diff --git a/iris/lct_gan/0/0/synth.csv b/iris/lct_gan/0/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84eec741ff00d0575d715625bbb1cb729cbc582a
--- /dev/null
+++ b/iris/lct_gan/0/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173348,3.0540000000673007,4.899491367558368,1.6654274751384122,Iris-versicolor
+1,6.1794615590883835,3.054000000005906,4.91781287129163,1.6655397330152137,Iris-virginica
+2,6.17936648890577,3.054000000023884,4.899497966948458,1.6654274753408795,Iris-versicolor
+3,5.108947716173066,3.0540000000310785,4.899491313895421,1.6654274751357627,Iris-versicolor
+4,6.179366493629274,3.054000000475183,4.89953107025277,1.6654274841484564,Iris-versicolor
+5,6.188908814316092,3.0540000000212415,5.021191343356479,1.6687724146327472,Iris-virginica
+6,6.179366607408454,3.0540000000221457,4.8999629152826545,1.6654276174642555,Iris-versicolor
+7,6.191238444722855,3.054000000025003,5.0156238471462276,1.6708812903584125,Iris-virginica
+8,6.193788585725228,3.054000000009319,5.063941733884818,1.668747316888074,Iris-virginica
+9,6.179685580478962,3.054000000020658,4.928094868877949,1.6657878386401888,Iris-virginica
+10,6.179781833512553,3.054000000057637,4.935653798434753,1.6657642038379732,Iris-virginica
+11,6.179366490646268,3.0540000000691134,4.899515558520108,1.6654274782115943,Iris-versicolor
+12,6.187765813828752,3.0540000000322114,5.025095304376987,1.6681762698380758,Iris-virginica
+13,6.179471096621324,3.0540000002685215,4.920496026858366,1.6655702248663402,Iris-virginica
+14,6.1826880301235905,3.054000000231484,4.975145849939406,1.6682643161660395,Iris-virginica
+15,6.179369359074912,3.0540000000106744,4.903734752157042,1.6654328197495398,Iris-versicolor
+16,6.184478227710111,3.0540000000954444,4.984227656475959,1.6689829115435497,Iris-virginica
+17,5.1089477161730645,3.054000000035032,4.899491313250629,1.665427475135695,Iris-versicolor
+18,5.108947716173035,3.054000000030409,4.8994913015953605,1.6654274751353544,Iris-versicolor
+19,6.179366507676553,3.054000000069379,4.899604767860363,1.6654274947879868,Iris-versicolor
+20,5.108947716173228,3.054000000026698,4.899491348521858,1.665427475137562,Iris-versicolor
+21,6.190854155736914,3.054000000028479,5.011322218545139,1.6716995866637696,Iris-virginica
+22,6.188346302795142,3.0540000000810292,5.019437208595917,1.670192307216019,Iris-virginica
+23,6.179366488629054,3.054000000029772,4.899491716433337,1.6654274751582299,Iris-versicolor
+24,6.17936648876217,3.0540000000484326,4.899494804327095,1.665427475278124,Iris-versicolor
+25,6.185628917727991,3.0540000001222176,5.004405384055427,1.6693844628155436,Iris-virginica
+26,5.108947716173057,3.0540000000303458,4.899491310819007,1.6654274751355889,Iris-versicolor
+27,6.179366488640204,3.0540000000585414,4.899492132446363,1.6654274751747862,Iris-versicolor
+28,6.179366575842057,3.0540000000290974,4.899895614739006,1.6654275588669771,Iris-versicolor
+29,6.1793665802439275,3.0540000000735943,4.899865746712388,1.6654277583185886,Iris-versicolor
+30,6.1852468820230415,3.054000000127007,4.982733895426755,1.670645923476812,Iris-virginica
+31,6.191883504969856,3.0540000000176573,5.04339519201161,1.669230499910775,Iris-virginica
+0,5.108947716173268,3.0540000000303316,4.899491357238877,1.6654274751375109,Iris-versicolor
+1,6.179366491640121,3.0540000026607914,4.899514738590594,1.6654274857504479,Iris-versicolor
+2,5.108947716173041,3.0540000000321035,4.899491304991136,1.6654274751353968,Iris-versicolor
+3,6.18906103000059,3.054000000060402,5.038651296427739,1.6692146238473584,Iris-virginica
+4,6.179366496237637,3.0540000001916776,4.899548612849717,1.6654274857234315,Iris-versicolor
+5,6.183077629518356,3.054000000011376,4.984553465989983,1.6666890579416622,Iris-virginica
+6,6.18847507306303,3.054000000051001,5.021407123919059,1.6694879867555792,Iris-virginica
+7,6.19419650906316,3.054000000007137,5.062253897899091,1.6687885307049832,Iris-virginica
+8,6.185420164351023,3.0540000000865235,5.008470320652411,1.6683301236479264,Iris-virginica
+9,6.18234697910399,3.054000000243054,4.978370795692235,1.6676237948214185,Iris-virginica
+10,6.193164983238864,3.0540000000107854,5.03692912915793,1.6697623688346406,Iris-virginica
+11,6.191373702934095,3.054000000028153,5.0108531869183,1.6715867543782907,Iris-virginica
+12,5.108947716173503,3.054000000039821,4.899491393875415,1.6654274751392506,Iris-versicolor
+13,6.179441287631474,3.0540000000327536,4.919729610644971,1.6654758095936377,Iris-virginica
+14,6.179366488652533,3.054000000046603,4.899492504707481,1.6654274752109728,Iris-versicolor
+15,5.108947716173488,3.054000000121278,4.899491384425746,1.6654274751401328,Iris-versicolor
+16,5.108947716173074,3.0540000000345815,4.89949131514564,1.6654274751359588,Iris-versicolor
+17,5.108947716173128,3.054000000029945,4.89949132841869,1.6654274751365616,Iris-versicolor
+18,5.108947716173049,3.054000000031311,4.899491307588716,1.6654274751355862,Iris-versicolor
+19,6.180071216457387,3.054000000007456,4.941969538415496,1.665858149397154,Iris-virginica
+20,6.189818893035725,3.054000000010023,5.038916654116039,1.66785198570441,Iris-virginica
+21,6.179366488704069,3.0540000000638106,4.899493832739705,1.6654274752640361,Iris-versicolor
+22,6.183800254362133,3.054000000073206,4.996207167217789,1.6676151045445662,Iris-virginica
+23,6.184065901341205,3.054000000067316,5.009997706349068,1.6671274302778152,Iris-virginica
+24,6.179366532298061,3.054000000042948,4.899739499829816,1.6654275588554832,Iris-versicolor
+25,6.179476933073131,3.0540000000096392,4.919688520975593,1.6655372829931545,Iris-virginica
+26,6.1793665129065385,3.054000000030875,4.899649504727912,1.6654274963911162,Iris-versicolor
+27,6.184118164632138,3.054000000337008,4.987124441428275,1.6696829032807798,Iris-virginica
+28,6.179403998803867,3.0540000000642955,4.914571772951044,1.6654616662595674,Iris-versicolor
+29,5.108947716173294,3.0540000000377177,4.899491359154808,1.665427475138467,Iris-versicolor
+30,6.179366488745099,3.0540000001782865,4.899494363450001,1.665427475387773,Iris-versicolor
+31,6.179409353366422,3.0540000001246304,4.9133275671939876,1.6654970307854973,Iris-virginica
+0,6.179366488636157,3.0540000001187564,4.899491937748265,1.6654274751818867,Iris-versicolor
+1,6.179366488628967,3.054000000057725,4.899491718090013,1.6654274751621392,Iris-versicolor
+2,6.179371944539684,3.054000000021945,4.906226577257621,1.6654335331598884,Iris-versicolor
+3,6.179968189332233,3.0540000000795313,4.939773921476552,1.6659407049371167,Iris-virginica
+4,6.194908046676858,3.0540000000081564,5.030960888683715,1.6693775916709577,Iris-virginica
+5,6.181846678565754,3.0540000001309604,4.97625458782632,1.6669092796957958,Iris-virginica
+6,6.181999625067641,3.054000000064408,4.9650692053353,1.667278526943021,Iris-virginica
+7,6.186496467860432,3.054000000297359,4.989915324687343,1.674994228306603,Iris-virginica
+8,6.18536580743298,3.0540000000339393,5.004205024430289,1.6676467400315995,Iris-virginica
+9,6.179634581695578,3.0540000011901065,4.926607117366815,1.6661083416153706,Iris-virginica
+10,5.108947716173049,3.0540000000326626,4.899491307019069,1.665427475135645,Iris-versicolor
+11,6.193045907935542,3.054000000009147,5.0507158349418235,1.6687643087783894,Iris-virginica
+12,5.108947716173188,3.0540000000290233,4.899491344337748,1.6654274751369504,Iris-versicolor
+13,5.108947716174492,3.0540000000797893,4.89949149280608,1.6654274751466431,Iris-versicolor
+14,6.179366488623175,3.0540000000214027,4.899491407285954,1.6654274751407168,Iris-versicolor
+15,6.17963002576464,3.0540000000385996,4.928581897851889,1.665660926788913,Iris-virginica
+16,6.17936648893007,3.054000000442737,4.899496668897847,1.6654274758485266,Iris-versicolor
+17,6.193587165271985,3.0540000000122576,5.022379080717313,1.6704975874228183,Iris-virginica
+18,6.180394486810186,3.054000000004452,4.948634256836952,1.6658379613061283,Iris-virginica
+19,6.181017283793912,3.054000000064308,4.958659785973646,1.666554237422544,Iris-virginica
+20,6.179431563521578,3.054000000008809,4.915328354095761,1.665494403770953,Iris-virginica
+21,6.179818892211334,3.0540000003903347,4.93593671885736,1.6660326030803665,Iris-virginica
+22,6.188327828958592,3.054000000079384,4.992484780544208,1.6730391772308384,Iris-virginica
+23,6.19526275995542,3.054000000002453,5.0446714277936335,1.6678850428919436,Iris-virginica
+24,6.188582440647385,3.054000000038514,5.02470672927128,1.6688897240920904,Iris-virginica
+25,5.108947716173074,3.054000000041465,4.899491315062464,1.665427475136086,Iris-versicolor
+26,5.10894771617304,3.0540000000351863,4.89949130348916,1.6654274751354399,Iris-versicolor
+27,6.179366488795335,3.0540000001338643,4.899495273260808,1.665427475514669,Iris-versicolor
+28,6.180296220455736,3.0540000001789993,4.947014783255159,1.6663224267293935,Iris-virginica
+29,6.179367289750074,3.054000000031748,4.9012599007966315,1.665429332177938,Iris-versicolor
+30,5.108947716173484,3.0540000000225986,4.899491384928648,1.665427475139582,Iris-versicolor
+31,6.1816510927995845,3.0540000011200292,4.959874963348059,1.669416666411813,Iris-virginica
+0,6.182600409772362,3.054000000770128,4.963957972333204,1.6717650603355994,Iris-virginica
+1,6.185712471088295,3.0540000001070333,5.0000215854957135,1.6691817126634907,Iris-virginica
+2,6.193570789942795,3.0540000000101166,5.053222131241451,1.6691354197134691,Iris-virginica
+3,6.184638651974559,3.054000000002771,4.987492924290676,1.6667916948482533,Iris-virginica
+4,6.192783368629744,3.054000000014138,5.0742458842168325,1.6682190332106506,Iris-virginica
+5,6.179366488625516,3.0540000000257135,4.899491540025037,1.6654274751491622,Iris-versicolor
+6,6.194553504904213,3.0540000000065737,5.044091798153992,1.6692668690976666,Iris-virginica
+7,6.179366488662035,3.0540000000753333,4.899492694544281,1.6654274751953724,Iris-versicolor
+8,5.108947716173057,3.0540000000305687,4.8994913105652635,1.6654274751356832,Iris-versicolor
+9,6.185065153377232,3.054000000105807,4.997719907401272,1.6684069562418247,Iris-virginica
+10,6.1911947971641315,3.054000000024533,5.028487385326479,1.6703499275533997,Iris-virginica
+11,6.179366490868437,3.0540000000317127,4.8995201735039595,1.665427477571667,Iris-versicolor
+12,6.179366490407534,3.0540000007804005,4.899509537163743,1.6654274788141663,Iris-versicolor
+13,6.18090088809625,3.054000000509655,4.955859184897554,1.6674323956387205,Iris-virginica
+14,6.179366488856973,3.054000000229978,4.8994962112122025,1.6654274756409868,Iris-versicolor
+15,6.179665663940389,3.0540000001130503,4.933610067724123,1.6656650160640716,Iris-virginica
+16,5.108947716173539,3.0540000000294643,4.8994913952194485,1.6654274751401101,Iris-versicolor
+17,6.179486397652875,3.0540000002674907,4.920121620442442,1.6656719641358684,Iris-virginica
+18,6.192760020120948,3.054000000018244,5.015122260207016,1.6708817410121855,Iris-virginica
+19,6.187459777554791,3.0540000000461407,5.008308482103766,1.6688375891601945,Iris-virginica
+20,6.180378515583098,3.0540000001602485,4.942495035311846,1.6668468565013947,Iris-virginica
+21,6.179366488778764,3.0540000000196343,4.899495293411527,1.6654274753703076,Iris-versicolor
+22,6.179366488655029,3.054000000038919,4.89949268070414,1.6654274751869789,Iris-versicolor
+23,6.185040102009889,3.054000000034343,5.025965442966236,1.6669462380972018,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..6053ef30d3d832b6e0b106ff223c351f7870bcde
--- /dev/null
+++ b/iris/lct_gan/0/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161735575,3.0540000000411767,4.89949139911016,1.6654274751400178,Iris-versicolor
+1,6.179366488623827,3.054000000040712,4.89949145387105,1.6654274751431677,Iris-versicolor
+2,5.1089477161731365,3.054000000042619,4.899491332042928,1.6654274751363,Iris-versicolor
+3,5.10894771617306,3.054000000040035,4.899491310016157,1.6654274751358542,Iris-versicolor
+4,5.108947716173048,3.0540000000325223,4.899491306390856,1.6654274751356122,Iris-versicolor
+5,6.179451992562621,3.054000000043865,4.918584901514184,1.6655446848666735,Iris-virginica
+6,6.192776434492136,3.0540000000106673,5.041884690553026,1.6685860191343393,Iris-virginica
+7,6.1925843827239095,3.054000000015277,5.026027314318643,1.669942388499781,Iris-virginica
+8,6.1941043225411825,3.054000000007451,5.06326711477246,1.6686968546769474,Iris-virginica
+9,6.179366569458649,3.0540000000212073,4.899896139440155,1.6654275356309074,Iris-versicolor
+10,5.108947716174401,3.0540000001074317,4.8994914884424565,1.6654274751486253,Iris-versicolor
+11,6.1793664886335495,3.054000000028931,4.899491881505973,1.6654274751669151,Iris-versicolor
+12,6.179366572136589,3.054000000210642,4.899832778625339,1.6654277363433079,Iris-versicolor
+13,5.108947716173087,3.0540000000317495,4.899491317186552,1.6654274751362586,Iris-versicolor
+14,6.179366488665719,3.0540000000684704,4.899492818494584,1.6654274752424634,Iris-versicolor
+15,6.179682477751298,3.054000000005503,4.936990173371426,1.6655287117967184,Iris-virginica
+16,6.194495349060388,3.0540000000074863,5.049840343423763,1.6691953990797515,Iris-virginica
+17,6.179369070701041,3.054000000005724,4.903595691305403,1.6654322655750768,Iris-versicolor
+18,5.108947716173197,3.054000000025982,4.899491346290559,1.6654274751366853,Iris-versicolor
+19,6.182415977468232,3.054000000416916,4.972519875658945,1.668600146416418,Iris-virginica
+20,6.1793665256197565,3.0540000000167193,4.899688045602836,1.6654275114844355,Iris-versicolor
+21,5.108947716173115,3.0540000000377083,4.899491325354452,1.665427475136523,Iris-versicolor
+22,6.1831035879149585,3.0540000001444922,4.976992754208049,1.6683014914318293,Iris-virginica
+23,6.179366505418041,3.0540000001798107,4.89958798080681,1.665427499379498,Iris-versicolor
+24,6.179366488872131,3.05400000006615,4.899496332333694,1.665427475499762,Iris-versicolor
+25,6.179410040296967,3.0540000000699963,4.912749277349905,1.6655167342707802,Iris-virginica
+26,5.108947716173056,3.054000000030061,4.89949130863078,1.665427475135716,Iris-versicolor
+27,6.17936659048429,3.054000000028451,4.899934244029005,1.6654275424754639,Iris-versicolor
+28,5.108947716173384,3.0540000000604928,4.8994913720631885,1.6654274751379914,Iris-versicolor
+29,6.179366602345846,3.054000000071362,4.899945641475963,1.6654278410067673,Iris-versicolor
+30,5.108947716173165,3.054000000034113,4.899491336931225,1.665427475136244,Iris-versicolor
+31,5.108947716173044,3.054000000036937,4.899491305175212,1.665427475135537,Iris-versicolor
+0,6.179366488632797,3.054000000250793,4.899491840989268,1.6654274751770433,Iris-versicolor
+1,6.18048405455533,3.0540000000167735,4.947606469491468,1.6661531231929476,Iris-virginica
+2,6.179377619448964,3.0540000000557206,4.907287573398026,1.665451693606047,Iris-versicolor
+3,5.108947716174001,3.054000000150401,4.899491440484378,1.6654274751459939,Iris-versicolor
+4,6.179366538098541,3.0540000000475485,4.899732052517775,1.6654275513278822,Iris-versicolor
+5,6.193221185588462,3.054000000009559,5.044269257749566,1.669294821050874,Iris-virginica
+6,6.183413419977398,3.054000000017286,5.01481924441439,1.6663188532081061,Iris-virginica
+7,5.1089477161734,3.0540000000307987,4.899491382987444,1.6654274751380351,Iris-versicolor
+8,5.108947716173104,3.0540000000395486,4.899491324291939,1.6654274751361555,Iris-versicolor
+9,6.185909967123622,3.054000000077612,5.002772509391341,1.6685941298826747,Iris-virginica
+10,6.179391395101561,3.054000000051127,4.91238121190339,1.665447369603168,Iris-versicolor
+11,6.179575544443804,3.0540000000126817,4.930825684896715,1.6655152469030412,Iris-virginica
+12,6.182849874540695,3.0540000000124388,5.00065685807994,1.6662468800281163,Iris-virginica
+13,6.19351399499145,3.054000000009059,5.050353211535378,1.6691461868720765,Iris-virginica
+14,6.182273458839836,3.054000000066384,4.968396019324505,1.6673661428048696,Iris-virginica
+15,6.187009538269118,3.0540000002291774,4.99237386986033,1.6743314670963265,Iris-virginica
+16,6.18518233026343,3.0540000000232324,4.998266081235842,1.667618401250244,Iris-virginica
+17,6.192929631106819,3.0540000000109853,5.038122807269196,1.669024456927443,Iris-virginica
+18,5.10894771617306,3.054000000034489,4.899491309895717,1.6654274751358464,Iris-versicolor
+19,6.185895841589531,3.054000000027941,5.023566905626047,1.6673680459504188,Iris-virginica
+20,6.1802989892130995,3.0540000000016927,4.944913086453854,1.6658871244465796,Iris-virginica
+21,6.179387331962821,3.0540000001029033,4.910001782674297,1.6654728978171427,Iris-versicolor
+22,6.189859658458428,3.0540000000288114,5.019905277195844,1.6699745207255434,Iris-virginica
+23,6.185093701792054,3.0540000000429894,5.014350888157074,1.6671722056869411,Iris-virginica
+24,6.1813498660116775,3.0540000000155643,4.977787570335226,1.6660086144843516,Iris-virginica
+25,6.179366657451215,3.0540000000328735,4.900166446613869,1.6654281562969098,Iris-versicolor
+26,6.190409773448028,3.054000000036166,5.007280957401987,1.672228119934052,Iris-virginica
+27,6.179368917497081,3.0540000000318934,4.903427212013955,1.6654315117854301,Iris-versicolor
+28,6.179642536175744,3.054000000073261,4.9289383866518355,1.6657127060152999,Iris-virginica
+29,5.108947716173318,3.054000000030418,4.899491365291174,1.6654274751383125,Iris-versicolor
+30,6.18021295703455,3.0540000000209533,4.942264190256853,1.6660448028489656,Iris-virginica
+31,6.184971179986695,3.0540000000836804,4.9888667134482345,1.6692314248725462,Iris-virginica
+0,6.183199537458023,3.0540000000074157,5.003039918201895,1.6662674249461877,Iris-virginica
+1,6.179366761795658,3.054000000007133,4.900413206870876,1.6654279449805676,Iris-versicolor
+2,6.191245258945757,3.0540000000215213,5.04836378553713,1.6687256842834755,Iris-virginica
+3,6.1793664886261395,3.0540000001047334,4.899491587185097,1.6654274751559162,Iris-versicolor
+4,6.190053207068947,3.054000000004172,5.044638447248596,1.6673569912706259,Iris-virginica
+5,6.181871020205358,3.054000000545968,4.962419418025733,1.6689523082779638,Iris-virginica
+6,6.186260705787414,3.054000000003941,5.045322696630078,1.666363236589233,Iris-virginica
+7,6.179682863661398,3.0540000000907463,4.928643084454642,1.6658497256126767,Iris-virginica
+8,6.188537775905194,3.054000000028243,5.029850068407439,1.66856488612329,Iris-virginica
+9,6.179367976919508,3.0540000002702756,4.9019479663285885,1.6654351709290227,Iris-versicolor
+10,6.179415876607161,3.0540000000088354,4.913877138199791,1.6655037797781862,Iris-virginica
+11,6.1793664907265375,3.054000001562922,4.899510655230013,1.6654274832692115,Iris-versicolor
+12,5.108947716173037,3.0540000000275658,4.89949130279666,1.6654274751353564,Iris-versicolor
+13,6.184693943460415,3.0540000000340335,4.9991743719497155,1.667538390833541,Iris-virginica
+14,6.179366488625508,3.0540000000321146,4.8994915592609445,1.6654274751494798,Iris-versicolor
+15,6.179366493607547,3.0540000001254604,4.899534146505619,1.665427487821068,Iris-versicolor
+16,6.1793664973317695,3.054000000045469,4.899558353573561,1.665427481219093,Iris-versicolor
+17,6.190282958765902,3.054000000036268,5.026486077827364,1.6702152314228793,Iris-virginica
+18,6.184239015300573,3.0540000000311807,4.982451515925107,1.6678703746214216,Iris-virginica
+19,6.183203270500434,3.0540000000159275,5.004566447179805,1.6664115108864874,Iris-virginica
+20,6.179369302916467,3.0540000007499355,4.902989891878426,1.6654355615288154,Iris-versicolor
+21,6.180201598340582,3.0540000004854666,4.94101034172383,1.6668471392305604,Iris-virginica
+22,5.108947716173044,3.0540000000289957,4.899491305717479,1.6654274751355103,Iris-versicolor
+23,6.184834727857232,3.0540000001509453,4.997598984989558,1.6691431628017355,Iris-virginica
+24,6.182324521937938,3.0540000000506997,4.969806991326355,1.667250122704715,Iris-virginica
+25,6.191182281415255,3.0540000000203866,5.032671662219536,1.6696609770375237,Iris-virginica
+26,6.186095556744102,3.0540000001186747,5.00137115515177,1.6696138357980472,Iris-virginica
+27,5.108947716174531,3.0540000000854546,4.899491498846739,1.665427475143398,Iris-versicolor
+28,5.1089477161730406,3.05400000002988,4.899491304337554,1.6654274751354126,Iris-versicolor
+29,6.193137779332826,3.0540000000101717,5.047850204535464,1.6693071820148613,Iris-virginica
+30,5.108947716173105,3.0540000000351695,4.899491321658218,1.6654274751364382,Iris-versicolor
+31,6.179559118046286,3.0540000001056327,4.929025130988294,1.6655712634346649,Iris-virginica
+0,6.180892801696836,3.0540000000561736,4.9528273698146,1.6666576707220355,Iris-virginica
+1,6.179372556550091,3.0540000000773246,4.9062488605434895,1.665436977373907,Iris-versicolor
+2,6.190455126305423,3.0540000000240624,5.015206406246836,1.6696881231157488,Iris-virginica
+3,5.10894771617333,3.054000000054278,4.8994913658837955,1.6654274751381275,Iris-versicolor
+4,6.1793664977311815,3.054000000019154,4.899571374259736,1.6654274964691047,Iris-versicolor
+5,6.179386229520683,3.054000000444212,4.908793678701288,1.6655080960689084,Iris-versicolor
+6,6.193804532986804,3.05400000000839,5.037827520705555,1.6695937166560293,Iris-virginica
+7,6.180718937137638,3.0540000000781076,4.961908019468173,1.666111780909126,Iris-virginica
+8,6.193048875127344,3.054000000008584,5.041887079360043,1.6686233185848112,Iris-virginica
+9,6.185823314804774,3.054000000025152,5.007434591461612,1.6677595511098422,Iris-virginica
+10,6.1793664886613655,3.0540000000472696,4.899492787369843,1.6654274751996947,Iris-versicolor
+11,5.108947716173048,3.0540000000336707,4.899491306278652,1.6654274751356197,Iris-versicolor
+12,6.1793665601810135,3.054000000011693,4.899862417351693,1.6654276476039072,Iris-versicolor
+13,6.191215248198978,3.0540000000245704,5.033516074232698,1.6698592206518468,Iris-virginica
+14,6.193444692657371,3.0540000000084624,5.034751587733857,1.6697073613417943,Iris-virginica
+15,6.186451593964684,3.0540000001948244,4.997118328252135,1.671451107184785,Iris-virginica
+16,5.108947716173322,3.0540000000403804,4.899491363669445,1.6654274751385716,Iris-versicolor
+17,6.191785374303777,3.054000000017278,5.0204882836830995,1.6707578189734074,Iris-virginica
+18,5.108947716181289,3.0540000002923278,4.899491896872305,1.6654274751830886,Iris-versicolor
+19,6.1869271387392715,3.054000000055987,5.024648972670225,1.6683203297791194,Iris-virginica
+20,6.17936648874825,3.054000000119365,4.899494582663074,1.665427475385277,Iris-versicolor
+21,6.179366489324597,3.054000000048571,4.899502713552635,1.665427475682889,Iris-versicolor
+22,6.179366822094068,3.054000000257375,4.900343297233669,1.6654279362969235,Iris-versicolor
+23,6.179447525821513,3.054000000010079,4.920089409068251,1.6654701219855326,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..1bf515bc09129ac1a67b3789e220f35ea034b585
--- /dev/null
+++ b/iris/lct_gan/0/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886437805,3.054000000018232,4.899492260517268,1.6654274751909202,Iris-versicolor
+1,6.194029700734959,3.054000000006234,5.041650800081758,1.6693797613343715,Iris-virginica
+2,6.179366502821351,3.0540000000322056,4.899587643097622,1.6654274968878513,Iris-versicolor
+3,6.1859891819419675,3.054000000098354,5.00669612491565,1.6688991339875696,Iris-virginica
+4,5.108947716173194,3.0540000000325414,4.899491341403636,1.665427475137853,Iris-versicolor
+5,5.108947716173041,3.054000000032586,4.899491304242484,1.6654274751354703,Iris-versicolor
+6,6.179366488674207,3.0540000000294296,4.899493281175638,1.6654274751965852,Iris-versicolor
+7,6.179370735570166,3.0540000016854183,4.903753737935581,1.6654716969382657,Iris-versicolor
+8,6.179369627212224,3.0540000000303165,4.90429745339382,1.6654316327074608,Iris-versicolor
+9,6.187375625318134,3.054000000036835,5.0444174388256355,1.6674461034661334,Iris-virginica
+10,6.179616091235678,3.054000000039203,4.926354122692838,1.6657092717174802,Iris-virginica
+11,6.180134288281285,3.05400000069028,4.9398526051526845,1.6668522443629288,Iris-virginica
+12,5.10894771617308,3.054000000031995,4.899491315858829,1.6654274751362175,Iris-versicolor
+13,6.179366488631603,3.054000000150576,4.899491794280591,1.665427475175303,Iris-versicolor
+14,6.187971468247175,3.0540000000870546,5.006610002794632,1.6704884042816357,Iris-virginica
+15,6.179366488624667,3.054000000041594,4.899491505923107,1.6654274751445517,Iris-versicolor
+16,6.181327183308373,3.0540000004745527,4.958796054281742,1.6680445663748733,Iris-virginica
+17,5.108947716173055,3.054000000037471,4.899491309102061,1.6654274751357412,Iris-versicolor
+18,5.108947716173634,3.054000000045514,4.899491409224773,1.665427475140495,Iris-versicolor
+19,5.108947716173047,3.0540000000322296,4.899491306395905,1.6654274751355767,Iris-versicolor
+20,6.18314070047078,3.054000000031916,4.983247632763958,1.6670841941266101,Iris-virginica
+21,6.186653013720748,3.0540000000196454,5.003700979896423,1.667891956858834,Iris-virginica
+22,6.184977954121831,3.0540000000072016,4.992524889989765,1.6671125561543594,Iris-virginica
+23,5.10894771617306,3.0540000000325707,4.899491310334721,1.6654274751358318,Iris-versicolor
+24,6.194679685851059,3.0540000000055607,5.055066677970186,1.6688602284967737,Iris-virginica
+25,5.108947716173514,3.054000000060634,4.899491387796945,1.6654274751400615,Iris-versicolor
+26,6.179366488679769,3.0540000002124357,4.899493049498089,1.6654274752646514,Iris-versicolor
+27,6.19391380456571,3.0540000000059555,5.051175874148533,1.6689298861116417,Iris-virginica
+28,5.108947716173067,3.0540000000340988,4.899491312248923,1.6654274751360143,Iris-versicolor
+29,5.108947716173761,3.0540000000940135,4.899491423997486,1.6654274751429605,Iris-versicolor
+30,6.192871913091108,3.054000000007355,5.02920238903494,1.6698812305005541,Iris-virginica
+31,6.183879017408794,3.054000000341039,4.972484118594758,1.6715222558315028,Iris-virginica
+0,6.179366621197751,3.0540000000613485,4.899968298696896,1.6654276135424995,Iris-versicolor
+1,6.17936651380807,3.0540000006945447,4.899618993527121,1.6654275617212373,Iris-versicolor
+2,6.179911743405888,3.054000000036106,4.936005750377395,1.665995968140294,Iris-virginica
+3,6.193713190050842,3.0540000000064293,5.028249942911794,1.6698464045479404,Iris-virginica
+4,6.179967621131735,3.0540000004991885,4.939499937193281,1.6663060332298008,Iris-virginica
+5,5.108947716175873,3.0540000001125343,4.899491625451473,1.6654274751537856,Iris-versicolor
+6,5.10894771617313,3.0540000000349368,4.899491329270492,1.6654274751369604,Iris-versicolor
+7,6.195189466971464,3.054000000001709,5.036934344511468,1.6677303493570987,Iris-virginica
+8,5.108947716173472,3.054000000033757,4.899491386664785,1.6654274751402096,Iris-versicolor
+9,6.189776121830407,3.0540000000228864,5.055465396125581,1.6679251166159819,Iris-virginica
+10,6.179366489083596,3.0540000001044865,4.899499257468552,1.665427476020253,Iris-versicolor
+11,6.179366573295269,3.054000000084555,4.899871612714892,1.6654275894101227,Iris-versicolor
+12,6.1823590504015575,3.05400000042662,4.989814394464192,1.6673162175038716,Iris-virginica
+13,6.193960210162678,3.0540000000036924,5.03576556752465,1.669283593042707,Iris-virginica
+14,5.108947716173106,3.054000000045604,4.899491323489699,1.6654274751363545,Iris-versicolor
+15,5.108947716173042,3.054000000033118,4.899491304739057,1.6654274751354854,Iris-versicolor
+16,6.179366488629401,3.05400000004566,4.89949175401961,1.6654274751633176,Iris-versicolor
+17,6.189830680233044,3.0540000000132532,5.0354411275099356,1.6679519935254374,Iris-virginica
+18,6.179366488715915,3.0540000000482967,4.899494067661713,1.6654274752298377,Iris-versicolor
+19,6.179394613795069,3.0540000040762645,4.909487804580365,1.6656144131765775,Iris-versicolor
+20,6.179366488696507,3.0540000000833065,4.899493455564953,1.6654274752684244,Iris-versicolor
+21,5.108947716173044,3.0540000000362686,4.899491305416016,1.6654274751354696,Iris-versicolor
+22,5.108947716173037,3.0540000000291103,4.899491302289195,1.6654274751353617,Iris-versicolor
+23,5.108947716173427,3.0540000000334087,4.8994913840586305,1.6654274751392932,Iris-versicolor
+24,6.193462275499766,3.054000000009069,5.034936163723108,1.6695041287251136,Iris-virginica
+25,6.179367673815528,3.054000000021668,4.902070632858646,1.6654282340483464,Iris-versicolor
+26,6.179366544436795,3.0540000001224845,4.899757577274454,1.6654276504449,Iris-versicolor
+27,6.179369802584282,3.0540000000111225,4.90433243816045,1.6654350661402317,Iris-versicolor
+28,6.186348934426906,3.054000000022178,5.013750509664868,1.6677319872082774,Iris-virginica
+29,6.179366488625189,3.054000000074269,4.899491522302628,1.665427475149262,Iris-versicolor
+30,6.195949901898177,3.054000000003297,5.043063222877398,1.6681140239484058,Iris-virginica
+31,6.179366529652493,3.0540000006416546,4.899654597626755,1.6654275524901236,Iris-versicolor
+0,6.193052220189905,3.054000000009672,5.048076478339334,1.6692773218182115,Iris-virginica
+1,6.181632161091039,3.054000000016922,4.98144381456951,1.6661003594359058,Iris-virginica
+2,6.188400979718128,3.0540000000060377,5.018204884339728,1.6673745121183563,Iris-virginica
+3,6.179366490154871,3.054000000013107,4.899512007762947,1.6654274772808286,Iris-versicolor
+4,6.192989004224348,3.0540000000144767,5.077753816053194,1.6682391668306857,Iris-virginica
+5,6.19234186359663,3.0540000000140988,5.026426595281974,1.6702005666189248,Iris-virginica
+6,6.1799137596026075,3.054000000159048,4.942516740937903,1.6658579071962405,Iris-virginica
+7,6.179366682608109,3.0540000000228753,4.900163975291002,1.6654277393351837,Iris-versicolor
+8,6.1793664889447015,3.054000000112033,4.89949723136838,1.665427475817999,Iris-versicolor
+9,6.187161879445751,3.0540000000175467,5.0161133274614,1.6677566832389537,Iris-virginica
+10,6.1836722942156905,3.054000000083491,4.995108128387636,1.667516092240154,Iris-virginica
+11,6.190194062926562,3.054000000027682,5.049351676053387,1.6686214727395836,Iris-virginica
+12,5.1089477161730406,3.0540000000328913,4.8994913038161405,1.6654274751354636,Iris-versicolor
+13,5.108947716173687,3.054000000031968,4.899491413792655,1.6654274751401905,Iris-versicolor
+14,6.179366488624936,3.0540000000350305,4.8994915145141436,1.665427475149612,Iris-versicolor
+15,6.179366500273779,3.0540000000209533,4.899573337718059,1.665427488641447,Iris-versicolor
+16,6.181232089551948,3.0540000000152934,4.9604322932866,1.6662788755283788,Iris-virginica
+17,6.179366489128106,3.054000000012057,4.899500851208595,1.6654274760081273,Iris-versicolor
+18,6.183589475332962,3.0540000000413827,4.982396091850276,1.6675679518858084,Iris-virginica
+19,5.1089477161737635,3.0540000001350585,4.899491415683013,1.6654274751420655,Iris-versicolor
+20,6.179369039879316,3.054000000006155,4.9034922135946655,1.6654321434168071,Iris-versicolor
+21,6.179366488865738,3.0540000009442485,4.899495948222317,1.665427475867569,Iris-versicolor
+22,6.195735399587095,3.05400000000495,5.032675376751912,1.6692380456086104,Iris-virginica
+23,6.179375771404351,3.0540000000146152,4.908834943466469,1.6654328662208207,Iris-versicolor
+24,6.179366571015285,3.0540000001762193,4.899806830590193,1.6654275855887564,Iris-versicolor
+25,6.1849839404452345,3.0540000000339216,4.995623973127888,1.6676468499421804,Iris-virginica
+26,6.17936943526141,3.054000000041777,4.903958949824972,1.66543116906322,Iris-versicolor
+27,6.189541220772868,3.0540000000378686,5.025487581508227,1.6696342416455878,Iris-virginica
+28,6.193752219499017,3.054000000008154,5.05209516463084,1.6692382213839736,Iris-virginica
+29,5.108947716173872,3.054000000050204,4.899491434721175,1.6654274751434042,Iris-versicolor
+30,6.179366488624382,3.0540000000257326,4.899491491094753,1.6654274751435656,Iris-versicolor
+31,5.108947716173665,3.0540000000540313,4.899491409995704,1.6654274751411193,Iris-versicolor
+0,6.192339917074188,3.0540000000153507,5.073681250281969,1.6682014069384856,Iris-virginica
+1,6.180011517060308,3.0540000000264875,4.948310179520686,1.6656883028840865,Iris-virginica
+2,6.179366505488603,3.0540000001793337,4.899585003274358,1.6654275004706227,Iris-versicolor
+3,5.108947716173074,3.054000000040167,4.899491315319405,1.6654274751360216,Iris-versicolor
+4,6.186722336273005,3.054000000175078,5.000179015382195,1.6710170537838867,Iris-virginica
+5,5.108947716173069,3.054000000028675,4.899491315198602,1.6654274751356457,Iris-versicolor
+6,6.179376435850208,3.054000000390015,4.906204787992052,1.6654782011205567,Iris-versicolor
+7,5.108947716173194,3.054000000025604,4.8994913432394,1.6654274751375766,Iris-versicolor
+8,6.181897561791797,3.05400000000149,4.966687015506972,1.6663166078919547,Iris-virginica
+9,6.191910047950652,3.0540000000175525,5.046117644079106,1.6692451488093023,Iris-virginica
+10,6.179366687208343,3.0540000007448835,4.900038102416777,1.6654282567451235,Iris-versicolor
+11,6.180100978311432,3.0540000003555354,4.9479543754703945,1.6660276174426185,Iris-virginica
+12,6.182879593169671,3.054000000123172,4.986421694425971,1.6673632123318507,Iris-virginica
+13,5.10894771617321,3.0540000000354977,4.899491344989762,1.6654274751380125,Iris-versicolor
+14,6.179366488652443,3.0540000002390033,4.899492378709663,1.6654274752235214,Iris-versicolor
+15,6.1842082432348455,3.0540000000506717,5.012614525620441,1.6670510985009606,Iris-virginica
+16,6.179366641037754,3.0540000000494687,4.9000609968768885,1.6654275943045982,Iris-versicolor
+17,6.192223630484965,3.054000000018293,5.050211759140851,1.6692455737696927,Iris-virginica
+18,5.108947716174963,3.0540000001416234,4.899491532266872,1.6654274751483467,Iris-versicolor
+19,6.18533932301518,3.0540000000042715,4.998847987120912,1.6668649361801953,Iris-virginica
+20,6.192685983944686,3.054000000011815,5.03018427626655,1.669990621096268,Iris-virginica
+21,5.108947716173036,3.054000000029856,4.899491301999117,1.665427475135345,Iris-versicolor
+22,6.179366488921599,3.0540000000527354,4.899497169898284,1.6654274756051082,Iris-versicolor
+23,6.179420894075729,3.054000000053318,4.914032640469093,1.6655429496074974,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..238d02a833d050054edb928fdd8ec4b5c6d7b9d3
--- /dev/null
+++ b/iris/lct_gan/0/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1796791358478265,3.0540000000055407,4.931647653380082,1.6655666550155361,Iris-virginica
+1,5.108947716173042,3.0540000000330716,4.899491304872594,1.665427475135466,Iris-versicolor
+2,6.19464599400167,3.054000000005256,5.075363120503576,1.6679662684425078,Iris-virginica
+3,6.193014155636808,3.054000000011051,5.0444856761611385,1.6691324637509835,Iris-virginica
+4,5.108947716173038,3.0540000000289798,4.899491302988363,1.6654274751353992,Iris-versicolor
+5,6.186004563094581,3.054000000043312,5.032159594545874,1.6673850888196677,Iris-virginica
+6,6.189769477021887,3.0540000000570586,5.006327022964521,1.6720093599498604,Iris-virginica
+7,6.179366806134556,3.0540000000498924,4.900489872255218,1.6654278187092837,Iris-versicolor
+8,5.108947716173067,3.0540000000378136,4.899491312527188,1.6654274751359344,Iris-versicolor
+9,5.108947716173061,3.0540000000289,4.899491310797359,1.6654274751358689,Iris-versicolor
+10,6.179903567462606,3.0540000002764316,4.939094124531184,1.666054329333266,Iris-virginica
+11,6.1793664889794835,3.054000000057305,4.899497896005864,1.6654274757198433,Iris-versicolor
+12,6.1912732687901695,3.054000000024613,5.032206570248248,1.6700864933022863,Iris-virginica
+13,6.191017142829621,3.05400000002878,5.033658064421474,1.6700265812281965,Iris-virginica
+14,6.181572505790501,3.0540000000744816,4.967334826201323,1.666755776824924,Iris-virginica
+15,6.179366488644304,3.054000000298289,4.899492112850413,1.6654274752033926,Iris-versicolor
+16,6.179978203299547,3.0540000040693274,4.931019056323318,1.6687616609325784,Iris-virginica
+17,6.179623386620696,3.0540000000098706,4.92800136146613,1.6656497896506952,Iris-virginica
+18,6.1825309955411285,3.054000000929125,4.975005316797841,1.6693490075789736,Iris-virginica
+19,6.179366488907714,3.0540000000233163,4.899497607798095,1.6654274754664955,Iris-versicolor
+20,6.192678987061011,3.0540000000113023,5.04979125406492,1.6691802946334737,Iris-virginica
+21,5.108947716173163,3.0540000000428535,4.899491336886521,1.66542747513624,Iris-versicolor
+22,6.179426626696956,3.0540000008017754,4.915553672689496,1.66557145895162,Iris-versicolor
+23,6.179366511011044,3.0540000000116674,4.899652874906839,1.6654275293663794,Iris-versicolor
+24,6.179366769128521,3.054000000007672,4.900438931395059,1.6654280312358778,Iris-versicolor
+25,6.1927963556713035,3.054000000014238,5.062512101673185,1.6687227627827488,Iris-virginica
+26,5.1089477161730885,3.054000000047519,4.899491319831477,1.665427475136266,Iris-versicolor
+27,6.179366489041661,3.0540000000369223,4.89949968470121,1.6654274757711764,Iris-versicolor
+28,6.179374111607472,3.054000000030844,4.906699014654149,1.665441197596422,Iris-versicolor
+29,6.184298910256229,3.054000000071092,4.99102594485413,1.6678748273253978,Iris-virginica
+30,6.179366488628643,3.0540000000250216,4.899491701177501,1.6654274751584854,Iris-versicolor
+31,5.108947716173094,3.0540000000297858,4.899491322185745,1.6654274751358726,Iris-versicolor
+0,5.10894771617308,3.054000000033779,4.8994913179045385,1.6654274751358744,Iris-versicolor
+1,6.17936656402209,3.0540000001468983,4.899801796927862,1.665427757145177,Iris-versicolor
+2,5.108947716173043,3.05400000002863,4.8994913055546965,1.6654274751355138,Iris-versicolor
+3,5.108947716173171,3.0540000000656384,4.89949133603655,1.6654274751372877,Iris-versicolor
+4,6.1847801241379905,3.054000000003173,4.998050038029559,1.6665579414499012,Iris-virginica
+5,6.179366529400418,3.054000000026421,4.899705987059983,1.6654275192662527,Iris-versicolor
+6,6.179366496652054,3.05400000079631,4.899545651518755,1.6654274966491878,Iris-versicolor
+7,6.195084654546403,3.0540000000046885,5.071765914821756,1.6681321854993736,Iris-virginica
+8,6.179366494073234,3.054000000173999,4.899537699649033,1.6654274880859707,Iris-versicolor
+9,6.179651042864875,3.0540000000108383,4.930256786128382,1.6655917771918631,Iris-virginica
+10,6.179366742189384,3.0540000000137764,4.900423009011382,1.665427660799946,Iris-versicolor
+11,5.108947716173097,3.054000000029318,4.899491321816068,1.6654274751362694,Iris-versicolor
+12,6.179380754015355,3.0540000000254093,4.908902283435985,1.6654514657780066,Iris-versicolor
+13,6.179372726513909,3.054000000039066,4.906162570361769,1.6654408484847194,Iris-versicolor
+14,6.191075063724282,3.054000000005904,5.020513484971779,1.6681925188633708,Iris-virginica
+15,6.182286253111533,3.0540000000102188,4.987702745342556,1.6662100863396447,Iris-virginica
+16,5.108947716173053,3.0540000000288767,4.899491310118964,1.6654274751353986,Iris-versicolor
+17,6.188696952917262,3.054000000009615,5.017375443017658,1.6676707929120496,Iris-virginica
+18,6.179493610988694,3.054000000672814,4.920637265073206,1.6657117453937647,Iris-virginica
+19,6.189062508716241,3.0540000000592644,5.002666601444669,1.6717006237791947,Iris-virginica
+20,6.1793664896063865,3.0540000000375027,4.899506663747093,1.665427475824487,Iris-versicolor
+21,6.179366505736771,3.0540000005849066,4.899588680585441,1.665427539509233,Iris-versicolor
+22,6.191755016362093,3.0540000000163623,5.032793991651089,1.6699757450356127,Iris-virginica
+23,6.1797541845016015,3.05400000001266,4.934122426181885,1.6656610425365816,Iris-virginica
+24,6.192612453920032,3.0540000000139584,5.064640966464235,1.6685018474092448,Iris-virginica
+25,6.190988049569781,3.05400000003113,5.0116275731174085,1.6715381934774713,Iris-virginica
+26,6.179366913271075,3.054000000014284,4.900720022789585,1.6654281780655118,Iris-versicolor
+27,6.191855541139226,3.054000000013121,5.034476574762748,1.6692446002759767,Iris-virginica
+28,6.179366488635515,3.0540000000517735,4.899491970031019,1.6654274751652596,Iris-versicolor
+29,5.108947716173296,3.0540000000563063,4.8994913609950475,1.6654274751378508,Iris-versicolor
+30,6.179366488626302,3.054000000032299,4.8994915821702465,1.6654274751515128,Iris-versicolor
+31,5.108947716173819,3.0540000001023566,4.899491423621163,1.6654274751430063,Iris-versicolor
+0,5.108947716173069,3.0540000000408165,4.899491314342896,1.6654274751357916,Iris-versicolor
+1,6.186605291153547,3.0540000000677434,5.0144455649587165,1.66847463057226,Iris-virginica
+2,6.1806920909713305,3.0540000000030147,4.952454922282964,1.6660422340205017,Iris-virginica
+3,6.179949815715095,3.054000000007603,4.940197550136526,1.665705499123457,Iris-virginica
+4,6.190163908561007,3.0540000000348613,5.031948604104171,1.6697617436289989,Iris-virginica
+5,5.108947716173284,3.0540000000295877,4.899491358173673,1.6654274751365068,Iris-versicolor
+6,6.1900497894998185,3.0540000000651695,5.001018912425028,1.6734220616486748,Iris-virginica
+7,6.179366614033799,3.0540000000384215,4.899986866961839,1.6654277430837285,Iris-versicolor
+8,6.179483815151111,3.0540000043123134,4.91675455474234,1.6661770884406109,Iris-virginica
+9,6.192107767780286,3.0540000000102356,5.02611322382333,1.668639771933672,Iris-virginica
+10,6.179367279408479,3.05400000008288,4.9012884404353,1.6654282513958703,Iris-versicolor
+11,6.195083610172973,3.0540000000063277,5.074665013540031,1.668359870467428,Iris-virginica
+12,6.185542068804799,3.0540000000408183,5.02432917269427,1.6672896040535448,Iris-virginica
+13,5.108947716173036,3.0540000000292564,4.899491302016462,1.6654274751353515,Iris-versicolor
+14,6.1814763803841535,3.0540000000192586,4.968842144668357,1.6662723038340488,Iris-virginica
+15,5.1089477161731,3.0540000000320964,4.8994913220331835,1.6654274751363767,Iris-versicolor
+16,6.189755640119706,3.054000000054264,5.01247127224052,1.6715379177833984,Iris-virginica
+17,6.190197762155814,3.0540000000371412,5.059614828953991,1.6683096189012547,Iris-virginica
+18,6.1797868855295865,3.054000000105102,4.930579603380215,1.6661271556457096,Iris-virginica
+19,6.18746677722718,3.0540000000033793,5.013987314230559,1.667051578110768,Iris-virginica
+20,6.193968612558259,3.0540000000056717,5.034725648541439,1.6696867797188908,Iris-virginica
+21,6.191313055374223,3.0540000000258787,5.010252996028739,1.6720312800756445,Iris-virginica
+22,6.187352740433057,3.0540000000174117,5.02569782153935,1.6677367890159909,Iris-virginica
+23,6.1793664886246376,3.0540000000242613,4.899491504315907,1.6654274751463598,Iris-versicolor
+24,6.190162159340089,3.0540000000438474,5.01497824390967,1.6712280763894525,Iris-virginica
+25,6.179366489250942,3.0540000000534144,4.899502216278145,1.665427476156347,Iris-versicolor
+26,6.190023765917023,3.0540000000368783,5.01874924468206,1.6700772473550576,Iris-virginica
+27,6.1900952099835305,3.0540000000336085,5.038230953940768,1.6692432760471976,Iris-virginica
+28,5.108947716173047,3.0540000000391827,4.899491306167245,1.665427475135585,Iris-versicolor
+29,6.179366506100245,3.0540000001265386,4.899595938493313,1.6654275248237718,Iris-versicolor
+30,5.108947716173098,3.0540000000499004,4.899491322502357,1.66542747513627,Iris-versicolor
+31,5.10894771617331,3.0540000000315017,4.899491364103676,1.6654274751383622,Iris-versicolor
+0,5.108947716173056,3.0540000000305163,4.899491308532252,1.665427475135778,Iris-versicolor
+1,6.182364165600394,3.054000000029368,4.976375572772248,1.666840605464557,Iris-virginica
+2,6.179715767502973,3.054000000003163,4.93085878425676,1.665647265097435,Iris-virginica
+3,5.108947716173038,3.0540000000277088,4.899491303352944,1.6654274751353473,Iris-versicolor
+4,6.182095732695936,3.054000000044364,4.967333269099367,1.6670498156670757,Iris-virginica
+5,6.180631525765672,3.0540000001327154,4.951119232095946,1.666614595256429,Iris-virginica
+6,6.191542909556421,3.0540000000202374,5.029046403688827,1.6700365376178437,Iris-virginica
+7,6.179366505907791,3.0540000000203076,4.899620132236094,1.665427519309792,Iris-versicolor
+8,6.179883360440243,3.054000000027854,4.932222249015409,1.6660580186786904,Iris-virginica
+9,6.179366489853662,3.0540000001866177,4.899507465366724,1.6654274784985066,Iris-versicolor
+10,6.18105529152696,3.054000000080215,4.956222164749027,1.666732185303823,Iris-virginica
+11,5.108947716174133,3.054000000059181,4.899491460350843,1.665427475140871,Iris-versicolor
+12,6.188350637154031,3.054000000066484,5.0154421727445575,1.6699005829194107,Iris-virginica
+13,6.183756621444158,3.0540000003408596,4.9871394621467395,1.669308479734595,Iris-virginica
+14,6.179381681554192,3.0540000000260012,4.909253775752147,1.6654444648394626,Iris-versicolor
+15,6.1904668068344275,3.0540000000075973,5.015009773660917,1.668425238714823,Iris-virginica
+16,6.194715600305586,3.0540000000050522,5.041752168044414,1.6686259221809079,Iris-virginica
+17,5.108947716173165,3.0540000000270133,4.899491336009161,1.6654274751372729,Iris-versicolor
+18,6.1793664886280935,3.0540000000742973,4.899491685544997,1.6654274751616267,Iris-versicolor
+19,6.183672550428798,3.0540000002776218,4.975923406623219,1.6699299830821637,Iris-virginica
+20,6.179366488866825,3.0540000001341414,4.899496044961419,1.6654274754322467,Iris-versicolor
+21,6.182640628955689,3.0540000003739998,4.97666870815889,1.6685509678548394,Iris-virginica
+22,5.108947716173043,3.0540000000289234,4.899491305548372,1.6654274751354572,Iris-versicolor
+23,6.179366488629183,3.0540000000325676,4.899491718512388,1.6654274751459428,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..992ddfcd221f962268bf0e6e436dc75eb22cb85c
--- /dev/null
+++ b/iris/lct_gan/0/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.191172442831912,3.0540000000200767,5.0312687446245885,1.6700165461270755,Iris-virginica
+1,5.108947716173055,3.054000000030779,4.8994913086852,1.6654274751357847,Iris-versicolor
+2,6.179367747454839,3.0540000000282648,4.901775121171831,1.6654296604693266,Iris-versicolor
+3,6.186290202016441,3.0540000000856766,5.008041548553246,1.6688684083725431,Iris-virginica
+4,5.1089477161737875,3.054000000057526,4.899491421568317,1.66542747514018,Iris-versicolor
+5,5.10894771617319,3.054000000041563,4.899491340123403,1.6654274751370541,Iris-versicolor
+6,6.179366519875808,3.05400000001981,4.899676160389,1.6654275279023654,Iris-versicolor
+7,6.1841134192865095,3.0540000000072,5.009797934545551,1.6664771449380422,Iris-virginica
+8,6.179366489300555,3.054000000543993,4.8995010357914,1.6654274768060549,Iris-versicolor
+9,5.108947716173049,3.0540000000321244,4.899491307089914,1.6654274751356306,Iris-versicolor
+10,6.180961874833475,3.054000000634218,4.953138583842824,1.6679629450238687,Iris-virginica
+11,6.1936093118450035,3.054000000006052,5.03835120723638,1.669424424997675,Iris-virginica
+12,5.1089477161730485,3.0540000000374454,4.899491306630973,1.6654274751356273,Iris-versicolor
+13,6.196279752396188,3.054000000004027,5.045676577753255,1.668667840934511,Iris-virginica
+14,6.188511405824671,3.054000000027603,5.009949667565039,1.6688794495938974,Iris-virginica
+15,6.18961424604027,3.0540000000242165,5.0271913136914295,1.6689949327839235,Iris-virginica
+16,6.189436982125732,3.0540000000233865,5.0196693356023205,1.6693696352868332,Iris-virginica
+17,6.192411698575102,3.054000000012743,5.078992156100876,1.6678118153243138,Iris-virginica
+18,6.187628764565882,3.054000000055563,5.019820605868616,1.6688942338924722,Iris-virginica
+19,6.187769045251214,3.0540000000357925,5.028372685069167,1.6682746271651492,Iris-virginica
+20,6.179366678088406,3.0540000011013198,4.900001546136008,1.665428306949914,Iris-versicolor
+21,6.1910358404604775,3.054000000024026,5.06625348624131,1.6681411639091588,Iris-virginica
+22,5.108947716173036,3.0540000000295926,4.899491301819566,1.6654274751353597,Iris-versicolor
+23,6.187734933700352,3.0540000000464462,5.023380040884524,1.6687721823727257,Iris-virginica
+24,6.179653943563275,3.054000002710229,4.927894306016611,1.6662277672612265,Iris-virginica
+25,5.108947716173036,3.0540000000292555,4.89949130211372,1.6654274751353342,Iris-versicolor
+26,6.179366495865371,3.054000000115414,4.8995504675265975,1.6654274838321002,Iris-versicolor
+27,6.187048936524732,3.054000000085039,5.000061676181006,1.669922233468594,Iris-virginica
+28,6.187022140468132,3.054000000024333,5.026661273684352,1.6677877355269868,Iris-virginica
+29,6.179441353062768,3.0540000000100496,4.915701944440178,1.6655317518425827,Iris-virginica
+30,5.108947716173796,3.0540000000409018,4.899491436108422,1.6654274751400053,Iris-versicolor
+31,6.182990844735588,3.0540000000082514,4.977760367951664,1.6666658893417945,Iris-virginica
+0,6.179366517402506,3.054000000051561,4.899653959142648,1.665427516663141,Iris-versicolor
+1,6.181668047658424,3.0540000000347076,4.973154397832589,1.6664189814413748,Iris-virginica
+2,5.108947716173052,3.0540000000306895,4.899491308373141,1.6654274751357114,Iris-versicolor
+3,6.1867966582924625,3.054000000007372,5.008043149429152,1.6673011993139495,Iris-virginica
+4,6.179366488624551,3.0540000000269307,4.899491503885231,1.665427475148326,Iris-versicolor
+5,6.179366489085494,3.0540000003706282,4.89949862109131,1.6654274760175232,Iris-versicolor
+6,6.179366495139355,3.054000001039793,4.899532547446503,1.665427487956735,Iris-versicolor
+7,6.1811397313497585,3.054000000051403,4.977685789646751,1.666075662946419,Iris-virginica
+8,5.108947716173043,3.0540000000276613,4.899491305902639,1.6654274751353915,Iris-versicolor
+9,6.193398485059104,3.054000000007298,5.040963949276929,1.669431485783894,Iris-virginica
+10,6.1793719853699045,3.0540000004279904,4.90533762954899,1.6654446066644488,Iris-versicolor
+11,6.18974179554856,3.0540000000342427,5.028896934407927,1.6693161926433326,Iris-virginica
+12,5.108947716173679,3.0540000000442973,4.8994914091560355,1.6654274751401892,Iris-versicolor
+13,5.1089477161731045,3.0540000000376306,4.899491324577993,1.6654274751361304,Iris-versicolor
+14,6.179366489057078,3.0540000000715737,4.899499098952102,1.665427475720004,Iris-versicolor
+15,6.192636521917065,3.0540000000113725,5.0288044838243415,1.6701865735133994,Iris-virginica
+16,5.108947716173242,3.0540000000349856,4.899491352530646,1.6654274751371723,Iris-versicolor
+17,5.108947716173139,3.0540000000532097,4.899491328765237,1.6654274751368778,Iris-versicolor
+18,5.108947716173128,3.0540000000424112,4.899491327985962,1.6654274751365599,Iris-versicolor
+19,6.189253674370563,3.054000000070299,5.005365159188582,1.6726577871075037,Iris-virginica
+20,5.1089477161799275,3.0540000002639767,4.899491847779043,1.6654274751804556,Iris-versicolor
+21,5.10894771617326,3.0540000000384553,4.899491355509909,1.6654274751378115,Iris-versicolor
+22,5.108947716174225,3.0540000000317287,4.899491471775293,1.665427475140878,Iris-versicolor
+23,5.108947716173174,3.0540000000520564,4.899491337755401,1.6654274751365457,Iris-versicolor
+24,6.18701895157356,3.0540000001116034,4.992555031481436,1.6715380283057266,Iris-virginica
+25,6.194453139083782,3.054000000006901,5.050861477128762,1.6692585574923329,Iris-virginica
+26,6.192191420837119,3.0540000000164045,5.045567342986342,1.6693107811275734,Iris-virginica
+27,6.194464795908717,3.0540000000060004,5.043048477309481,1.6691610413176639,Iris-virginica
+28,6.179366488640893,3.054000000037393,4.8994921591754075,1.6654274751617804,Iris-versicolor
+29,6.187675697926992,3.054000000039136,5.027529611288207,1.6684480986882269,Iris-virginica
+30,6.179366488640878,3.054000000043991,4.899492194286114,1.6654274751987808,Iris-versicolor
+31,6.187753350368263,3.0540000000514076,5.00925034743772,1.668976440889466,Iris-virginica
+0,6.179366494337064,3.054000000033665,4.899543975968203,1.665427486061194,Iris-versicolor
+1,6.194887117377543,3.054000000005604,5.03487209116633,1.6693066983267393,Iris-virginica
+2,5.108947716173041,3.0540000000301633,4.899491304484785,1.6654274751354774,Iris-versicolor
+3,6.179366489332625,3.0540000000181555,4.899504836781603,1.6654274757000878,Iris-versicolor
+4,6.181230671839417,3.0540000000946135,4.959480322423489,1.6669255057805705,Iris-virginica
+5,6.179366488680011,3.0540000000290837,4.899493331683352,1.6654274751845028,Iris-versicolor
+6,6.179366676753133,3.054000000029,4.900181805310224,1.6654279085147987,Iris-versicolor
+7,6.179396562675935,3.0540000000088616,4.9125603560143825,1.6654480181730922,Iris-virginica
+8,6.185499867891514,3.054000000111224,5.0110705058225715,1.6683665295396501,Iris-virginica
+9,6.179389045091134,3.054000000192448,4.90945795152776,1.6654859658525665,Iris-versicolor
+10,6.184566206062512,3.054000000214457,4.9789267186109365,1.670774374484051,Iris-virginica
+11,6.191084951110121,3.0540000000182137,5.03513388440437,1.6688018384497254,Iris-virginica
+12,6.193817941124194,3.054000000007292,5.027280437454771,1.6692017261771581,Iris-virginica
+13,6.182305069959917,3.0540000006651566,4.9667420143491405,1.669658434208316,Iris-virginica
+14,6.193255348730535,3.0540000000087355,5.047144280795033,1.6686213371356202,Iris-virginica
+15,6.179367117048562,3.054000000059961,4.9010293309898945,1.6654291552145268,Iris-versicolor
+16,5.108947716173058,3.054000000032818,4.89949131114454,1.6654274751356206,Iris-versicolor
+17,6.179366488694172,3.0540000000181444,4.899493525242092,1.6654274752505203,Iris-versicolor
+18,6.179366488923188,3.0540000000323677,4.899497365501675,1.6654274756408267,Iris-versicolor
+19,5.108947716173037,3.0540000000310656,4.899491302739238,1.6654274751353444,Iris-versicolor
+20,5.108947716173081,3.0540000000426737,4.89949131667289,1.665427475136088,Iris-versicolor
+21,5.108947716173043,3.054000000032603,4.899491304462251,1.6654274751355118,Iris-versicolor
+22,5.108947716173691,3.0540000000602903,4.899491414425561,1.6654274751411329,Iris-versicolor
+23,5.108947716174344,3.0540000000584686,4.899491485260032,1.665427475144119,Iris-versicolor
+24,6.179366488665955,3.054000000024469,4.89949280333622,1.6654274752265752,Iris-versicolor
+25,6.179367221984441,3.0540000003447068,4.901094352210257,1.6654312769840294,Iris-versicolor
+26,6.180725807396263,3.0540000000710896,4.965977833733935,1.6661052871615851,Iris-virginica
+27,6.179431591648374,3.0540000012851145,4.915357867118571,1.6656130204703459,Iris-versicolor
+28,5.108947716173054,3.0540000000392826,4.899491308749399,1.6654274751357014,Iris-versicolor
+29,6.179366488867643,3.054000000119079,4.899496405603001,1.6654274754784757,Iris-versicolor
+30,6.183888502871213,3.0540000000267504,4.9883532637684205,1.6672353247437859,Iris-virginica
+31,6.179366488627326,3.0540000000589718,4.8994916683605645,1.665427475155486,Iris-versicolor
+0,6.17936650266776,3.054000000014498,4.899593588293847,1.6654274946678407,Iris-versicolor
+1,6.179366488636144,3.054000000028932,4.899492032420149,1.6654274751515357,Iris-versicolor
+2,6.181072760729255,3.0540000007419144,4.952215866485529,1.6686140442932955,Iris-virginica
+3,6.190869974717642,3.054000000019867,5.041321457384581,1.6689802345377887,Iris-virginica
+4,5.108947716173041,3.054000000029958,4.899491304752881,1.6654274751354419,Iris-versicolor
+5,6.179366488632068,3.054000000048453,4.899491822462305,1.6654274751659859,Iris-versicolor
+6,6.179366534963525,3.0540000015421054,4.899675101276801,1.6654276797431005,Iris-versicolor
+7,5.108947716174279,3.054000000071827,4.8994914816790045,1.6654274751435902,Iris-versicolor
+8,6.1952090228290855,3.054000000005659,5.078473547348316,1.6681317254654768,Iris-virginica
+9,5.108947716173107,3.054000000055824,4.899491323414709,1.665427475136271,Iris-versicolor
+10,6.179367445586751,3.0540000000870924,4.901573761780928,1.665429953909445,Iris-versicolor
+11,6.17936648864226,3.054000000016719,4.899492153743931,1.6654274751889755,Iris-versicolor
+12,5.108947716173067,3.0540000000368317,4.899491312358777,1.6654274751359068,Iris-versicolor
+13,6.179366491842762,3.0540000001113996,4.899523903440882,1.665427482421038,Iris-versicolor
+14,6.183819379363425,3.054000000287234,4.98957543246808,1.6687878239330478,Iris-virginica
+15,6.179367966403959,3.054000000119796,4.902089399376593,1.665429903085838,Iris-versicolor
+16,6.1874252044717455,3.054000000061403,4.992812578646272,1.6710356235741546,Iris-virginica
+17,6.17936648869131,3.0540000001328402,4.899493275078132,1.6654274752595772,Iris-versicolor
+18,6.180627447881333,3.0540000011052086,4.948433131167678,1.66779483913551,Iris-virginica
+19,5.1089477161730485,3.054000000038306,4.899491307038517,1.665427475135599,Iris-versicolor
+20,6.179473116336617,3.0540000002250043,4.918869508797243,1.6656499359602346,Iris-virginica
+21,6.179366488684914,3.0540000000251024,4.8994933091809205,1.6654274752236122,Iris-versicolor
+22,6.189152190275779,3.0540000000083065,5.021460077892394,1.667677873274179,Iris-virginica
+23,6.1875317312588,3.0540000000752716,5.004438001902017,1.6696309288305669,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..5e8a19e8600f61390f2a9160c69291a28cd2cbea
--- /dev/null
+++ b/iris/lct_gan/0/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488638781,3.0540000000488585,4.8994921087592,1.6654274751797065,Iris-versicolor
+1,5.108947716173343,3.0540000000746272,4.899491364672258,1.6654274751393483,Iris-versicolor
+2,5.108947716173048,3.0540000000285197,4.89949130789287,1.665427475135451,Iris-versicolor
+3,6.193630768211283,3.0540000000035588,5.0332319062524995,1.6692379187730237,Iris-virginica
+4,6.187216893105964,3.054000000013272,5.011570216735331,1.6676278423448305,Iris-virginica
+5,6.180179336907401,3.0540000000361416,4.94804335227833,1.665900159403048,Iris-virginica
+6,6.193702913639386,3.054000000003047,5.033026743999643,1.6679298221754686,Iris-virginica
+7,6.179366488628806,3.054000000074469,4.899491693888204,1.6654274751614053,Iris-versicolor
+8,6.19333880239431,3.0540000000082137,5.050443585983022,1.668667922908636,Iris-virginica
+9,6.179366489644573,3.0540000000218357,4.89950759587331,1.665427476844094,Iris-versicolor
+10,6.179366488664831,3.0540000000182013,4.8994928033637,1.6654274752287226,Iris-versicolor
+11,6.193952471481053,3.054000000010044,5.019179217438155,1.670942249743714,Iris-virginica
+12,6.1936242105500785,3.054000000007518,5.051757930115719,1.6686855465298966,Iris-virginica
+13,6.1913578937138665,3.0540000000264818,5.008929684489598,1.6720416312461537,Iris-virginica
+14,6.192881489535324,3.0540000000093346,5.045388495131193,1.6692802863451581,Iris-virginica
+15,6.188300599954127,3.054000000116369,5.0041446226319355,1.6725296823491818,Iris-virginica
+16,6.179437832131477,3.0540000000804755,4.919033501649598,1.6654882759438254,Iris-virginica
+17,6.18328473929695,3.054000000013524,4.9871692159262775,1.666721179155975,Iris-virginica
+18,6.1924448814841675,3.0540000000135863,5.030778751528853,1.670118247468277,Iris-virginica
+19,6.186024581878742,3.054000000014725,4.995822225349978,1.6678410360412204,Iris-virginica
+20,6.179367176900853,3.0540000001206433,4.901133537908206,1.6654298906306488,Iris-versicolor
+21,6.17936652172162,3.0540000000304603,4.899688318799188,1.6654275624959278,Iris-versicolor
+22,6.191916963961618,3.0540000000174756,5.0331764509105605,1.6699075111604023,Iris-virginica
+23,6.195471873076506,3.0540000000045056,5.049510537973394,1.6684644782195919,Iris-virginica
+24,5.108947716173147,3.0540000000372016,4.899491333253791,1.665427475136618,Iris-versicolor
+25,6.1793681906403,3.0540000000368126,4.902643911757906,1.6654352296017925,Iris-versicolor
+26,5.108947716173048,3.0540000000326377,4.899491306126103,1.6654274751356357,Iris-versicolor
+27,6.179374055409027,3.054000000477001,4.906516257628879,1.665448035026409,Iris-versicolor
+28,6.179366492258265,3.0540000000663587,4.899528380124272,1.6654274789428671,Iris-versicolor
+29,6.179882087958714,3.0540000000091414,4.942916597216012,1.6656178690767203,Iris-virginica
+30,6.184022470256413,3.054000000391212,4.992743553379659,1.669333608270544,Iris-virginica
+31,6.179382851097039,3.0540000000156087,4.910754152921307,1.6654382409321795,Iris-versicolor
+0,5.108947716173157,3.0540000000327634,4.899491335787397,1.6654274751360925,Iris-versicolor
+1,6.187971579098561,3.054000000033864,5.0316403229306355,1.6683890075788836,Iris-virginica
+2,5.108947716173056,3.054000000033971,4.899491309100323,1.6654274751357023,Iris-versicolor
+3,6.187566093096752,3.054000000004462,5.005763477125,1.6674138796822062,Iris-virginica
+4,6.179366488623899,3.0540000000274383,4.899491465207631,1.6654274751441178,Iris-versicolor
+5,6.189881929129223,3.0540000000270906,5.023323234803539,1.6694823888608388,Iris-virginica
+6,6.18204058761757,3.0540000000496352,4.972046141459132,1.6668804849588583,Iris-virginica
+7,6.179540741716688,3.0540000058563233,4.9194261164656,1.6665757353408,Iris-virginica
+8,6.185645322338679,3.0540000000425294,5.014888407256276,1.6677019306407754,Iris-virginica
+9,6.188353589007905,3.0540000000140615,5.017250649738029,1.6683311055021877,Iris-virginica
+10,6.179366793225137,3.0540000006102206,4.90020791583662,1.6654280500063312,Iris-versicolor
+11,5.108947716173052,3.05400000002611,4.899491309491018,1.6654274751353468,Iris-versicolor
+12,6.1826909077279515,3.0540000001652237,4.969622215227616,1.6685603392102446,Iris-virginica
+13,6.190290351646979,3.0540000000120258,5.037546979709832,1.6682401480731996,Iris-virginica
+14,6.191521145037234,3.054000000020721,5.028851609608831,1.6702693176244376,Iris-virginica
+15,6.179607108547909,3.0540000000739655,4.927013924322931,1.6656935281228225,Iris-virginica
+16,6.180372474618328,3.0540000000249448,4.956318567495005,1.6658505404089725,Iris-virginica
+17,6.189060983289629,3.0540000000359546,5.006343056737269,1.67027208109047,Iris-virginica
+18,5.108947716173046,3.0540000000300966,4.89949130648409,1.665427475135494,Iris-versicolor
+19,6.179366517489041,3.0540000012758024,4.899621895016992,1.665427640001624,Iris-versicolor
+20,5.108947716173616,3.0540000000702925,4.899491408017977,1.6654274751392795,Iris-versicolor
+21,6.1923617080861595,3.054000000014583,5.032416134909847,1.6698332226192063,Iris-virginica
+22,6.192194753350468,3.0540000000149634,5.041461296396358,1.6695330965865096,Iris-virginica
+23,6.179384663840181,3.0540000000313703,4.911082830410771,1.6654410798143753,Iris-versicolor
+24,6.179366488634246,3.0540000001381373,4.899491877147205,1.6654274751859037,Iris-versicolor
+25,6.187152779174466,3.0540000000642795,5.030309269655666,1.6683032361348527,Iris-virginica
+26,6.1867521720279735,3.0540000000332927,5.024407027792054,1.6678074229793949,Iris-virginica
+27,6.179451085691315,3.0540000003006518,4.918397561512626,1.6655555324318039,Iris-virginica
+28,6.190477818769227,3.0540000000141214,5.061673830519944,1.6676828794054583,Iris-virginica
+29,6.17936658468711,3.0540000000119525,4.899971834029662,1.6654277308436816,Iris-versicolor
+30,5.10894771617304,3.0540000000308356,4.899491303428076,1.6654274751354337,Iris-versicolor
+31,6.195713856770679,3.054000000003651,5.045983708297233,1.668963817282013,Iris-virginica
+0,6.179366488644197,3.0540000000858827,4.899492340813849,1.665427475211485,Iris-versicolor
+1,6.194266970107948,3.0540000000040814,5.047718069738985,1.6690162334137066,Iris-virginica
+2,5.108947716173098,3.0540000000291947,4.899491322299777,1.6654274751363678,Iris-versicolor
+3,6.190159821003316,3.0540000000391845,5.0270654948506746,1.6703543582344764,Iris-virginica
+4,6.179422007540641,3.054000001004762,4.914309465369085,1.6655800811843409,Iris-versicolor
+5,5.108947716173046,3.054000000035589,4.899491305493171,1.6654274751355822,Iris-versicolor
+6,6.179366493339804,3.0540000001059893,4.899533824991815,1.6654274826013116,Iris-versicolor
+7,5.108947716173053,3.0540000000282244,4.8994913081026334,1.6654274751357157,Iris-versicolor
+8,6.179366488625633,3.0540000000189726,4.899491548691311,1.6654274751481863,Iris-versicolor
+9,6.195030871406286,3.054000000004483,5.034162415372994,1.669404269966488,Iris-virginica
+10,6.179366719185301,3.05400000339913,4.900007229225934,1.6654290018670073,Iris-versicolor
+11,5.108947716173452,3.0540000000221545,4.89949138354544,1.665427475139757,Iris-versicolor
+12,6.194488332655714,3.054000000006599,5.03878862156407,1.6688638590125089,Iris-virginica
+13,6.183494352992216,3.0540000000145433,5.000206355341032,1.6665423069246719,Iris-virginica
+14,6.181344155422381,3.0540000000889402,4.963118369201182,1.666740181961305,Iris-virginica
+15,6.190512595428401,3.054000000029596,5.049480058796961,1.6686413806249007,Iris-virginica
+16,6.179618930647727,3.054000001737988,4.925552554433787,1.6662116505262643,Iris-virginica
+17,6.194530351605404,3.0540000000058116,5.050500041872402,1.6689121120005692,Iris-virginica
+18,6.193546238103865,3.05400000000786,5.025969845374979,1.6701570183746883,Iris-virginica
+19,6.193282912380691,3.0540000000102285,5.0430091808087205,1.6694622680874949,Iris-virginica
+20,6.179379114009087,3.0540000001273206,4.907438288673163,1.665466245636635,Iris-versicolor
+21,6.185549049653368,3.054000000002354,4.99795935091084,1.6668629207790344,Iris-virginica
+22,6.193220856520198,3.0540000000083514,5.042817213275247,1.6692970335365922,Iris-virginica
+23,5.1089477161730565,3.0540000000319374,4.899491309425587,1.6654274751358114,Iris-versicolor
+24,6.179831698814377,3.0540000013701936,4.93191702263828,1.6667204180404964,Iris-virginica
+25,6.194548441993765,3.0540000000043896,5.039748921984632,1.6681238190407073,Iris-virginica
+26,6.184306606758553,3.054000000095679,4.980569517454957,1.6692024121496887,Iris-virginica
+27,6.190758271380042,3.054000000027558,5.0223177346523125,1.6706788970588944,Iris-virginica
+28,6.179366488669609,3.0540000001156677,4.899492811115115,1.6654274752197529,Iris-versicolor
+29,6.179472430236695,3.0540000000151784,4.9235619246518985,1.6654762295262309,Iris-virginica
+30,6.19028408470922,3.054000000036756,5.031559728834231,1.6699795492875535,Iris-virginica
+31,6.184420393265586,3.0540000002308116,4.983113265496001,1.6702394717018891,Iris-virginica
+0,5.108947716173075,3.0540000000285294,4.899491316130388,1.665427475135898,Iris-versicolor
+1,6.179366537712947,3.054000000523979,4.899685410188723,1.6654275450100542,Iris-versicolor
+2,6.179371693032873,3.054000000130057,4.905980376535274,1.6654339432129235,Iris-versicolor
+3,6.1793679706929,3.0540000003381746,4.902023049206449,1.6654366059987482,Iris-versicolor
+4,6.179543936036182,3.0540000000936636,4.923724774691473,1.6656498583193187,Iris-virginica
+5,5.108947716173042,3.054000000027399,4.899491305816137,1.665427475135331,Iris-versicolor
+6,6.17936649369465,3.054000000237687,4.899534971319092,1.6654274856805018,Iris-versicolor
+7,6.192925484288954,3.054000000011066,5.046403613044699,1.6694069004794616,Iris-virginica
+8,6.180768013799829,3.054000000084932,4.954351478718386,1.666468444363445,Iris-virginica
+9,6.182252334504828,3.0540000000188456,4.967897559096047,1.6668740064540188,Iris-virginica
+10,6.179366488850821,3.0540000000214063,4.899496418005645,1.6654274755752843,Iris-versicolor
+11,6.18353879463728,3.0540000000142804,5.001970526843115,1.6665776234985425,Iris-virginica
+12,6.191930946574112,3.0540000000186556,5.0380433512955065,1.6696558669092199,Iris-virginica
+13,6.191711717392631,3.054000000009704,5.032215687736807,1.6687640090222597,Iris-virginica
+14,5.108947716173085,3.054000000055943,4.899491317743813,1.6654274751361324,Iris-versicolor
+15,6.1942496731087475,3.0540000000066367,5.049448566566244,1.669312880236143,Iris-virginica
+16,6.182724235650151,3.054000000124953,4.988181444759047,1.667157741943901,Iris-virginica
+17,5.108947716173059,3.054000000031541,4.899491311396898,1.665427475135576,Iris-versicolor
+18,6.179369087718256,3.0540000000169933,4.903455441131162,1.6654355224470905,Iris-versicolor
+19,6.179370651179225,3.05400000000654,4.905122202304726,1.6654384097903385,Iris-versicolor
+20,6.193308483494624,3.0540000000096748,5.04073498650181,1.6697312565953817,Iris-virginica
+21,6.189849253068944,3.054000000044237,5.016562523235213,1.6707462520572898,Iris-virginica
+22,6.192419876479198,3.054000000012143,5.027888957901783,1.6701514078371722,Iris-virginica
+23,6.179366495256485,3.054000000155504,4.899544536602097,1.665427481688173,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..51f00035fdf8377a435c22299c552793dc63c019
--- /dev/null
+++ b/iris/lct_gan/0/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1881551176198215,3.054000000089384,5.011836662518974,1.6705871920748243,Iris-virginica
+1,6.192334817910457,3.0540000000145167,5.023935282180281,1.6704576399226196,Iris-virginica
+2,5.108947716173438,3.0540000000240184,4.8994913816720835,1.665427475139308,Iris-versicolor
+3,6.1929929474660845,3.0540000000099012,5.021527402228357,1.670578480794651,Iris-virginica
+4,6.193870317358048,3.054000000010461,5.026597563826021,1.6695151148892196,Iris-virginica
+5,6.179383685720498,3.054000000268767,4.909563497557662,1.665458556044387,Iris-versicolor
+6,6.180146315918047,3.0540000024927356,4.9385143885833775,1.667939229012212,Iris-virginica
+7,6.17936648871142,3.0540000000333367,4.899494007566425,1.6654274752312856,Iris-versicolor
+8,6.190197628297538,3.054000000006504,5.03344541056965,1.6679691350899017,Iris-virginica
+9,6.179366488625841,3.0540000000566447,4.899491568967531,1.6654274751488898,Iris-versicolor
+10,6.193327474637639,3.0540000000048906,5.0514137543027235,1.6681412723923295,Iris-virginica
+11,6.1793664886692925,3.054000000050071,4.899492889338132,1.6654274752072158,Iris-versicolor
+12,6.179366488717723,3.0540000000142147,4.899494017133388,1.6654274752983274,Iris-versicolor
+13,6.189589668405734,3.054000000055822,5.037475353019872,1.6694028246117627,Iris-virginica
+14,6.190188808292021,3.054000000037076,5.034448609461761,1.6696512294575885,Iris-virginica
+15,6.1944113976111455,3.0540000000073326,5.055511871554233,1.6689684192523067,Iris-virginica
+16,6.18900313211282,3.0540000000593355,5.038394555954278,1.6692091177146984,Iris-virginica
+17,6.179380150674064,3.054000000052701,4.908871532235716,1.665444842274742,Iris-versicolor
+18,6.191637138811476,3.0540000000188186,5.032784361381966,1.66997451420024,Iris-virginica
+19,6.194237975847458,3.0540000000063503,5.054376600399858,1.6686804180491768,Iris-virginica
+20,6.180836436904642,3.0540000002273615,4.951213464904661,1.6672994427838133,Iris-virginica
+21,6.181177934989972,3.0540000001271324,4.95710118945024,1.6671030945662415,Iris-virginica
+22,6.190961996008309,3.054000000028055,5.047236443721228,1.6690952523921088,Iris-virginica
+23,5.108947716173162,3.054000000074706,4.899491334462605,1.6654274751368414,Iris-versicolor
+24,6.191236032485159,3.0540000000246112,5.027114546688988,1.6703271550598457,Iris-virginica
+25,6.193643887716763,3.054000000006618,5.045466712927423,1.6692595142649587,Iris-virginica
+26,6.19190598479421,3.0540000000170466,5.016282620088483,1.671100370490307,Iris-virginica
+27,6.192803835002518,3.054000000004631,5.02707157317638,1.6696496140371406,Iris-virginica
+28,6.190347110345041,3.0540000000230387,5.035510265338136,1.6689846529839214,Iris-virginica
+29,6.179369098463418,3.0540000001606153,4.903225189369533,1.6654339630441268,Iris-versicolor
+30,5.108947716173077,3.054000000037557,4.899491316342288,1.6654274751361047,Iris-versicolor
+31,6.179366488626596,3.0540000000585503,4.899491605247891,1.665427475148214,Iris-versicolor
+0,6.179366488819311,3.054000000509834,4.899495270108525,1.665427475693654,Iris-versicolor
+1,5.108947716173043,3.0540000000331577,4.899491304715699,1.665427475135514,Iris-versicolor
+2,6.191321926273773,3.054000000024182,5.022904880904607,1.6703231256849342,Iris-virginica
+3,6.180608072244361,3.054000000419597,4.959038580728114,1.6665425253184234,Iris-virginica
+4,6.180075644804655,3.054000000012361,4.945487119281245,1.6657357692162225,Iris-virginica
+5,6.180426658548949,3.054000000094581,4.959747205946637,1.6659681544419547,Iris-virginica
+6,6.179506625666847,3.0540000001667464,4.924080822625203,1.6655715082737383,Iris-virginica
+7,6.193045796386978,3.0540000000059115,5.0418279344994135,1.6691647949985027,Iris-virginica
+8,6.17936648881995,3.0540000000375565,4.899495922693364,1.6654274755307767,Iris-versicolor
+9,6.18366392911916,3.0540000003948116,4.985272359326623,1.6693804513852166,Iris-virginica
+10,5.108947716173035,3.0540000000286307,4.899491301590355,1.66542747513533,Iris-versicolor
+11,5.108947716173283,3.054000000041427,4.899491358382446,1.6654274751369667,Iris-versicolor
+12,6.1891894223977175,3.054000000021268,5.017134373618497,1.6686924360268989,Iris-virginica
+13,6.179366488804271,3.0540000004920675,4.899494866290319,1.6654274755963578,Iris-versicolor
+14,6.179376410383448,3.05400000083184,4.906791097067542,1.6654730152726056,Iris-versicolor
+15,6.179366488663712,3.054000000063706,4.899492741670037,1.6654274752244258,Iris-versicolor
+16,5.108947716173056,3.0540000000342116,4.899491310184909,1.665427475135554,Iris-versicolor
+17,6.179375988883882,3.0540000000136334,4.908637074266446,1.6654334850640524,Iris-versicolor
+18,5.108947716173684,3.0540000000321563,4.899491420450775,1.6654274751389826,Iris-versicolor
+19,5.108947716173665,3.054000000057437,4.899491413240139,1.665427475142609,Iris-versicolor
+20,6.189843591282145,3.054000000005246,5.030862810020773,1.6676544317331008,Iris-virginica
+21,5.108947716173205,3.0540000000297387,4.899491345342911,1.665427475136415,Iris-versicolor
+22,5.108947716173049,3.054000000032064,4.8994913074345545,1.665427475135623,Iris-versicolor
+23,6.194406829697451,3.054000000003765,5.036131867942943,1.6682233240055337,Iris-virginica
+24,5.108947716173202,3.054000000048365,4.899491345308422,1.6654274751371065,Iris-versicolor
+25,6.188877062714537,3.0540000000396756,5.0105295348346965,1.6698309432491274,Iris-virginica
+26,6.180045954324262,3.054000000010537,4.940401614913909,1.66581860705203,Iris-virginica
+27,6.19069252395926,3.0540000000217646,5.028907202526044,1.6692733907306838,Iris-virginica
+28,6.191943338225212,3.0540000000132106,5.032310251976862,1.669986985278724,Iris-virginica
+29,6.189855858835467,3.0540000000284273,5.001489963907014,1.6705273656453428,Iris-virginica
+30,5.108947716173151,3.054000000048452,4.899491332330066,1.6654274751368257,Iris-versicolor
+31,6.188814393336942,3.0540000000763072,5.034118728970334,1.6694548753264602,Iris-virginica
+0,5.1089477161730406,3.054000000029389,4.899491303688765,1.6654274751354654,Iris-versicolor
+1,6.185777776497892,3.0540000000979157,5.0235932950648134,1.6679600190369959,Iris-virginica
+2,6.179366488693033,3.0540000000292133,4.899493739172351,1.6654274752804987,Iris-versicolor
+3,6.17936648880991,3.05400000002396,4.899495815268407,1.6654274755059475,Iris-versicolor
+4,6.190615595886476,3.0540000000112935,5.0350347426597715,1.668346079034564,Iris-virginica
+5,6.183061374801049,3.054000000023345,4.974387434978831,1.6673191194286876,Iris-virginica
+6,6.191509376663736,3.054000000022488,5.048903443306487,1.6690833343330966,Iris-virginica
+7,6.180055331811157,3.0540000013234327,4.938703607738098,1.6670815169169333,Iris-virginica
+8,6.190903458110653,3.054000000025029,5.030165228344635,1.6694504230303155,Iris-virginica
+9,5.1089477161730485,3.0540000000295766,4.899491307997298,1.6654274751355087,Iris-versicolor
+10,6.180707678053052,3.0540000000995478,4.950237149471615,1.6666964903643071,Iris-virginica
+11,6.179366491088859,3.0540000000216794,4.899520003275322,1.6654274770792958,Iris-versicolor
+12,5.108947716173054,3.054000000033284,4.899491308876501,1.6654274751356701,Iris-versicolor
+13,6.179366490366986,3.05400000001761,4.899514795227112,1.6654274777739058,Iris-versicolor
+14,5.1089477161730645,3.0540000000354435,4.899491311672949,1.6654274751358933,Iris-versicolor
+15,6.194395744558906,3.0540000000056624,5.03774078574923,1.6696447967318313,Iris-virginica
+16,6.194391844542239,3.0540000000047076,5.045609653636269,1.6690832054583524,Iris-virginica
+17,6.179366488819854,3.054000000182354,4.89949556414987,1.6654274755220906,Iris-versicolor
+18,5.108947716173038,3.054000000028249,4.899491303343986,1.6654274751353912,Iris-versicolor
+19,6.1829057757091705,3.054000000233454,4.974949304901387,1.6684844572715003,Iris-virginica
+20,6.1892567335899304,3.0540000000202485,5.059351672470062,1.6674967636794382,Iris-virginica
+21,6.194633508928647,3.054000000007624,5.087397655101262,1.6679410403956805,Iris-virginica
+22,6.179366488630013,3.0540000000265715,4.899491763782995,1.6654274751459568,Iris-versicolor
+23,6.179368073075677,3.0540000000240273,4.902608408934387,1.6654287434866546,Iris-versicolor
+24,6.194053724112567,3.054000000006364,5.033474539007037,1.6696313007728665,Iris-virginica
+25,5.1089477161732,3.0540000000656358,4.899491343891841,1.6654274751374532,Iris-versicolor
+26,6.183163486356506,3.054000000490215,4.977281230795667,1.669812079004539,Iris-virginica
+27,6.179366492351772,3.054000000474484,4.899524556975338,1.6654274857712825,Iris-versicolor
+28,6.179366961754429,3.0540000000353316,4.900757215600266,1.66542851329357,Iris-versicolor
+29,6.179366505034032,3.0540000001699363,4.899594535100947,1.6654275090284825,Iris-versicolor
+30,5.108947716173059,3.0540000000290766,4.899491310502424,1.6654274751358418,Iris-versicolor
+31,5.108947716174117,3.05400000004225,4.8994914620309205,1.6654274751433498,Iris-versicolor
+0,6.186315289985656,3.054000000148225,5.001280924532821,1.669853516313093,Iris-virginica
+1,6.179370874353968,3.054000002192777,4.903814618902357,1.665451320752499,Iris-versicolor
+2,6.194556957332267,3.0540000000053458,5.035352028760279,1.669526502359491,Iris-virginica
+3,6.179367780842899,3.0540000040471895,4.901200395973427,1.665438846307016,Iris-versicolor
+4,6.185670843952936,3.054000000217592,5.00389167798533,1.6697802408252655,Iris-virginica
+5,6.179366491782077,3.054000000045922,4.899525931604408,1.6654274811945984,Iris-versicolor
+6,6.180377638881103,3.05400000043721,4.9433563628301895,1.6672044472115373,Iris-virginica
+7,6.193612171671313,3.054000000005044,5.0356461772012056,1.669504483946323,Iris-virginica
+8,6.179366488691557,3.0540000000337204,4.899493569431691,1.6654274751932059,Iris-versicolor
+9,6.179563273840325,3.054000000036717,4.924692161801959,1.6656362010502632,Iris-virginica
+10,5.10894771617324,3.0540000000381773,4.899491353864469,1.66542747513741,Iris-versicolor
+11,6.193918608125746,3.0540000000056393,5.041501568430874,1.6694784822431992,Iris-virginica
+12,6.183358905845597,3.054000000263138,4.977840674390678,1.6690976687935615,Iris-virginica
+13,5.1089477161730406,3.0540000000317504,4.899491303401035,1.6654274751354698,Iris-versicolor
+14,6.1793673828343,3.054000000147678,4.901359562356894,1.6654302793398401,Iris-versicolor
+15,6.189863762748403,3.0540000000105767,5.039487441417667,1.6679014475049438,Iris-virginica
+16,6.194028788825449,3.0540000000048924,5.0420646890377325,1.6692944107724164,Iris-virginica
+17,6.179366488646746,3.054000000027213,4.899492299404492,1.6654274751801812,Iris-versicolor
+18,6.179366488628373,3.0540000000180787,4.899491683699057,1.6654274751562466,Iris-versicolor
+19,6.187986746217368,3.0540000000410594,5.005292381869063,1.6693711095975927,Iris-virginica
+20,6.1793697516916115,3.0540000000616225,4.9043968894400685,1.665431461892985,Iris-versicolor
+21,6.179366488645229,3.054000000032576,4.899492298735123,1.6654274751632736,Iris-versicolor
+22,6.179366490241719,3.054000000030614,4.899513698751635,1.6654274780099603,Iris-versicolor
+23,6.179665398446092,3.0540000002454235,4.931063361814706,1.665748926496642,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..af98d08c54cd9c984cd62d44b370d7028e5e766c
--- /dev/null
+++ b/iris/lct_gan/0/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366526886624,3.0540000000328775,4.8997157905684245,1.6654276020363699,Iris-versicolor
+1,6.193925908979258,3.05400000000463,5.047805580119578,1.6689610330165754,Iris-virginica
+2,6.1891679883411514,3.0540000000090624,5.054373073470128,1.667221046360148,Iris-virginica
+3,5.108947716173106,3.0540000000451437,4.899491322736185,1.6654274751363962,Iris-versicolor
+4,6.179417815471531,3.0540000000346086,4.91411544515,1.6655063724393016,Iris-virginica
+5,6.195795857514408,3.054000000004708,5.053773495415873,1.6683624946590139,Iris-virginica
+6,6.1807327046705565,3.054000000238962,4.948407332677244,1.6672817893908556,Iris-virginica
+7,6.179403744404513,3.054000001369726,4.910671529589623,1.665632803062189,Iris-versicolor
+8,6.1803000690554875,3.054000000679625,4.9452752002064475,1.6669322517208958,Iris-virginica
+9,6.194203229864139,3.054000000005647,5.049888157084618,1.6691554776807669,Iris-virginica
+10,6.180887725365702,3.054000000022079,4.965262110882,1.666052955145132,Iris-virginica
+11,5.108947716173238,3.054000000062143,4.899491351708611,1.6654274751386322,Iris-versicolor
+12,6.191837597158355,3.054000000020162,5.046596180906638,1.6692972949565636,Iris-virginica
+13,5.108947716173038,3.0540000000283887,4.89949130312992,1.6654274751353524,Iris-versicolor
+14,6.179366488990811,3.05400000002108,4.899498979232516,1.6654274754096827,Iris-versicolor
+15,6.188986231111022,3.0540000000119076,5.012951309889213,1.6686411453061432,Iris-virginica
+16,6.179388918639018,3.054000000029579,4.912078144520037,1.665443481114912,Iris-versicolor
+17,6.186482301192808,3.054000000058549,4.998074945407429,1.669165083335351,Iris-virginica
+18,5.108947716173074,3.0540000000504017,4.899491315663777,1.6654274751359186,Iris-versicolor
+19,6.179783117497528,3.0540000000020635,4.93307071637242,1.6656763034372069,Iris-virginica
+20,6.187624122054085,3.054000000171058,4.994619980051246,1.6744746077852395,Iris-virginica
+21,6.188133087475617,3.0540000001111016,5.020380149518371,1.6701030630870315,Iris-virginica
+22,6.195801779348798,3.0540000000055114,5.033215697383949,1.6694309865981765,Iris-virginica
+23,6.181298405347521,3.0540000000027465,4.961248239725055,1.66602449763384,Iris-virginica
+24,6.180522178194306,3.0540000000879006,4.948496115629114,1.6664744313294069,Iris-virginica
+25,5.108947716173157,3.054000000035277,4.899491333042702,1.6654274751372091,Iris-versicolor
+26,6.179366816204773,3.054000001451927,4.900180885471004,1.6654285166941238,Iris-versicolor
+27,5.108947716173139,3.0540000000308836,4.8994913307456205,1.6654274751369154,Iris-versicolor
+28,6.179404300355365,3.0540000000290277,4.912376406930639,1.6654759556036758,Iris-virginica
+29,6.183667791836777,3.054000000018345,5.005271770591771,1.6666655608335463,Iris-virginica
+30,6.180230777091938,3.0540000000703014,4.948022181319813,1.6660953617671295,Iris-virginica
+31,6.191587457869799,3.0540000000202374,5.031112296525284,1.6703281987005745,Iris-virginica
+0,6.190673795652549,3.0540000000125347,5.015746989522578,1.6688925132515056,Iris-virginica
+1,6.188957746488033,3.0540000000667127,5.018673178062828,1.670586509772777,Iris-virginica
+2,5.108947716173057,3.0540000000379695,4.899491310606026,1.66542747513552,Iris-versicolor
+3,5.108947716174036,3.054000000039068,4.89949145577899,1.6654274751414848,Iris-versicolor
+4,5.108947716173035,3.054000000029251,4.899491301585368,1.6654274751353377,Iris-versicolor
+5,6.1942495183351145,3.054000000005754,5.0438716527032,1.668794954458448,Iris-virginica
+6,5.108947716173034,3.054000000028344,4.899491301655322,1.6654274751353288,Iris-versicolor
+7,6.186817570162313,3.054000000070462,5.013080292961251,1.6691136590497895,Iris-virginica
+8,5.10894771617306,3.05400000003795,4.899491311444551,1.665427475135694,Iris-versicolor
+9,6.193299209625887,3.054000000009973,5.045381916531765,1.6693375446598806,Iris-virginica
+10,6.1793684691510355,3.054000000174267,4.902790062621599,1.6654308074652628,Iris-versicolor
+11,6.190720287699653,3.054000000017217,5.030274375563647,1.6690983812751374,Iris-virginica
+12,5.108947716173339,3.0540000000250043,4.899491364848409,1.6654274751386433,Iris-versicolor
+13,5.1089477161730485,3.0540000000319094,4.899491307959868,1.6654274751354459,Iris-versicolor
+14,6.17936702100137,3.0540000010832307,4.900550147226365,1.6654307056983675,Iris-versicolor
+15,5.108947716173047,3.0540000000287493,4.899491307425731,1.6654274751353615,Iris-versicolor
+16,6.180740359516465,3.0540000001740193,4.95470323367825,1.6666571004716844,Iris-virginica
+17,6.185610088330392,3.054000000048396,5.016489971038869,1.667821322691514,Iris-virginica
+18,6.193151838634957,3.054000000004896,5.0315769757707525,1.6685739728123303,Iris-virginica
+19,6.1855107871015695,3.0540000000708294,5.004584894773256,1.6682051257497337,Iris-virginica
+20,6.191990102171941,3.054000000016972,5.043558018600852,1.6693850827193761,Iris-virginica
+21,6.179369125530319,3.054000000006031,4.903203280507278,1.665429868377548,Iris-versicolor
+22,5.108947716173052,3.0540000000376235,4.899491308145106,1.6654274751356861,Iris-versicolor
+23,6.193830420619787,3.054000000006419,5.049328175695358,1.669082356761066,Iris-virginica
+24,6.187696641169878,3.0540000000618983,5.019814690131868,1.6691041712584997,Iris-virginica
+25,6.188647811591762,3.0540000000148897,5.033194085559215,1.6679571012067524,Iris-virginica
+26,6.179366488641192,3.0540000000292444,4.899492182077171,1.6654274751567428,Iris-versicolor
+27,6.179375813061449,3.0540000018792663,4.9058775382368855,1.6655009977112152,Iris-versicolor
+28,6.1793853908108325,3.0540000000376324,4.909750128577556,1.6654623113597378,Iris-versicolor
+29,6.179592492439792,3.0540000000701637,4.928011986029273,1.6656189166428268,Iris-virginica
+30,6.179410893248596,3.054000000016936,4.913597755650403,1.6654937125667095,Iris-virginica
+31,6.1917360935425725,3.0540000000043004,5.024786647998161,1.6679686363120156,Iris-virginica
+0,5.108947716173121,3.0540000000303076,4.89949132961861,1.6654274751363738,Iris-versicolor
+1,6.195019238285421,3.0540000000062455,5.058433069864121,1.6689117804335851,Iris-virginica
+2,5.108947716173048,3.054000000029541,4.899491306530435,1.6654274751356215,Iris-versicolor
+3,5.10894771617305,3.0540000000360403,4.89949130812035,1.6654274751355405,Iris-versicolor
+4,6.179373561885609,3.0540000000236756,4.906647349667321,1.665436487563534,Iris-versicolor
+5,6.195174802518374,3.0540000000051206,5.050876160162464,1.6690345735948577,Iris-virginica
+6,6.182616466490966,3.0540000000797236,4.971368845882368,1.6676241904179434,Iris-virginica
+7,6.179495461921424,3.0540000003741254,4.920382300571454,1.66568358822486,Iris-virginica
+8,6.179881584770114,3.0540000000232306,4.934002882649613,1.6658828335497389,Iris-virginica
+9,6.188558572740588,3.0540000000161847,5.02145458738831,1.6682114059465214,Iris-virginica
+10,6.188126908382351,3.054000000008559,5.009041758309876,1.667922021786881,Iris-virginica
+11,6.181542644065632,3.054000000486253,4.956493988475167,1.6689412752132389,Iris-virginica
+12,6.1793670582443365,3.054000000032644,4.901016191574207,1.6654280188949433,Iris-versicolor
+13,6.191610753393027,3.054000000019324,5.039359608975186,1.6692614987728858,Iris-virginica
+14,6.179367962107528,3.054000000016292,4.902408371751295,1.6654289118860033,Iris-versicolor
+15,6.181672521801607,3.0540000010122736,4.9661563501577435,1.6684747045936714,Iris-virginica
+16,6.179368321547482,3.0540000000905057,4.902333931217075,1.6654330670407795,Iris-versicolor
+17,6.17936731608601,3.054000000022457,4.90154247591312,1.6654280640488368,Iris-versicolor
+18,6.1793664927152845,3.054000000075587,4.899528813598138,1.6654274794287964,Iris-versicolor
+19,6.184321517315663,3.0540000001817287,4.993141152172604,1.668876947140005,Iris-virginica
+20,6.188902883418382,3.0540000000394762,5.0317208044654524,1.6690815043932963,Iris-virginica
+21,6.179660570615528,3.054000000018994,4.930589680768977,1.6656314783108757,Iris-virginica
+22,6.182928326994323,3.0540000000055185,4.9728821238601,1.6667546008428837,Iris-virginica
+23,5.108947716173053,3.054000000032061,4.899491308898886,1.6654274751356353,Iris-versicolor
+24,6.179366488626135,3.0540000000527243,4.899491585175464,1.665427475149814,Iris-versicolor
+25,6.179366587657364,3.054000000200384,4.899867225377873,1.6654276168923232,Iris-versicolor
+26,6.183136771869792,3.0540000002834224,4.966919386396813,1.6709399071597575,Iris-virginica
+27,6.179366503308622,3.054000000057735,4.899585389148327,1.6654274934877238,Iris-versicolor
+28,6.179366488639078,3.054000000080136,4.899492144190708,1.6654274751766085,Iris-versicolor
+29,6.195352279072361,3.0540000000037106,5.0544230383079825,1.6689350904490148,Iris-virginica
+30,5.108947716173054,3.054000000027418,4.89949131010284,1.6654274751354314,Iris-versicolor
+31,6.179366489023181,3.054000000063088,4.899498813378678,1.6654274755981933,Iris-versicolor
+0,6.179366488624154,3.054000000032416,4.899491474266354,1.6654274751450358,Iris-versicolor
+1,5.1089477161739545,3.054000000055099,4.899491448141471,1.6654274751439047,Iris-versicolor
+2,5.108947716176346,3.0540000001310887,4.899491623881319,1.6654274751559082,Iris-versicolor
+3,5.108947716173231,3.0540000000379512,4.899491353176852,1.6654274751376057,Iris-versicolor
+4,5.1089477161730725,3.0540000000325067,4.899491315361079,1.665427475135972,Iris-versicolor
+5,6.179366488633951,3.0540000000709595,4.8994919267952355,1.6654274751601936,Iris-versicolor
+6,5.108947716173044,3.0540000000293324,4.899491306136401,1.665427475135432,Iris-versicolor
+7,6.1793771251698155,3.0540000000281458,4.907329533856349,1.6654545810098325,Iris-versicolor
+8,6.185533708239929,3.0540000000065826,5.003251215061253,1.6670769186171228,Iris-virginica
+9,5.108947716173192,3.054000000043451,4.899491342840003,1.6654274751371725,Iris-versicolor
+10,6.17936648865256,3.054000000074811,4.899492452045954,1.665427475184805,Iris-versicolor
+11,6.1793691748397,3.0540000000083487,4.9044221055806245,1.6654294212676073,Iris-versicolor
+12,5.108947716173045,3.054000000035918,4.899491306513024,1.6654274751354616,Iris-versicolor
+13,6.188923425086436,3.0540000000614245,5.025507292292823,1.6697397876140456,Iris-virginica
+14,5.108947716173512,3.054000000024993,4.8994913914801375,1.665427475137332,Iris-versicolor
+15,6.193923693345907,3.054000000005613,5.0469565155608125,1.6691935675086251,Iris-virginica
+16,6.183543235664483,3.0540000000181737,4.990595903310399,1.6668789273485212,Iris-virginica
+17,6.179366489117907,3.054000000023019,4.89949989749464,1.6654274755303202,Iris-versicolor
+18,6.189211084431662,3.054000000036485,5.029901459025398,1.6691075211861843,Iris-virginica
+19,6.18869969004015,3.05400000002434,5.014616133283788,1.6685217799683658,Iris-virginica
+20,6.179366490175873,3.0540000005588044,4.899507847571999,1.665427478517028,Iris-versicolor
+21,6.191807822057918,3.054000000009389,5.028737447145769,1.6690093508498394,Iris-virginica
+22,6.179366489913531,3.0540000001791263,4.899508947262736,1.6654274781011353,Iris-versicolor
+23,5.108947716173164,3.0540000000500935,4.899491338336431,1.6654274751368852,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..b54b66584074efa9f47f3b843ae7fb735aec7cf2
--- /dev/null
+++ b/iris/lct_gan/0/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.191965316081028,3.0540000000174556,5.040438199117006,1.6696927161137503,Iris-virginica
+1,6.17936650688786,3.0540000000232093,4.89962201787474,1.6654274867692114,Iris-versicolor
+2,6.179604404366706,3.0540000005505368,4.9254903688469485,1.6659616601336458,Iris-virginica
+3,6.179395333250627,3.054000000012371,4.911207716710043,1.6654561623699804,Iris-virginica
+4,6.185496611370625,3.054000000017273,5.0100138276697175,1.6673962001880347,Iris-virginica
+5,5.108947716173088,3.054000000032774,4.899491317862181,1.6654274751362148,Iris-versicolor
+6,6.1793669508102065,3.0540000006984425,4.900497476415772,1.6654310412709816,Iris-versicolor
+7,6.179366488627984,3.05400000004261,4.899491655993797,1.6654274751512206,Iris-versicolor
+8,6.179366488721086,3.05400000002477,4.899494114830695,1.665427475297965,Iris-versicolor
+9,6.179368492250351,3.0540000014649595,4.902126197049203,1.6654412725513854,Iris-versicolor
+10,6.1793664886791095,3.0540000011285167,4.899492848434309,1.6654274754300704,Iris-versicolor
+11,6.19501026420345,3.054000000005533,5.072103662117441,1.6684066114203178,Iris-virginica
+12,6.185498860468546,3.05400000002916,4.996804687896367,1.667758513178754,Iris-virginica
+13,6.179366488771061,3.0540000000325715,4.899495101488281,1.665427475260367,Iris-versicolor
+14,5.10894771617328,3.0540000000311514,4.899491362270271,1.66542747513718,Iris-versicolor
+15,6.179475228417171,3.054000000010643,4.919977066350847,1.6655272737064912,Iris-virginica
+16,5.108947716173046,3.0540000000318313,4.899491306027312,1.665427475135559,Iris-versicolor
+17,6.179366492433394,3.0540000000293115,4.899529133841717,1.6654274792933932,Iris-versicolor
+18,6.179366489389899,3.054000000051415,4.8995030227710465,1.6654274762798502,Iris-versicolor
+19,6.193171358239295,3.0540000000103302,5.015767913470945,1.6711872651022028,Iris-virginica
+20,6.180854353172666,3.0540000005971826,4.958681404051802,1.6670153432023875,Iris-virginica
+21,6.1793664886279425,3.054000000062424,4.899491689111545,1.6654274751572,Iris-versicolor
+22,5.108947716173092,3.0540000000318672,4.899491320785405,1.6654274751361808,Iris-versicolor
+23,6.179366488627648,3.054000000018697,4.899491666386141,1.6654274751546616,Iris-versicolor
+24,6.190377811298559,3.0540000000413436,5.0157988428937275,1.6710601819617104,Iris-virginica
+25,6.179366488936897,3.0540000004849914,4.899496632629606,1.6654274756855105,Iris-versicolor
+26,5.108947716173071,3.0540000000353107,4.899491314703174,1.6654274751360316,Iris-versicolor
+27,6.179562785052819,3.0540000000059107,4.9277695158636945,1.6655188027856176,Iris-virginica
+28,6.179375805487122,3.0540000000126635,4.907812653660169,1.66543586166888,Iris-versicolor
+29,6.179366488826321,3.054000000054198,4.899495929757471,1.6654274755977445,Iris-versicolor
+30,6.193802094256324,3.054000000004384,5.039507577434925,1.6691956931262404,Iris-virginica
+31,5.108947716173039,3.0540000000297836,4.899491303263953,1.6654274751354166,Iris-versicolor
+0,6.179366488661272,3.0540000000965817,4.899492608060118,1.6654274752052172,Iris-versicolor
+1,6.187303729479941,3.054000000113541,4.993229656847216,1.671699243269673,Iris-virginica
+2,6.193182599545828,3.0540000000079077,5.048064221633177,1.668640977279578,Iris-virginica
+3,6.1947903587588,3.054000000006187,5.057715839937602,1.6689967668020387,Iris-virginica
+4,6.186576307350736,3.0540000000254386,5.041995638757434,1.6671367231256629,Iris-virginica
+5,5.1089477161732075,3.0540000000567478,4.899491343285848,1.6654274751373281,Iris-versicolor
+6,6.1870168161157375,3.0540000000165346,5.01334108565185,1.667937199031076,Iris-virginica
+7,5.108947716173047,3.0540000000313112,4.899491306338339,1.6654274751356082,Iris-versicolor
+8,5.108947716173464,3.054000000029877,4.899491381993451,1.6654274751396858,Iris-versicolor
+9,6.179369892054618,3.0540000001729446,4.904166268335733,1.6654388042223132,Iris-versicolor
+10,6.191566680555403,3.054000000020188,5.039303315674765,1.6695354905572315,Iris-virginica
+11,6.179366488631029,3.0540000000512086,4.899491782710864,1.6654274751570002,Iris-versicolor
+12,5.108947716173036,3.0540000000295477,4.89949130213111,1.6654274751353655,Iris-versicolor
+13,6.1943934703625585,3.0540000000060616,5.034277065602934,1.669452834945622,Iris-virginica
+14,6.1793664890442255,3.0540000000658525,4.899499232467079,1.6654274755315235,Iris-versicolor
+15,6.179366675682918,3.0540000000115946,4.900237747832782,1.6654279309372653,Iris-versicolor
+16,6.1793664946018225,3.0540000000734464,4.899540932719861,1.6654274813456644,Iris-versicolor
+17,6.192592076786109,3.0540000000122354,5.043152971982892,1.6693385564897547,Iris-virginica
+18,6.179366533791791,3.0540000001010847,4.899708300435103,1.6654276160743577,Iris-versicolor
+19,6.180087037791092,3.0540000001248675,4.94235134419242,1.6661560992921123,Iris-virginica
+20,6.179815648718968,3.054000000010348,4.935844934263166,1.6656676523886436,Iris-virginica
+21,5.108947716173053,3.05400000003731,4.899491308845747,1.6654274751356908,Iris-versicolor
+22,5.1089477161731205,3.0540000000544616,4.899491327942847,1.6654274751366582,Iris-versicolor
+23,6.179366488642292,3.0540000003499626,4.8994921037654136,1.6654274752203864,Iris-versicolor
+24,6.180797228455879,3.0540000002083634,4.9571218194877975,1.6666335354596287,Iris-virginica
+25,6.1793664888772515,3.054000000087035,4.899496446855964,1.665427475663699,Iris-versicolor
+26,5.108947716173346,3.0540000000660887,4.899491370541246,1.665427475138868,Iris-versicolor
+27,6.179366490877514,3.054000000063986,4.899514928735218,1.665427477506558,Iris-versicolor
+28,6.179366488787824,3.054000000029916,4.899495776184523,1.6654274752691245,Iris-versicolor
+29,5.108947716173091,3.054000000041881,4.899491319718873,1.665427475136149,Iris-versicolor
+30,5.108947716173068,3.0540000000341,4.899491313100433,1.6654274751358749,Iris-versicolor
+31,5.1089477161730485,3.0540000000331324,4.899491306336381,1.6654274751356055,Iris-versicolor
+0,6.184680990580603,3.054000000053695,4.998408577951761,1.6678201976884073,Iris-virginica
+1,5.108947716173236,3.0540000000237546,4.899491347954672,1.6654274751376978,Iris-versicolor
+2,6.187342929039677,3.05400000009559,4.992103234284277,1.6719296235959045,Iris-virginica
+3,6.179366509202727,3.0540000001315954,4.899608739259356,1.6654275048856506,Iris-versicolor
+4,6.191474152415949,3.0540000000162832,5.0116331011420225,1.6718495980894372,Iris-virginica
+5,6.181808083808389,3.054000000046011,4.972004756315587,1.6666231416707311,Iris-virginica
+6,6.1793664886328035,3.054000000025669,4.899491896792964,1.6654274751505844,Iris-versicolor
+7,5.108947716173091,3.054000000033439,4.899491320722938,1.6654274751359568,Iris-versicolor
+8,6.189417140424916,3.0540000000209564,5.06180769126076,1.6675448209083936,Iris-virginica
+9,5.108947716173038,3.054000000032052,4.899491302770883,1.665427475135398,Iris-versicolor
+10,6.179366488626162,3.0540000000640743,4.899491588512718,1.6654274751554825,Iris-versicolor
+11,6.189248980964734,3.0540000000453227,5.013816470754941,1.6696768632967272,Iris-virginica
+12,6.179700255498664,3.054000000027543,4.9316579715255715,1.6657224284116419,Iris-virginica
+13,6.18057860372818,3.054000000037104,4.9596310111215836,1.6659549540588467,Iris-virginica
+14,6.179366499727999,3.054000000012368,4.899585876133527,1.6654275009720996,Iris-versicolor
+15,6.193032565332935,3.054000000006066,5.041320419316611,1.669232201383663,Iris-virginica
+16,6.192898872984662,3.0540000000126843,5.057516756010451,1.6687391172324784,Iris-virginica
+17,6.189189796085407,3.0540000000396423,5.039704972938269,1.6688128968000013,Iris-virginica
+18,6.179366488627221,3.0540000000584375,4.899491671130811,1.6654274751557214,Iris-versicolor
+19,5.108947716173395,3.054000000027022,4.899491378827177,1.6654274751394738,Iris-versicolor
+20,6.179366506414538,3.054000000013841,4.899621311445742,1.6654275097045539,Iris-versicolor
+21,6.181197809458178,3.0540000002896837,4.96367166568285,1.6670496904628147,Iris-virginica
+22,6.179366489195693,3.054000000105794,4.899500835580385,1.6654274757303578,Iris-versicolor
+23,6.1915965030639795,3.054000000017647,5.035473620288094,1.66940763865442,Iris-virginica
+24,6.180980498389113,3.054000000036117,4.963246339218935,1.6662504679254628,Iris-virginica
+25,5.108947716174262,3.0540000000476786,4.899491477248349,1.6654274751433487,Iris-versicolor
+26,5.108947716173039,3.0540000000315026,4.899491303244875,1.66542747513542,Iris-versicolor
+27,6.179366488631677,3.054000000019055,4.899491837634456,1.6654274751472957,Iris-versicolor
+28,6.180819049707969,3.0540000000192977,4.955628596232843,1.6661969228143059,Iris-virginica
+29,5.108947716173815,3.0540000000585548,4.89949143093292,1.6654274751420335,Iris-versicolor
+30,6.183213527042302,3.054000000509389,4.976641280652153,1.6698459061778854,Iris-virginica
+31,6.179725994044378,3.054000000123711,4.933153977553097,1.6658013663845188,Iris-virginica
+0,6.179691625191067,3.054000001163623,4.9277935133687345,1.6663238238580476,Iris-virginica
+1,6.191889835350861,3.0540000000201495,5.025586147938048,1.6701990784418952,Iris-virginica
+2,6.193641561929204,3.0540000000079073,5.030011644312381,1.6700027340987222,Iris-virginica
+3,6.180365079645715,3.0540000000171226,4.954816301792549,1.6658439793692394,Iris-virginica
+4,6.179366488625059,3.0540000001023984,4.899491534240555,1.6654274751517268,Iris-versicolor
+5,6.191001259708469,3.0540000000140544,5.047807818844477,1.6684014649950132,Iris-virginica
+6,6.179383027826349,3.0540000015820272,4.908626915583206,1.665487646118218,Iris-versicolor
+7,5.108947716173036,3.054000000028202,4.8994913021456075,1.6654274751353573,Iris-versicolor
+8,6.1876930221161555,3.0540000000158827,5.0359039807563235,1.6674670040132455,Iris-virginica
+9,6.196337725579239,3.054000000004324,5.096757426223876,1.667795221477512,Iris-virginica
+10,6.179366770087312,3.0540000001378,4.9002967265380475,1.6654278376115406,Iris-versicolor
+11,6.183930822653435,3.054000000096863,4.989205924044553,1.6679213708878569,Iris-virginica
+12,5.108947716173835,3.0540000000985397,4.899491436856989,1.6654274751427254,Iris-versicolor
+13,6.1877095605851204,3.0540000000071905,5.0102628639278795,1.6676198298838791,Iris-virginica
+14,5.108947716173156,3.0540000000371976,4.899491336267429,1.6654274751363853,Iris-versicolor
+15,6.180720713548519,3.054000000150058,4.953587685815314,1.6666612070287012,Iris-virginica
+16,6.179366488632058,3.0540000000706864,4.899491885025336,1.6654274751779061,Iris-versicolor
+17,5.108947716173166,3.0540000000360417,4.8994913354462035,1.6654274751372267,Iris-versicolor
+18,5.108947716173048,3.054000000032549,4.899491306249885,1.6654274751356204,Iris-versicolor
+19,6.1805286535884445,3.0540000000697543,4.954006077234775,1.6661806019596934,Iris-virginica
+20,6.181829136334008,3.054000000032107,4.980784622648014,1.6664019319448644,Iris-virginica
+21,5.108947716173072,3.054000000046588,4.899491314785718,1.6654274751360247,Iris-versicolor
+22,6.185490511755711,3.0540000001269254,5.001771186525682,1.6694344833451897,Iris-virginica
+23,6.187227564120464,3.054000000108206,4.994399102950137,1.6716412679872283,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..473da4f3b0f6749aa174e9c609f1325c65f5b727
--- /dev/null
+++ b/iris/lct_gan/0/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179393663736821,3.054000000028939,4.912928225259797,1.665446523502621,Iris-versicolor
+1,6.184044937531554,3.0540000000027225,5.012582833280234,1.666179405484122,Iris-virginica
+2,6.179366488629948,3.0540000001617593,4.899491731822139,1.665427475165995,Iris-versicolor
+3,5.108947716173206,3.054000000034669,4.899491348481692,1.6654274751369338,Iris-versicolor
+4,6.179366490186591,3.0540000000636662,4.899512747118591,1.665427477422392,Iris-versicolor
+5,6.19272584582402,3.0540000000115097,5.015471801455665,1.6711865754591892,Iris-virginica
+6,6.1793673561169244,3.0540000037053203,4.900753779052018,1.6654341894117006,Iris-versicolor
+7,6.179366488629067,3.05400000006675,4.899491699426599,1.665427475152584,Iris-versicolor
+8,6.181576857578853,3.054000000005382,4.961357080526414,1.6663278485428974,Iris-virginica
+9,6.179366499484293,3.054000000310661,4.899561992716789,1.6654274893340966,Iris-versicolor
+10,6.193304646224023,3.05400000000683,5.039431923541513,1.669477387623537,Iris-virginica
+11,6.179366488640498,3.054000000173877,4.899492066727183,1.6654274751865215,Iris-versicolor
+12,5.108947716173057,3.0540000000347596,4.899491309969473,1.6654274751357563,Iris-versicolor
+13,6.179366488743636,3.0540000000744887,4.899494549861618,1.6654274754648557,Iris-versicolor
+14,5.108947716174196,3.0540000000318663,4.899491470683394,1.6654274751397147,Iris-versicolor
+15,6.179366506687318,3.05400000012507,4.899596988567365,1.6654275080844543,Iris-versicolor
+16,5.108947716173201,3.05400000004423,4.8994913452673625,1.6654274751369476,Iris-versicolor
+17,6.179369470393353,3.0540000001379504,4.9036473230709285,1.6654367665553065,Iris-versicolor
+18,6.194686822170439,3.0540000000042085,5.037477441662656,1.668321933168539,Iris-virginica
+19,5.108947716173722,3.0540000001301273,4.899491414257992,1.66542747514236,Iris-versicolor
+20,6.179366489065374,3.054000001664312,4.89949778106184,1.6654274768758452,Iris-versicolor
+21,6.179654213981395,3.054000000199061,4.928341797733063,1.6658501170799078,Iris-virginica
+22,6.1927910836072995,3.054000000011025,5.033070355361244,1.6697576905998621,Iris-virginica
+23,6.191444781679055,3.054000000023017,5.020907212896811,1.6709011166774357,Iris-virginica
+24,6.179720960459002,3.054000000221297,4.935402601619459,1.6657688880627763,Iris-virginica
+25,6.183025561785998,3.0540000000636662,4.9983680745406485,1.666755488895907,Iris-virginica
+26,6.179366550736773,3.0540000022229834,4.899699433669662,1.6654278394566393,Iris-versicolor
+27,6.193363154840181,3.054000000004453,5.0258896139770215,1.669770384354328,Iris-virginica
+28,5.108947716173151,3.0540000000388985,4.899491331345303,1.6654274751369451,Iris-versicolor
+29,6.191380828098619,3.0540000000206207,5.031326651307759,1.6698042861608333,Iris-virginica
+30,6.179366491889029,3.0540000035121038,4.8995153311251824,1.6654274857530187,Iris-versicolor
+31,6.1930321372653205,3.054000000010212,5.0481862008731255,1.6690046595644539,Iris-virginica
+0,6.179468665363726,3.0540000001041827,4.917890033822981,1.6655990770947702,Iris-virginica
+1,6.179366641027573,3.054000000815527,4.899920624565508,1.6654282410362937,Iris-versicolor
+2,5.108947716173483,3.0540000000310172,4.8994913865788,1.665427475140362,Iris-versicolor
+3,6.1914378433583765,3.0540000000095753,5.05848744961756,1.6680295335030182,Iris-virginica
+4,6.180344765519301,3.0540000000491503,4.9568588568599345,1.6658949453286986,Iris-virginica
+5,6.179366489688897,3.0540000000439957,4.899507596152699,1.6654274759198984,Iris-versicolor
+6,6.183843126309747,3.054000000012582,4.981893960863392,1.667150715619441,Iris-virginica
+7,6.179366488873083,3.054000000026575,4.899497402465336,1.6654274753697442,Iris-versicolor
+8,6.179366489530448,3.0540000000434566,4.899505324785122,1.6654274759226328,Iris-versicolor
+9,6.179366488661531,3.0540000000642724,4.899492689183892,1.665427475200379,Iris-versicolor
+10,6.17936648930212,3.054000000850745,4.8995008594612495,1.665427477770279,Iris-versicolor
+11,6.187959611332004,3.054000000053916,5.037576333270394,1.6683809896122073,Iris-virginica
+12,5.108947716173046,3.054000000030029,4.899491305942807,1.6654274751355804,Iris-versicolor
+13,6.179367185807454,3.0540000000925556,4.901057352767094,1.665428900951221,Iris-versicolor
+14,6.189164765982009,3.054000000040825,5.030802802187975,1.669227822905014,Iris-virginica
+15,6.18544233532529,3.0540000000423855,5.02008858999395,1.667407864779789,Iris-virginica
+16,6.189049080360675,3.0540000000616927,4.998666550349259,1.6724608428442402,Iris-virginica
+17,6.187350386061178,3.0540000001339456,5.001371949336302,1.6713464886250873,Iris-virginica
+18,6.179466578185518,3.0540000000099896,4.920826520185101,1.665490668346945,Iris-virginica
+19,5.108947716173073,3.054000000034935,4.899491314217108,1.6654274751360085,Iris-versicolor
+20,6.189692449252575,3.054000000022599,5.03679902047002,1.6684990770100774,Iris-virginica
+21,6.1903950469460485,3.0540000000410656,5.0294611180964415,1.670162691310419,Iris-virginica
+22,6.179366490068017,3.0540000000129464,4.899511924230305,1.665427477396095,Iris-versicolor
+23,6.182522898858331,3.0540000000119836,4.9680397368874685,1.6669752947639003,Iris-virginica
+24,6.179367153243038,3.05400000027285,4.900885848382991,1.665429620290957,Iris-versicolor
+25,5.108947716173288,3.054000000041062,4.899491355524538,1.6654274751382834,Iris-versicolor
+26,6.1815360829185355,3.054000000382636,4.960232183798322,1.6681400325846645,Iris-virginica
+27,6.179844373999268,3.0540000003080534,4.935354809845579,1.6661158948580883,Iris-virginica
+28,5.108947716173298,3.054000000037243,4.899491362070092,1.6654274751377374,Iris-versicolor
+29,6.1793664886396975,3.054000000122259,4.899492038586357,1.6654274751896827,Iris-versicolor
+30,6.191784083129148,3.054000000020174,5.01350630104811,1.67104483526354,Iris-virginica
+31,6.1859100417217245,3.054000000140917,4.994579082674578,1.6700800234638655,Iris-virginica
+0,6.179366488709869,3.0540000000936134,4.899493988501771,1.6654274753461173,Iris-versicolor
+1,5.1089477161733745,3.054000000043468,4.899491374729297,1.6654274751396425,Iris-versicolor
+2,6.191387053902845,3.0540000000164573,5.048638848535611,1.6686819914629833,Iris-virginica
+3,6.193986362723501,3.05400000000855,5.0393059921391705,1.6693560104531242,Iris-virginica
+4,6.179469434820056,3.054000000165776,4.920065936850618,1.665563580998585,Iris-virginica
+5,6.19201984799088,3.0540000000148715,5.052257365877933,1.6686948720042618,Iris-virginica
+6,6.191402591223449,3.0540000000093204,5.037948186726988,1.6685005598852978,Iris-virginica
+7,6.192872021850958,3.0540000000072456,5.034978174208804,1.6696404937020042,Iris-virginica
+8,6.17936648862344,3.05400000002831,4.899491431688751,1.6654274751419211,Iris-versicolor
+9,6.179366488770008,3.054000000015601,4.899495147361845,1.6654274753167804,Iris-versicolor
+10,6.184487896879071,3.054000000119622,5.003792548747574,1.6679951312873007,Iris-virginica
+11,6.195123614276726,3.0540000000052525,5.037637016472715,1.6686413288303041,Iris-virginica
+12,6.191236086865085,3.054000000030545,5.005955119480555,1.6725023600877622,Iris-virginica
+13,6.179366489711523,3.05400000005315,4.899506425514025,1.6654274767457276,Iris-versicolor
+14,6.1924064334828826,3.054000000013836,5.019514288269434,1.6705440023144489,Iris-virginica
+15,5.1089477161730805,3.054000000030733,4.899491318079428,1.6654274751356193,Iris-versicolor
+16,6.179366491909356,3.054000000194209,4.899520901108484,1.6654274796360682,Iris-versicolor
+17,5.108947716173296,3.0540000000377185,4.8994913585047675,1.6654274751383968,Iris-versicolor
+18,6.179366488758233,3.0540000000231076,4.899494769275645,1.6654274753462233,Iris-versicolor
+19,6.181043582762225,3.0540000002657948,4.960797192938476,1.6668906599461728,Iris-virginica
+20,5.108947716173807,3.0540000000491085,4.8994914284932305,1.6654274751409504,Iris-versicolor
+21,6.17943725385457,3.0540000000977887,4.915911377779926,1.6655539343314487,Iris-virginica
+22,6.188153512714857,3.0540000000525276,5.019766626334153,1.6693650541159444,Iris-virginica
+23,6.180477935245123,3.0540000001079255,4.950558922402056,1.6663846597723722,Iris-virginica
+24,6.179366499524207,3.054000000027219,4.89957379608042,1.665427494270467,Iris-versicolor
+25,5.108947716173885,3.0540000001170404,4.899491439491943,1.6654274751439797,Iris-versicolor
+26,6.189571272653179,3.0540000000650886,5.007411466308873,1.6710497451465927,Iris-virginica
+27,6.19136290642746,3.05400000001466,5.028726603712872,1.6690295372840496,Iris-virginica
+28,6.18954553909665,3.054000000023664,5.036457508614587,1.6687448827459526,Iris-virginica
+29,5.108947716173041,3.0540000000307974,4.899491304556014,1.6654274751354785,Iris-versicolor
+30,6.179366516653349,3.0540000001581373,4.89963726734385,1.6654275517882173,Iris-versicolor
+31,5.108947716173071,3.0540000000484384,4.899491313824159,1.665427475135919,Iris-versicolor
+0,6.1793664891131845,3.0540000000596743,4.899500370068421,1.6654274758710892,Iris-versicolor
+1,6.1793664886276165,3.0540000000878047,4.899491663207761,1.6654274751588958,Iris-versicolor
+2,6.179366488714729,3.0540000000296614,4.899494166925429,1.6654274752218905,Iris-versicolor
+3,6.1797422223560465,3.0540000004124495,4.932242550748337,1.66597956561743,Iris-virginica
+4,6.185874843269542,3.054000000179646,5.013774835474536,1.66882499573227,Iris-virginica
+5,6.1793665162383515,3.0540000000370893,4.899660688728006,1.6654274917605434,Iris-versicolor
+6,6.179366564215624,3.054000000082939,4.899802107058485,1.6654276306661813,Iris-versicolor
+7,6.195205649879382,3.0540000000058574,5.08515914281748,1.6680283281571122,Iris-virginica
+8,5.108947716173047,3.0540000000302165,4.899491306179341,1.6654274751355673,Iris-versicolor
+9,6.179400825710192,3.0540000003260626,4.911805439843142,1.6655205065079506,Iris-versicolor
+10,6.179366488672892,3.0540000000147085,4.899492998200682,1.6654274752366216,Iris-versicolor
+11,6.179624843680238,3.054000000014835,4.928914417287193,1.6655950086572509,Iris-virginica
+12,6.1901155982723095,3.054000000037686,5.028640831783459,1.669705743066526,Iris-virginica
+13,6.1793664893974904,3.054000000052528,4.899502651839029,1.6654274763093682,Iris-versicolor
+14,6.179376141361727,3.0540000028320247,4.906033971093475,1.6655039317909937,Iris-versicolor
+15,6.179366490728188,3.0540000000329006,4.899519226681592,1.6654274776324298,Iris-versicolor
+16,6.179366488667031,3.054000000020821,4.899492914934641,1.6654274752276959,Iris-versicolor
+17,6.182778172866723,3.054000000262922,4.975057670442712,1.6683575331852805,Iris-virginica
+18,6.187679392973174,3.0540000000437293,5.0080148089228755,1.6689621533296202,Iris-virginica
+19,6.179366497075063,3.0540000000273033,4.899561924387166,1.6654274845059625,Iris-versicolor
+20,6.186295806634603,3.0540000000227887,5.015216374200722,1.667792590352791,Iris-virginica
+21,6.17936650355123,3.054000000093329,4.899588690338091,1.665427487725274,Iris-versicolor
+22,6.179366488661429,3.0540000000192777,4.899492713938132,1.6654274752140619,Iris-versicolor
+23,6.180088923353986,3.0540000000238434,4.9419749570052325,1.665881535982942,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..e1dc2953ebfa095d09729e83bccbc52dfba9ee97
--- /dev/null
+++ b/iris/lct_gan/0/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793665084946765,3.0540000001473646,4.899609369828976,1.6654275040451019,Iris-versicolor
+1,6.179676687356847,3.054000000003086,4.931689248013248,1.6655458660613096,Iris-virginica
+2,5.108947716173051,3.0540000000393484,4.899491308239233,1.6654274751356106,Iris-versicolor
+3,6.179386799037922,3.0540000004348498,4.910056918310062,1.6654736386270748,Iris-versicolor
+4,6.179366649543085,3.0540000000770635,4.900078591220287,1.665427647760254,Iris-versicolor
+5,6.193015561148715,3.054000000009491,5.051546326838708,1.6691406705436298,Iris-virginica
+6,6.193110208710884,3.0540000000046454,5.031790417553687,1.669412362566323,Iris-virginica
+7,5.1089477161730565,3.054000000042223,4.899491309764551,1.665427475135693,Iris-versicolor
+8,6.182160390600978,3.054000000187455,4.97271918470927,1.667583616080777,Iris-virginica
+9,5.108947716173074,3.0540000000336893,4.899491315161873,1.6654274751361007,Iris-versicolor
+10,6.179462110284261,3.054000000346916,4.917543727156606,1.6656382985657412,Iris-virginica
+11,6.193363087911043,3.0540000000087573,5.046492674273826,1.668813032200049,Iris-virginica
+12,5.108947716174081,3.054000000108655,4.89949145527484,1.6654274751445444,Iris-versicolor
+13,6.1793664886824615,3.0540000000771728,4.899493237324779,1.6654274752352505,Iris-versicolor
+14,6.190346013683221,3.054000000036052,5.020611250963647,1.6705071041701423,Iris-virginica
+15,5.108947716173085,3.05400000002806,4.8994913197080425,1.665427475135603,Iris-versicolor
+16,5.108947716173048,3.054000000029688,4.899491307204065,1.6654274751355544,Iris-versicolor
+17,6.187952696715396,3.05400000001012,5.008132798479902,1.6678772406681144,Iris-virginica
+18,5.10894771617309,3.054000000044594,4.899491319366703,1.6654274751361298,Iris-versicolor
+19,5.108947716173038,3.054000000030094,4.899491302445523,1.6654274751353866,Iris-versicolor
+20,5.108947716175687,3.054000000162025,4.899491619680804,1.665427475156587,Iris-versicolor
+21,5.10894771617305,3.054000000033852,4.899491307125531,1.6654274751356308,Iris-versicolor
+22,6.180339159681078,3.054000000118838,4.948158090056173,1.6663024650103224,Iris-virginica
+23,6.17936648862384,3.05400000003653,4.899491459998959,1.665427475143564,Iris-versicolor
+24,5.108947716173074,3.054000000040181,4.899491315832303,1.665427475135838,Iris-versicolor
+25,6.193830261663083,3.0540000000077785,5.046825956626554,1.6692082828836816,Iris-virginica
+26,6.17936653657375,3.05400000161367,4.899669324300057,1.6654276194997537,Iris-versicolor
+27,5.108947716173082,3.054000000026061,4.8994913190234515,1.6654274751358955,Iris-versicolor
+28,6.191541516593729,3.0540000000235588,5.016050855780528,1.670425046439466,Iris-virginica
+29,6.183600154713605,3.054000000525341,4.98227835243011,1.6699063223316708,Iris-virginica
+30,6.179366488648828,3.0540000001591787,4.8994924419017964,1.665427475240284,Iris-versicolor
+31,6.193008007916577,3.054000000012578,5.075414861313139,1.6681898965070265,Iris-virginica
+0,6.179366488653297,3.05400000042014,4.899492310688341,1.6654274752368898,Iris-versicolor
+1,6.192213709634557,3.054000000016397,5.04949858143147,1.6690563309958857,Iris-virginica
+2,5.1089477161739145,3.054000000091949,4.899491448483634,1.6654274751462723,Iris-versicolor
+3,6.179372360993558,3.0540000005731254,4.905332761260345,1.66545325998954,Iris-versicolor
+4,6.1889303376115095,3.0540000000405305,5.034352344291056,1.6688982102492929,Iris-virginica
+5,5.1089477161731045,3.0540000000427114,4.8994913219832315,1.6654274751364309,Iris-versicolor
+6,6.184630148836682,3.054000000221458,4.987798147541093,1.6700029318969847,Iris-virginica
+7,5.108947716173035,3.0540000000293523,4.89949130174725,1.6654274751353402,Iris-versicolor
+8,5.108947716173075,3.0540000000411593,4.89949131611805,1.665427475135772,Iris-versicolor
+9,6.179366488630565,3.0540000000961527,4.899491757722751,1.6654274751627975,Iris-versicolor
+10,6.180912600346877,3.0540000001218903,4.952413974878925,1.6669931298457774,Iris-virginica
+11,6.183198710604293,3.0540000002717083,4.984523105628559,1.6682773353700175,Iris-virginica
+12,5.108947716173036,3.054000000029768,4.899491301993983,1.665427475135354,Iris-versicolor
+13,5.108947716173036,3.054000000029885,4.899491301948274,1.6654274751353697,Iris-versicolor
+14,6.186328280513109,3.0540000000327354,4.997445557292843,1.668494654281714,Iris-virginica
+15,6.179366496802485,3.054000000101298,4.899551328098771,1.6654274876167423,Iris-versicolor
+16,6.179373634337027,3.0540000001026453,4.905856125349123,1.6654510891806933,Iris-versicolor
+17,6.181589582132699,3.054000000114938,4.968474781168407,1.6669301792233293,Iris-virginica
+18,5.108947716173142,3.054000000032884,4.899491331541083,1.6654274751367706,Iris-versicolor
+19,6.179366492174493,3.0540000000229863,4.8995282472054775,1.6654274819151302,Iris-versicolor
+20,6.18855650630344,3.0540000000052396,5.010168149605709,1.6676839022467822,Iris-virginica
+21,6.190750103236445,3.0540000000231826,5.038292625183686,1.6690384720558678,Iris-virginica
+22,6.179902484918652,3.0540000000266714,4.936504410715341,1.6658289626067275,Iris-virginica
+23,6.188987085851893,3.0540000000462975,5.015653638446295,1.6698710383843176,Iris-virginica
+24,6.179872709905362,3.0540000000461327,4.936103888447842,1.6658657877746905,Iris-virginica
+25,6.1793734714641415,3.0540000008644146,4.905892930252252,1.665459747453927,Iris-versicolor
+26,6.188248043151035,3.054000000033574,5.0034388427201995,1.6693674264715983,Iris-virginica
+27,6.187721057058995,3.0540000000222074,5.000296854857106,1.6692855881542523,Iris-virginica
+28,5.1089477161731365,3.054000000055488,4.899491331284765,1.6654274751366491,Iris-versicolor
+29,6.195438237001398,3.054000000004783,5.0439327986587115,1.6691631343087616,Iris-virginica
+30,5.108947716173045,3.0540000000301677,4.899491305181315,1.665427475135551,Iris-versicolor
+31,5.108947716173045,3.0540000000336156,4.8994913059099705,1.6654274751355511,Iris-versicolor
+0,6.179366488882996,3.0540000000688377,4.899497004443301,1.6654274756038343,Iris-versicolor
+1,6.1794758302892125,3.054000000015578,4.9199096325800085,1.6655554816440412,Iris-virginica
+2,6.179366488655743,3.054000000069053,4.899492717320186,1.6654274752386702,Iris-versicolor
+3,6.179366488624664,3.054000000059907,4.899491522570114,1.6654274751475582,Iris-versicolor
+4,6.179366488628605,3.054000000036249,4.899491701116099,1.6654274751590497,Iris-versicolor
+5,6.179366503009898,3.054000000361587,4.899580088133907,1.6654275231542055,Iris-versicolor
+6,6.183617063384367,3.0540000003911123,4.980378875646843,1.6702426254626372,Iris-virginica
+7,5.108947716173035,3.0540000000282452,4.89949130192713,1.665427475135319,Iris-versicolor
+8,6.179374861996922,3.0540000010665524,4.906285138205017,1.6654625159732463,Iris-versicolor
+9,6.18151900622775,3.0540000001641308,4.963588626498636,1.6673031004203411,Iris-virginica
+10,6.17936648863161,3.054000000030676,4.899491845880956,1.665427475166774,Iris-versicolor
+11,6.179367134203222,3.054000000156032,4.900912631591893,1.6654286586852896,Iris-versicolor
+12,6.1820419640222735,3.054000000272281,4.964620203417554,1.6683939541667685,Iris-virginica
+13,6.180362430890205,3.0540000000783074,4.962035764362753,1.6658293106908861,Iris-virginica
+14,5.1089477161730406,3.0540000000295504,4.899491304222488,1.6654274751354434,Iris-versicolor
+15,6.179366488650659,3.0540000000419,4.899492517415754,1.6654274751712512,Iris-versicolor
+16,5.108947716173048,3.054000000033889,4.899491307390866,1.6654274751354892,Iris-versicolor
+17,6.179366489023269,3.0540000001036582,4.899498819806145,1.6654274756048733,Iris-versicolor
+18,6.179369333039652,3.0540000036600015,4.902530439125403,1.665458934196558,Iris-versicolor
+19,6.195372794247632,3.054000000004678,5.060245486513143,1.6687291084364875,Iris-virginica
+20,6.1793742903568285,3.0540000000066256,4.906931630209106,1.665441034557827,Iris-versicolor
+21,5.108947716173047,3.0540000000334198,4.899491306173565,1.6654274751355536,Iris-versicolor
+22,6.184581606736125,3.054000000053001,4.994130943729001,1.667726717821785,Iris-virginica
+23,5.108947716173547,3.0540000000549905,4.899491397256419,1.6654274751394575,Iris-versicolor
+24,5.1089477161731,3.054000000036115,4.8994913212948505,1.6654274751362501,Iris-versicolor
+25,5.108947716173036,3.0540000000286764,4.899491302108709,1.6654274751353475,Iris-versicolor
+26,6.189532766786076,3.0540000000189003,5.041541265150611,1.667991295428421,Iris-virginica
+27,5.108947716173079,3.054000000031378,4.899491316560295,1.6654274751361064,Iris-versicolor
+28,5.108947716173051,3.054000000031366,4.899491308521563,1.665427475135596,Iris-versicolor
+29,6.179972989188507,3.0540000000032825,4.94020581403305,1.6657370157531068,Iris-virginica
+30,6.17936648870124,3.0540000000186556,4.899493693832946,1.6654274753072984,Iris-versicolor
+31,5.108947716173047,3.05400000003583,4.899491306573354,1.6654274751355287,Iris-versicolor
+0,6.1797634984145295,3.054000000019451,4.931695757825038,1.6657821980505914,Iris-virginica
+1,6.1798940930243225,3.054000001020005,4.933613306996465,1.6667527847693533,Iris-virginica
+2,5.108947716173036,3.054000000029085,4.899491302523699,1.6654274751353637,Iris-versicolor
+3,6.179366488673377,3.0540000000654173,4.899493067821713,1.6654274752188898,Iris-versicolor
+4,6.179374359498691,3.0540000000203227,4.9076797027921835,1.6654336949634392,Iris-versicolor
+5,6.179804809335854,3.0540000000219694,4.937838740783181,1.6656759406966049,Iris-virginica
+6,5.108947716173707,3.0540000000311216,4.899491410276285,1.665427475140939,Iris-versicolor
+7,5.1089477161731365,3.0540000000682386,4.899491329720521,1.665427475136892,Iris-versicolor
+8,6.179366488632475,3.054000000039502,4.89949185099812,1.6654274751618903,Iris-versicolor
+9,5.108947716173105,3.0540000000290495,4.899491325036195,1.6654274751358897,Iris-versicolor
+10,5.108947716173053,3.0540000000295384,4.8994913083058815,1.6654274751357516,Iris-versicolor
+11,6.179393748509373,3.0540000001173064,4.911197316488396,1.6654768581060406,Iris-versicolor
+12,6.1793664887101505,3.054000000263717,4.899493815451575,1.6654274753700975,Iris-versicolor
+13,5.108947716173241,3.054000000041937,4.899491350762197,1.6654274751381215,Iris-versicolor
+14,6.187916902175575,3.054000000014317,5.022554539218003,1.6679745672011503,Iris-virginica
+15,6.17936648878176,3.054000000185654,4.899494986256089,1.6654274754979035,Iris-versicolor
+16,6.186509697520119,3.054000000102603,5.004257478129904,1.6699689685079275,Iris-virginica
+17,5.108947716174348,3.054000000052659,4.89949147620713,1.6654274751456317,Iris-versicolor
+18,6.19332941697701,3.0540000000076484,5.020986643856814,1.6704574009333788,Iris-virginica
+19,6.186184819996526,3.054000000111246,5.018472017999736,1.6686138332405103,Iris-virginica
+20,6.182508585086039,3.0540000002775476,4.963945309154649,1.6698870555574226,Iris-virginica
+21,6.179366529159702,3.0540000000122767,4.899736855267632,1.6654275698797896,Iris-versicolor
+22,6.179366488625926,3.0540000000540375,4.899491581093149,1.6654274751504046,Iris-versicolor
+23,6.180566024274615,3.0540000000091787,4.954072350995924,1.6659055492017816,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..edd1e5ac27214c50873d7a6db43fc641d44ede80
--- /dev/null
+++ b/iris/lct_gan/0/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367643902041,3.0540000000376795,4.901986189585883,1.665428347117381,Iris-versicolor
+1,5.108947716173041,3.0540000000307534,4.899491304048477,1.6654274751354863,Iris-versicolor
+2,6.187975065688364,3.0540000000579024,5.033405188562506,1.668521001214176,Iris-virginica
+3,5.108947716173054,3.0540000000325267,4.899491308468188,1.6654274751357305,Iris-versicolor
+4,6.179366650731893,3.054000000262113,4.899991703250554,1.6654277582316157,Iris-versicolor
+5,6.179366488624675,3.054000000028648,4.899491525741982,1.6654274751431237,Iris-versicolor
+6,5.108947716173299,3.054000000098568,4.899491359217797,1.6654274751376916,Iris-versicolor
+7,5.108947716173065,3.0540000000423917,4.899491313167572,1.6654274751358353,Iris-versicolor
+8,6.17939953262377,3.0540000013534865,4.910526726142845,1.6655955437448826,Iris-versicolor
+9,6.194481861444647,3.054000000005278,5.055265674349436,1.6689747540985111,Iris-virginica
+10,6.1793664904816215,3.054000000021793,4.899515507685104,1.6654274776855544,Iris-versicolor
+11,6.179366508669459,3.054000000008332,4.899632296887489,1.6654275082999044,Iris-versicolor
+12,6.182899352254832,3.0540000000084557,4.99631829677142,1.6662478143190325,Iris-virginica
+13,5.1089477161732555,3.054000000026707,4.899491349933305,1.6654274751378093,Iris-versicolor
+14,6.179412166405516,3.054000007649807,4.910338993739088,1.6659384370882768,Iris-versicolor
+15,6.179393090718711,3.0540000022545346,4.909050107285352,1.6656122631527979,Iris-versicolor
+16,6.179524061546188,3.0540000000327123,4.925077358496696,1.6655430745441189,Iris-virginica
+17,6.1942595340018025,3.0540000000067353,5.046882912789655,1.669218431361951,Iris-virginica
+18,6.185460287672305,3.0540000000817047,4.994815868480005,1.668752253484088,Iris-virginica
+19,6.179456323963947,3.0540000000133176,4.918298219658539,1.6655302801636105,Iris-virginica
+20,6.179366905803299,3.0540000000121554,4.900710411866985,1.6654283689372607,Iris-versicolor
+21,5.1089477161731525,3.054000000028575,4.899491334867143,1.6654274751360743,Iris-versicolor
+22,5.108947716174648,3.054000000091232,4.899491505628189,1.6654274751463694,Iris-versicolor
+23,6.195154810226996,3.054000000004579,5.035356143511632,1.6693794415945,Iris-virginica
+24,6.191829102735209,3.054000000012674,5.055715145273795,1.6683737926102777,Iris-virginica
+25,5.108947716173618,3.0540000000344154,4.8994914117670385,1.6654274751389013,Iris-versicolor
+26,6.179366931244528,3.0540000000281,4.90079199283147,1.6654278293110352,Iris-versicolor
+27,6.191521556372564,3.0540000000091423,5.020762045969907,1.6687002176552388,Iris-virginica
+28,5.1089477161733585,3.0540000000325236,4.899491371432912,1.6654274751381775,Iris-versicolor
+29,5.108947716173519,3.0540000000371745,4.899491395032498,1.665427475138351,Iris-versicolor
+30,6.179567570878376,3.0540000000128336,4.928194898608402,1.6655287923498059,Iris-virginica
+31,6.17936649913202,3.0540000001480667,4.89956674202554,1.6654274906649909,Iris-versicolor
+0,5.108947716173076,3.054000000031438,4.899491315411334,1.665427475136001,Iris-versicolor
+1,6.179366488627576,3.0540000001370706,4.899491643757302,1.6654274751627298,Iris-versicolor
+2,6.19232198564253,3.0540000000104395,5.054013151541773,1.6683235349266325,Iris-virginica
+3,6.194275859134139,3.054000000003539,5.07634564558418,1.6675664826729422,Iris-virginica
+4,6.188731887835961,3.0540000000372127,5.0046164120176595,1.6701822027835485,Iris-virginica
+5,6.1793667060315665,3.0540000000120813,4.900266454213073,1.6654279735541107,Iris-versicolor
+6,5.108947716173051,3.054000000034852,4.899491308456389,1.6654274751356168,Iris-versicolor
+7,5.108947716173125,3.054000000038884,4.89949132929631,1.6654274751363887,Iris-versicolor
+8,6.181763290262465,3.054000000015543,4.986224092559717,1.666093203319081,Iris-virginica
+9,6.179366488629612,3.054000000055928,4.899491772391421,1.665427475164828,Iris-versicolor
+10,6.179583928690956,3.0540000000777594,4.9247386450473885,1.665708012461352,Iris-virginica
+11,6.179526811991723,3.0540000000673997,4.927038897361726,1.6655285831896136,Iris-virginica
+12,6.18326889765792,3.054000000005219,4.988766089642739,1.666419360622683,Iris-virginica
+13,6.187671261780039,3.0540000000218983,5.031846848429382,1.6678285776055122,Iris-virginica
+14,6.185998468359918,3.0540000002902556,4.985698873940623,1.6737545584885432,Iris-virginica
+15,5.108947716173154,3.0540000000288168,4.899491334407164,1.6654274751373088,Iris-versicolor
+16,5.108947716173176,3.054000000025993,4.899491337706987,1.6654274751374336,Iris-versicolor
+17,5.1089477161730645,3.054000000029737,4.899491311462261,1.6654274751359466,Iris-versicolor
+18,6.179366488642369,3.0540000000430925,4.899492228783081,1.6654274751656546,Iris-versicolor
+19,6.179366488626574,3.054000000178096,4.899491600796017,1.6654274751597455,Iris-versicolor
+20,6.195027563991364,3.0540000000037795,5.043994432381101,1.6692289803307223,Iris-virginica
+21,6.182070221365062,3.0540000003462913,4.967895032713757,1.6682541299633595,Iris-virginica
+22,6.1929507723484045,3.0540000000084686,5.063220851960138,1.6682652604998056,Iris-virginica
+23,6.179366501654524,3.054000000023037,4.899594494551417,1.6654274829343627,Iris-versicolor
+24,6.188522101937599,3.054000000028835,5.030699658253611,1.6685577604918675,Iris-virginica
+25,5.10894771617311,3.054000000027152,4.899491323557587,1.66542747513663,Iris-versicolor
+26,6.179443962427691,3.054000000261361,4.916003909657991,1.6656142496106692,Iris-virginica
+27,6.191942079120796,3.0540000000165093,5.027688610783487,1.669144071450248,Iris-virginica
+28,6.189774534354906,3.054000000010703,5.049172703129809,1.6676631748241284,Iris-virginica
+29,6.1925431641351665,3.054000000013464,5.025416229968814,1.6700590070926162,Iris-virginica
+30,6.179366488697569,3.054000000016115,4.899493570280543,1.6654274752326044,Iris-versicolor
+31,5.10894771617306,3.0540000000306367,4.899491312102188,1.6654274751356146,Iris-versicolor
+0,6.179447972266317,3.05400000035318,4.915800675022313,1.6656580232582605,Iris-virginica
+1,6.179393063637683,3.0540000000325707,4.913327934582501,1.665444824180407,Iris-versicolor
+2,6.189085998752278,3.0540000000485525,5.014859291325732,1.6702186319216659,Iris-virginica
+3,6.179371263561369,3.0540000000115977,4.905714134769508,1.6654321120157753,Iris-versicolor
+4,6.1928425130727165,3.0540000000133953,5.045691573458033,1.6693123945088637,Iris-virginica
+5,6.179366608229407,3.05400000002538,4.899959951209714,1.6654276125395486,Iris-versicolor
+6,6.189609206833892,3.054000000025464,5.0477903717984685,1.6683013246287586,Iris-virginica
+7,6.180290828302731,3.0540000002826777,4.942965411424309,1.6667964071369592,Iris-virginica
+8,6.1896825228247385,3.0540000000315355,5.016757767561557,1.6697461159349467,Iris-virginica
+9,6.179367179185577,3.0540000000304377,4.901110520822407,1.6654287480307495,Iris-versicolor
+10,6.180960658779833,3.0540000006502828,4.951833522914355,1.6681009682435115,Iris-virginica
+11,6.191831149651358,3.0540000000202947,5.034488193619911,1.6694846804658618,Iris-virginica
+12,6.179366488627974,3.054000000135186,4.899491663742444,1.6654274751615008,Iris-versicolor
+13,6.182875216980071,3.0540000000050314,4.9794030980080475,1.6665396723333836,Iris-virginica
+14,6.179366488625059,3.0540000000402063,4.899491533309928,1.6654274751460356,Iris-versicolor
+15,6.192671871656986,3.054000000013739,5.032723027823808,1.6686906042518568,Iris-virginica
+16,6.17989205547651,3.0540000001467504,4.9367434633860645,1.6660228214974824,Iris-virginica
+17,6.179366493537722,3.0540000000591236,4.899539383071325,1.6654274807780856,Iris-versicolor
+18,5.108947716176357,3.0540000001819703,4.8994916641860025,1.6654274751597442,Iris-versicolor
+19,6.180989473691147,3.0540000000130845,4.961022366140162,1.6660509201170817,Iris-virginica
+20,6.18465833576444,3.0540000000156815,5.00014856747287,1.6670175082776975,Iris-virginica
+21,6.179366488833579,3.054000000107104,4.899496112535318,1.6654274754163652,Iris-versicolor
+22,6.179703868495649,3.0540000000137666,4.931127687635056,1.6656559642701114,Iris-virginica
+23,6.179366504405873,3.0540000000497365,4.899602005350342,1.665427485928772,Iris-versicolor
+24,6.193649051020918,3.0540000000062433,5.051652134730635,1.6688975495623135,Iris-virginica
+25,6.193747531670617,3.054000000007034,5.035815019581941,1.669563662739432,Iris-virginica
+26,5.108947716173253,3.0540000000371577,4.89949135319445,1.6654274751372795,Iris-versicolor
+27,5.108947716173041,3.0540000000327154,4.8994913042446635,1.6654274751354714,Iris-versicolor
+28,6.185411439161785,3.054000000457545,4.982650474783828,1.6740241815821952,Iris-virginica
+29,5.10894771617307,3.054000000034077,4.8994913135139235,1.6654274751359381,Iris-versicolor
+30,6.179366488708689,3.054000000094451,4.899493792772044,1.6654274752390603,Iris-versicolor
+31,6.191450610091523,3.054000000020013,5.022987901328556,1.6707795037804338,Iris-virginica
+0,6.179607302995357,3.0540000013963207,4.924284917106337,1.6662199159956632,Iris-virginica
+1,6.1803717066761825,3.0540000000532728,4.951362315096832,1.6660187049995732,Iris-virginica
+2,6.188528214798904,3.054000000027647,5.021966742609872,1.6687284057428666,Iris-virginica
+3,6.180562549536847,3.0540000000023926,4.95053245166881,1.6659485481989875,Iris-virginica
+4,6.179455927078732,3.0540000002943497,4.916031348108215,1.6656829174950307,Iris-virginica
+5,5.108947716173039,3.0540000000309213,4.899491303028893,1.665427475135419,Iris-versicolor
+6,6.191539302354734,3.0540000000193004,5.03705766198362,1.6692788201910278,Iris-virginica
+7,6.179366502192585,3.0540000000170098,4.899586283906686,1.6654274905655457,Iris-versicolor
+8,6.179383628543689,3.0540000000055065,4.909613789136791,1.6654548718446487,Iris-virginica
+9,5.108947716173113,3.0540000000412264,4.899491326225231,1.6654274751363816,Iris-versicolor
+10,6.196019650426512,3.054000000003872,5.050501755309895,1.6687052733380416,Iris-virginica
+11,5.108947716173323,3.05400000002591,4.899491365787988,1.665427475138803,Iris-versicolor
+12,6.1793665097098,3.0540000003140224,4.8995985216938,1.6654275093798339,Iris-versicolor
+13,6.179366507566568,3.054000000985926,4.899585265759282,1.665427549113373,Iris-versicolor
+14,5.108947716174246,3.054000000114305,4.8994914697008936,1.6654274751430174,Iris-versicolor
+15,6.1793664978442555,3.054000000236869,4.899555111601989,1.66542748631282,Iris-versicolor
+16,6.183258603119823,3.0540000000992915,4.974892098601426,1.6683297039893452,Iris-virginica
+17,6.182490845378475,3.0540000000318575,4.980757651641047,1.6666910063565044,Iris-virginica
+18,6.180031687785814,3.054000001000234,4.936424047995533,1.6670782053254067,Iris-virginica
+19,6.179366490321009,3.0540000000297174,4.899512519598475,1.6654274776545352,Iris-versicolor
+20,6.180710351296958,3.0540000000458303,4.947467859277017,1.666673126922955,Iris-virginica
+21,6.1793664886307536,3.0540000000424037,4.899491820206346,1.6654274751707236,Iris-versicolor
+22,6.179366488623877,3.0540000000429863,4.8994914719037395,1.6654274751448468,Iris-versicolor
+23,5.10894771617304,3.0540000000308827,4.899491303725254,1.6654274751354465,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..345e75b95eb8289b53190e4242c09ae084c245cd
--- /dev/null
+++ b/iris/lct_gan/0/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179584771558005,3.054000000017107,4.925827084328085,1.6656004744655744,Iris-virginica
+1,6.179455350740854,3.054000000034259,4.918488218927593,1.665512751509731,Iris-virginica
+2,6.184674913623992,3.054000000060152,4.980300920494316,1.6693365919655696,Iris-virginica
+3,6.188750971006542,3.0540000000449075,5.030472121258596,1.669107036274568,Iris-virginica
+4,5.108947716173063,3.0540000000333682,4.899491312324863,1.6654274751358025,Iris-versicolor
+5,6.179366488626993,3.054000000060369,4.899491628106024,1.6654274751556541,Iris-versicolor
+6,6.181623891856556,3.054000000632174,4.961650422275966,1.6687045011091555,Iris-virginica
+7,6.194515035987571,3.0540000000039633,5.0375443407659555,1.6693093435216457,Iris-virginica
+8,6.179463754808574,3.0540000000149123,4.921332212495534,1.6654810821663133,Iris-virginica
+9,6.19394681596886,3.054000000007908,5.040031113883633,1.66970423082744,Iris-virginica
+10,6.183851818383006,3.054000000033651,4.980111566891033,1.6678082323209447,Iris-virginica
+11,6.179366488631587,3.0540000000442884,4.899491872198647,1.6654274751762213,Iris-versicolor
+12,5.108947716173088,3.05400000004309,4.89949131924317,1.6654274751361529,Iris-versicolor
+13,5.108947716173038,3.054000000030415,4.899491302460995,1.6654274751353966,Iris-versicolor
+14,6.179366663023515,3.054000000141982,4.900023308873391,1.665427749927028,Iris-versicolor
+15,5.108947716173077,3.0540000000348715,4.899491316143332,1.6654274751360525,Iris-versicolor
+16,6.181586223475155,3.0540000001261607,4.96678967792788,1.667147702356634,Iris-virginica
+17,5.108947716173724,3.0540000001172007,4.899491413846519,1.6654274751426663,Iris-versicolor
+18,6.184123185014696,3.0540000000513845,4.97960455198195,1.6683231597216812,Iris-virginica
+19,6.187433464642908,3.054000000117089,5.011923372461613,1.6703222158129274,Iris-virginica
+20,6.1806912345746605,3.0540000002486227,4.947418066408255,1.6672397962080097,Iris-virginica
+21,6.179407209959131,3.0540000001386396,4.913119723786658,1.6654991631195872,Iris-versicolor
+22,5.108947716173394,3.0540000000576804,4.899491371175231,1.665427475139131,Iris-versicolor
+23,6.189672424193807,3.0540000000454848,5.021415866202328,1.6702232273666562,Iris-virginica
+24,6.179366521058517,3.0540000003546313,4.899648886298723,1.665427553053717,Iris-versicolor
+25,6.182161861473371,3.0540000003003502,4.98103786120543,1.6673460040869412,Iris-virginica
+26,5.1089477161730965,3.0540000000313343,4.899491319939504,1.6654274751362679,Iris-versicolor
+27,5.108947716173943,3.054000000051755,4.899491450216001,1.6654274751430556,Iris-versicolor
+28,6.194702957670217,3.054000000004983,5.09414059444566,1.6674534642123977,Iris-virginica
+29,6.179366493549136,3.054000000036246,4.899540803648387,1.6654274801330993,Iris-versicolor
+30,6.1926328366313825,3.0540000000068086,5.026992780065371,1.6699858755692973,Iris-virginica
+31,5.108947716173273,3.0540000000324627,4.899491354279598,1.6654274751379756,Iris-versicolor
+0,6.193691189885314,3.0540000000095837,5.048115824867467,1.669291745593768,Iris-virginica
+1,6.179366488628612,3.0540000000281617,4.899491692433174,1.6654274751484646,Iris-versicolor
+2,6.190498270501252,3.054000000036386,5.0486994817105595,1.6689430345981953,Iris-virginica
+3,5.10894771617305,3.054000000029896,4.899491307615139,1.6654274751356322,Iris-versicolor
+4,6.195004352129559,3.0540000000053653,5.039935486561922,1.6691220946358896,Iris-virginica
+5,6.179366534127487,3.054000000016135,4.899750261186555,1.6654275625265949,Iris-versicolor
+6,6.189480416347827,3.05400000007367,4.997272156167828,1.67511774740789,Iris-virginica
+7,6.179366958017902,3.0540000016430695,4.900451415862553,1.6654305832262588,Iris-versicolor
+8,6.196519365683376,3.0540000000035854,5.053491228475814,1.6689070414319178,Iris-virginica
+9,6.17936648866646,3.0540000000452796,4.899492932739946,1.66542747520109,Iris-versicolor
+10,6.188570903737157,3.0540000000216394,5.019156254874375,1.6687203263975543,Iris-virginica
+11,6.17936649025933,3.0540000000581995,4.899512085068123,1.6654274775763285,Iris-versicolor
+12,6.191728636521071,3.054000000019931,5.02724855751192,1.6692588364490575,Iris-virginica
+13,6.179366489169352,3.054000000056828,4.8995008525574475,1.6654274757775485,Iris-versicolor
+14,6.182146514831094,3.054000000036883,4.976976901784525,1.6666545122712255,Iris-virginica
+15,6.179368692587902,3.0540000000203373,4.903119736750116,1.665429462627254,Iris-versicolor
+16,6.193776735084664,3.0540000000087812,5.054412945285667,1.6689518205115272,Iris-virginica
+17,5.108947716173126,3.0540000000281524,4.899491330324032,1.6654274751366003,Iris-versicolor
+18,6.184843941420026,3.05400000007431,5.0120122711017805,1.6676593324399454,Iris-virginica
+19,5.108947716173041,3.054000000031212,4.899491304957397,1.6654274751354257,Iris-versicolor
+20,5.108947716173054,3.054000000038039,4.899491309188458,1.6654274751355742,Iris-versicolor
+21,6.191689244540063,3.0540000000198786,5.022294934677491,1.6696458558701557,Iris-virginica
+22,6.1798370825140925,3.0540000000441356,4.93877892707346,1.6657491079816455,Iris-virginica
+23,5.108947716173899,3.0540000000554506,4.899491439095009,1.665427475141995,Iris-versicolor
+24,6.179368088517603,3.054000000492722,4.902122781899381,1.6654311366446009,Iris-versicolor
+25,6.179373088952105,3.0540000001953373,4.9065132638033315,1.665439199524116,Iris-versicolor
+26,6.192689144952117,3.0540000000149856,5.061304691048286,1.6688196060354943,Iris-virginica
+27,5.1089477161743675,3.0540000000948604,4.899491480338657,1.6654274751427023,Iris-versicolor
+28,6.17952038485541,3.054000000291146,4.9237035849726905,1.665626990393201,Iris-virginica
+29,6.180076678763982,3.0540000001822145,4.9428592252003805,1.6661299884430918,Iris-virginica
+30,6.1793664886336055,3.0540000000341014,4.899491911917119,1.6654274751537044,Iris-versicolor
+31,5.108947716173047,3.0540000000355,4.899491305869678,1.66542747513559,Iris-versicolor
+0,5.108947716173052,3.0540000000307144,4.89949130898099,1.665427475135598,Iris-versicolor
+1,6.188498659309702,3.0540000000341623,5.0162911747691075,1.6690956594079147,Iris-virginica
+2,6.17936649467336,3.054000000018876,4.899544702238378,1.6654274817102592,Iris-versicolor
+3,6.179366488664636,3.0540000000379965,4.89949287089552,1.6654274752077163,Iris-versicolor
+4,6.1793664886246376,3.0540000000421554,4.89949149934514,1.665427475146405,Iris-versicolor
+5,6.193800641336279,3.0540000000041636,5.04574420225345,1.668933102678436,Iris-virginica
+6,6.179366506664971,3.0540000002528007,4.899587561626043,1.6654274957552937,Iris-versicolor
+7,6.1903578929081045,3.0540000000373655,5.028362992265828,1.6702424040101498,Iris-virginica
+8,6.179500359186611,3.0540000000471084,4.92012901042331,1.6656235477985601,Iris-virginica
+9,5.108947716173043,3.0540000000325604,4.899491304779221,1.6654274751354923,Iris-versicolor
+10,5.108947716173214,3.0540000000498604,4.899491343474457,1.6654274751375104,Iris-versicolor
+11,6.179366489062986,3.054000000033705,4.899499904069435,1.6654274756773273,Iris-versicolor
+12,6.179366654927315,3.0540000000132146,4.900119012701806,1.6654277718958368,Iris-versicolor
+13,6.179366488624622,3.054000000029554,4.899491500816415,1.6654274751465752,Iris-versicolor
+14,6.193038993318933,3.0540000000058583,5.026376980635724,1.6700067438977233,Iris-virginica
+15,6.179372631438912,3.0540000003229393,4.905848980424211,1.6654449606000332,Iris-versicolor
+16,6.181838980146188,3.054000000005243,4.967061226503474,1.666202688174843,Iris-virginica
+17,5.108947716173298,3.0540000000300287,4.8994913611765,1.6654274751385036,Iris-versicolor
+18,6.1793666749276985,3.0540000000184957,4.900226387955208,1.665427621244687,Iris-versicolor
+19,6.190499264677828,3.0540000000341183,5.037450626991227,1.6696400446795572,Iris-virginica
+20,6.181738875419116,3.054000000864215,4.962630552296131,1.6690317460992845,Iris-virginica
+21,6.1922436506634835,3.054000000006181,5.0288703573665146,1.6685799485629267,Iris-virginica
+22,6.192140689944584,3.0540000000149106,5.034991081270798,1.6695004341798378,Iris-virginica
+23,6.188433288365324,3.054000000057853,5.022597112511635,1.6696133941165667,Iris-virginica
+24,6.193497071679939,3.054000000011489,5.068538636542704,1.6685890018097864,Iris-virginica
+25,5.108947716173142,3.054000000040904,4.899491332899429,1.665427475136946,Iris-versicolor
+26,6.191695717145487,3.054000000013267,5.050555822392259,1.6685322257557758,Iris-virginica
+27,6.179366488629236,3.0540000000685263,4.899491767777071,1.6654274751654914,Iris-versicolor
+28,6.180956397798984,3.054000000068581,4.966211042582259,1.6662132940870835,Iris-virginica
+29,6.192619775688899,3.0540000000138745,5.039515906992374,1.6696918009399344,Iris-virginica
+30,5.108947716173041,3.054000000029559,4.899491305368282,1.6654274751353482,Iris-versicolor
+31,5.10894771617304,3.0540000000263694,4.899491304750892,1.665427475135297,Iris-versicolor
+0,6.18047074445867,3.054000000232993,4.95876897696661,1.666138340321783,Iris-virginica
+1,6.179820915597707,3.0540000001440437,4.937614468074193,1.6658392529593689,Iris-virginica
+2,6.179366488649487,3.054000000097146,4.899492384192189,1.6654274751950073,Iris-versicolor
+3,6.179366488742243,3.054000000050953,4.899494780942414,1.6654274752718452,Iris-versicolor
+4,6.17936648870831,3.0540000000979948,4.899493738102316,1.6654274753115985,Iris-versicolor
+5,6.190641880911219,3.0540000000254044,5.02912732296315,1.669428679087726,Iris-virginica
+6,6.192035587493256,3.0540000000161807,5.033316014771792,1.6699642600936204,Iris-virginica
+7,5.1089477161730565,3.0540000000290646,4.899491309665364,1.6654274751357467,Iris-versicolor
+8,6.179366488628128,3.054000000049925,4.8994916646654385,1.6654274751566494,Iris-versicolor
+9,6.192772456391474,3.0540000000091716,5.032961345717505,1.669159499714712,Iris-virginica
+10,6.192834084184352,3.054000000004937,5.034926608495043,1.6681787521043105,Iris-virginica
+11,6.181177554330497,3.054000000035329,4.959959934839519,1.6664663896065475,Iris-virginica
+12,5.108947716173567,3.054000000023275,4.899491394344032,1.6654274751401494,Iris-versicolor
+13,6.185992736855265,3.0540000000266536,5.012709014819437,1.6678213989559987,Iris-virginica
+14,6.1804751028702185,3.0540000000060497,4.950800770352194,1.6659657576673914,Iris-virginica
+15,6.191913967488318,3.054000000016134,5.023447377727329,1.6695419811950571,Iris-virginica
+16,6.179366490381892,3.0540000004644536,4.89950873407236,1.66542747792775,Iris-versicolor
+17,5.108947716173042,3.0540000000332252,4.899491304034762,1.665427475135508,Iris-versicolor
+18,5.108947716173045,3.0540000000305727,4.899491305347294,1.6654274751355262,Iris-versicolor
+19,6.194829384023905,3.0540000000065306,5.027249145333542,1.6697594246992675,Iris-virginica
+20,5.108947716173074,3.0540000000302148,4.899491314820109,1.6654274751360507,Iris-versicolor
+21,5.108947716174068,3.0540000000530583,4.89949145473139,1.665427475140632,Iris-versicolor
+22,6.179366492760533,3.0540000000770275,4.899532555351829,1.6654274790766261,Iris-versicolor
+23,6.182868730779666,3.054000000271174,4.974149498543847,1.6688884757199645,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..6b89004c3990b19f6ec2b7ba3aedc6cedeee795f
--- /dev/null
+++ b/iris/lct_gan/0/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179389112996595,3.0540000000804084,4.91035779230582,1.6654655001876197,Iris-versicolor
+1,6.188454352220094,3.0540000000589633,5.0091245160901225,1.6698290166532688,Iris-virginica
+2,6.183130852824117,3.0540000000158862,5.003894229381306,1.6663788426682171,Iris-virginica
+3,6.179366498320483,3.054000000216406,4.89955727684308,1.6654274932598978,Iris-versicolor
+4,6.194980010838544,3.054000000005437,5.041459858109412,1.6691891315257392,Iris-virginica
+5,5.10894771617335,3.0540000000408387,4.899491368161498,1.665427475138814,Iris-versicolor
+6,6.184184220205828,3.054000000253795,4.979846615675131,1.670227854622501,Iris-virginica
+7,6.17936648863024,3.054000000114207,4.899491749419763,1.6654274751643505,Iris-versicolor
+8,5.1089477161731205,3.0540000000462504,4.899491327765796,1.6654274751365956,Iris-versicolor
+9,5.108947716173041,3.0540000000324663,4.899491303899274,1.6654274751354727,Iris-versicolor
+10,6.191768601582827,3.0540000000225054,5.05685489387797,1.6689871440185327,Iris-virginica
+11,6.194217289166271,3.054000000005382,5.04197241354995,1.6694639422356743,Iris-virginica
+12,6.1793664886235495,3.0540000000389584,4.899491440141726,1.6654274751425786,Iris-versicolor
+13,6.180898481261688,3.0540000005752512,4.955944150135593,1.6675118281582322,Iris-virginica
+14,6.179366488625268,3.0540000000392773,4.899491553196502,1.6654274751473173,Iris-versicolor
+15,6.179973948724026,3.0540000007864267,4.933868546648764,1.6670537318687546,Iris-virginica
+16,6.180463085865428,3.054000000167933,4.951847380496418,1.6664082785162238,Iris-virginica
+17,6.191438794309884,3.0540000000237266,5.046539787551473,1.6693456621374352,Iris-virginica
+18,6.179366711991881,3.0540000000323015,4.900324731997726,1.6654282144234982,Iris-versicolor
+19,5.108947716173447,3.054000000028499,4.899491382768956,1.6654274751386215,Iris-versicolor
+20,6.17936649828046,3.054000000162709,4.8995579902277875,1.665427488032109,Iris-versicolor
+21,5.108947716173039,3.0540000000319107,4.899491303552646,1.6654274751354063,Iris-versicolor
+22,5.108947716173037,3.0540000000294873,4.899491302290131,1.6654274751353724,Iris-versicolor
+23,6.179366488633729,3.054000000196671,4.899491872492253,1.6654274751723388,Iris-versicolor
+24,5.108947716173037,3.0540000000295335,4.899491303013365,1.6654274751353473,Iris-versicolor
+25,5.108947716173758,3.054000000027457,4.8994914242602725,1.6654274751409146,Iris-versicolor
+26,5.108947716173044,3.054000000028817,4.899491306099013,1.6654274751354454,Iris-versicolor
+27,6.182471127775437,3.054000000789235,4.963450563458567,1.6710923064386747,Iris-virginica
+28,6.179366488695808,3.0540000000741228,4.899493476101932,1.6654274753034821,Iris-versicolor
+29,5.108947716173271,3.0540000000569942,4.899491353615817,1.665427475137833,Iris-versicolor
+30,6.191202052003861,3.054000000006122,5.0280649041693515,1.6679131730675028,Iris-virginica
+31,6.194051785956268,3.054000000004233,5.041753006002896,1.6692244758321497,Iris-virginica
+0,6.184573259766236,3.054000000004072,4.984996139445162,1.6670163755257927,Iris-virginica
+1,6.179366488917075,3.054000000160244,4.8994967827976,1.6654274757974485,Iris-versicolor
+2,6.181135345922542,3.0540000001360217,4.967295473419768,1.6665587405956643,Iris-virginica
+3,6.179366545912528,3.0540000000799723,4.899761491134641,1.665427531915046,Iris-versicolor
+4,6.192609209251177,3.054000000009687,5.017415314833197,1.6709539402327667,Iris-virginica
+5,6.190122480121528,3.054000000035047,5.034263545705633,1.669480370910731,Iris-virginica
+6,6.1944501189064125,3.0540000000056593,5.040406056530451,1.6696034271233011,Iris-virginica
+7,6.186228565857421,3.0540000000042156,5.039139213387534,1.6664500699244507,Iris-virginica
+8,6.179368925794459,3.0540000000129712,4.903961037295239,1.6654290728170376,Iris-versicolor
+9,6.187252900285234,3.0540000000507166,5.006707218485406,1.6689943960777107,Iris-virginica
+10,6.191868928361259,3.0540000000183123,5.037994011799803,1.6692239154717117,Iris-virginica
+11,6.1917544990556275,3.0540000000139877,5.029421759061465,1.6701532863089175,Iris-virginica
+12,6.1911565736543315,3.054000000019022,5.0127519508115155,1.6717447584850835,Iris-virginica
+13,6.179366489105296,3.054000000042177,4.899500875045948,1.665427475522528,Iris-versicolor
+14,5.108947716173044,3.054000000030789,4.899491305315873,1.6654274751355285,Iris-versicolor
+15,6.192753105504339,3.054000000010419,5.02541924411798,1.6704250705015227,Iris-virginica
+16,5.108947716173036,3.054000000027659,4.899491302507054,1.6654274751353368,Iris-versicolor
+17,5.108947716173517,3.0540000000252774,4.899491396381672,1.665427475139881,Iris-versicolor
+18,6.179366488634054,3.054000000256083,4.89949186787003,1.6654274751826956,Iris-versicolor
+19,6.1943476462124805,3.054000000005388,5.049013340936081,1.669133285531393,Iris-virginica
+20,6.184128990768861,3.054000000164741,4.987627335332583,1.6687858490091603,Iris-virginica
+21,6.188041347845074,3.0540000000179957,5.01371015008245,1.6682828869758863,Iris-virginica
+22,5.10894771617304,3.054000000028398,4.899491303691424,1.6654274751354325,Iris-versicolor
+23,6.193353433382832,3.054000000005391,5.047767934522095,1.6680197284188458,Iris-virginica
+24,6.1823596032641275,3.054000000037421,4.97847021258738,1.6667072549739679,Iris-virginica
+25,5.108947716173043,3.0540000000322767,4.899491305487509,1.6654274751354585,Iris-versicolor
+26,6.184941348763386,3.0540000001467247,4.994539310913783,1.6690032439814257,Iris-virginica
+27,6.193232079700091,3.0540000000083376,5.036884517248887,1.6694304951612564,Iris-virginica
+28,6.193966063673573,3.0540000000075618,5.042059486191038,1.6690292150971893,Iris-virginica
+29,5.108947716173037,3.0540000000291267,4.899491302956585,1.665427475135382,Iris-versicolor
+30,5.1089477161730965,3.054000000059673,4.899491319833824,1.6654274751364972,Iris-versicolor
+31,5.108947716173046,3.0540000000320457,4.8994913059406535,1.665427475135557,Iris-versicolor
+0,6.181070873815578,3.054000000030011,4.958718962101383,1.6664047046890629,Iris-virginica
+1,5.108947716173218,3.054000000049205,4.899491349424963,1.6654274751372498,Iris-versicolor
+2,6.17936648862345,3.0540000000313485,4.899491436761438,1.6654274751430884,Iris-versicolor
+3,5.108947716173128,3.054000000028812,4.8994913306201555,1.6654274751363911,Iris-versicolor
+4,6.180628373821561,3.054000000432906,4.949479794465986,1.6671144751033777,Iris-virginica
+5,5.1089477161730406,3.0540000000327554,4.899491304097414,1.6654274751354416,Iris-versicolor
+6,6.191941367998701,3.054000000010989,5.016830207196314,1.671076781110321,Iris-virginica
+7,6.193421780582332,3.0540000000068988,5.038968970240381,1.6695691109600235,Iris-virginica
+8,6.179366489589176,3.0540000000282364,4.899506691005049,1.6654274762199186,Iris-versicolor
+9,5.108947716173395,3.0540000000355265,4.899491381658653,1.6654274751383906,Iris-versicolor
+10,6.1800232004216005,3.0540000000122034,4.9433224161315295,1.6657395258028604,Iris-virginica
+11,6.192790287429424,3.054000000012056,5.042855959474914,1.669456402655311,Iris-virginica
+12,5.108947716173085,3.0540000000328584,4.8994913179103685,1.6654274751362135,Iris-versicolor
+13,6.179370725969664,3.0540000000127137,4.90527069996026,1.6654350102561688,Iris-versicolor
+14,6.179366496064175,3.0540000000704763,4.899552558410598,1.665427481155658,Iris-versicolor
+15,6.179383697696445,3.0540000000106846,4.90940053182979,1.6654506617940241,Iris-versicolor
+16,6.194452989887578,3.054000000005748,5.047154436351563,1.6692454249112065,Iris-virginica
+17,6.193354674360606,3.054000000010089,5.055995160982111,1.6689853540462163,Iris-virginica
+18,6.179366488627084,3.0540000000214667,4.89949164947468,1.6654274751447564,Iris-versicolor
+19,5.108947716173036,3.054000000030441,4.899491301720792,1.6654274751353495,Iris-versicolor
+20,6.179366488807506,3.054000000599656,4.899495136472938,1.6654274756900336,Iris-versicolor
+21,6.179366961107377,3.054000000047211,4.900856051611179,1.6654289881695055,Iris-versicolor
+22,5.108947716173055,3.0540000000292498,4.899491308492632,1.665427475135708,Iris-versicolor
+23,6.190534372496802,3.054000000030176,5.025864037483052,1.670562313947397,Iris-virginica
+24,6.1930679359882115,3.0540000000087013,5.092287455515773,1.6673874381328435,Iris-virginica
+25,6.179366488648144,3.05400000005861,4.899492343613747,1.6654274751756708,Iris-versicolor
+26,6.1883779275102055,3.0540000000311034,5.026842597894419,1.6687228680032677,Iris-virginica
+27,6.18019809841724,3.054000000414962,4.945421080023403,1.6664750306377503,Iris-virginica
+28,6.18839483966686,3.054000000013387,5.009438587931975,1.6683755999154317,Iris-virginica
+29,6.1793664886850515,3.054000000036937,4.899493521680077,1.6654274752031586,Iris-versicolor
+30,5.108947716173045,3.0540000000333327,4.899491305795503,1.6654274751355316,Iris-versicolor
+31,5.108947716173389,3.0540000000372913,4.899491374206207,1.6654274751395628,Iris-versicolor
+0,5.108947716173285,3.0540000000318592,4.89949135701482,1.665427475138407,Iris-versicolor
+1,6.184737642958939,3.054000000178162,5.001229877853046,1.6685503002347248,Iris-virginica
+2,6.1842906452048165,3.0540000002424446,4.986329106267113,1.6692964311695127,Iris-virginica
+3,5.108947716173044,3.054000000032721,4.899491305283427,1.66542747513551,Iris-versicolor
+4,6.181891548801316,3.054000000006185,4.967286062020397,1.6662870509180019,Iris-virginica
+5,6.188655350183151,3.0540000000528926,5.010201530369723,1.6697878999002491,Iris-virginica
+6,5.108947716173391,3.0540000000494696,4.899491374957672,1.6654274751385632,Iris-versicolor
+7,6.1795804421229406,3.0540000056228047,4.922214937658925,1.666559374161851,Iris-virginica
+8,6.191663348540938,3.0540000000178895,5.019368233356677,1.6707412128916614,Iris-virginica
+9,6.192480942346185,3.0540000000037244,5.060737943456953,1.6675828995208866,Iris-virginica
+10,6.179366504936873,3.0540000006368335,4.8995819539802286,1.6654275321317313,Iris-versicolor
+11,5.108947716173158,3.054000000043199,4.899491335127063,1.6654274751370577,Iris-versicolor
+12,5.108947716173067,3.0540000000406065,4.899491313022591,1.6654274751359541,Iris-versicolor
+13,6.195392574596737,3.0540000000050105,5.0492444673950425,1.6690928380298138,Iris-virginica
+14,6.186618930057027,3.054000000030322,5.003052174908053,1.6684936222641824,Iris-virginica
+15,6.191971724546027,3.0540000000138505,5.026717929683221,1.6695418225486158,Iris-virginica
+16,6.185447497932267,3.0540000001685983,4.993749497523813,1.6701879405644828,Iris-virginica
+17,5.108947716173057,3.0540000000311003,4.899491310167649,1.6654274751356855,Iris-versicolor
+18,5.108947716173044,3.0540000000288865,4.899491305940935,1.6654274751355287,Iris-versicolor
+19,6.179366488728872,3.0540000000832332,4.8994944345792355,1.6654274753227212,Iris-versicolor
+20,6.17936649016492,3.054000000115217,4.89951034094062,1.6654274764628751,Iris-versicolor
+21,6.180037657333359,3.0540000000114933,4.952007114768726,1.6656276890849755,Iris-virginica
+22,6.192288734409968,3.0540000000133167,5.040757448791869,1.6696302873116664,Iris-virginica
+23,6.196688846994042,3.0540000000022007,5.045130253836569,1.6678246387691866,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..e78bf98542182f0e54196c97b0b29811f51568b1
--- /dev/null
+++ b/iris/lct_gan/0/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.192744903896173,3.0540000000085854,5.059966896584931,1.668296102958548,Iris-virginica
+1,5.108947716173265,3.0540000000407366,4.899491356461911,1.6654274751377558,Iris-versicolor
+2,5.1089477161730565,3.0540000000385215,4.899491309543903,1.6654274751356932,Iris-versicolor
+3,5.108947716173692,3.0540000000443372,4.899491412301914,1.66542747514155,Iris-versicolor
+4,6.179415144793024,3.054000000068936,4.91350680588798,1.6655047073143934,Iris-virginica
+5,6.1801573186152305,3.054000000039018,4.948680854207324,1.665847617659262,Iris-virginica
+6,6.179366488625742,3.0540000000421816,4.899491552466398,1.665427475149591,Iris-versicolor
+7,6.192625579002939,3.054000000012967,5.049819044270104,1.6690461502989304,Iris-virginica
+8,6.179366489169472,3.054000000035292,4.89950067033647,1.6654274760894805,Iris-versicolor
+9,6.1870676153317685,3.0540000002035086,4.994594641187292,1.6729735710137814,Iris-virginica
+10,6.17936654205077,3.0540000001628322,4.899733823164305,1.6654277023289834,Iris-versicolor
+11,6.191171254839706,3.054000000022724,5.025933825667089,1.6690266384179695,Iris-virginica
+12,6.180076546038619,3.0540000000057614,4.9390427995741515,1.665883634887596,Iris-virginica
+13,6.179366489823468,3.054000001601812,4.8995042583233195,1.6654274786630925,Iris-versicolor
+14,6.191083537232073,3.0540000000248573,5.017603605354823,1.6699644020189714,Iris-virginica
+15,6.179366488645278,3.0540000000829948,4.8994923149259275,1.6654274751860134,Iris-versicolor
+16,6.18312846010742,3.0540000002626306,4.973559225580797,1.6692115618486907,Iris-virginica
+17,6.179368243591485,3.0540000000261656,4.902439675793109,1.6654294086288144,Iris-versicolor
+18,6.184533882774566,3.054000000009655,4.988322697044086,1.6672348975403224,Iris-virginica
+19,6.179366489571974,3.0540000000219196,4.899507059973713,1.665427475842796,Iris-versicolor
+20,6.185839128208074,3.0540000000991614,4.997669848762095,1.668997082871427,Iris-virginica
+21,6.193601108842481,3.05400000000547,5.0257906473282254,1.6700259927273868,Iris-virginica
+22,5.108947716173035,3.054000000027232,4.89949130209437,1.665427475135321,Iris-versicolor
+23,5.108947716173286,3.05400000004313,4.899491358934711,1.6654274751376552,Iris-versicolor
+24,5.108947716173046,3.054000000031648,4.899491306262782,1.6654274751355396,Iris-versicolor
+25,6.179366488811381,3.054000000045224,4.899495983703918,1.6654274753938958,Iris-versicolor
+26,6.192031359802682,3.054000000017042,5.031030601826695,1.6702913898713596,Iris-virginica
+27,5.108947716173103,3.054000000034903,4.899491321825089,1.665427475136424,Iris-versicolor
+28,6.192149152297518,3.0540000000191183,5.059641743680165,1.6688780947777582,Iris-virginica
+29,6.181910046690525,3.0540000000078615,4.968364133128232,1.666354363094093,Iris-virginica
+30,6.179368901184704,3.054000008328833,4.902031942353513,1.6654520973528288,Iris-versicolor
+31,6.186517177548511,3.0540000001348266,4.998430921426811,1.6703928289769268,Iris-virginica
+0,6.188172529653478,3.0540000001273775,4.996917799784616,1.6740191497575334,Iris-virginica
+1,5.108947716173435,3.054000000062238,4.899491384564689,1.6654274751384792,Iris-versicolor
+2,6.179366489236986,3.054000000037293,4.899502474318041,1.6654274757738692,Iris-versicolor
+3,6.182981227506428,3.0540000000339695,4.980986958354349,1.6670284399963022,Iris-virginica
+4,6.1793674592690495,3.054000000010843,4.901777501380392,1.6654281773043127,Iris-versicolor
+5,6.19008987935653,3.054000000030209,5.020524878705769,1.6698711122018135,Iris-virginica
+6,6.179366488659921,3.0540000000747938,4.8994926571584845,1.6654274751993987,Iris-versicolor
+7,6.1793664886618505,3.0540000001613143,4.899492804574957,1.665427475289542,Iris-versicolor
+8,6.190633880787646,3.054000000019085,5.025166580875343,1.669226217680353,Iris-virginica
+9,6.179624797644669,3.054000000147274,4.933350810248505,1.6656128860771322,Iris-virginica
+10,6.179366491436701,3.0540000000151517,4.899520625521297,1.665427477860936,Iris-versicolor
+11,6.1793689772666935,3.054000000029138,4.90338358462796,1.6654299474785323,Iris-versicolor
+12,6.179425219169769,3.054000000619205,4.91618922667769,1.6655367310697298,Iris-versicolor
+13,5.1089477161731045,3.054000000039334,4.899491323411359,1.6654274751361284,Iris-versicolor
+14,6.181808959813205,3.0540000006575454,4.976966940084061,1.6675030856789517,Iris-virginica
+15,6.179374000318988,3.054000001543612,4.905686103025918,1.6654683141387274,Iris-versicolor
+16,5.1089477161732075,3.054000000058255,4.8994913448511355,1.665427475136953,Iris-versicolor
+17,6.1949483226802355,3.054000000003608,5.036588180110432,1.6691377035696944,Iris-virginica
+18,5.108947716173047,3.0540000000304315,4.8994913064269525,1.6654274751355458,Iris-versicolor
+19,6.179367250905265,3.054000000387481,4.900948788581927,1.6654295779394115,Iris-versicolor
+20,6.1840950970862885,3.054000000470383,4.979653566299736,1.6712044001413637,Iris-virginica
+21,6.186650425096885,3.0540000000979393,4.998339752794636,1.6704755033487837,Iris-virginica
+22,6.179366488626289,3.0540000000932936,4.899491586353801,1.6654274751511575,Iris-versicolor
+23,6.19276597402555,3.0540000000094065,5.036455870218152,1.6697023841665493,Iris-virginica
+24,6.1924568506450814,3.054000000014401,5.031665086479809,1.670037416494659,Iris-virginica
+25,6.192727976401591,3.054000000007194,5.044020884354083,1.6686498419043836,Iris-virginica
+26,6.179367695711205,3.054000000150937,4.901690464891898,1.6654308678983991,Iris-versicolor
+27,5.10894771617304,3.054000000029941,4.899491303326038,1.6654274751354383,Iris-versicolor
+28,6.18362545497368,3.0540000004520014,4.976053909276684,1.6705856957411653,Iris-virginica
+29,6.17937655832691,3.0540000009551767,4.907604131756607,1.6654557824144298,Iris-versicolor
+30,5.108947716173114,3.0540000000332945,4.899491325918952,1.66542747513661,Iris-versicolor
+31,6.192862851164643,3.0540000000075453,5.046346756936343,1.669069097344353,Iris-virginica
+0,6.179366666990867,3.0540000000326692,4.900176217242993,1.6654279721908223,Iris-versicolor
+1,6.1804027907293,3.05400000030534,4.949248117705932,1.6665694256781884,Iris-virginica
+2,6.193577598588268,3.0540000000074854,5.032951315229404,1.6685461423929007,Iris-virginica
+3,6.187085675044275,3.0540000000994265,5.0170164215819995,1.6692019614959155,Iris-virginica
+4,6.19535705753397,3.05400000000514,5.054126000786319,1.6690142325925208,Iris-virginica
+5,5.108947716175103,3.054000000114229,4.8994915382911435,1.6654274751505622,Iris-versicolor
+6,6.18467810007844,3.054000000010263,4.998017839162211,1.667003193393143,Iris-virginica
+7,5.108947716173048,3.054000000030898,4.899491306396173,1.66542747513563,Iris-versicolor
+8,6.179684505168235,3.054000000684207,4.929411608071085,1.6660088616812005,Iris-virginica
+9,5.108947716173042,3.054000000030753,4.899491304961923,1.6654274751354583,Iris-versicolor
+10,5.1089477161731915,3.054000000044739,4.899491341761176,1.665427475137428,Iris-versicolor
+11,6.179400273642841,3.0540000003026324,4.912467190977391,1.6654904051873174,Iris-versicolor
+12,6.179386536070897,3.054000000012856,4.909564756840418,1.66546367929658,Iris-virginica
+13,5.108947716173311,3.054000000037268,4.899491363413154,1.665427475137458,Iris-versicolor
+14,5.108947716173067,3.054000000029353,4.899491312798231,1.6654274751358575,Iris-versicolor
+15,6.1813878570124405,3.054000000475125,4.957913496397377,1.6683240846834524,Iris-virginica
+16,6.180042468213769,3.0540000000016367,4.940657823846542,1.6657635809263835,Iris-virginica
+17,5.108947716173044,3.0540000000330565,4.899491305534801,1.665427475135485,Iris-versicolor
+18,6.192850191796989,3.054000000012603,5.045988185747033,1.6695580668838488,Iris-virginica
+19,6.194105181465125,3.054000000009163,5.066415437351543,1.6687814042578977,Iris-virginica
+20,5.108947716173041,3.054000000030611,4.899491304058901,1.6654274751354707,Iris-versicolor
+21,6.193937362228064,3.054000000008181,5.033490059999222,1.6695846713618834,Iris-virginica
+22,6.179366490496474,3.0540000000450025,4.899514729289851,1.6654274791490462,Iris-versicolor
+23,5.10894771617308,3.0540000000316847,4.899491315659456,1.6654274751361995,Iris-versicolor
+24,6.189549313621184,3.0540000000578864,5.006778795147995,1.6723377519659954,Iris-virginica
+25,6.179410893376593,3.0540000000858414,4.916078486399548,1.665464469680339,Iris-versicolor
+26,5.108947716173099,3.0540000000364333,4.8994913206396635,1.665427475136394,Iris-versicolor
+27,6.189665525612304,3.054000000046192,5.0266295938509895,1.6700341815754485,Iris-virginica
+28,6.189161379785914,3.0540000000426857,5.015738522389855,1.6700658863938316,Iris-virginica
+29,6.179371046509406,3.054000000046465,4.905562489297922,1.6654309125690878,Iris-versicolor
+30,6.190588076855746,3.054000000032852,5.039946642665893,1.6694725988664305,Iris-virginica
+31,6.179598430069633,3.05400000001117,4.931851302304935,1.6655185049921768,Iris-virginica
+0,5.10894771617304,3.0540000000313867,4.899491303932945,1.665427475135393,Iris-versicolor
+1,5.10894771617317,3.0540000000327514,4.8994913393051736,1.6654274751373006,Iris-versicolor
+2,6.179366488693212,3.0540000000260856,4.899493464398904,1.6654274752336204,Iris-versicolor
+3,6.19107792912802,3.0540000000257903,5.0318258744536415,1.6700206509508089,Iris-virginica
+4,6.179366828031362,3.0540000000620413,4.90047003063732,1.6654280722849217,Iris-versicolor
+5,6.1793665039461585,3.054000000142289,4.899583545030202,1.6654274975066896,Iris-versicolor
+6,6.1793664886232715,3.054000000029555,4.8994914213996035,1.6654274751416638,Iris-versicolor
+7,6.192376245652758,3.0540000000106176,5.029439981531742,1.6700645144487707,Iris-virginica
+8,6.179366488627328,3.0540000000339256,4.899491650383886,1.6654274751449463,Iris-versicolor
+9,6.179383726242637,3.0540000071450395,4.9071063719113575,1.6656144164009952,Iris-versicolor
+10,6.1857370675466505,3.054000000010011,4.995300252256647,1.6675948236973708,Iris-virginica
+11,6.17936648892794,3.0540000000211704,4.899497944400416,1.6654274757512584,Iris-versicolor
+12,6.179366488698356,3.054000000018504,4.899493621634249,1.6654274752312892,Iris-versicolor
+13,6.1908798467655535,3.0540000000290357,5.0507125956694825,1.668742460227028,Iris-virginica
+14,6.179366674400751,3.0540000001345105,4.900062103390511,1.6654278219383312,Iris-versicolor
+15,5.1089477161738825,3.0540000000713805,4.8994914325676735,1.665427475142372,Iris-versicolor
+16,6.193017730768283,3.0540000000114134,5.053482198535155,1.6689368518731285,Iris-virginica
+17,6.182084545072149,3.0540000000249625,4.975059008674915,1.6666237263990995,Iris-virginica
+18,6.190013912692932,3.0540000000036445,5.072661654918662,1.6667751684975596,Iris-virginica
+19,5.108947716173041,3.0540000000345358,4.899491304014448,1.6654274751354867,Iris-versicolor
+20,6.179367229328133,3.054000000023685,4.901405071045665,1.6654282507484277,Iris-versicolor
+21,6.1793664898612235,3.0540000001142755,4.899508099118017,1.665427477236065,Iris-versicolor
+22,6.188737539165083,3.0540000000268956,5.04237343296446,1.6681504120994606,Iris-virginica
+23,6.17937198875299,3.0540000000202334,4.905569208599333,1.665434748386149,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..0ae701dbcb6e8752a43aae1da002bd232515a0e0
--- /dev/null
+++ b/iris/lct_gan/0/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488940874,3.054000000047692,4.899497639931613,1.6654274754912712,Iris-versicolor
+1,5.108947716173449,3.054000000045377,4.899491384335777,1.6654274751385443,Iris-versicolor
+2,5.108947716173074,3.0540000000451726,4.899491315171716,1.6654274751359175,Iris-versicolor
+3,6.179698159627511,3.0540000000210847,4.936438121320638,1.665561562296538,Iris-virginica
+4,6.195579807467001,3.0540000000049057,5.057099515220547,1.6688765858013237,Iris-virginica
+5,6.192754973942786,3.054000000006273,5.030220333494969,1.6697177439153266,Iris-virginica
+6,6.181793824938905,3.0540000000660035,4.983323993294001,1.6664773621082993,Iris-virginica
+7,6.18545853635985,3.054000000006824,5.006685781756475,1.6670422398916693,Iris-virginica
+8,5.10894771617304,3.0540000000291214,4.899491304196744,1.665427475135382,Iris-versicolor
+9,6.179366514363128,3.054000000020937,4.89965714214641,1.66542755814853,Iris-versicolor
+10,6.1793753677386665,3.0540000002396575,4.907073589130776,1.6654458796689584,Iris-versicolor
+11,6.1935991902071805,3.0540000000060528,5.032537751451349,1.668333493559353,Iris-virginica
+12,5.108947716173318,3.054000000036105,4.899491360079633,1.6654274751384779,Iris-versicolor
+13,6.179862682778802,3.0540000009727515,4.92914705707416,1.6671633112904385,Iris-virginica
+14,6.179460141800696,3.054000000155356,4.919412929562994,1.6655489241345993,Iris-virginica
+15,6.179366488632546,3.0540000000241045,4.899491888936253,1.6654274751620275,Iris-versicolor
+16,6.187094314480555,3.0540000000551872,5.016117079514305,1.6687584525224135,Iris-virginica
+17,6.1793874887449265,3.0540000000261025,4.912010370719403,1.665441420844324,Iris-versicolor
+18,6.193210990049716,3.0540000000051304,5.024744162252431,1.6699942426397107,Iris-virginica
+19,6.181610298792563,3.0540000001212033,4.9649066601500245,1.6670405191487447,Iris-virginica
+20,6.181828167604447,3.0540000002228025,4.973551621420243,1.6671122479357268,Iris-virginica
+21,6.179366489293088,3.0540000000235996,4.89950365130632,1.6654274757552687,Iris-versicolor
+22,6.179366488624546,3.0540000000501655,4.899491519448055,1.6654274751478042,Iris-versicolor
+23,5.1089477161730406,3.0540000000317047,4.899491303604288,1.6654274751354623,Iris-versicolor
+24,5.108947716173051,3.0540000000336187,4.899491308028169,1.6654274751356948,Iris-versicolor
+25,5.108947716173044,3.054000000032134,4.899491305098101,1.6654274751355278,Iris-versicolor
+26,6.1794018497483405,3.054000000006934,4.913549976383366,1.66545120929184,Iris-virginica
+27,6.179502148865671,3.054000000009587,4.920828328987272,1.6655547087269393,Iris-virginica
+28,5.108947716173042,3.054000000029966,4.899491304395259,1.6654274751355083,Iris-versicolor
+29,5.108947716173072,3.054000000031928,4.899491315730343,1.6654274751356346,Iris-versicolor
+30,6.179366488644542,3.0540000000962713,4.899492211912698,1.66542747520249,Iris-versicolor
+31,6.190022257919874,3.054000000054084,5.00696596005375,1.6726373213087373,Iris-virginica
+0,6.179366488995561,3.0540000001343124,4.899498055605518,1.6654274759881667,Iris-versicolor
+1,5.10894771617308,3.0540000000461647,4.899491317022743,1.6654274751359925,Iris-versicolor
+2,6.191912305414716,3.0540000000191507,5.047793623577653,1.669146077573243,Iris-virginica
+3,6.1795288167067834,3.0540000003277155,4.924463399136328,1.6656434201897947,Iris-virginica
+4,5.108947716173044,3.054000000032171,4.899491305197977,1.665427475135568,Iris-versicolor
+5,6.192024793775335,3.0540000000127394,5.055862951144575,1.668402071032576,Iris-virginica
+6,5.108947716173047,3.0540000000295673,4.899491306762991,1.665427475135564,Iris-versicolor
+7,6.191189748197255,3.0540000000191165,5.031482486571756,1.6696420850603955,Iris-virginica
+8,6.18705260507813,3.054000000089972,5.00221331593319,1.670068220821159,Iris-virginica
+9,6.181040086237628,3.0540000004986854,4.953956618924062,1.6678926903437306,Iris-virginica
+10,6.184853073412933,3.054000000026245,4.981436842004528,1.6683952086563665,Iris-virginica
+11,6.192959000449354,3.054000000011517,5.042443396244299,1.6692564106674812,Iris-virginica
+12,6.179366489981018,3.054000000032072,4.899511604930236,1.6654274767696757,Iris-versicolor
+13,5.1089477161730406,3.0540000000321195,4.899491303829742,1.6654274751354632,Iris-versicolor
+14,6.189134407343147,3.05400000006467,5.019838478147288,1.6701553992837572,Iris-virginica
+15,6.182326974611988,3.054000000336363,4.974381781885787,1.6681806309838871,Iris-virginica
+16,6.180886053008716,3.054000000058848,4.952603522338275,1.6667072628247237,Iris-virginica
+17,6.181949885388673,3.0540000007890287,4.958956942310318,1.670209154326163,Iris-virginica
+18,6.189881364414618,3.0540000000244096,5.05407634861954,1.668129928763941,Iris-virginica
+19,6.188196161216755,3.0540000000419605,5.044642474452048,1.6680604240858738,Iris-virginica
+20,6.187017550941903,3.0540000000254506,5.030300514865553,1.6675159409346791,Iris-virginica
+21,5.108947716173153,3.054000000036573,4.899491333204063,1.665427475136966,Iris-versicolor
+22,5.108947716173074,3.0540000000379735,4.899491316575935,1.6654274751358065,Iris-versicolor
+23,6.185738344080529,3.054000000246142,4.994056596800684,1.6712060559371271,Iris-virginica
+24,6.189855790511972,3.054000000034251,5.037286149498705,1.6691869965280002,Iris-virginica
+25,6.180916947080685,3.0540000000284966,4.961470079853076,1.6662575667419663,Iris-virginica
+26,6.179373435946845,3.0540000000166114,4.906557480183464,1.6654439341631015,Iris-versicolor
+27,5.108947716173046,3.054000000029792,4.899491305988091,1.6654274751355802,Iris-versicolor
+28,6.1938128252281786,3.054000000006368,5.059756981731726,1.6683957822713273,Iris-virginica
+29,6.1793667353921915,3.0540000000602316,4.900316347332,1.6654280030359647,Iris-versicolor
+30,5.108947716173102,3.05400000002806,4.899491321741423,1.6654274751365035,Iris-versicolor
+31,6.179366488627791,3.054000000076521,4.899491646244797,1.665427475159755,Iris-versicolor
+0,6.179372116650186,3.0540000005664516,4.905252787425187,1.6654415642416918,Iris-versicolor
+1,6.1923086095753535,3.0540000000170187,5.060038035508014,1.6687343918931654,Iris-virginica
+2,5.108947716173061,3.0540000000335024,4.8994913104492275,1.665427475135889,Iris-versicolor
+3,6.190045213219982,3.0540000000384078,5.0254152544350585,1.669929529165739,Iris-virginica
+4,6.179366490098568,3.0540000001654515,4.899509696790877,1.6654274774424802,Iris-versicolor
+5,6.182690214383909,3.0540000000264835,4.994981096383108,1.666521382417461,Iris-virginica
+6,5.1089477161731915,3.0540000000311265,4.899491342590955,1.6654274751372637,Iris-versicolor
+7,5.108947716173153,3.0540000000719516,4.899491334288205,1.6654274751374163,Iris-versicolor
+8,6.179384341698767,3.054000000014975,4.909417241753739,1.6654473278896555,Iris-versicolor
+9,6.186238265702237,3.0540000001035055,5.0204700361991375,1.6685481069170858,Iris-virginica
+10,5.108947716173058,3.0540000000305336,4.8994913101557245,1.6654274751358114,Iris-versicolor
+11,6.195741796897239,3.0540000000043017,5.051549441042619,1.6687598475099523,Iris-virginica
+12,6.179366488664778,3.054000000037229,4.899492863739905,1.6654274752305152,Iris-versicolor
+13,5.108947716173331,3.0540000000801246,4.899491365236272,1.6654274751383493,Iris-versicolor
+14,6.191193168555098,3.0540000000096925,5.035851389481435,1.6683194843444846,Iris-virginica
+15,6.182373623175672,3.054000000008963,4.975316912284777,1.6664769644726172,Iris-virginica
+16,6.179504309824976,3.0540000001766123,4.918034594167997,1.6658305347715503,Iris-virginica
+17,6.188860623244922,3.054000000006914,5.042800216475586,1.6672845198225392,Iris-virginica
+18,6.179370900799775,3.0540000000175143,4.904836774650932,1.6654415584523967,Iris-versicolor
+19,6.191012318354229,3.0540000000268743,5.012059584488916,1.6714114015286474,Iris-virginica
+20,6.179366488665316,3.054000000072225,4.899492800416379,1.6654274751926357,Iris-versicolor
+21,6.179369107411677,3.054000000017237,4.9039902825934405,1.6654303984666554,Iris-versicolor
+22,6.187307663658357,3.0540000001047836,5.004204061403376,1.670189733799451,Iris-virginica
+23,5.108947716173045,3.0540000000309844,4.899491305521611,1.6654274751355316,Iris-versicolor
+24,6.192209850054244,3.0540000000123535,5.047869540114768,1.6688153533728536,Iris-virginica
+25,6.186535357872903,3.0540000001015732,4.992229497117958,1.6707482169893062,Iris-virginica
+26,5.108947716173148,3.0540000000512646,4.899491332213207,1.6654274751370164,Iris-versicolor
+27,6.1793664886406,3.0540000000286414,4.8994922076666185,1.665427475164167,Iris-versicolor
+28,6.179367050247081,3.0540000000262917,4.900923025071569,1.665428650041672,Iris-versicolor
+29,6.17978223134005,3.0540000004953898,4.931023361804026,1.6663049452374,Iris-virginica
+30,6.17941065168713,3.0540000000084104,4.914408467975055,1.6654559440399526,Iris-virginica
+31,5.108947716173043,3.054000000032498,4.899491305146027,1.6654274751354943,Iris-versicolor
+0,6.179366504609848,3.054000000029078,4.899607225870282,1.6654274854149154,Iris-versicolor
+1,6.179425323888162,3.0540000009785464,4.913796389331205,1.6656366457395009,Iris-versicolor
+2,6.179470533017847,3.054000000033212,4.919813120399153,1.6655426062134007,Iris-virginica
+3,5.108947716173046,3.054000000035708,4.899491305600279,1.665427475135568,Iris-versicolor
+4,6.194554830937767,3.054000000005026,5.045898224025209,1.669302743177155,Iris-virginica
+5,6.188052582179822,3.054000000011623,5.017689827530585,1.6678736527707678,Iris-virginica
+6,6.17943346137769,3.0540000033062458,4.914749953253446,1.665736536219768,Iris-versicolor
+7,6.180445828953993,3.0540000001277248,4.946398080206103,1.6665849277601483,Iris-virginica
+8,6.190986310109362,3.054000000029267,5.029067902951974,1.6699877923772006,Iris-virginica
+9,6.189757653571285,3.054000000066757,4.997906309389603,1.6748709465632308,Iris-virginica
+10,6.190825112673928,3.0540000000232417,5.0328102380401685,1.6694936849768611,Iris-virginica
+11,6.1919917921326855,3.054000000012463,5.035682984840205,1.6691617909119036,Iris-virginica
+12,6.191792387919736,3.0540000000173904,5.032352037339383,1.6697035191615268,Iris-virginica
+13,6.189472953748898,3.0540000000582297,5.015051108777089,1.670921310860444,Iris-virginica
+14,6.179412926087729,3.054000000121709,4.913904198318015,1.6655042031391125,Iris-virginica
+15,6.179366488627317,3.0540000000331284,4.899491646872801,1.6654274751451763,Iris-versicolor
+16,6.179366488631535,3.054000000034779,4.899491815085364,1.665427475154264,Iris-versicolor
+17,6.190276012079081,3.054000000039966,5.006045106216066,1.6728322296773086,Iris-virginica
+18,6.194501114726788,3.0540000000049266,5.029974686591265,1.6696338134225457,Iris-virginica
+19,6.188807358805628,3.054000000004901,5.014871447977145,1.6676051016621314,Iris-virginica
+20,6.180762463823035,3.0540000000458276,4.958183625446288,1.666173217559204,Iris-virginica
+21,5.108947716173284,3.054000000035577,4.899491356179874,1.6654274751380969,Iris-versicolor
+22,6.179430926899544,3.0540000001238297,4.918865677013214,1.6654820749364385,Iris-virginica
+23,6.179366488714945,3.0540000000461087,4.8994939295704105,1.6654274753059024,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..b0ced59534fa40ba5330505c7fff9186340bf197
--- /dev/null
+++ b/iris/lct_gan/0/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648943395,3.0540000002946286,4.899501601078719,1.6654274765987638,Iris-versicolor
+1,5.108947716173039,3.054000000030519,4.899491303619201,1.6654274751354285,Iris-versicolor
+2,6.179367964019833,3.054000000019098,4.90240786952338,1.6654329436761413,Iris-versicolor
+3,6.179366490192702,3.0540000004620467,4.899510044567219,1.6654274810907141,Iris-versicolor
+4,5.108947716173602,3.054000000025763,4.8994914050598375,1.6654274751377942,Iris-versicolor
+5,6.179393738631769,3.0540000002322554,4.910710582206945,1.665495231362961,Iris-versicolor
+6,6.179366539890486,3.054000000174991,4.899710996319314,1.6654275757445638,Iris-versicolor
+7,6.179366511930067,3.054000000317222,4.899608977158074,1.6654275047598306,Iris-versicolor
+8,5.108947716173035,3.054000000027359,4.899491302075355,1.665427475135327,Iris-versicolor
+9,5.1089477161730565,3.054000000032291,4.899491309433946,1.6654274751358074,Iris-versicolor
+10,6.1793788838489405,3.0540000003067393,4.907043983869998,1.6654857411055655,Iris-versicolor
+11,6.191836803769194,3.0540000000176,5.021637412419538,1.6695808287737843,Iris-virginica
+12,6.193601048885128,3.054000000006322,5.053623588395467,1.6685318281200936,Iris-virginica
+13,6.192454594575375,3.0540000000141503,5.058124551060567,1.668637728290182,Iris-virginica
+14,6.179376192125719,3.054000001483611,4.905774508036624,1.6654995545358393,Iris-versicolor
+15,6.180990879028759,3.054000000740907,4.954696504996707,1.6680224961671086,Iris-virginica
+16,6.190833878996699,3.05400000001066,5.025856908582531,1.6685648249485698,Iris-virginica
+17,6.185502372156775,3.0540000001325627,5.0245685161490945,1.6679035039951253,Iris-virginica
+18,6.180893157432178,3.0540000001808876,4.956750441291239,1.6667784674463104,Iris-virginica
+19,5.108947716173461,3.0540000000801797,4.899491379811652,1.6654274751402596,Iris-versicolor
+20,6.1793664888869575,3.054000000402843,4.899496259290342,1.66542747573647,Iris-versicolor
+21,5.108947716173077,3.0540000000341547,4.899491315644735,1.6654274751362235,Iris-versicolor
+22,6.17936648865032,3.0540000001562024,4.899492399577556,1.6654274752010538,Iris-versicolor
+23,6.179366488651289,3.054000000020383,4.8994925222264305,1.665427475185571,Iris-versicolor
+24,6.180348958438097,3.0540000007833874,4.939816857468631,1.6678750485739697,Iris-virginica
+25,5.1089477161730565,3.0540000000283456,4.899491310904157,1.6654274751355023,Iris-versicolor
+26,6.191560425469678,3.0540000000217318,5.014759624293726,1.6705647438072881,Iris-virginica
+27,5.108947716173106,3.054000000045758,4.899491323198392,1.665427475136523,Iris-versicolor
+28,6.185605648697547,3.054000000425889,4.991310356717767,1.6729639437441293,Iris-virginica
+29,5.108947716173126,3.0540000000448506,4.8994913270235925,1.6654274751365699,Iris-versicolor
+30,6.18030102018129,3.054000000220057,4.944512601706883,1.6665115448087289,Iris-virginica
+31,6.180265860422517,3.054000001327255,4.9430920650968355,1.667287141771052,Iris-virginica
+0,6.179366491659183,3.0540000000434895,4.899526213820589,1.6654274775688707,Iris-versicolor
+1,6.182201480385989,3.054000000359541,4.967190347150785,1.668674583000437,Iris-virginica
+2,6.179366843062933,3.0540000000585352,4.90058434582066,1.66542840051642,Iris-versicolor
+3,5.108947716173455,3.054000000030866,4.899491389413998,1.665427475138389,Iris-versicolor
+4,5.1089477161730485,3.054000000038064,4.899491307260221,1.6654274751355633,Iris-versicolor
+5,5.108947716173042,3.054000000030624,4.899491304594847,1.6654274751354816,Iris-versicolor
+6,6.192415835632468,3.0540000000138394,5.040323436325479,1.669425590580013,Iris-virginica
+7,5.108947716173123,3.054000000046554,4.899491326504027,1.6654274751367597,Iris-versicolor
+8,6.180098941852961,3.0540000000495606,4.942482040701951,1.6659744084865493,Iris-virginica
+9,6.191718707304521,3.054000000019143,5.019113944224447,1.6696507588200735,Iris-virginica
+10,6.1904703666279755,3.0540000000275898,5.042874094397289,1.6688307471755586,Iris-virginica
+11,6.193107716994837,3.0540000000130614,5.064555157014292,1.6687412375482846,Iris-virginica
+12,6.187647195177363,3.0540000000398524,5.026149718791254,1.6685037721698617,Iris-virginica
+13,6.181142009206294,3.0540000000200505,4.970141611911286,1.6661242270079322,Iris-virginica
+14,6.1937354161022125,3.054000000008399,5.04226089639099,1.6690997544436927,Iris-virginica
+15,6.179403074094594,3.0540000000966643,4.9117282296294515,1.6655047536606165,Iris-virginica
+16,6.17937436700902,3.0540000002893932,4.906584437120233,1.6654481122292246,Iris-versicolor
+17,6.192705820068073,3.054000000014282,5.05991255435202,1.6687577581893378,Iris-virginica
+18,6.1916635535114235,3.054000000015434,5.043974659062291,1.6689775881193878,Iris-virginica
+19,6.192408186189693,3.0540000000160274,5.012648356630803,1.6717375557735132,Iris-virginica
+20,6.179368822034856,3.0540000000148595,4.90373607162898,1.6654292838321858,Iris-versicolor
+21,5.108947716173135,3.054000000028943,4.899491332213944,1.6654274751363474,Iris-versicolor
+22,5.108947716173126,3.0540000000398324,4.89949132850231,1.6654274751367142,Iris-versicolor
+23,5.108947716173199,3.054000000028193,4.899491344634855,1.665427475137436,Iris-versicolor
+24,6.180091532326747,3.0540000000961713,4.950446767287297,1.6658117734789182,Iris-virginica
+25,6.179366488634684,3.054000000027316,4.899491940117487,1.6654274751720703,Iris-versicolor
+26,5.108947716173183,3.054000000033361,4.899491340486803,1.6654274751370564,Iris-versicolor
+27,6.186624879778558,3.054000000052522,5.00939209999648,1.6686452487024663,Iris-virginica
+28,6.179610482717674,3.0540000000965444,4.925381459257953,1.6657745122116676,Iris-virginica
+29,6.1904305905016,3.05400000004484,5.004809305057517,1.6729762047894068,Iris-virginica
+30,6.1793664888173305,3.0540000001970884,4.899495989097036,1.6654274758838135,Iris-versicolor
+31,6.179366488658995,3.054000000101361,4.899492627744236,1.6654274751990543,Iris-versicolor
+0,6.1834638869878615,3.0540000000092364,4.9863139041994256,1.666701751084381,Iris-virginica
+1,6.1948474172436265,3.0540000000037897,5.045404666479214,1.6691527737581289,Iris-virginica
+2,6.179549994092719,3.0540000000423375,4.9252099013289286,1.665591562838192,Iris-virginica
+3,6.190731781384813,3.0540000000312064,5.015142596333762,1.6714131140129849,Iris-virginica
+4,6.18759390633682,3.054000000002682,5.011444798113553,1.6670395718582005,Iris-virginica
+5,6.1801698601597135,3.0540000000367686,4.9419090459425306,1.6660703469142024,Iris-virginica
+6,6.179366488693499,3.054000000071736,4.899493474160906,1.6654274753001634,Iris-versicolor
+7,5.108947716173038,3.0540000000273095,4.899491303656104,1.665427475135386,Iris-versicolor
+8,6.185777358190777,3.054000000082246,4.984409055727083,1.6702847911581946,Iris-virginica
+9,6.179958609750713,3.054000000862542,4.938075779852179,1.6664675721138913,Iris-virginica
+10,5.10894771617355,3.054000000022239,4.89949139388077,1.6654274751401255,Iris-versicolor
+11,6.1867564805912565,3.0540000000278753,5.030271986756631,1.6674815929605469,Iris-virginica
+12,6.193516034935814,3.054000000012066,5.075286766226955,1.6684119540125588,Iris-virginica
+13,6.179381410933182,3.054000000031508,4.908783290204807,1.6654485667908516,Iris-versicolor
+14,6.179377590823114,3.0540000000610483,4.908080103899642,1.6654424703571884,Iris-versicolor
+15,5.108947716173057,3.0540000000289287,4.899491310719371,1.665427475135728,Iris-versicolor
+16,6.179532291651526,3.0540000003929366,4.923887093190218,1.6656753041991292,Iris-virginica
+17,6.1793664886253215,3.0540000000390153,4.899491563067592,1.6654274751463904,Iris-versicolor
+18,6.183350712603573,3.0540000000101166,4.985018545454428,1.666735348444695,Iris-virginica
+19,5.108947716173039,3.0540000000329117,4.899491303097983,1.6654274751354115,Iris-versicolor
+20,6.1794742251228065,3.0540000000565373,4.917382823494476,1.6656564945274892,Iris-virginica
+21,6.189761278202435,3.0540000000180494,5.03602802362537,1.6685902677186655,Iris-virginica
+22,6.1793669774324345,3.054000000017361,4.900831828982965,1.6654285844091823,Iris-versicolor
+23,6.190216402618032,3.054000000029461,5.03450340194102,1.669166109031495,Iris-virginica
+24,6.183048761795768,3.054000000021559,4.996516148774534,1.6664913291126107,Iris-virginica
+25,6.193754377963731,3.0540000000088794,5.0576053294727,1.6690583795333533,Iris-virginica
+26,6.1793855592584235,3.0540000000208476,4.911963173020567,1.6654384583883965,Iris-versicolor
+27,6.179366849732597,3.0540000000226706,4.900673551269321,1.6654289979698071,Iris-versicolor
+28,6.19324790286389,3.054000000003346,5.035910096602558,1.667682355342021,Iris-virginica
+29,5.1089477161730645,3.0540000000352787,4.899491312107779,1.665427475135919,Iris-versicolor
+30,6.194675044036441,3.0540000000033345,5.031965976109122,1.6691870434286191,Iris-virginica
+31,6.179366492768291,3.054000000029943,4.899531556700567,1.6654274792336874,Iris-versicolor
+0,6.179366491619891,3.0540000001655954,4.899520444425508,1.6654274793543309,Iris-versicolor
+1,6.188140092028255,3.0540000000275995,5.030644840760665,1.6682281302993933,Iris-virginica
+2,5.10894771617307,3.054000000036913,4.8994913133558855,1.6654274751360276,Iris-versicolor
+3,5.108947716173046,3.0540000000325422,4.899491306199694,1.6654274751355385,Iris-versicolor
+4,6.189507439684627,3.0540000000441188,5.033873694901938,1.6694646220907328,Iris-virginica
+5,6.186825495687784,3.054000000010408,4.995338473168909,1.6681720850793746,Iris-virginica
+6,6.179366488658921,3.05400000008133,4.899492663416868,1.665427475234818,Iris-versicolor
+7,6.186256954966951,3.054000000083335,5.002498878426384,1.669548277297272,Iris-virginica
+8,6.179366783843332,3.054000000213857,4.900292775206187,1.6654278162144276,Iris-versicolor
+9,6.191078729488966,3.0540000000184757,5.041865630124268,1.6689689637073173,Iris-virginica
+10,6.179366488717255,3.0540000002037715,4.8994937679825945,1.665427475339417,Iris-versicolor
+11,6.179366488626407,3.0540000000334713,4.899491597114751,1.665427475149317,Iris-versicolor
+12,6.182603419143463,3.0540000000328003,4.978572362227725,1.6668788954357086,Iris-virginica
+13,6.193435215212505,3.054000000005275,5.041382928518011,1.6691636571487047,Iris-virginica
+14,6.179366488624219,3.0540000000281897,4.899491494916929,1.6654274751423621,Iris-versicolor
+15,6.192550014611351,3.054000000004867,5.054013001459657,1.6678747616645313,Iris-virginica
+16,6.179392174217626,3.0540000004749457,4.910784102120267,1.6654928160957898,Iris-versicolor
+17,6.1906170815739126,3.054000000038944,5.004285493458262,1.673093213269126,Iris-virginica
+18,6.190705326248511,3.0540000000155705,5.024317253672875,1.668740116419577,Iris-virginica
+19,6.179366855819633,3.05400000097584,4.9002654128718275,1.6654286229682738,Iris-versicolor
+20,5.1089477161730406,3.0540000000318908,4.899491303856436,1.6654274751354583,Iris-versicolor
+21,6.193122074689376,3.0540000000145326,5.023788001596908,1.6698460848080687,Iris-virginica
+22,6.180299758549602,3.0540000001298,4.948892842069758,1.6661863782297226,Iris-virginica
+23,6.193315030000972,3.0540000000102756,5.056311996836271,1.6687210692625747,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..d5de68a5409e2079b44ea0d42ede6de4177c32d4
--- /dev/null
+++ b/iris/lct_gan/0/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.188135046547271,3.054000000147958,4.992671251320176,1.6758906353496816,Iris-virginica
+1,6.191136381969896,3.0540000000166434,5.050636804200797,1.6684107890419684,Iris-virginica
+2,5.108947716173266,3.054000000043058,4.899491356111226,1.665427475137822,Iris-versicolor
+3,5.108947716173065,3.0540000000354657,4.899491312134006,1.665427475135849,Iris-versicolor
+4,6.183155816695555,3.054000000409165,4.971043223970988,1.6705150581072779,Iris-virginica
+5,6.185850199403048,3.0540000001856997,5.012820075585432,1.669038444323328,Iris-virginica
+6,6.182194867473386,3.0540000004253143,4.969954178108406,1.6684410499330362,Iris-virginica
+7,6.179366494884316,3.0540000001204777,4.899541948928338,1.6654274856751516,Iris-versicolor
+8,5.108947716173081,3.054000000038014,4.899491317088909,1.665427475136251,Iris-versicolor
+9,5.10894771617351,3.0540000000411958,4.8994913944468115,1.665427475140061,Iris-versicolor
+10,6.179366488652651,3.054000000039627,4.8994925446345885,1.6654274752084814,Iris-versicolor
+11,6.193867647164297,3.0540000000083527,5.057097801783054,1.6688306325749158,Iris-virginica
+12,5.108947716173057,3.0540000000381493,4.899491310710265,1.6654274751356481,Iris-versicolor
+13,6.187425124296215,3.0540000001241117,5.001805367727648,1.6717319195426148,Iris-virginica
+14,6.180103376431263,3.0540000003191445,4.940741435218824,1.6665059074562938,Iris-virginica
+15,6.182595138056946,3.054000000087291,4.9713693899300395,1.6676772560212512,Iris-virginica
+16,6.180233862019763,3.054000000021636,4.939978389599622,1.6661615893154291,Iris-virginica
+17,6.186210669981868,3.0540000001263365,4.997367864784018,1.6705534224057148,Iris-virginica
+18,6.180717089091663,3.054000000065336,4.962574240235446,1.6660843685679305,Iris-virginica
+19,6.193095330921166,3.0540000000063343,5.041849121091484,1.669231598608752,Iris-virginica
+20,6.182821902343923,3.054000000029356,4.969705204384459,1.6675923909826595,Iris-virginica
+21,5.10894771617304,3.054000000034565,4.8994913034774,1.6654274751354456,Iris-versicolor
+22,6.183086438369016,3.0540000000868366,5.004909072144266,1.6667519937802195,Iris-virginica
+23,6.19320945207389,3.0540000000054244,5.042543138317363,1.6685112628104488,Iris-virginica
+24,6.191072584557449,3.0540000000229663,5.039604605523055,1.6693168700514023,Iris-virginica
+25,6.179386039805062,3.0540000000756398,4.911676514615253,1.6654432548019016,Iris-versicolor
+26,6.191725039079883,3.054000000018124,5.017706461631798,1.6711244398879315,Iris-virginica
+27,6.190804317930069,3.0540000000207015,5.014358404769728,1.6698407772893342,Iris-virginica
+28,5.1089477161730565,3.054000000031966,4.899491309788277,1.6654274751357439,Iris-versicolor
+29,5.108947716173039,3.054000000031525,4.899491303254327,1.665427475135411,Iris-versicolor
+30,5.108947716173036,3.054000000030141,4.89949130173317,1.665427475135354,Iris-versicolor
+31,5.108947716173064,3.0540000000299687,4.899491312760497,1.6654274751355829,Iris-versicolor
+0,5.108947716173043,3.0540000000363334,4.899491305415366,1.6654274751354357,Iris-versicolor
+1,6.193961346563674,3.0540000000094487,5.095169244763312,1.6677325261575633,Iris-virginica
+2,6.17936649002157,3.054000000111009,4.899507775740094,1.6654274771216553,Iris-versicolor
+3,5.1089477161730485,3.054000000028487,4.899491308043766,1.6654274751355367,Iris-versicolor
+4,6.1958854728419865,3.0540000000029908,5.055187856772182,1.668718875537104,Iris-virginica
+5,6.194926850976029,3.0540000000055807,5.049447616046174,1.6690470047058577,Iris-virginica
+6,6.193372385483849,3.0540000000079353,5.045995539770728,1.6693076265511622,Iris-virginica
+7,6.193995459508892,3.05400000000863,5.067236499088791,1.6685974520778195,Iris-virginica
+8,6.179380975056351,3.0540000000304204,4.908348281099364,1.66546291968498,Iris-versicolor
+9,6.179374511706925,3.054000000042727,4.906227057207722,1.6654432433985513,Iris-versicolor
+10,6.193968972302378,3.054000000008523,5.070202496910366,1.668372342973322,Iris-virginica
+11,6.180818001935794,3.0540000000056176,4.965914717950648,1.6658200832999892,Iris-virginica
+12,6.179874992860015,3.054000000004519,4.945544516310562,1.665558023950715,Iris-virginica
+13,5.1089477161730406,3.0540000000291134,4.899491304340812,1.6654274751354419,Iris-versicolor
+14,6.179369059504142,3.054000000021733,4.9038373113964955,1.6654295286109209,Iris-versicolor
+15,5.108947716173492,3.0540000000380143,4.899491389845241,1.6654274751391618,Iris-versicolor
+16,6.179366488659311,3.0540000000567047,4.89949269360936,1.6654274752022042,Iris-versicolor
+17,6.179366489194543,3.0540000000279073,4.899501023535701,1.66542747590294,Iris-versicolor
+18,6.179366488630232,3.0540000000197303,4.899491784206043,1.6654274751616651,Iris-versicolor
+19,6.186740584223712,3.054000000187798,5.011662979989991,1.670185958095713,Iris-virginica
+20,6.190469581604956,3.0540000000210914,5.042118080750574,1.6688665470297197,Iris-virginica
+21,6.193619103020207,3.0540000000080254,5.0595712175923895,1.66871019586387,Iris-virginica
+22,6.179366488978565,3.0540000000185406,4.899498237574587,1.6654274757165033,Iris-versicolor
+23,5.108947716173039,3.0540000000284766,4.899491303779495,1.6654274751353988,Iris-versicolor
+24,6.189901824512786,3.054000000049003,5.027381180075277,1.6700307953507634,Iris-virginica
+25,6.19049347949043,3.05400000001841,5.024092555731224,1.6690203394609342,Iris-virginica
+26,5.1089477161734225,3.054000000030433,4.899491379382889,1.665427475139507,Iris-versicolor
+27,5.108947716173052,3.0540000000330454,4.899491308104918,1.6654274751357299,Iris-versicolor
+28,5.108947716173144,3.054000000055707,4.899491331764246,1.6654274751366245,Iris-versicolor
+29,6.179366591223106,3.054000000075536,4.8999143656234,1.6654279502895954,Iris-versicolor
+30,6.179366488632452,3.054000000040997,4.899491877578024,1.6654274751528975,Iris-versicolor
+31,6.193036222731475,3.054000000010751,5.043562558584868,1.6693514023653584,Iris-virginica
+0,5.108947716173042,3.0540000000309564,4.89949130544728,1.6654274751354101,Iris-versicolor
+1,6.1906384263916285,3.054000000031627,5.0081436294059545,1.6722635372422954,Iris-virginica
+2,5.108947716173084,3.0540000000328944,4.899491319547791,1.6654274751358467,Iris-versicolor
+3,6.183553351376289,3.054000000040646,4.988266666387368,1.6673939640480913,Iris-virginica
+4,6.179366563005344,3.0540000003977203,4.8997888016828535,1.6654280298311692,Iris-versicolor
+5,5.108947716173049,3.0540000000349914,4.899491307245137,1.66542747513562,Iris-versicolor
+6,6.17998898834631,3.054000000013777,4.948391320791472,1.665643968391757,Iris-virginica
+7,6.179372436474027,3.054000001129072,4.905102735794408,1.6654485739326814,Iris-versicolor
+8,5.10894771617327,3.0540000000414897,4.899491355510029,1.665427475136783,Iris-versicolor
+9,6.179366488623724,3.0540000000299172,4.899491457321186,1.6654274751415323,Iris-versicolor
+10,6.179366488645344,3.0540000000286556,4.899492319023819,1.6654274751974651,Iris-versicolor
+11,5.108947716173424,3.0540000000369822,4.8994913816386925,1.665427475139641,Iris-versicolor
+12,6.179534254285327,3.0540000001680205,4.921753599303898,1.6657314271365322,Iris-virginica
+13,6.190702357662352,3.054000000027718,5.024224277801884,1.6698842141955796,Iris-virginica
+14,6.19279294507396,3.054000000018679,5.021660199887515,1.6704124252790016,Iris-virginica
+15,6.182655352668955,3.0540000000210235,5.001368891413184,1.6662304887206176,Iris-virginica
+16,6.179366488881285,3.054000000129526,4.899496660829926,1.6654274754762222,Iris-versicolor
+17,6.190331575115972,3.0540000000342458,5.020016050304449,1.6707914140906481,Iris-virginica
+18,6.179366491451567,3.0540000000493768,4.89952502680027,1.6654274775360671,Iris-versicolor
+19,5.108947716173148,3.0540000000271093,4.899491332718451,1.665427475136933,Iris-versicolor
+20,6.17936648862635,3.05400000007026,4.89949158666995,1.6654274751494567,Iris-versicolor
+21,6.179366488965135,3.0540000006453907,4.899497089751894,1.6654274761100945,Iris-versicolor
+22,6.179366488631602,3.054000000028131,4.899491833456317,1.6654274751558666,Iris-versicolor
+23,6.188710561144887,3.054000000038206,5.024602959994764,1.6688398471191215,Iris-virginica
+24,5.10894771617309,3.0540000000287324,4.899491319130912,1.6654274751362517,Iris-versicolor
+25,6.18831826436641,3.0540000000564342,5.0069460241459804,1.6697660731678714,Iris-virginica
+26,5.108947716173037,3.054000000031009,4.899491302781519,1.6654274751353513,Iris-versicolor
+27,6.189717326673875,3.054000000045057,5.038416267833757,1.669225013761857,Iris-virginica
+28,5.108947716173105,3.0540000000272602,4.899491322568933,1.665427475136547,Iris-versicolor
+29,5.108947716173039,3.054000000029553,4.899491303195611,1.6654274751354194,Iris-versicolor
+30,5.10894771617307,3.054000000031886,4.899491313782559,1.66542747513598,Iris-versicolor
+31,5.108947716173204,3.0540000000322527,4.8994913452353845,1.6654274751367095,Iris-versicolor
+0,6.179366488668977,3.054000000067489,4.899492882232136,1.665427475203428,Iris-versicolor
+1,6.1795752279029665,3.0540000000572163,4.930864343548481,1.6655455138988364,Iris-virginica
+2,6.193708813164063,3.054000000009426,5.042567501647561,1.6688534095546157,Iris-virginica
+3,6.180007623536116,3.0540000001258747,4.938679072438809,1.666132673758419,Iris-virginica
+4,6.1880540190647615,3.054000000131807,4.995420599353582,1.6733523575410194,Iris-virginica
+5,6.17936648918761,3.0540000002138106,4.899499700681328,1.6654274764823098,Iris-versicolor
+6,6.191907825345515,3.0540000000155483,5.030386674507101,1.670103525567917,Iris-virginica
+7,5.1089477161730406,3.0540000000290606,4.899491303972485,1.6654274751354359,Iris-versicolor
+8,5.108947716173043,3.0540000000327363,4.899491304652499,1.6654274751355365,Iris-versicolor
+9,6.179366988997964,3.054000000722299,4.900553873679327,1.6654310219993516,Iris-versicolor
+10,5.108947716173046,3.054000000029025,4.8994913067982155,1.6654274751354823,Iris-versicolor
+11,5.108947716173086,3.054000000037131,4.899491319625514,1.6654274751358005,Iris-versicolor
+12,6.185594364863123,3.0540000002180068,4.994048411071929,1.6701301545158396,Iris-virginica
+13,6.179366488633583,3.054000000100208,4.899491895990007,1.6654274751749105,Iris-versicolor
+14,5.108947716173037,3.0540000000300846,4.899491302140772,1.665427475135375,Iris-versicolor
+15,5.1089477161733425,3.0540000000306877,4.89949136534434,1.6654274751383549,Iris-versicolor
+16,5.108947716173271,3.054000000039716,4.8994913562915805,1.6654274751386127,Iris-versicolor
+17,6.1793664908422965,3.0540000003404306,4.899514363470799,1.66542747874546,Iris-versicolor
+18,6.179366488643493,3.0540000001294776,4.8994923499671685,1.6654274752120546,Iris-versicolor
+19,6.183004541504887,3.05400000004709,4.981720784861552,1.667247548472484,Iris-virginica
+20,6.192502135178982,3.0540000000133882,5.054903913915158,1.6686596759445902,Iris-virginica
+21,6.186622911643583,3.054000000105692,4.9977291812253695,1.6699914155519693,Iris-virginica
+22,6.191823385871306,3.0540000000119423,5.034863036211985,1.6688370891588138,Iris-virginica
+23,6.19255965101292,3.0540000000103023,5.0282595606740745,1.670164851593709,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..c318b47f38ad20231d39723012ca7d38298e6a40
--- /dev/null
+++ b/iris/lct_gan/0/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488770547,3.0540000002475804,4.8994947617859665,1.6654274755437988,Iris-versicolor
+1,6.179366488679963,3.0540000001161385,4.899493198041086,1.6654274752849159,Iris-versicolor
+2,5.108947716173057,3.054000000033484,4.899491310703016,1.6654274751356526,Iris-versicolor
+3,5.108947716173041,3.054000000031278,4.8994913045835125,1.6654274751354863,Iris-versicolor
+4,6.179366489248674,3.054000000704471,4.899500470894155,1.6654274769581858,Iris-versicolor
+5,6.1793664886732405,3.0540000000249745,4.899493250769025,1.6654274751886533,Iris-versicolor
+6,6.181314687603378,3.0540000001447254,4.967857343342325,1.6668014588434052,Iris-virginica
+7,6.189426144485564,3.05400000005926,5.00829357394689,1.6716166015243334,Iris-virginica
+8,6.179366488623065,3.0540000000203165,4.8994914007663946,1.6654274751404285,Iris-versicolor
+9,6.192315953653933,3.054000000009921,5.024601984461009,1.668855928321767,Iris-virginica
+10,6.179366488626998,3.0540000000524805,4.899491608610027,1.6654274751484168,Iris-versicolor
+11,6.187202428045931,3.054000000073041,5.022923816264935,1.6686744070211583,Iris-virginica
+12,5.108947716173038,3.0540000000270027,4.899491303645818,1.6654274751353348,Iris-versicolor
+13,5.1089477161731045,3.0540000000363925,4.899491324368329,1.6654274751363103,Iris-versicolor
+14,6.18854346279042,3.0540000000235668,5.008952309368616,1.669205450494131,Iris-virginica
+15,6.1796544909355635,3.0540000003189287,4.929429414688831,1.665872002973338,Iris-virginica
+16,6.179378123528101,3.0540000000303995,4.9076076829183455,1.6654437321925322,Iris-versicolor
+17,6.191527589755517,3.0540000000186103,5.030174633490583,1.670176802279239,Iris-virginica
+18,6.179366488950763,3.0540000000423326,4.8994981876968335,1.6654274754768503,Iris-versicolor
+19,5.108947716173063,3.0540000000325573,4.8994913111021825,1.665427475135807,Iris-versicolor
+20,6.179366492968383,3.054000000296954,4.8995277051211605,1.6654274829268538,Iris-versicolor
+21,6.184644150621585,3.054000000026306,5.016950085286636,1.6669742981257485,Iris-virginica
+22,5.1089477161730805,3.0540000000308725,4.899491317630364,1.665427475136022,Iris-versicolor
+23,5.108947716173043,3.05400000003198,4.899491304478884,1.66542747513551,Iris-versicolor
+24,6.19340171020696,3.05400000001098,5.086586111071549,1.6678325692560128,Iris-virginica
+25,6.179534372064924,3.054000000360322,4.9209217660480995,1.6658809627758124,Iris-virginica
+26,6.179366489113026,3.0540000000198657,4.89950018387646,1.6654274758301875,Iris-versicolor
+27,6.180238154547941,3.0540000004192165,4.946598983878913,1.6664952216600646,Iris-virginica
+28,6.181395066884154,3.0540000000221204,4.960294780547624,1.6666261210835263,Iris-virginica
+29,6.1793664886435575,3.054000000103461,4.89949223601484,1.665427475215155,Iris-versicolor
+30,6.1799501172883815,3.0540000000415537,4.9449952626659,1.665747604179573,Iris-virginica
+31,6.179366490438763,3.0540000001066545,4.899513912732848,1.665427479424769,Iris-versicolor
+0,5.108947716173147,3.0540000000328877,4.899491331043586,1.6654274751368996,Iris-versicolor
+1,6.194147391441731,3.054000000007868,5.0656428771515145,1.6687142321719164,Iris-virginica
+2,6.179366488624158,3.0540000000426266,4.899491489890783,1.6654274751436249,Iris-versicolor
+3,6.179366718422698,3.054000000082205,4.900269187691095,1.6654283393741587,Iris-versicolor
+4,6.193387129415292,3.054000000010305,5.056321414489063,1.6689210851085454,Iris-virginica
+5,5.108947716173096,3.0540000000396805,4.8994913209246524,1.665427475136284,Iris-versicolor
+6,6.179770060738115,3.0540000001711944,4.930427642110843,1.666085726340848,Iris-virginica
+7,6.179366488643046,3.054000000193732,4.899492110556047,1.665427475197363,Iris-versicolor
+8,6.179366488650146,3.0540000002024827,4.8994924990294395,1.665427475262077,Iris-versicolor
+9,6.192263988755409,3.0540000000035494,5.041809662001765,1.6677567986552593,Iris-virginica
+10,6.187084908147898,3.054000000049732,5.028572281776881,1.6681807621017044,Iris-virginica
+11,5.108947716173196,3.0540000000524152,4.899491338922535,1.665427475137447,Iris-versicolor
+12,6.185135269667239,3.0540000000598027,5.009053389673882,1.6678115722567584,Iris-virginica
+13,6.179366488625581,3.0540000000277487,4.899491550376971,1.6654274751485347,Iris-versicolor
+14,6.179366497759791,3.054000000032902,4.899567566023746,1.6654274825854212,Iris-versicolor
+15,6.192924990686557,3.054000000009662,5.043927720880447,1.6694401587279093,Iris-virginica
+16,6.179366488677159,3.0540000000172247,4.899493185489587,1.6654274752247686,Iris-versicolor
+17,6.1808338308513155,3.054000000010827,4.958441910514861,1.6659913363473242,Iris-virginica
+18,6.180236664851728,3.0540000001448906,4.953336467113045,1.6660250624804245,Iris-virginica
+19,6.179368271723048,3.0540000033523342,4.901809025073637,1.6654413029141195,Iris-versicolor
+20,6.189232423671949,3.0540000000410106,5.020766173228103,1.669557986133218,Iris-virginica
+21,6.180904834126701,3.054000000419895,4.954651161437347,1.6672969397181736,Iris-virginica
+22,5.108947716173678,3.0540000000726173,4.899491407284212,1.6654274751413498,Iris-versicolor
+23,5.108947716173082,3.054000000031396,4.899491318574551,1.6654274751358291,Iris-versicolor
+24,6.1912741793053225,3.0540000000208263,5.022759801525605,1.670502736702943,Iris-virginica
+25,6.179411514165049,3.0540000002138936,4.913770128087579,1.6655158787741784,Iris-versicolor
+26,6.180405823717325,3.0540000000159755,4.964830849921074,1.6657124950644726,Iris-virginica
+27,5.108947716173035,3.05400000002698,4.899491302573551,1.66542747513532,Iris-versicolor
+28,6.193779067844008,3.0540000000108636,5.06154722374808,1.6690613403898167,Iris-virginica
+29,6.194649400415941,3.054000000009507,5.025427561168588,1.6703775768956572,Iris-virginica
+30,6.1933679974422144,3.0540000000115093,5.051092603587723,1.6691850148748932,Iris-virginica
+31,6.1920141896899725,3.054000000010639,5.066943251140563,1.667928028532669,Iris-virginica
+0,6.1889772605149425,3.054000000062239,5.038063612381195,1.6691096741285079,Iris-virginica
+1,6.1793676137464315,3.054000000185512,4.901646650489517,1.6654290074842484,Iris-versicolor
+2,5.108947716174213,3.0540000000965706,4.899491474585628,1.6654274751455307,Iris-versicolor
+3,6.180321061188017,3.0540000000818637,4.9480609181393485,1.6662505687617937,Iris-virginica
+4,6.179385895037031,3.0540000000046224,4.910011364479404,1.6654582762592547,Iris-virginica
+5,5.1089477161733345,3.0540000000366234,4.89949136769421,1.665427475139154,Iris-versicolor
+6,5.108947716173151,3.054000000044656,4.899491334353344,1.66542747513663,Iris-versicolor
+7,6.179367903230155,3.054000000119604,4.902106988687941,1.6654295949006603,Iris-versicolor
+8,5.108947716175746,3.0540000000825778,4.899491588960713,1.6654274751505669,Iris-versicolor
+9,6.179366488625653,3.0540000000338297,4.899491559666025,1.665427475149912,Iris-versicolor
+10,5.108947716173052,3.0540000000327026,4.899491308414607,1.6654274751356068,Iris-versicolor
+11,6.179366488659083,3.0540000000425453,4.899492676972182,1.6654274752247311,Iris-versicolor
+12,6.18751375799643,3.0540000000130063,5.018735899880561,1.6677717040797804,Iris-virginica
+13,6.190323226403137,3.0540000000334575,5.02248949112747,1.6701295264553777,Iris-virginica
+14,6.179366488654624,3.054000000023643,4.899492719623425,1.665427475171126,Iris-versicolor
+15,5.108947716173292,3.0540000000296255,4.899491362462905,1.6654274751369857,Iris-versicolor
+16,6.190311052968916,3.0540000000265954,5.035479398449569,1.668991320212773,Iris-virginica
+17,5.108947716173039,3.0540000000318486,4.899491303001676,1.6654274751354268,Iris-versicolor
+18,5.108947716173416,3.054000000039769,4.899491376618302,1.6654274751392848,Iris-versicolor
+19,6.188916237873024,3.054000000030906,5.006874872716055,1.6693888196791247,Iris-virginica
+20,6.179366488624292,3.0540000000387093,4.899491474890947,1.6654274751444231,Iris-versicolor
+21,6.179368224279163,3.0540000000176564,4.902509411018483,1.6654293378557168,Iris-versicolor
+22,5.108947716173041,3.0540000000307543,4.899491304140925,1.6654274751354678,Iris-versicolor
+23,6.1852541326797,3.0540000000584144,4.987950718519063,1.6687941502147916,Iris-virginica
+24,5.108947716173037,3.05400000002765,4.899491302835131,1.6654274751353513,Iris-versicolor
+25,5.108947716173046,3.054000000030632,4.8994913071013135,1.665427475135433,Iris-versicolor
+26,5.108947716173042,3.054000000031877,4.899491304537956,1.6654274751355054,Iris-versicolor
+27,6.191491828680266,3.0540000000194,5.033286298512783,1.669973605959559,Iris-virginica
+28,5.108947716173065,3.0540000000329104,4.899491312838525,1.665427475135822,Iris-versicolor
+29,6.191099442662938,3.0540000000082093,5.042394707104433,1.668077122133616,Iris-virginica
+30,6.1793669010007495,3.054000000258406,4.900498995117812,1.6654286919179784,Iris-versicolor
+31,5.108947716173036,3.0540000000266088,4.8994913028622475,1.6654274751353377,Iris-versicolor
+0,5.108947716173035,3.054000000029813,4.899491301805207,1.6654274751353504,Iris-versicolor
+1,6.188879446367913,3.054000000042023,5.036785212915329,1.6687156971025523,Iris-virginica
+2,5.108947716173432,3.0540000000486343,4.899491378547269,1.6654274751385136,Iris-versicolor
+3,6.17936650572734,3.0540000006053756,4.899582605954382,1.6654275035392954,Iris-versicolor
+4,6.179413250853095,3.054000000279787,4.911985149888781,1.6655738322248947,Iris-virginica
+5,5.108947716173141,3.0540000000426124,4.899491332582448,1.6654274751360505,Iris-versicolor
+6,6.1910388278704565,3.0540000000265417,5.0384868439489034,1.6695652708189133,Iris-virginica
+7,6.179540691378221,3.0540000000526835,4.922696834137162,1.6656724873581534,Iris-virginica
+8,6.180252861964658,3.054000000217113,4.941836950245957,1.6666282774924175,Iris-virginica
+9,6.1923664851534115,3.0540000000137293,5.025936427090436,1.6703837898002527,Iris-virginica
+10,6.188159974165425,3.0540000000186978,5.027442776277137,1.6680165020640962,Iris-virginica
+11,6.179366493854812,3.054000000172661,4.8995357817875576,1.6654274857176572,Iris-versicolor
+12,6.181520651917657,3.0540000004770858,4.95866829688032,1.668389441715482,Iris-virginica
+13,6.190380254909288,3.05400000001067,5.035938424601993,1.6681662742966075,Iris-virginica
+14,6.18766577428787,3.0540000001086005,5.027598574020605,1.6691622175036198,Iris-virginica
+15,6.179366491047486,3.0540000000202623,4.899522422699066,1.6654274778183957,Iris-versicolor
+16,6.179430491266453,3.054000001112809,4.91539396186752,1.6656084119492591,Iris-versicolor
+17,6.179366488631457,3.054000000093471,4.899491807189055,1.6654274751748286,Iris-versicolor
+18,6.191985336259545,3.054000000012831,5.020524440966263,1.670661704107665,Iris-virginica
+19,5.108947716173557,3.0540000000434366,4.899491407741964,1.6654274751399167,Iris-versicolor
+20,6.187082500790452,3.0540000000854968,4.997138889502056,1.6706310812661687,Iris-virginica
+21,6.179366488626719,3.054000000032157,4.899491614043507,1.6654274751439926,Iris-versicolor
+22,6.179366516851332,3.0540000000756873,4.899647543388668,1.6654274938871465,Iris-versicolor
+23,6.1920606371176525,3.054000000018585,5.047084510592253,1.6694382692447145,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..bd343431c449294f41d614b5fd4b5ee8fbc14caf
--- /dev/null
+++ b/iris/lct_gan/0/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488644596,3.054000000031236,4.899492277597288,1.6654274751694698,Iris-versicolor
+1,6.1793795904924815,3.0540000000237444,4.908005482602456,1.665457642119555,Iris-versicolor
+2,6.1795888265661745,3.054000001847384,4.9228702508957305,1.6663097130931435,Iris-virginica
+3,5.1089477161736,3.0540000001077443,4.89949140233563,1.6654274751421272,Iris-versicolor
+4,6.179366488640612,3.0540000000316656,4.899492128464311,1.6654274751849862,Iris-versicolor
+5,6.179728273687433,3.0540000011543187,4.9317229164346505,1.666129662075959,Iris-virginica
+6,6.1793665156985265,3.054000002955176,4.899610067427458,1.6654276084739539,Iris-versicolor
+7,5.108947716173546,3.054000000035268,4.899491400807258,1.665427475139518,Iris-versicolor
+8,5.108947716173036,3.0540000000300336,4.899491302139996,1.6654274751353615,Iris-versicolor
+9,6.192401323164296,3.0540000000157987,5.01433010178398,1.6711754893763733,Iris-virginica
+10,6.179366513661261,3.0540000000702174,4.899636509812674,1.6654274957354813,Iris-versicolor
+11,5.108947716173236,3.054000000032699,4.899491353056879,1.665427475138026,Iris-versicolor
+12,5.1089477161730485,3.054000000030684,4.899491306838559,1.665427475135659,Iris-versicolor
+13,6.179374396802508,3.0540000001412246,4.90666181070456,1.6654450227768083,Iris-versicolor
+14,5.108947716173075,3.0540000000381298,4.899491315419175,1.6654274751358993,Iris-versicolor
+15,5.108947716173039,3.054000000027719,4.899491303809906,1.6654274751354106,Iris-versicolor
+16,6.183558885230829,3.054000000007122,5.011886902507374,1.6662648906304618,Iris-virginica
+17,6.186149001752636,3.0540000001003014,5.010803297121504,1.6687827578505428,Iris-virginica
+18,6.1943137382377484,3.054000000009099,5.025417343077842,1.6696831422700207,Iris-virginica
+19,6.179366488677036,3.054000000032525,4.899493356906771,1.6654274751912106,Iris-versicolor
+20,5.10894771617306,3.0540000000311043,4.89949131060861,1.6654274751357971,Iris-versicolor
+21,6.179366564653765,3.054000000602365,4.8997476654547985,1.6654276658470846,Iris-versicolor
+22,6.179366488643196,3.0540000000732475,4.899492212847619,1.6654274752087512,Iris-versicolor
+23,6.1793683049677055,3.0540000000163463,4.902743855308393,1.6654306654068887,Iris-versicolor
+24,6.179366509187578,3.054000000088635,4.899609444613546,1.6654275038681972,Iris-versicolor
+25,6.183369574419973,3.0540000000219663,4.986129997326276,1.666929038518711,Iris-virginica
+26,6.1845137960155,3.054000000141286,5.003032076411324,1.6683714657278326,Iris-virginica
+27,6.190139680910092,3.0540000000383274,5.02273545070225,1.6706346497915205,Iris-virginica
+28,6.181765432517777,3.05400000018027,4.963311506124478,1.6676347536608163,Iris-virginica
+29,6.1793835936656984,3.0540000000373757,4.909112215486099,1.6654507059051396,Iris-versicolor
+30,5.108947716173085,3.0540000000370227,4.899491318628441,1.6654274751360407,Iris-versicolor
+31,6.190496736011319,3.0540000000298524,5.014283901505873,1.6713522574012132,Iris-virginica
+0,6.192694541113899,3.0540000000072944,5.025956575614537,1.6701272972485695,Iris-virginica
+1,5.108947716173038,3.0540000000302645,4.89949130304677,1.6654274751354032,Iris-versicolor
+2,6.189406394115135,3.054000000030197,5.029002579710895,1.6691059159615231,Iris-virginica
+3,6.179366489642523,3.054000000022909,4.899507160416242,1.6654274771501312,Iris-versicolor
+4,5.108947716173044,3.0540000000326764,4.899491305541643,1.6654274751355196,Iris-versicolor
+5,5.10894771617305,3.0540000000301375,4.899491307397989,1.6654274751357017,Iris-versicolor
+6,6.183734524022225,3.054000000128759,4.998103373461607,1.6675595593259283,Iris-virginica
+7,6.191503079747299,3.054000000019622,5.02180703022454,1.6702653677766623,Iris-virginica
+8,6.18216367169741,3.0540000001313574,4.969658603887376,1.6675335217336353,Iris-virginica
+9,6.189451393503018,3.054000000043374,5.02645389772028,1.6695798251005398,Iris-virginica
+10,6.179366488634173,3.0540000001612575,4.899491871690728,1.665427475173622,Iris-versicolor
+11,6.179925120126669,3.0540000000288394,4.935541064878505,1.665986553605732,Iris-virginica
+12,6.193569642386943,3.054000000006529,5.040573785802158,1.6695290484513505,Iris-virginica
+13,5.108947716175199,3.0540000001249528,4.899491558070108,1.665427475150258,Iris-versicolor
+14,6.179903358526917,3.054000000046736,4.935373760839461,1.6659600953862579,Iris-virginica
+15,6.1793664886342645,3.0540000000515204,4.899491893651987,1.665427475163577,Iris-versicolor
+16,6.1793677923285575,3.0540000000891823,4.901826931355288,1.665430536289397,Iris-versicolor
+17,6.179366489114075,3.0540000000460537,4.899500385159228,1.6654274755283354,Iris-versicolor
+18,6.188544914316108,3.054000000094376,5.017517233096945,1.6705962320671612,Iris-virginica
+19,6.185726249427481,3.0540000000754324,5.007035473087241,1.6684385605297507,Iris-virginica
+20,6.179366490521461,3.054000000301514,4.899512708544629,1.6654274780262328,Iris-versicolor
+21,6.190189711835389,3.0540000000201966,5.029849343010544,1.6689830028977988,Iris-virginica
+22,6.1948528970668315,3.054000000005778,5.035979434540247,1.6685623963121732,Iris-virginica
+23,5.108947716173181,3.0540000000473686,4.899491339653393,1.6654274751369025,Iris-versicolor
+24,6.179560633385597,3.0540000001404497,4.928329672348758,1.6656043811724268,Iris-virginica
+25,5.108947716173508,3.054000000032706,4.899491388895297,1.6654274751391849,Iris-versicolor
+26,5.108947716173048,3.0540000000332537,4.899491307408288,1.6654274751354565,Iris-versicolor
+27,5.108947716174113,3.054000000030566,4.899491468146508,1.6654274751399425,Iris-versicolor
+28,5.108947716173052,3.054000000026812,4.899491309305917,1.6654274751354279,Iris-versicolor
+29,6.179366488623356,3.0540000000218788,4.899491420490683,1.6654274751418883,Iris-versicolor
+30,6.1799807381099425,3.0540000003277354,4.93945379944939,1.666215371019817,Iris-virginica
+31,6.1793664886454716,3.054000000017335,4.899492279803008,1.6654274751948792,Iris-versicolor
+0,5.108947716173041,3.054000000026937,4.899491305095442,1.6654274751353852,Iris-versicolor
+1,6.18507132619589,3.0540000001197245,4.996073562867256,1.669085492169398,Iris-virginica
+2,6.192624601558648,3.0540000000119694,5.030572326084851,1.6697694341070057,Iris-virginica
+3,6.190194870956472,3.054000000007738,5.059750278063869,1.6673303496799277,Iris-virginica
+4,5.108947716173037,3.0540000000284304,4.899491302586577,1.6654274751353635,Iris-versicolor
+5,5.1089477161730406,3.054000000029793,4.899491303798574,1.6654274751354534,Iris-versicolor
+6,5.108947716173414,3.054000000081838,4.899491375394235,1.6654274751388245,Iris-versicolor
+7,6.179366488829493,3.0540000000209586,4.899496025476728,1.6654274754626177,Iris-versicolor
+8,6.190110978767405,3.054000000011243,5.048185200325684,1.6678335084918854,Iris-virginica
+9,5.1089477161730406,3.054000000028155,4.8994913045151245,1.6654274751354066,Iris-versicolor
+10,6.179366488630886,3.054000000035172,4.899491816010076,1.6654274751599778,Iris-versicolor
+11,6.179366488626435,3.0540000000267375,4.8994915904066545,1.6654274751494131,Iris-versicolor
+12,5.10894771617306,3.054000000027693,4.899491312316108,1.6654274751355358,Iris-versicolor
+13,6.179366488690039,3.0540000005711025,4.899493134495804,1.6654274753607687,Iris-versicolor
+14,5.108947716173039,3.054000000031658,4.899491302966585,1.6654274751354357,Iris-versicolor
+15,6.192297503521453,3.0540000000143643,5.058859965936833,1.6685904074009434,Iris-virginica
+16,6.179368015512493,3.0540000001192205,4.902197337144802,1.6654296748047621,Iris-versicolor
+17,5.108947716173052,3.0540000000304657,4.899491307744172,1.6654274751357114,Iris-versicolor
+18,6.184416958615583,3.0540000000524246,5.002402425653035,1.667416107053773,Iris-virginica
+19,5.108947716173048,3.0540000000355616,4.89949130639474,1.6654274751356226,Iris-versicolor
+20,6.189855346409251,3.05400000001515,5.0142360002971165,1.6688929916378183,Iris-virginica
+21,6.187406612812025,3.054000000105101,5.027923601856941,1.6690191547105173,Iris-virginica
+22,6.186586428988559,3.0540000000179406,5.008327505011996,1.6676270126117074,Iris-virginica
+23,6.189303636972364,3.0540000000109013,5.044238465902057,1.6676681674969693,Iris-virginica
+24,6.179377578052628,3.054000000195889,4.907636945804295,1.6654518219439194,Iris-versicolor
+25,6.192573343599148,3.0540000000142626,5.0576193246300365,1.6689008142532211,Iris-virginica
+26,6.179366488626546,3.0540000000263654,4.899491615678642,1.6654274751516713,Iris-versicolor
+27,6.179559852371354,3.0540000000142538,4.92320573757954,1.6656557737108577,Iris-virginica
+28,6.192071810100691,3.054000000013862,5.014214388472383,1.6713218849682387,Iris-virginica
+29,6.17936656899252,3.0540000002821066,4.899782076274586,1.6654275599971076,Iris-versicolor
+30,5.1089477161731,3.0540000000323726,4.899491323580801,1.6654274751361615,Iris-versicolor
+31,6.181349172319045,3.05400000071328,4.954067510847676,1.6690504680106906,Iris-virginica
+0,6.188567259585007,3.054000000038337,5.042509907635466,1.6683161696942221,Iris-virginica
+1,6.185191415893965,3.054000000063055,4.992235206491796,1.668622428900462,Iris-virginica
+2,6.194232072139711,3.0540000000069742,5.04522301709123,1.669100019941979,Iris-virginica
+3,6.183668664704291,3.054000000241233,4.982127707505966,1.6690775215111722,Iris-virginica
+4,5.10894771617305,3.054000000029307,4.89949130798216,1.6654274751356062,Iris-versicolor
+5,6.1910236900331475,3.054000000027535,5.058540466125111,1.668590641088375,Iris-virginica
+6,6.18884992016021,3.0540000000811554,5.034868926935046,1.6695476162024612,Iris-virginica
+7,6.179367358526923,3.0540000005506123,4.9011675522219855,1.665430087573222,Iris-versicolor
+8,5.108947716173055,3.0540000000386,4.899491309469357,1.6654274751356448,Iris-versicolor
+9,6.1918984678153555,3.054000000023075,5.0201280740973555,1.6703962886112764,Iris-virginica
+10,6.179371905267905,3.054000000445585,4.905388607441129,1.665444173357851,Iris-versicolor
+11,6.1796045076144885,3.054000000101204,4.925868919717978,1.6657529767729164,Iris-virginica
+12,6.179366489296799,3.054000000063799,4.8995024398448335,1.6654274758679044,Iris-versicolor
+13,6.179366488626884,3.0540000000259897,4.899491613616671,1.6654274751514528,Iris-versicolor
+14,6.179366488627039,3.0540000000341343,4.899491618511412,1.6654274751508162,Iris-versicolor
+15,6.179509461614791,3.0540000000031418,4.921514008838924,1.6655809610807348,Iris-virginica
+16,6.17936648862837,3.0540000000495238,4.899491685902439,1.6654274751479903,Iris-versicolor
+17,6.179366518165935,3.054000000106829,4.899652183915976,1.665427537240011,Iris-versicolor
+18,5.1089477161730406,3.0540000000330836,4.8994913040246395,1.665427475135458,Iris-versicolor
+19,6.192343637218796,3.0540000000083043,5.027110144280247,1.670045344738412,Iris-virginica
+20,6.179366489721226,3.054000000073418,4.899506187635152,1.6654274763187153,Iris-versicolor
+21,6.179399099226552,3.0540000000496086,4.913673312615781,1.665453319074124,Iris-versicolor
+22,6.193390995967391,3.054000000005446,5.045070996414353,1.6690679138174305,Iris-virginica
+23,5.1089477161730725,3.0540000000452676,4.8994913144074435,1.6654274751359537,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..7693030b65be5508a2eff8cbd7758a2304d851ab
--- /dev/null
+++ b/iris/lct_gan/0/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1895642241782935,3.0540000000520213,5.019537688572719,1.6705521850450384,Iris-virginica
+1,6.179366488711782,3.0540000000267584,4.8994939028069195,1.665427475274821,Iris-versicolor
+2,6.1864374551842,3.054000000175082,5.005762001317524,1.670455581189365,Iris-virginica
+3,5.10894771617326,3.0540000000353382,4.89949135568959,1.6654274751369298,Iris-versicolor
+4,6.179366488628431,3.0540000000275356,4.8994916804493975,1.6654274751558205,Iris-versicolor
+5,6.179366488629153,3.054000000187043,4.899491743712905,1.6654274751765348,Iris-versicolor
+6,6.179366489450329,3.0540000017705466,4.8995011136698565,1.6654274776301965,Iris-versicolor
+7,6.192024830028618,3.0540000000103706,5.0187713943010435,1.6707715812463213,Iris-virginica
+8,6.186220902471076,3.0540000001429766,4.997668491769628,1.6706016138112234,Iris-virginica
+9,6.179366814742843,3.05400000004482,4.900500116923005,1.6654282801998637,Iris-versicolor
+10,5.108947716173047,3.054000000030567,4.899491306682544,1.6654274751355518,Iris-versicolor
+11,6.193136026626015,3.0540000000076293,5.0353714268738,1.6694816515015432,Iris-virginica
+12,6.179369594512236,3.054000002304639,4.902861821805928,1.6654497944543787,Iris-versicolor
+13,6.179366821105874,3.0540000009797734,4.900254232633557,1.6654295079785915,Iris-versicolor
+14,5.108947716173038,3.054000000029224,4.89949130267575,1.665427475135392,Iris-versicolor
+15,6.188284520228631,3.054000000056069,5.018204058888089,1.6696605080313347,Iris-virginica
+16,6.1794772650172565,3.0540000000035077,4.9203522278674185,1.665519930828343,Iris-virginica
+17,6.179366488631507,3.0540000000792173,4.899491791020865,1.6654274751529865,Iris-versicolor
+18,6.191545761016588,3.054000000016077,5.03217454022328,1.6699662238021427,Iris-virginica
+19,6.1939447063066435,3.0540000000054506,5.087091787748428,1.6675446696029188,Iris-virginica
+20,6.188195578375509,3.0540000000873366,5.017283267584619,1.6699047419847293,Iris-virginica
+21,6.195007193829227,3.0540000000055345,5.049588268002748,1.6690894734201962,Iris-virginica
+22,6.179482966673953,3.054000000314521,4.919165290944538,1.6656703295473416,Iris-virginica
+23,6.191398585235645,3.054000000005142,5.069701910518595,1.6671573481826178,Iris-virginica
+24,6.179366497101238,3.0540000000100327,4.899565702076657,1.6654274879538251,Iris-versicolor
+25,6.179366488908037,3.054000000072016,4.899497412459207,1.6654274754472613,Iris-versicolor
+26,6.192605614598704,3.054000000015511,5.015924474131837,1.67062022764729,Iris-virginica
+27,5.108947716173052,3.054000000028616,4.899491308818554,1.6654274751356304,Iris-versicolor
+28,6.18782918526512,3.0540000001053396,5.00063907960259,1.6715565927941856,Iris-virginica
+29,5.10894771617304,3.054000000030622,4.899491303200592,1.6654274751354388,Iris-versicolor
+30,5.108947716173059,3.054000000034053,4.8994913110405935,1.6654274751357991,Iris-versicolor
+31,5.108947716173196,3.0540000000352765,4.899491343148146,1.665427475137838,Iris-versicolor
+0,6.189917729246472,3.0540000000187097,5.033777154580686,1.668582800324472,Iris-virginica
+1,6.17936648887858,3.0540000000797938,4.899496775986546,1.665427475518525,Iris-versicolor
+2,6.179366488623963,3.054000000031156,4.899491471525389,1.6654274751425047,Iris-versicolor
+3,6.179439993433924,3.0540000000812944,4.916541466277721,1.6655222050559222,Iris-virginica
+4,6.179366488626853,3.0540000000524006,4.899491611493918,1.6654274751482514,Iris-versicolor
+5,6.179478520439698,3.0540000044967295,4.916943200145638,1.6660486466605589,Iris-virginica
+6,6.179366498394348,3.0540000000203498,4.899573196380962,1.6654274832620153,Iris-versicolor
+7,6.19462463245167,3.054000000003562,5.050070131650521,1.6687974683316216,Iris-virginica
+8,6.181697116691311,3.0540000000342746,4.97435120265461,1.666512647890894,Iris-virginica
+9,5.108947716173133,3.054000000068143,4.899491328388606,1.6654274751367073,Iris-versicolor
+10,6.179366488628415,3.0540000000239065,4.899491678141292,1.665427475154288,Iris-versicolor
+11,6.191136302491544,3.0540000000257996,5.041591154947408,1.6695628291319098,Iris-virginica
+12,5.108947716173085,3.0540000000325196,4.899491317569735,1.665427475136271,Iris-versicolor
+13,6.1793664887547495,3.0540000001475223,4.899494418546637,1.6654274753590816,Iris-versicolor
+14,6.181851905836038,3.0540000001403325,4.97869598611753,1.6668030828283138,Iris-virginica
+15,6.192207160339495,3.054000000015304,5.059402875485375,1.6685288980549062,Iris-virginica
+16,6.179366884171276,3.0540000005122354,4.900388201099329,1.6654283120152984,Iris-versicolor
+17,6.186987776538644,3.0540000000410674,5.011611089098312,1.6684905253959241,Iris-virginica
+18,6.196839150317846,3.054000000003063,5.0434984109870316,1.6681733150990845,Iris-virginica
+19,5.108947716173527,3.054000000085059,4.899491393620573,1.6654274751405629,Iris-versicolor
+20,6.179366511977239,3.05400000059254,4.89960303071605,1.6654275244983392,Iris-versicolor
+21,6.1886232653302615,3.0540000000055154,5.017914550485922,1.667434207022189,Iris-virginica
+22,5.108947716173101,3.054000000033707,4.899491322714346,1.665427475136365,Iris-versicolor
+23,6.181670160806533,3.0540000000413707,4.977085298592956,1.6663918540214393,Iris-virginica
+24,6.190365858869929,3.0540000000354515,5.041250280940969,1.6694445612686148,Iris-virginica
+25,6.188316464948637,3.05400000003932,5.047629121071445,1.66798182395039,Iris-virginica
+26,5.1089477161730565,3.0540000000292595,4.899491310974338,1.66542747513547,Iris-versicolor
+27,6.179366488642267,3.054000000043482,4.899492197658626,1.6654274751856681,Iris-versicolor
+28,6.180880912537158,3.054000000039256,4.9592141830575,1.666290990773906,Iris-virginica
+29,5.108947716173827,3.0540000000477243,4.899491432520262,1.6654274751397204,Iris-versicolor
+30,5.108947716173045,3.0540000000315426,4.8994913063335535,1.6654274751355027,Iris-versicolor
+31,6.181758037196575,3.054000000174163,4.969616161915596,1.667248425106226,Iris-virginica
+0,6.179366489589933,3.0540000001500647,4.89950446899309,1.6654274760492436,Iris-versicolor
+1,6.179366488655653,3.054000000036853,4.899492715541372,1.6654274752041327,Iris-versicolor
+2,6.179366504890729,3.054000001347118,4.899577412029806,1.6654275254796338,Iris-versicolor
+3,6.179990538827776,3.054000000054511,4.9395796401771195,1.6659430108162412,Iris-virginica
+4,6.179366488624213,3.0540000000336516,4.8994914918841,1.6654274751408635,Iris-versicolor
+5,5.108947716173045,3.054000000031159,4.899491305212286,1.665427475135572,Iris-versicolor
+6,6.194126597395051,3.0540000000067478,5.041016740661306,1.6694526224654267,Iris-virginica
+7,5.108947716173045,3.0540000000328953,4.899491305310873,1.6654274751355647,Iris-versicolor
+8,6.184990435360372,3.054000000303153,4.983863663570202,1.6721144177440501,Iris-virginica
+9,6.179370055299923,3.0540000000394865,4.904489221208644,1.6654383826384804,Iris-versicolor
+10,6.179366488663217,3.054000000100058,4.89949273060718,1.6654274752606202,Iris-versicolor
+11,6.179366488625117,3.054000000030006,4.899491526716073,1.6654274751464637,Iris-versicolor
+12,6.187846763924444,3.0540000000243728,5.001707501681037,1.6688854561357696,Iris-virginica
+13,6.179431669672455,3.054000000991572,4.915973575873607,1.6655790485678068,Iris-versicolor
+14,6.193309753753896,3.0540000000082963,5.0260702378038795,1.6701134872593735,Iris-virginica
+15,6.189889121920064,3.0540000000172207,5.023942711245033,1.6685371034201424,Iris-virginica
+16,6.179366495521085,3.054000000010907,4.899558395857439,1.6654274882003257,Iris-versicolor
+17,6.196676368892804,3.054000000002296,5.046853571735936,1.668024432958754,Iris-virginica
+18,6.1799080991230175,3.0540000002059475,4.932188668141907,1.666464840662629,Iris-virginica
+19,6.1793665071529045,3.054000000273666,4.899595751953261,1.66542754492254,Iris-versicolor
+20,5.108947716173041,3.0540000000329743,4.899491304301602,1.6654274751354905,Iris-versicolor
+21,5.1089477161732235,3.0540000000354763,4.899491350475092,1.6654274751372173,Iris-versicolor
+22,6.179366488629085,3.05400000003335,4.899491723697539,1.6654274751547888,Iris-versicolor
+23,6.188289769982923,3.054000000054837,5.022882205998216,1.6692404432498154,Iris-virginica
+24,6.179367617807548,3.0540000000456233,4.901942535232009,1.665428484148157,Iris-versicolor
+25,5.108947716173345,3.054000000042713,4.899491367375646,1.6654274751384162,Iris-versicolor
+26,6.179366488698254,3.054000000061977,4.899493552193178,1.665427475289781,Iris-versicolor
+27,6.189078297021114,3.0540000000342045,5.02802062994507,1.6689923450932542,Iris-virginica
+28,6.185832116683651,3.0540000000864045,5.001576830185192,1.6687392838316335,Iris-virginica
+29,5.108947716173044,3.0540000000300536,4.899491306370168,1.6654274751354485,Iris-versicolor
+30,6.191560836805008,3.0540000000137897,5.032673075492797,1.6691066317057508,Iris-virginica
+31,6.179366494515587,3.0540000000274494,4.899547908405448,1.665427479458134,Iris-versicolor
+0,6.192948790967037,3.0540000000051513,5.032562002219959,1.6694448940590934,Iris-virginica
+1,5.108947716173039,3.0540000000343954,4.8994913033230905,1.6654274751354026,Iris-versicolor
+2,6.190927364362268,3.054000000017892,5.0238784886061385,1.6693367204324823,Iris-virginica
+3,5.1089477161731205,3.0540000000320884,4.899491328133039,1.6654274751361018,Iris-versicolor
+4,6.179659648074046,3.054000001698388,4.925956242495925,1.6663946321694048,Iris-virginica
+5,5.108947716173049,3.0540000000321754,4.899491308173553,1.665427475135567,Iris-versicolor
+6,5.108947716173069,3.0540000000329606,4.899491315154164,1.6654274751357339,Iris-versicolor
+7,6.193708555208009,3.054000000009182,5.0269475052936485,1.6699615875740055,Iris-virginica
+8,6.192009794676553,3.054000000016519,5.041622171918092,1.669448283954262,Iris-virginica
+9,6.179366489095794,3.0540000004566568,4.899498422019224,1.6654274760746017,Iris-versicolor
+10,5.108947716173044,3.0540000000349568,4.899491305532629,1.6654274751355564,Iris-versicolor
+11,6.193807650769167,3.0540000000078455,5.041812401000386,1.6695383930937948,Iris-virginica
+12,6.17936648866539,3.0540000000317513,4.8994928360553285,1.6654274752190612,Iris-versicolor
+13,5.108947716173089,3.054000000027546,4.899491321317152,1.6654274751359575,Iris-versicolor
+14,6.179370469017846,3.0540000000171763,4.90552242206296,1.6654308518615417,Iris-versicolor
+15,6.193747005998009,3.054000000003682,5.033218198752553,1.6693380059172718,Iris-virginica
+16,6.179366492742575,3.0540000000177643,4.899533176437501,1.6654274813964303,Iris-versicolor
+17,6.191847402277128,3.0540000000047764,5.039223534523157,1.6680867879433419,Iris-virginica
+18,6.183976616824837,3.05400000001586,4.982965841083933,1.6673312589401874,Iris-virginica
+19,5.108947716173053,3.054000000036568,4.89949130871233,1.6654274751357099,Iris-versicolor
+20,6.17936648868552,3.0540000000535126,4.899493327890804,1.6654274752586744,Iris-versicolor
+21,6.187568011034873,3.054000000108952,5.007703075860666,1.6702875224055411,Iris-virginica
+22,5.108947716173401,3.05400000007115,4.899491375976831,1.6654274751386857,Iris-versicolor
+23,6.179532203120747,3.054000000882562,4.922648359176982,1.6658155002938588,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..e75760d5f58e27718168fec9ebe741408a0ebd20
--- /dev/null
+++ b/iris/lct_gan/0/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173036,3.0540000000293075,4.899491302343188,1.665427475135364,Iris-versicolor
+1,5.108947716173052,3.054000000038283,4.8994913077841895,1.6654274751356641,Iris-versicolor
+2,6.1915637328846,3.0540000000227834,5.038899507234262,1.669640894600338,Iris-virginica
+3,5.108947716173039,3.0540000000321528,4.899491303668995,1.6654274751353673,Iris-versicolor
+4,6.194233665889818,3.0540000000056113,5.057154457781923,1.6687945827200643,Iris-virginica
+5,6.179366495172792,3.0540000000622385,4.899548120985138,1.6654274797849433,Iris-versicolor
+6,6.183112802174931,3.0540000003450327,4.969202254199357,1.6706046085176987,Iris-virginica
+7,6.1846120877298185,3.0540000002612615,4.98508271806595,1.6700268414246735,Iris-virginica
+8,6.190505274356712,3.054000000032419,5.011417045428897,1.6713783198712258,Iris-virginica
+9,5.108947716173254,3.054000000063367,4.89949135176677,1.6654274751383469,Iris-versicolor
+10,5.108947716175557,3.054000000070685,4.899491602620917,1.6654274751481708,Iris-versicolor
+11,6.179369260220751,3.0540000000361727,4.903615969197162,1.665432782392735,Iris-versicolor
+12,6.184710662847208,3.0540000000254426,5.000313463944632,1.6673037865967872,Iris-virginica
+13,6.179366504251589,3.054000000158339,4.8995867053286695,1.665427492652863,Iris-versicolor
+14,6.180968066127365,3.054000000005679,4.9718263774670515,1.665823527972022,Iris-virginica
+15,6.179366491511725,3.054000001107817,4.899515908994154,1.6654274835116547,Iris-versicolor
+16,5.10894771617304,3.0540000000310097,4.89949130395777,1.6654274751353946,Iris-versicolor
+17,6.179366488881882,3.054000000022437,4.899496876113045,1.665427475528334,Iris-versicolor
+18,6.185752661338714,3.054000000023716,5.003269618880753,1.6680039302512397,Iris-virginica
+19,6.179366490464963,3.0540000001003524,4.899512574383089,1.6654274766768473,Iris-versicolor
+20,6.193912719755926,3.054000000003791,5.0383086089290625,1.6692538592738124,Iris-virginica
+21,6.179366499613801,3.0540000001024854,4.8995671145682405,1.6654274890644798,Iris-versicolor
+22,6.179366524473802,3.0540000000318193,4.899684953676739,1.6654275060138988,Iris-versicolor
+23,6.19165987380317,3.054000000020411,5.049389021486638,1.669040984705547,Iris-virginica
+24,6.181345146113065,3.054000000010928,4.963435480205888,1.6662064141741209,Iris-virginica
+25,5.108947716173082,3.0540000000356344,4.899491316295666,1.6654274751361395,Iris-versicolor
+26,6.181236708359674,3.0540000005572434,4.957865939126803,1.6680213866615978,Iris-virginica
+27,6.1845907007328025,3.0540000000168734,4.995664764196389,1.6674008855598637,Iris-virginica
+28,5.108947716173194,3.054000000029352,4.899491340879693,1.665427475137295,Iris-versicolor
+29,5.108947716173357,3.054000000034167,4.899491365877181,1.6654274751384637,Iris-versicolor
+30,6.179703848212111,3.0540000000051135,4.93164138432502,1.6656069092049992,Iris-virginica
+31,6.179366489313304,3.05400000002013,4.899504305094211,1.665427475680306,Iris-versicolor
+0,6.191768913918806,3.054000000013182,5.034670130665285,1.669697311966572,Iris-virginica
+1,5.108947716174101,3.054000000024373,4.899491465910588,1.6654274751393614,Iris-versicolor
+2,6.17936648864528,3.0540000003671204,4.899492140521059,1.6654274752195355,Iris-versicolor
+3,6.191919079201263,3.054000000018367,5.031832603135185,1.6699981472181928,Iris-virginica
+4,6.179591321985983,3.0540000001532546,4.928611448395229,1.6656629202181534,Iris-virginica
+5,6.179366488623677,3.054000000025441,4.899491447584721,1.665427475141314,Iris-versicolor
+6,6.188389193217987,3.054000000012092,5.012713079543418,1.6680911443990913,Iris-virginica
+7,5.108947716173137,3.0540000000418193,4.899491330309704,1.6654274751370652,Iris-versicolor
+8,5.108947716173087,3.054000000030976,4.899491317576941,1.6654274751361322,Iris-versicolor
+9,6.181131752664426,3.0540000004675236,4.951538842932601,1.6684007033697452,Iris-virginica
+10,6.179386782481294,3.0540000009534403,4.90853507079983,1.6655295512222115,Iris-versicolor
+11,6.194281935742161,3.0540000000075858,5.029853345200309,1.6696713306550217,Iris-virginica
+12,5.1089477161733505,3.054000000047155,4.899491368432531,1.6654274751382203,Iris-versicolor
+13,5.108947716176827,3.0540000002750265,4.899491680581482,1.6654274751674674,Iris-versicolor
+14,6.17936648873634,3.054000000020514,4.899494309554508,1.6654274753314724,Iris-versicolor
+15,6.179366488712192,3.0540000000410905,4.899494132275695,1.6654274752204072,Iris-versicolor
+16,6.179366502102602,3.054000000273974,4.899570629180441,1.6654274990526077,Iris-versicolor
+17,6.180034367783637,3.0540000007639483,4.942603629103056,1.6663738515247444,Iris-virginica
+18,6.193100805166942,3.0540000000090255,5.075798008448977,1.6678952082952188,Iris-virginica
+19,5.108947716173058,3.0540000000360097,4.899491310056439,1.6654274751357445,Iris-versicolor
+20,6.179366488623692,3.0540000000323198,4.899491453289074,1.6654274751437905,Iris-versicolor
+21,6.179366488792689,3.05400000003542,4.899495526348425,1.6654274755315281,Iris-versicolor
+22,6.1793664886419055,3.0540000000469703,4.899492135650649,1.6654274751878102,Iris-versicolor
+23,5.108947716173636,3.0540000000305816,4.899491405700556,1.6654274751393443,Iris-versicolor
+24,6.191054367282596,3.0540000000249123,5.052933986085174,1.6687969934118763,Iris-virginica
+25,6.188372026591171,3.0540000000077336,5.026577978109856,1.6676859964613744,Iris-virginica
+26,6.179366488640179,3.0540000000507797,4.89949214637639,1.6654274751701907,Iris-versicolor
+27,6.179992640385292,3.0540000000065155,4.939976041439845,1.665710028040939,Iris-virginica
+28,5.108947716173103,3.0540000000302876,4.899491322374372,1.6654274751363458,Iris-versicolor
+29,6.1808948311835215,3.054000000188919,4.956195174981795,1.666865145907528,Iris-virginica
+30,6.179514218039023,3.054000000008196,4.927348816931697,1.6654785082112804,Iris-virginica
+31,6.1935040546200435,3.0540000000092884,5.036928378747349,1.6696062236236826,Iris-virginica
+0,6.179452138398207,3.0540000001554355,4.9149619239189715,1.665701421828348,Iris-virginica
+1,5.1089477161730565,3.0540000000342133,4.899491310596624,1.665427475135542,Iris-versicolor
+2,6.179391123392572,3.054000000024311,4.910848929777693,1.6654610147105617,Iris-versicolor
+3,6.180760914518058,3.054000000119865,4.952575988523372,1.6667047000117738,Iris-virginica
+4,6.179577906136056,3.0540000012705497,4.923639415487878,1.6660493369153198,Iris-virginica
+5,5.108947716173135,3.054000000051398,4.8994913297333165,1.6654274751366314,Iris-versicolor
+6,6.1877164584694455,3.054000000128379,5.023064893454171,1.6696925982504558,Iris-virginica
+7,5.108947716173038,3.0540000000308805,4.899491302754847,1.6654274751354123,Iris-versicolor
+8,6.186021307231211,3.0540000000505487,5.015817002829789,1.668171948048001,Iris-virginica
+9,5.108947716173042,3.054000000030236,4.899491304969079,1.6654274751354357,Iris-versicolor
+10,6.180741195346369,3.0540000002452183,4.9607604165665835,1.6664680757857553,Iris-virginica
+11,6.179536241276804,3.054000000024747,4.9261834136657825,1.6655371994641717,Iris-virginica
+12,6.179367423744093,3.054000000021384,4.901797406021054,1.6654285835209341,Iris-versicolor
+13,6.191102306672318,3.054000000014691,5.078669504564712,1.6674331970275567,Iris-virginica
+14,6.189295281984923,3.054000000016869,5.019160769844704,1.6686131070965802,Iris-virginica
+15,6.179366488694911,3.05400000019724,4.899493378656914,1.665427475256458,Iris-versicolor
+16,6.188438255065135,3.0540000000108076,5.040963999304301,1.6674249953328037,Iris-virginica
+17,5.108947716173057,3.054000000029735,4.899491310891076,1.665427475135574,Iris-versicolor
+18,6.179868697425083,3.0540000038958732,4.929922550128874,1.6677854975518018,Iris-virginica
+19,6.179366490348707,3.054000000439719,4.8995099509582625,1.66542747882582,Iris-versicolor
+20,6.188386490954025,3.0540000000787924,5.0411044261377,1.6687525461031667,Iris-virginica
+21,5.108947716173048,3.054000000030994,4.899491307561096,1.6654274751354199,Iris-versicolor
+22,6.179366490856426,3.0540000001958694,4.899514386518077,1.665427477652292,Iris-versicolor
+23,6.179367968769192,3.0540000000317282,4.902118175863601,1.6654296256310004,Iris-versicolor
+24,6.1806558577319235,3.0540000000098906,4.966284926757384,1.6657890294570987,Iris-virginica
+25,6.191184442668682,3.054000000020776,5.0256450676755025,1.6695706855973242,Iris-virginica
+26,6.181159329735269,3.0540000000176937,4.966535019843781,1.6660996522561389,Iris-virginica
+27,6.192250073072054,3.0540000000147116,5.03435679672717,1.6687910207200158,Iris-virginica
+28,6.193598156988607,3.054000000007951,5.031890384749925,1.669923518545552,Iris-virginica
+29,6.1932691863298945,3.054000000013113,5.066471317926144,1.6687087429642622,Iris-virginica
+30,6.181000797264747,3.0540000000265826,4.966067357716254,1.6661014074098437,Iris-virginica
+31,6.184932912554647,3.054000000008703,5.016607247705843,1.6666759309682186,Iris-virginica
+0,6.179366488623451,3.0540000000234,4.899491432528992,1.6654274751407236,Iris-versicolor
+1,5.10894771617307,3.0540000000301446,4.899491313213642,1.6654274751359768,Iris-versicolor
+2,6.19229633783896,3.0540000000152183,5.065715416841016,1.6682731081968436,Iris-virginica
+3,6.1958393419333575,3.0540000000043253,5.040107993447661,1.6688237428739978,Iris-virginica
+4,6.186715051454599,3.0540000000418877,5.0211094360415585,1.6680260655081236,Iris-virginica
+5,6.180427478082305,3.054000000021529,4.955831200836303,1.665882008149825,Iris-virginica
+6,6.182229304780914,3.0540000011268735,4.960332513693007,1.671708085055916,Iris-virginica
+7,5.108947716173068,3.0540000000288154,4.899491312620093,1.6654274751360005,Iris-versicolor
+8,6.179366488635755,3.0540000000309235,4.8994919446702925,1.6654274751739047,Iris-versicolor
+9,6.179366488634526,3.0540000000518837,4.899491952064074,1.6654274751696856,Iris-versicolor
+10,6.190399050145138,3.054000000037077,5.0241824674256765,1.6704902236178178,Iris-virginica
+11,6.179366488623983,3.054000000029809,4.899491465192244,1.665427475142657,Iris-versicolor
+12,6.192573117713305,3.0540000000072736,5.022487114827297,1.6702736177994444,Iris-virginica
+13,5.108947716173162,3.0540000000322096,4.899491337820534,1.6654274751364058,Iris-versicolor
+14,6.18839582268858,3.054000000047526,5.007129924765708,1.6699941688222149,Iris-virginica
+15,6.179366561808989,3.054000000052771,4.89983737696648,1.6654278311841624,Iris-versicolor
+16,6.1884290864703555,3.0540000000135885,5.018499770684392,1.6682133721020325,Iris-virginica
+17,5.108947716173333,3.0540000000346468,4.899491365632436,1.665427475138667,Iris-versicolor
+18,6.192059949699627,3.054000000014667,5.034680849029751,1.669990098256325,Iris-virginica
+19,6.188613162516258,3.0540000000829277,5.017600791315145,1.6706158471294839,Iris-virginica
+20,5.1089477161730406,3.0540000000271,4.89949130504662,1.665427475135329,Iris-versicolor
+21,6.190044988728497,3.054000000042881,4.997724134714212,1.674881826691155,Iris-virginica
+22,6.193443683142867,3.0540000000077785,5.0464115298763295,1.6692229419779956,Iris-virginica
+23,6.179366504098461,3.0540000000581005,4.899596933849926,1.6654275211200171,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..10478b21efb137f8401b912c65b1aa93fe36c31e
--- /dev/null
+++ b/iris/lct_gan/0/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173402,3.054000000048779,4.899491376456595,1.6654274751399205,Iris-versicolor
+1,6.179369860111042,3.0540000000500256,4.904405665726317,1.665435504286642,Iris-versicolor
+2,6.187136265106749,3.054000000099817,5.019861378176853,1.6691121329444332,Iris-virginica
+3,5.108947716173092,3.0540000000324814,4.899491321203829,1.6654274751359996,Iris-versicolor
+4,6.179366488631548,3.0540000001014804,4.899491795273623,1.6654274751677054,Iris-versicolor
+5,6.179366488657845,3.05400000072274,4.8994923716250405,1.665427475271393,Iris-versicolor
+6,6.191644839845461,3.054000000015698,5.033977801863214,1.669953820015851,Iris-virginica
+7,6.184643090561638,3.054000000027027,4.993744782443995,1.6674918368713796,Iris-virginica
+8,6.191558162428187,3.054000000018198,5.021035458065111,1.6707147140419774,Iris-virginica
+9,6.1793664886235025,3.0540000000279917,4.899491430837107,1.6654274751421165,Iris-versicolor
+10,5.108947716173286,3.054000000036782,4.8994913603917505,1.6654274751370408,Iris-versicolor
+11,6.192326563316724,3.0540000000051926,5.028641432111924,1.668478504359466,Iris-virginica
+12,6.179366488629616,3.054000000147437,4.899491764420493,1.6654274751697493,Iris-versicolor
+13,5.108947716173071,3.0540000000332173,4.899491314600458,1.665427475135849,Iris-versicolor
+14,5.10894771617391,3.054000000041184,4.899491447181573,1.6654274751397364,Iris-versicolor
+15,5.108947716173128,3.0540000000403915,4.899491330249918,1.6654274751363423,Iris-versicolor
+16,6.1793895037106905,3.0540000000625103,4.910278122934122,1.6654636331638315,Iris-versicolor
+17,6.179366488649537,3.054000000033942,4.899492380660995,1.6654274751857112,Iris-versicolor
+18,5.108947716173045,3.054000000030434,4.899491305835877,1.6654274751354916,Iris-versicolor
+19,6.1793668778836475,3.0540000018393254,4.900298172299788,1.6654302030118309,Iris-versicolor
+20,6.179598397345815,3.0540000000068317,4.925379988140543,1.6656067515144128,Iris-virginica
+21,6.1901740197411526,3.0540000000022283,5.0294541017575085,1.6672967500765408,Iris-virginica
+22,6.179370858997658,3.054000000022825,4.905031572639317,1.6654322548651197,Iris-versicolor
+23,6.194293674834162,3.0540000000029552,5.033144495926651,1.6680151213506587,Iris-virginica
+24,6.179366489173907,3.0540000000188985,4.899501925014656,1.6654274765436499,Iris-versicolor
+25,6.179421633471682,3.054000001268598,4.915653514817304,1.6655447494824718,Iris-versicolor
+26,6.1932974694682885,3.0540000000099083,5.046413055711177,1.6692652659121627,Iris-virginica
+27,5.1089477161730725,3.054000000033417,4.899491314906152,1.6654274751360236,Iris-versicolor
+28,6.179611546481382,3.0540000000231866,4.930161477731168,1.6655767769720151,Iris-virginica
+29,5.108947716173525,3.0540000000300616,4.89949139198929,1.6654274751372231,Iris-versicolor
+30,6.188594264097986,3.054000000042603,5.016684452447789,1.6695202731416368,Iris-virginica
+31,6.1793675998558815,3.054000000038458,4.9018415510730975,1.6654290105284475,Iris-versicolor
+0,6.179367383294887,3.054000000023282,4.90160195884935,1.6654296592589752,Iris-versicolor
+1,6.179434887331088,3.054000000077068,4.916441223930937,1.665517553795372,Iris-virginica
+2,6.192843928345122,3.054000000004449,5.032955592569716,1.6678782439335276,Iris-virginica
+3,6.19536266284931,3.0540000000049337,5.0459377456491445,1.6691554866530591,Iris-virginica
+4,6.179397777621172,3.05400000008923,4.914375299827372,1.665452267850279,Iris-versicolor
+5,5.108947716173085,3.0540000000310945,4.899491318276736,1.6654274751361182,Iris-versicolor
+6,6.191895867339458,3.0540000000145966,5.042497500847192,1.6687613452710215,Iris-virginica
+7,6.179367275839609,3.0540000000986494,4.901287702140723,1.6654284453324784,Iris-versicolor
+8,6.192477206863649,3.0540000000113605,5.036563804273392,1.6697663496776074,Iris-virginica
+9,6.179366488648381,3.054000000059139,4.899492329450514,1.665427475193608,Iris-versicolor
+10,6.183526733100211,3.0540000000103134,4.980025920030049,1.6670952152622647,Iris-virginica
+11,6.183601503056872,3.0540000001860723,4.991551870109855,1.6681508074920697,Iris-virginica
+12,6.18101527400252,3.05400000001773,4.964178980756165,1.666104967982482,Iris-virginica
+13,5.108947716173066,3.054000000032866,4.899491313499351,1.665427475135834,Iris-versicolor
+14,6.181592852422864,3.054000000123116,4.966785150450708,1.6670771448616302,Iris-virginica
+15,6.179367132007731,3.054000000110679,4.900969698460097,1.665429643806185,Iris-versicolor
+16,6.179366523858845,3.054000000008348,4.899716464667721,1.6654275545440171,Iris-versicolor
+17,6.190039146372459,3.0540000000463383,5.021815910083082,1.6706356379671694,Iris-virginica
+18,5.108947716173039,3.0540000000284167,4.899491303658333,1.6654274751353684,Iris-versicolor
+19,6.190239220573971,3.0540000000286733,5.028012563031323,1.6693963013474193,Iris-virginica
+20,6.193816219093237,3.054000000008682,5.042541900139905,1.6689715110226715,Iris-virginica
+21,5.108947716173365,3.0540000000301304,4.899491373927564,1.6654274751386442,Iris-versicolor
+22,6.182564629873291,3.05400000048631,4.9674507083553,1.669968694037349,Iris-virginica
+23,6.179366492229046,3.0540000000134215,4.899531464883973,1.665427481264999,Iris-versicolor
+24,5.108947716173512,3.0540000001193444,4.899491391543019,1.6654274751410192,Iris-versicolor
+25,6.185906039219813,3.054000000028833,5.004502549718829,1.6680977508610542,Iris-virginica
+26,6.191053824180525,3.0540000000267034,5.019375900051447,1.6705688115183577,Iris-virginica
+27,5.108947716173036,3.0540000000273997,4.899491302749994,1.6654274751353377,Iris-versicolor
+28,5.108947716173074,3.0540000000299434,4.899491313941469,1.6654274751360174,Iris-versicolor
+29,5.108947716173113,3.0540000000414436,4.899491325485526,1.6654274751365052,Iris-versicolor
+30,6.179366488629854,3.054000000017564,4.899491730098145,1.6654274751608074,Iris-versicolor
+31,6.179366492484004,3.054000000230144,4.899527492947576,1.6654274839824164,Iris-versicolor
+0,6.17936648866791,3.054000000046879,4.899492905227792,1.665427475193293,Iris-versicolor
+1,5.108947716173074,3.054000000029145,4.899491314549368,1.6654274751361073,Iris-versicolor
+2,6.188104773661367,3.0540000000465266,5.021952622384105,1.6690279793678389,Iris-virginica
+3,6.179682172038515,3.054000000078825,4.931039598812974,1.6657415361571069,Iris-virginica
+4,5.1089477161730485,3.054000000027568,4.899491307969878,1.6654274751355422,Iris-versicolor
+5,6.179915720460782,3.054000000021533,4.938616907175591,1.6657797130569838,Iris-virginica
+6,6.179366512989869,3.054000000024734,4.89965382997041,1.6654274958861264,Iris-versicolor
+7,6.191780933276573,3.0540000000214436,5.0292124570435695,1.6697431159266622,Iris-virginica
+8,6.179366488721596,3.054000000043076,4.899493983694911,1.6654274752395808,Iris-versicolor
+9,6.19095242095845,3.0540000000338328,5.018803549394441,1.6707346761688797,Iris-virginica
+10,6.189913574759642,3.054000000041912,5.02012552270138,1.6705291340025914,Iris-virginica
+11,6.17936648879754,3.054000000039803,4.899495537767484,1.665427475301024,Iris-versicolor
+12,5.108947716173034,3.0540000000271306,4.899491301896973,1.6654274751353142,Iris-versicolor
+13,6.1815136128546815,3.05400000012535,4.958864623048585,1.6674656697925954,Iris-virginica
+14,5.108947716173458,3.05400000009295,4.899491383558291,1.6654274751399203,Iris-versicolor
+15,6.190563123441986,3.0540000000281764,5.033029395450362,1.6695110798046675,Iris-virginica
+16,6.188756074353343,3.0540000000279552,5.0200443532901975,1.6687823887630635,Iris-virginica
+17,6.1839216331433,3.0540000000133487,5.010645548310526,1.6665355533375068,Iris-virginica
+18,5.108947716173038,3.054000000030241,4.899491302867126,1.6654274751354194,Iris-versicolor
+19,6.179366488691684,3.05400000002124,4.899493649897928,1.6654274752100235,Iris-versicolor
+20,5.1089477161731205,3.0540000000285525,4.899491325703005,1.6654274751366906,Iris-versicolor
+21,5.108947716173296,3.0540000000344754,4.899491362832358,1.6654274751380185,Iris-versicolor
+22,6.179511274910774,3.0540000000422474,4.922610108560969,1.6655961919930022,Iris-virginica
+23,6.195178634211546,3.0540000000050767,5.057393513579357,1.6688705392919676,Iris-virginica
+24,6.179366488626703,3.054000000077097,4.899491606642831,1.6654274751542428,Iris-versicolor
+25,6.193471027878966,3.0540000000095526,5.03411311339782,1.6694082332727016,Iris-virginica
+26,6.17984795993701,3.0540000000064933,4.936163458541134,1.665713862064577,Iris-virginica
+27,6.17936648864335,3.054000000015275,4.899492214659543,1.6654274751866296,Iris-versicolor
+28,6.179366505352847,3.054000000139267,4.899592330244675,1.6654275231830615,Iris-versicolor
+29,6.191511561621232,3.054000000003673,5.024300632078505,1.6677524844100668,Iris-virginica
+30,5.108947716173388,3.05400000009865,4.899491369641254,1.6654274751397113,Iris-versicolor
+31,5.108947716173069,3.054000000033269,4.899491315123445,1.665427475135868,Iris-versicolor
+0,6.179454989700418,3.0540000000112797,4.920139530241643,1.6654770553530933,Iris-virginica
+1,6.179366488627095,3.0540000000242453,4.899491641323839,1.6654274751510794,Iris-versicolor
+2,6.190876134289908,3.0540000000202023,5.035526124015082,1.669000768852242,Iris-virginica
+3,6.192602077114869,3.054000000012161,5.021329506451292,1.6706641482416575,Iris-virginica
+4,5.108947716173037,3.0540000000284144,4.899491302806245,1.6654274751353633,Iris-versicolor
+5,6.179366488775537,3.054000000012204,4.899495172278966,1.6654274754027092,Iris-versicolor
+6,6.187452118351517,3.0540000000095153,5.058915846511435,1.6666663563088262,Iris-virginica
+7,6.182402977877459,3.0540000000306353,4.982138313308845,1.6668298053735586,Iris-virginica
+8,6.180846067031604,3.054000000004868,4.9533505935922335,1.6660764778956516,Iris-virginica
+9,6.180493091819105,3.0540000000306167,4.9507657793321425,1.6661071739428965,Iris-virginica
+10,6.189798519387695,3.0540000000403587,5.0091681649722535,1.6709983681694813,Iris-virginica
+11,6.17936648867726,3.054000000047635,4.899493165113677,1.665427475194057,Iris-versicolor
+12,6.1865801495015855,3.0540000000580085,5.03031952526694,1.6678613668477706,Iris-virginica
+13,6.179939324572654,3.0540000000570955,4.947044702750367,1.6656852444284547,Iris-virginica
+14,6.1866786489751044,3.0540000001493324,4.993396085407249,1.6719648863360212,Iris-virginica
+15,5.1089477161730805,3.0540000000298324,4.899491318226885,1.6654274751357179,Iris-versicolor
+16,6.179367375425417,3.0540000001900416,4.901375452300947,1.6654289412827266,Iris-versicolor
+17,6.191252859586034,3.054000000022425,5.02899551334459,1.670202392072579,Iris-virginica
+18,6.179366515658426,3.0540000005595735,4.899617402019134,1.6654275437855641,Iris-versicolor
+19,6.19482759506381,3.054000000005795,5.063581636860661,1.6685834779364574,Iris-virginica
+20,5.108947716173048,3.0540000000305314,4.8994913064816465,1.6654274751355955,Iris-versicolor
+21,6.183303097750454,3.0540000001187675,4.983604334180236,1.6679339651314442,Iris-virginica
+22,6.179390507383601,3.054000000016298,4.912778868540483,1.6654411213032618,Iris-versicolor
+23,6.189718521637866,3.0540000000519654,5.010905165357881,1.6715920419132835,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..84d2a07bcb987396c3bf9166c35660f7722c937e
--- /dev/null
+++ b/iris/lct_gan/0/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173097,3.054000000036876,4.899491321535469,1.665427475136222,Iris-versicolor
+1,6.179395439959791,3.0540000000264973,4.913723005429801,1.6654467595637592,Iris-versicolor
+2,6.1912168907515825,3.0540000000206815,5.045085016585375,1.6689878756681877,Iris-virginica
+3,6.180571426885298,3.054000001278987,4.954245308128011,1.6670372434463874,Iris-virginica
+4,5.108947716173283,3.0540000000582417,4.899491356238921,1.665427475138463,Iris-versicolor
+5,6.185139589036789,3.0540000001593235,4.9990514922170695,1.6689481259662515,Iris-virginica
+6,6.1794962101573825,3.054000000081513,4.922420476680428,1.6655631996889064,Iris-virginica
+7,6.179366488630808,3.054000000052508,4.899491769779308,1.6654274751622145,Iris-versicolor
+8,6.179366488660484,3.0540000000370253,4.899492867819476,1.6654274751850797,Iris-versicolor
+9,6.184283823661541,3.054000000018135,4.983885563052325,1.6675867975740652,Iris-virginica
+10,6.1806012742308605,3.0540000000945104,4.95577966638965,1.6663119831850566,Iris-virginica
+11,5.108947716173061,3.0540000000452063,4.89949131107679,1.6654274751357794,Iris-versicolor
+12,6.181612495950684,3.0540000006170613,4.964903846110345,1.6680911533713838,Iris-virginica
+13,5.1089477161730645,3.0540000000403116,4.89949131206221,1.6654274751359344,Iris-versicolor
+14,6.18145144980299,3.054000000007487,4.967819091162956,1.666086986998897,Iris-virginica
+15,6.191249055780003,3.0540000000258667,5.042968696157873,1.6695720338881601,Iris-virginica
+16,6.180784169779226,3.0540000000077363,4.958828672128331,1.6658916313411622,Iris-virginica
+17,6.179366489614773,3.0540000006425365,4.899503662034541,1.6654274772502642,Iris-versicolor
+18,5.108947716173199,3.054000000038645,4.899491343743284,1.6654274751370828,Iris-versicolor
+19,6.1793666573556205,3.054000000009758,4.9001571282829985,1.665427829224585,Iris-versicolor
+20,6.1852313433080806,3.054000000468983,4.9835580088336995,1.67358792996968,Iris-virginica
+21,6.191624960497005,3.054000000019644,5.033734368670723,1.6699767788883861,Iris-virginica
+22,5.108947716173056,3.054000000037166,4.899491309973018,1.6654274751356648,Iris-versicolor
+23,5.108947716173259,3.0540000000673357,4.899491353710801,1.6654274751380278,Iris-versicolor
+24,6.183542812128529,3.054000000553993,4.969085427778731,1.673151520118555,Iris-virginica
+25,6.194053555395364,3.054000000008052,5.056787244364089,1.6690045845234638,Iris-virginica
+26,6.18486425685365,3.0540000000671035,4.986136313282,1.6687088194326627,Iris-virginica
+27,6.179366564456503,3.0540000000507015,4.899839852637429,1.6654275443199156,Iris-versicolor
+28,6.182009275935665,3.0540000005324965,4.965495763723251,1.6690269606048298,Iris-virginica
+29,5.10894771617304,3.054000000027175,4.899491304315184,1.6654274751353513,Iris-versicolor
+30,6.185688435161474,3.054000000095303,4.998932058119675,1.668884042591899,Iris-virginica
+31,6.179366488657485,3.0540000000454692,4.899492650989319,1.6654274751747238,Iris-versicolor
+0,5.108947716175616,3.054000000074996,4.899491598204253,1.6654274751475064,Iris-versicolor
+1,5.108947716173051,3.054000000029447,4.899491308136132,1.6654274751356928,Iris-versicolor
+2,6.192288931014312,3.0540000000129095,5.035313432642728,1.6693550296184416,Iris-virginica
+3,6.179366488735007,3.0540000000593435,4.899494460901697,1.6654274752328624,Iris-versicolor
+4,6.1793665431406275,3.054000000021623,4.899781723224972,1.6654275860879169,Iris-versicolor
+5,6.1793664886266635,3.054000000053691,4.899491619018639,1.6654274751500462,Iris-versicolor
+6,6.187117464293471,3.05400000003113,5.006589679174729,1.6684204132528844,Iris-virginica
+7,6.184508320723955,3.0540000001067336,4.992604152107387,1.6687558266995017,Iris-virginica
+8,6.183015298272346,3.0540000002100185,4.96920069084398,1.6695880877660974,Iris-virginica
+9,5.108947716173035,3.0540000000287,4.899491301722773,1.6654274751353348,Iris-versicolor
+10,6.179368664718292,3.0540000000574845,4.9031587975750535,1.665429934683019,Iris-versicolor
+11,6.179366488625636,3.054000000020899,4.899491563565444,1.6654274751435252,Iris-versicolor
+12,5.108947716173264,3.054000000031049,4.899491356226988,1.6654274751366658,Iris-versicolor
+13,5.10894771617327,3.0540000000269583,4.899491353308095,1.6654274751380793,Iris-versicolor
+14,6.179366897782639,3.0540000006818624,4.900397839478358,1.6654286764501536,Iris-versicolor
+15,6.179376822951094,3.054000000050702,4.907409767599339,1.6654438707166326,Iris-versicolor
+16,6.192333629918251,3.0540000000158702,5.052320650503601,1.6690088532954475,Iris-virginica
+17,6.179702579608637,3.0540000000278233,4.930720721216691,1.6657307505441254,Iris-virginica
+18,6.186812355964126,3.0540000001086915,5.0029747075224025,1.6701430448450734,Iris-virginica
+19,6.179375376787008,3.054000004407308,4.905632993498722,1.6655045978753678,Iris-versicolor
+20,6.190510578490929,3.0540000000314667,5.026263155857422,1.6704270476684833,Iris-virginica
+21,6.185500588774109,3.0540000000525915,5.0183815309905055,1.667738077151685,Iris-virginica
+22,5.108947716173037,3.0540000000310967,4.899491302232186,1.6654274751353653,Iris-versicolor
+23,5.108947716173083,3.054000000027682,4.899491317655882,1.665427475136154,Iris-versicolor
+24,5.108947716173483,3.0540000000724663,4.899491387338257,1.6654274751402027,Iris-versicolor
+25,6.179366491744267,3.0540000000479237,4.8995258405511715,1.6654274777213667,Iris-versicolor
+26,6.179366538219858,3.0540000000369294,4.899758676752978,1.6654276311698224,Iris-versicolor
+27,6.191441312518716,3.054000000020561,5.032404866244288,1.6699099536630688,Iris-virginica
+28,6.179366489262414,3.0540000000443346,4.899502178883569,1.6654274761331203,Iris-versicolor
+29,6.194463514494588,3.054000000007179,5.058668548704452,1.669010142042889,Iris-virginica
+30,6.179402719734545,3.0540000011277293,4.912266448330184,1.6655510701692775,Iris-versicolor
+31,6.179366533771382,3.054000000091341,4.899695242533743,1.6654275413767161,Iris-versicolor
+0,6.179543361800732,3.0540000000022767,4.9236939468867895,1.6656080802803173,Iris-virginica
+1,6.194154439916617,3.0540000000058214,5.048913723931448,1.6691223091552423,Iris-virginica
+2,6.179664559914621,3.0540000000057166,4.929956818878742,1.6656230413993232,Iris-virginica
+3,5.1089477161730406,3.054000000030958,4.899491303971699,1.6654274751354503,Iris-versicolor
+4,6.182136830324206,3.054000000563443,4.967933928995541,1.6689920751088219,Iris-virginica
+5,6.179902405178858,3.0540000012656883,4.929654487835772,1.6675194193292764,Iris-virginica
+6,6.189750782179745,3.0540000000432257,5.022928581372125,1.6702874873320348,Iris-virginica
+7,6.179366515472546,3.054000000024387,4.899662505701152,1.665427554908804,Iris-versicolor
+8,5.108947716173196,3.054000000032133,4.899491342554761,1.6654274751371216,Iris-versicolor
+9,6.19356417092988,3.054000000009085,5.05325416126642,1.6688837828032532,Iris-virginica
+10,6.1931555824836355,3.0540000000077896,5.036216339160682,1.6695880306696915,Iris-virginica
+11,6.187888155413462,3.05400000001364,5.0515261157803915,1.6670156527464723,Iris-virginica
+12,6.1793664905939165,3.0540000000680005,4.899515795867683,1.6654274767308888,Iris-versicolor
+13,6.179366490488102,3.0540000000513623,4.8995137911193725,1.665427476861763,Iris-versicolor
+14,6.17961458838022,3.0540000008787627,4.925607517318782,1.6660234046455038,Iris-virginica
+15,6.192983146530382,3.0540000000118583,5.0489769835434295,1.6692841966332808,Iris-virginica
+16,6.186634581017731,3.054000000115388,4.998228010405697,1.670103950120476,Iris-virginica
+17,5.108947716173046,3.054000000033966,4.899491305901053,1.6654274751355889,Iris-versicolor
+18,6.191753846496528,3.0540000000125986,5.01049431556476,1.671877852245763,Iris-virginica
+19,5.108947716173037,3.05400000002939,4.8994913024920566,1.6654274751353793,Iris-versicolor
+20,6.179366488728182,3.054000000046197,4.899494471915032,1.6654274752389098,Iris-versicolor
+21,6.192116759988899,3.054000000017026,5.035366699287139,1.6697902192378122,Iris-virginica
+22,6.179366904034991,3.054000001179499,4.900329552604031,1.6654287886547863,Iris-versicolor
+23,6.186501998577669,3.054000000044951,5.022205160558313,1.6681255192901006,Iris-virginica
+24,6.191810793432791,3.0540000000230294,5.008213592685793,1.6717457315709678,Iris-virginica
+25,6.179366489561319,3.0540000001746543,4.899503744629017,1.6654274760566437,Iris-versicolor
+26,6.18752721284478,3.0540000001124215,5.021654146575495,1.669545621906579,Iris-virginica
+27,6.190515889596931,3.0540000000387306,5.046619668757825,1.66931277664695,Iris-virginica
+28,6.179366488627817,3.0540000000570426,4.89949166814909,1.6654274751513858,Iris-versicolor
+29,5.1089477161742956,3.0540000000569667,4.89949147372876,1.6654274751460991,Iris-versicolor
+30,6.1906791834481885,3.0540000000357073,5.041635216555358,1.6695747398499554,Iris-virginica
+31,6.179366488628399,3.0540000000316607,4.899491694680569,1.6654274751462304,Iris-versicolor
+0,5.108947716173095,3.054000000062391,4.899491320236298,1.6654274751362035,Iris-versicolor
+1,5.108947716173416,3.0540000000530014,4.899491378704616,1.66542747513918,Iris-versicolor
+2,6.1885204398639955,3.0540000000114493,5.005245781371981,1.6685519474660273,Iris-virginica
+3,6.193726479667882,3.0540000000111793,5.074394853224012,1.6683944908729813,Iris-virginica
+4,6.193647390341671,3.054000000008465,5.05431940660674,1.668917469274743,Iris-virginica
+5,6.179374886611954,3.054000000101161,4.9076970427483495,1.6654378993518175,Iris-versicolor
+6,6.18720558556747,3.054000000055906,5.014463499771603,1.6689443380275695,Iris-virginica
+7,6.186895960915642,3.05400000011041,4.995648867998915,1.6712303043727663,Iris-virginica
+8,6.179430052828309,3.0540000000119685,4.9153731833112015,1.6655139834857575,Iris-virginica
+9,5.108947716173074,3.0540000000311824,4.899491314773838,1.6654274751360254,Iris-versicolor
+10,6.179978645615748,3.0540000000830463,4.937850928701701,1.6660621328315686,Iris-virginica
+11,6.181790853738327,3.05400000000578,4.966268980532536,1.666263906278233,Iris-virginica
+12,5.1089477161730565,3.0540000000353116,4.89949131026042,1.6654274751356268,Iris-versicolor
+13,5.108947716173301,3.0540000000336627,4.899491364326111,1.665427475138235,Iris-versicolor
+14,5.108947716173051,3.054000000045012,4.899491307709679,1.665427475135656,Iris-versicolor
+15,6.182802824402181,3.054000001422202,4.9664003899321205,1.6731190110565155,Iris-virginica
+16,6.179366488641323,3.054000000058688,4.899492105280296,1.6654274751673652,Iris-versicolor
+17,5.108947716173037,3.05400000002994,4.899491302256177,1.6654274751353626,Iris-versicolor
+18,6.180989646242832,3.054000000202574,4.954049006973432,1.6671984011100125,Iris-virginica
+19,6.192330583248098,3.054000000016699,5.011757169024755,1.671567468028132,Iris-virginica
+20,6.1793664893902855,3.0540000000758556,4.89950273448236,1.6654274764412496,Iris-versicolor
+21,6.193172871116693,3.0540000000104097,5.054394485185373,1.6690235123897614,Iris-virginica
+22,6.187104896256204,3.054000000006646,5.00812533189462,1.6674962237105735,Iris-virginica
+23,6.179366490426012,3.054000000019253,4.89951356690154,1.6654274775419367,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..faa85c3bd578e6305deff529dda6d979cbde4266
--- /dev/null
+++ b/iris/lct_gan/0/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.190915898564249,3.0540000000327012,5.010352938211291,1.6712639920677508,Iris-virginica
+1,6.179398738798872,3.054000000011484,4.912941172969031,1.6654498356134952,Iris-virginica
+2,6.179565954796769,3.0540000000864596,4.929227069602363,1.6655746342637123,Iris-virginica
+3,6.185786005993198,3.0540000000076835,5.028762098133356,1.6666470696527937,Iris-virginica
+4,6.179366488876777,3.054000000113135,4.899496737598843,1.6654274757627996,Iris-versicolor
+5,6.19032501187734,3.0540000000343945,5.026065297600887,1.6702933079027573,Iris-virginica
+6,6.184527538449991,3.054000000061727,4.984721607987509,1.6688698529116055,Iris-virginica
+7,5.108947716173534,3.0540000000368637,4.899491398316305,1.6654274751401714,Iris-versicolor
+8,5.108947716173131,3.0540000000616425,4.899491328831446,1.6654274751365439,Iris-versicolor
+9,5.108947716173198,3.0540000000495255,4.899491342098017,1.6654274751375133,Iris-versicolor
+10,6.193283631868929,3.0540000000080756,5.06496458102731,1.668181553906501,Iris-virginica
+11,6.180157943200042,3.0540000009257464,4.940587907467363,1.6670259554869944,Iris-virginica
+12,6.179366491572937,3.054000000229111,4.899519288040238,1.6654274799244972,Iris-versicolor
+13,6.179366488623386,3.0540000000299683,4.899491422126236,1.665427475141983,Iris-versicolor
+14,6.179366489125433,3.0540000000422776,4.899500042074478,1.6654274761245456,Iris-versicolor
+15,5.108947716173041,3.0540000000273912,4.899491304872594,1.6654274751354572,Iris-versicolor
+16,6.189200927237734,3.054000000023359,5.052815121049137,1.6679197658671114,Iris-virginica
+17,6.192678126742711,3.054000000006722,5.069558507056557,1.6677152245192475,Iris-virginica
+18,5.108947716173217,3.054000000037487,4.899491346542199,1.6654274751377396,Iris-versicolor
+19,5.1089477161730406,3.0540000000321466,4.8994913036466174,1.6654274751354523,Iris-versicolor
+20,6.179366523075626,3.0540000000723198,4.899685930492934,1.6654275079657659,Iris-versicolor
+21,6.194454513919833,3.054000000004939,5.051248551413307,1.6689698250473795,Iris-virginica
+22,6.179366507946109,3.054000000049089,4.8996067512453605,1.6654275009676174,Iris-versicolor
+23,6.179400128164015,3.054000001089158,4.910461245002872,1.6656002532170024,Iris-versicolor
+24,6.191377158150864,3.0540000000326946,5.016283870772785,1.6705503481721031,Iris-virginica
+25,6.194398011783469,3.0540000000055785,5.042149597994978,1.6688755894690455,Iris-virginica
+26,6.188976086466307,3.0540000000399012,5.035215228911356,1.6688454739698961,Iris-virginica
+27,6.185438076958861,3.054000000156988,4.996415249818491,1.6696755256095097,Iris-virginica
+28,6.179366488803337,3.0540000001918735,4.899495179791164,1.6654274755342215,Iris-versicolor
+29,6.179366488688418,3.054000000042296,4.899493565238188,1.6654274752430198,Iris-versicolor
+30,6.1916518548557775,3.054000000014572,5.026421817667941,1.6704056038898547,Iris-virginica
+31,5.108947716173329,3.054000000036551,4.899491365651377,1.6654274751371663,Iris-versicolor
+0,6.196383620841527,3.0540000000038683,5.0416367799107356,1.6685091849091154,Iris-virginica
+1,6.179699589388158,3.0540000000503897,4.928243490820235,1.665825477865253,Iris-virginica
+2,6.1798530870750294,3.0540000013345807,4.9331758520215345,1.666655466290989,Iris-virginica
+3,6.190347291611457,3.0540000000368983,5.036438460692672,1.6694897449170412,Iris-virginica
+4,6.179385199873788,3.054000000020293,4.911471203061956,1.6654392179768969,Iris-versicolor
+5,6.179366887412747,3.054000000018788,4.900768857419211,1.6654278039543673,Iris-versicolor
+6,6.187063345810483,3.0540000000060354,5.008850516173298,1.6672713056751192,Iris-virginica
+7,5.108947716174217,3.0540000000486414,4.899491476821298,1.6654274751447442,Iris-versicolor
+8,6.182231566950932,3.0540000000671057,4.971870532876324,1.6672920832610434,Iris-virginica
+9,6.179393105514691,3.0540000004770658,4.91062336651884,1.6655011650495648,Iris-versicolor
+10,6.181592609281854,3.0540000000388106,4.9657492211504195,1.6667419608202139,Iris-virginica
+11,6.179366493973838,3.054000000028084,4.899544622989695,1.6654274844358197,Iris-versicolor
+12,6.179366915483076,3.0540000000366168,4.9006695383314876,1.6654282127017146,Iris-versicolor
+13,6.180821125295585,3.0540000014207354,4.9521015101664,1.66828395141602,Iris-virginica
+14,5.108947716173046,3.054000000034196,4.899491306061645,1.6654274751355478,Iris-versicolor
+15,5.108947716173043,3.0540000000302605,4.899491305147581,1.6654274751354947,Iris-versicolor
+16,6.187058832973892,3.054000000041329,5.014359880577204,1.66847949946825,Iris-virginica
+17,6.179886219395079,3.0540000015675615,4.93133516052716,1.667163842287011,Iris-virginica
+18,6.179366488629024,3.054000000019093,4.899491736663254,1.6654274751573754,Iris-versicolor
+19,6.179366488633556,3.05400000006233,4.899491874762715,1.6654274751664604,Iris-versicolor
+20,6.181854433979664,3.054000000544318,4.965250979791715,1.6685926380351621,Iris-virginica
+21,5.108947716174763,3.0540000000783625,4.899491527495294,1.6654274751479479,Iris-versicolor
+22,5.108947716173036,3.054000000029916,4.899491301893818,1.6654274751353577,Iris-versicolor
+23,5.1089477161732,3.0540000000327177,4.899491344277282,1.6654274751375886,Iris-versicolor
+24,6.188660053349479,3.0540000000845033,5.006791527114187,1.6716275301842023,Iris-virginica
+25,6.179366503049112,3.0540000014075135,4.899573569882439,1.6654275504284453,Iris-versicolor
+26,6.191194010746756,3.0540000000128016,5.024065228279231,1.6692292878356498,Iris-virginica
+27,5.108947716173036,3.05400000002992,4.899491302110948,1.6654274751353366,Iris-versicolor
+28,6.179373740790197,3.0540000000928966,4.906344364360126,1.66544804569853,Iris-versicolor
+29,5.108947716173053,3.0540000000377536,4.8994913089952545,1.6654274751355744,Iris-versicolor
+30,6.19320242451436,3.0540000000102414,5.045310990225014,1.66928443521469,Iris-virginica
+31,5.108947716173049,3.054000000031785,4.89949130745503,1.665427475135566,Iris-versicolor
+0,6.1933344589721,3.054000000005264,5.035715027372016,1.6681480536100766,Iris-virginica
+1,5.108947716173062,3.0540000000291343,4.899491312598776,1.665427475135596,Iris-versicolor
+2,5.108947716173077,3.054000000062413,4.899491315925392,1.6654274751359979,Iris-versicolor
+3,5.108947716173226,3.0540000000873886,4.899491346400083,1.665427475138086,Iris-versicolor
+4,6.1793664886722075,3.0540000001210763,4.899493072188879,1.6654274752702056,Iris-versicolor
+5,6.179366488926462,3.0540000000796876,4.899497040074521,1.6654274757617333,Iris-versicolor
+6,5.108947716173047,3.0540000000400247,4.899491306307168,1.6654274751355407,Iris-versicolor
+7,6.190319719595158,3.0540000000154692,5.013930845834335,1.669254478361982,Iris-virginica
+8,6.191644105019296,3.0540000000201797,5.048288494342165,1.6691620963776737,Iris-virginica
+9,6.196000448735583,3.054000000003592,5.0491167975415205,1.6689638662217892,Iris-virginica
+10,5.108947716173049,3.0540000000302734,4.8994913075113535,1.6654274751356113,Iris-versicolor
+11,6.188009667355728,3.0540000000205234,5.01237963460173,1.6685026320769907,Iris-virginica
+12,6.189425856550833,3.0540000000544696,5.026811868581125,1.6698159599287958,Iris-virginica
+13,6.179366488672788,3.054000000113504,4.8994929599589705,1.6654274752314946,Iris-versicolor
+14,6.183677377692904,3.0540000000175977,5.006193737538484,1.6665768892999409,Iris-virginica
+15,6.179377407313335,3.0540000000039416,4.9078666417930865,1.6654529826912239,Iris-versicolor
+16,6.179366488689662,3.054000000055435,4.899493594762933,1.6654274752843354,Iris-versicolor
+17,6.190133508788612,3.0540000000128864,5.062620861180065,1.6675831170989752,Iris-virginica
+18,6.186523618780902,3.0540000001584144,4.989059275056753,1.6722845479039041,Iris-virginica
+19,6.179462229164093,3.0540000000159457,4.920569829739012,1.6654879540692111,Iris-virginica
+20,6.179370107644141,3.0540000002657393,4.904126696293587,1.6654365304065482,Iris-versicolor
+21,5.1089477161733186,3.054000000035754,4.8994913619042,1.6654274751385023,Iris-versicolor
+22,5.108947716173051,3.054000000032496,4.89949130749499,1.6654274751357303,Iris-versicolor
+23,6.193050615284942,3.0540000000081706,5.0486737801481585,1.669087215665185,Iris-virginica
+24,6.192341117615608,3.054000000015735,5.048021510764273,1.6692339575059674,Iris-virginica
+25,6.186314169619767,3.0540000000777097,4.995762317571925,1.669889181175038,Iris-virginica
+26,6.179411645664902,3.054000000258021,4.913631420945094,1.665535388373832,Iris-versicolor
+27,6.179999349552104,3.0540000015423967,4.938403199622242,1.6667806306863788,Iris-virginica
+28,6.179366488755483,3.054000000050954,4.899494814600355,1.6654274753075287,Iris-versicolor
+29,5.108947716173049,3.05400000003524,4.899491307155088,1.6654274751356426,Iris-versicolor
+30,6.195025388794367,3.054000000003973,5.042068603679597,1.669037540568793,Iris-virginica
+31,6.179366867548691,3.0540000022007088,4.900221757003452,1.6654289367971777,Iris-versicolor
+0,6.193068099127986,3.054000000007112,5.031207548641704,1.6698169534062537,Iris-virginica
+1,6.179366707140759,3.0540000000235126,4.900278444464848,1.6654276785178637,Iris-versicolor
+2,6.1806500522392005,3.0540000009961217,4.94517167168666,1.6685458324409843,Iris-virginica
+3,5.108947716173048,3.054000000036213,4.899491306260668,1.6654274751356084,Iris-versicolor
+4,6.185613063191158,3.0540000001203595,5.008342388155187,1.6688050309544629,Iris-virginica
+5,6.180035657302466,3.0540000000915626,4.945711964178301,1.6658508030524384,Iris-virginica
+6,6.186106546369189,3.0540000000525187,5.014123176066257,1.6681016376988673,Iris-virginica
+7,5.108947716173059,3.0540000000341956,4.899491310295595,1.6654274751358031,Iris-versicolor
+8,5.1089477161730885,3.054000000053147,4.89949131879728,1.6654274751360645,Iris-versicolor
+9,5.108947716173054,3.054000000040387,4.899491308491301,1.6654274751356848,Iris-versicolor
+10,6.1793664915223925,3.0540000016362674,4.8995162096484615,1.6654274870978167,Iris-versicolor
+11,6.179366488803403,3.054000000315931,4.8994950961173,1.6654274754599723,Iris-versicolor
+12,6.192382813074462,3.0540000000136875,5.048106744899436,1.6693058879656109,Iris-virginica
+13,6.179366490484312,3.054000000054356,4.899514999525904,1.6654274763935941,Iris-versicolor
+14,5.108947716173556,3.0540000000262952,4.899491395811957,1.6654274751401343,Iris-versicolor
+15,5.108947716173064,3.0540000000327847,4.899491311746536,1.6654274751358424,Iris-versicolor
+16,5.108947716173585,3.05400000004836,4.899491400985407,1.6654274751391471,Iris-versicolor
+17,5.108947716173801,3.054000000083415,4.899491426854828,1.6654274751431022,Iris-versicolor
+18,6.179368218346678,3.054000004401604,4.901531830440098,1.665440354563373,Iris-versicolor
+19,6.195061052264625,3.0540000000046508,5.057602815597254,1.6688374655872595,Iris-virginica
+20,6.19292025405566,3.054000000006307,5.029804543498856,1.669802454589707,Iris-virginica
+21,6.184796229659092,3.054000000181836,4.981582246561448,1.6707511978295115,Iris-virginica
+22,5.108947716173034,3.0540000000280543,4.899491301733602,1.6654274751353253,Iris-versicolor
+23,5.108947716173053,3.0540000000306238,4.899491308029594,1.6654274751356795,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..9389496c0cf3b397e224379a8d9fffdfa6e8d58a
--- /dev/null
+++ b/iris/lct_gan/0/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492573038,3.054000000478238,4.899523367124492,1.6654274801947953,Iris-versicolor
+1,6.190422498350463,3.0540000000289713,5.0327737430722435,1.6693104870810842,Iris-virginica
+2,6.181406354727355,3.0540000000134886,4.962127120597573,1.6663426944240238,Iris-virginica
+3,5.10894771617345,3.054000000022403,4.899491387045176,1.665427475139082,Iris-versicolor
+4,5.1089477161730725,3.054000000046208,4.899491314071835,1.6654274751360394,Iris-versicolor
+5,6.191869247669024,3.0540000000170733,5.033714095078192,1.6700226350509044,Iris-virginica
+6,6.179447207276287,3.054000000005263,4.917321726002981,1.6655189665809311,Iris-virginica
+7,6.179366489274682,3.0540000022847464,4.899499998482207,1.6654274780817642,Iris-versicolor
+8,6.179388507472535,3.054000000028125,4.908821859745317,1.6654907392012903,Iris-virginica
+9,6.18149176990291,3.0540000000247205,4.973787068993468,1.6662145854854293,Iris-virginica
+10,6.179756590464691,3.0540000000811034,4.928469108014848,1.6661091079816794,Iris-virginica
+11,6.193169883009536,3.0540000000083083,5.034998835513468,1.6696782503315526,Iris-virginica
+12,6.179366648794685,3.054000000018934,4.900147556688556,1.6654280527286758,Iris-versicolor
+13,5.108947716173052,3.0540000000352876,4.899491308899235,1.665427475135493,Iris-versicolor
+14,6.186840014430563,3.054000000030801,5.0229076699306,1.6677498973311446,Iris-virginica
+15,6.179366501932646,3.0540000000134566,4.899592626873038,1.6654274932148416,Iris-versicolor
+16,5.108947716173044,3.0540000000288203,4.899491306014067,1.6654274751354834,Iris-versicolor
+17,6.179366488639196,3.0540000000249163,4.8994921665295905,1.6654274751557199,Iris-versicolor
+18,6.192277401075869,3.0540000000171963,5.066201870500177,1.6685143378597234,Iris-virginica
+19,6.179366644837098,3.054000000695798,4.899923972051354,1.665428023621945,Iris-versicolor
+20,6.182158684430833,3.0540000000721355,4.970726625746846,1.6672172979811186,Iris-virginica
+21,6.1794427862929675,3.0540000000158773,4.917766230147307,1.665496502949619,Iris-virginica
+22,6.181364822931159,3.05400000003222,4.9617608014190155,1.6665687962922744,Iris-virginica
+23,6.181867498930924,3.054000000396413,4.962637174669509,1.6687471445792785,Iris-virginica
+24,6.179366488757467,3.054000000022724,4.899494833704512,1.665427475325803,Iris-versicolor
+25,6.186111416161185,3.0540000000621688,5.01252797826676,1.668332183808591,Iris-virginica
+26,6.194235063035582,3.0540000000078074,5.028334051431086,1.669619116399905,Iris-virginica
+27,6.182463638683723,3.0540000010722923,4.974345931020278,1.6695149028168559,Iris-virginica
+28,6.179366489636393,3.0540000000282235,4.899506480826881,1.6654274772543878,Iris-versicolor
+29,6.179367100586741,3.0540000001439838,4.900928316052425,1.665428415737415,Iris-versicolor
+30,6.180276460499102,3.054000000033179,4.9486736189986384,1.6659536235596586,Iris-virginica
+31,6.179366488633566,3.0540000000287466,4.8994919345217935,1.6654274751504914,Iris-versicolor
+0,5.108947716173056,3.0540000000347662,4.899491309400235,1.6654274751358,Iris-versicolor
+1,6.179366488623783,3.0540000000883736,4.899491462516225,1.6654274751474676,Iris-versicolor
+2,5.1089477161732395,3.0540000000295433,4.899491352593444,1.6654274751377054,Iris-versicolor
+3,6.185103820641163,3.0540000002494496,4.9888918084287495,1.6706509924141375,Iris-virginica
+4,6.18994437540969,3.0540000000501593,5.027489576883708,1.6701132890532797,Iris-virginica
+5,6.180050906252602,3.054000000004509,4.944413713225856,1.6656693393070459,Iris-virginica
+6,6.179366489969253,3.0540000002202943,4.899508123081323,1.6654274773467623,Iris-versicolor
+7,6.184559260770048,3.0540000000309204,5.006181518352856,1.6672921613607696,Iris-virginica
+8,6.18291088498199,3.05400000004954,4.99620961855902,1.6667072292805853,Iris-virginica
+9,6.181287016064846,3.0540000003286085,4.955299328576724,1.6679956471941086,Iris-virginica
+10,6.193121805578466,3.0540000000107574,5.031375453009213,1.6697052442886398,Iris-virginica
+11,6.179754233304098,3.054000000265936,4.928011123057105,1.666284236473036,Iris-virginica
+12,6.1793664886375765,3.0540000000721963,4.899492003441586,1.6654274751760145,Iris-versicolor
+13,6.179366492649858,3.0540000000935335,4.899529208214074,1.6654274828376165,Iris-versicolor
+14,6.190269264785318,3.05400000003813,5.047964642149072,1.6688205554671536,Iris-virginica
+15,6.179373197458684,3.054000000460869,4.905886264495762,1.6654458220850665,Iris-versicolor
+16,5.108947716173054,3.0540000000331102,4.899491308697639,1.665427475135672,Iris-versicolor
+17,5.108947716173047,3.0540000000304968,4.899491306704511,1.6654274751355744,Iris-versicolor
+18,5.108947716173218,3.0540000000330947,4.899491348292463,1.6654274751369993,Iris-versicolor
+19,6.1936034527566814,3.054000000006393,5.044883381262249,1.6692534730574116,Iris-virginica
+20,6.1826045834316,3.054000001234368,4.97115373443589,1.6706606090801714,Iris-virginica
+21,6.19134314699371,3.0540000000210337,5.012732227520077,1.6716690050132517,Iris-virginica
+22,6.191935140800117,3.0540000000130005,5.036423927741085,1.669146084506378,Iris-virginica
+23,6.192478820134755,3.0540000000093803,5.027768254359822,1.6701252217942246,Iris-virginica
+24,6.193285052718762,3.0540000000056375,5.03343235342554,1.6695882407028981,Iris-virginica
+25,5.108947716173149,3.0540000000362704,4.899491335356088,1.665427475136376,Iris-versicolor
+26,6.192587305296286,3.0540000000158516,5.018405556635942,1.6709143977092167,Iris-virginica
+27,6.179366488669436,3.0540000000936924,4.899492927441675,1.665427475230556,Iris-versicolor
+28,6.181215485373906,3.0540000002735614,4.95867028546836,1.6674797161201274,Iris-virginica
+29,5.108947716173037,3.05400000002999,4.899491302352612,1.6654274751353653,Iris-versicolor
+30,6.17936649071356,3.0540000001279215,4.899516133773818,1.6654274786594334,Iris-versicolor
+31,5.10894771617323,3.0540000000283833,4.89949135086794,1.6654274751376168,Iris-versicolor
+0,5.10894771617337,3.054000000048311,4.899491375344056,1.6654274751396718,Iris-versicolor
+1,5.108947716173041,3.0540000000304808,4.8994913045760375,1.6654274751354534,Iris-versicolor
+2,6.186671880068808,3.054000000057678,5.025296201796375,1.6680917265785131,Iris-virginica
+3,6.184376989022167,3.0540000000467997,5.01878087448805,1.6669355727945039,Iris-virginica
+4,6.194252555244769,3.054000000007219,5.055461431456345,1.669017852912469,Iris-virginica
+5,5.108947716173048,3.0540000000336263,4.899491307113751,1.6654274751355898,Iris-versicolor
+6,6.179366489315475,3.0540000000505554,4.899501991938174,1.6654274762007175,Iris-versicolor
+7,5.108947716173079,3.054000000028538,4.899491315710404,1.665427475136113,Iris-versicolor
+8,6.180136179203738,3.054000000005271,4.95873047465038,1.6655898504940467,Iris-virginica
+9,6.184606305331134,3.054000000144588,4.989644176330725,1.668743686372339,Iris-virginica
+10,5.108947716173116,3.0540000000308636,4.899491328361066,1.6654274751362368,Iris-versicolor
+11,5.108947716173105,3.054000000035321,4.899491324195354,1.665427475136176,Iris-versicolor
+12,6.179375774707098,3.0540000004930294,4.907345554340577,1.6654501614341977,Iris-versicolor
+13,6.183778349361472,3.0540000000587058,5.004305935893174,1.6669883810561548,Iris-virginica
+14,6.191218608599468,3.0540000000035503,5.029446722720128,1.6677058864021068,Iris-virginica
+15,6.179366488763606,3.0540000001248497,4.899494655961769,1.6654274753413643,Iris-versicolor
+16,5.108947716173065,3.0540000000268184,4.899491313752538,1.6654274751354485,Iris-versicolor
+17,6.179366488623984,3.0540000000343843,4.899491459202634,1.6654274751438354,Iris-versicolor
+18,5.108947716173046,3.054000000033683,4.899491306003543,1.6654274751355584,Iris-versicolor
+19,5.108947716173311,3.054000000042134,4.899491362647913,1.6654274751372418,Iris-versicolor
+20,6.187980535751069,3.0540000001185477,5.004278683482239,1.6714089427127221,Iris-virginica
+21,6.179403534943216,3.0540000000104004,4.9123410836975685,1.6654662175822905,Iris-virginica
+22,6.179616997850989,3.0540000010119455,4.925674056850346,1.6660554110042791,Iris-virginica
+23,5.1089477161731,3.054000000028101,4.8994913211823,1.6654274751364195,Iris-versicolor
+24,6.179366566309819,3.054000000098425,4.899827357666142,1.6654275773277794,Iris-versicolor
+25,6.195444663593039,3.054000000003947,5.053666349291744,1.6689601423126477,Iris-virginica
+26,5.108947716173053,3.054000000028555,4.899491309405039,1.6654274751354987,Iris-versicolor
+27,5.108947716173036,3.054000000028382,4.899491302469892,1.6654274751353402,Iris-versicolor
+28,5.108947716173329,3.054000000036435,4.899491363642084,1.6654274751381364,Iris-versicolor
+29,6.18964387752193,3.0540000000359875,5.014759949471644,1.6700893676984783,Iris-virginica
+30,6.179372632634464,3.0540000000507566,4.9066971980352,1.665434221575425,Iris-versicolor
+31,6.17936651624241,3.0540000000499727,4.899645010667461,1.6654275246054155,Iris-versicolor
+0,6.190449371096701,3.0540000000120737,5.040213713791688,1.6681655516192448,Iris-virginica
+1,6.179366488625491,3.054000000036079,4.899491551482002,1.6654274751488034,Iris-versicolor
+2,5.108947716173037,3.0540000000279193,4.899491302800667,1.6654274751353595,Iris-versicolor
+3,5.108947716173046,3.0540000000302236,4.899491307076273,1.6654274751353988,Iris-versicolor
+4,5.108947716173089,3.0540000000391236,4.899491319716041,1.66542747513628,Iris-versicolor
+5,5.108947716174123,3.0540000000830343,4.899491459108265,1.6654274751432017,Iris-versicolor
+6,6.179375476327626,3.0540000002190504,4.907398553651219,1.665445820246639,Iris-versicolor
+7,5.1089477161732235,3.054000000063091,4.899491347547075,1.6654274751382339,Iris-versicolor
+8,6.179366548551432,3.054000000408824,4.899728206712402,1.6654276198352738,Iris-versicolor
+9,5.108947716173245,3.0540000000276883,4.899491349612033,1.6654274751378773,Iris-versicolor
+10,6.179366787500541,3.054000000013293,4.900485823946469,1.6654277823678507,Iris-versicolor
+11,6.189451753247137,3.054000000022664,5.047712529207528,1.6680861297033514,Iris-virginica
+12,5.108947716173792,3.0540000000320426,4.899491429573501,1.6654274751402438,Iris-versicolor
+13,5.108947716173042,3.054000000030925,4.899491304672468,1.6654274751354743,Iris-versicolor
+14,6.184550342810948,3.054000000054993,4.988340600589865,1.6682171971533781,Iris-virginica
+15,5.108947716173164,3.054000000060623,4.899491334688977,1.6654274751369236,Iris-versicolor
+16,6.179373059641332,3.054000000457581,4.906101437694777,1.6654408459994963,Iris-versicolor
+17,5.108947716173047,3.0540000000345042,4.899491306034907,1.665427475135601,Iris-versicolor
+18,6.179366489135044,3.0540000000585117,4.899500205055039,1.6654274762006727,Iris-versicolor
+19,6.184428900237945,3.0540000000522682,4.991101661281757,1.668158703313221,Iris-virginica
+20,6.18661059249905,3.0540000000391085,5.020640604524209,1.6680865726083263,Iris-virginica
+21,5.1089477161731365,3.054000000043694,4.89949133252333,1.665427475136638,Iris-versicolor
+22,6.179366488633146,3.054000000055133,4.899491874880177,1.6654274751552154,Iris-versicolor
+23,6.179366488922294,3.054000000027036,4.8994980791062295,1.6654274754160572,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..8724699d93fa2b38b02d95e25b1b0f54ca8360b5
--- /dev/null
+++ b/iris/lct_gan/0/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.188573753105787,3.0540000000962806,4.994975649652974,1.6736696961008561,Iris-virginica
+1,6.179366488628389,3.054000000078633,4.89949168433751,1.6654274751515599,Iris-versicolor
+2,6.1870618120177285,3.054000000087412,4.997567380197253,1.6701920555840029,Iris-virginica
+3,5.108947716173059,3.0540000000366967,4.899491310394221,1.6654274751358138,Iris-versicolor
+4,5.108947716174208,3.054000000031936,4.8994914759065695,1.6654274751408045,Iris-versicolor
+5,6.179416893736161,3.054000000026838,4.91533162463521,1.6654866660800813,Iris-virginica
+6,6.17936650866357,3.0540000003367216,4.899593793752942,1.6654275034214376,Iris-versicolor
+7,6.193691549629432,3.054000000006538,5.047343364722184,1.669101208362879,Iris-virginica
+8,5.108947716173046,3.054000000030802,4.899491306302854,1.665427475135568,Iris-versicolor
+9,6.1944411057824444,3.0540000000067624,5.047699559611319,1.6691620466222346,Iris-virginica
+10,6.193992821385354,3.054000000008492,5.057806752179495,1.668919545952582,Iris-virginica
+11,5.108947716173483,3.0540000000271648,4.899491386135564,1.665427475139719,Iris-versicolor
+12,5.108947716173046,3.0540000000304746,4.899491306155589,1.6654274751355655,Iris-versicolor
+13,5.108947716173118,3.054000000036678,4.899491328043154,1.6654274751362106,Iris-versicolor
+14,6.179366488625919,3.0540000000253444,4.899491559746703,1.665427475150614,Iris-versicolor
+15,5.108947716173109,3.054000000028677,4.899491324728598,1.6654274751365885,Iris-versicolor
+16,6.1941255683595475,3.05400000000743,5.052259742178106,1.6691991250280502,Iris-virginica
+17,6.18843248242695,3.0540000000646623,5.027100726627454,1.6693130282789663,Iris-virginica
+18,5.108947716173039,3.0540000000271896,4.899491303698003,1.665427475135363,Iris-versicolor
+19,6.181067889542903,3.054000000009914,4.961751733957828,1.6660800449935933,Iris-virginica
+20,6.184184614808872,3.054000000007559,4.997346521856409,1.6667337876736639,Iris-virginica
+21,5.10894771617304,3.0540000000307455,4.899491303660145,1.6654274751354246,Iris-versicolor
+22,6.179366643221341,3.0540000000744225,4.9000536782241095,1.6654276993636672,Iris-versicolor
+23,5.108947716173065,3.054000000033912,4.89949131314248,1.665427475135939,Iris-versicolor
+24,6.185002026999114,3.0540000000429783,4.997970100542414,1.6676370801354299,Iris-virginica
+25,6.179366488626492,3.0540000000713343,4.899491582849539,1.6654274751513036,Iris-versicolor
+26,6.179366488625006,3.0540000000258822,4.8994915390580305,1.6654274751450788,Iris-versicolor
+27,6.19407842096463,3.054000000007231,5.046690182338757,1.669100194901679,Iris-virginica
+28,5.108947716173114,3.0540000000317638,4.899491326767904,1.665427475136232,Iris-versicolor
+29,6.179755855028494,3.05400000268513,4.9274713183323415,1.6671490928580266,Iris-virginica
+30,6.179366488631314,3.0540000000867957,4.899491810534467,1.6654274751594689,Iris-versicolor
+31,6.179376279653623,3.0540000004081858,4.906640719477166,1.6654674866168155,Iris-versicolor
+0,6.179463313723329,3.05400000056782,4.9159360162606704,1.665794080959629,Iris-virginica
+1,6.179702771942763,3.0540000013906856,4.9269254352818725,1.6665458458822422,Iris-virginica
+2,5.108947716173075,3.0540000000376826,4.899491315014603,1.6654274751360092,Iris-versicolor
+3,5.108947716173357,3.054000000026335,4.899491371528046,1.6654274751393363,Iris-versicolor
+4,6.179454638039213,3.0540000002247525,4.918094308089984,1.665599263728646,Iris-virginica
+5,5.108947716173094,3.054000000031907,4.8994913206269075,1.6654274751361653,Iris-versicolor
+6,6.179366715918787,3.054000000018321,4.900319602628733,1.665428089571161,Iris-versicolor
+7,5.108947716175041,3.054000000097809,4.899491539282792,1.6654274751492413,Iris-versicolor
+8,5.10894771617509,3.0540000003133363,4.89949152768265,1.6654274751568465,Iris-versicolor
+9,6.179387752221218,3.0540000000447662,4.912740377167742,1.6654404277786803,Iris-versicolor
+10,6.185046559277386,3.054000000109095,4.985416688295044,1.6699680639377297,Iris-virginica
+11,5.108947716173166,3.054000000061348,4.899491335608771,1.6654274751370448,Iris-versicolor
+12,6.19149882138087,3.054000000021272,5.014248732263308,1.671179097053546,Iris-virginica
+13,6.17936648862483,3.054000000047392,4.899491517624776,1.6654274751459308,Iris-versicolor
+14,5.108947716173038,3.0540000000296574,4.899491302585897,1.6654274751353915,Iris-versicolor
+15,6.1863486186050345,3.0540000000011642,4.997932736348899,1.6669421510141376,Iris-virginica
+16,6.191517048416222,3.054000000025379,5.004365468465937,1.6730550475846147,Iris-virginica
+17,5.108947716173089,3.054000000041479,4.899491318422363,1.6654274751363107,Iris-versicolor
+18,5.1089477161730965,3.054000000028316,4.89949132340296,1.665427475135797,Iris-versicolor
+19,5.108947716173251,3.054000000061985,4.899491353296495,1.6654274751381792,Iris-versicolor
+20,6.1919216141423785,3.054000000012532,5.020884512976734,1.6693186669568536,Iris-virginica
+21,6.194492837823342,3.0540000000071994,5.065249261788072,1.6687916771247648,Iris-virginica
+22,6.183018575360001,3.0540000003020515,4.984798318709156,1.6680769430956013,Iris-virginica
+23,6.18405599826885,3.0540000000028242,4.988460578734931,1.6665200285189425,Iris-virginica
+24,5.10894771617304,3.0540000000316407,4.899491303250632,1.665427475135446,Iris-versicolor
+25,6.179366488719374,3.0540000000404177,4.899494262291252,1.6654274752313423,Iris-versicolor
+26,6.19196911012656,3.0540000000122722,5.0405842165092345,1.6688910442425549,Iris-virginica
+27,6.179366489666937,3.054000000058174,4.899506313300528,1.6654274767939101,Iris-versicolor
+28,5.108947716173038,3.054000000031043,4.899491302628403,1.6654274751354112,Iris-versicolor
+29,6.191778876599925,3.0540000000162295,5.031922702432282,1.6700284951812794,Iris-virginica
+30,6.179366489549477,3.0540000000627647,4.899505521366374,1.6654274764135015,Iris-versicolor
+31,6.179384053318768,3.0540000000246237,4.909858123603656,1.665453414458895,Iris-versicolor
+0,6.179366488630432,3.0540000000258734,4.899491796272524,1.6654274751482703,Iris-versicolor
+1,6.179366488629021,3.0540000000254928,4.89949173732914,1.6654274751582174,Iris-versicolor
+2,5.108947716174039,3.0540000000468814,4.899491457224144,1.6654274751419056,Iris-versicolor
+3,6.19304181131453,3.0540000000089544,5.029036198104925,1.669916119259214,Iris-virginica
+4,5.108947716173046,3.0540000000280823,4.899491307207217,1.6654274751354454,Iris-versicolor
+5,6.197276332844107,3.0540000000027945,5.050555472200655,1.6684953771629925,Iris-virginica
+6,5.1089477161730565,3.0540000000370737,4.899491309484559,1.6654274751357094,Iris-versicolor
+7,6.184681046703474,3.054000000326364,4.984154072465065,1.6710725645407654,Iris-virginica
+8,6.179366538778187,3.0540000003107384,4.899691297455303,1.6654275265138365,Iris-versicolor
+9,6.179457495376377,3.0540000000053578,4.918389091253193,1.6655011314735646,Iris-virginica
+10,6.179465165287876,3.0540000095032127,4.915593069245001,1.6661825030151063,Iris-versicolor
+11,6.181239691935171,3.0540000006967167,4.954391538136571,1.6687998653610794,Iris-virginica
+12,6.1793664886248,3.0540000000322416,4.899491504397085,1.6654274751472777,Iris-versicolor
+13,6.19205155009276,3.054000000011459,5.039340373450625,1.6688036553389187,Iris-virginica
+14,6.179367290939754,3.05400000012368,4.901187223727277,1.6654304028496487,Iris-versicolor
+15,6.179366488846365,3.0540000000433816,4.89949669374016,1.6654274754305984,Iris-versicolor
+16,6.189878526898022,3.0540000000492413,5.018988488082139,1.6705179741022798,Iris-virginica
+17,5.108947716173168,3.0540000000459044,4.899491336868881,1.6654274751369322,Iris-versicolor
+18,6.17936648862667,3.0540000000494048,4.899491622632849,1.6654274751536333,Iris-versicolor
+19,6.194798496226541,3.054000000005515,5.047004454290098,1.6689419909574665,Iris-virginica
+20,6.1941195475258075,3.054000000003514,5.039185276090367,1.6691854369804635,Iris-virginica
+21,5.108947716173038,3.0540000000321963,4.8994913032122955,1.6654274751353928,Iris-versicolor
+22,6.179366489126388,3.054000000042537,4.899500430575159,1.6654274760865118,Iris-versicolor
+23,6.184757634204549,3.054000000078988,4.996594898111593,1.668399651980219,Iris-virginica
+24,6.192812499537224,3.0540000000104386,5.0294744754047835,1.6701741607548155,Iris-virginica
+25,6.179376730820723,3.054000000010155,4.907113997958887,1.665445652054392,Iris-versicolor
+26,6.179366519004154,3.0540000000943026,4.899650687149768,1.6654275105679845,Iris-versicolor
+27,6.1807770129802275,3.0540000000120844,4.957827030338176,1.6660275790554815,Iris-virginica
+28,5.1089477161732315,3.0540000000384357,4.899491351509339,1.6654274751368494,Iris-versicolor
+29,6.192336874587106,3.054000000013322,5.056708401225707,1.6685472368086471,Iris-virginica
+30,6.1793719188400775,3.0540000009239154,4.904856834845455,1.6654446460839094,Iris-versicolor
+31,6.1793756233934864,3.054000000011469,4.908849074635723,1.665432460909623,Iris-versicolor
+0,6.194002958361105,3.0540000000049217,5.0397642553741715,1.6693458876682374,Iris-virginica
+1,6.179368301122671,3.0540000000492946,4.902684033514886,1.6654323129914592,Iris-versicolor
+2,6.17936648875198,3.0540000000463614,4.899494615731323,1.6654274753423275,Iris-versicolor
+3,5.108947716173217,3.0540000000309937,4.899491344842936,1.6654274751375537,Iris-versicolor
+4,6.18895627404699,3.0540000000367367,5.017509854059565,1.6690790712707535,Iris-virginica
+5,6.179366488625131,3.0540000000362784,4.899491544337933,1.665427475147791,Iris-versicolor
+6,6.179366488635929,3.0540000000561576,4.89949199144729,1.6654274751688591,Iris-versicolor
+7,6.193092841993832,3.054000000006797,5.03474687265404,1.6695721521592861,Iris-virginica
+8,5.108947716173076,3.0540000000300793,4.899491315400841,1.665427475136086,Iris-versicolor
+9,6.18995114292163,3.0540000000121115,5.0304712833001135,1.66829819717314,Iris-virginica
+10,6.1793763273518,3.054000000170615,4.9071816154239825,1.6654556506880516,Iris-versicolor
+11,6.188751871064017,3.054000000017891,5.025898543862937,1.6684019578593432,Iris-virginica
+12,6.179368145037573,3.054000000124368,4.902486061719666,1.665429541825218,Iris-versicolor
+13,6.18472656479218,3.0540000002004914,4.982782728395316,1.6703932066288667,Iris-virginica
+14,6.188583045101166,3.0540000000518304,5.003044939699367,1.6700912021244247,Iris-virginica
+15,6.193062527277216,3.0540000000062557,5.036341219988211,1.6694694075851875,Iris-virginica
+16,6.179366488624076,3.054000000028613,4.899491483820889,1.6654274751445848,Iris-versicolor
+17,5.108947716173232,3.054000000046835,4.899491348488282,1.6654274751375868,Iris-versicolor
+18,5.108947716173105,3.0540000000394536,4.899491325518258,1.6654274751363005,Iris-versicolor
+19,6.191092557327827,3.0540000000236445,5.031561179628021,1.6702099137083577,Iris-virginica
+20,5.10894771617315,3.0540000000576852,4.899491330899275,1.6654274751370917,Iris-versicolor
+21,6.179532518681176,3.054000000692102,4.921293012922806,1.6659253692503961,Iris-virginica
+22,5.1089477161731685,3.054000000064125,4.899491335523973,1.6654274751373106,Iris-versicolor
+23,6.1807066299322875,3.054000000241026,4.953284526193993,1.6667966106448622,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..eed79f145f7ccaf0d64e5fbab763c7df92c6130f
--- /dev/null
+++ b/iris/lct_gan/0/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179525295225375,3.0540000000230187,4.92611791220219,1.66552486285537,Iris-virginica
+1,6.17936648862478,3.0540000000313676,4.899491520199508,1.6654274751432192,Iris-versicolor
+2,6.191342749601951,3.0540000000090113,5.054448964993557,1.6678758713739579,Iris-virginica
+3,6.1793664886352095,3.05400000001898,4.899491964377263,1.6654274751741525,Iris-versicolor
+4,6.17936739890532,3.054000000122922,4.901326565592044,1.6654292254380079,Iris-versicolor
+5,6.179366614834816,3.0540000002109933,4.899927999254806,1.6654277178639423,Iris-versicolor
+6,6.184200382546979,3.054000000048301,4.994631042353894,1.6677210279610482,Iris-virginica
+7,6.179366488624817,3.0540000000255794,4.89949151774355,1.6654274751412135,Iris-versicolor
+8,6.19357801828974,3.0540000000088123,5.027739951374073,1.6699186347637134,Iris-virginica
+9,6.19180205081409,3.0540000000133785,5.029566313153061,1.6692453959551723,Iris-virginica
+10,6.179366488787238,3.054000000039337,4.899495667364149,1.6654274752928264,Iris-versicolor
+11,6.179367925449487,3.0540000000140646,4.902401994043034,1.665430902565667,Iris-versicolor
+12,6.17936678360806,3.0540000001688847,4.900361523905462,1.665428319435322,Iris-versicolor
+13,6.192454763292578,3.054000000011615,5.029004418216818,1.669000648134127,Iris-virginica
+14,6.193700477697621,3.0540000000087986,5.0345718894133835,1.6690759464660396,Iris-virginica
+15,5.1089477161730725,3.054000000030995,4.899491316357519,1.665427475135718,Iris-versicolor
+16,5.108947716173043,3.0540000000309573,4.899491304757958,1.6654274751355336,Iris-versicolor
+17,6.1793664935895025,3.0540000000090703,4.899541308917517,1.6654274830945073,Iris-versicolor
+18,6.1793664886275845,3.0540000000194087,4.899491657690955,1.6654274751584683,Iris-versicolor
+19,6.185687286211265,3.054000000328599,4.993025745278661,1.6714846729381603,Iris-virginica
+20,6.181061259375132,3.054000000005445,4.978099716123254,1.6657730052998798,Iris-virginica
+21,6.194597330940638,3.0540000000065457,5.073016061329246,1.6683438916304811,Iris-virginica
+22,6.1862753228323655,3.05400000008455,5.006162708060958,1.6690559272427317,Iris-virginica
+23,6.179366622321953,3.054000000018982,4.900069612235242,1.6654276534898085,Iris-versicolor
+24,6.179366521622336,3.0540000000509315,4.899676465267727,1.6654275056290115,Iris-versicolor
+25,6.179578505535293,3.054000000026141,4.924817413144712,1.6656644294494827,Iris-virginica
+26,6.17936648862969,3.0540000000198293,4.899491740279563,1.6654274751579359,Iris-versicolor
+27,6.186974564308421,3.0540000001082763,4.992789659856443,1.6716918374580314,Iris-virginica
+28,6.179866738832739,3.054000001511373,4.930039385929632,1.6672358861238026,Iris-virginica
+29,6.193120094702366,3.0540000000136764,5.019783823243301,1.670494266451168,Iris-virginica
+30,6.179367028347913,3.054000000020256,4.900964667289364,1.6654288633365344,Iris-versicolor
+31,6.179366488625598,3.0540000000424214,4.899491564200438,1.665427475146287,Iris-versicolor
+0,5.108947716173036,3.0540000000267855,4.899491302602417,1.6654274751353335,Iris-versicolor
+1,6.192121477098797,3.0540000000115244,5.03130907919332,1.6693462343249859,Iris-virginica
+2,5.108947716173295,3.054000000047401,4.899491358566755,1.665427475137084,Iris-versicolor
+3,6.179398569809334,3.0540000000106846,4.914671388392322,1.6654424073663436,Iris-virginica
+4,6.1936950243672,3.0540000000061114,5.046848594012415,1.669173365576819,Iris-virginica
+5,5.108947716173038,3.0540000000279317,4.89949130330134,1.6654274751354061,Iris-versicolor
+6,6.179366489644224,3.054000000027302,4.899507604813748,1.6654274759696555,Iris-versicolor
+7,5.108947716173415,3.0540000000947147,4.899491374606766,1.6654274751396914,Iris-versicolor
+8,6.179366875163528,3.0540000000367162,4.900569081805016,1.6654280753887123,Iris-versicolor
+9,6.179366492186819,3.0540000000194953,4.899530653139174,1.6654274830122702,Iris-versicolor
+10,6.179366491250719,3.0540000000191196,4.899526069888077,1.6654274769855428,Iris-versicolor
+11,6.192867863878235,3.0540000000112455,5.047040711628005,1.6694189217198354,Iris-virginica
+12,6.179773344623262,3.0540000001231107,4.93605451768503,1.665775432661803,Iris-virginica
+13,6.179366648852758,3.0540000000232674,4.900083411142624,1.665427624182435,Iris-versicolor
+14,6.1801563382950775,3.0540000000436334,4.943070978559508,1.6660679538101226,Iris-virginica
+15,5.108947716173037,3.054000000029142,4.899491303124379,1.665427475135356,Iris-versicolor
+16,6.179366491112729,3.0540000000404155,4.899522547843832,1.6654274773004747,Iris-versicolor
+17,5.108947716173047,3.054000000031197,4.899491306935857,1.6654274751355502,Iris-versicolor
+18,5.108947716173143,3.054000000052528,4.8994913334607775,1.6654274751367333,Iris-versicolor
+19,6.181299990557192,3.0540000000145056,4.963863676990274,1.6662297726195374,Iris-virginica
+20,6.183882295542217,3.054000000085181,5.009964087955037,1.6669970581804425,Iris-virginica
+21,5.108947716173036,3.0540000000312277,4.899491301847956,1.6654274751353635,Iris-versicolor
+22,5.108947716173293,3.0540000000254977,4.899491360790271,1.6654274751381002,Iris-versicolor
+23,6.179366488624063,3.0540000000345033,4.899491477889903,1.665427475141572,Iris-versicolor
+24,6.1802111471591,3.054000000301331,4.948723833973354,1.6662505020813485,Iris-virginica
+25,6.181179950707381,3.0540000004167425,4.965981935978444,1.6670877678518132,Iris-virginica
+26,6.181656741862876,3.0540000000029,4.963923997494147,1.6663372244864068,Iris-virginica
+27,6.179378076731354,3.0540000000180583,4.907492137667452,1.6654509605592507,Iris-versicolor
+28,5.108947716173037,3.054000000031187,4.899491302632952,1.6654274751353766,Iris-versicolor
+29,6.17936648866697,3.054000000031193,4.899493009648939,1.6654274751811449,Iris-versicolor
+30,6.179366492796477,3.054000000022018,4.89953811890919,1.6654274781027196,Iris-versicolor
+31,5.108947716173555,3.054000000032129,4.899491398538513,1.6654274751380647,Iris-versicolor
+0,6.179445061545977,3.054000000083594,4.917626500570406,1.6655229224059862,Iris-virginica
+1,5.108947716173069,3.05400000003667,4.8994913139092375,1.6654274751359852,Iris-versicolor
+2,6.181981622872363,3.0540000000088874,4.96755375223492,1.6665662266481474,Iris-virginica
+3,6.183105317963467,3.054000000208901,4.983056640764239,1.6681417689271427,Iris-virginica
+4,6.179384142188605,3.0540000000124183,4.9105286459432484,1.665439791303508,Iris-versicolor
+5,6.1960007959304875,3.0540000000038834,5.04219449756141,1.668792778677562,Iris-virginica
+6,6.18520779401187,3.0540000000939633,4.9958538238888615,1.6686236670768013,Iris-virginica
+7,6.188728313401664,3.054000000058102,5.0252646845519715,1.6695129705113567,Iris-virginica
+8,6.192311006475122,3.0540000000137284,5.038870266235287,1.669687128006965,Iris-virginica
+9,5.108947716173531,3.0540000000581466,4.899491394845714,1.6654274751398936,Iris-versicolor
+10,6.1809115542305015,3.054000000002767,4.958066874066721,1.6658631508383714,Iris-virginica
+11,5.108947716173073,3.0540000000280467,4.8994913150040205,1.6654274751360632,Iris-versicolor
+12,6.190265753794267,3.054000000036908,5.029504329239066,1.6698675632523723,Iris-virginica
+13,6.183528484064077,3.05400000006397,4.99935083725127,1.6671483465264387,Iris-virginica
+14,6.180074916253097,3.054000000118185,4.93694654324956,1.66638776622467,Iris-virginica
+15,6.1890121131665765,3.054000000023436,5.009597674975157,1.6692449652851413,Iris-virginica
+16,5.108947716173051,3.0540000000306335,4.8994913080605595,1.6654274751357139,Iris-versicolor
+17,6.193565625244283,3.0540000000120213,5.032395561153083,1.6692970555594915,Iris-virginica
+18,6.192055780572049,3.0540000000236254,5.016600031257422,1.670844002735053,Iris-virginica
+19,6.193446509504606,3.0540000000047884,5.042048167498106,1.669061179704218,Iris-virginica
+20,6.18027332354433,3.0540000001456664,4.946025510732747,1.6663140959559806,Iris-virginica
+21,6.184827959996702,3.054000000014736,4.9944388184301385,1.6673484804396197,Iris-virginica
+22,5.10894771617311,3.0540000000569516,4.899491323468093,1.6654274751366756,Iris-versicolor
+23,5.108947716173137,3.0540000000474032,4.899491328842717,1.665427475136899,Iris-versicolor
+24,5.108947716173118,3.0540000000405305,4.899491327564306,1.665427475136327,Iris-versicolor
+25,5.108947716173081,3.0540000000268077,4.899491317998625,1.6654274751354758,Iris-versicolor
+26,5.108947716173071,3.054000000032855,4.899491315593731,1.665427475135771,Iris-versicolor
+27,6.179369695048239,3.0540000000116976,4.904270429623609,1.6654343556866613,Iris-versicolor
+28,6.186873474119503,3.0540000001023793,5.0053297147954705,1.6698320032031146,Iris-virginica
+29,5.108947716173041,3.0540000000313157,4.899491304424445,1.6654274751354778,Iris-versicolor
+30,6.185843422827787,3.0540000000193572,5.016613125922061,1.667450637124656,Iris-virginica
+31,6.180622472989675,3.054000000360945,4.947465311007752,1.6673187364749384,Iris-virginica
+0,6.179983947179118,3.0540000000101504,4.940766408257619,1.6657165719517502,Iris-virginica
+1,6.179398317877338,3.054000001051424,4.911322459959629,1.6655329918159294,Iris-versicolor
+2,5.108947716173041,3.054000000029161,4.899491304625621,1.6654274751354678,Iris-versicolor
+3,6.192757719431817,3.054000000012846,5.037872120107756,1.6695994544369637,Iris-virginica
+4,6.1795639447221475,3.054000000020763,4.927856447802798,1.6655484230116822,Iris-virginica
+5,6.179367995000193,3.0540000000181764,4.902432985804611,1.6654312043490058,Iris-versicolor
+6,5.108947716173167,3.0540000000302263,4.899491334702282,1.665427475137082,Iris-versicolor
+7,6.188926446658162,3.0540000000091196,5.026779638446669,1.6679502728844706,Iris-virginica
+8,6.187438100182919,3.0540000000053444,5.05234352551948,1.6666206589966648,Iris-virginica
+9,6.180971606399914,3.0540000001007503,4.9512140245858856,1.6670903784830027,Iris-virginica
+10,6.188606229773008,3.0540000000105314,5.026549237384602,1.6677452878159686,Iris-virginica
+11,5.1089477161731445,3.054000000049963,4.899491331783583,1.6654274751368057,Iris-versicolor
+12,6.179370410471191,3.0540000000075795,4.904853579157882,1.6654345615300368,Iris-versicolor
+13,5.108947716173227,3.05400000005376,4.8994913472804305,1.665427475138246,Iris-versicolor
+14,6.194339907530855,3.054000000008695,5.0248992095853175,1.669616007092787,Iris-virginica
+15,5.108947716173078,3.054000000036499,4.899491317055735,1.6654274751359424,Iris-versicolor
+16,5.108947716173118,3.054000000037971,4.899491326704509,1.6654274751366906,Iris-versicolor
+17,6.182588802098513,3.0540000000656513,4.9694197607062724,1.6677804522687014,Iris-virginica
+18,5.108947716173035,3.0540000000289047,4.899491301883307,1.6654274751353397,Iris-versicolor
+19,6.190761822110268,3.0540000000295837,5.025867001604847,1.6703917690229393,Iris-virginica
+20,6.1914892268100115,3.0540000000152157,5.035670415462973,1.6689636977873925,Iris-virginica
+21,5.108947716173077,3.0540000000458987,4.899491315839617,1.6654274751360525,Iris-versicolor
+22,6.1793664886310316,3.0540000000469196,4.899491800126619,1.6654274751536184,Iris-versicolor
+23,6.182821402118331,3.054000000071206,4.9788395584219485,1.6673176540902204,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..41206cbc9b69c59a107b701d996fd6374622e543
--- /dev/null
+++ b/iris/lct_gan/0/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488798727,3.0540000000409058,4.899495396917027,1.6654274754075105,Iris-versicolor
+1,6.179590294780573,3.0540000006200465,4.9247416576332,1.6659230397170466,Iris-virginica
+2,6.179366502309355,3.0540000007290007,4.899565532678553,1.6654275008264467,Iris-versicolor
+3,6.1826094054668665,3.0540000000082808,4.979774688820937,1.666368922983402,Iris-virginica
+4,6.186586703676897,3.054000000073016,5.016576305776217,1.6687254944379268,Iris-virginica
+5,6.193276057721435,3.054000000010815,5.066056741093804,1.668616749439428,Iris-virginica
+6,6.192805608624685,3.0540000000120626,5.0487042343109065,1.6689129978105195,Iris-virginica
+7,6.179366489291467,3.054000001143908,4.899499872309962,1.665427476940191,Iris-versicolor
+8,6.193916255845404,3.0540000000094705,5.059930701781238,1.6689122147740993,Iris-virginica
+9,6.188910329285027,3.0540000000292062,5.034037722148111,1.6685443811727028,Iris-virginica
+10,6.180009875814913,3.054000000538648,4.9360686097704,1.6667829511454784,Iris-virginica
+11,6.179366488997162,3.054000000188704,4.8994978986257065,1.6654274759900958,Iris-versicolor
+12,6.187828058624624,3.0540000000865675,5.028713684144035,1.6689827019181749,Iris-virginica
+13,5.108947716173036,3.0540000000294922,4.899491301865065,1.6654274751353508,Iris-versicolor
+14,6.19563254065626,3.0540000000041045,5.035690726576034,1.6692307389000158,Iris-virginica
+15,6.182037678291587,3.0540000000533434,4.965626816677808,1.6673337915736086,Iris-virginica
+16,5.108947716173047,3.0540000000337613,4.899491306551607,1.6654274751355453,Iris-versicolor
+17,6.193613645506714,3.054000000009802,5.072547892674575,1.6683165395973643,Iris-virginica
+18,6.179401356023394,3.0540000000936676,4.911839835224796,1.6654892428676313,Iris-versicolor
+19,6.193741289134106,3.054000000006673,5.054532648280187,1.6689163334641026,Iris-virginica
+20,6.187474589809729,3.0540000000294167,5.012033795378614,1.668697469890718,Iris-virginica
+21,6.179366488882498,3.0540000000192498,4.8994967909594145,1.6654274754732092,Iris-versicolor
+22,6.181035820725119,3.054000000264473,4.953684188616036,1.66747320692597,Iris-virginica
+23,6.188031800682355,3.0540000000474006,5.032786362476848,1.6683733372664429,Iris-virginica
+24,5.108947716173333,3.0540000000377483,4.899491366476876,1.6654274751380955,Iris-versicolor
+25,6.1793669951541474,3.0540000000413294,4.900842620922844,1.6654283996872157,Iris-versicolor
+26,6.1922704027978375,3.0540000000167926,5.052224760538187,1.6689587891278341,Iris-virginica
+27,5.108947716173065,3.0540000000496472,4.899491311979513,1.6654274751359226,Iris-versicolor
+28,6.181631618163262,3.054000000732871,4.954797829185412,1.6699895517621568,Iris-virginica
+29,6.183793419572464,3.054000000389756,4.989190928339775,1.6692638197417746,Iris-virginica
+30,6.18745993860303,3.0540000001603533,4.996815362486882,1.672986394050823,Iris-virginica
+31,6.179610777929206,3.054000000104234,4.92650799125577,1.6657426590700772,Iris-virginica
+0,6.179366489131602,3.0540000000217513,4.8995013806272905,1.6654274763205752,Iris-versicolor
+1,6.179366488641858,3.054000000172447,4.899492127210496,1.6654274751960976,Iris-versicolor
+2,6.180273067679811,3.0540000000948937,4.942695863943598,1.6663923835906016,Iris-virginica
+3,5.108947716173067,3.05400000003362,4.899491313690639,1.6654274751357876,Iris-versicolor
+4,6.188173948411777,3.054000000110087,5.021325191590452,1.6702782609607165,Iris-virginica
+5,6.179616422547984,3.054000000020899,4.9266045909845255,1.665678402571266,Iris-virginica
+6,6.19450031018277,3.0540000000052414,5.066940374566668,1.6682217509995585,Iris-virginica
+7,6.179366488639026,3.054000000039784,4.899492108328667,1.6654274751808285,Iris-versicolor
+8,5.108947716173061,3.0540000000377296,4.899491310891109,1.6654274751357616,Iris-versicolor
+9,6.195059147572895,3.054000000004499,5.051131687472152,1.6688018209129722,Iris-virginica
+10,6.189773618959503,3.0540000000380236,5.026299400688487,1.6699644326063317,Iris-virginica
+11,5.108947716173062,3.054000000032955,4.89949131158113,1.6654274751358888,Iris-versicolor
+12,5.108947716173142,3.0540000000292555,4.8994913310938095,1.6654274751370126,Iris-versicolor
+13,6.179372455022787,3.0540000000268175,4.905998864385126,1.665439557478274,Iris-versicolor
+14,6.192990342807115,3.05400000000221,5.033815575602436,1.6675325207112952,Iris-virginica
+15,6.179386043906432,3.0540000004550674,4.907822289401037,1.6655516891809787,Iris-versicolor
+16,6.1793664886297055,3.0540000000185468,4.899491747182506,1.6654274751598872,Iris-versicolor
+17,6.179366489447443,3.0540000000637737,4.899503394041231,1.6654274764651975,Iris-versicolor
+18,6.179367686806435,3.054000000234685,4.901783513068075,1.6654299114545477,Iris-versicolor
+19,6.194608296164477,3.054000000005233,5.054236961497569,1.668969759386513,Iris-virginica
+20,6.193508430112465,3.05400000000674,5.0343806722904905,1.6695245981943632,Iris-virginica
+21,6.179366489206835,3.0540000006110692,4.899499631877661,1.6654274762088086,Iris-versicolor
+22,6.180433400526726,3.054000000010203,4.9458199013602515,1.6660393835334295,Iris-virginica
+23,6.180417124458328,3.0540000000769387,4.956767000351394,1.6660106597081885,Iris-virginica
+24,6.179366748071913,3.054000000097456,4.900249458146235,1.6654279683668547,Iris-versicolor
+25,5.108947716173098,3.0540000000395406,4.899491320790528,1.6654274751363771,Iris-versicolor
+26,6.191492548168504,3.054000000024246,5.049255510937427,1.6692557532431536,Iris-virginica
+27,5.108947716173163,3.0540000000331378,4.89949133623453,1.6654274751369536,Iris-versicolor
+28,6.19285121664942,3.054000000013975,5.056402421311287,1.6690912894937266,Iris-virginica
+29,6.18233335867574,3.0540000000392724,4.987925498470118,1.6665955539110253,Iris-virginica
+30,5.108947716173205,3.0540000000558276,4.899491343370435,1.6654274751376132,Iris-versicolor
+31,6.1835851622380185,3.054000000141589,4.990308183386783,1.668234513473627,Iris-virginica
+0,6.182377034470194,3.054000000191294,4.971409880834308,1.6680016826920152,Iris-virginica
+1,6.179823523742569,3.0540000011042943,4.936440388185935,1.6661715587047046,Iris-virginica
+2,6.179366489038251,3.054000000039793,4.899499588699892,1.6654274755668887,Iris-versicolor
+3,6.1818005133210825,3.054000000033386,4.976411611240403,1.6664911603723405,Iris-virginica
+4,6.180503102256953,3.054000000069405,4.9509462562035935,1.6662627457428096,Iris-virginica
+5,6.179366934898588,3.054000002547881,4.900327403088098,1.6654292094403804,Iris-versicolor
+6,5.108947716173055,3.0540000000295167,4.899491310127188,1.6654274751356803,Iris-versicolor
+7,6.17936648865228,3.054000000070355,4.899492480315835,1.6654274752042475,Iris-versicolor
+8,6.1932552246327575,3.054000000004837,5.033355173697279,1.6694980634555099,Iris-virginica
+9,6.193608676018189,3.0540000000066505,5.0453130538541116,1.6692494232909265,Iris-virginica
+10,6.179366488633699,3.054000000229939,4.899491916969971,1.66542747519258,Iris-versicolor
+11,6.179366488626818,3.054000000072752,4.899491644732252,1.6654274751562141,Iris-versicolor
+12,5.108947716173389,3.0540000000340743,4.899491376421701,1.6654274751386524,Iris-versicolor
+13,5.108947716173137,3.05400000004541,4.899491329249924,1.6654274751369966,Iris-versicolor
+14,5.10894771617308,3.0540000000483376,4.899491315676244,1.6654274751361748,Iris-versicolor
+15,6.194735098994568,3.0540000000063023,5.0373298108876785,1.6690337322385376,Iris-virginica
+16,6.1922160898020415,3.054000000017616,5.054595207508959,1.669096818464949,Iris-virginica
+17,6.183059511591442,3.0540000000179988,5.006934005069841,1.6663328425411903,Iris-virginica
+18,6.179368251645123,3.0540000001117145,4.902598571716095,1.665429682308622,Iris-versicolor
+19,5.108947716173107,3.0540000000284326,4.89949132291852,1.6654274751364928,Iris-versicolor
+20,6.179366488624104,3.054000000025505,4.899491467006745,1.6654274751437181,Iris-versicolor
+21,6.179366489054299,3.054000000053944,4.899499091467386,1.6654274754793708,Iris-versicolor
+22,6.179367075760308,3.054000000133466,4.900874900791543,1.6654288789275251,Iris-versicolor
+23,6.179818689550252,3.0540000003988155,4.930775354233702,1.6664518536773372,Iris-virginica
+24,5.108947716173054,3.0540000000358605,4.89949130887856,1.6654274751357667,Iris-versicolor
+25,6.180229744396248,3.0540000000699368,4.948172038312848,1.6660177290078895,Iris-virginica
+26,5.108947716173109,3.0540000000550083,4.89949132331947,1.6654274751365328,Iris-versicolor
+27,6.18874400131283,3.054000000002476,5.017164027343291,1.667153491728249,Iris-virginica
+28,6.179378578645425,3.0540000001360093,4.906761942053112,1.6654755388094733,Iris-versicolor
+29,6.185479621827154,3.0540000000085454,5.002422017622621,1.6672245955135052,Iris-virginica
+30,6.1795727987369045,3.0540000000051775,4.927099661858526,1.6655546271096668,Iris-virginica
+31,6.189657229187858,3.0540000000589886,5.008948769932042,1.6718603346606844,Iris-virginica
+0,6.194292669502729,3.0540000000072083,5.055096544311311,1.6690449210948837,Iris-virginica
+1,5.108947716173039,3.0540000000301366,4.899491302994981,1.6654274751354214,Iris-versicolor
+2,6.1794143073944685,3.054000004913014,4.910960823812103,1.6658538060939694,Iris-versicolor
+3,6.188106851253371,3.054000000093386,5.007963893564951,1.6709032512673434,Iris-virginica
+4,6.181412284056414,3.0540000000175507,4.978430140662352,1.6660604416054465,Iris-virginica
+5,6.1923520256708064,3.054000000013565,5.067505708884741,1.6682257104313734,Iris-virginica
+6,5.108947716173289,3.054000000039457,4.899491355741189,1.6654274751381513,Iris-versicolor
+7,6.180470896705031,3.0540000000018046,4.949304407879643,1.6658103285065347,Iris-virginica
+8,6.191023641927829,3.0540000000284233,5.017372779060095,1.6708804037327993,Iris-virginica
+9,5.108947716173036,3.0540000000295455,4.899491301800549,1.6654274751353497,Iris-versicolor
+10,6.181911297603093,3.0540000000391037,4.971791489628455,1.6666258167392927,Iris-virginica
+11,6.193456335538735,3.0540000000069747,5.037435806382251,1.6695919870427702,Iris-virginica
+12,6.179367279763792,3.0540000033748336,4.900718587433929,1.6654342361123864,Iris-versicolor
+13,6.179370327495372,3.0540000001343977,4.904249090995227,1.6654432109074466,Iris-versicolor
+14,6.179366491049948,3.0540000002007806,4.899517121360982,1.6654274779944775,Iris-versicolor
+15,6.1917215643421155,3.054000000019351,5.034280880190055,1.6695657116847311,Iris-virginica
+16,5.108947716173068,3.0540000000355234,4.8994913140305805,1.6654274751358835,Iris-versicolor
+17,6.179366494828145,3.0540000000249106,4.8995512882698495,1.6654274805164913,Iris-versicolor
+18,6.192444613767615,3.0540000000103564,5.038611999926979,1.669568833226793,Iris-virginica
+19,6.194984840891364,3.054000000005007,5.051404424197832,1.6690790782038885,Iris-virginica
+20,5.108947716173587,3.0540000000356415,4.899491403009269,1.6654274751396012,Iris-versicolor
+21,6.179901561679991,3.0540000000290353,4.941916972154293,1.665696465452508,Iris-virginica
+22,6.179366488625167,3.054000000024004,4.899491543164486,1.6654274751438178,Iris-versicolor
+23,6.179366488625536,3.054000000029325,4.899491550988277,1.6654274751417957,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..105c525ad42fd25358ba7cbf2bc24f877a70f65c
--- /dev/null
+++ b/iris/lct_gan/0/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.193332915418846,3.054000000011332,5.053191977242937,1.6691760201518493,Iris-virginica
+1,6.1793664938979465,3.054000000037312,4.899543867907369,1.6654274790410089,Iris-versicolor
+2,6.17938768197095,3.0540000005504573,4.909409331175531,1.6655047572610036,Iris-versicolor
+3,6.179366489095265,3.054000001523985,4.899498410920011,1.6654274770513935,Iris-versicolor
+4,5.108947716173211,3.054000000030028,4.899491344907111,1.665427475137819,Iris-versicolor
+5,5.108947716175135,3.054000000076276,4.8994915680333975,1.6654274751477314,Iris-versicolor
+6,6.179381357889062,3.054000000003453,4.908864335329238,1.6654539503605967,Iris-virginica
+7,6.185404814571443,3.0540000002092618,4.988039510851064,1.6706745324465155,Iris-virginica
+8,6.182655054973725,3.0540000000586125,4.969345520086121,1.667828304358428,Iris-virginica
+9,6.184360617527458,3.054000000043597,4.995533573666559,1.6675462373070846,Iris-virginica
+10,6.179366489050106,3.054000000029513,4.8994992403983595,1.6654274757555005,Iris-versicolor
+11,6.193512907392951,3.054000000004935,5.034859259145394,1.669471711832986,Iris-virginica
+12,6.19330877352089,3.0540000000096157,5.030850103068267,1.6700270555361945,Iris-virginica
+13,6.1927479017638305,3.0540000000097223,5.043434213361824,1.6689002257524115,Iris-virginica
+14,5.1089477161731685,3.0540000000467087,4.899491335864756,1.6654274751368732,Iris-versicolor
+15,6.188923830147159,3.054000000037503,5.049295832999315,1.6681738432408366,Iris-virginica
+16,5.108947716173068,3.054000000048287,4.899491313626304,1.6654274751357157,Iris-versicolor
+17,6.179366488643289,3.0540000000554612,4.899492185265141,1.6654274751892053,Iris-versicolor
+18,6.182422481795279,3.0540000000906296,4.9767884611807816,1.667133209861475,Iris-virginica
+19,6.188877234917633,3.0540000000566585,5.0102466175388,1.6705968266854427,Iris-virginica
+20,6.183391516022505,3.054000001026445,4.966543818407844,1.6750337545168943,Iris-virginica
+21,6.179414145322249,3.054000000022293,4.91378778774992,1.6654884614179306,Iris-virginica
+22,6.179743174832632,3.0540000009835255,4.929694653562122,1.666419884074373,Iris-virginica
+23,6.179366488702544,3.054000000438187,4.899493681738889,1.6654274754572158,Iris-versicolor
+24,6.1793664886372905,3.0540000000759147,4.899492018214836,1.6654274751804947,Iris-versicolor
+25,6.179417370083388,3.054000000009784,4.914370001616,1.665500494695705,Iris-virginica
+26,6.192455793722438,3.054000000010968,5.039892100323495,1.6692137376295766,Iris-virginica
+27,6.187090122346085,3.0540000000157312,5.0064068041161285,1.6679907593339554,Iris-virginica
+28,5.1089477161732235,3.054000000044124,4.899491350539816,1.665427475137812,Iris-versicolor
+29,6.1795473166330614,3.0540000000018734,4.923790359012901,1.6656098620195359,Iris-virginica
+30,6.194697247778099,3.054000000003885,5.054903063449832,1.6687936822281813,Iris-virginica
+31,6.1804616388714,3.0540000000641663,4.946196097818083,1.666417287615327,Iris-virginica
+0,6.1793666845973485,3.0540000000096317,4.900282426917252,1.6654279716422014,Iris-versicolor
+1,6.179366518784916,3.054000000022701,4.899674444948458,1.665427545154677,Iris-versicolor
+2,6.179366488663601,3.054000000062651,4.8994928823049415,1.665427475241588,Iris-versicolor
+3,6.179383170538248,3.054000000195125,4.908647156345274,1.6654778199192084,Iris-versicolor
+4,6.18047375879717,3.054000000070665,4.948974902593506,1.666333559101081,Iris-virginica
+5,5.108947716173076,3.0540000000321377,4.899491315463036,1.6654274751359648,Iris-versicolor
+6,6.179521082219123,3.0540000000370635,4.9258363081248095,1.6655231435780897,Iris-virginica
+7,6.186783091895548,3.0540000000381675,5.016759656094853,1.6682965415812927,Iris-virginica
+8,6.17936678966948,3.054000001772875,4.900120192937406,1.6654284074461696,Iris-versicolor
+9,6.183001045154584,3.054000000243245,4.982841579345134,1.6682175107757777,Iris-virginica
+10,6.193023324928767,3.0540000000053795,5.037331949557834,1.669262670064864,Iris-virginica
+11,6.180975230333885,3.054000000019199,4.9689102882025376,1.6660061443511032,Iris-virginica
+12,6.179366488666851,3.0540000001526773,4.89949289945624,1.6654274752601712,Iris-versicolor
+13,6.1890357712226365,3.054000000051679,5.024742773992855,1.6699019516018199,Iris-virginica
+14,6.192313672485801,3.0540000000105856,5.019332576347234,1.6707626742070432,Iris-virginica
+15,5.108947716173067,3.0540000000293483,4.899491312251545,1.6654274751359404,Iris-versicolor
+16,6.179366488630783,3.0540000001347436,4.8994917824949775,1.6654274751640463,Iris-versicolor
+17,6.189358704315325,3.054000000054388,5.012504552949789,1.671569236793212,Iris-virginica
+18,5.108947716173038,3.0540000000289926,4.8994913031717156,1.6654274751353813,Iris-versicolor
+19,6.179366488742217,3.0540000000255723,4.899494873797173,1.665427475226645,Iris-versicolor
+20,6.179366488680763,3.0540000000320364,4.899493206581717,1.6654274752229319,Iris-versicolor
+21,6.1793664886302055,3.054000000030565,4.899491787180511,1.6654274751483544,Iris-versicolor
+22,5.108947716173125,3.0540000000371337,4.89949132911666,1.6654274751363096,Iris-versicolor
+23,5.108947716174539,3.054000000065719,4.899491497961054,1.6654274751452325,Iris-versicolor
+24,6.179366496018835,3.054000000014769,4.899555217464354,1.6654274856886713,Iris-versicolor
+25,6.179366489165196,3.0540000011382142,4.899498745124628,1.6654274763486816,Iris-versicolor
+26,6.19122213771716,3.054000000006924,5.049290242440486,1.6678886124368741,Iris-virginica
+27,5.108947716173115,3.054000000033011,4.899491327228589,1.6654274751360447,Iris-versicolor
+28,6.195905820694411,3.0540000000040197,5.04569392474452,1.6680730831746649,Iris-virginica
+29,6.187774424680711,3.0540000001157157,5.000544959355463,1.6724447171879646,Iris-virginica
+30,6.179366491595745,3.0540000000580636,4.899522617455895,1.6654274787452052,Iris-versicolor
+31,5.108947716173047,3.054000000033579,4.899491305810273,1.6654274751355855,Iris-versicolor
+0,6.186083948721665,3.054000000004833,5.02762989115552,1.666630608657093,Iris-virginica
+1,6.179398111079482,3.0540000000475382,4.911289505991633,1.6654873105175256,Iris-virginica
+2,6.184870875517975,3.0540000000281866,5.005910882776803,1.667395495047425,Iris-virginica
+3,6.182636327364191,3.0540000000538488,4.973109654601695,1.6673721283434213,Iris-virginica
+4,6.188548091358646,3.054000000076141,5.0131902781387465,1.6706164466417428,Iris-virginica
+5,6.187443126142904,3.054000000026139,4.997992268921662,1.6690695891891043,Iris-virginica
+6,5.108947716173043,3.0540000000306424,4.899491305175431,1.6654274751354796,Iris-versicolor
+7,6.194747869910785,3.0540000000034513,5.052746971261535,1.6687157219802717,Iris-virginica
+8,6.189394760297091,3.0540000000098515,5.036325949132887,1.6679113306888427,Iris-virginica
+9,5.108947716173048,3.054000000034698,4.899491306308689,1.6654274751355995,Iris-versicolor
+10,6.179366492872238,3.0540000001536387,4.8995296695535275,1.6654274798544066,Iris-versicolor
+11,6.179366603483314,3.0540000000098013,4.900020470601704,1.6654277800441524,Iris-versicolor
+12,5.108947716173064,3.054000000031738,4.899491313243531,1.66542747513584,Iris-versicolor
+13,6.179366539817493,3.0540000001325764,4.899715388028842,1.665427567037683,Iris-versicolor
+14,6.179366488665193,3.054000000179116,4.8994926867357105,1.665427475269977,Iris-versicolor
+15,5.108947716179357,3.0540000002112206,4.899491805909001,1.6654274751655807,Iris-versicolor
+16,6.179366927019159,3.0540000022558162,4.900316441035613,1.6654292759905904,Iris-versicolor
+17,6.1958124308423,3.054000000003095,5.047895979580907,1.6688266762018371,Iris-virginica
+18,6.181350440661077,3.05400000001755,4.955303412060969,1.6667090073238313,Iris-virginica
+19,5.108947716173094,3.054000000034755,4.899491321333403,1.6654274751360767,Iris-versicolor
+20,6.183895850435685,3.05400000045541,4.972492829610919,1.6727162464859018,Iris-virginica
+21,6.188438966884409,3.0540000000643976,5.020127961535769,1.6696667343943685,Iris-virginica
+22,6.179394277648809,3.0540000000078904,4.91153329875586,1.6654638074066404,Iris-virginica
+23,6.189576875876983,3.054000000025124,5.028293691848669,1.6689783988883478,Iris-virginica
+24,6.183882387918372,3.0540000000198466,4.994943851004602,1.6670394129058856,Iris-virginica
+25,6.179366491789458,3.0540000003428105,4.8995195206290445,1.6654274800203708,Iris-versicolor
+26,6.179366488628122,3.054000000039422,4.899491686827485,1.6654274751467215,Iris-versicolor
+27,6.179366488630959,3.0540000001548613,4.899491782796694,1.6654274751658056,Iris-versicolor
+28,5.108947716173342,3.0540000000348435,4.899491368276401,1.6654274751384788,Iris-versicolor
+29,6.17936648949231,3.0540000000594016,4.899504396654317,1.6654274758638734,Iris-versicolor
+30,6.17936648958272,3.054000000107423,4.899505960908928,1.6654274766069816,Iris-versicolor
+31,6.189727488050874,3.054000000051999,5.026966690790837,1.6700011716963654,Iris-virginica
+0,6.179418204317407,3.0540000000477905,4.917387794964576,1.6654622400370236,Iris-virginica
+1,6.1793665878506046,3.0540000000082466,4.899961426870625,1.6654277034471345,Iris-versicolor
+2,6.180853691898835,3.0540000003293835,4.955842507022391,1.6671387794119283,Iris-virginica
+3,6.187966257534881,3.054000000018127,5.021408474658104,1.6682078945175753,Iris-virginica
+4,6.190208419923923,3.0540000000280694,5.012110950093188,1.6699619432030461,Iris-virginica
+5,5.108947716173104,3.0540000000263814,4.899491321433906,1.665427475136382,Iris-versicolor
+6,5.108947716173238,3.0540000000585943,4.899491349835398,1.665427475137596,Iris-versicolor
+7,6.181443764281228,3.0540000000096694,4.975333602666783,1.6660518666429418,Iris-virginica
+8,5.108947716173036,3.0540000000288523,4.899491302142567,1.6654274751353495,Iris-versicolor
+9,6.192605406839503,3.054000000014396,5.060587811313372,1.668724143088355,Iris-virginica
+10,6.191391632971396,3.0540000000096237,5.0350292771693725,1.6686508867686065,Iris-virginica
+11,6.179366488625624,3.0540000000331573,4.89949155943833,1.665427475147208,Iris-versicolor
+12,5.108947716173124,3.054000000043215,4.899491328612392,1.6654274751364226,Iris-versicolor
+13,5.108947716173295,3.0540000000883607,4.899491359548211,1.6654274751391163,Iris-versicolor
+14,5.108947716173054,3.0540000000347614,4.899491309506904,1.6654274751355747,Iris-versicolor
+15,5.1089477161731045,3.054000000031394,4.899491323393206,1.6654274751364109,Iris-versicolor
+16,5.108947716173211,3.0540000000417007,4.899491343932763,1.665427475137579,Iris-versicolor
+17,6.192376035104844,3.0540000000146894,5.045315580236401,1.6692396850911149,Iris-virginica
+18,6.181515782997135,3.054000000261259,4.963830139890724,1.6678076790975573,Iris-virginica
+19,6.188011159317771,3.0540000000090672,5.007024054339566,1.6679599201378648,Iris-virginica
+20,6.194769556345977,3.0540000000059795,5.076842254799871,1.6680284670237273,Iris-virginica
+21,6.192914973625514,3.0540000000116625,5.0221899272235175,1.6701967187290168,Iris-virginica
+22,6.179366488644951,3.054000000451607,4.899492142893955,1.6654274752305955,Iris-versicolor
+23,5.108947716173036,3.054000000030406,4.899491302022119,1.6654274751353673,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..6faeaca1173c82a8f0693d6b82b19ff1e13bfb9b
--- /dev/null
+++ b/iris/lct_gan/0/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d4ead867c83a639b81f4fe2c910fef91c34259f8dc540951d0993f50f0be64
+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..68d38224078ed91e947a65339959cfa32d364f41
--- /dev/null
+++ b/iris/lct_gan/0/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65902e49408805bcbe3b9a9fa6536eba1c29ecc7d706be513ba8bda094a6faf
+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..bfbabe5ecade3300d506d1532b959c0d1c789b69
--- /dev/null
+++ b/iris/lct_gan/0/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "455f7da1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:09.201612Z",
+     "iopub.status.busy": "2024-07-29T07:26:09.200736Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.170100Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.169162Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.981961,
+     "end_time": "2024-07-29T07:26:22.172720",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:09.190759",
+     "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... 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... 99%\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"
+     ]
+    },
+    {
+     "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 91 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": "8de02b43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.196204Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.195778Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.204033Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.203237Z"
+    },
+    "papermill": {
+     "duration": 0.022326,
+     "end_time": "2024-07-29T07:26:22.205955",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.183629",
+     "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": "b7467d54",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00983,
+     "end_time": "2024-07-29T07:26:22.225696",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.215866",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "6a5bac57",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.246977Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.246364Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.250542Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.249729Z"
+    },
+    "papermill": {
+     "duration": 0.017072,
+     "end_time": "2024-07-29T07:26:22.252524",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.235452",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "71300d13",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.273825Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.273295Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.280317Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.279454Z"
+    },
+    "papermill": {
+     "duration": 0.019935,
+     "end_time": "2024-07-29T07:26:22.282334",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.262399",
+     "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": "0f45c0c7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.304811Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.304520Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.309405Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.308568Z"
+    },
+    "papermill": {
+     "duration": 0.018273,
+     "end_time": "2024-07-29T07:26:22.311224",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.292951",
+     "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": "df238c3f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.332482Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.332216Z",
+     "iopub.status.idle": "2024-07-29T07:26:22.337166Z",
+     "shell.execute_reply": "2024-07-29T07:26:22.336376Z"
+    },
+    "papermill": {
+     "duration": 0.017856,
+     "end_time": "2024-07-29T07:26:22.339253",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.321397",
+     "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": "64292314",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:22.360525Z",
+     "iopub.status.busy": "2024-07-29T07:26:22.360264Z",
+     "iopub.status.idle": "2024-07-29T07:26:23.350274Z",
+     "shell.execute_reply": "2024-07-29T07:26:23.348941Z"
+    },
+    "papermill": {
+     "duration": 1.003284,
+     "end_time": "2024-07-29T07:26:23.352680",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:22.349396",
+     "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": "aa77587a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:23.375461Z",
+     "iopub.status.busy": "2024-07-29T07:26:23.375144Z",
+     "iopub.status.idle": "2024-07-29T07:26:24.391949Z",
+     "shell.execute_reply": "2024-07-29T07:26:24.390877Z"
+    },
+    "papermill": {
+     "duration": 1.030872,
+     "end_time": "2024-07-29T07:26:24.394216",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:23.363344",
+     "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": "8ac59583",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:24.420743Z",
+     "iopub.status.busy": "2024-07-29T07:26:24.419898Z",
+     "iopub.status.idle": "2024-07-29T07:26:24.430094Z",
+     "shell.execute_reply": "2024-07-29T07:26:24.429168Z"
+    },
+    "papermill": {
+     "duration": 0.025858,
+     "end_time": "2024-07-29T07:26:24.432078",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:24.406220",
+     "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": "284f1fa8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:24.455049Z",
+     "iopub.status.busy": "2024-07-29T07:26:24.454765Z",
+     "iopub.status.idle": "2024-07-29T07:26:24.819994Z",
+     "shell.execute_reply": "2024-07-29T07:26:24.818712Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.380062,
+     "end_time": "2024-07-29T07:26:24.822750",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:24.442688",
+     "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": "9183eb1d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:24.849603Z",
+     "iopub.status.busy": "2024-07-29T07:26:24.849244Z",
+     "iopub.status.idle": "2024-07-29T07:26:26.472616Z",
+     "shell.execute_reply": "2024-07-29T07:26:26.471822Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.639465,
+     "end_time": "2024-07-29T07:26:26.474922",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:24.835457",
+     "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": "726c583f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:26.499277Z",
+     "iopub.status.busy": "2024-07-29T07:26:26.498800Z",
+     "iopub.status.idle": "2024-07-29T07:26:26.507146Z",
+     "shell.execute_reply": "2024-07-29T07:26:26.506426Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022659,
+     "end_time": "2024-07-29T07:26:26.509042",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:26.486383",
+     "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": "0b3b117a",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:26.534838Z",
+     "iopub.status.busy": "2024-07-29T07:26:26.533992Z",
+     "iopub.status.idle": "2024-07-29T07:26:26.539103Z",
+     "shell.execute_reply": "2024-07-29T07:26:26.538168Z"
+    },
+    "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": 0.020229,
+     "end_time": "2024-07-29T07:26:26.541175",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:26.520946",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "9ad30afb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:26.564702Z",
+     "iopub.status.busy": "2024-07-29T07:26:26.564411Z",
+     "iopub.status.idle": "2024-07-29T07:26:26.679813Z",
+     "shell.execute_reply": "2024-07-29T07:26:26.679053Z"
+    },
+    "papermill": {
+     "duration": 0.12981,
+     "end_time": "2024-07-29T07:26:26.682195",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:26.552385",
+     "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": "617e86d3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:26.708199Z",
+     "iopub.status.busy": "2024-07-29T07:26:26.707856Z",
+     "iopub.status.idle": "2024-07-29T07:26:31.044638Z",
+     "shell.execute_reply": "2024-07-29T07:26:31.043703Z"
+    },
+    "papermill": {
+     "duration": 4.352215,
+     "end_time": "2024-07-29T07:26:31.046676",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:26.694461",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-29 07:26:28.438573: 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",
+      "2024-07-29 07:26:28.438641: 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",
+      "2024-07-29 07:26:28.440207: 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": "c9807630",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:31.074989Z",
+     "iopub.status.busy": "2024-07-29T07:26:31.073887Z",
+     "iopub.status.idle": "2024-07-29T07:26:31.080971Z",
+     "shell.execute_reply": "2024-07-29T07:26:31.080283Z"
+    },
+    "papermill": {
+     "duration": 0.022838,
+     "end_time": "2024-07-29T07:26:31.082888",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:31.060050",
+     "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": "2a994bd6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:31.106662Z",
+     "iopub.status.busy": "2024-07-29T07:26:31.106404Z",
+     "iopub.status.idle": "2024-07-29T07:26:33.872173Z",
+     "shell.execute_reply": "2024-07-29T07:26:33.871350Z"
+    },
+    "papermill": {
+     "duration": 2.780413,
+     "end_time": "2024-07-29T07:26:33.874593",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:31.094180",
+     "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": "e1bef6dc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:33.901780Z",
+     "iopub.status.busy": "2024-07-29T07:26:33.901379Z",
+     "iopub.status.idle": "2024-07-29T07:26:33.908082Z",
+     "shell.execute_reply": "2024-07-29T07:26:33.907240Z"
+    },
+    "papermill": {
+     "duration": 0.02259,
+     "end_time": "2024-07-29T07:26:33.910092",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:33.887502",
+     "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": "42856214",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:33.935204Z",
+     "iopub.status.busy": "2024-07-29T07:26:33.934486Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.444438Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.443381Z"
+    },
+    "papermill": {
+     "duration": 0.525021,
+     "end_time": "2024-07-29T07:26:34.446893",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:33.921872",
+     "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": "64a8ebcb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.474603Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.474288Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.493409Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.492524Z"
+    },
+    "papermill": {
+     "duration": 0.035169,
+     "end_time": "2024-07-29T07:26:34.495372",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.460203",
+     "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": "149af1c2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.520838Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.520093Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.610300Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.609368Z"
+    },
+    "papermill": {
+     "duration": 0.10508,
+     "end_time": "2024-07-29T07:26:34.612337",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.507257",
+     "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 0x7b9ba9bb8ca0>, '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 0x7b9ba9bb8ca0>, '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": "96c57ee4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.639743Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.638909Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.657724Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.657042Z"
+    },
+    "papermill": {
+     "duration": 0.034144,
+     "end_time": "2024-07-29T07:26:34.659618",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.625474",
+     "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": "e3842b7e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.684930Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.684675Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.688549Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.687762Z"
+    },
+    "papermill": {
+     "duration": 0.018732,
+     "end_time": "2024-07-29T07:26:34.690416",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.671684",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "41755779",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.716119Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.715557Z",
+     "iopub.status.idle": "2024-07-29T07:26:34.945224Z",
+     "shell.execute_reply": "2024-07-29T07:26:34.944305Z"
+    },
+    "papermill": {
+     "duration": 0.245338,
+     "end_time": "2024-07-29T07:26:34.947919",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.702581",
+     "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": "769d475e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:34.978322Z",
+     "iopub.status.busy": "2024-07-29T07:26:34.977574Z",
+     "iopub.status.idle": "2024-07-29T07:26:35.234982Z",
+     "shell.execute_reply": "2024-07-29T07:26:35.234116Z"
+    },
+    "papermill": {
+     "duration": 0.273965,
+     "end_time": "2024-07-29T07:26:35.237223",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:34.963258",
+     "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": "f6a1673b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:35.265695Z",
+     "iopub.status.busy": "2024-07-29T07:26:35.265380Z",
+     "iopub.status.idle": "2024-07-29T07:26:35.272067Z",
+     "shell.execute_reply": "2024-07-29T07:26:35.271165Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023055,
+     "end_time": "2024-07-29T07:26:35.273914",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:35.250859",
+     "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": "a0046a5c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:35.300086Z",
+     "iopub.status.busy": "2024-07-29T07:26:35.299774Z",
+     "iopub.status.idle": "2024-07-29T07:26:52.429338Z",
+     "shell.execute_reply": "2024-07-29T07:26:52.428482Z"
+    },
+    "papermill": {
+     "duration": 17.145424,
+     "end_time": "2024-07-29T07:26:52.431712",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:35.286288",
+     "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": "308db024",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:26:52.461289Z",
+     "iopub.status.busy": "2024-07-29T07:26:52.460935Z",
+     "iopub.status.idle": "2024-07-29T07:27:39.759101Z",
+     "shell.execute_reply": "2024-07-29T07:27:39.758077Z"
+    },
+    "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": 47.315668,
+     "end_time": "2024-07-29T07:27:39.761453",
+     "exception": false,
+     "start_time": "2024-07-29T07:26:52.445785",
+     "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 0.7166091799736023\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7464523315429688\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7293338775634766\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7691503763198853\n",
+      "[Epoch 20/179] [D loss: -0.052841] [G loss: -0.451855]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.073456] [G loss: -0.455600]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8222378492355347\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7171285152435303\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7472411394119263\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7258617877960205\n",
+      "[Epoch 40/179] [D loss: -0.107330] [G loss: -0.458107]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7392591834068298\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8101538419723511\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6820551753044128\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7173075675964355\n",
+      "[Epoch 50/179] [D loss: -0.147732] [G loss: -0.445885]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.200561] [G loss: -0.424658]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5931790471076965\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6000642776489258\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7059470415115356\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6014204621315002\n",
+      "[Epoch 70/179] [D loss: -0.272477] [G loss: -0.394977]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6028555631637573\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5380120277404785\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6582298278808594\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.649857223033905\n",
+      "[Epoch 80/179] [D loss: -0.325606] [G loss: -0.379192]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.301840] [G loss: -0.395409]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6667323708534241\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6974141001701355\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6623785495758057\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.702511191368103\n",
+      "[Epoch 100/179] [D loss: -0.309926] [G loss: -0.420110]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.293141] [G loss: -0.450759]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7713035941123962\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.662729799747467\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6869803667068481\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6642292737960815\n",
+      "[Epoch 120/179] [D loss: -0.315881] [G loss: -0.442747]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7133315801620483\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7707633972167969\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6611544489860535\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6909497976303101\n",
+      "[Epoch 130/179] [D loss: -0.396129] [G loss: -0.354126]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.480158] [G loss: -0.291258]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5684036016464233\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6360925436019897\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6915891766548157\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5814837217330933\n",
+      "[Epoch 150/179] [D loss: -0.462951] [G loss: -0.303371]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.38484448194503784\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.23932069540023804\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4041375517845154\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.431762158870697\n",
+      "[Epoch 160/179] [D loss: -0.347466] [G loss: -0.302821]\n",
+      "[Epoch 170/179] [D loss: -0.358108] [G loss: -0.148474]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.34640705585479736\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.36750328540802\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.22892743349075317\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.36730408668518066\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": "6fb7db40",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:27:39.801052Z",
+     "iopub.status.busy": "2024-07-29T07:27:39.800721Z",
+     "iopub.status.idle": "2024-07-29T07:27:39.828439Z",
+     "shell.execute_reply": "2024-07-29T07:27:39.827747Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049471,
+     "end_time": "2024-07-29T07:27:39.830341",
+     "exception": false,
+     "start_time": "2024-07-29T07:27:39.780870",
+     "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": "a5e2f233",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:27:39.865780Z",
+     "iopub.status.busy": "2024-07-29T07:27:39.865472Z",
+     "iopub.status.idle": "2024-07-29T07:27:40.849737Z",
+     "shell.execute_reply": "2024-07-29T07:27:40.848832Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 1.004845,
+     "end_time": "2024-07-29T07:27:40.852210",
+     "exception": false,
+     "start_time": "2024-07-29T07:27:39.847365",
+     "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": "7bd3f6d1",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.020038,
+     "end_time": "2024-07-29T07:27:40.891194",
+     "exception": false,
+     "start_time": "2024-07-29T07:27:40.871156",
+     "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": 94.838379,
+   "end_time": "2024-07-29T07:27:42.633404",
+   "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": "2024-07-29T07:26:07.795025",
+   "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..3ef0fc0bcafcc529b5e5ccaf1152d5c387a251ec
--- /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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