.274815399782006,2.2103501405975576,3.979816285669619,1.2149342650881847,Iris-versicolor
+27,6.249585354181407,3.036862061330157,5.321220597588768,1.9079055537742002,Iris-virginica
+28,6.704735821434889,2.6887640654012426,4.137965690895786,1.1733812438847686,Iris-versicolor
+29,6.311462122292126,2.297802073672689,5.2055915584371215,1.7287026129873513,Iris-virginica
+30,5.261702666600648,2.4994063702279763,3.742476535925306,1.234674278173146,Iris-versicolor
+31,5.032825811269949,3.1278769003234084,1.4225067405542884,0.17878551954011182,Iris-setosa
+32,6.144533449025029,3.139539224239795,5.044632370690614,1.308334937877521,Iris-versicolor
+33,5.32476821476457,3.33417702331988,1.6074716143098042,0.5257972699101561,Iris-setosa
+34,6.635172702923507,2.723694585296021,4.6924349568959824,1.6666738872311209,Iris-virginica
+35,6.05513627467632,3.124709206869283,4.939746290943161,1.3463313591135473,Iris-versicolor
+36,5.332285844299841,3.8734518714363064,1.6951358322094148,0.2784765720866982,Iris-setosa
+37,6.995692075261394,2.4414780715489077,5.929799729259501,1.7733110170461521,Iris-virginica
+38,6.073775028872408,3.1345230597479508,4.8110979575389745,1.478536724595431,Iris-versicolor
+39,5.60046632637132,2.635968856850069,5.954926283660296,2.174086927920924,Iris-virginica
+40,4.59780372962863,2.7275419578540965,1.3431643401762368,0.25625758254178854,Iris-setosa
+41,5.108977776276326,3.128325510964074,1.4556463876110752,0.3452760659899047,Iris-setosa
+42,6.79219836708873,2.8501686233237193,4.701971965228639,1.4282212476916132,Iris-versicolor
+43,6.456499351621452,3.4021648805872293,4.822455419085989,1.3206707356983345,Iris-versicolor
+44,5.202172617729216,3.6223287833143303,1.401136793647404,0.451761878766875,Iris-setosa
+45,6.311414565061864,3.212361940804399,4.635638156843628,1.6820371268323342,Iris-versicolor
+46,5.555690697113938,3.5631813113254163,1.7282392956911186,0.20730566636810815,Iris-setosa
+47,4.973746026142296,3.134664478970063,1.2729770779010214,1.4887579598330671,Iris-setosa
+48,4.638941385388782,3.357687918804028,1.2399914670237406,0.06277331073962086,Iris-setosa
+49,5.388908390237708,3.8141270517094705,1.5082574256293446,0.27097916624693036,Iris-setosa
+50,6.828508796880854,3.24911486609818,6.187502065741791,2.1944058194558647,Iris-virginica
+51,6.2482931995756985,3.189572942549912,5.71848376913963,2.273702738005188,Iris-virginica
+52,4.94968665391618,3.1036976138888384,1.4481249175429949,0.12737987313138552,Iris-setosa
+53,5.34679825724173,2.7810467916650903,5.520380564599591,2.0591089588925087,Iris-virginica
+54,7.305690547063101,3.020604477140222,5.769057675223115,2.181067967886563,Iris-virginica
+55,5.838774269980601,3.1436576230576567,4.552802258405205,1.2627080624435072,Iris-versicolor
+56,5.958363859171317,2.9421254682664197,4.687232209269968,1.4449493144385066,Iris-versicolor
+57,7.281760449412713,3.7248859622260344,6.579457069749403,2.1653796839117136,Iris-virginica
+58,4.923748889358377,3.2939224670310567,1.1879075572035727,0.33430049469812134,Iris-setosa
+59,6.94231872318797,3.1161295277783463,5.782005208427936,2.160939387764012,Iris-virginica
+60,7.025038755219469,2.4441683290826455,6.03093742495165,2.0068442066880134,Iris-virginica
+61,6.509101705778081,2.8102941776511035,4.142321959615607,1.1751979300461444,Iris-versicolor
+62,5.5034932692652365,3.9163819429109683,1.757179481816929,0.31754641995681393,Iris-setosa
+63,5.281717492072626,3.2769157735563224,1.7261199629182395,0.3534124880023505,Iris-setosa
+64,6.107781123980076,3.2238570236869593,4.973972407932339,2.3707506505032154,Iris-virginica
+65,6.275432148471776,3.3690982389195985,4.43241244002494,1.3768534870890434,Iris-versicolor
+66,7.669435905174785,4.0512752772645175,5.9331300174145545,2.51543976209303,Iris-virginica
+67,5.1642465930436945,3.804718715066178,1.4988861394412056,0.2849219193703542,Iris-setosa
+68,6.894705669416753,2.9875915352078164,4.569584831881847,1.6437248735010683,Iris-versicolor
+69,4.6506174880624815,2.76421006849584,1.2714807306495586,0.1285290261887454,Iris-setosa
+70,6.149931052942527,3.1103047385071307,4.182048311438173,1.7669285033831352,Iris-virginica
+71,5.320093293141555,3.3708396039432995,1.5240453862330132,0.2608170642446843,Iris-setosa
+72,7.384393182012504,3.3382418533973053,5.896165023129203,1.9359420724628846,Iris-virginica
+73,5.74319730468752,2.8136085080511384,4.413837944135393,1.4966844124404661,Iris-versicolor
+74,5.904050953669733,2.4706824626286723,4.652874308213955,1.0077080107991834,Iris-versicolor
+75,5.399008780744463,2.7311825104217005,5.556437194530424,1.5539502959359452,Iris-virginica
+76,4.914082451589255,2.7005988234303633,1.5743013589376595,0.2374408882293908,Iris-setosa
+77,5.073535885827646,3.951105605410142,1.362039003483451,0.08716411230968032,Iris-setosa
+78,5.4782886445122525,2.718027907934422,4.55672590112794,1.4994855367779116,Iris-versicolor
+79,6.379819260712973,2.800356379849778,4.872359519295749,1.4351357143295185,Iris-virginica
+80,5.460950210414249,2.7426332830273306,4.854141078350719,1.608181920247362,Iris-virginica
+81,6.25183453538125,2.9903030749099586,4.9914117007220264,1.965586256354642,Iris-versicolor
+82,5.466676452434426,3.7599497784711584,1.4401553078963274,0.6714273062955323,Iris-setosa
+83,5.898650309964363,4.007434494834734,1.4770557446422836,0.37370132477118934,Iris-setosa
+84,4.858365068967061,3.020879335341976,1.4848535045894136,0.10161342094846201,Iris-setosa
+85,4.743474547498132,2.886220680697692,1.4309577057532332,0.342395930032517,Iris-setosa
+86,6.278801116777951,2.8864136895655688,5.610308295638189,1.5569811082862572,Iris-virginica
+87,5.307040244927019,2.6722261886108867,4.442431292761771,1.5922836015008113,Iris-versicolor
+88,6.413553447706687,2.937979510573317,4.793486684323527,1.5140518170450343,Iris-virginica
+89,4.997023053992083,3.4411532890504786,1.5754967224911838,0.2092277465934866,Iris-setosa
+90,7.142910910538106,3.760548048869458,5.451856587255278,2.395950225118737,Iris-virginica
+91,4.6003174100184685,3.13427527067241,1.5802620507223257,0.11223447404352199,Iris-setosa
+92,5.886289089709657,2.680158229735018,5.4140195675742495,1.7829158489653922,Iris-virginica
+93,5.739164607487705,2.8661492334514778,4.418730478577121,1.4531428724037667,Iris-versicolor
+94,7.1150068449700825,2.9355101614812527,4.4842007783848175,1.4541063623938713,Iris-versicolor
+95,6.735117178557843,2.6334231933793237,4.040271884665621,1.1871209811566465,Iris-versicolor
+96,6.357258530919959,3.036513275057063,4.468031401159055,1.4184696788661184,Iris-versicolor
+97,6.72323664620653,3.2479746857858114,4.745093185485156,1.7121311262071433,Iris-versicolor
+98,6.172283839805598,3.2434740318534194,4.899436248489356,1.7760867587780014,Iris-versicolor
+99,5.199364218504248,3.585147244085432,1.4177765811926355,0.26058989259376086,Iris-setosa
+100,5.135135264813544,3.730280572743853,1.8291125729000712,0.19973176889824856,Iris-setosa
+101,6.780452755216158,2.6566398594293,5.689288911538042,1.9946078146815014,Iris-virginica
+102,5.966396555456266,3.0023838424428755,4.240715339210725,1.3204145538766805,Iris-versicolor
+103,6.687064682181955,2.9064120740556167,5.73571678826455,1.9914051145465588,Iris-virginica
+104,6.040647560241216,2.69478162854392,5.276231583410541,1.6039477351731664,Iris-virginica
+105,5.71495066317687,2.8255218334477625,4.733272661449096,1.3165749465396426,Iris-versicolor
+106,4.935399902434059,3.471364345445278,1.3970289081369138,0.26033316659334294,Iris-setosa
+107,5.015005364156574,3.5125163297088773,1.447017634718938,0.26347124574184105,Iris-setosa
+108,6.404301623836564,2.8808039130904457,5.202731014833328,2.150945928994336,Iris-virginica
+109,5.429099953426526,3.276522873696538,1.5951929880408047,0.3278583381992537,Iris-setosa
+110,6.7946690594492285,2.983218058478331,5.934733621193408,2.1581789318062037,Iris-virginica
+111,4.9420531269052494,3.1435250725205983,1.6220060785524975,0.2153083506175274,Iris-setosa
+112,5.30686123563535,3.048427194070055,1.413062516666719,0.3051674634866156,Iris-setosa
+113,6.408826166956217,2.9189982495645164,5.2756620657363245,1.7610675334644956,Iris-versicolor
+114,4.949096466284239,3.1235596358524873,1.4566397894686296,0.18711130640687212,Iris-setosa
+115,4.836738747321556,3.1585920894128163,1.353246803570811,0.18992316010019117,Iris-setosa
+116,7.556938921567115,3.629776223185457,6.403260451060193,2.5738068869382333,Iris-virginica
+117,6.72065001941251,2.923147557768016,5.745679308081717,2.321831884941737,Iris-virginica
+118,5.447230082664001,2.651064641823937,4.277013504573342,0.9047873490242154,Iris-versicolor
+119,4.854179453909743,3.389548237972851,1.6756860662883932,0.15274918807034493,Iris-setosa
diff --git a/iris/tvae/4/8/test.csv b/iris/tvae/4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/8/train.csv b/iris/tvae/4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/8/val.csv b/iris/tvae/4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/9/synth.csv b/iris/tvae/4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..571d9e85b63451a4296a20da0809773ab626cedc
--- /dev/null
+++ b/iris/tvae/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.128407930120657,2.673119033304738,5.134660375938508,1.8914204823874008,Iris-virginica
+1,4.9572009799430035,3.5382712579480082,1.5149265738103452,0.12424559494705828,Iris-setosa
+2,5.210440421494493,3.536888142578184,1.6320807405361941,0.15078552954259491,Iris-setosa
+3,5.38337330118074,3.454607302932337,1.3853821416077112,0.29891997397292436,Iris-setosa
+4,5.904187208496083,3.0130579387217664,4.484385903845939,1.6152454486549517,Iris-virginica
+5,4.804272137840169,3.3435961319336034,1.388450252927453,0.1924893056528713,Iris-setosa
+6,4.861847278366838,3.3129158941886567,1.4774143784796516,0.12207331557849874,Iris-setosa
+7,5.9426656292589835,3.4713113521981356,5.2778855742373185,1.9343225661036372,Iris-virginica
+8,5.114427628500748,3.3986308752826133,1.4023085457885553,0.34623658535045987,Iris-setosa
+9,6.383067060779741,3.1966923599485506,4.953100262065676,1.6261613379609963,Iris-versicolor
+10,4.8159545455343515,3.207042174177751,1.5795031990561765,0.13508094530413628,Iris-setosa
+11,6.3465773938001755,2.7149052429769562,4.553749873404324,1.3578612744172085,Iris-versicolor
+12,6.515199448384758,3.0205830038243753,5.760821016320755,2.2241844936023893,Iris-virginica
+13,6.6610588864219284,2.968345849587706,4.853240578983376,1.349913451739725,Iris-virginica
+14,7.094965563240114,3.0935890019049563,5.884322550731489,2.328702664259444,Iris-virginica
+15,6.047496761024006,3.109564861365064,4.329684710162617,1.4379082766038989,Iris-versicolor
+16,5.33390985973903,3.567186557735309,1.6590677834660845,0.22328187103600988,Iris-setosa
+17,6.500142395685616,2.89605109462878,4.939443505845119,1.7398376792542054,Iris-virginica
+18,6.544611993785572,2.843538538879163,4.480582017735439,1.6444160719706007,Iris-versicolor
+19,7.328664898759074,3.419881532405327,5.267182329272755,2.225907955858837,Iris-virginica
+20,6.326673809815345,3.0817407600027202,4.874115459837426,1.7290516604120785,Iris-virginica
+21,5.05621754820498,3.3015312535045958,1.5147952747227074,0.16654587088532768,Iris-setosa
+22,5.34361314526408,3.6848220358188533,1.8051121932162306,0.41779126617987683,Iris-setosa
+23,5.186867517404541,3.44156392712084,1.7091541677312372,0.35664815444091147,Iris-setosa
+24,5.1898470397024905,3.6812486313383763,1.3614613883504403,0.3685658648591898,Iris-setosa
+25,5.32639800202394,4.055562268004434,1.5584625393696716,0.3293323798088553,Iris-setosa
+26,5.745339308415226,2.74808098029846,4.962308745464492,1.6824977734291715,Iris-virginica
+27,5.219382633245585,3.3770428823154015,1.5892107193234752,0.3568171355946018,Iris-setosa
+28,4.626584544050843,3.1843708775201875,1.1966775855280467,0.28854241508395956,Iris-setosa
+29,5.737517699490123,3.302766921373787,4.671640892174703,1.386042755339743,Iris-versicolor
+30,6.0886690804676045,3.196105444004837,5.2071273549525685,2.3302750029099153,Iris-virginica
+31,6.722988993521665,2.802520600100699,4.1166737566759695,1.2613799935507173,Iris-versicolor
+32,6.8763428437464444,2.822062040352034,6.457884522453843,1.9774492275027782,Iris-virginica
+33,6.025610224586523,3.1043919334742665,4.670488416714605,1.5357044255354164,Iris-versicolor
+34,5.357151140213681,3.9175228300926266,1.8583600617719354,0.27177718472650336,Iris-setosa
+35,5.696356051040488,3.084677413455603,4.951650533772328,1.1619617499031778,Iris-versicolor
+36,5.278495619208116,3.5228180924622543,1.5880029844085646,0.3964492426996171,Iris-setosa
+37,7.163269646110434,2.997237950651713,4.811982491714239,1.5072343513093183,Iris-versicolor
+38,5.437046032091849,2.426869660053014,3.9362072829678154,1.37954292384433,Iris-versicolor
+39,6.570311264748207,3.224022126532441,5.516035199080387,1.979698456578502,Iris-virginica
+40,6.799983713856261,2.74982524691204,5.689746776691155,1.8457724402585287,Iris-virginica
+41,5.776450496432654,2.9964111875549873,4.55637726067048,1.2991974970885192,Iris-versicolor
+42,5.8763800920964675,2.9384658529941983,4.250822175595724,1.5206792153891109,Iris-versicolor
+43,5.297024374747419,3.4664490135840245,1.5478518027068966,0.4062745099681425,Iris-setosa
+44,5.820645643188964,2.8112691381534605,4.638060457280322,0.9278803892723567,Iris-versicolor
+45,5.254020392097273,2.701014363970165,5.385466737721475,2.046492600498542,Iris-virginica
+46,6.198497110500893,2.8092114805002124,4.578435933270059,1.3408053059457496,Iris-versicolor
+47,5.432994498348818,2.5712139254803996,3.7898284740406396,1.2882744215583248,Iris-versicolor
+48,6.130514482996699,3.264110548479366,5.228601477648318,2.2281120869376663,Iris-virginica
+49,6.460333289811792,2.6874544117317805,5.303160954455309,1.5702623863026135,Iris-virginica
+50,4.944318685531013,3.197613669209243,1.4249674641001213,0.3511118568716964,Iris-setosa
+51,5.348226606731121,3.8241881699327545,1.2339653146298466,0.26365353529496005,Iris-setosa
+52,6.94105090649456,3.605858108071735,6.029822553649849,2.4602165598063492,Iris-virginica
+53,4.873931450689129,2.8004319027634508,4.387617709858963,1.3843954174104776,Iris-versicolor
+54,5.66831532814223,2.899647559568432,4.928555762006804,2.2653715921283784,Iris-virginica
+55,6.126794283774218,2.909301669405486,4.909207815037285,1.510561323075636,Iris-versicolor
+56,4.583849824014809,2.878847616829476,1.3667706942786317,0.3099429787788422,Iris-setosa
+57,6.3223460365236015,2.5761710806766516,4.55043662524127,1.0707320678367358,Iris-versicolor
+58,5.363564457258981,3.350338932411158,1.7040117330565883,0.5111647222416004,Iris-setosa
+59,6.856536740791596,3.2055703120565093,5.681948777871526,2.127536175565883,Iris-virginica
+60,6.201820691873175,2.9218133520851315,4.171586375077609,1.4785227813019246,Iris-versicolor
+61,6.325206539614999,2.8797686939382308,4.770785225040554,1.3742478236905389,Iris-versicolor
+62,4.067807792539464,3.3606548514353354,1.4316570973431029,0.2725797664956071,Iris-setosa
+63,5.129192724587772,3.3248914169484203,1.649792087022821,0.4677061143146807,Iris-setosa
+64,5.220453273595854,3.7573782048665367,1.5699413661277362,0.28721404007813095,Iris-setosa
+65,5.863778163522697,1.994492476878682,3.7370603255516617,1.2217679602200853,Iris-versicolor
+66,5.088331845968797,3.107639518802805,1.793386066620192,0.22523818110678212,Iris-setosa
+67,5.191824796145685,3.5521571944036268,1.613715370738236,0.3457026415685235,Iris-setosa
+68,6.369398874941756,2.7142595981845465,4.796805027548592,1.4387353260975655,Iris-versicolor
+69,6.930114610493268,2.764502328700334,4.14128228988075,1.1184309554872687,Iris-versicolor
+70,5.406451428937242,2.631967616899583,5.782895778706283,2.1258936580740038,Iris-virginica
+71,5.096295560422328,3.8340495540803428,1.6493985510162443,0.2601104146416388,Iris-setosa
+72,5.093835958359378,3.080605161801471,1.4287327745608027,0.30098528585037276,Iris-setosa
+73,4.9065004129894,3.796566314640634,1.334575969142169,0.24447802673123714,Iris-setosa
+74,6.131554969865174,3.1269675092374767,4.514157008761943,1.7327615553976616,Iris-versicolor
+75,6.369196471936865,3.2852134361427554,4.862458103960515,1.5539179578829228,Iris-versicolor
+76,4.600852182803194,2.947809940020123,1.557436805444327,0.03375729555296905,Iris-setosa
+77,5.13516754568044,3.2625387312303245,1.5451035434579823,0.27394282663440656,Iris-setosa
+78,5.696118148585621,2.8426574810760576,3.9186240486285207,1.284546568767709,Iris-versicolor
+79,6.839506228374335,3.164968552733972,5.2401012607218584,2.3535555474507923,Iris-virginica
+80,4.70937675155584,2.7980348860081987,1.4197716034736796,0.2890312007965279,Iris-setosa
+81,6.378468359434537,3.2039322058474364,5.262202056117284,1.9231493852071277,Iris-virginica
+82,5.21655846889487,3.497959461163831,1.5135706272350478,0.24932914252962216,Iris-setosa
+83,5.283858268060463,3.3431437561899098,1.4889420322203628,0.4710178953677644,Iris-setosa
+84,6.728801993770417,2.7492518261419328,4.7253769401236205,1.4616657079250102,Iris-virginica
+85,6.413115926372476,3.2973946230605065,4.75136530528227,1.5775177928762756,Iris-versicolor
+86,5.871611030222158,3.147683065108691,4.484863016718538,0.9866900776211301,Iris-versicolor
+87,4.9450414929648625,3.5846068314794257,1.2947196970213835,0.2910106730577527,Iris-setosa
+88,7.552646948589054,2.8647339869968036,6.111410184031132,1.9950158919209442,Iris-virginica
+89,5.279923792689013,2.786765398559736,5.076239364570418,1.5826552664748468,Iris-virginica
+90,7.601091517237456,3.146900278613018,6.359298473494352,1.8766023977799826,Iris-virginica
+91,6.302870170393664,2.8015703260414457,5.472396397925966,2.2024845286417327,Iris-virginica
+92,5.526079571210141,3.5393414909580527,1.733252171427424,0.26196809533701815,Iris-setosa
+93,6.187147904202522,2.824128119404955,4.097254635074319,1.6002539187632603,Iris-versicolor
+94,5.384132892211078,2.8208505452279495,6.168312524986516,1.7619007606940762,Iris-virginica
+95,5.666203000478416,3.02529859428437,4.83906454544687,1.9119275621080176,Iris-virginica
+96,5.000516954475379,3.3100829482892,1.4676411859008456,0.28410034987103744,Iris-setosa
+97,5.123618653807934,3.55575871964636,1.6050951862196894,0.4711466600612142,Iris-setosa
+98,5.29141417198729,3.424644580795903,1.3126545418919933,0.28030657378236035,Iris-setosa
+99,5.3178416716427215,3.3620997456298523,1.5331864150449734,0.35268627642501627,Iris-setosa
+100,6.629358634739107,3.0135574037963306,4.795649444347634,1.7102589542879825,Iris-versicolor
+101,6.564249647689312,3.095801799953669,5.291022669276559,2.266423853850392,Iris-virginica
+102,5.140327813469981,3.1777890119886827,1.573826173765494,0.47769731415617755,Iris-setosa
+103,4.79660532653365,2.7945138153904203,1.2542945434564883,0.2736568077682069,Iris-setosa
+104,5.913416757334012,2.4355337405596433,4.129806819818545,1.1043792917321895,Iris-versicolor
+105,5.5560426666698275,2.6441114287916254,4.016780196005841,1.600053699097839,Iris-versicolor
+106,5.403942375218,3.588484084648508,1.6294788539773033,0.45594366954995,Iris-setosa
+107,6.016694164417237,3.0969762396536966,4.518779314876957,1.2667771150947278,Iris-versicolor
+108,5.107195490588655,3.5224632642014155,1.7680863893384424,0.23271692204915972,Iris-setosa
+109,6.126003084221934,2.9797776034475736,4.154309593468456,1.2007413966517435,Iris-versicolor
+110,6.719406340055626,3.1777321693592975,1.8415740688131264,0.6159293834242743,Iris-virginica
+111,6.009567540402274,3.5747776095620787,1.5174541773077335,0.48524956144246745,Iris-setosa
+112,5.322853341041376,3.65292130306715,1.7220061341932273,0.4205030890952746,Iris-setosa
+113,5.187749497130583,3.282066254231801,1.3009743453326696,1.2900095922865358,Iris-setosa
+114,6.734534217341421,3.088391444006176,4.6579486743742295,1.5352814433400017,Iris-versicolor
+115,6.376333286724334,3.04683267417436,4.638983717249128,1.3720010364780315,Iris-versicolor
+116,5.484889186765874,2.6416279144589536,5.827075216473601,2.2059039517915275,Iris-virginica
+117,4.862300311129293,3.2310650124166282,1.2998153923130136,0.08708386876775376,Iris-setosa
+118,5.483378178264298,3.0022116822128226,5.183310783865921,2.2700731754988435,Iris-virginica
+119,6.39918741952212,2.87346472327418,4.428318494845445,1.178414906095657,Iris-versicolor
diff --git a/iris/tvae/4/9/test.csv b/iris/tvae/4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/9/train.csv b/iris/tvae/4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/tvae/4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tvae/4/9/val.csv b/iris/tvae/4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/tvae/4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tvae/4/mlu_log.csv b/iris/tvae/4/mlu_log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8fae5b9834d72aa18790bbae20fae8a87e287bd2
--- /dev/null
+++ b/iris/tvae/4/mlu_log.csv
@@ -0,0 +1,965 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+tvae,0,19.662468910217285,,,,,,
+tvae,1,15.06373643875122,,,,,,
+tvae,2,13.625398635864258,,,,,,
+tvae,3,11.088865518569946,,,,,,
+tvae,4,10.399617314338684,,,,,,
+tvae,5,8.551244020462036,,,,,,
+tvae,6,7.310009002685547,,,,,,
+tvae,7,5.758281588554382,,,,,,
+tvae,8,4.205690443515778,,,,,,
+tvae,9,2.9045574069023132,,,,,,
+tvae,10,1.9158386290073395,,,,,,
+tvae,11,0.8698579668998718,,,,,,
+tvae,12,0.2722338140010834,,,,,,
+tvae,13,0.4057149291038513,,,,,,
+tvae,14,-0.02038159966468811,,,,,,
+tvae,15,-1.4652724862098694,,,,,,
+tvae,16,-1.3800484538078308,,,,,,
+tvae,17,-1.4284112453460693,,,,,,
+tvae,18,-2.1359528303146362,,,,,,
+tvae,19,-1.9311507940292358,,,,,,
+tvae,20,-1.1755616068840027,,,,,,
+tvae,21,-2.410109221935272,,,,,,
+tvae,22,-2.2987778782844543,,,,,,
+tvae,23,-1.494819313287735,,,,,,
+tvae,24,-2.8262349367141724,,,,,,
+tvae,25,-2.7870333194732666,,,,,,
+tvae,26,-2.9388800263404846,,,,,,
+tvae,27,-3.08865487575531,,,,,,
+tvae,28,-3.3138999342918396,,,,,,
+tvae,29,-3.0308095812797546,,,,,,
+tvae,30,-3.24515038728714,,,,,,
+tvae,31,-3.3130611181259155,,,,,,
+tvae,32,-3.3280782103538513,,,,,,
+tvae,33,-3.4754295349121094,,,,,,
+tvae,34,-3.7812663912773132,,,,,,
+tvae,35,-3.24919331073761,,,,,,
+tvae,36,-4.665928959846497,,,,,,
+tvae,37,-3.811643660068512,,,,,,
+tvae,38,-4.5974081158638,,,,,,
+tvae,39,-4.0150094628334045,,,,,,
+tvae,40,-4.106175541877747,,,,,,
+tvae,41,-4.550091028213501,,,,,,
+tvae,42,-4.567551076412201,,,,,,
+tvae,43,-4.81697690486908,,,,,,
+tvae,44,-4.913013458251953,,,,,,
+tvae,45,-5.201411247253418,,,,,,
+tvae,46,-5.0724228620529175,,,,,,
+tvae,47,-5.144357919692993,,,,,,
+tvae,48,-4.990885019302368,,,,,,
+tvae,49,-4.781362891197205,,,,,,
+tvae,50,-4.793720722198486,,,,,,
+tvae,51,-5.24076235294342,,,,,,
+tvae,52,-4.798136472702026,,,,,,
+tvae,53,-4.892392158508301,,,,,,
+tvae,54,-4.546252489089966,,,,,,
+tvae,55,-5.47675621509552,,,,,,
+tvae,56,-4.424676060676575,,,,,,
+tvae,57,-4.730209469795227,,,,,,
+tvae,58,-4.869498252868652,,,,,,
+tvae,59,-4.746875822544098,,,,,,
+tvae,60,-4.287960588932037,,,,,,
+tvae,61,-5.5402398109436035,,,,,,
+tvae,62,-4.902838587760925,,,,,,
+tvae,63,-4.628485798835754,3.0,0.0,3.0,-4.795604825019836,0.000419407500885427,41.96806192398071
+tvae,64,24.211804151535034,,,,,,
+tvae,65,0.7212595045566559,,,,,,
+tvae,66,1.0862798541784286,,,,,,
+tvae,67,-0.9711655229330063,,,,,,
+tvae,68,-2.5752604007720947,,,,,,
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diff --git a/iris/tvae/4/model.pt b/iris/tvae/4/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e7d618bbc2a2eaeaef09739fc0a21488f8f7acf6
--- /dev/null
+++ b/iris/tvae/4/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38a03bae254c3c1419f335d34f3ca575f12f6a0f8df1382130fa5d62221c038c
+size 847554
diff --git a/iris/tvae/4/params.json b/iris/tvae/4/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..e914bc4a9dbe8454031ca6a1184a2cc4b7bcb2d0
--- /dev/null
+++ b/iris/tvae/4/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee4a86cc116ea1fd6d62b1dbcba3ed6e607fa59379ced3f4169eb7346a3132a0
+size 284
diff --git a/iris/tvae/4/state.json b/iris/tvae/4/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..c327a45916ab48655f220c98abc41f5f58d24f9e
--- /dev/null
+++ b/iris/tvae/4/state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b7ee9e57d29415d838643b1b673740dd1d65a5ae59a57ba847ac316a9cb6ffd
+size 768194
diff --git a/iris/tvae/4/tvae_eval.ipynb b/iris/tvae/4/tvae_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..6ed022f701bbbcae35d3103418e7888636749487
--- /dev/null
+++ b/iris/tvae/4/tvae_eval.ipynb
@@ -0,0 +1,2077 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "c6a400b1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:46.458277Z",
+     "iopub.status.busy": "2024-07-25T10:02:46.457885Z",
+     "iopub.status.idle": "2024-07-25T10:02:59.448591Z",
+     "shell.execute_reply": "2024-07-25T10:02:59.447588Z"
+    },
+    "executionInfo": {
+     "elapsed": 556,
+     "status": "ok",
+     "timestamp": 1697339009466,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.002899,
+     "end_time": "2024-07-25T10:02:59.451089",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:46.448190",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 45%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 72%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "25a6920a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:59.475346Z",
+     "iopub.status.busy": "2024-07-25T10:02:59.474889Z",
+     "iopub.status.idle": "2024-07-25T10:02:59.484378Z",
+     "shell.execute_reply": "2024-07-25T10:02:59.483435Z"
+    },
+    "papermill": {
+     "duration": 0.023848,
+     "end_time": "2024-07-25T10:02:59.486410",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.462562",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "51bd3476",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00991,
+     "end_time": "2024-07-25T10:02:59.506311",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.496401",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "9c54ade6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:59.527732Z",
+     "iopub.status.busy": "2024-07-25T10:02:59.527447Z",
+     "iopub.status.idle": "2024-07-25T10:02:59.534752Z",
+     "shell.execute_reply": "2024-07-25T10:02:59.533928Z"
+    },
+    "papermill": {
+     "duration": 0.020654,
+     "end_time": "2024-07-25T10:02:59.536998",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.516344",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"tvae\"]\n",
+    "single_model = \"tvae\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"tvae_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"tvae\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "d55b2554",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:59.558399Z",
+     "iopub.status.busy": "2024-07-25T10:02:59.558082Z",
+     "iopub.status.idle": "2024-07-25T10:02:59.563306Z",
+     "shell.execute_reply": "2024-07-25T10:02:59.562429Z"
+    },
+    "papermill": {
+     "duration": 0.018396,
+     "end_time": "2024-07-25T10:02:59.565299",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.546903",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tvae/4\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "dbb35070",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:59.590061Z",
+     "iopub.status.busy": "2024-07-25T10:02:59.589765Z",
+     "iopub.status.idle": "2024-07-25T10:02:59.595528Z",
+     "shell.execute_reply": "2024-07-25T10:02:59.594561Z"
+    },
+    "papermill": {
+     "duration": 0.021191,
+     "end_time": "2024-07-25T10:02:59.597903",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.576712",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "68814e0d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:59.619825Z",
+     "iopub.status.busy": "2024-07-25T10:02:59.619540Z",
+     "iopub.status.idle": "2024-07-25T10:03:00.636446Z",
+     "shell.execute_reply": "2024-07-25T10:03:00.635149Z"
+    },
+    "papermill": {
+     "duration": 1.030664,
+     "end_time": "2024-07-25T10:03:00.638898",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:59.608234",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "74dc395a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:00.661574Z",
+     "iopub.status.busy": "2024-07-25T10:03:00.661212Z",
+     "iopub.status.idle": "2024-07-25T10:03:01.676656Z",
+     "shell.execute_reply": "2024-07-25T10:03:01.675547Z"
+    },
+    "papermill": {
+     "duration": 1.029334,
+     "end_time": "2024-07-25T10:03:01.678879",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:00.649545",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "27aba668",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:01.702794Z",
+     "iopub.status.busy": "2024-07-25T10:03:01.701938Z",
+     "iopub.status.idle": "2024-07-25T10:03:01.711661Z",
+     "shell.execute_reply": "2024-07-25T10:03:01.710812Z"
+    },
+    "papermill": {
+     "duration": 0.023981,
+     "end_time": "2024-07-25T10:03:01.713729",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:01.689748",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tvae/4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1ef09539",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:01.738112Z",
+     "iopub.status.busy": "2024-07-25T10:03:01.737828Z",
+     "iopub.status.idle": "2024-07-25T10:03:02.111818Z",
+     "shell.execute_reply": "2024-07-25T10:03:02.110979Z"
+    },
+    "executionInfo": {
+     "elapsed": 573,
+     "status": "ok",
+     "timestamp": 1697340246093,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.388804,
+     "end_time": "2024-07-25T10:03:02.114306",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:01.725502",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "fb6bbaf0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:02.137826Z",
+     "iopub.status.busy": "2024-07-25T10:03:02.137542Z",
+     "iopub.status.idle": "2024-07-25T10:03:03.808950Z",
+     "shell.execute_reply": "2024-07-25T10:03:03.808061Z"
+    },
+    "executionInfo": {
+     "elapsed": 17,
+     "status": "ok",
+     "timestamp": 1697340246097,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.685956,
+     "end_time": "2024-07-25T10:03:03.811425",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:02.125469",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "4bba39d2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:03.837276Z",
+     "iopub.status.busy": "2024-07-25T10:03:03.836817Z",
+     "iopub.status.idle": "2024-07-25T10:03:03.844731Z",
+     "shell.execute_reply": "2024-07-25T10:03:03.843859Z"
+    },
+    "executionInfo": {
+     "elapsed": 365,
+     "status": "ok",
+     "timestamp": 1697343112569,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.02275,
+     "end_time": "2024-07-25T10:03:03.846660",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:03.823910",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "state_path = os.path.join(model_dir_2, f\"state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "424ef71e",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:03.870018Z",
+     "iopub.status.busy": "2024-07-25T10:03:03.869720Z",
+     "iopub.status.idle": "2024-07-25T10:03:03.874415Z",
+     "shell.execute_reply": "2024-07-25T10:03:03.873565Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697343113004,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "3d0fe03c-d2ee-4955-9589-0be8e213faf1",
+    "papermill": {
+     "duration": 0.018866,
+     "end_time": "2024-07-25T10:03:03.876454",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:03.857588",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "cb4affc3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:03.901172Z",
+     "iopub.status.busy": "2024-07-25T10:03:03.900643Z",
+     "iopub.status.idle": "2024-07-25T10:03:04.019572Z",
+     "shell.execute_reply": "2024-07-25T10:03:04.018708Z"
+    },
+    "papermill": {
+     "duration": 0.133326,
+     "end_time": "2024-07-25T10:03:04.021981",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:03.888655",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "b7224424",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:04.047972Z",
+     "iopub.status.busy": "2024-07-25T10:03:04.047641Z",
+     "iopub.status.idle": "2024-07-25T10:03:08.521464Z",
+     "shell.execute_reply": "2024-07-25T10:03:08.520503Z"
+    },
+    "papermill": {
+     "duration": 4.489227,
+     "end_time": "2024-07-25T10:03:08.523629",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:04.034402",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:03:05.848355: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:03:05.848409: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:03:05.849995: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "5d2dcc3f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:08.549192Z",
+     "iopub.status.busy": "2024-07-25T10:03:08.548398Z",
+     "iopub.status.idle": "2024-07-25T10:03:08.555838Z",
+     "shell.execute_reply": "2024-07-25T10:03:08.554897Z"
+    },
+    "papermill": {
+     "duration": 0.022574,
+     "end_time": "2024-07-25T10:03:08.557858",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:08.535284",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "b13f462b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:08.583646Z",
+     "iopub.status.busy": "2024-07-25T10:03:08.583018Z",
+     "iopub.status.idle": "2024-07-25T10:03:11.479221Z",
+     "shell.execute_reply": "2024-07-25T10:03:11.478370Z"
+    },
+    "papermill": {
+     "duration": 2.912199,
+     "end_time": "2024-07-25T10:03:11.482021",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:08.569822",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "d51c0cc5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:11.510556Z",
+     "iopub.status.busy": "2024-07-25T10:03:11.510198Z",
+     "iopub.status.idle": "2024-07-25T10:03:11.516962Z",
+     "shell.execute_reply": "2024-07-25T10:03:11.515984Z"
+    },
+    "papermill": {
+     "duration": 0.022795,
+     "end_time": "2024-07-25T10:03:11.518931",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:11.496136",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "c7de6eb0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:11.543955Z",
+     "iopub.status.busy": "2024-07-25T10:03:11.543475Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.069874Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.068841Z"
+    },
+    "papermill": {
+     "duration": 0.541769,
+     "end_time": "2024-07-25T10:03:12.072346",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:11.530577",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "6f66a9a8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.100142Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.099819Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.120116Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.119221Z"
+    },
+    "papermill": {
+     "duration": 0.036054,
+     "end_time": "2024-07-25T10:03:12.122041",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.085987",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['tvae'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "0664740e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.147111Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.146811Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.196147Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.195198Z"
+    },
+    "papermill": {
+     "duration": 0.064488,
+     "end_time": "2024-07-25T10:03:12.198486",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.133998",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 884, 't_range': None, 'n_steps': 4, 'n_inner_steps': 8, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 16, 'n_samples': 256, 't_steps': 64, 'mlu_run': 4, 'target': None, 'lr': 0.0024691846729202292, 'loss_fn': <function mse_loss at 0x78dfa021cca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.tvae.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    mlu_params[\"target\"] = mlu_params.pop(\"mlu_target\", mlu_params.pop(\"target\", None))\n",
+    "    mlu_params[\"lr\"] = mlu_params.pop(\"mlu_lr\", mlu_params.pop(\"lr\", None))\n",
+    "    mlu_params[\"loss_fn\"] = mlu_params.pop(\"mlu_loss_fn\", mlu_params.pop(\"loss_fn\", None))\n",
+    "    mlu_params[\"Optim\"] = mlu_params.pop(\"mlu_Optim\", mlu_params.pop(\"Optim\", None))\n",
+    "    mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    print(mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "a0eead79",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.225706Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.225413Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.244479Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.243585Z"
+    },
+    "papermill": {
+     "duration": 0.035127,
+     "end_time": "2024-07-25T10:03:12.246605",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.211478",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "968eb9f8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.273118Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.272779Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.277098Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.276076Z"
+    },
+    "papermill": {
+     "duration": 0.019962,
+     "end_time": "2024-07-25T10:03:12.279032",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.259070",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "36adb084",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.305497Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.305230Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.720305Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.719473Z"
+    },
+    "papermill": {
+     "duration": 0.431031,
+     "end_time": "2024-07-25T10:03:12.722756",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.291725",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/tvae/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "461780e4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.751648Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.751239Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.762551Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.761611Z"
+    },
+    "papermill": {
+     "duration": 0.028069,
+     "end_time": "2024-07-25T10:03:12.764806",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.736737",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 64 starting 0 until 884\n",
+      "mlu step times 4*8*4\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log.csv\"),\n",
+    "        **mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "b9dff27f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.791173Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.790879Z",
+     "iopub.status.idle": "2024-07-25T10:03:12.799512Z",
+     "shell.execute_reply": "2024-07-25T10:03:12.798804Z"
+    },
+    "executionInfo": {
+     "elapsed": 3,
+     "status": "ok",
+     "timestamp": 1697343113004,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023933,
+     "end_time": "2024-07-25T10:03:12.801472",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.777539",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.tvae.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "\n",
+    "model_params={\n",
+    "    **params,\n",
+    "}\n",
+    "\n",
+    "for x in [\"compress\", \"decompress\"]:\n",
+    "    model_params[f\"{x}_dims\"] = [\n",
+    "        model_params[f\"{x}_dims\"]\n",
+    "        for i in range(\n",
+    "            model_params.pop(f\"{x}_depth\")\n",
+    "        )\n",
+    "    ]\n",
+    "\n",
+    "model_params[\"epochs\"] = int(round(epoch_scale * model_params[\"epochs\"]))\n",
+    "\n",
+    "model_params[\"mlu_trainer\"] = mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "51f549f2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:12.828531Z",
+     "iopub.status.busy": "2024-07-25T10:03:12.827988Z",
+     "iopub.status.idle": "2024-07-25T10:11:33.618596Z",
+     "shell.execute_reply": "2024-07-25T10:11:33.617666Z"
+    },
+    "executionInfo": {
+     "elapsed": 286822,
+     "status": "ok",
+     "timestamp": 1697343399823,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "papermill": {
+     "duration": 500.806797,
+     "end_time": "2024-07-25T10:11:33.621046",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:12.814249",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.19734716415405273\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09446591883897781\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.054719001054763794\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.000419407500885427\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09104547649621964\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.041994184255599976\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01121432799845934\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.018945541232824326\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.004135072696954012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.00695622805505991\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10822860151529312\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0031086355447769165\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0035799937322735786\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0021439434494823217\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.007663215044885874\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01726052165031433\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.00033719316706992686\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0012121266918256879\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09340588748455048\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 7.810388342477381e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01747625693678856\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 9.390508057549596e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.017169522121548653\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.010947959497570992\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0066902427934110165\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.020064154639840126\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.006559662986546755\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02040424384176731\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02325618825852871\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0007064539240673184\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0010868723038583994\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.008298847824335098\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0176584180444479\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 7.125503179850057e-05\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0004656286910176277\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01106856856495142\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011227208189666271\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 8.105499546218198e-06\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0023882677778601646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.003682804061099887\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01443074457347393\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0007848445675335824\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.008118867874145508\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.003430280601605773\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(-14.41245174407959, 4.522129535675049)"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n",
+    "from ml_utility_loss.synthesizers.tvae.process import preprocess\n",
+    "import inspect\n",
+    "\n",
+    "train = dfs[df_name_2]\n",
+    "#transformer, *_ = preprocess(df, cat_features)\n",
+    "tvae = TVAE(**model_params)\n",
+    "#print(inspect.getargspec(tvae.fit))\n",
+    "tvae.fit(train, cat_features, preprocess_df=df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "c9a32aec",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:11:33.659453Z",
+     "iopub.status.busy": "2024-07-25T10:11:33.659102Z",
+     "iopub.status.idle": "2024-07-25T10:11:33.688614Z",
+     "shell.execute_reply": "2024-07-25T10:11:33.687836Z"
+    },
+    "executionInfo": {
+     "elapsed": 403,
+     "status": "ok",
+     "timestamp": 1697343400203,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.051377,
+     "end_time": "2024-07-25T10:11:33.690694",
+     "exception": false,
+     "start_time": "2024-07-25T10:11:33.639317",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "if save_model:\n",
+    "    tvae.mlu_trainer = None\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(tvae, model_path)\n",
+    "    if True or not os.path.exists(state_path):\n",
+    "        torch.save(deepcopy(tvae.model.state_dict()), state_path)\n",
+    "model_params.pop(\"mlu_trainer\", None)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(model_params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "0329eff7",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/",
+     "height": 228
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:11:33.726110Z",
+     "iopub.status.busy": "2024-07-25T10:11:33.725822Z",
+     "iopub.status.idle": "2024-07-25T10:11:34.610130Z",
+     "shell.execute_reply": "2024-07-25T10:11:34.609320Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "error",
+     "timestamp": 1697343400203,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "outputId": "57519fd1-a4d2-4922-c834-1fe290391c16",
+    "papermill": {
+     "duration": 0.904729,
+     "end_time": "2024-07-25T10:11:34.612501",
+     "exception": false,
+     "start_time": "2024-07-25T10:11:33.707772",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    synth_df = tvae.sample(len(train))\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9542453e",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 10,
+     "status": "aborted",
+     "timestamp": 1697343400204,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.018605,
+     "end_time": "2024-07-25T10:11:34.649079",
+     "exception": false,
+     "start_time": "2024-07-25T10:11:34.630474",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyMhtJHOKAMnUJyVHa+D8Sml",
+   "mount_file_id": "1Cug9laqjkt9fyDxiylSn9Jzam9kQyDu3",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 532.275952,
+   "end_time": "2024-07-25T10:11:37.252854",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tvae/4/tvae_eval.ipynb",
+   "output_path": "eval/iris/tvae/4/tvae_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tvae/4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:02:44.976902",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file