diff --git a/iris/lct_gan/3/0/synth.csv b/iris/lct_gan/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62ea3df5c9b7e03e942ec645ecc2e3b8fcc342e2
--- /dev/null
+++ b/iris/lct_gan/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.054228881749661,1.510022382054709,0.26153104300108454,Iris-setosa
+1,6.1950601222284725,3.0541297712321245,4.963343892594471,1.6985852958990226,Iris-virginica
+2,5.1089477161730255,3.05437385071004,1.5100223820547056,0.2615308369621601,Iris-setosa
+3,5.1089477161730255,3.0543423114365504,1.5100223820547056,0.2615308355783807,Iris-setosa
+4,5.1089477161730255,3.0602420423199606,1.5100223820547063,0.261531050749438,Iris-setosa
+5,6.185110779528609,3.0541076272639134,4.934472570885711,1.6912338204596646,Iris-versicolor
+6,5.1089477161730255,3.055162274414384,1.5100223820547056,0.2615308617504837,Iris-setosa
+7,6.199277086014081,3.054135778679848,4.973334890337595,1.6999566797839034,Iris-virginica
+8,5.108947716173033,3.054882996522755,1.5100223820547325,0.2615314127316733,Iris-setosa
+9,6.210693561441036,3.054143019923513,4.994854789775475,1.7022125196185014,Iris-virginica
+10,5.1089477161730255,3.055965396082652,1.5100223820547056,0.2615309015568239,Iris-setosa
+11,6.195716547879784,3.0540713873066228,4.96959553813146,1.6975217040549575,Iris-virginica
+12,5.1089477371594905,3.064481324925758,1.5100224661681125,0.2618763223190752,Iris-setosa
+13,6.179367352375633,3.0540188824258236,4.899496778778906,1.6663146120667043,Iris-versicolor
+14,5.108947747259607,3.0608977810158353,1.5100224840540577,0.26187043908765134,Iris-setosa
+15,6.179647557211906,3.054061125258941,4.902633223097192,1.6754363698211903,Iris-versicolor
+16,6.18190274723137,3.054129581904014,4.920844622277013,1.686770785296739,Iris-versicolor
+17,5.1089477161730255,3.055256096938562,1.5100223820547056,0.26153086470058545,Iris-setosa
+18,5.1089477161730255,3.0564398172861607,1.5100223820547056,0.26153089040062966,Iris-setosa
+19,5.1089477161730255,3.054916225599624,1.5100223820547056,0.2615308575814842,Iris-setosa
+20,5.1089477161730255,3.057181318786048,1.5100223820547056,0.2615309152503545,Iris-setosa
+21,6.199186809761261,3.0541333914955,4.972389110361776,1.699979909864365,Iris-virginica
+22,6.235378519637939,3.054153713119335,5.036244767214861,1.7030973442478665,Iris-virginica
+23,5.10894771630087,3.055434361736828,1.5100223823655776,0.26155872955373677,Iris-setosa
+24,5.1089477161730255,3.0540905899727755,1.5100223820547056,0.2615308593530072,Iris-setosa
+25,6.182137543189247,3.0540305182405625,4.924034168974036,1.6909841231959142,Iris-versicolor
+26,5.1089477161730255,3.0543449993096075,1.5100223820547056,0.2615308586935828,Iris-setosa
+27,5.1089477161730255,3.055466536321651,1.5100223820547056,0.2615308728420265,Iris-setosa
+28,5.108947716173027,3.0541415064934876,1.51002238205471,0.261531037608829,Iris-setosa
+29,5.108947716173587,3.093873538306982,1.5100223820594865,0.2615425875229843,Iris-setosa
+30,6.182051403645205,3.054168138316454,4.921871845251205,1.6870026211734825,Iris-versicolor
+31,5.1089477161730255,3.0558881426672175,1.5100223820547058,0.26153096483305766,Iris-setosa
+0,5.1089477161730255,3.054279411011188,1.5100223820547056,0.26153088185900253,Iris-setosa
+1,6.180309146929911,3.054070223183376,4.911718693161651,1.6830299821445305,Iris-versicolor
+2,5.1089477161730255,3.05456195169037,1.5100223820547056,0.26153084270437554,Iris-setosa
+3,6.187202204251625,3.054054208242652,4.943801224982897,1.6944201979373008,Iris-versicolor
+4,5.108947716173037,3.0547628395187214,1.5100223820547423,0.2615315133455277,Iris-setosa
+5,5.1089477161730255,3.054373041729501,1.5100223820547056,0.2615308471140405,Iris-setosa
+6,5.108947716751794,3.0611025979841804,1.5100223840188625,0.26160714474535207,Iris-setosa
+7,6.179372058593053,3.054312763422372,4.899508559019306,1.667095748603868,Iris-versicolor
+8,5.10894772055324,3.057287916461234,1.5100223929261745,0.261658065106955,Iris-setosa
+9,5.108947716196607,3.054224579059885,1.5100223820961558,0.2615385210839586,Iris-setosa
+10,6.180636696303053,3.054054194646446,4.9146833558777345,1.6847301630221947,Iris-versicolor
+11,6.200404736024662,3.0541260244146105,4.974698467657831,1.700329786850107,Iris-virginica
+12,5.1089477161730255,3.054516904001485,1.5100223820547056,0.2615308454947003,Iris-setosa
+13,5.1089477161730255,3.0545487539878975,1.5100223820547056,0.26153085980610863,Iris-setosa
+14,6.1838089561958896,3.054126682277283,4.929358022502177,1.690009862756771,Iris-versicolor
+15,5.108947716173026,3.055001964355583,1.510022382054708,0.2615310937890578,Iris-setosa
+16,6.1794736364862635,3.054039735191542,4.900728337690579,1.6723822316973067,Iris-versicolor
+17,5.1089477161730255,3.0543262842894268,1.5100223820547056,0.2615308385454344,Iris-setosa
+18,5.1089477161730255,3.054503526793878,1.5100223820547056,0.2615308419089626,Iris-setosa
+19,6.179651249404013,3.054260396371381,4.900914211655631,1.6731920112581014,Iris-versicolor
+20,5.1089477161730255,3.0767420818346776,1.5100223820547074,0.2615312882817342,Iris-setosa
+21,5.108947716173226,3.0553310388229122,1.5100223820555894,0.26153346508587666,Iris-setosa
+22,5.1089477161730255,3.054232665041733,1.5100223820547065,0.2615309491057635,Iris-setosa
+23,6.181012546465836,3.054039296396322,4.916573082013514,1.6868365929825415,Iris-versicolor
+24,6.179375621720666,3.054018855865428,4.899594901915416,1.6681860286333765,Iris-versicolor
+25,5.1089477161730255,3.061570473689927,1.5100223820547067,0.26153115242036773,Iris-setosa
+26,5.1089477161730255,3.055744630525835,1.5100223820547056,0.26153087324061175,Iris-setosa
+27,6.184599496337071,3.054092507779874,4.933529801932348,1.6918898989434938,Iris-versicolor
+28,5.1089477161730255,3.0549665847387817,1.510022382054706,0.26153095253503705,Iris-setosa
+29,5.108947716173044,3.117292563787119,1.5100223820549534,0.2615346674389864,Iris-setosa
+30,5.1089477161730255,3.055981976762635,1.510022382054706,0.26153100388601586,Iris-setosa
+31,6.191857001031058,3.0540517674407037,4.958958192994619,1.6965436230506148,Iris-virginica
+0,5.10894771617337,3.0540486760992938,1.510022382055507,0.261531996751412,Iris-versicolor
+1,5.1089477161730255,3.0576393756414344,1.510022382054706,0.2615310188067391,Iris-setosa
+2,5.1089477161730255,3.0551391925092055,1.5100223820547056,0.2615308752061916,Iris-setosa
+3,6.1798496809221986,3.054024568573569,4.908984986498793,1.6829239084421521,Iris-versicolor
+4,6.180545002511999,3.0542238408148337,4.910379748850415,1.6824190652862285,Iris-versicolor
+5,6.180998606904117,3.0540901861491103,4.915716827583369,1.684749388197633,Iris-versicolor
+6,5.108947716182969,3.0655353476821077,1.5100223821056964,0.2615535377007148,Iris-setosa
+7,6.222127888821297,3.054153577006347,5.014843195018768,1.7045817137628585,Iris-virginica
+8,6.179366501118713,3.054003771472036,4.8994913910915345,1.6655775105716142,Iris-versicolor
+9,6.1986380577556766,3.0541294625944775,4.9712385495918125,1.6998458018268228,Iris-virginica
+10,5.1089477161730255,3.0550381977285865,1.5100223820547056,0.2615308586651995,Iris-setosa
+11,6.17945522896882,3.054076988603856,4.900149572146767,1.6709044148105239,Iris-versicolor
+12,5.1089477161730255,3.0558535370153797,1.5100223820547056,0.2615308764022551,Iris-setosa
+13,5.1089477161730255,3.055013832522688,1.5100223820547056,0.2615309092539029,Iris-setosa
+14,5.108947717445588,3.054008427352266,4.899491302144685,1.6654895297452077,Iris-versicolor
+15,5.1089477161730255,3.054374639667304,1.5100223820547056,0.2615308507132406,Iris-setosa
+16,6.179667028405909,3.0540296893845342,4.90542837724773,1.679600346246373,Iris-versicolor
+17,6.191519916608673,3.05412688357911,4.954903055509139,1.697603857626029,Iris-versicolor
+18,5.108947716173033,3.059260435798645,1.5100223820547387,0.261531942462962,Iris-setosa
+19,5.108947717382837,3.054697544878225,1.510022384515868,0.2615800245078967,Iris-setosa
+20,5.1089477161730255,3.0651017196241246,1.5100223820547065,0.2615311567803876,Iris-setosa
+21,5.108947716702011,3.054896225769431,1.5100223830364576,0.26156824502378434,Iris-setosa
+22,6.191898032775956,3.054119891330901,4.954789687230608,1.6967207361008774,Iris-versicolor
+23,5.1089477161730255,3.0551453572628935,1.5100223820547056,0.2615308732052551,Iris-setosa
+24,6.193011142431224,3.054120160425096,4.958603849118251,1.6972941471459844,Iris-virginica
+25,5.1089488410460095,3.0550334846119926,4.8994959314292235,1.6668720883206631,Iris-versicolor
+26,5.1089477161730255,3.055509244960027,1.5100223820547058,0.2615309446577225,Iris-setosa
+27,5.108948030816743,3.0545878153214154,4.89949258506971,1.6662884884219715,Iris-versicolor
+28,6.216184196490531,3.054146292081255,5.006669798011099,1.7021886109064754,Iris-virginica
+29,5.1089477161730255,3.0595138342619714,1.5100223820547056,0.26153093237520947,Iris-setosa
+30,5.1089477161730255,3.055849424697641,1.5100223820547056,0.26153089867305995,Iris-setosa
+31,6.184378654233074,3.0541455165441125,4.931519051766756,1.69110687557404,Iris-versicolor
+0,6.215202242848062,3.0541462079759554,5.003276935383918,1.7029748316746447,Iris-virginica
+1,5.108947716173589,3.0540278586730203,4.899491293667321,1.6654302682019388,Iris-versicolor
+2,5.108947736436281,3.0542750738089337,4.899491373763925,1.6656762277589798,Iris-versicolor
+3,5.1089477161730255,3.0554915491144587,1.5100223820547056,0.2615309065651701,Iris-setosa
+4,5.108947716173082,3.054303744220095,1.5100223820548468,0.261531701484335,Iris-setosa
+5,6.1996400385484485,3.054124126089957,4.975097398429557,1.6991270429088936,Iris-virginica
+6,5.1089477161730255,3.054295841617231,1.5100223820547058,0.26153089377507366,Iris-setosa
+7,5.1089477161730255,3.054348715589112,1.5100223820547056,0.26153083742202127,Iris-setosa
+8,5.1089477161730255,3.0549483974677214,1.5100223820547056,0.2615308559203011,Iris-setosa
+9,5.108947728490111,3.0594437411292605,1.510022412345438,0.26174549720568663,Iris-setosa
+10,6.19376537525778,3.054094397482696,4.961363434002667,1.6978163019320949,Iris-virginica
+11,5.1089477161730255,3.058896594185228,1.510022382054706,0.2615310125131233,Iris-setosa
+12,6.179390664134388,3.054101004113075,4.899615450279868,1.6684670771256267,Iris-versicolor
+13,5.108947716236574,3.0608759908634133,1.5100223823016503,0.2615651068552317,Iris-setosa
+14,5.1089477161730255,3.060818546000559,1.5100223820547056,0.2615309506121973,Iris-setosa
+15,5.108947716173027,3.05407050904329,1.5100223820547094,0.2615309952634433,Iris-setosa
+16,5.108947718598131,3.0552382579114874,1.5100223868354083,0.2616062116830593,Iris-setosa
+17,6.217597698062423,3.054144225005173,5.008896391273486,1.70194990225382,Iris-virginica
+18,6.187069999682324,3.0541284008075205,4.941014628444274,1.6939999879677787,Iris-versicolor
+19,6.1828866744119475,3.054134852980724,4.926714766891377,1.689536088202139,Iris-versicolor
+20,6.179961239159519,3.05419374233669,4.904150072755703,1.6770792968702781,Iris-versicolor
+21,5.1089477161730255,3.0547174063566462,1.5100223820547056,0.2615308515064345,Iris-setosa
+22,5.1089477161730255,3.0601320897904056,1.5100223820547058,0.26153101511987387,Iris-setosa
+23,5.1089477161730255,3.058097224013279,1.5100223820547063,0.26153103036631564,Iris-setosa
diff --git a/iris/lct_gan/3/0/test.csv b/iris/lct_gan/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/0/train.csv b/iris/lct_gan/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/0/val.csv b/iris/lct_gan/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/synth.csv b/iris/lct_gan/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..075707a8df101bb3c470219cd60bc66ac564ddf2
--- /dev/null
+++ b/iris/lct_gan/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173042,3.054047056229591,1.5100223820547398,0.2615312060969419,Iris-setosa
+1,5.108947716173117,3.054065251273505,1.5100223820548797,0.26153157576734576,Iris-setosa
+2,5.108947716173361,3.064726747887415,1.510022382056544,0.26153661263588734,Iris-setosa
+3,6.213776596426268,3.0541444756608502,5.001199129779487,1.7028168116624245,Iris-virginica
+4,6.179376181239793,3.054515078361821,4.899521280179415,1.667763438967234,Iris-versicolor
+5,6.203643276679851,3.054137770542876,4.9835035665460445,1.7008164863996476,Iris-virginica
+6,5.108947716183277,3.055834719162101,1.5100223820803615,0.26154168788820914,Iris-setosa
+7,6.182314235068804,3.054141239977666,4.923304860563874,1.6881675819761024,Iris-versicolor
+8,5.1089477161730255,3.0548706954906897,1.5100223820547067,0.26153101070311024,Iris-setosa
+9,5.1089477161730255,3.05474687558578,1.5100223820547056,0.2615308556171092,Iris-setosa
+10,6.189246985639796,3.0541127892816955,4.947613545237906,1.69497241805929,Iris-versicolor
+11,5.1089477161730255,3.0554978334040768,1.5100223820547067,0.26153105322736425,Iris-setosa
+12,6.1834329517823585,3.0541544489243644,4.928853524595252,1.690169687015409,Iris-versicolor
+13,5.108947716934286,3.057436900289395,1.5100223837710887,0.2615979811761504,Iris-setosa
+14,6.180194992312617,3.054247064165832,4.905323535118587,1.6785680350759635,Iris-versicolor
+15,5.1089477161730255,3.0581756818437693,1.5100223820547056,0.2615309152491353,Iris-setosa
+16,5.1089477161730255,3.0545953622847626,1.5100223820547056,0.2615308477085713,Iris-setosa
+17,5.108947716173026,3.054740333609699,1.5100223820547072,0.2615310456946827,Iris-setosa
+18,5.1089477161730255,3.054418786686159,1.5100223820547056,0.26153083738794936,Iris-setosa
+19,5.1089477500282,3.056888629023405,1.510022459323125,0.26178846121867566,Iris-setosa
+20,5.1089477161730255,3.0542964495852236,1.5100223820547056,0.26153083820205186,Iris-setosa
+21,5.1089477161730255,3.0550227445903846,1.5100223820547056,0.2615308572861601,Iris-setosa
+22,5.108953748895664,3.0550187707250367,4.899519289805119,1.6680600507161643,Iris-versicolor
+23,6.179366839084326,3.0540156360266666,4.899493330428012,1.665986215768339,Iris-versicolor
+24,5.108947716173027,3.0540573836107523,1.5100223820547098,0.261530989993939,Iris-setosa
+25,6.182711993195256,3.0541231057204894,4.924693106068607,1.6887359098097825,Iris-versicolor
+26,5.1089477161730255,3.0544008995378227,1.5100223820547056,0.2615308641091625,Iris-setosa
+27,5.108947716173056,3.054009474479438,4.899491293664665,1.6654282995303884,Iris-versicolor
+28,5.1089477161730255,3.054673017322812,1.5100223820547056,0.26153085513100693,Iris-setosa
+29,6.181251379261666,3.05414995518337,4.917291128011539,1.6849301211600125,Iris-versicolor
+30,5.1089477161730255,3.054274723854417,1.510022382054706,0.2615309266382411,Iris-setosa
+31,5.1089477161730255,3.055022517894719,1.510022382054706,0.261530957695828,Iris-setosa
+0,5.1089477161730334,3.064781393114136,1.5100223820547585,0.2615322581845127,Iris-setosa
+1,6.184316590006439,3.054137017720579,4.931445727272855,1.6910214136740938,Iris-versicolor
+2,5.108947716219561,3.0540483827841056,4.899491293881157,1.6654469679289985,Iris-versicolor
+3,6.205976973031771,3.054135637888055,4.986362493284548,1.7008507116165077,Iris-virginica
+4,5.108947716173088,3.0540753950304222,1.5100223820548269,0.2615314894585331,Iris-setosa
+5,6.180071171445799,3.054236673042236,4.9053117118527085,1.6784118870101852,Iris-versicolor
+6,5.1089477161730255,3.055561745382126,1.5100223820547056,0.2615309022156501,Iris-setosa
+7,5.1089477161730255,3.0550550764434394,1.5100223820547056,0.2615308568949299,Iris-setosa
+8,5.108947716173039,3.054380424557338,1.5100223820547436,0.26153146460064997,Iris-setosa
+9,6.190934852059624,3.054090767930886,4.955459653797364,1.6958058102464642,Iris-versicolor
+10,5.1089477161730255,3.054468784349871,1.5100223820547063,0.2615309631725953,Iris-setosa
+11,5.1089477161730255,3.0543475902609596,1.5100223820547056,0.26153083664974736,Iris-setosa
+12,5.1089477161730255,3.0571777868414123,1.5100223820547056,0.26153090976783305,Iris-setosa
+13,5.108947716173031,3.079733202453937,1.5100223820547662,0.2615325091913403,Iris-setosa
+14,6.199444672393515,3.0541332135248123,4.973234541682645,1.699933756392706,Iris-virginica
+15,6.212829273035482,3.054142917128147,4.999078594545888,1.7037676397366974,Iris-virginica
+16,5.108947716383298,3.054031915266439,4.899491294669487,1.6654601330299053,Iris-versicolor
+17,5.1089477161730406,3.061637785700487,1.5100223820547911,0.26153248406291,Iris-setosa
+18,6.181177290099836,3.0541321660887073,4.917705557888474,1.6848936936532208,Iris-versicolor
+19,5.1089477161730255,3.056956602506361,1.5100223820547056,0.26153091393780675,Iris-setosa
+20,6.182327447299028,3.0540661643071534,4.923387748102616,1.6891671263349841,Iris-versicolor
+21,5.10894771617322,3.0813961283602236,1.5100223820561003,0.26153741792483226,Iris-setosa
+22,5.1089477161730255,3.0551766902664697,1.510022382054707,0.26153104816322004,Iris-setosa
+23,6.179386262889935,3.055385901689547,4.8995737109141935,1.6695882663962807,Iris-versicolor
+24,5.1089477161730255,3.0633383279943924,1.5100223820547058,0.261530994498382,Iris-setosa
+25,6.209987871760804,3.054139218532514,4.993899798509775,1.7030978793227536,Iris-virginica
+26,6.191730209355823,3.0541245710040985,4.954707016998263,1.6970160452360963,Iris-versicolor
+27,6.180468340674264,3.0541133952624535,4.912255476702148,1.6818710246211312,Iris-versicolor
+28,6.179366647295287,3.054006541433286,4.899492680029713,1.6658834726726293,Iris-versicolor
+29,5.1089477161730255,3.0549493127024205,1.5100223820547056,0.2615308551171001,Iris-setosa
+30,6.223691729970277,3.0541495226957327,5.01764690404535,1.703208094961529,Iris-virginica
+31,6.179457348565831,3.054177633033769,4.89998191078331,1.6706822559588714,Iris-versicolor
+0,5.1089477161730255,3.0546356039349734,1.5100223820547056,0.261530847669013,Iris-setosa
+1,5.1089477161730255,3.0545781826673846,1.5100223820547056,0.2615308840278517,Iris-setosa
+2,6.1794148284863955,3.0543958606908497,4.899681607021425,1.669332348479137,Iris-versicolor
+3,6.179566428594937,3.0543102237114845,4.900397562862166,1.6719598320806286,Iris-versicolor
+4,5.1089477161730255,3.055772052752471,1.5100223820547056,0.2615308749846003,Iris-setosa
+5,6.194947051026606,3.05413214705905,4.963617679894965,1.6989937570595923,Iris-virginica
+6,5.108947716173026,3.0542514189513383,1.5100223820547094,0.26153104538892713,Iris-setosa
+7,5.1089477161730255,3.104405441018006,1.510022382054708,0.26153143992516736,Iris-setosa
+8,5.1089477161730255,3.0548924386538197,1.5100223820547056,0.2615309052217209,Iris-setosa
+9,6.192035340692058,3.054116590169597,4.955545538288364,1.6968085568980389,Iris-versicolor
+10,6.195092761338289,3.0541287341598244,4.964018048953638,1.6985195893554244,Iris-virginica
+11,6.209237311670717,3.054141442688166,4.993010849628627,1.7019800361053854,Iris-virginica
+12,5.1089477161730255,3.0543207176933334,1.5100223820547056,0.26153083412700434,Iris-setosa
+13,6.179368326839128,3.054077681104781,4.899497957498097,1.6664830924463094,Iris-versicolor
+14,5.1089477161730255,3.0683193612338853,1.510022382054706,0.2615310923911323,Iris-setosa
+15,6.179799293869397,3.054239753331226,4.902522113867181,1.6755355054946217,Iris-versicolor
+16,5.1089477161730255,3.0542324796252047,1.5100223820547056,0.26153084102044366,Iris-setosa
+17,6.1793849111874115,3.0546720859889973,4.899550549407335,1.6684091467046436,Iris-versicolor
+18,6.180206366867397,3.0542076300623324,4.9065356158768365,1.678862580750673,Iris-versicolor
+19,5.1089477161730255,3.0545570385422693,1.5100223820547056,0.26153085960063455,Iris-setosa
+20,5.1089477161730255,3.0543095777596423,1.5100223820547056,0.26153083903739055,Iris-setosa
+21,6.180569917929529,3.0541371242388657,4.912578929457942,1.6828280109505829,Iris-versicolor
+22,5.1089477161730255,3.0546165739255424,1.5100223820547056,0.2615308448345723,Iris-setosa
+23,6.18683772838218,3.0540403940666976,4.945570061537426,1.6961353706997573,Iris-virginica
+24,6.180764545162374,3.0540773656564535,4.914665416374781,1.6842614977802035,Iris-versicolor
+25,6.179366521176778,3.0540236546626454,4.899491423869767,1.6656008048727877,Iris-versicolor
+26,6.179433731893851,3.054013314433635,4.901082880210789,1.6734041978146792,Iris-versicolor
+27,5.1089477161730255,3.0544519831623194,1.5100223820547065,0.26153097773255113,Iris-setosa
+28,5.1089477161730255,3.0597399475423797,1.5100223820547058,0.26153097131772235,Iris-setosa
+29,6.204658513625094,3.0540709689120003,4.991572387585824,1.6999274953639973,Iris-virginica
+30,6.179367340869549,3.0540263882861174,4.899495913115141,1.6662967132611604,Iris-versicolor
+31,5.108947716449578,3.0540035247652795,4.899491295897728,1.665459031913615,Iris-versicolor
+0,5.108947888006104,3.0543635795500075,4.899492068498649,1.6660656216258682,Iris-versicolor
+1,5.108948343197368,3.0552149582657764,4.899493886678329,1.66664623421003,Iris-versicolor
+2,6.198167625391211,3.0541312820334663,4.971135693314838,1.6996274782223026,Iris-virginica
+3,5.1089477161730255,3.054558351777282,1.5100223820547056,0.2615308507258342,Iris-setosa
+4,5.108949415948774,3.0552464026551056,4.899498466911493,1.6672855860979143,Iris-versicolor
+5,5.108947716173151,3.2422373975912175,1.5100223820574292,0.26154318156276524,Iris-setosa
+6,5.1089477161730255,3.0568724908678515,1.5100223820547058,0.26153097479126286,Iris-setosa
+7,6.17956828585674,3.0543043794308087,4.90050838365311,1.6721617029480351,Iris-versicolor
+8,5.1089477161730255,3.0547741556874146,1.5100223820547056,0.26153089524660655,Iris-setosa
+9,5.1089477161730255,3.055398048270726,1.5100223820547056,0.26153086908690343,Iris-setosa
+10,5.1089477161730255,3.0549455028468087,1.5100223820547056,0.26153085513456764,Iris-setosa
+11,5.108947716173026,3.0619754002453323,1.5100223820547096,0.261531342397127,Iris-setosa
+12,6.213614775713233,3.054135875060723,5.0029369618701764,1.7015715292676914,Iris-virginica
+13,6.179552550907811,3.0542230452418395,4.9004971426393995,1.6721548383287526,Iris-versicolor
+14,6.179485469653791,3.05422343521775,4.900098807652637,1.6711491899562774,Iris-versicolor
+15,6.1842914047808195,3.054147320173267,4.932001009215853,1.6912809184690054,Iris-versicolor
+16,6.182507027240625,3.0541138217883868,4.923120354925615,1.6875720990919048,Iris-versicolor
+17,6.187709529212087,3.0541024881244834,4.94306211746123,1.693967400602097,Iris-versicolor
+18,6.179411481547443,3.054028425418474,4.900032187657127,1.6704413548042396,Iris-versicolor
+19,5.1089477161730255,3.05582549094803,1.5100223820547056,0.2615308958753118,Iris-setosa
+20,5.108947716173026,3.056958697604965,1.5100223820547078,0.2615311536683438,Iris-setosa
+21,5.1089477161730255,3.0542310590040627,1.5100223820547056,0.2615308336197485,Iris-setosa
+22,6.179369715690919,3.0540061169916695,4.89954738319743,1.6676269487860824,Iris-versicolor
+23,5.1089477161730255,3.0578668082443334,1.5100223820547058,0.26153094456965564,Iris-setosa
diff --git a/iris/lct_gan/3/1/test.csv b/iris/lct_gan/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/train.csv b/iris/lct_gan/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/1/val.csv b/iris/lct_gan/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/synth.csv b/iris/lct_gan/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ba134c2ca87f3d5a0dc9f1d009ed5821c131529
--- /dev/null
+++ b/iris/lct_gan/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0604157070979165,1.5100223820547056,0.26153094770318913,Iris-setosa
+1,5.108947716461593,3.0540520883350597,4.899491295080064,1.665462825638406,Iris-versicolor
+2,5.1089477161730255,3.055728425558953,1.5100223820547056,0.2615308938953352,Iris-setosa
+3,5.108947729416296,3.054526649349322,4.899491343973341,1.6656627725321829,Iris-versicolor
+4,6.188055535428053,3.054125758364154,4.944616355349845,1.6946240092668357,Iris-versicolor
+5,5.1089477161730255,3.054724827344417,1.5100223820547056,0.261530860635508,Iris-setosa
+6,5.1089477161730255,3.0567012657095645,1.5100223820547056,0.26153089215226955,Iris-setosa
+7,6.192616323260845,3.0541221194735995,4.956801425436799,1.6972065351585348,Iris-virginica
+8,5.108947716173178,3.054253229221378,1.510022382055036,0.26153214452810897,Iris-setosa
+9,6.179797834979761,3.0541920839894727,4.90242074414575,1.6749706116019087,Iris-versicolor
+10,6.179653858071758,3.0540448676963754,4.9035040376422225,1.676764095347338,Iris-versicolor
+11,6.2131051967746,3.0541449919896606,4.99990820471034,1.702872678048344,Iris-virginica
+12,6.179455546963928,3.054368271486203,4.8998428797087055,1.6702952858853808,Iris-versicolor
+13,6.200946343344724,3.0541306619282502,4.976411636254089,1.6995434812529924,Iris-virginica
+14,6.184589852266538,3.054146820622753,4.933012243754603,1.6917015395326482,Iris-versicolor
+15,5.1089477161730255,3.0545304968366156,1.5100223820547056,0.2615308604315722,Iris-setosa
+16,5.108947721792185,3.0651314554948534,1.510022402029584,0.2617515084095401,Iris-setosa
+17,5.1089477161730255,3.056304458944149,1.5100223820547056,0.261530885787422,Iris-setosa
+18,5.1089477161730255,3.0551856065601837,1.5100223820547056,0.2615309065515083,Iris-setosa
+19,5.1089477161730255,3.0547648330419706,1.5100223820547056,0.2615308574291134,Iris-setosa
+20,5.108947716173026,3.0899480234316408,1.5100223820547163,0.26153182376752715,Iris-setosa
+21,6.189719028486654,3.0541128393021495,4.950268898092615,1.696130450620918,Iris-versicolor
+22,6.189803105428031,3.0541208392920827,4.949979621067044,1.6962231164559287,Iris-versicolor
+23,6.179372815404852,3.0540305418546945,4.899535822489759,1.667627137204221,Iris-versicolor
+24,6.179657386862648,3.054123871635895,4.901529670860064,1.6735472863011642,Iris-versicolor
+25,5.1089477161730255,3.054853931381413,1.5100223820547058,0.26153091602522627,Iris-setosa
+26,5.1089477161730255,3.0555508103599855,1.5100223820547056,0.2615308698680706,Iris-setosa
+27,6.199658473343002,3.054138501631368,4.974411616959805,1.7003199205912143,Iris-virginica
+28,5.1089477161730255,3.0642281228716373,1.5100223820547085,0.26153129701248456,Iris-setosa
+29,6.180331788761125,3.0541635684190984,4.9084574705289725,1.6797800612614064,Iris-versicolor
+30,6.219353698345123,3.0541516267746247,5.010993663779073,1.7037217342265714,Iris-virginica
+31,6.182102739514405,3.054166536894702,4.922154545240705,1.6872733299145046,Iris-versicolor
+0,5.1089477161730255,3.0542945575115548,1.5100223820547056,0.26153083929532417,Iris-setosa
+1,5.1089477161730255,3.139547864725071,1.5100223820547127,0.26153178667695853,Iris-setosa
+2,6.179494010831472,3.054516859125201,4.900034113759806,1.671504591834927,Iris-versicolor
+3,6.181817231487813,3.0540923641015594,4.921730793075655,1.6883764846736935,Iris-versicolor
+4,5.1089477161730255,3.0670043846994464,1.510022382054707,0.26153118462593394,Iris-setosa
+5,5.1089477161730255,3.0584600984723505,1.5100223820547067,0.2615310819809708,Iris-setosa
+6,5.108947716173563,3.136481298822253,1.5100223820611163,0.26154647473803994,Iris-setosa
+7,5.108947716173026,3.058584819525233,1.5100223820547114,0.26153138003052184,Iris-setosa
+8,5.1089477161730255,3.067874690792787,1.5100223820547078,0.2615312753062291,Iris-setosa
+9,6.1802180711876185,3.054080883420033,4.910668390372026,1.6815018262117245,Iris-versicolor
+10,5.1089477161730255,3.0587276045903256,1.5100223820547056,0.2615309329636016,Iris-setosa
+11,6.17938987379266,3.054383345087764,4.899567337676152,1.6681803518232468,Iris-versicolor
+12,6.209867491339284,3.0541215709339813,4.995741925164385,1.699639935026685,Iris-virginica
+13,6.182307655097888,3.0540601932396565,4.924682337676769,1.6902572843209256,Iris-versicolor
+14,5.1089477161730255,3.0547417705060402,1.5100223820547058,0.261530922165463,Iris-setosa
+15,5.1089477161730255,3.0550168368188233,1.5100223820547056,0.2615308586184371,Iris-setosa
+16,6.1793836420991815,3.0546356866441777,4.89954198923054,1.6681964352689655,Iris-versicolor
+17,5.1089477161730255,3.0563027938931593,1.5100223820547056,0.26153092089802543,Iris-setosa
+18,5.1089477161730255,3.0545072475006396,1.5100223820547056,0.26153084428556755,Iris-setosa
+19,6.209872444095524,3.054134726376276,4.994122376541534,1.7012227485329374,Iris-virginica
+20,6.17936678327345,3.054003547095334,4.899495374236924,1.6662090631924473,Iris-versicolor
+21,5.108947716187515,3.0542719149612925,1.5100223820874041,0.2615387045776142,Iris-setosa
+22,5.1089477161730255,3.0543797580791234,1.5100223820547056,0.26153083655143416,Iris-setosa
+23,5.1089477161730255,3.056445872968343,1.5100223820547056,0.2615308865946822,Iris-setosa
+24,6.188272005176932,3.0540616218034478,4.948914428880806,1.6962729436734585,Iris-virginica
+25,5.1089477161730255,3.0541467621125316,1.5100223820547056,0.2615308373232295,Iris-setosa
+26,6.179391407171464,3.05462609705528,4.899568332495361,1.6687797967901636,Iris-versicolor
+27,5.108947716173031,3.1287936750908436,1.5100223820547856,0.2615334223966783,Iris-setosa
+28,5.1089477161730255,3.0666261504770413,1.510022382054706,0.2615310541782899,Iris-setosa
+29,6.214042140571508,3.0541250371866804,5.002575007579831,1.700262037886513,Iris-virginica
+30,6.190437162803553,3.0541191944656068,4.951743823836234,1.6965330618468992,Iris-versicolor
+31,6.185432717747541,3.054057708215451,4.936015980974983,1.6929140991616523,Iris-versicolor
+0,6.2249803222489515,3.0541049896754364,5.024349608875761,1.701352282332726,Iris-virginica
+1,5.108947716173031,3.054095004979035,1.5100223820547187,0.2615311026561756,Iris-setosa
+2,6.183645126562936,3.0541590228842312,4.9298430597613665,1.6907436429233584,Iris-versicolor
+3,5.1089477161730255,3.0553022219098027,1.5100223820547056,0.2615308920000241,Iris-setosa
+4,6.179366641692359,3.0540168623154518,4.899492230489852,1.6658385707592795,Iris-versicolor
+5,5.108947718794554,3.0569313188459404,1.510022389368975,0.2616349345570082,Iris-setosa
+6,6.22676669720562,3.0541271374420327,5.025518723547341,1.7008374521997947,Iris-virginica
+7,5.1089477161730255,3.0550809766999723,1.5100223820547056,0.2615308588140095,Iris-setosa
+8,6.188796737987981,3.054109553724286,4.946483867769071,1.6947119866712812,Iris-versicolor
+9,5.108947716972388,3.054010288634805,4.899491297800269,1.6654704707292312,Iris-versicolor
+10,5.108947716252038,3.0543045631871157,1.5100223821873697,0.2615442998382556,Iris-setosa
+11,5.108947716212759,3.054008445132827,4.899491293880855,1.6654400540051217,Iris-versicolor
+12,5.108947893645719,3.0570312058061946,1.5100228052994378,0.26199385923181345,Iris-setosa
+13,5.1089477161730255,3.05466297474506,1.5100223820547056,0.2615308491393609,Iris-setosa
+14,6.2140138434895436,3.054143819169118,5.001363113251711,1.703751133981493,Iris-virginica
+15,5.1089477161730255,3.0551350412517317,1.5100223820547056,0.261530858723134,Iris-setosa
+16,6.180329899407322,3.0541945363500824,4.90796940739545,1.6794869723607035,Iris-versicolor
+17,5.108947716173027,3.0752959015361427,1.5100223820547234,0.26153196651221194,Iris-setosa
+18,6.179383145006808,3.054138141262736,4.899559000356887,1.6679661148939597,Iris-versicolor
+19,6.179366849613067,3.0540403585260143,4.899492886879359,1.6659931999332207,Iris-versicolor
+20,5.1089477161730255,3.0617329266415805,1.5100223820547058,0.2615309873982181,Iris-setosa
+21,5.108947716173264,3.0769099022313386,1.5100223820563448,0.2615372949090299,Iris-setosa
+22,6.1998740688300105,3.0541340788774094,4.974237390383151,1.700492224492797,Iris-virginica
+23,5.1089477161730255,3.054330953535932,1.5100223820547058,0.2615308897858084,Iris-setosa
+24,5.1089477161730255,3.0549000734579637,1.5100223820547056,0.26153085469058734,Iris-setosa
+25,6.196029335630579,3.054131491384851,4.966068958592159,1.69950897218543,Iris-virginica
+26,5.1089477161730255,3.0551129314312533,1.5100223820547056,0.2615308602633462,Iris-setosa
+27,6.179366692939257,3.0540110175387536,4.899492763219418,1.6658817932736198,Iris-versicolor
+28,5.108947716173026,3.054122071037902,1.5100223820547085,0.26153099325701473,Iris-setosa
+29,5.108947716178397,3.057006734748614,1.5100223820723937,0.26154178853538057,Iris-setosa
+30,5.1089477161730255,3.0544423571491737,1.5100223820547056,0.26153084629861056,Iris-setosa
+31,5.1089477161730255,3.0567260265512193,1.5100223820547056,0.2615309233570484,Iris-setosa
+0,5.1089477161730255,3.054205315298848,1.5100223820547056,0.26153087358619054,Iris-setosa
+1,6.179366745183754,3.0540071471880434,4.899493585409328,1.6659688368969388,Iris-versicolor
+2,6.184138441023764,3.054031458463478,4.933452481502104,1.6922201347656993,Iris-versicolor
+3,5.1089477161730255,3.0556148229575046,1.5100223820547056,0.2615308689331597,Iris-setosa
+4,6.188303738651846,3.0541235546342547,4.945147746095968,1.6949949858214466,Iris-versicolor
+5,5.1089477161730255,3.054448730185164,1.5100223820547056,0.2615308403571965,Iris-setosa
+6,5.108947716173027,3.0862313720372496,1.5100223820547325,0.26153217983806193,Iris-setosa
+7,5.1089477161730255,3.078349481892641,1.5100223820547063,0.26153116553401773,Iris-setosa
+8,5.108947730634704,3.054744111820488,4.899491343418717,1.6657266459752869,Iris-versicolor
+9,6.179368045008625,3.0541013846181784,4.899497013415037,1.6663565076758715,Iris-versicolor
+10,5.108948884995955,3.054569512690133,4.899496154569959,1.6667922006612323,Iris-versicolor
+11,6.191236064555372,3.0540950636150312,4.953594789702148,1.6956377184282911,Iris-versicolor
+12,5.1089494108389015,3.054622782700248,4.899498321007994,1.6669294526715677,Iris-versicolor
+13,6.192688209338537,3.0541253185438735,4.9576972343213415,1.6976326994675013,Iris-virginica
+14,5.1089477161730255,3.055424870201604,1.5100223820547058,0.2615309594439698,Iris-setosa
+15,5.108947716173026,3.054470772540288,1.5100223820547076,0.2615310304789373,Iris-setosa
+16,5.1089477161730255,3.0541867701620653,1.5100223820547056,0.26153084715208336,Iris-setosa
+17,6.181515627177734,3.0541668062907554,4.919031694410782,1.6853611092995915,Iris-versicolor
+18,5.108947716173037,3.0544318497597804,1.5100223820547467,0.2615314325652924,Iris-setosa
+19,5.1089477161730255,3.05483406260808,1.5100223820547056,0.26153085084450334,Iris-setosa
+20,6.180130665131639,3.0542160590559537,4.905466952650823,1.6786113647225327,Iris-versicolor
+21,5.1089477161730255,3.0552962141224884,1.5100223820547056,0.26153086973094547,Iris-setosa
+22,5.108947877835588,3.0540853421517404,4.899491957377326,1.66586749490624,Iris-versicolor
+23,6.1858741774640515,3.054139284262183,4.937431317865046,1.6931201878221087,Iris-versicolor
diff --git a/iris/lct_gan/3/10/test.csv b/iris/lct_gan/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/train.csv b/iris/lct_gan/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/10/val.csv b/iris/lct_gan/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/synth.csv b/iris/lct_gan/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99bf764fd0adb5a6267a7c8a256bb10cea2ae636
--- /dev/null
+++ b/iris/lct_gan/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0553952667460975,1.5100223820547056,0.2615308720271947,Iris-setosa
+1,6.17992693679961,3.0541677030995142,4.903992650685998,1.6764490634822886,Iris-versicolor
+2,5.108947716501165,3.0589457552483568,1.5100223830761097,0.2615866411713903,Iris-setosa
+3,5.108947716173026,3.0544105852183145,1.5100223820547078,0.2615310437429925,Iris-setosa
+4,5.1089477161730255,3.054752088177423,1.5100223820547056,0.261530847315988,Iris-setosa
+5,5.108947716173026,3.0546043179206896,1.5100223820547072,0.26153101743932766,Iris-setosa
+6,6.215877384954051,3.054147574111654,5.004680934820787,1.7038905470907812,Iris-virginica
+7,5.1089477161730255,3.054657897385985,1.5100223820547056,0.261530861583061,Iris-setosa
+8,5.108947716173038,3.054791741203734,1.5100223820547454,0.2615315964184401,Iris-setosa
+9,5.1089477161730255,3.062310295649621,1.5100223820547063,0.26153110274402586,Iris-setosa
+10,5.108947716173027,3.054116564272661,1.5100223820547103,0.26153102646293525,Iris-setosa
+11,6.191965921231987,3.054077784956651,4.9572553613041155,1.696216568313866,Iris-virginica
+12,6.179369335897471,3.054011428445086,4.899526390003412,1.6671575170248458,Iris-versicolor
+13,6.189118696425091,3.0541229302275563,4.947603755506534,1.6956069450969828,Iris-versicolor
+14,5.108947716174072,3.054033241968739,4.89949129366904,1.6654311318848412,Iris-versicolor
+15,6.179366666292742,3.054007882353982,4.899492690141046,1.6658888728200862,Iris-versicolor
+16,6.212319328775303,3.054144079295603,4.997897492065277,1.7024332184334956,Iris-virginica
+17,6.179690724545347,3.054348487585393,4.901298893420191,1.6745976962164955,Iris-versicolor
+18,6.20584125747142,3.0541346594517513,4.985669101400821,1.7017298657571311,Iris-virginica
+19,5.1089477161730255,3.0549030924445417,1.5100223820547056,0.26153085297665707,Iris-setosa
+20,6.2403162781736965,3.0541534111603057,5.043487204855688,1.7031676511304328,Iris-virginica
+21,5.1089477161730255,3.054335130577145,1.5100223820547063,0.26153095657346315,Iris-setosa
+22,5.108947716218735,3.0564943001130573,1.5100223821775607,0.2615522676898618,Iris-setosa
+23,5.10894889863736,3.054985471717636,4.899495624802791,1.6669169939299857,Iris-versicolor
+24,5.1089477161730255,3.055132828528967,1.5100223820547058,0.26153091972756504,Iris-setosa
+25,5.108947716173026,3.054225785386711,1.510022382054707,0.2615309743371074,Iris-setosa
+26,5.108947716173026,3.1671567783107073,1.5100223820547196,0.26153209553374085,Iris-setosa
+27,5.1089477161730255,3.058763030290844,1.5100223820547056,0.261530924836056,Iris-setosa
+28,5.1089477161730255,3.0564066154771683,1.5100223820547056,0.2615308960570344,Iris-setosa
+29,5.1089477161730255,3.119812210548385,1.510022382054712,0.2615317403841419,Iris-setosa
+30,5.1089477161731915,3.071923173929844,1.5100223820558905,0.2615366799729485,Iris-setosa
+31,5.1089477161730255,3.0555189267666694,1.5100223820547056,0.26153087005582076,Iris-setosa
+0,5.1089477161730255,3.0547806922300436,1.5100223820547056,0.2615308576580883,Iris-setosa
+1,5.108947716173027,3.1957446855312615,1.5100223820547578,0.2615331140488126,Iris-setosa
+2,5.1089477161730255,3.054705839293305,1.5100223820547056,0.2615308458538327,Iris-setosa
+3,6.1834777772242004,3.0540848506256295,4.9276880056410395,1.6897800790879784,Iris-versicolor
+4,5.1089477161730255,3.054457857981004,1.5100223820547056,0.26153084457582115,Iris-setosa
+5,5.1089477161730255,3.055020873168862,1.5100223820547056,0.2615308714917407,Iris-setosa
+6,5.108947785830121,3.0543714088264324,4.899491577827961,1.665877998248866,Iris-versicolor
+7,5.1089477161730255,3.056814664254728,1.5100223820547056,0.2615309081814794,Iris-setosa
+8,5.1089477161730255,3.0661864087800614,1.5100223820547058,0.2615310066799981,Iris-setosa
+9,5.1089477161730255,3.0545005472501323,1.5100223820547056,0.26153084928631654,Iris-setosa
+10,5.1089477161730255,3.0545350861409517,1.5100223820547056,0.2615308440313941,Iris-setosa
+11,5.1089477161730255,3.0554052458832732,1.5100223820547056,0.26153087796675434,Iris-setosa
+12,6.180779027216133,3.0540972607983763,4.915458211083456,1.6841650570571178,Iris-versicolor
+13,6.217286608638514,3.054140204427236,5.008833932099456,1.702064626877314,Iris-virginica
+14,6.179377952719363,3.0541190551956827,4.899540364147053,1.6678892980015732,Iris-versicolor
+15,5.1089477161730255,3.0572465666888005,1.5100223820547063,0.26153103827341506,Iris-setosa
+16,5.1089477161730255,3.0543604653522562,1.5100223820547056,0.26153083519623743,Iris-setosa
+17,6.1856610207075216,3.054140349558244,4.936764740652748,1.693395598044303,Iris-versicolor
+18,5.10894771617455,3.05400973896872,4.899491293672325,1.665431120561544,Iris-versicolor
+19,6.1809085364932566,3.054188396826727,4.915226127851003,1.6840760535486967,Iris-versicolor
+20,5.1089477161730255,3.054237482349788,1.5100223820547056,0.2615308480516918,Iris-setosa
+21,5.10894779572393,3.0617280816128614,1.5100226154783392,0.26200809511450973,Iris-setosa
+22,6.20007609582857,3.0541357067243498,4.9744364555500376,1.7005215589946834,Iris-virginica
+23,5.1089477169111,3.0540238548545138,4.899491297276341,1.6654745782835236,Iris-versicolor
+24,6.180387235717792,3.05405177103785,4.9128050656865385,1.683092943166681,Iris-versicolor
+25,6.181022988631486,3.054190845049361,4.915952207932312,1.6847271222307634,Iris-versicolor
+26,5.1089477161730255,3.0542290716940657,1.5100223820547056,0.2615308740579673,Iris-setosa
+27,6.195941637543944,3.0541025293658883,4.965736820615568,1.6972827963805452,Iris-virginica
+28,5.108947716173035,3.0542032404121797,1.5100223820547312,0.2615312714108247,Iris-setosa
+29,6.179395504778331,3.05410009665123,4.899635539127764,1.6686147357715508,Iris-versicolor
+30,6.187735176318479,3.05406301963428,4.9456223870419,1.6935054841552515,Iris-versicolor
+31,6.219764682296779,3.054142856492339,5.013346150923272,1.7017112164397266,Iris-virginica
+0,5.1089477161730255,3.054591263399723,1.5100223820547056,0.26153087107126693,Iris-setosa
+1,6.179367047398964,3.0540899655597884,4.899492795120684,1.665997391574078,Iris-versicolor
+2,6.1804936274265065,3.0541359040894402,4.911282981327966,1.682372053737159,Iris-versicolor
+3,5.1089477161730255,3.055176357819741,1.5100223820547056,0.2615308713691262,Iris-setosa
+4,6.214767058435453,3.054109456815159,5.005234387637992,1.7004031475747114,Iris-virginica
+5,5.1089477161730255,3.0545957372935275,1.5100223820547056,0.2615308470406496,Iris-setosa
+6,6.212325511354461,3.054137611400607,4.998416888748945,1.704084939144713,Iris-virginica
+7,5.108947716173206,3.0544040010826756,1.5100223820551262,0.26153248953055047,Iris-setosa
+8,6.193269911395561,3.0541262067370902,4.95935490380171,1.6977344844141538,Iris-virginica
+9,6.184589184020922,3.054137708297157,4.932663212159805,1.6919875990501552,Iris-versicolor
+10,6.179366507827722,3.0540040641618895,4.899491440634009,1.665612517078866,Iris-versicolor
+11,5.1089477161730255,3.060860678189991,1.5100223820547058,0.2615309940458218,Iris-setosa
+12,5.1089477161730255,3.0568477853669056,1.5100223820547056,0.26153089713796945,Iris-setosa
+13,5.1089477161730255,3.0548980283672362,1.5100223820547056,0.2615308544112979,Iris-setosa
+14,5.1089477161730255,3.0544369406018648,1.5100223820547056,0.2615308479997735,Iris-setosa
+15,5.108947716173026,3.0570245029395813,1.510022382054712,0.2615313376875745,Iris-setosa
+16,6.203325578003528,3.054136952405966,4.981201863437917,1.7012448758371077,Iris-virginica
+17,6.182806428815154,3.0541350971464456,4.9256349620224285,1.688182268802956,Iris-versicolor
+18,6.203574479103024,3.0541289779608003,4.981242973430915,1.7012229410293906,Iris-virginica
+19,6.208924674510484,3.0541417082481024,4.992381117575858,1.7028185408678522,Iris-virginica
+20,6.2091333484090985,3.0541429915488227,4.992446672193534,1.7019551127086652,Iris-virginica
+21,6.21237339078683,3.0541449220465515,4.99825268640697,1.7028712196430118,Iris-virginica
+22,5.1089477161730255,3.0554969686803517,1.5100223820547056,0.26153087720616536,Iris-setosa
+23,5.1089477161730255,3.0576278192940665,1.5100223820547056,0.2615309131206164,Iris-setosa
+24,6.184930438616652,3.054137000866818,4.933367675726314,1.6915697332959156,Iris-versicolor
+25,5.1089477161730255,3.058328469691613,1.5100223820547056,0.26153091188542477,Iris-setosa
+26,6.180956036486214,3.054186924097277,4.91556282926194,1.6841454436261212,Iris-versicolor
+27,5.1089477161730255,3.054676605966519,1.5100223820547058,0.2615309319633954,Iris-setosa
+28,5.108947716173034,3.0565346225607026,1.510022382054743,0.2615317736525945,Iris-setosa
+29,6.207728706581899,3.0541398743073325,4.989373090508323,1.7018826590012472,Iris-virginica
+30,5.108947716173035,3.1003616073054188,1.5100223820548364,0.26153353566859155,Iris-setosa
+31,5.1089477161730255,3.060532502958865,1.5100223820547058,0.2615309651886863,Iris-setosa
+0,5.108947716173027,3.0675186137826307,1.510022382054716,0.26153168866206095,Iris-setosa
+1,5.1089477161730255,3.0551835902466244,1.5100223820547056,0.26153086102438533,Iris-setosa
+2,6.179714499858121,3.0541601048705473,4.901859098760109,1.6746761768573588,Iris-versicolor
+3,5.1089477161730255,3.0544319321168163,1.5100223820547056,0.26153084066173005,Iris-setosa
+4,6.197860877995155,3.0541305498381606,4.969789319157172,1.699595455295374,Iris-virginica
+5,6.229471833543269,3.0541444426073543,5.0286874698010715,1.7025545303508733,Iris-virginica
+6,6.179677388304493,3.0542921915201826,4.901392862217266,1.6742332661726214,Iris-versicolor
+7,6.201376474607386,3.0541356288197252,4.97762220485685,1.7006143455478089,Iris-virginica
+8,6.181224250476615,3.0541744694444355,4.917182215295833,1.6846488985237251,Iris-versicolor
+9,5.1089477161730255,3.1183285032123207,1.5100223820547094,0.26153155835324554,Iris-setosa
+10,6.186537444528227,3.054104481389895,4.939034398102355,1.6928203240250466,Iris-versicolor
+11,5.1089477161730255,3.0544142452263805,1.5100223820547056,0.26153084148849737,Iris-setosa
+12,6.179721129873384,3.054008973493525,4.909097191640924,1.6843634752233094,Iris-versicolor
+13,6.183465848499641,3.054152799570012,4.928526433129818,1.689504396434363,Iris-versicolor
+14,5.1089477161730255,3.055016613544219,1.5100223820547056,0.261530855331251,Iris-setosa
+15,5.108947716173272,3.066970384978057,1.5100223820562966,0.2615366801913551,Iris-setosa
+16,5.1089477161730255,3.055672179778323,1.5100223820547056,0.26153088228447274,Iris-setosa
+17,5.1089477161730255,3.0926844930764115,1.5100223820547092,0.26153150266010183,Iris-setosa
+18,5.108948502938524,3.0557028933684416,4.899494460986048,1.66689455137209,Iris-versicolor
+19,6.182599229797709,3.0541664383001987,4.924547703075041,1.6883897718229464,Iris-versicolor
+20,5.108947716173026,3.054047150563488,1.5100223820547067,0.2615309217169819,Iris-setosa
+21,6.181300803467352,3.054032258010942,4.920590833418505,1.6886001410824991,Iris-versicolor
+22,5.1089477161730255,3.054249823554177,1.5100223820547056,0.26153083323136683,Iris-setosa
+23,5.1089477161730255,3.054261061918865,1.5100223820547056,0.2615308334837172,Iris-setosa
diff --git a/iris/lct_gan/3/11/test.csv b/iris/lct_gan/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/train.csv b/iris/lct_gan/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/11/val.csv b/iris/lct_gan/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/synth.csv b/iris/lct_gan/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee72f049ff0f7f927a63a2fe268d120982db92f1
--- /dev/null
+++ b/iris/lct_gan/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.23230763786875,3.054150182872653,5.03279420426742,1.7027972944796546,Iris-virginica
+1,5.108947716173026,3.199544759320793,1.5100223820547363,0.26153274048250297,Iris-setosa
+2,5.10894771617303,3.054352854269152,1.5100223820547178,0.2615312115269354,Iris-setosa
+3,6.179401105047296,3.0540149833160255,4.900099345495741,1.6707451472418406,Iris-versicolor
+4,5.1089477161730255,3.0544797742096224,1.5100223820547056,0.26153084903274126,Iris-setosa
+5,5.1089477161730255,3.0543684874910504,1.5100223820547056,0.2615308445755448,Iris-setosa
+6,5.1089477161730255,3.0567013091771758,1.5100223820547056,0.2615308913072314,Iris-setosa
+7,6.179535421405752,3.0540446971243633,4.901446740329049,1.6733219863315392,Iris-versicolor
+8,5.108947716173077,3.0735248684613814,1.5100223820551089,0.2615343951515502,Iris-setosa
+9,5.1089477161730255,3.054321628123453,1.5100223820547056,0.26153085089957784,Iris-setosa
+10,6.198095484146179,3.054121177172263,4.970900595933218,1.6985560527513852,Iris-virginica
+11,6.181436662472185,3.054153877217113,4.918818358936013,1.6858265379910464,Iris-versicolor
+12,5.108947966823714,3.0541010457255147,4.899492323503295,1.6659553650510093,Iris-versicolor
+13,5.1089477161730255,3.0546476110072573,1.5100223820547056,0.26153089831658244,Iris-setosa
+14,6.180344153919441,3.0542359078814765,4.907393792452417,1.6803146614326183,Iris-versicolor
+15,6.1959418676128575,3.0541009436407736,4.965647759386441,1.6973411815336161,Iris-virginica
+16,6.195546018012618,3.05408040768489,4.966531943160399,1.6967792093455454,Iris-virginica
+17,5.108947716173402,3.0573137873368816,1.5100223820560963,0.2615345408699743,Iris-setosa
+18,5.108947788040194,3.0546950629983782,4.899491559717266,1.6659080177546832,Iris-versicolor
+19,6.195056860827333,3.0540784136962755,4.965530257596293,1.696291775699361,Iris-virginica
+20,6.1796487292779405,3.054316574736966,4.900845163622655,1.6732040039502725,Iris-versicolor
+21,5.108947755213004,3.054133467966297,4.8994914934093945,1.6657297908657005,Iris-versicolor
+22,5.1089477161730255,3.0558513153374824,1.5100223820547056,0.2615308739496129,Iris-setosa
+23,5.1089477161730255,3.0541412826654764,1.5100223820547058,0.26153088635464344,Iris-setosa
+24,6.191465754203438,3.05411158094248,4.95468391685921,1.6963635246740008,Iris-versicolor
+25,6.179367195538805,3.054108424409087,4.899493197799675,1.666088201470032,Iris-versicolor
+26,5.1089477161730255,3.0652028985383737,1.5100223820547065,0.2615311114222939,Iris-setosa
+27,6.185374189610384,3.054139064748232,4.935826696159336,1.6927122486858193,Iris-versicolor
+28,5.10894771618548,3.0540112622798925,4.899491293729682,1.6654360442061207,Iris-versicolor
+29,6.181714639924942,3.0541512602556278,4.919495215209916,1.6858835870882254,Iris-versicolor
+30,5.1089477161730255,3.056178009047532,1.5100223820547056,0.2615308895189474,Iris-setosa
+31,5.1089477161730255,3.0552695586162137,1.5100223820547056,0.2615308690859805,Iris-setosa
+0,5.1089477161730255,3.059473454863706,1.5100223820547058,0.2615309761919344,Iris-setosa
+1,5.1089477161730255,3.055554059262052,1.5100223820547056,0.2615308938881624,Iris-setosa
+2,5.1089477161730255,3.057327519077191,1.5100223820547056,0.2615309026112102,Iris-setosa
+3,6.1794378406283395,3.0545040627937947,4.899740672761616,1.6702551185640204,Iris-versicolor
+4,5.108954257514109,3.0551494000525783,4.8995220305625145,1.6682638098432712,Iris-versicolor
+5,6.179856874410218,3.0540374199406815,4.908067698674724,1.6803413124034403,Iris-versicolor
+6,5.1089477161730255,3.0544350782360947,1.5100223820547056,0.26153088568048616,Iris-setosa
+7,5.1089477161730255,3.05584999822862,1.5100223820547056,0.2615308872759154,Iris-setosa
+8,5.1089477161730255,3.0544874988669535,1.5100223820547056,0.261530839918073,Iris-setosa
+9,6.179366733697967,3.0540205221474337,4.8994927205387855,1.6658929222297187,Iris-versicolor
+10,6.182772537572706,3.054105276503813,4.925247579756873,1.6882052329773003,Iris-versicolor
+11,5.1089477161730255,3.0582275330690476,1.5100223820547056,0.26153092152856516,Iris-setosa
+12,5.1089477161730255,3.0542940652811077,1.5100223820547056,0.2615308520517133,Iris-setosa
+13,5.1089477161730255,3.056010334951581,1.5100223820547056,0.2615308767228461,Iris-setosa
+14,5.1089477161730255,3.0558465198135423,1.5100223820547056,0.2615308733376402,Iris-setosa
+15,6.20355323746773,3.054135810538488,4.98277449889261,1.7004567398923611,Iris-virginica
+16,5.1089477161730255,3.0543211577274305,1.5100223820547056,0.26153083500122626,Iris-setosa
+17,5.108947716173027,3.0573067765746904,1.5100223820547132,0.2615313669272179,Iris-setosa
+18,5.108947717229185,3.054027007438593,4.8994912989025226,1.66548706650686,Iris-versicolor
+19,6.1983442318663995,3.0541260626248543,4.970179789049596,1.6994737910116071,Iris-virginica
+20,5.108947716173027,3.054150495698585,1.5100223820547094,0.2615310256418366,Iris-setosa
+21,6.179382474409576,3.054211446659449,4.899552560627387,1.6680124912455165,Iris-versicolor
+22,5.1089477161730255,3.05428614343477,1.5100223820547056,0.26153083619549794,Iris-setosa
+23,5.1089477161730255,3.0544803440176813,1.5100223820547056,0.26153084728971837,Iris-setosa
+24,6.181658078005519,3.054172006745175,4.91989020007267,1.6866533216771005,Iris-versicolor
+25,5.108947716173028,3.0545039878322893,1.5100223820547136,0.2615311789800405,Iris-setosa
+26,5.1089477161730255,3.054205090288558,1.5100223820547056,0.2615308585933468,Iris-setosa
+27,6.205483501705775,3.054104697426186,4.988071278232328,1.6992929193865283,Iris-virginica
+28,5.1089477161730255,3.0541136940016598,1.5100223820547056,0.2615308632355872,Iris-setosa
+29,6.183223032722898,3.0540265391304247,4.930299331281617,1.6920508944941102,Iris-versicolor
+30,5.108947716747328,3.0686094270419892,1.5100223842474152,0.2616372372556636,Iris-setosa
+31,6.194120932122358,3.0541325930171186,4.962085235180308,1.698973339384939,Iris-virginica
+0,6.181680264492009,3.054108667442839,4.919362811516312,1.686381560730889,Iris-versicolor
+1,6.184424850676484,3.0541240811256314,4.931847728474542,1.6912548188863292,Iris-versicolor
+2,5.1089477161730255,3.0548503136083696,1.5100223820547056,0.2615308548423343,Iris-setosa
+3,5.1089477161730255,3.0550028505112548,1.5100223820547056,0.2615308607882548,Iris-setosa
+4,6.180435788886058,3.054096742318825,4.912307776411258,1.6822925771718487,Iris-versicolor
+5,5.1089477161730255,3.0542238024285058,1.5100223820547056,0.26153083711185887,Iris-setosa
+6,6.179373678235446,3.0540971454821753,4.899521238399353,1.6673800945155008,Iris-versicolor
+7,5.1089477161730255,3.0545851753683815,1.5100223820547056,0.26153085458547176,Iris-setosa
+8,6.179366493783955,3.054005708029729,4.899491322790244,1.6655080683937198,Iris-versicolor
+9,5.108949861524111,3.055144824784658,4.8995012271604494,1.667302242954678,Iris-versicolor
+10,6.20218586541011,3.054130576867066,4.978460232126652,1.700868042822605,Iris-virginica
+11,5.108947716173034,3.0918163450694633,1.5100223820547902,0.2615330642072528,Iris-setosa
+12,5.1089477161730255,3.0672167883758292,1.5100223820547076,0.2615312707410657,Iris-setosa
+13,6.212135019871773,3.0541434786350994,4.998169140695614,1.703152548315481,Iris-virginica
+14,5.1089477161730255,3.054729109356892,1.5100223820547056,0.26153087473666525,Iris-setosa
+15,6.1847054709587335,3.054065815038107,4.933640321777382,1.691837156546625,Iris-versicolor
+16,5.1089477161730255,3.0549255896499794,1.5100223820547058,0.2615309197193953,Iris-setosa
+17,5.1089477161730255,3.055509887214104,1.5100223820547056,0.26153087991843316,Iris-setosa
+18,6.179489042257994,3.0540495444295983,4.900808178054271,1.6731747363327467,Iris-versicolor
+19,5.1089477161730255,3.056152262336311,1.5100223820547056,0.26153088863847285,Iris-setosa
+20,5.108947716173026,3.05422058474363,1.5100223820547085,0.26153103543073336,Iris-setosa
+21,5.1089477161730255,3.054522718599417,1.5100223820547056,0.26153086921992663,Iris-setosa
+22,6.1793773941806425,3.0540151214241087,4.899628487833182,1.6686824329405483,Iris-versicolor
+23,5.108947716173165,3.054036978211775,1.510022382055013,0.2615316159292805,Iris-versicolor
+24,6.179510187715332,3.054055938589389,4.900914259044841,1.6732625807841335,Iris-versicolor
+25,6.184735317171381,3.0541462858051154,4.933300326376665,1.6915731868127932,Iris-versicolor
+26,5.1089477161730255,3.0545480037691295,1.5100223820547056,0.2615308531985048,Iris-setosa
+27,6.183945096337963,3.0540511057293367,4.931009732471848,1.6913463688944415,Iris-versicolor
+28,5.1089477161730255,3.065662579794484,1.5100223820547065,0.26153113670238276,Iris-setosa
+29,5.108947716237858,3.054008821618654,4.899491293974312,1.6654436860565973,Iris-versicolor
+30,6.183791906695066,3.054155568919685,4.93003274479599,1.6909724526906036,Iris-versicolor
+31,5.1089477161730255,3.0812656868892323,1.5100223820547087,0.2615314157730494,Iris-setosa
+0,5.1089477161730255,3.056106966268264,1.5100223820547056,0.2615308923627457,Iris-setosa
+1,5.1089477161730255,3.0544199233843115,1.5100223820547056,0.26153083796243753,Iris-setosa
+2,6.202668010373793,3.0541373730330825,4.98030661736131,1.7007198336041982,Iris-virginica
+3,5.1089477161730255,3.055520294285886,1.5100223820547056,0.2615308822552975,Iris-setosa
+4,5.1089477161730255,3.0544131352678523,1.5100223820547056,0.2615308383138901,Iris-setosa
+5,6.1793904892733,3.054049152642537,4.8996699900207465,1.6691060615573574,Iris-versicolor
+6,6.189970200296606,3.054123824634025,4.950631946731724,1.6965961908956149,Iris-versicolor
+7,5.1089477161730255,3.054435378685832,1.5100223820547056,0.2615308459535445,Iris-setosa
+8,5.1089477161730255,3.060557845783534,1.5100223820547058,0.26153097779812556,Iris-setosa
+9,5.108947718448564,3.0540839961147808,4.899491304723058,1.6655271233568711,Iris-versicolor
+10,6.183050610713216,3.054035559867149,4.929276099553702,1.6926789288548199,Iris-versicolor
+11,6.179504725898941,3.0542771460417635,4.900088227938251,1.6713509825200419,Iris-versicolor
+12,5.1089477161730255,3.0554455904672015,1.5100223820547058,0.2615309417867942,Iris-setosa
+13,5.108947716173129,3.1380194791245057,1.5100223820564744,0.26153953404588676,Iris-setosa
+14,6.208313647730349,3.0541280351060567,4.9932463034552725,1.7003869387208161,Iris-virginica
+15,6.180011266773218,3.05401226667995,4.910572201805734,1.684385586214221,Iris-versicolor
+16,6.180565103563226,3.0542054735481194,4.9117575237825095,1.6823989869273575,Iris-versicolor
+17,5.1089477161730255,3.0545788610438516,1.5100223820547056,0.26153086545879306,Iris-setosa
+18,6.18317087122003,3.0541541824462755,4.9267032199485605,1.688966179613686,Iris-versicolor
+19,5.108948031017861,3.054155031058308,4.899492829563167,1.6660856036855338,Iris-versicolor
+20,6.179640459433426,3.0542192023327317,4.901046682084967,1.6735400595275374,Iris-versicolor
+21,5.1089477161730255,3.0544596425176143,1.5100223820547056,0.26153086237438056,Iris-setosa
+22,6.19383144965529,3.0541322798264408,4.961301368794193,1.6987979946919252,Iris-virginica
+23,6.204993783988956,3.0541388679617034,4.984596389475219,1.7018997846602844,Iris-virginica
diff --git a/iris/lct_gan/3/12/test.csv b/iris/lct_gan/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/train.csv b/iris/lct_gan/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/12/val.csv b/iris/lct_gan/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/synth.csv b/iris/lct_gan/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07f7998152297676ee1f5763dd2b445826a719fe
--- /dev/null
+++ b/iris/lct_gan/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.05778799220853,1.5100223820547056,0.2615309029810077,Iris-setosa
+1,6.196671470516489,3.054117252019316,4.968148508901191,1.6980487136668725,Iris-virginica
+2,5.1089477161730255,3.0548828462978865,1.5100223820547056,0.26153085173286844,Iris-setosa
+3,6.1991131695824,3.05412448527631,4.975052123657834,1.6997069792575012,Iris-virginica
+4,6.179536344753347,3.054033237594936,4.902134276665211,1.6755179328522949,Iris-versicolor
+5,5.10894771617303,3.0540427999599786,1.5100223820547165,0.26153104622935053,Iris-setosa
+6,6.1827335513496,3.0541356808274136,4.924894019121549,1.6886832636611404,Iris-versicolor
+7,5.108947716175332,3.0561952014938925,1.5100223820621252,0.26153775799963375,Iris-setosa
+8,5.1089477161730255,3.0611285014605363,1.5100223820547058,0.2615310224235976,Iris-setosa
+9,5.108947716318371,3.056779223461289,1.5100223824390977,0.2615676899311195,Iris-setosa
+10,5.108947813666125,3.054560911134121,4.8994916140037885,1.6659597937948867,Iris-versicolor
+11,6.19893926258246,3.054132688517573,4.972235344980299,1.7001738125205343,Iris-virginica
+12,5.10894771618179,3.0543691208151493,1.510022382072165,0.26153715923001836,Iris-setosa
+13,6.203661104929087,3.054135394414092,4.981536790440501,1.7012810651703214,Iris-virginica
+14,6.202683030387931,3.0541414045282322,4.980463815871196,1.7010116647526512,Iris-virginica
+15,6.225275518791209,3.054154554423879,5.0202037655112965,1.704462564983591,Iris-virginica
+16,5.1089477161730255,3.054075179365166,1.5100223820547058,0.261530891284306,Iris-setosa
+17,6.217991358522094,3.0541482511423355,5.008965929320662,1.7036414860441222,Iris-virginica
+18,6.184638862522474,3.054132861218316,4.933254407502527,1.691468938564069,Iris-versicolor
+19,6.185561557036102,3.054127034546047,4.936146771285837,1.6921283172201436,Iris-versicolor
+20,5.10894795444494,3.059836927807385,1.5100229602449151,0.26214278801023316,Iris-setosa
+21,6.208098216777472,3.0541386338956613,4.990261282725468,1.7018627894520881,Iris-virginica
+22,6.1806892983356025,3.054192780012079,4.9112845790771615,1.6822007955154623,Iris-versicolor
+23,5.1089477161730255,3.0541244680578035,1.5100223820547063,0.26153092055160343,Iris-setosa
+24,5.1089477161730255,3.0548182382343434,1.5100223820547056,0.26153085475436716,Iris-setosa
+25,6.191536272416865,3.054120354796757,4.954300219422279,1.6968616206661051,Iris-versicolor
+26,6.179387101255281,3.054112323011071,4.899579838516129,1.6682313015968946,Iris-versicolor
+27,6.179593812656263,3.0543968265874515,4.900647716724004,1.6728631180170912,Iris-versicolor
+28,5.108947716173076,3.05415106910379,1.510022382054813,0.2615315744365785,Iris-setosa
+29,5.1089477161730255,3.054447420824001,1.5100223820547056,0.26153084639341145,Iris-setosa
+30,6.218428285881015,3.0541374864060704,5.009279888600927,1.7019748321758437,Iris-virginica
+31,5.1089477161730255,3.0548228957586803,1.5100223820547056,0.26153085568840073,Iris-setosa
+0,5.108947716173198,3.054067308438569,1.5100223820550474,0.2615318073920434,Iris-setosa
+1,5.1089477161730255,3.0542372157333477,1.5100223820547056,0.26153084118685227,Iris-setosa
+2,6.179373918741612,3.0540131387756233,4.899579579829669,1.6680215805854612,Iris-versicolor
+3,6.182172716020117,3.0541436194897797,4.922289329924547,1.6870413798449497,Iris-versicolor
+4,5.1089477161730255,3.0565362016826647,1.510022382054706,0.26153101734265816,Iris-setosa
+5,6.17939637221003,3.0543887643517986,4.89959667465049,1.6685959765435654,Iris-versicolor
+6,5.108947716173034,3.0541464196290105,1.5100223820547265,0.2615312188377236,Iris-setosa
+7,6.208777198942776,3.0541390419453442,4.991221676947352,1.7019878012165508,Iris-virginica
+8,5.108947716173045,3.0556911029801865,1.5100223820547751,0.26153186431167347,Iris-setosa
+9,6.179371205488237,3.054007624191149,4.899567506689524,1.6678769058384786,Iris-versicolor
+10,5.108947716177647,3.0540070463060194,4.899491293689837,1.665432751456886,Iris-versicolor
+11,5.1089477161730255,3.054353865369051,1.5100223820547056,0.26153083589162807,Iris-setosa
+12,5.108947783562593,3.0651894525573593,1.510022617479222,0.2620554664289025,Iris-setosa
+13,5.108947716471056,3.0540604077352116,4.899491294772661,1.6654640746254654,Iris-versicolor
+14,6.190468210951977,3.0541188786714,4.951424277123851,1.6963127904392843,Iris-versicolor
+15,5.1089477161730255,3.0554312638645857,1.5100223820547056,0.2615308706946841,Iris-setosa
+16,5.108947716173026,3.0540293873531845,1.510022382054707,0.26153091468814654,Iris-setosa
+17,6.179593234608118,3.0542636933192444,4.900777980965773,1.6731196913194053,Iris-versicolor
+18,5.1089477161730255,3.0544766878583096,1.5100223820547056,0.2615308413702014,Iris-setosa
+19,6.181453907182996,3.054186263618498,4.919050936188764,1.6857320108132121,Iris-versicolor
+20,5.108947716174021,3.05741897030232,1.5100223820589795,0.2615366390999161,Iris-setosa
+21,6.182325771979033,3.054162788832022,4.923001791617166,1.6875251169067012,Iris-versicolor
+22,6.180150282951001,3.0540954654200183,4.909449904155957,1.680983392479935,Iris-versicolor
+23,5.1089477161730255,3.0626940084009284,1.510022382054708,0.2615312371137826,Iris-setosa
+24,6.216113357574983,3.054147646331279,5.005618210143353,1.7032357687736746,Iris-virginica
+25,5.108947716173027,3.05435596715885,1.5100223820547096,0.2615310756284918,Iris-setosa
+26,5.1089477161730255,3.055378398898147,1.5100223820547058,0.2615309382372876,Iris-setosa
+27,6.179515150471726,3.0540356518176224,4.901602824948228,1.6736639986952373,Iris-versicolor
+28,5.108947716173027,3.0581926434690656,1.5100223820547167,0.2615314330148673,Iris-setosa
+29,6.180936536402875,3.0541759759191405,4.914845564941603,1.6841884845280106,Iris-versicolor
+30,5.1089477161730255,3.054692755039285,1.5100223820547056,0.26153089093693827,Iris-setosa
+31,6.179366490421304,3.0540031921261552,4.8994913055748075,1.6654856592015361,Iris-versicolor
+0,5.108947811371738,3.060535212439953,1.5100226447207665,0.2620062367606791,Iris-setosa
+1,6.180105642261468,3.0540639267313794,4.910384427973059,1.6824818370745775,Iris-versicolor
+2,5.1089477161730255,3.0579757010496302,1.5100223820547056,0.2615309122456681,Iris-setosa
+3,6.204809344015864,3.0541184858278343,4.986362449510597,1.7000042394584667,Iris-virginica
+4,6.179546836701901,3.0540448697024765,4.9018057109556565,1.6744515742795456,Iris-versicolor
+5,6.181970285703781,3.0540897977328014,4.921377526351141,1.6871093294616264,Iris-versicolor
+6,5.1089477161730255,3.0595664103499116,1.5100223820547058,0.2615310018438318,Iris-setosa
+7,5.1089477161730255,3.0553794251161217,1.5100223820547056,0.26153086654894614,Iris-setosa
+8,5.1089477161730255,3.054632892089328,1.5100223820547056,0.2615308693999913,Iris-setosa
+9,6.180314584486668,3.054044777160863,4.912886305448714,1.685101800263785,Iris-versicolor
+10,6.215430256478955,3.054146355697915,5.003955200241016,1.7038547199119116,Iris-virginica
+11,5.1089477161730255,3.076647439966155,1.5100223820547065,0.26153119220911514,Iris-setosa
+12,6.179633003631987,3.0540252106279797,4.905113213402146,1.678912991982866,Iris-versicolor
+13,5.1089477161730255,3.0805990547270574,1.5100223820547076,0.2615313240366132,Iris-setosa
+14,5.108947716177412,3.0729554862243913,1.5100223820785486,0.2615497176659342,Iris-setosa
+15,5.1089477161730255,3.0691517434465063,1.510022382054708,0.2615312810564035,Iris-setosa
+16,6.180039642113472,3.054207154434098,4.904264787083214,1.6772347516225594,Iris-versicolor
+17,5.1089477161730255,3.0556599487774085,1.5100223820547056,0.2615308917319439,Iris-setosa
+18,6.195326030300903,3.054125858052894,4.963929863203522,1.6982630894627746,Iris-virginica
+19,6.184420573486234,3.054114840988153,4.931347432866871,1.690881485065829,Iris-versicolor
+20,6.179640600829946,3.0542725101506125,4.900925318513908,1.6730476168952535,Iris-versicolor
+21,5.10894771708395,3.0540949888610536,4.899491297337089,1.6654946301620248,Iris-versicolor
+22,6.203171024679436,3.0541402839920817,4.98101841931796,1.7011694107021242,Iris-virginica
+23,6.179775117156088,3.054163550949043,4.902244465665164,1.674665685800656,Iris-versicolor
+24,6.184481231155195,3.0540902184102277,4.932034649496859,1.69125729034503,Iris-versicolor
+25,6.1811566550098584,3.054133321175068,4.917478363268287,1.6858626685965286,Iris-versicolor
+26,6.208534806701986,3.0541396983490343,4.990703493427455,1.7019223197959232,Iris-virginica
+27,6.208595263234943,3.054142792083301,4.991139344399769,1.702453642633452,Iris-virginica
+28,5.1089477161730255,3.054344619244714,1.5100223820547056,0.2615308784074474,Iris-setosa
+29,5.1089477161730255,3.05431158383517,1.5100223820547056,0.26153083828902485,Iris-setosa
+30,6.2270613527373415,3.0541480263835945,5.024841515518478,1.7025244682776466,Iris-virginica
+31,6.189134069211563,3.0541216246144685,4.947957358352454,1.6955808634588914,Iris-versicolor
+0,5.1089477161730255,3.0545003306667233,1.5100223820547056,0.26153084062335963,Iris-setosa
+1,5.10894773382879,3.054022579287343,4.899491396445161,1.6655976612823369,Iris-versicolor
+2,6.179548429188372,3.054133339990909,4.900610856908018,1.672062397208881,Iris-versicolor
+3,5.10894806883025,3.061307222568099,1.510023531403303,0.26234095117066747,Iris-setosa
+4,6.179366527293909,3.0540038158196743,4.899491647472227,1.6656878051767579,Iris-versicolor
+5,5.1089477161730255,3.054305009308691,1.5100223820547056,0.26153083356315565,Iris-setosa
+6,6.185722168144396,3.0541224066415666,4.936668075263067,1.6924609494600595,Iris-versicolor
+7,5.108947716173497,3.05429619783531,1.51002238205605,0.26153281242451654,Iris-setosa
+8,5.108947716173035,3.073163593046927,1.5100223820547836,0.2615327638819111,Iris-setosa
+9,6.186981098962733,3.05409696039266,4.9407732526274595,1.6928406470827988,Iris-versicolor
+10,5.108947716176113,3.0669434036659386,1.5100223820689755,0.26154584217410054,Iris-setosa
+11,5.1089477161730255,3.054948579186484,1.5100223820547056,0.2615308659067272,Iris-setosa
+12,6.179439579135585,3.054198022965647,4.899835889775822,1.6700427032139888,Iris-versicolor
+13,5.1089477161730255,3.0543515988651797,1.5100223820547056,0.2615308900638188,Iris-setosa
+14,6.179374051526887,3.054226964168957,4.899514242127552,1.6671442066291993,Iris-versicolor
+15,5.1089477161730334,3.0541053054130445,1.510022382054724,0.2615311474552859,Iris-setosa
+16,6.179901096051883,3.0540982925126894,4.904665470767156,1.6767723523032547,Iris-versicolor
+17,5.1089477161730255,3.0544828837537232,1.5100223820547056,0.26153084068671784,Iris-setosa
+18,6.189148088774518,3.0541141068559226,4.946974389278923,1.6948584764722159,Iris-versicolor
+19,6.186111667145454,3.0541165052593415,4.93881784524222,1.693157796408834,Iris-versicolor
+20,5.108947716173028,3.05402315676292,1.5100223820547116,0.2615309723820445,Iris-setosa
+21,6.180731835637525,3.0541622031009323,4.913537525821142,1.6829902919859887,Iris-versicolor
+22,6.179742930297265,3.054315331155782,4.901688790929128,1.6752161204364748,Iris-versicolor
+23,5.1089477262120075,3.054016931055844,4.89949135883022,1.6655642167696105,Iris-versicolor
diff --git a/iris/lct_gan/3/13/test.csv b/iris/lct_gan/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/train.csv b/iris/lct_gan/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/13/val.csv b/iris/lct_gan/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/synth.csv b/iris/lct_gan/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dda61954fdbaf2ca8b29274bf36eab30da8d4735
--- /dev/null
+++ b/iris/lct_gan/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.219707862247008,3.0541531595990534,5.010905828220561,1.7044296219888686,Iris-virginica
+1,6.179396837508611,3.054172477304704,4.899632657985941,1.6689079537509135,Iris-versicolor
+2,5.1089477161730255,3.0571601818552248,1.5100223820547056,0.2615308988414283,Iris-setosa
+3,6.202096595883081,3.0541393199946723,4.979598085944111,1.7010115146706708,Iris-virginica
+4,6.191207006154459,3.0541248881189356,4.95370704487165,1.6971743393110634,Iris-versicolor
+5,6.208979079533845,3.0541376384546672,4.993139588817226,1.700961230681896,Iris-virginica
+6,6.2217914137329435,3.0541470663983863,5.015602285348866,1.7023961905987819,Iris-virginica
+7,5.1089477161730255,3.05455951025955,1.5100223820547056,0.2615308457508991,Iris-setosa
+8,5.1089477161730255,3.0552241201716166,1.5100223820547056,0.2615308664633918,Iris-setosa
+9,6.179366653441545,3.054030871289128,4.899491925324915,1.6658263797845463,Iris-versicolor
+10,5.10894771617307,3.059395449015875,1.5100223820549672,0.26153309388430196,Iris-setosa
+11,5.1089477161730255,3.054532497352918,1.5100223820547056,0.26153084376310304,Iris-setosa
+12,5.1089477161730255,3.055766997831537,1.5100223820547056,0.26153088086764403,Iris-setosa
+13,6.182629340241016,3.054150906993246,4.924715726257559,1.6880132667049446,Iris-versicolor
+14,5.10894771617357,3.0540273197677164,4.899491293667303,1.6654301862035188,Iris-versicolor
+15,5.108947716173026,3.0541450419220726,1.5100223820547087,0.26153100974596327,Iris-setosa
+16,6.179366577070715,3.0540039235843057,4.899492271908655,1.6658161512438618,Iris-versicolor
+17,5.1089477161730255,3.054381449517569,1.5100223820547058,0.2615308930525645,Iris-setosa
+18,6.190323597302113,3.0541184321725017,4.951201201945082,1.6961139579163205,Iris-versicolor
+19,5.108947716173058,3.059989607791157,1.5100223820548908,0.26153285668358095,Iris-setosa
+20,6.185503978456096,3.0540478278299963,4.939319078863116,1.6939809112429949,Iris-versicolor
+21,5.108947716173026,3.1212154287480987,1.5100223820547234,0.261532169691178,Iris-setosa
+22,5.108947716173574,3.0574600657087334,1.5100223820570495,0.26153526939974503,Iris-setosa
+23,5.108947718150109,3.0540084822449036,4.899491306437205,1.6654936237422902,Iris-versicolor
+24,6.179916962527898,3.0541831613818866,4.903342390604611,1.6760490485114377,Iris-versicolor
+25,6.1996001836409,3.0541223401195197,4.9754342077120155,1.6987147220313035,Iris-virginica
+26,6.181367296520565,3.054180153098705,4.9182433130543375,1.6856463971999596,Iris-versicolor
+27,6.215498362454686,3.0541481330025,5.00384359542735,1.704817926486925,Iris-virginica
+28,5.1089477161730255,3.062559254781931,1.5100223820547058,0.2615310144996118,Iris-setosa
+29,5.1089477161730255,3.0583526352684833,1.5100223820547056,0.26153093727373705,Iris-setosa
+30,5.1089477161730255,3.062032036127648,1.5100223820547058,0.2615309990888865,Iris-setosa
+31,5.1089477161730255,3.0544566713252848,1.5100223820547056,0.2615308402607434,Iris-setosa
+0,5.1089477161730255,3.060379907897926,1.5100223820547063,0.2615310715643829,Iris-setosa
+1,5.108947716246505,3.0540625856687944,4.899491293918174,1.6654508952281541,Iris-versicolor
+2,6.194980648059716,3.0541312242150034,4.963351296645538,1.6988923016407664,Iris-virginica
+3,6.179381967649298,3.054017384739601,4.899691722663538,1.6689029521057803,Iris-versicolor
+4,6.1794084517212315,3.0540347824465357,4.899926917901433,1.6699284006960649,Iris-versicolor
+5,6.179366508557394,3.0540099011114936,4.899491391716241,1.6655822444498987,Iris-versicolor
+6,5.1089477161730255,3.054373327815809,1.5100223820547063,0.2615309553596929,Iris-setosa
+7,6.222754713666802,3.0541539372492044,5.016426523824242,1.7038714083756143,Iris-virginica
+8,5.1089550935362915,3.0548398561262333,4.89953070948409,1.6683318534651013,Iris-versicolor
+9,6.179988596139816,3.0542259557606286,4.903757844088479,1.6767741573653356,Iris-versicolor
+10,5.1089477161730255,3.0556410486174035,1.5100223820547056,0.26153087005734765,Iris-setosa
+11,5.10894771722067,3.054044198017204,4.89949129786684,1.6654869171768187,Iris-versicolor
+12,6.179390127500282,3.054111215718959,4.899610185961551,1.668551471730619,Iris-versicolor
+13,6.180351442659475,3.0540398425336504,4.912244433941441,1.6839037936929129,Iris-versicolor
+14,6.188861137762673,3.054119396622699,4.947425914452248,1.695485825676058,Iris-versicolor
+15,5.1089477161730255,3.0547501163376696,1.5100223820547056,0.26153085635302664,Iris-setosa
+16,5.1089477161730255,3.0546520210580077,1.5100223820547056,0.2615308466829016,Iris-setosa
+17,5.1089477161730255,3.055168926568784,1.5100223820547056,0.26153086267849535,Iris-setosa
+18,5.1089477161730255,3.0544194248399923,1.5100223820547056,0.2615308374804172,Iris-setosa
+19,6.1819722069535015,3.0541598133759424,4.921114821676916,1.6863014724183756,Iris-versicolor
+20,5.1089477161730255,3.0548353141130478,1.5100223820547056,0.2615308521442239,Iris-setosa
+21,5.1089477161730255,3.054339337351411,1.5100223820547056,0.26153083663385795,Iris-setosa
+22,5.1089477161730255,3.0548346328186167,1.5100223820547056,0.26153085095018863,Iris-setosa
+23,5.108947716220573,3.054066653267468,4.899491293852449,1.6654469193970538,Iris-versicolor
+24,5.108947716173255,3.0540637580302605,1.5100223820551775,0.26153191875317217,Iris-setosa
+25,6.193404122444655,3.0541281346438676,4.9593413338770365,1.6979097116517048,Iris-virginica
+26,5.1089477161730255,3.0653657781165804,1.5100223820547078,0.26153127594025555,Iris-setosa
+27,6.179366549648751,3.0540299352261986,4.899491519704018,1.6656723953411783,Iris-versicolor
+28,6.23626026641668,3.0541560167014814,5.037684930188314,1.7033693711001958,Iris-virginica
+29,6.197321873939704,3.054120027456466,4.967758870713827,1.6988497240354254,Iris-virginica
+30,5.1089477161730255,3.0545590479633953,1.5100223820547056,0.2615308539231076,Iris-setosa
+31,6.206332891034824,3.0541136874991266,4.989297918128367,1.6999309309362902,Iris-virginica
+0,5.1089477161730255,3.0564037969245748,1.5100223820547056,0.2615308825961306,Iris-setosa
+1,5.108947716202411,3.054099217582942,4.899491293775413,1.665442651369044,Iris-versicolor
+2,5.1089477161730255,3.0835959661980543,1.5100223820547067,0.26153123922456056,Iris-setosa
+3,6.2139792132378595,3.0541423021796787,5.001879658375172,1.7020487997536737,Iris-virginica
+4,5.108947716173026,3.054081366393489,1.5100223820547078,0.26153096976004825,Iris-setosa
+5,6.1944394102442715,3.054127831967924,4.961684684772412,1.6983128351140109,Iris-virginica
+6,5.108947716173072,3.0541061108530356,1.5100223820547998,0.26153143660877753,Iris-setosa
+7,5.108947716184115,3.054140622589176,1.5100223820792316,0.26153615406837905,Iris-setosa
+8,5.108947716173096,3.054108811165175,1.5100223820548564,0.2615315554721649,Iris-setosa
+9,5.1089477161730255,3.0553825440178333,1.5100223820547056,0.2615308642646097,Iris-setosa
+10,6.180404026391088,3.0541992750743314,4.908938279693545,1.6802663709240628,Iris-versicolor
+11,5.1089477161730255,3.0543827326422055,1.5100223820547056,0.26153083766875707,Iris-setosa
+12,5.1089477161730255,3.0562028314683025,1.5100223820547058,0.2615309337831962,Iris-setosa
+13,5.108947716173043,3.068515701213122,1.510022382054826,0.2615330784157162,Iris-setosa
+14,5.108947716173111,3.054175084430636,1.510022382054892,0.2615318002892702,Iris-setosa
+15,5.10894771617334,3.057899396878276,1.5100223820561476,0.26153476694781813,Iris-setosa
+16,6.196434623633687,3.054128874196972,4.967589515552529,1.6988367354188079,Iris-virginica
+17,6.179369276463002,3.0542378170604554,4.899499326935576,1.6666563589321162,Iris-versicolor
+18,5.1089477161730255,3.0545333646424395,1.5100223820547056,0.2615308402517533,Iris-setosa
+19,6.179628449792585,3.05444073843345,4.900809318424309,1.6737377957995132,Iris-versicolor
+20,5.108947716173045,3.088183322138887,1.5100223820549084,0.2615336838636885,Iris-setosa
+21,5.1089477161730255,3.058804260929825,1.5100223820547058,0.2615309805513731,Iris-setosa
+22,5.1089477161730255,3.0542761529024394,1.5100223820547056,0.2615308330478354,Iris-setosa
+23,5.1089477161730255,3.0543291857524637,1.5100223820547056,0.26153083597448484,Iris-setosa
+24,6.19676165195303,3.054122032752194,4.967509896989879,1.698504480015169,Iris-virginica
+25,5.108948732132949,3.0556458869046184,4.899495539220535,1.6669260217893365,Iris-versicolor
+26,6.208646843290922,3.0541401620412842,4.9919568166730715,1.701343805963479,Iris-virginica
+27,6.1795173377277335,3.054378869483429,4.900213574401408,1.6715895382358965,Iris-versicolor
+28,6.19167125872848,3.0540895948399287,4.955677310386395,1.695642279615438,Iris-virginica
+29,6.1794724955318205,3.0543462902070977,4.8999176028926925,1.6707776338731495,Iris-versicolor
+30,5.1089477161730255,3.0552455903541245,1.5100223820547056,0.2615308610598274,Iris-setosa
+31,5.1089477161730255,3.0551208051060197,1.5100223820547056,0.2615308678592891,Iris-setosa
+0,6.235683270314699,3.0541530401637424,5.0373221566997515,1.703125073525092,Iris-virginica
+1,6.179696898823723,3.0540324368966374,4.905540212265475,1.679527845230505,Iris-versicolor
+2,6.197092270741774,3.0541185431306226,4.968428612157409,1.6985320755236726,Iris-virginica
+3,6.19011603331171,3.0541149922066393,4.950533968123525,1.6956832422081625,Iris-versicolor
+4,6.200933752300567,3.0541336286807454,4.976035467936655,1.7002052840593174,Iris-virginica
+5,5.108951615098439,3.0546107831744247,4.899508108768377,1.6674824598063336,Iris-versicolor
+6,6.180827286349356,3.054160312486246,4.914753611505029,1.6836763803406167,Iris-versicolor
+7,6.179480413497261,3.054078036153158,4.900431574146945,1.672182407736042,Iris-versicolor
+8,5.1089477161730255,3.0542300534382343,1.5100223820547056,0.2615308315742359,Iris-setosa
+9,6.179382225883134,3.0540597471055038,4.899597333849056,1.6684562261576525,Iris-versicolor
+10,5.1089477161730255,3.0595251213516375,1.5100223820547056,0.2615309351498898,Iris-setosa
+11,5.108947716173029,3.054326789298547,1.5100223820547147,0.26153115399119087,Iris-setosa
+12,6.179671318602896,3.0543290489351396,4.901177511968254,1.6739656789736614,Iris-versicolor
+13,6.1794522073535205,3.0542656943134894,4.899849451175324,1.6701312817620193,Iris-versicolor
+14,6.210738231063477,3.0541319257087935,4.996918275044651,1.7007870181290394,Iris-virginica
+15,5.108947716225799,3.071848829825765,1.5100223823002057,0.2615754148810083,Iris-setosa
+16,6.193364709548292,3.054113711572335,4.959897406877854,1.6973052499498904,Iris-virginica
+17,5.1089477161730255,3.054169596594433,1.5100223820547056,0.2615308748136397,Iris-setosa
+18,5.108947716173027,3.069147388635845,1.5100223820547198,0.2615318101949589,Iris-setosa
+19,6.182273508513806,3.05416422167843,4.923071392198557,1.6876126408025534,Iris-versicolor
+20,5.1089477161730255,3.0583309368810174,1.5100223820547056,0.26153091201320083,Iris-setosa
+21,5.1089477161730255,3.0541363467396434,1.5100223820547056,0.26153084820474054,Iris-setosa
+22,6.18250923625078,3.0541362888960255,4.924085665900161,1.6880910793178623,Iris-versicolor
+23,5.108947868243856,3.055751223314748,4.899491967167953,1.666243210615455,Iris-setosa
diff --git a/iris/lct_gan/3/14/test.csv b/iris/lct_gan/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/train.csv b/iris/lct_gan/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/14/val.csv b/iris/lct_gan/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/synth.csv b/iris/lct_gan/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9edab76125cecf105e2a6dfd3225ada38e47bc1
--- /dev/null
+++ b/iris/lct_gan/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.18317294079448,3.0541613695440883,4.927360886035209,1.6894499476706288,Iris-versicolor
+1,6.186765196019995,3.0541204542339484,4.940520426795863,1.693641158265634,Iris-versicolor
+2,5.1089477161730255,3.071499274567176,1.510022382054706,0.2615310909041031,Iris-setosa
+3,6.179366915942089,3.054007038609416,4.899495354902997,1.666212199008611,Iris-versicolor
+4,5.108947728557201,3.0543002404489106,4.899491339478646,1.6656532036079204,Iris-versicolor
+5,5.108947725495452,3.0541177385144533,4.8994913260750375,1.665590546280022,Iris-versicolor
+6,6.190856906106195,3.0541044638569526,4.952073169660123,1.6959133994505806,Iris-versicolor
+7,6.183955908531115,3.0541403954658772,4.930023455338339,1.6900505773879624,Iris-versicolor
+8,5.108947716173051,3.0549883831420006,1.5100223820547887,0.2615318184027092,Iris-setosa
+9,5.108947717278622,3.0543037555146304,4.899491298768357,1.6655106774127004,Iris-versicolor
+10,5.1089477161730255,3.0552735154768715,1.5100223820547056,0.2615308655472302,Iris-setosa
+11,6.179511574577712,3.0544569605056417,4.900157537882107,1.6716443801491665,Iris-versicolor
+12,6.192901056547801,3.054097181805804,4.957881804057171,1.6968095683200815,Iris-virginica
+13,5.1089477161730255,3.054284649462035,1.5100223820547065,0.26153096201431547,Iris-setosa
+14,5.1089477161730255,3.0544406892808387,1.5100223820547056,0.26153083878097244,Iris-setosa
+15,5.1089477161730255,3.0543576965811456,1.5100223820547056,0.26153088810782155,Iris-setosa
+16,5.1089477161730255,3.0545416533725196,1.5100223820547058,0.2615309275118221,Iris-setosa
+17,6.181208851894537,3.054117668709696,4.9173803627731125,1.6855776596528853,Iris-versicolor
+18,5.108947716173026,3.056498120433094,1.5100223820547116,0.2615312707798064,Iris-setosa
+19,5.108947716293984,3.0543072117934247,4.899491294114699,0.2615497249160134,Iris-setosa
+20,6.220121303055785,3.0541544267126164,5.01145241478095,1.7053399768681796,Iris-virginica
+21,6.209671182598985,3.054142409012401,4.993303909974211,1.7028024168429026,Iris-virginica
+22,6.198658284299038,3.0541342293160945,4.971982112676304,1.700397875129483,Iris-virginica
+23,5.1089477161730255,3.054657858798418,1.5100223820547056,0.2615308602817481,Iris-setosa
+24,6.179401871777548,3.054236958248124,4.89963187945939,1.6689441675540155,Iris-versicolor
+25,6.179726464683456,3.054100810408018,4.902337693040951,1.6748473469874583,Iris-versicolor
+26,6.1793686468636455,3.0540059086299713,4.8995267989613005,1.6672033540192852,Iris-versicolor
+27,6.1810511781736635,3.0541162764003573,4.915655456504682,1.6840473144807546,Iris-versicolor
+28,5.1089477161730885,3.062344457972074,1.5100223820551009,0.2615339743873491,Iris-setosa
+29,5.1089477161730255,3.054268331952276,1.5100223820547056,0.2615308359324483,Iris-setosa
+30,5.1089477161730255,3.0552861956430997,1.5100223820547056,0.26153086199135994,Iris-setosa
+31,6.208408832119983,3.054093044282888,4.995035094677836,1.7014533462333419,Iris-virginica
+0,6.198488881072368,3.054130916608706,4.971285450253128,1.6995876379817805,Iris-virginica
+1,6.231386665037489,3.054152723526848,5.030225636396408,1.7033002224590008,Iris-virginica
+2,5.108947763905915,3.05418044022894,4.899491535728624,1.6657747724081446,Iris-versicolor
+3,5.108947716173027,3.054049479882208,1.5100223820547105,0.26153100188883943,Iris-setosa
+4,5.1089477161730255,3.0544174153685573,1.5100223820547056,0.2615308400226559,Iris-setosa
+5,5.1089477161730255,3.056349460398388,1.5100223820547056,0.2615309044295411,Iris-setosa
+6,5.1089477161730255,3.056245041537205,1.5100223820547056,0.26153088751471787,Iris-setosa
+7,5.108948130415715,3.0544283028228434,4.899493061993863,1.6662774624942973,Iris-versicolor
+8,5.1089477161730255,3.054680269068634,1.5100223820547056,0.26153084666436305,Iris-setosa
+9,6.179768684638429,3.054047555355616,4.905487087104725,1.6781850470689341,Iris-versicolor
+10,6.179470450794355,3.0541354826322125,4.900153332456143,1.6710520412377619,Iris-versicolor
+11,6.186731056581992,3.0541087176142225,4.940454099880632,1.6926645813437482,Iris-versicolor
+12,5.108947716173034,3.0571913724822513,1.5100223820547427,0.2615318843810186,Iris-setosa
+13,5.1089477161730255,3.05612681929465,1.5100223820547056,0.26153088721501266,Iris-setosa
+14,6.1849951029705945,3.054128673649791,4.933871210606327,1.6917150044964215,Iris-versicolor
+15,5.1089477161730255,3.0552676799500893,1.5100223820547056,0.26153089812471325,Iris-setosa
+16,6.179741989585566,3.05400984958725,4.90881701959707,1.6828938936773756,Iris-versicolor
+17,5.1089477161730255,3.0543102556833213,1.5100223820547056,0.2615308429919287,Iris-setosa
+18,5.108947716173049,3.0540816283751453,1.51002238205476,0.26153130395874513,Iris-setosa
+19,6.179366755804769,3.0540086496246057,4.899493642530196,1.6660011829793275,Iris-versicolor
+20,6.181606185439267,3.054015996063568,4.924702528411465,1.6920972045730531,Iris-versicolor
+21,5.1089477161730255,3.0548139166281074,1.5100223820547056,0.26153085065654524,Iris-setosa
+22,5.1089477161730255,3.058607295902441,1.5100223820547056,0.26153093402522326,Iris-setosa
+23,5.108947716374073,3.0553106970877604,1.5100223824754557,0.26155821379614247,Iris-setosa
+24,5.1089477161730255,3.0560065574954383,1.5100223820547058,0.26153096525882985,Iris-setosa
+25,5.108947716173086,3.054618189169894,1.510022382054907,0.26153215249147355,Iris-setosa
+26,5.1089477161730255,3.054169365484088,1.5100223820547056,0.2615308343331592,Iris-setosa
+27,5.108948000519687,3.0599305256482867,1.510023170207197,0.26222687266383565,Iris-setosa
+28,5.108947716505075,3.068490861888281,1.5100223832201405,0.2616153162540306,Iris-setosa
+29,6.179371751583954,3.054194969781027,4.899508156656823,1.6669827183162107,Iris-versicolor
+30,6.179397515781615,3.0541092782659094,4.89964824289249,1.669018134724014,Iris-versicolor
+31,5.10894789865557,3.0543666199433774,4.899492068374508,1.666116648326727,Iris-versicolor
+0,5.1089477161730255,3.0564324304083907,1.5100223820547056,0.26153088943173514,Iris-setosa
+1,5.1089477161730255,3.0558656942622227,1.5100223820547056,0.2615308885965531,Iris-setosa
+2,5.1089477161730255,3.0683243262010125,1.5100223820547058,0.26153102112375454,Iris-setosa
+3,5.1089477161730255,3.0559036624155085,1.5100223820547056,0.26153088086625964,Iris-setosa
+4,5.108947716173032,3.0540266522990294,1.510022382054718,0.261531047408049,Iris-setosa
+5,5.108947716824583,3.054027441237427,4.899491296747655,1.6654714497414167,Iris-versicolor
+6,6.181082972651697,3.0541953000644373,4.91651180473615,1.6847894127779792,Iris-versicolor
+7,5.1089477161730334,3.05411505846456,1.5100223820547247,0.2615311675491744,Iris-setosa
+8,6.182678799131333,3.054136101467108,4.924411154926333,1.6879808865176493,Iris-versicolor
+9,5.1089477161730255,3.057386299160412,1.5100223820547058,0.26153094481595557,Iris-setosa
+10,5.108947957682547,3.054177697228991,4.899492371639449,1.6660482360762277,Iris-versicolor
+11,6.2030738965560746,3.0541392254375253,4.980888041732925,1.7009439549408782,Iris-virginica
+12,5.1089477161730255,3.054645835979187,1.5100223820547056,0.26153086273245896,Iris-setosa
+13,6.1798239702418405,3.0543099410462387,4.90238850189529,1.6755741255033896,Iris-versicolor
+14,5.1089477161730255,3.054412156416493,1.510022382054706,0.2615309426597029,Iris-setosa
+15,6.194905902155715,3.054130989293696,4.963869361350426,1.6988242068360868,Iris-virginica
+16,5.108947719650507,3.0547261386676596,4.899491308329832,1.6655982567672603,Iris-setosa
+17,5.1089477161730255,3.0542252711960645,1.5100223820547056,0.2615308531522238,Iris-setosa
+18,5.1089477161730255,3.054189705785412,1.5100223820547056,0.2615308460189907,Iris-setosa
+19,6.19186531279343,3.054083675528572,4.956666739244345,1.6957197545438996,Iris-virginica
+20,6.179711303272797,3.0540091660508915,4.908386106482715,1.6841565023842286,Iris-versicolor
+21,5.1089477161730255,3.060447749569376,1.5100223820547058,0.2615309718683536,Iris-setosa
+22,6.1794538932128935,3.0544779826296495,4.8998499122185954,1.6706191191613577,Iris-versicolor
+23,5.1089477161730255,3.0543489121744014,1.5100223820547056,0.26153084063430104,Iris-setosa
+24,5.1089477161730255,3.0552343555865824,1.5100223820547056,0.26153086130898734,Iris-setosa
+25,6.180041097430069,3.05411676375076,4.905950542633772,1.6780058157420228,Iris-versicolor
+26,6.187220687848674,3.054120718360057,4.941111909795974,1.693573461504468,Iris-versicolor
+27,5.1089477161730255,3.0549107085334644,1.5100223820547056,0.26153085411450966,Iris-setosa
+28,5.1089477161730255,3.0558035436279956,1.5100223820547056,0.2615308716769613,Iris-setosa
+29,5.1089477469978695,3.0541043401138706,4.899491454838319,1.6656997829321012,Iris-versicolor
+30,5.1089477161730255,3.054685081748193,1.5100223820547056,0.2615308473617277,Iris-setosa
+31,5.108947716173026,3.054117362537226,1.5100223820547072,0.26153095925050535,Iris-setosa
+0,5.1089477161733114,3.0687019840750938,1.5100223820562548,0.2615370267567349,Iris-setosa
+1,6.179771069816883,3.054241613885846,4.902178505747607,1.6751353159719022,Iris-versicolor
+2,6.179367666464345,3.054006216259458,4.899506507064992,1.666671051162737,Iris-versicolor
+3,5.1089477161730255,3.063104715343646,1.5100223820547058,0.26153097391939106,Iris-setosa
+4,5.1089477161730255,3.056101953003791,1.5100223820547056,0.26153087973003925,Iris-setosa
+5,5.1089477161730255,3.0568252266829714,1.5100223820547056,0.26153093229366026,Iris-setosa
+6,5.1089477161730255,3.054526822616049,1.5100223820547056,0.2615308427834295,Iris-setosa
+7,5.10894771626414,3.1281533488829045,1.5100223827237313,0.2616303902289621,Iris-setosa
+8,5.108947716173026,3.054211986885383,1.5100223820547067,0.26153096811854604,Iris-setosa
+9,6.179405631492484,3.054020556482256,4.900053334090507,1.6709676144140835,Iris-versicolor
+10,6.179489351892406,3.0540148688708113,4.902410031253027,1.6758554174710265,Iris-versicolor
+11,5.1089477161730255,3.0558484507011716,1.510022382054706,0.26153097728228114,Iris-setosa
+12,5.1089477161730255,3.0546771983636485,1.5100223820547056,0.26153084619395356,Iris-setosa
+13,6.191135877212644,3.054104294149639,4.953797106648219,1.6960768158887956,Iris-versicolor
+14,5.1089477161730255,3.0546138344095426,1.5100223820547056,0.26153084517904013,Iris-setosa
+15,6.187560865652173,3.0540725653342227,4.94444407358728,1.6945610596639662,Iris-versicolor
+16,5.1089477161730255,3.054470630717145,1.5100223820547056,0.2615308462585139,Iris-setosa
+17,5.1089477161730255,3.054235544418796,1.5100223820547056,0.26153083503970775,Iris-setosa
+18,5.108947716173028,3.055717476953184,1.5100223820547152,0.26153132881083996,Iris-setosa
+19,6.18312142766764,3.054162022086506,4.927168424481436,1.6899137744000743,Iris-versicolor
+20,5.108947716173064,3.0634714185747898,1.5100223820549201,0.2615332352435266,Iris-setosa
+21,5.1089477161730255,3.0598434720977132,1.5100223820547072,0.261531153213254,Iris-setosa
+22,6.17940888526551,3.054770495905742,4.899678109270257,1.670076097678147,Iris-versicolor
+23,5.1089477161730255,3.059274784537544,1.5100223820547056,0.2615309229324841,Iris-setosa
diff --git a/iris/lct_gan/3/15/test.csv b/iris/lct_gan/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/train.csv b/iris/lct_gan/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/15/val.csv b/iris/lct_gan/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/synth.csv b/iris/lct_gan/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..750f318345590de765412e0c07b56e34e54c3539
--- /dev/null
+++ b/iris/lct_gan/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.193552829229639,3.0540900153349826,4.960957468131744,1.6965214957464445,Iris-virginica
+1,5.1089477161730255,3.0542404651636663,1.5100223820547056,0.2615308512923919,Iris-setosa
+2,6.203496172011119,3.054138621607508,4.982012231824386,1.7012927878780602,Iris-virginica
+3,5.1089477161730255,3.058526825280073,1.5100223820547056,0.26153093866119115,Iris-setosa
+4,5.108947716173038,3.0540921627871547,1.5100223820547314,0.26153120621074855,Iris-setosa
+5,5.108947716173048,3.0541091391343373,1.5100223820547511,0.2615313561176849,Iris-setosa
+6,6.180027595696463,3.054262921266051,4.904962186237612,1.6782627911661652,Iris-versicolor
+7,5.1089477161730255,3.0541549837545796,1.5100223820547065,0.2615309437489558,Iris-setosa
+8,5.108947716597907,3.05452569668418,1.5100223827847536,0.26156203262038885,Iris-setosa
+9,6.188387610622736,3.054119315925884,4.945297662496507,1.6945060970325816,Iris-versicolor
+10,6.20426984496366,3.054134867130337,4.983561798407134,1.7005864433500408,Iris-virginica
+11,5.108947716173085,3.0541184620061745,1.5100223820548508,0.2615315359794643,Iris-setosa
+12,6.201539792859891,3.054137045151962,4.978199877175559,1.7007795597071382,Iris-virginica
+13,5.1089477161730255,3.0542898459294077,1.5100223820547056,0.26153083453722326,Iris-setosa
+14,5.1089477161730255,3.0546282530789735,1.5100223820547056,0.26153084393807735,Iris-setosa
+15,6.219045051834765,3.0541442606370426,5.011878072676204,1.7022534561100118,Iris-virginica
+16,5.1089477161730255,3.0581532469217834,1.5100223820547058,0.2615309814332719,Iris-setosa
+17,5.108947716173026,3.0540822008118873,1.5100223820547076,0.2615309673296592,Iris-setosa
+18,5.108947716217489,3.0540669157270663,4.899491293826728,1.665445884285738,Iris-versicolor
+19,6.204398014263659,3.0541328874548426,4.983233868983217,1.7017776570799688,Iris-virginica
+20,6.1823536608629714,3.05415049856624,4.923338449254152,1.6872969825083681,Iris-versicolor
+21,5.108947716173026,3.0838503611966113,1.5100223820547123,0.2615316409171502,Iris-setosa
+22,5.1089477161730255,3.0546593461554234,1.5100223820547056,0.26153084655781744,Iris-setosa
+23,5.1089477161730255,3.0577854787341696,1.5100223820547056,0.26153090705552534,Iris-setosa
+24,6.18155928763426,3.054170240332647,4.919411852411139,1.685813555899732,Iris-versicolor
+25,5.1089477161730255,3.054644852222629,1.5100223820547056,0.2615308595480269,Iris-setosa
+26,5.1089477161730255,3.088463878199643,1.5100223820547065,0.2615312301297384,Iris-setosa
+27,5.1089477161730255,3.0564999645867403,1.5100223820547056,0.26153090458818445,Iris-setosa
+28,5.1089477161730255,3.056692403750364,1.5100223820547056,0.26153092469677164,Iris-setosa
+29,6.18017399852429,3.0542131774149524,4.905854535025866,1.6785502984853862,Iris-versicolor
+30,6.18692889772069,3.054098397748078,4.942670121733958,1.6939341639687173,Iris-versicolor
+31,5.1089477161730255,3.0553581815286606,1.5100223820547056,0.2615308675612247,Iris-setosa
+0,5.1089477161730255,3.054115034969914,1.5100223820547056,0.2615308684744921,Iris-setosa
+1,6.214685332380062,3.0541435751165937,5.002482832146793,1.7046568689459256,Iris-virginica
+2,5.1089477161730255,3.0604418190578144,1.510022382054706,0.26153104881534067,Iris-setosa
+3,5.1089477161730255,3.0552605048763035,1.5100223820547058,0.2615309199113899,Iris-setosa
+4,5.108947716173042,3.054016192769916,1.5100223820547505,0.2615311166902828,Iris-versicolor
+5,6.210500836198354,3.054128658569448,4.9959354810669225,1.7003129026272994,Iris-virginica
+6,5.108947718305273,3.0541611072542847,4.899491302279198,1.6655333509306547,Iris-versicolor
+7,5.1089477161730255,3.145525730224079,1.510022382054712,0.2615317632298765,Iris-setosa
+8,6.1793788024233915,3.054142266899977,4.89954151357356,1.667913020130702,Iris-versicolor
+9,6.1916918199175335,3.054101925259168,4.956193449037459,1.696039879408331,Iris-versicolor
+10,6.204667027569239,3.054139562550482,4.983880397726159,1.7017558364650631,Iris-virginica
+11,5.1089477161730255,3.0543430662335047,1.5100223820547056,0.2615308474187649,Iris-setosa
+12,5.1089477161730255,3.0545261294485204,1.5100223820547056,0.2615308430626619,Iris-setosa
+13,6.179795869720646,3.0540944650172266,4.90373395132825,1.6768941789039464,Iris-versicolor
+14,5.1089477161730255,3.0544241411512547,1.5100223820547056,0.2615308424003291,Iris-setosa
+15,6.179394933086493,3.0541305668931606,4.899614698354787,1.6686699732813455,Iris-versicolor
+16,5.108947716173026,3.054036310516694,1.5100223820547085,0.26153095672910975,Iris-setosa
+17,6.188901831375988,3.0541145443745332,4.946988740881285,1.694935775217483,Iris-versicolor
+18,5.108949496179253,3.055115244069152,4.8994993740125725,1.6672471516524647,Iris-versicolor
+19,5.108947716173045,3.0651502769704333,1.5100223820548353,0.2615328875190238,Iris-setosa
+20,5.108947717622827,3.0540256806073742,4.8994913000705305,1.6654903714074014,Iris-versicolor
+21,5.108947716173047,3.1700461187137647,1.5100223820551517,0.2615361790863298,Iris-setosa
+22,5.108947716173026,3.1483790987641354,1.5100223820547207,0.2615321186289658,Iris-setosa
+23,6.179564758525568,3.054132968201967,4.9007920627916235,1.6726380439861,Iris-versicolor
+24,6.212678205604015,3.0541392004838968,4.999149301982888,1.7014808634382035,Iris-virginica
+25,6.218548931230375,3.054148871926733,5.010054012156332,1.7030400096686593,Iris-virginica
+26,6.179433949631419,3.05448656929398,4.89972597455848,1.669651189082273,Iris-versicolor
+27,5.1089477161730255,3.0543671159219,1.5100223820547058,0.26153090565935455,Iris-setosa
+28,5.1089477161730255,3.054232956284789,1.5100223820547058,0.2615308919212779,Iris-setosa
+29,5.1089477161730255,3.0542585856737086,1.5100223820547056,0.261530864987153,Iris-setosa
+30,5.108947716173028,3.0542619556209973,1.5100223820547132,0.2615311329896068,Iris-setosa
+31,6.179367325676214,3.054009617799296,4.899498854006071,1.6664522740496237,Iris-versicolor
+0,5.1089477161730255,3.055917633630157,1.5100223820547058,0.2615309361581062,Iris-setosa
+1,5.1089477161730255,3.0547641538605483,1.5100223820547056,0.261530868189759,Iris-setosa
+2,6.185887548650979,3.054133429278111,4.936867559409194,1.6925489562283709,Iris-versicolor
+3,5.1089477161730255,3.0553144571367348,1.5100223820547056,0.2615308702271517,Iris-setosa
+4,6.211747608920397,3.054138562795428,4.997150708468707,1.7039208277616753,Iris-virginica
+5,6.181426218040705,3.0540230153736982,4.921211074340778,1.6885567673901314,Iris-versicolor
+6,5.1089477161730255,3.0547258285584533,1.5100223820547056,0.26153085165021106,Iris-setosa
+7,5.1089477161730255,3.0544836490151024,1.5100223820547056,0.26153085252270386,Iris-setosa
+8,6.179418592079387,3.0540575362756432,4.899901927421455,1.6701460664684256,Iris-versicolor
+9,5.1089477161730255,3.0565806432901725,1.5100223820547056,0.2615308874699153,Iris-setosa
+10,5.108947716173039,3.1952615060066067,1.510022382055022,0.26153571189011887,Iris-setosa
+11,6.185319586588322,3.0541464537012786,4.935806835292625,1.6929271040915288,Iris-versicolor
+12,6.18289148459518,3.0541476888555823,4.926419295851801,1.6888469982079009,Iris-versicolor
+13,5.108947716418249,3.054067171086704,4.899491294836255,1.6654654592706533,Iris-versicolor
+14,6.179395946819472,3.0543731715789275,4.899582054328102,1.6685601560939152,Iris-versicolor
+15,6.237379388539547,3.0541574513338845,5.038897180961461,1.703616262483441,Iris-virginica
+16,5.1089529037194295,3.054868087534647,4.899516178705018,1.667804599358221,Iris-versicolor
+17,5.108947719115468,3.054012300957387,4.899491311439938,1.6655028180159972,Iris-versicolor
+18,5.108947716173028,3.290376791550224,1.51002238205482,0.26153410181175674,Iris-setosa
+19,5.108947716173754,3.1926405442935684,1.5100223820669438,0.26155336316938804,Iris-setosa
+20,5.1089477161730255,3.057335584733906,1.5100223820547056,0.2615309201350493,Iris-setosa
+21,5.108947716173189,3.0540204973242964,4.899491293665268,1.665429131756252,Iris-versicolor
+22,5.1089477161730255,3.054582017174767,1.5100223820547056,0.26153084771434537,Iris-setosa
+23,5.108947716173453,3.054032760960507,4.899491293666517,1.6654300599782854,Iris-versicolor
+24,5.1089477161730255,3.05499162580566,1.5100223820547056,0.2615308564916957,Iris-setosa
+25,5.1089477161730255,3.0544993027885274,1.5100223820547056,0.2615308936447509,Iris-setosa
+26,6.179718167082521,3.054121406886513,4.902128235273776,1.6744495367535275,Iris-versicolor
+27,5.1089477161730255,3.054321880628013,1.5100223820547056,0.26153083475003525,Iris-setosa
+28,5.1089477161730255,3.0549406170672038,1.5100223820547056,0.2615308704874781,Iris-setosa
+29,5.1089477161730255,3.0558188110226556,1.5100223820547056,0.2615308860814073,Iris-setosa
+30,6.180815086858087,3.0542044412678218,4.913864171730293,1.683542928096076,Iris-versicolor
+31,5.1089477161730255,3.0549120071283444,1.5100223820547056,0.26153087088293564,Iris-setosa
+0,6.203925935163518,3.054131009279238,4.983368261264861,1.6998657268410615,Iris-virginica
+1,6.182382075070928,3.054121323900605,4.923422449901923,1.688587640232318,Iris-versicolor
+2,6.1814163949695855,3.0540809149705255,4.918774327031815,1.6869385802136028,Iris-versicolor
+3,5.1089477161730255,3.055325976757996,1.5100223820547065,0.261531024872491,Iris-setosa
+4,6.195693202159703,3.0541302720152266,4.9653106061658,1.6988527648268568,Iris-virginica
+5,6.181885706793867,3.0540857437492,4.9208714119347565,1.6867687542960244,Iris-versicolor
+6,6.1793895533683205,3.0540754084065234,4.899629623158956,1.6685955848214398,Iris-versicolor
+7,5.1089477161730255,3.0546694936289724,1.5100223820547056,0.2615308448486073,Iris-setosa
+8,5.108947716175748,3.054075979390572,4.899491293676486,0.26153371948201787,Iris-versicolor
+9,5.1089477161730255,3.0574090351358523,1.510022382054708,0.26153115711544944,Iris-setosa
+10,5.1089477161730255,3.0544225899008857,1.5100223820547056,0.2615308441874851,Iris-setosa
+11,6.180336390052241,3.054243258913561,4.90783944097288,1.6802851018077611,Iris-versicolor
+12,5.108947807212085,3.057139896165118,1.510022598055519,0.2618901171822697,Iris-setosa
+13,5.108947716174448,3.054005583056024,4.899491293672782,1.6654307935938155,Iris-versicolor
+14,5.1089477161730255,3.055484654366516,1.5100223820547056,0.2615308769499523,Iris-setosa
+15,5.108947716175112,3.079920737827071,1.510022382067511,0.2615462114993472,Iris-setosa
+16,5.108950957869343,3.05624711550572,4.899507303782342,1.668081912725964,Iris-versicolor
+17,6.192016178043126,3.0540901312108795,4.955652390501683,1.6953804518124802,Iris-virginica
+18,5.1089477161730255,3.0555805777246086,1.5100223820547056,0.2615309155508573,Iris-setosa
+19,5.108947721084156,3.054062944075347,4.899491321099443,1.6655496164794965,Iris-versicolor
+20,5.1089477161730255,3.054467134492421,1.5100223820547056,0.26153084439846264,Iris-setosa
+21,5.1089477161730255,3.0729114905623747,1.510022382054706,0.2615310989859916,Iris-setosa
+22,6.179392157861164,3.0540058058522925,4.900347075570486,1.6722892559103797,Iris-versicolor
+23,6.181551161321376,3.0541480314774554,4.918994963376195,1.6863122032799822,Iris-versicolor
diff --git a/iris/lct_gan/3/16/test.csv b/iris/lct_gan/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/train.csv b/iris/lct_gan/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/16/val.csv b/iris/lct_gan/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/synth.csv b/iris/lct_gan/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..785349fc764e25081da348acd1fd6a4ae7570398
--- /dev/null
+++ b/iris/lct_gan/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477163503965,3.057267661761924,1.510022382595956,0.2615691732439401,Iris-setosa
+1,5.108947716173026,3.0547784991783855,1.510022382054708,0.26153107735760506,Iris-setosa
+2,6.179408901929711,3.054073604349736,4.899757727893974,1.6695305839368304,Iris-versicolor
+3,5.1089477161730255,3.062822757049956,1.5100223820547058,0.26153098950795917,Iris-setosa
+4,5.1089477161730255,3.0702897963395945,1.510022382054706,0.2615310988549339,Iris-setosa
+5,6.184488447650105,3.054143207968725,4.931779422351402,1.691410493051941,Iris-versicolor
+6,6.209584007396243,3.054138541250284,4.993173263492051,1.7011601219325914,Iris-virginica
+7,5.108947716173066,3.0540701508945753,1.5100223820547838,0.2615314087222799,Iris-setosa
+8,5.108951316605675,3.055754778200623,4.8995095490843275,1.6681555519994617,Iris-versicolor
+9,5.1089477161730255,3.0563387758181078,1.5100223820547056,0.2615309054445941,Iris-setosa
+10,6.199768740492841,3.054135364077322,4.974598012694715,1.6998931690049328,Iris-virginica
+11,5.1089477167639465,3.054089767421186,4.899491295996503,1.6654793595722162,Iris-versicolor
+12,5.1089477161730255,3.05555945699352,1.5100223820547056,0.26153087606730147,Iris-setosa
+13,6.1808023416503275,3.054211980848215,4.9129350039687125,1.6830145922162245,Iris-versicolor
+14,5.1089477161730255,3.0544086001722555,1.5100223820547056,0.26153085006062143,Iris-setosa
+15,6.179795888152303,3.0540413858508026,4.906225128027186,1.6793504858500352,Iris-versicolor
+16,5.108947716173026,3.060934148112115,1.5100223820547094,0.261531319353997,Iris-setosa
+17,6.192279521892941,3.0541043083747166,4.957692594282582,1.6962618473948559,Iris-versicolor
+18,6.17992170517196,3.0540514420436264,4.907697276469978,1.680288185013665,Iris-versicolor
+19,6.180377825463506,3.0541122401383602,4.910807434417594,1.6811838432781672,Iris-versicolor
+20,6.205969920373814,3.054136994980579,4.9867334149813365,1.7012903702531132,Iris-virginica
+21,6.179382408745435,3.054644304802402,4.899539771198725,1.668244242905062,Iris-versicolor
+22,6.2079474672594115,3.0541208826339195,4.9919097909433265,1.7001043669780302,Iris-virginica
+23,6.180127468916692,3.054219825695503,4.905305179372265,1.6783814954091316,Iris-versicolor
+24,5.1089477161730255,3.0549598414231416,1.5100223820547056,0.26153086034462203,Iris-setosa
+25,6.1802237572013725,3.0540864391303573,4.910878864906454,1.681588444721716,Iris-versicolor
+26,6.18741933283421,3.0541282971317343,4.9424458709119445,1.6942059689607274,Iris-versicolor
+27,6.215545901663935,3.054148090339845,5.004497697063738,1.7036306507776595,Iris-virginica
+28,6.179587129481137,3.05401819365568,4.904638338343747,1.6783104560612474,Iris-versicolor
+29,6.194781660759524,3.054117406319273,4.962545255626753,1.6977202755657814,Iris-virginica
+30,6.180567613144473,3.054039387302869,4.914179931995953,1.6857257921989761,Iris-versicolor
+31,6.1795430562622435,3.0540264293388613,4.902585452819448,1.6751651186643148,Iris-versicolor
+0,6.179366938597029,3.054059454045009,4.89949302127773,1.6660183385120195,Iris-versicolor
+1,6.184799719037609,3.0541307414427865,4.93332256354355,1.691319424284962,Iris-versicolor
+2,5.108954652489941,3.0552056031705535,4.899524329171254,1.6683839184539004,Iris-versicolor
+3,5.1089477161730255,3.054263948163207,1.5100223820547056,0.261530835451482,Iris-setosa
+4,5.10894771617304,3.0540169641093398,1.5100223820547425,0.2615311068342506,Iris-versicolor
+5,5.1089477161730255,3.054535944374721,1.5100223820547056,0.26153084945431176,Iris-setosa
+6,5.108947717856131,3.054460850554971,4.899491299794772,1.665537933828455,Iris-versicolor
+7,5.1089477161730255,3.0547729635982437,1.5100223820547056,0.2615308482742659,Iris-setosa
+8,5.1089477161730255,3.0545438250425403,1.5100223820547056,0.26153084642610747,Iris-setosa
+9,5.1089477161730255,3.054281188906913,1.5100223820547056,0.2615308424827785,Iris-setosa
+10,6.1962021187787375,3.0541291549378706,4.966234849357942,1.69864223896002,Iris-virginica
+11,6.17959940555311,3.0540127564939574,4.9062359675516936,1.680550193893795,Iris-versicolor
+12,5.1089477161730255,3.0558716704550233,1.5100223820547056,0.26153088260461366,Iris-setosa
+13,5.108947716224814,3.054076941708894,4.89949129386527,1.6654487790719104,Iris-versicolor
+14,5.108947716427461,3.054810812869626,1.5100223826894374,0.2615585742465688,Iris-setosa
+15,6.17938584373041,3.0540393359554954,4.899640638963996,1.6686887969467028,Iris-versicolor
+16,6.193206062391902,3.054125201837866,4.958773366868509,1.6976901090876986,Iris-virginica
+17,6.215155236283206,3.0541471883240288,5.003276641473107,1.7044622191425054,Iris-virginica
+18,5.1089477161730255,3.054639867232227,1.5100223820547056,0.2615308512800433,Iris-setosa
+19,5.1089477161730255,3.054815926954808,1.5100223820547058,0.261530918919718,Iris-setosa
+20,5.108947716173086,3.0625089579262252,1.5100223820550263,0.2615335818996965,Iris-setosa
+21,6.197031440521129,3.0541299714900245,4.967747645822219,1.6994251252981003,Iris-virginica
+22,5.108947716179165,3.0553592301847767,1.5100223820710756,0.2615400558911556,Iris-setosa
+23,6.179460113586753,3.0542086213653508,4.899967397129392,1.6708762993168975,Iris-versicolor
+24,5.1089477481835734,3.0548614606357334,4.899491426858382,1.665837773066416,Iris-versicolor
+25,6.189282615645484,3.0540935554297954,4.948826343185434,1.6945499274961944,Iris-versicolor
+26,6.18749720767543,3.054123786612443,4.942283382007463,1.6938385911109972,Iris-versicolor
+27,5.1089502227207,3.0547194168342764,4.899501852074357,1.6672299631873815,Iris-versicolor
+28,5.108947716291818,3.0542803306479884,1.5100223823088814,0.2615480815341041,Iris-setosa
+29,5.108947716173357,3.0540846319543666,1.510022382055331,0.26153204722376217,Iris-setosa
+30,6.209914269229584,3.054136597898418,4.993566047150434,1.7031562285866553,Iris-virginica
+31,6.219273032001089,3.054149761704706,5.0110002423785,1.703189895890066,Iris-virginica
+0,5.1089477161730255,3.0872336385531005,1.510022382054707,0.26153126683609,Iris-setosa
+1,6.179437471428737,3.0545004504038924,4.899754545781813,1.6698734882279507,Iris-versicolor
+2,6.179582505553506,3.054081255284439,4.901291844837053,1.6734373267805513,Iris-versicolor
+3,5.108947716173109,3.0540978084512855,1.5100223820548815,0.2615315787369832,Iris-setosa
+4,5.108947716173028,3.0541501293305173,1.5100223820547112,0.26153105880931266,Iris-setosa
+5,5.1089477161730255,3.058653772840588,1.510022382054706,0.2615310193448025,Iris-setosa
+6,5.1089477161730255,3.0546439523323987,1.5100223820547056,0.26153086760547456,Iris-setosa
+7,6.197686918009647,3.05413326955728,4.969233327450834,1.6997107998227008,Iris-virginica
+8,5.1089477161730255,3.0580916420475615,1.5100223820547056,0.2615309245542513,Iris-setosa
+9,5.1089477161730255,3.0544628166091052,1.5100223820547056,0.2615308411462941,Iris-setosa
+10,6.186660788655656,3.054053974774038,4.9419284596896045,1.693110987144173,Iris-versicolor
+11,5.1089501652826765,3.054631133311302,4.899502210394187,1.6672536188399811,Iris-versicolor
+12,6.210664620166114,3.054133034019678,4.99529192895262,1.703571936096762,Iris-virginica
+13,5.108947716177434,3.0541621775938967,1.5100223820635783,0.26153487572817535,Iris-setosa
+14,6.205681402801825,3.0541384592328384,4.985568577650068,1.701736188776223,Iris-virginica
+15,5.1089477161730255,3.0543007854542696,1.5100223820547056,0.26153084189139253,Iris-setosa
+16,5.108947716173029,3.0540454455162593,1.510022382054713,0.26153102123637617,Iris-setosa
+17,6.179588614841771,3.0541065328385155,4.901035931671716,1.672947512214252,Iris-versicolor
+18,5.108947716177011,3.0550187338983106,1.5100223820636853,0.2615375134090022,Iris-setosa
+19,6.179386344523821,3.054018258665291,4.899748995699232,1.6691489715453454,Iris-versicolor
+20,5.1089477161730255,3.0547510171334746,1.5100223820547056,0.261530851949771,Iris-setosa
+21,6.2042790700299,3.0541379476331434,4.983634713301925,1.7010844936650205,Iris-virginica
+22,5.108947716205741,3.0555547294883416,1.5100223821576255,0.26154781390540166,Iris-setosa
+23,5.1089477161730255,3.055511011234204,1.5100223820547056,0.26153087451032814,Iris-setosa
+24,6.179539445607344,3.0540510738203874,4.901350152911717,1.6738197470861762,Iris-versicolor
+25,5.1089477161730255,3.071120531612731,1.510022382054706,0.2615310843521093,Iris-setosa
+26,6.206378280145503,3.0541313560390866,4.986932892874043,1.702229586549807,Iris-virginica
+27,5.1089477161730255,3.054460844869971,1.5100223820547058,0.26153091913969706,Iris-setosa
+28,5.108947716343912,3.054003483879973,4.8994912949668885,1.6654499967403804,Iris-versicolor
+29,5.1089477161730255,3.0598973357123915,1.5100223820547056,0.2615309337616837,Iris-setosa
+30,6.194186077878072,3.0541136759027325,4.960850465836309,1.6973752044660677,Iris-virginica
+31,6.180029189141555,3.0541215919131406,4.90626553607362,1.6784753749505934,Iris-versicolor
+0,5.1089477161730255,3.058690811672449,1.5100223820547056,0.26153094395991056,Iris-setosa
+1,5.108947716173027,3.089711411515733,1.5100223820547285,0.26153216151615216,Iris-setosa
+2,5.1089477161730255,3.054199238574619,1.5100223820547056,0.2615308698149844,Iris-setosa
+3,5.10894771617308,3.077714969075201,1.510022382055235,0.2615348010400357,Iris-setosa
+4,6.18295320127832,3.0541557419851735,4.926526179332228,1.6888596589280178,Iris-versicolor
+5,5.1089477161730255,3.0540784418194176,1.5100223820547058,0.2615308752931475,Iris-setosa
+6,5.1089477161730255,3.0572726404132995,1.5100223820547056,0.2615309353791552,Iris-setosa
+7,5.1089477161730255,3.0563065087639916,1.5100223820547056,0.2615308889328455,Iris-setosa
+8,5.1089477161730255,3.056595071719692,1.5100223820547056,0.2615309047171569,Iris-setosa
+9,5.1089477161730255,3.055347070724306,1.510022382054706,0.26153097900788497,Iris-setosa
+10,5.1089477161730255,3.064515940438304,1.5100223820547058,0.2615310034829982,Iris-setosa
+11,5.1089477161730255,3.0553718667827745,1.5100223820547056,0.26153086398393305,Iris-setosa
+12,5.108948296450333,3.0564044746973247,4.899493753649229,1.6668732195431997,Iris-versicolor
+13,6.179385220602594,3.054017680380042,4.8997179922369165,1.669236606371357,Iris-versicolor
+14,6.180677254402292,3.054189562742258,4.911792691461719,1.682187095640763,Iris-versicolor
+15,5.108947716173035,3.0869916076750163,1.5100223820548202,0.2615332108297491,Iris-setosa
+16,5.1089477161730255,3.0553865138584024,1.5100223820547058,0.26153095543580707,Iris-setosa
+17,6.215771081961303,3.054145277799265,5.005027524454484,1.7028581364094932,Iris-virginica
+18,5.108947840692246,3.0602406903967614,1.5100227036642209,0.26204727185298343,Iris-setosa
+19,5.1089477161730255,3.0560571650640673,1.5100223820547056,0.26153088809916186,Iris-setosa
+20,6.184900712318711,3.0540271549027147,4.938565751060939,1.693023802564103,Iris-virginica
+21,5.1089477161730255,3.05506235314289,1.5100223820547056,0.26153087374627526,Iris-setosa
+22,5.10894771617512,3.0540136857650726,4.8994912936733,1.6654321731972663,Iris-versicolor
+23,6.182794874824052,3.0540295405494717,4.928086420505491,1.6905159343010787,Iris-versicolor
diff --git a/iris/lct_gan/3/17/test.csv b/iris/lct_gan/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/train.csv b/iris/lct_gan/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/17/val.csv b/iris/lct_gan/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/synth.csv b/iris/lct_gan/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..156711a892638b6971fc6788f5bb980b52424d28
--- /dev/null
+++ b/iris/lct_gan/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947736831368,3.056872009303068,1.5100224421302548,0.2617542755449718,Iris-setosa
+1,5.1089477161730255,3.0548566033314386,1.5100223820547056,0.26153085203665283,Iris-setosa
+2,5.1089477161730255,3.055409669014555,1.5100223820547056,0.26153087161375693,Iris-setosa
+3,6.179371558234017,3.054004311872875,4.899613789080429,1.6682853973824925,Iris-versicolor
+4,5.1089477161763615,3.054033201066924,4.899491293680271,1.6654333123757028,Iris-versicolor
+5,6.234328501850451,3.0541370101363867,5.036335879566243,1.702413577269959,Iris-virginica
+6,6.194342913764654,3.0541333565050794,4.963260753355513,1.6991523284599581,Iris-virginica
+7,5.108947729920753,3.055559112371835,1.5100224144593237,0.26169027630888325,Iris-setosa
+8,6.180001636428386,3.0541515961234187,4.904786522155689,1.6772161267750432,Iris-versicolor
+9,6.179381372487599,3.054387454789397,4.8995373355307414,1.667880845490467,Iris-versicolor
+10,6.207665790403107,3.0540978729169224,4.9930126506140216,1.7001106736838636,Iris-virginica
+11,5.108947716177727,3.0540394396627253,4.8994912936839246,1.6654344322259544,Iris-versicolor
+12,6.180288143468231,3.054116023971262,4.90994276913552,1.6808840920425903,Iris-versicolor
+13,5.1089477161730255,3.0547062744725126,1.510022382054706,0.26153095856444103,Iris-setosa
+14,6.208712866097221,3.0541385360935362,4.991105432094927,1.7027327951172038,Iris-virginica
+15,5.1089477161730255,3.0543023024185545,1.5100223820547056,0.261530833579911,Iris-setosa
+16,5.1089477161730255,3.054399423425043,1.5100223820547056,0.2615308433356246,Iris-setosa
+17,6.180614716965733,3.0541711629754547,4.911754663623847,1.6824087977211704,Iris-versicolor
+18,5.108947716173027,3.0541438125911204,1.5100223820547094,0.2615310237724819,Iris-setosa
+19,5.1089477161730255,3.0545251045889086,1.5100223820547056,0.26153084596600706,Iris-setosa
+20,5.1089477161730255,3.1179229986986794,1.5100223820547094,0.26153154122733085,Iris-setosa
+21,5.1089477161730255,3.054226371092646,1.5100223820547063,0.2615309390383892,Iris-setosa
+22,5.1089477161730255,3.0542348176192093,1.5100223820547056,0.26153087744107095,Iris-setosa
+23,5.1089477161730255,3.064804089646744,1.510022382054706,0.2615310821853396,Iris-setosa
+24,5.1089477161730255,3.0543001130646616,1.5100223820547056,0.26153085315444,Iris-setosa
+25,5.1089477161876165,3.0540347175281113,4.899491293733659,1.6654374688801266,Iris-versicolor
+26,6.17939882537156,3.054055498102504,4.899732633841702,1.6692722324893126,Iris-versicolor
+27,5.1089477161730255,3.0543719060123884,1.5100223820547056,0.26153083509565395,Iris-setosa
+28,6.200770962509383,3.054132791690262,4.975782573317422,1.700664182553294,Iris-virginica
+29,6.206669402376461,3.054136644145642,4.987453377653054,1.702179237307997,Iris-virginica
+30,6.179403874665239,3.054794308006414,4.899647641916698,1.6698785514556356,Iris-versicolor
+31,6.184393234676152,3.0540361095104367,4.935392233446597,1.6919183998378582,Iris-versicolor
+0,5.108947716265402,3.0540074796363443,4.899491294212322,1.6654446577947262,Iris-versicolor
+1,6.180410935604564,3.054107808366382,4.911681814389981,1.6818991976189948,Iris-versicolor
+2,6.18035306769547,3.054226945353116,4.907838710885918,1.6798409374490886,Iris-versicolor
+3,5.108947716641813,3.0566028401464926,1.5100223833234363,0.26158598516684084,Iris-setosa
+4,6.180097092848366,3.054023978473394,4.910968147350367,1.6835845823709714,Iris-versicolor
+5,6.179366523859989,3.054008729460653,4.899491486013585,1.6656519847271074,Iris-versicolor
+6,6.221936206557688,3.054149853419353,5.014945751131511,1.702992671854415,Iris-virginica
+7,5.1089477161730255,3.0544850278540094,1.5100223820547056,0.26153084082784805,Iris-setosa
+8,5.108947716173031,3.0544083785578726,1.5100223820547223,0.2615312725567759,Iris-setosa
+9,6.179369443340239,3.054005561379996,4.89954435417196,1.667604156104871,Iris-versicolor
+10,6.179985611954288,3.054232160611175,4.903995127040916,1.6772244946611197,Iris-versicolor
+11,6.197894932377378,3.0541349963257365,4.970400416013845,1.6998091230958463,Iris-virginica
+12,5.1089477161730255,3.054518038687248,1.5100223820547056,0.2615308634875901,Iris-setosa
+13,5.1089477161730255,3.0555490550533313,1.5100223820547056,0.26153087183634527,Iris-setosa
+14,6.181030226216047,3.0542005371569214,4.916155809956503,1.6847508286583808,Iris-versicolor
+15,5.1089477161730255,3.055030145454261,1.5100223820547056,0.2615308849238111,Iris-setosa
+16,6.212392666378683,3.054142864667671,4.998361420900164,1.7020289106286042,Iris-virginica
+17,6.179480207807809,3.05401571118155,4.901991572218447,1.6749104678795446,Iris-versicolor
+18,6.1793717296762765,3.0540114077347695,4.899556553302669,1.6678392678878875,Iris-versicolor
+19,5.108947716173026,3.0971988556289305,1.510022382054714,0.26153177229311353,Iris-setosa
+20,5.1089477161730255,3.0550111892492113,1.5100223820547056,0.26153086664473263,Iris-setosa
+21,5.1089477161730255,3.0564626190667346,1.5100223820547056,0.2615309056729936,Iris-setosa
+22,5.1089477161730255,3.055392822397313,1.5100223820547058,0.2615309450945243,Iris-setosa
+23,5.108947864567646,3.0540778392785874,4.89949203409381,1.6658474534306273,Iris-versicolor
+24,6.205210313695189,3.05411140773864,4.987049938164421,1.7001564258493573,Iris-virginica
+25,6.1929584789598175,3.0541139903763086,4.959667124630796,1.6970816636880974,Iris-virginica
+26,6.19704551376683,3.0541292091466103,4.967777968663115,1.6993496764763756,Iris-virginica
+27,6.179406946512796,3.054158354783528,4.899695657995434,1.669240557850458,Iris-versicolor
+28,5.108947716206924,3.0797713766758976,1.5100223822666456,0.261576788251067,Iris-setosa
+29,5.1089477161730255,3.0547947003217275,1.5100223820547056,0.2615308576615636,Iris-setosa
+30,5.1089477161730255,3.0547807525011064,1.5100223820547056,0.2615308541014432,Iris-setosa
+31,5.1089477161730255,3.0635259808910678,1.5100223820547058,0.2615309975095404,Iris-setosa
+0,5.108947716174002,3.061171451485021,1.510022382060461,0.2615388830067154,Iris-setosa
+1,6.181292672099922,3.0541716513446295,4.917801823059179,1.6853706101414883,Iris-versicolor
+2,5.108947829704009,3.0619372405125755,1.5100227230773966,0.262065860478451,Iris-setosa
+3,5.108948056569949,3.0573602984856483,1.5100232339873478,0.2621384977135272,Iris-setosa
+4,6.180920415195257,3.0541352400889803,4.914861300113475,1.6835539509650141,Iris-versicolor
+5,5.108947716175391,3.249424145650545,1.5100223820944163,0.26157022734215535,Iris-setosa
+6,6.183456163992753,3.0541015090278645,4.928490222692572,1.689833934049094,Iris-versicolor
+7,5.1089477161730255,3.056623713051826,1.5100223820547065,0.2615310612657036,Iris-setosa
+8,6.179400100105302,3.054093731708818,4.899678411840591,1.668947616584747,Iris-versicolor
+9,5.108947716173155,3.13419027237611,1.5100223820563823,0.26153931513389517,Iris-setosa
+10,5.108947716173026,3.1152237244496654,1.510022382054717,0.26153197733309363,Iris-setosa
+11,5.1089477161730255,3.054637172491891,1.5100223820547056,0.2615308512118909,Iris-setosa
+12,6.182579244826705,3.0541617673683175,4.924255454110899,1.6879855896301472,Iris-versicolor
+13,6.179368861193788,3.054023926666944,4.89950794977483,1.6667566258280841,Iris-versicolor
+14,5.1089477161730255,3.054240169090876,1.5100223820547056,0.26153083329233795,Iris-setosa
+15,5.1089477161730255,3.0550397277482473,1.5100223820547056,0.2615308599394224,Iris-setosa
+16,5.1089477161730255,3.054342980556026,1.5100223820547056,0.2615308402414243,Iris-setosa
+17,5.1089477161730255,3.054767874265451,1.5100223820547056,0.26153090231357873,Iris-setosa
+18,6.184144812886892,3.0541414819423367,4.930416389078838,1.6905743716565775,Iris-versicolor
+19,5.10894771617312,3.0572523879276177,1.510022382055146,0.2615332219974744,Iris-setosa
+20,5.1089477161730255,3.054935477324057,1.5100223820547058,0.2615309425271298,Iris-setosa
+21,5.1089477161730255,3.0546858927411216,1.5100223820547056,0.26153085682468946,Iris-setosa
+22,6.183720899759494,3.0541605554319564,4.92999746924526,1.6910708249035256,Iris-versicolor
+23,5.1089477161730255,3.0543075479882287,1.5100223820547056,0.26153087129710834,Iris-setosa
+24,5.108947716173045,3.054037980947681,1.5100223820547483,0.2615311930504273,Iris-setosa
+25,5.1089477161730255,3.0555308518843947,1.5100223820547056,0.26153087176790524,Iris-setosa
+26,6.179768477576407,3.054254509780218,4.902308416866481,1.6752465136688544,Iris-versicolor
+27,5.1089477161730255,3.0546699906891543,1.5100223820547056,0.26153084623152356,Iris-setosa
+28,5.1089477161730255,3.0544037030729605,1.5100223820547056,0.2615308380665248,Iris-setosa
+29,5.108947716173049,3.054089482215298,1.5100223820547545,0.26153131768923893,Iris-setosa
+30,6.1943086544119454,3.0541272086303075,4.961983748402644,1.6983064501045355,Iris-virginica
+31,5.108947716173053,3.054099087092067,1.5100223820547682,0.26153137618657424,Iris-setosa
+0,6.190161932757068,3.0540946437299827,4.950462948015451,1.6955050296442602,Iris-versicolor
+1,6.186008916974469,3.054133327275123,4.937742369304311,1.6926683627571266,Iris-versicolor
+2,5.1089477161730255,3.0839264230762824,1.5100223820547067,0.26153122090529424,Iris-setosa
+3,5.108947716173033,3.05432721396302,1.5100223820547298,0.2615313200034741,Iris-setosa
+4,5.1089477161730255,3.064443692439024,1.5100223820547067,0.2615311406977155,Iris-setosa
+5,5.1089477161730255,3.0549019530296633,1.5100223820547056,0.2615308731987034,Iris-setosa
+6,5.108947716174685,3.054216624310981,1.5100223820576877,0.26153382698803257,Iris-setosa
+7,6.179378983316708,3.054569240162299,4.899530326480343,1.6679392922260894,Iris-versicolor
+8,5.1089477161730255,3.0543365625934418,1.5100223820547056,0.26153088005811637,Iris-setosa
+9,5.1089477161730255,3.054475556643918,1.5100223820547056,0.2615308407633504,Iris-setosa
+10,5.1089477161730255,3.0640173113977482,1.510022382054706,0.2615310693511471,Iris-setosa
+11,5.1089477161730255,3.0560719525038555,1.5100223820547063,0.26153102984197113,Iris-setosa
+12,6.184584773320984,3.054135399067743,4.931928719663212,1.6907549153851555,Iris-versicolor
+13,6.179459748145378,3.0543621057514754,4.899867773529352,1.6703576551440702,Iris-versicolor
+14,5.1089477161730255,3.054417785648207,1.5100223820547056,0.2615308584407937,Iris-setosa
+15,5.10895156309456,3.054464458769165,4.8995096054384035,1.6673902527817253,Iris-versicolor
+16,5.108947716173738,3.0540752219523566,1.5100223820564789,0.2615324733456712,Iris-setosa
+17,6.209590457691955,3.054125457008842,4.9962253646743795,1.699914461070255,Iris-virginica
+18,6.181200470588607,3.05419288611531,4.917335677386367,1.6857907760652118,Iris-versicolor
+19,6.187180501084147,3.0540633476663297,4.943561947188999,1.6932837217157868,Iris-versicolor
+20,5.108947716183768,3.071679100074041,1.510022382126988,0.2615575796862196,Iris-setosa
+21,5.10894771617661,3.0977928260445644,1.5100223820804621,0.2615551746172045,Iris-setosa
+22,5.1089477161730255,3.057940842842923,1.5100223820547056,0.261530921303094,Iris-setosa
+23,5.1089477161730255,3.054369121142163,1.5100223820547065,0.2615309777315826,Iris-setosa
diff --git a/iris/lct_gan/3/18/test.csv b/iris/lct_gan/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/train.csv b/iris/lct_gan/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/18/val.csv b/iris/lct_gan/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/synth.csv b/iris/lct_gan/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd4b55fabea1a81dffba868700a4f9403af636e5
--- /dev/null
+++ b/iris/lct_gan/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0543135591714505,1.5100223820547056,0.2615308603658212,Iris-setosa
+1,5.1089477161730255,3.0576445889374138,1.5100223820547058,0.26153098381180534,Iris-setosa
+2,6.179366582007182,3.054032641176172,4.899491618815777,1.665702415968532,Iris-versicolor
+3,5.1089477161730255,3.0546519563596886,1.5100223820547058,0.2615309279353609,Iris-setosa
+4,5.108947716173027,3.0556585188741203,1.510022382054715,0.2615312998819429,Iris-setosa
+5,5.1089477161730255,3.0544991533686146,1.5100223820547056,0.2615308399127832,Iris-setosa
+6,5.1089477161730255,3.0562086090382694,1.5100223820547056,0.26153090963625125,Iris-setosa
+7,5.108947716173039,3.1543243732143336,1.5100223820550056,0.26153501436533877,Iris-setosa
+8,6.214182764268674,3.0541440294386555,5.001734422660633,1.7023077140086185,Iris-virginica
+9,5.108947716173026,3.0556969650705086,1.5100223820547092,0.2615311546836703,Iris-setosa
+10,6.179366811791685,3.054008623531147,4.89949405025927,1.6660775829150163,Iris-versicolor
+11,5.1089477161730255,3.055101527220524,1.5100223820547056,0.2615308723011886,Iris-setosa
+12,5.108947747400688,3.0546026865269127,4.899491424565496,1.6657774616743393,Iris-versicolor
+13,6.179439075533035,3.054020585301873,4.9006868947028845,1.6725971262548371,Iris-versicolor
+14,6.214177315121324,3.0541430019252056,5.001413622137236,1.704184697984629,Iris-virginica
+15,6.214591341560062,3.054146344126676,5.0022533753513745,1.7037166281765823,Iris-virginica
+16,5.108947716173039,3.054014577252005,4.899491293664564,1.6654281411527314,Iris-versicolor
+17,5.108947963817526,3.0541516076946578,4.899492297828828,1.665983504045924,Iris-versicolor
+18,6.180546622493448,3.0542045219772143,4.909660101976484,1.6812364453810105,Iris-versicolor
+19,6.189202128476332,3.0541032299541033,4.948751461589579,1.6946691480538003,Iris-versicolor
+20,5.1089477161730255,3.065223370978217,1.5100223820547058,0.2615310417751223,Iris-setosa
+21,5.1089477161730255,3.0543995190386943,1.5100223820547056,0.26153084235697366,Iris-setosa
+22,5.1089477161730255,3.0543085769480838,1.5100223820547056,0.26153084756093775,Iris-setosa
+23,6.2075021179839105,3.054139645599277,4.98966351191003,1.7012779330246413,Iris-virginica
+24,6.18554916677936,3.0540697608935097,4.936654802375915,1.6916028377918995,Iris-versicolor
+25,5.1089477161730255,3.0588958954836287,1.5100223820547056,0.26153094392966997,Iris-setosa
+26,5.1089477161730255,3.0543175557767985,1.5100223820547056,0.261530842783626,Iris-setosa
+27,5.108947716173179,3.061905919683955,1.510022382055538,0.2615349226436696,Iris-setosa
+28,5.1089477161730255,3.054452441936793,1.5100223820547056,0.2615308397104226,Iris-setosa
+29,5.1089477161730255,3.0545404602268444,1.510022382054706,0.261530937518419,Iris-setosa
+30,5.1089477161730255,3.0546022824391215,1.5100223820547058,0.2615309095226839,Iris-setosa
+31,5.108947716173026,3.0982532188815664,1.5100223820547203,0.26153195908109955,Iris-setosa
+0,5.1089477161730255,3.0544818930544215,1.5100223820547056,0.26153085249821745,Iris-setosa
+1,6.180166600065784,3.0541744348439153,4.905899075802239,1.6781508928147495,Iris-versicolor
+2,5.108948584822486,3.0562647812660675,4.899494798827489,1.666958785848002,Iris-versicolor
+3,5.108947748913443,3.054118160990453,4.899491455362424,1.665704592896444,Iris-versicolor
+4,6.202656964277245,3.0541346625332224,4.979809582912956,1.7003867005472384,Iris-virginica
+5,6.179376834035144,3.0542746950520936,4.899525828230588,1.6675854806862525,Iris-versicolor
+6,5.108947716175339,3.0572377031196885,1.5100223820647394,0.2615396950848614,Iris-setosa
+7,5.108947716173026,3.054103390932678,1.510022382054707,0.2615309522675208,Iris-setosa
+8,5.1089477161730255,3.0543510397982496,1.5100223820547056,0.26153084048489283,Iris-setosa
+9,5.10894771617304,3.252981496300038,1.5100223820551395,0.2615366831093989,Iris-setosa
+10,6.192873881923262,3.0540995233780883,4.958064954266318,1.6959260683273267,Iris-virginica
+11,6.179366891948535,3.0540862329736407,4.899492405987466,1.66591355320023,Iris-versicolor
+12,5.1089477161730255,3.0547496780895678,1.5100223820547056,0.261530849660196,Iris-setosa
+13,5.108947716173026,3.054111052086546,1.5100223820547085,0.26153099118670947,Iris-setosa
+14,6.194525387694307,3.0541288539095715,4.961799778995279,1.698391530274227,Iris-virginica
+15,6.179379119585153,3.054601017753003,4.8995263615301905,1.66794329488804,Iris-versicolor
+16,5.1089477161730255,3.0671299038659656,1.5100223820547063,0.26153110965658205,Iris-setosa
+17,5.1089477161730255,3.0608643222247167,1.5100223820547058,0.26153101850977994,Iris-setosa
+18,5.1089477161730255,3.0548220055782296,1.5100223820547056,0.26153089407440283,Iris-setosa
+19,6.189157949667573,3.05411805004491,4.947444634069534,1.6950115144152134,Iris-versicolor
+20,6.179366503765521,3.0540065692474947,4.899491392417247,1.665564543009296,Iris-versicolor
+21,6.2179186511681,3.05414815447218,5.009287342679366,1.7027484493203016,Iris-virginica
+22,5.1089477161730255,3.054596576459907,1.5100223820547056,0.26153085167290574,Iris-setosa
+23,5.1089477161730255,3.054221981392183,1.5100223820547056,0.26153085038398416,Iris-setosa
+24,6.179531432324527,3.0540092505130754,4.9049499357848765,1.679728126370846,Iris-versicolor
+25,5.1089477161730255,3.060722108275736,1.5100223820547056,0.2615309434409555,Iris-setosa
+26,6.186229943482186,3.05413102264905,4.938821143922065,1.6934604758743568,Iris-versicolor
+27,6.1793888682556135,3.054783277295157,4.899554612683991,1.6687635434826382,Iris-versicolor
+28,5.1089477161730255,3.0577860120173606,1.5100223820547058,0.26153095875501126,Iris-setosa
+29,6.179543732732387,3.054118852824774,4.9007313705023,1.6729081899196951,Iris-versicolor
+30,5.1089477161730255,3.0543272816547686,1.5100223820547056,0.26153083931318477,Iris-setosa
+31,5.1089477161730255,3.0544393953647644,1.5100223820547056,0.2615308387048725,Iris-setosa
+0,6.1861471849053995,3.0541356841981657,4.938514554299047,1.6930489412958385,Iris-versicolor
+1,5.1089477161730255,3.0549433801784693,1.5100223820547056,0.26153087484403975,Iris-setosa
+2,5.108947971806831,3.0567298448588667,4.8994925445057715,1.6665627226621256,Iris-setosa
+3,5.1089477161730255,3.0615472627905884,1.5100223820547058,0.2615309812821716,Iris-setosa
+4,5.1089477161730255,3.0580502721512337,1.510022382054707,0.26153110575668825,Iris-setosa
+5,5.1089477161730255,3.054212796620568,1.5100223820547056,0.261530843772549,Iris-setosa
+6,5.108947716173026,3.0540658814155135,1.5100223820547078,0.2615309566972854,Iris-setosa
+7,6.1805155759136765,3.0542136361139613,4.9093405990380505,1.680601888979452,Iris-versicolor
+8,6.219838747754539,3.054131503673004,5.0141335567459615,1.701653797031574,Iris-virginica
+9,5.1089477161730255,3.0598960244394586,1.5100223820547065,0.26153110682741404,Iris-setosa
+10,6.1794912688936945,3.054524801774614,4.9000238956202065,1.6714713095244227,Iris-versicolor
+11,6.179374913870681,3.054511865028737,4.8995124258994425,1.6675097602487696,Iris-versicolor
+12,6.179381979890772,3.054224042632336,4.8995455553357585,1.667876063870411,Iris-versicolor
+13,6.183338575074046,3.0541487515984245,4.928007683675275,1.6898000938251403,Iris-versicolor
+14,5.1089477161730255,3.055206039859053,1.5100223820547056,0.2615308648546711,Iris-setosa
+15,6.183343772539948,3.0541626283942773,4.9279763008794335,1.6903387935182763,Iris-versicolor
+16,5.1089477161730255,3.0676541699425206,1.5100223820547058,0.2615310335488904,Iris-setosa
+17,5.1089477161730255,3.061236995812732,1.5100223820547058,0.26153096137385123,Iris-setosa
+18,5.108947716173756,3.1309154611983647,1.5100223820639216,0.2615469998313326,Iris-setosa
+19,5.1089477161730255,3.054234959140494,1.5100223820547058,0.261530887965962,Iris-setosa
+20,5.1089477161730255,3.0542174562830686,1.5100223820547056,0.26153085557571076,Iris-setosa
+21,6.179377503113425,3.0541024461976076,4.899538854379346,1.6675546272160604,Iris-versicolor
+22,5.1089477161730255,3.055979195841723,1.5100223820547056,0.26153088165515787,Iris-setosa
+23,5.1089477161730255,3.054668991537817,1.5100223820547056,0.26153085077994875,Iris-setosa
+24,6.181320336318081,3.0541731699691352,4.918399684549229,1.6854634831548851,Iris-versicolor
+25,6.184430666888327,3.0541410301609164,4.93201811545039,1.6910788983352816,Iris-versicolor
+26,5.1089477161730255,3.0549350007902474,1.5100223820547056,0.26153085665642933,Iris-setosa
+27,5.1089477163142405,3.054008193988988,4.899491294329207,1.665449621377713,Iris-versicolor
+28,6.212907892463368,3.054138765770054,4.99943116870397,1.7042967929108124,Iris-virginica
+29,5.1089477161730255,3.0542928634318485,1.5100223820547058,0.26153092270704714,Iris-setosa
+30,5.1089477161730255,3.054595680795695,1.5100223820547056,0.26153084472612387,Iris-setosa
+31,6.188295339044979,3.054074150914697,4.946404677565795,1.6954938289608015,Iris-versicolor
+0,6.17944204448957,3.054160601981039,4.899876169065284,1.6703122683955725,Iris-versicolor
+1,6.1793666220633625,3.0540056597488916,4.899492493856168,1.6658645387398385,Iris-versicolor
+2,5.108947716174947,3.0542432055852418,1.5100223820586542,0.2615341248166474,Iris-setosa
+3,6.180730491825919,3.054045059282135,4.915622652618803,1.6861175110620892,Iris-versicolor
+4,6.195311531776301,3.0540969020585225,4.964430374554236,1.6975895019583278,Iris-virginica
+5,5.1089477161730255,3.054709054135681,1.5100223820547056,0.2615308526315568,Iris-setosa
+6,6.181912431563964,3.0540439881470003,4.922615889849153,1.68910327297758,Iris-versicolor
+7,5.1089477161730255,3.054495014587955,1.5100223820547056,0.2615308441374212,Iris-setosa
+8,5.108947716173109,3.055832660487745,1.5100223820549672,0.2615328230442199,Iris-setosa
+9,5.108947741768156,3.059467911133387,1.5100224567196054,0.2618173039034281,Iris-setosa
+10,5.1089477161730255,3.054434225385467,1.5100223820547058,0.26153090649761307,Iris-setosa
+11,5.1089477161730565,3.1645129043369167,1.5100223820553211,0.26153703879498746,Iris-setosa
+12,6.179367617023818,3.054010054815595,4.899502939799471,1.6666309124915373,Iris-versicolor
+13,6.184108429579807,3.0541106816308123,4.930119654848118,1.6907005286118046,Iris-versicolor
+14,5.108947716173026,3.0544123057609416,1.5100223820547072,0.2615310059588051,Iris-setosa
+15,5.1089477161730255,3.0555071245053167,1.5100223820547056,0.2615308787334678,Iris-setosa
+16,6.18165238536857,3.0541706948433704,4.919686835678497,1.6857258884472028,Iris-versicolor
+17,5.10894771798842,3.054015224623525,4.899491302574197,1.6654886251813823,Iris-versicolor
+18,6.199807348845187,3.0541356120162737,4.9744482307427385,1.700110132083673,Iris-virginica
+19,5.1089477161730255,3.0555286406709223,1.5100223820547056,0.2615308747399525,Iris-setosa
+20,5.108947730579256,3.0668801196540016,1.5100224369142887,0.26186014876484426,Iris-setosa
+21,5.108947716173173,3.3126021223753206,1.5100223820586116,0.26154697153837625,Iris-setosa
+22,5.108947716851274,3.0812705391625532,1.5100223852311871,0.26166930229506213,Iris-setosa
+23,5.108947716264552,3.137529241747747,1.5100223828101826,0.2616356889969517,Iris-setosa
diff --git a/iris/lct_gan/3/19/test.csv b/iris/lct_gan/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/train.csv b/iris/lct_gan/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/19/val.csv b/iris/lct_gan/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/synth.csv b/iris/lct_gan/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfc6bd1aabf5c808a0869b20ef48a60dff2ea5ca
--- /dev/null
+++ b/iris/lct_gan/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0625129271630773,1.5100223820547067,0.26153114407741224,Iris-setosa
+1,5.108947716173028,3.0542536731796344,1.5100223820547125,0.26153112409837864,Iris-setosa
+2,6.1964153187603355,3.0541285261290705,4.966401784445117,1.6984880754021687,Iris-virginica
+3,6.183219477112422,3.054043543691935,4.9289968061155705,1.6904802327343016,Iris-versicolor
+4,5.1089477161730255,3.0585497343210015,1.5100223820547058,0.2615309607665787,Iris-setosa
+5,6.179420101819483,3.0542749654920742,4.899721943935189,1.6696644358562105,Iris-versicolor
+6,6.2259850373758985,3.0541551657877783,5.0216199153461565,1.7037247065023158,Iris-virginica
+7,5.1089477161730255,3.057218948857915,1.5100223820547063,0.26153103761012797,Iris-setosa
+8,5.108947716173026,3.0575677269317176,1.5100223820547083,0.261531185356083,Iris-setosa
+9,5.1089477161730255,3.054224574154686,1.510022382054706,0.2615309194641622,Iris-setosa
+10,5.1089477379895865,3.0584468307890367,1.510022443977342,0.2617964951523252,Iris-setosa
+11,6.180296426123401,3.0542328279195,4.90798326263248,1.6802808668857894,Iris-versicolor
+12,5.1089477161730255,3.0550635506152024,1.5100223820547056,0.26153085698593076,Iris-setosa
+13,5.1089477161730255,3.0550942593755868,1.5100223820547056,0.2615308577330175,Iris-setosa
+14,5.1089477161730255,3.0547014734648115,1.5100223820547056,0.2615308515696161,Iris-setosa
+15,6.179366502194397,3.054011515640504,4.899491348035915,1.665571461436843,Iris-versicolor
+16,5.1089477162273615,3.0559954458861274,1.5100223821997956,0.261552818822767,Iris-setosa
+17,6.17980259474827,3.054076970033275,4.9042421297645715,1.6765859243822454,Iris-versicolor
+18,6.218599543602561,3.0541510624880597,5.009086545314721,1.7043414194614523,Iris-virginica
+19,6.214473685712217,3.0541447306431646,5.003381011078087,1.7017879279076786,Iris-virginica
+20,6.199233590440275,3.0541304572430934,4.972337119415353,1.700007567363252,Iris-virginica
+21,5.10894771617305,3.054044475635755,1.510022382054761,0.26153123819451257,Iris-setosa
+22,5.1089477161730255,3.054650969584546,1.5100223820547058,0.2615309250657886,Iris-setosa
+23,6.180966844496295,3.0540182252454775,4.9202381529522565,1.69150686525934,Iris-versicolor
+24,5.108947716173035,3.272687727733786,1.5100223820550132,0.26153584098922045,Iris-setosa
+25,6.185644351168994,3.0541320972901445,4.9364639198110725,1.6921414738633265,Iris-versicolor
+26,5.108947716173027,3.054058466219651,1.510022382054709,0.26153098191676777,Iris-setosa
+27,5.1089477161730255,3.0575684344878304,1.5100223820547056,0.2615309010370656,Iris-setosa
+28,5.1089477161730255,3.0647498356285223,1.5100223820547063,0.26153110075776526,Iris-setosa
+29,5.1089477161730255,3.0574998510496476,1.5100223820547056,0.2615309052862926,Iris-setosa
+30,6.206006608696503,3.054141584511309,4.986726529964256,1.7020820331244018,Iris-virginica
+31,5.1089477161730255,3.055176741280541,1.5100223820547056,0.26153089235009797,Iris-setosa
+0,5.1089477161730255,3.0592176028952234,1.510022382054706,0.2615310222605902,Iris-setosa
+1,5.1089477161730255,3.054312383684492,1.5100223820547056,0.26153083603897964,Iris-setosa
+2,5.108947733883936,3.054024707319958,4.899491402319039,1.6655915123053242,Iris-versicolor
+3,5.1089477161730255,3.054833896485335,1.5100223820547056,0.26153085431575074,Iris-setosa
+4,5.108947716173027,3.054771486202566,1.5100223820547116,0.26153119161291793,Iris-setosa
+5,5.1089477161730255,3.0544037962214348,1.510022382054706,0.26153093689513746,Iris-setosa
+6,6.213122492379443,3.0541363415200085,4.999952860393333,1.7044367932974158,Iris-virginica
+7,6.206696712253635,3.054135194709599,4.98751752525089,1.7020323657768075,Iris-virginica
+8,5.1089477161730255,3.054357010004192,1.5100223820547056,0.26153085902298734,Iris-setosa
+9,5.1089477161732075,3.054281921265725,1.510022382055174,0.26153242949078664,Iris-setosa
+10,6.179366562777555,3.054010456417771,4.899491736709295,1.665720132881241,Iris-versicolor
+11,5.108947723146243,3.0540867428439387,4.899491320034795,1.6655678948232011,Iris-versicolor
+12,6.226804350423388,3.0541498855798515,5.023665997343273,1.7033959878131744,Iris-virginica
+13,5.108947716176063,3.054028998933731,4.899491293678062,1.6654334908390096,Iris-versicolor
+14,6.181157059373403,3.0541227466724883,4.91704898615059,1.684496170532644,Iris-versicolor
+15,5.1089477161730255,3.054371947870088,1.5100223820547056,0.26153083814788036,Iris-setosa
+16,6.183327690722916,3.0541131503923955,4.9273439705300275,1.6891200038557552,Iris-versicolor
+17,5.1089477161730255,3.0570012292536934,1.5100223820547056,0.2615308967038965,Iris-setosa
+18,5.108947716173045,3.0540538197005684,1.5100223820547485,0.2615312020733284,Iris-setosa
+19,5.1089477161730255,3.0556530053296425,1.5100223820547058,0.26153092153406865,Iris-setosa
+20,5.1089477161730255,3.054638045617342,1.5100223820547056,0.26153085147471267,Iris-setosa
+21,6.181314458231644,3.0541665241789167,4.917771195363985,1.6854533526212006,Iris-versicolor
+22,5.1089477161730255,3.05442235746991,1.5100223820547056,0.2615308843112402,Iris-setosa
+23,5.1089477161730255,3.054745463693377,1.5100223820547056,0.26153086211190063,Iris-setosa
+24,6.179882774243825,3.0541243689853577,4.903745486155062,1.6760316797848451,Iris-versicolor
+25,5.1089477161730255,3.055085956055684,1.5100223820547056,0.26153086433049744,Iris-setosa
+26,6.180841240813266,3.0540123203533622,4.918748720834092,1.6914710070852788,Iris-versicolor
+27,5.1089477161730255,3.05436879606581,1.5100223820547056,0.261530838047012,Iris-setosa
+28,6.1807369510106565,3.054070839829798,4.914708507139042,1.6839780288081863,Iris-versicolor
+29,6.179516199278776,3.054127860870867,4.900499304564467,1.6719532504963854,Iris-versicolor
+30,5.1089477161730255,3.054276938413487,1.5100223820547056,0.26153083583213255,Iris-setosa
+31,6.179398410318853,3.054026990754627,4.899835297532836,1.6699519970091856,Iris-versicolor
+0,5.1089477161730255,3.0542867186259706,1.5100223820547056,0.2615308338159732,Iris-setosa
+1,5.1089477161730255,3.0591023090817235,1.5100223820547058,0.2615309689780778,Iris-setosa
+2,5.1089477161730255,3.05515870031019,1.5100223820547056,0.26153085890899835,Iris-setosa
+3,5.1089477161730255,3.054511453847273,1.5100223820547056,0.26153084172979807,Iris-setosa
+4,6.191406422916621,3.0540928863920733,4.9538006773519,1.6953699264979338,Iris-virginica
+5,6.19217003558305,3.0541251789217814,4.956396941626774,1.6974044345630983,Iris-virginica
+6,6.179367432173809,3.0540040434055866,4.899506477555133,1.6667373352976529,Iris-versicolor
+7,6.179444754340795,3.054020783012843,4.900917006641916,1.6730353884764935,Iris-versicolor
+8,6.219551412597328,3.0541505884320044,5.01079146564801,1.7041956409185992,Iris-virginica
+9,5.108947716173083,3.0540717779114055,1.510022382054846,0.2615314839755787,Iris-setosa
+10,5.108947716905147,3.054044701473011,4.8994912966969615,1.6654797369788201,Iris-versicolor
+11,5.1089477161730255,3.055742879545818,1.5100223820547056,0.2615308875414319,Iris-setosa
+12,5.1089477161730255,3.0584439506573275,1.5100223820547058,0.26153099060890267,Iris-setosa
+13,6.180880087774963,3.054133279078397,4.915500563943978,1.6836758974681576,Iris-versicolor
+14,6.194085767831924,3.05413165675295,4.961031014622108,1.6983243229108234,Iris-virginica
+15,5.10894771617403,3.055353474751093,1.5100223820573602,0.26153510240727545,Iris-setosa
+16,5.1089477161730255,3.054682402151088,1.5100223820547056,0.26153087026418903,Iris-setosa
+17,5.1089477161730255,3.0656741518384893,1.5100223820547063,0.26153110713209854,Iris-setosa
+18,5.1089477161730255,3.0550436136721784,1.5100223820547056,0.2615308618493694,Iris-setosa
+19,5.108947716981729,3.054022330772974,4.899491298149248,1.665473418770865,Iris-versicolor
+20,6.181673830754288,3.0541862117743164,4.920454604194292,1.6866907703938898,Iris-versicolor
+21,5.1089477161730255,3.0557315093444695,1.5100223820547056,0.2615309094595479,Iris-setosa
+22,5.1089477161730255,3.054181123548338,1.5100223820547058,0.2615309017530059,Iris-setosa
+23,6.197150592514088,3.0540784392724873,4.971265270461919,1.697224835372202,Iris-virginica
+24,6.202050273947536,3.054121248712706,4.978863834204245,1.6994281367256658,Iris-virginica
+25,5.108947798124944,3.0634955736872347,1.5100226811740545,0.2620703186047912,Iris-setosa
+26,5.108947716173059,3.0541858385263922,1.510022382054779,0.2615314745034673,Iris-setosa
+27,5.108947759411485,3.0696065853085877,1.5100225703431227,0.26205305488134145,Iris-setosa
+28,5.108947730434358,3.0546095366501205,4.899491341858063,1.6656833839012941,Iris-versicolor
+29,5.1089477161730255,3.054324996335056,1.510022382054706,0.2615309255062025,Iris-setosa
+30,5.1089477161730255,3.054849445161724,1.5100223820547056,0.2615308610704754,Iris-setosa
+31,5.1089477161730255,3.054399311435573,1.5100223820547056,0.26153083837430857,Iris-setosa
+0,6.1801259192631255,3.0540484774607384,4.9108047180876255,1.6818340555141493,Iris-versicolor
+1,5.1089477163010795,3.054017349643844,4.899491294391489,1.665449341544788,Iris-versicolor
+2,6.1793733065589525,3.0540449965867724,4.899531589659274,1.6674817277488472,Iris-versicolor
+3,5.1089477161730255,3.0560923925442296,1.5100223820547058,0.26153093834753927,Iris-setosa
+4,5.1089477161730255,3.057620398809393,1.5100223820547056,0.2615309085765894,Iris-setosa
+5,6.1823844608158405,3.0541703111310214,4.923728769064461,1.6877874096375334,Iris-versicolor
+6,6.218592156298913,3.0540760109850855,5.017843724233915,1.7028147333532597,Iris-virginica
+7,5.1089477161730255,3.0548196535478085,1.5100223820547056,0.26153085264818116,Iris-setosa
+8,5.108947716175852,3.0544868008193804,1.5100223820607466,0.2615354049044688,Iris-setosa
+9,5.1089477161730255,3.0555377477391517,1.5100223820547058,0.261530953670175,Iris-setosa
+10,5.1089477161730255,3.0569047983709945,1.5100223820547056,0.2615309016081839,Iris-setosa
+11,6.1820593178415235,3.0541368114380885,4.92203073843832,1.6871922954329837,Iris-versicolor
+12,5.108947716173128,3.0540451011492675,1.5100223820549,0.26153155978637954,Iris-setosa
+13,5.1089477161730255,3.054735196784517,1.5100223820547056,0.26153086319732505,Iris-setosa
+14,5.108947716179337,3.067285515498615,1.5100223820830918,0.26154994245485075,Iris-setosa
+15,6.181227475798765,3.05418424097849,4.917572506965744,1.68510358982827,Iris-versicolor
+16,6.179378580433307,3.0540121503221798,4.899661690460178,1.6684877537732623,Iris-versicolor
+17,6.180947407159023,3.0541412692076224,4.915701444166458,1.6837411619224438,Iris-versicolor
+18,5.1089477161730255,3.0543379595186986,1.5100223820547056,0.2615308656954363,Iris-setosa
+19,6.201062705229228,3.054134111113372,4.976691333037908,1.7005141723511208,Iris-virginica
+20,5.1089477161730255,3.0551700088318032,1.5100223820547056,0.2615308647126122,Iris-setosa
+21,5.1089477161730255,3.054240346407537,1.5100223820547056,0.2615308338853818,Iris-setosa
+22,5.1089477161730255,3.054746428281926,1.5100223820547056,0.26153084867106796,Iris-setosa
+23,6.216673055283406,3.0541492863405977,5.005742553176632,1.7031242807007168,Iris-virginica
diff --git a/iris/lct_gan/3/2/test.csv b/iris/lct_gan/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/train.csv b/iris/lct_gan/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/2/val.csv b/iris/lct_gan/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/synth.csv b/iris/lct_gan/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc26cfc7764d1d217f5d48318315f248d99ea13b
--- /dev/null
+++ b/iris/lct_gan/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.184429589398917,3.0540348029194533,4.935590889014375,1.6940705950143058,Iris-virginica
+1,6.179612548239775,3.0544256713218445,4.900703719631164,1.6735088188213658,Iris-versicolor
+2,6.179368101762633,3.0540608031131304,4.899497879397504,1.666369468763865,Iris-versicolor
+3,5.108947716173082,3.0558824520324723,1.5100223820549148,0.26153256550779974,Iris-setosa
+4,6.1794099766739805,3.0541150838080893,4.899723062882373,1.6694519948127964,Iris-versicolor
+5,6.179390354834949,3.0540817252716947,4.899614859453673,1.6685202883247687,Iris-versicolor
+6,6.179852459701504,3.0542933019314984,4.903288817933385,1.6770664607826298,Iris-versicolor
+7,5.1089477161730255,3.054974094171066,1.5100223820547056,0.26153090362520354,Iris-setosa
+8,5.1089477161730255,3.0614465153326265,1.5100223820547058,0.26153101182442684,Iris-setosa
+9,5.108947716173029,3.0544121155398334,1.5100223820547163,0.26153122951439867,Iris-setosa
+10,6.1793799846461726,3.0540113156341526,4.899729981853579,1.6692058644430718,Iris-versicolor
+11,5.10894771617303,3.0540885096275012,1.5100223820547154,0.2615310694716308,Iris-setosa
+12,5.108947716342238,3.0563661455213804,1.5100223825678112,0.26156876837711635,Iris-setosa
+13,6.180952215250719,3.0540323995542367,4.917840123702565,1.686871480517707,Iris-versicolor
+14,5.108947716173028,3.074992101572862,1.510022382054734,0.2615321188139187,Iris-setosa
+15,6.180062954281837,3.054268849589139,4.905702731264548,1.679410919948405,Iris-versicolor
+16,5.1089477161730255,3.0559273124182145,1.5100223820547056,0.2615308878546565,Iris-setosa
+17,6.219822531382053,3.0541524925925865,5.011080261160124,1.7040074120138236,Iris-virginica
+18,6.179539115395272,3.054437818003643,4.9002242547079415,1.6720776219654423,Iris-versicolor
+19,5.1089477161730255,3.0544665945180354,1.5100223820547056,0.26153084213383554,Iris-setosa
+20,5.1089477161730255,3.0557758147132152,1.5100223820547056,0.2615308740604741,Iris-setosa
+21,5.1089477161730255,3.0635866463819177,1.5100223820547076,0.26153122418936975,Iris-setosa
+22,5.1089477161730255,3.0544737149051393,1.5100223820547056,0.26153084033977453,Iris-setosa
+23,5.1089477161730255,3.057090968337921,1.5100223820547056,0.2615309268557248,Iris-setosa
+24,5.1089477161730255,3.0545633554325957,1.5100223820547056,0.2615308426790659,Iris-setosa
+25,5.1089477161730255,3.054373584194219,1.5100223820547056,0.26153084286175127,Iris-setosa
+26,5.1089477161730255,3.0546105183439796,1.5100223820547056,0.2615308447679923,Iris-setosa
+27,6.182148093766157,3.0541626648436804,4.922171187158694,1.687092507229202,Iris-versicolor
+28,6.179523031268836,3.0543041911466258,4.90017730216277,1.6717130165540366,Iris-versicolor
+29,6.1795148701950655,3.0540225649506407,4.90241483251281,1.676195098670049,Iris-versicolor
+30,5.108947716174861,3.0541323193195824,1.5100223820581085,0.26153353488065045,Iris-setosa
+31,6.210376671491801,3.0541329318154515,4.996043477656378,1.7015206123244768,Iris-virginica
+0,6.181209896093673,3.0541794771622603,4.917177171911386,1.6850307511279454,Iris-versicolor
+1,6.208681052446777,3.0541404391221496,4.991811493410631,1.7015810105336775,Iris-virginica
+2,6.17936949675065,3.054015785344388,4.899521576932967,1.6671105698111905,Iris-versicolor
+3,5.10894771617314,3.054335209160951,1.5100223820550083,0.26153215131521346,Iris-setosa
+4,6.210495400994574,3.054141668654341,4.9946690318895595,1.703151292194557,Iris-virginica
+5,6.181765202623159,3.0540400226991,4.922762176138506,1.6884142808628941,Iris-versicolor
+6,5.1089477161730255,3.0550162502073133,1.5100223820547056,0.2615308815131958,Iris-setosa
+7,5.1089477161730255,3.067140284575446,1.5100223820547058,0.26153104361018015,Iris-setosa
+8,5.1089477161730255,3.0547838673780388,1.5100223820547056,0.26153085425099104,Iris-setosa
+9,6.195720873175352,3.054102085168661,4.967239092571446,1.6977292413327911,Iris-virginica
+10,5.108948015623515,3.054111851847826,4.899492576365053,1.6659983121516608,Iris-versicolor
+11,6.224284264787219,3.0541536134683276,5.018858129257369,1.7039278522508936,Iris-virginica
+12,6.216025437785578,3.0541455740104073,5.004841034918252,1.7051448409296488,Iris-virginica
+13,5.1089477161730255,3.0545622479643995,1.5100223820547056,0.2615308415740489,Iris-setosa
+14,5.1089477161730255,3.06009091308346,1.5100223820547058,0.2615309875572033,Iris-setosa
+15,6.186314304872401,3.054131386099153,4.938654996766001,1.6932008112095094,Iris-versicolor
+16,5.1089477161730255,3.063540320372976,1.510022382054706,0.26153107904161954,Iris-setosa
+17,5.1089477161730255,3.0547243162478193,1.5100223820547056,0.26153084838972473,Iris-setosa
+18,5.1089477161730255,3.0566115020741864,1.5100223820547058,0.2615309338887191,Iris-setosa
+19,6.179428071000311,3.054035317207575,4.9001857451123385,1.6710815523306743,Iris-versicolor
+20,6.181845510094546,3.054164832300261,4.920611228952755,1.6861546677715469,Iris-versicolor
+21,5.1089477161730255,3.061974386001075,1.5100223820547065,0.26153111864573314,Iris-setosa
+22,5.1089477161730255,3.054577762279239,1.5100223820547056,0.2615308428603697,Iris-setosa
+23,5.1089477161730255,3.054479578907231,1.5100223820547056,0.2615308510836448,Iris-setosa
+24,6.1795134048892075,3.0544237535147465,4.900251134942587,1.6718900631277698,Iris-versicolor
+25,5.1089477161730255,3.054604311631973,1.5100223820547056,0.2615308437447012,Iris-setosa
+26,5.108947716173054,3.0867224658869366,1.5100223820549665,0.2615341238456677,Iris-setosa
+27,6.20000278192926,3.054129974584073,4.9768055955557156,1.6997399092016166,Iris-virginica
+28,6.187098829408681,3.0541191524192457,4.941691614476674,1.6931658779972194,Iris-versicolor
+29,5.1089477161730255,3.055550339662105,1.5100223820547056,0.2615308764963495,Iris-setosa
+30,6.203248523044253,3.0541344877446255,4.981367047567069,1.700460648549158,Iris-virginica
+31,5.1089477161730255,3.0558137776342886,1.5100223820547056,0.2615308891187555,Iris-setosa
+0,5.108948459398021,3.056059926062324,4.899494176433041,1.6668268334036878,Iris-versicolor
+1,5.1089477161730255,3.0609678459750946,1.5100223820547056,0.2615309491846921,Iris-setosa
+2,5.108947716173062,3.218663604877023,1.5100223820555225,0.2615383824187195,Iris-setosa
+3,5.1089477161730255,3.054678193238658,1.5100223820547056,0.26153084665721593,Iris-setosa
+4,6.221028139895277,3.0541495132626575,5.0134551355533254,1.7037572840800421,Iris-virginica
+5,5.108947740026126,3.0540362551539753,4.899491405491348,1.6656334875053513,Iris-versicolor
+6,6.214614789068208,3.0541440482544964,5.002442316228838,1.7046874367301736,Iris-virginica
+7,6.206170713366385,3.0541336424404584,4.9876690706677325,1.7009437135046488,Iris-virginica
+8,5.1089477161730255,3.056016265060664,1.5100223820547056,0.26153088004800384,Iris-setosa
+9,5.1089477161730255,3.0600256597472564,1.5100223820547056,0.2615309378039041,Iris-setosa
+10,5.1089477161730255,3.0542197305346392,1.5100223820547056,0.26153083419008055,Iris-setosa
+11,6.179366506601313,3.0540035765387135,4.899491460995593,1.6656041533985515,Iris-versicolor
+12,5.1089477161730255,3.060743342606206,1.5100223820547058,0.261530984294891,Iris-setosa
+13,6.179366687075047,3.0540065189523022,4.899493282155789,1.6659799362852563,Iris-versicolor
+14,5.1089477161730255,3.0545036362175515,1.5100223820547056,0.2615308415280215,Iris-setosa
+15,6.179470701331994,3.0540205831794314,4.901427851283124,1.6745301144638036,Iris-versicolor
+16,6.1793670016311335,3.0540081542639497,4.899496604329285,1.6661837144784841,Iris-versicolor
+17,6.179678620523962,3.0541645180782333,4.901723720196642,1.6742109887864707,Iris-versicolor
+18,5.1089477161730255,3.055045879018926,1.5100223820547056,0.26153085995043496,Iris-setosa
+19,5.1089477161730255,3.054678319314854,1.5100223820547056,0.2615308474550217,Iris-setosa
+20,6.186512593599711,3.054108352780602,4.9398388413719445,1.6924637586032165,Iris-versicolor
+21,5.108947718434149,3.084909010033713,1.5100223918986138,0.2617524313325147,Iris-setosa
+22,5.1089477161730255,3.0543652201756206,1.5100223820547056,0.26153084724339754,Iris-setosa
+23,6.2431603036283425,3.0541558696083935,5.04755569339609,1.7032625355686337,Iris-virginica
+24,5.108947716173171,3.119103636971293,1.5100223820566272,0.2615387080801419,Iris-setosa
+25,6.17961520616754,3.0540133798960336,4.90598257265874,1.6799034498566234,Iris-versicolor
+26,5.1089477161730255,3.054451564937492,1.5100223820547056,0.2615308456742636,Iris-setosa
+27,6.179366711736418,3.054017361246527,4.899492510606418,1.665882188462313,Iris-versicolor
+28,6.179371803718474,3.054038921387557,4.899525580600592,1.6673514563858474,Iris-versicolor
+29,5.1089477161730255,3.056107941874645,1.5100223820547056,0.26153091680344803,Iris-setosa
+30,5.1089477161730255,3.0555913533655086,1.5100223820547056,0.2615308682994466,Iris-setosa
+31,5.10894771640979,3.0607992842141787,1.5100223828063422,0.26159015006386704,Iris-setosa
+0,5.1089477161730255,3.0600952381107587,1.5100223820547074,0.2615311705769685,Iris-setosa
+1,6.179494755418136,3.054157477017004,4.900172610142444,1.6711420892025746,Iris-versicolor
+2,6.212907700042095,3.054142625243642,4.99960048634474,1.7037494439278862,Iris-virginica
+3,5.1089477161730255,3.0543716564257934,1.5100223820547058,0.2615309154488324,Iris-setosa
+4,5.1089477161730255,3.0681846856955963,1.5100223820547065,0.26153116166634716,Iris-setosa
+5,6.179387085615061,3.0545627279192713,4.899550412754198,1.6684228447441012,Iris-versicolor
+6,5.108947716173026,3.054065766853958,1.5100223820547076,0.26153096033578166,Iris-setosa
+7,6.202937397367061,3.0541353600776984,4.980659810608121,1.700823703385319,Iris-virginica
+8,6.21069385704473,3.0541428553981023,4.995243921435697,1.703063569276948,Iris-virginica
+9,5.1089477161730255,3.055477732149458,1.5100223820547056,0.26153087062356634,Iris-setosa
+10,6.179722667783849,3.0542635915174956,4.901542367259921,1.6741351215296592,Iris-versicolor
+11,6.188929687143946,3.0541158418877536,4.947778754380744,1.6947664631675552,Iris-versicolor
+12,5.1089477161730255,3.098697931180364,1.5100223820547096,0.2615315295363776,Iris-setosa
+13,6.179380995296316,3.0540189617532705,4.899657869021164,1.6688266600924941,Iris-versicolor
+14,6.1845592283512465,3.0541180924937485,4.931990787998397,1.6905639947926858,Iris-versicolor
+15,5.108947716173057,3.05680697129253,1.5100223820548595,0.2615324827336924,Iris-setosa
+16,6.17963331642549,3.054245939692945,4.900897520491946,1.672999623288007,Iris-versicolor
+17,5.1089477161730255,3.054768096081073,1.5100223820547056,0.2615308649934142,Iris-setosa
+18,5.1089477161730255,3.0551921258968835,1.5100223820547056,0.2615308603797052,Iris-setosa
+19,5.1089477161730255,3.0658440329218957,1.5100223820547058,0.2615310371035586,Iris-setosa
+20,5.1089477161730255,3.054319318956926,1.5100223820547056,0.2615308643058572,Iris-setosa
+21,5.1089477161730255,3.059949771335552,1.5100223820547056,0.2615309448158303,Iris-setosa
+22,6.210216627189648,3.054143054574343,4.994280550585175,1.7021559550251073,Iris-virginica
+23,6.209050269827369,3.054140718768812,4.993194137413047,1.701795040488494,Iris-virginica
diff --git a/iris/lct_gan/3/20/test.csv b/iris/lct_gan/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/train.csv b/iris/lct_gan/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/20/val.csv b/iris/lct_gan/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/synth.csv b/iris/lct_gan/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e327e95eb70374515c217b131dd9255b30b5c4c
--- /dev/null
+++ b/iris/lct_gan/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173046,3.054044834973037,1.510022382054755,0.26153121534631685,Iris-setosa
+1,5.1089477161730255,3.0544518612618314,1.5100223820547056,0.2615308416779738,Iris-setosa
+2,6.179391264002041,3.0540257155553463,4.899749888057596,1.6694370767454998,Iris-versicolor
+3,6.191130312333659,3.0540987354584628,4.95307710020255,1.6953768889967689,Iris-versicolor
+4,5.1089477161730255,3.0566661470996688,1.5100223820547056,0.2615308913773123,Iris-setosa
+5,5.1089477161730255,3.056148872063889,1.5100223820547056,0.26153088692632004,Iris-setosa
+6,6.202987270730011,3.054116012135897,4.981536684132336,1.6991047328962254,Iris-virginica
+7,6.180010955788022,3.0540769684925393,4.908056272110272,1.6798386486988859,Iris-versicolor
+8,6.17941249819441,3.0542828836658007,4.899679092742926,1.6692960082482795,Iris-versicolor
+9,6.202115277478831,3.0541267703696287,4.978138274720277,1.700756022937412,Iris-virginica
+10,6.1794064410910465,3.054681487419486,4.899633821696385,1.6694978485283258,Iris-versicolor
+11,6.194028035872642,3.054131072631772,4.961562874374844,1.6990439529567698,Iris-virginica
+12,6.180089340179596,3.054247009051517,4.905112790514517,1.678296419317755,Iris-versicolor
+13,6.179367740304504,3.0540679984365844,4.899496037853037,1.666330494451509,Iris-versicolor
+14,6.208530453519278,3.0541400837341817,4.992019557251068,1.7017237906995721,Iris-virginica
+15,5.1089477161730255,3.0552196380773258,1.5100223820547056,0.2615308611252537,Iris-setosa
+16,6.181681144331307,3.0541808308588774,4.920278245200905,1.686440334139518,Iris-versicolor
+17,5.1089477161730255,3.05460553476225,1.5100223820547056,0.26153085548608573,Iris-setosa
+18,6.186973192958263,3.0540997127124876,4.940955708706819,1.6933482112902822,Iris-versicolor
+19,5.1089477161730255,3.054407808925898,1.5100223820547056,0.2615308447001505,Iris-setosa
+20,6.179411684009721,3.05458071988794,4.899629606023115,1.6693382701920636,Iris-versicolor
+21,6.179373368438993,3.054256000809834,4.899514340754818,1.6673035955277442,Iris-versicolor
+22,5.1089477161730255,3.0545061625208945,1.5100223820547056,0.2615308405468153,Iris-setosa
+23,5.1089477161730255,3.0543746521692734,1.5100223820547056,0.2615308376021885,Iris-setosa
+24,5.1089477161730255,3.055480708272142,1.5100223820547056,0.261530866243766,Iris-setosa
+25,5.108947716173028,3.0544967946973087,1.5100223820547127,0.2615311717493773,Iris-setosa
+26,6.190709846056888,3.0541122628406283,4.951877365652553,1.6961099318040607,Iris-versicolor
+27,5.108947716551585,3.0541425577908647,4.899491294881486,1.665476860928999,Iris-versicolor
+28,6.186295388327488,3.0540438450000824,4.9414400737231965,1.6943813756441246,Iris-virginica
+29,5.1089477161730255,3.0554876259613235,1.5100223820547056,0.26153086780793483,Iris-setosa
+30,6.205793801923593,3.05413577739695,4.985779192886481,1.7016114608624626,Iris-virginica
+31,6.17998057357581,3.05425777375005,4.905373208390664,1.678953449680232,Iris-versicolor
+0,6.213663145959284,3.0541422055849874,5.000598838835182,1.7044749141204656,Iris-virginica
+1,5.1089477161730255,3.066209915098164,1.5100223820547074,0.2615312116068781,Iris-setosa
+2,5.1089477161730255,3.0555694979110504,1.5100223820547065,0.2615310270681112,Iris-setosa
+3,6.211910567428784,3.0541435667651777,4.998712694346572,1.7021180136479035,Iris-virginica
+4,5.1089477161730255,3.054531615725122,1.5100223820547056,0.2615308426471703,Iris-setosa
+5,6.212760489402226,3.0541315923690666,5.000022861193702,1.7012751695586088,Iris-virginica
+6,5.1089477161730255,3.0543911439016447,1.5100223820547056,0.26153084077661914,Iris-setosa
+7,5.108953592939672,3.0559286071895544,4.8995220121350735,1.6686257990158044,Iris-versicolor
+8,6.1797146787497725,3.0540123071305487,4.908158621860105,1.682971200579272,Iris-versicolor
+9,5.1089477161730255,3.0542266233708117,1.5100223820547063,0.26153094303499813,Iris-setosa
+10,5.1089477161730255,3.0545701058922186,1.5100223820547056,0.2615308442280575,Iris-setosa
+11,5.1089477161730255,3.054311580238024,1.5100223820547056,0.2615308606785615,Iris-setosa
+12,5.1089477161730255,3.054404265057855,1.5100223820547056,0.2615308645433892,Iris-setosa
+13,5.1089477161730255,3.054283838544571,1.5100223820547056,0.26153083608070854,Iris-setosa
+14,6.188387919472823,3.054120192962917,4.9459275352512595,1.6946822998030058,Iris-versicolor
+15,5.108947716173099,3.060234928523432,1.5100223820551182,0.26153347798772875,Iris-setosa
+16,5.1089477161730255,3.0546180095138302,1.5100223820547056,0.26153084977856605,Iris-setosa
+17,6.192402367537725,3.0540892642043502,4.958906552239801,1.6972849725692627,Iris-virginica
+18,5.1089477161730255,3.054276923622425,1.5100223820547056,0.26153083950413675,Iris-setosa
+19,5.1089477161730255,3.0544110019338495,1.5100223820547056,0.26153085151416555,Iris-setosa
+20,6.197375672417749,3.054131685391767,4.969025932726498,1.6996453901804116,Iris-virginica
+21,6.1861495567067415,3.0540622662837307,4.939141250315674,1.694029260479282,Iris-versicolor
+22,6.180856481310113,3.0541128104746713,4.915219879119561,1.6835557731560167,Iris-versicolor
+23,6.197249678314747,3.0541058961436645,4.969990598035272,1.6985707770987342,Iris-virginica
+24,6.1793819107298456,3.054007503578276,4.899876557876652,1.670149426591897,Iris-versicolor
+25,5.1089477161730255,3.0546020838665973,1.5100223820547056,0.2615308441827137,Iris-setosa
+26,5.108947717564037,3.0543045788585985,4.899491298301706,1.6655161080391876,Iris-versicolor
+27,5.1089477161730255,3.059829573329084,1.5100223820547056,0.26153094383134823,Iris-setosa
+28,6.191029002533506,3.0541185056121374,4.952656463804768,1.6963748721767882,Iris-versicolor
+29,5.108947716173026,3.0542938136066584,1.5100223820547085,0.2615310377929387,Iris-setosa
+30,5.1089477161730255,3.065487713620056,1.5100223820547058,0.2615309948965343,Iris-setosa
+31,6.217292679669109,3.054145247449917,5.008396605319668,1.7023282491387346,Iris-virginica
+0,6.179602001257692,3.0542887395177156,4.900702687425776,1.673090887814091,Iris-versicolor
+1,6.179678160691151,3.054013291976627,4.907658712401212,1.6807580851693436,Iris-versicolor
+2,6.212704684444387,3.0541439042303025,4.999133305730668,1.7034750222891726,Iris-virginica
+3,6.188015838082851,3.0540816166215334,4.9453272286734,1.6942550196671406,Iris-versicolor
+4,5.1089477161746215,3.0542019090908172,1.510022382058914,0.2615340355838659,Iris-setosa
+5,5.108947716173051,3.0541589983205033,1.5100223820547614,0.2615314067771301,Iris-setosa
+6,5.1089477161730255,3.0551800682633163,1.5100223820547056,0.2615308745832519,Iris-setosa
+7,5.1089477161730255,3.0577936321310624,1.5100223820547056,0.2615309013170871,Iris-setosa
+8,6.181922530194895,3.0541606410339703,4.921255120315175,1.6865757700763229,Iris-versicolor
+9,5.1089477161730255,3.054302974506304,1.5100223820547056,0.26153087241219225,Iris-setosa
+10,6.1907867664607075,3.0541178632071313,4.951695713137857,1.6958258886053352,Iris-versicolor
+11,6.18962042234482,3.054089791657901,4.95070595910199,1.6943613984274577,Iris-versicolor
+12,6.1802794070369895,3.054189735820324,4.907177708598895,1.6794792007242345,Iris-versicolor
+13,5.1089477161730255,3.054131015530223,1.5100223820547056,0.2615308502106678,Iris-setosa
+14,5.1089477161730255,3.054308197008965,1.5100223820547056,0.2615308371720438,Iris-setosa
+15,6.208224043557628,3.0541378960782426,4.990534907437002,1.7025720344775135,Iris-virginica
+16,5.1089477161730255,3.0547936234921593,1.5100223820547058,0.26153093896240037,Iris-setosa
+17,6.179383286854042,3.054019596949835,4.899679631318853,1.6689637850633268,Iris-versicolor
+18,6.198086090362735,3.0540486578148496,4.981676235486724,1.7045290251997436,Iris-virginica
+19,5.1089477161730255,3.0551296092090245,1.5100223820547056,0.2615308787958689,Iris-setosa
+20,5.1089477161730255,3.0543876228993763,1.5100223820547056,0.26153085614359023,Iris-setosa
+21,6.184357112113836,3.0541196652892615,4.932353677175257,1.6915669469913208,Iris-versicolor
+22,6.18121864080391,3.054166537825432,4.917262918827113,1.6844108815532408,Iris-versicolor
+23,5.1089477161730255,3.065398451270877,1.5100223820547058,0.26153104402552646,Iris-setosa
+24,6.214397344663752,3.054141899726954,5.002283729459378,1.702020264601466,Iris-virginica
+25,5.108947716173031,3.0540186659666166,1.510022382054719,0.26153101955429875,Iris-setosa
+26,6.17947995994995,3.0540295737224534,4.901136726566916,1.6737820251223026,Iris-versicolor
+27,6.179733959439744,3.0541684184913684,4.902017389469146,1.6745848870457238,Iris-versicolor
+28,6.180617937843371,3.0541393173408338,4.9128041683205526,1.6824629626342023,Iris-versicolor
+29,5.1089477161730255,3.054064672296497,1.510022382054706,0.2615309015801937,Iris-setosa
+30,5.108947733329209,3.0540984640940407,4.899491364394068,1.6656146764700248,Iris-versicolor
+31,5.1089477161730255,3.054283796586252,1.5100223820547058,0.26153088974266375,Iris-setosa
+0,5.1089477161730255,3.0552214561705293,1.5100223820547056,0.26153087464891744,Iris-setosa
+1,5.1089477161730255,3.0874678903387203,1.5100223820547094,0.2615314789458454,Iris-setosa
+2,5.1089477161730255,3.0543609379115972,1.5100223820547056,0.2615308483215239,Iris-setosa
+3,5.108947766490826,3.055629489653929,4.899491492547206,1.6659313115588121,Iris-setosa
+4,6.17936803742749,3.0540262769648234,4.899500691947873,1.6665219284018398,Iris-versicolor
+5,5.1089477161730255,3.0554576310960786,1.5100223820547056,0.2615309132205333,Iris-setosa
+6,5.1089477161730255,3.057688797510229,1.5100223820547058,0.26153095240724955,Iris-setosa
+7,6.200795964725639,3.0541406133196074,4.97743680341596,1.70064014659785,Iris-virginica
+8,5.1089477161730255,3.0548010613336913,1.5100223820547056,0.2615308560977223,Iris-setosa
+9,6.20188876557048,3.054131548964343,4.977909718417556,1.7005763617561325,Iris-virginica
+10,6.179409587996953,3.054016493034136,4.900221482683438,1.6714698392919778,Iris-versicolor
+11,6.180945096360802,3.0541891602769553,4.91548996126781,1.6842162692703158,Iris-versicolor
+12,5.1089477161730255,3.0546315031884737,1.5100223820547056,0.2615308481843304,Iris-setosa
+13,6.180429836027224,3.0542435457796695,4.907989190094393,1.6801899775646565,Iris-versicolor
+14,6.189747915381651,3.0540402836242517,4.954622758396855,1.6962462519194896,Iris-virginica
+15,5.1089477161730255,3.05461788051967,1.510022382054706,0.2615309611646626,Iris-setosa
+16,5.1089477161730255,3.054238110215281,1.5100223820547056,0.26153086341640397,Iris-setosa
+17,5.1089477161730255,3.0540984452341786,1.5100223820547056,0.26153085044640517,Iris-setosa
+18,5.1089477161730255,3.0547091020808583,1.5100223820547056,0.26153086691775235,Iris-setosa
+19,5.1089477161732875,3.054307991393078,1.5100223820552605,0.2615325182271398,Iris-setosa
+20,5.1089477161730255,3.055343017973293,1.5100223820547063,0.26153099170969807,Iris-setosa
+21,6.182302629486491,3.0541317934193453,4.922870427554888,1.6870102231520607,Iris-versicolor
+22,5.1089477161730255,3.0543288400491195,1.5100223820547056,0.261530843030151,Iris-setosa
+23,5.1089477161730255,3.0546859456669626,1.5100223820547056,0.2615308605717852,Iris-setosa
diff --git a/iris/lct_gan/3/21/test.csv b/iris/lct_gan/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/train.csv b/iris/lct_gan/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/21/val.csv b/iris/lct_gan/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/synth.csv b/iris/lct_gan/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3e2857cf5fc053f5c426655684d7a25ffc881bf
--- /dev/null
+++ b/iris/lct_gan/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0544093047097842,1.5100223820547056,0.2615308429687811,Iris-setosa
+1,5.1089477161730255,3.0550755603539024,1.5100223820547056,0.26153089441938915,Iris-setosa
+2,6.179369300950036,3.054053142607,4.899505382992628,1.6667473519443998,Iris-versicolor
+3,6.179380362393021,3.054404161419801,4.899538193229639,1.667830676714082,Iris-versicolor
+4,5.1089477161730255,3.0545314667579966,1.5100223820547056,0.26153084639051727,Iris-setosa
+5,6.212182824008861,3.054144515908638,4.997952528427974,1.7039524493824387,Iris-virginica
+6,5.1089477161730255,3.055084456221864,1.5100223820547056,0.26153086143588605,Iris-setosa
+7,5.1089477161730255,3.055799554669727,1.5100223820547056,0.26153087922250134,Iris-setosa
+8,5.1089477161730255,3.0548418768670493,1.5100223820547056,0.2615308562143975,Iris-setosa
+9,6.179392616351362,3.0547825056444418,4.8995871460971765,1.669218644657809,Iris-versicolor
+10,5.1089477161730255,3.0611362845777794,1.510022382054706,0.2615310325351363,Iris-setosa
+11,6.17962023223646,3.0543248656303645,4.900830931616979,1.6736329961626433,Iris-versicolor
+12,6.179698905608533,3.0540929457575605,4.902293893099607,1.674704744636084,Iris-versicolor
+13,6.2033842609143175,3.054136018820791,4.980718642797675,1.7010793093113894,Iris-virginica
+14,5.1089477161730255,3.054096910372206,1.5100223820547058,0.26153087939980857,Iris-setosa
+15,5.1089477161730255,3.055777505724028,1.5100223820547056,0.26153087648323464,Iris-setosa
+16,6.179371412926422,3.0540210833320893,4.899534046496677,1.6672278805959861,Iris-versicolor
+17,5.1089477161730255,3.054619840436016,1.5100223820547056,0.2615308480592548,Iris-setosa
+18,6.215124075191861,3.0541470596820366,5.003820057548792,1.7028082472015802,Iris-virginica
+19,6.179420612246757,3.054265608937869,4.899704529206667,1.6695261340876746,Iris-versicolor
+20,6.194486702652323,3.0541230898855005,4.962811032294294,1.6979039693846243,Iris-virginica
+21,5.1089477161730255,3.055176486109565,1.5100223820547056,0.26153085951955246,Iris-setosa
+22,5.1089477161767585,3.2169561455982723,1.5100223821127794,0.2615744775132974,Iris-setosa
+23,5.1089477161730255,3.0550607900194238,1.5100223820547058,0.2615309309977482,Iris-setosa
+24,6.179546532013099,3.054285042204981,4.900357880017208,1.6717103566771974,Iris-versicolor
+25,5.1089477161730255,3.055958813355686,1.5100223820547056,0.2615309022450988,Iris-setosa
+26,5.1089477161730255,3.055100385692637,1.5100223820547056,0.26153085918806845,Iris-setosa
+27,6.187892921325857,3.0540865054260107,4.943615298254601,1.694128611487729,Iris-versicolor
+28,5.1089477161730255,3.0560203763722082,1.5100223820547056,0.26153087833271765,Iris-setosa
+29,5.1089477161730255,3.054330810605975,1.5100223820547056,0.26153083738230914,Iris-setosa
+30,6.180432084253671,3.0541016744085407,4.911889100461118,1.681980842216393,Iris-versicolor
+31,6.2195717395343975,3.0541497864193636,5.011068329631886,1.7043158892115067,Iris-virginica
+0,6.179563719468123,3.054267489717002,4.900496887617054,1.672304457420547,Iris-versicolor
+1,5.108947716387426,3.054200830135663,4.89949129446601,1.6654702769328151,Iris-versicolor
+2,5.1089477161730255,3.0554398009235175,1.510022382054707,0.2615310475427756,Iris-setosa
+3,5.108947716173028,3.067257350096574,1.5100223820547263,0.26153183830834054,Iris-setosa
+4,6.179661004739882,3.05431141391404,4.9011089866822335,1.6734239107565543,Iris-versicolor
+5,5.1089477161730255,3.0594294728859373,1.5100223820547058,0.2615309775156486,Iris-setosa
+6,5.1089477161730255,3.0545907893310904,1.5100223820547056,0.26153084357678,Iris-setosa
+7,6.250976823841566,3.054153411600516,5.057023160943927,1.7034286665331049,Iris-virginica
+8,6.184653728111569,3.0541308941454095,4.932858400205356,1.6913963021481533,Iris-versicolor
+9,6.182275737916433,3.054154061048885,4.922837706526844,1.6872302906439411,Iris-versicolor
+10,6.179539311073675,3.054396291945898,4.900443894559833,1.6727835598854872,Iris-versicolor
+11,6.179494438877299,3.0540760423028956,4.900468402793533,1.6717653494881108,Iris-versicolor
+12,5.1089477161730255,3.0578106154901636,1.5100223820547072,0.26153112792389016,Iris-setosa
+13,6.179902023125027,3.054111937864895,4.9043181377579765,1.676678288421969,Iris-versicolor
+14,6.179522392740455,3.0544880257104983,4.900150945652175,1.6718474320965067,Iris-versicolor
+15,5.1089477161736445,3.05451172209878,1.5100223820562453,0.2615333718379135,Iris-setosa
+16,5.108947716173523,3.2216212699249867,1.510022382063997,0.2615508464336937,Iris-setosa
+17,6.180948394538109,3.0541924914228615,4.915596436712484,1.6844495113499638,Iris-versicolor
+18,5.1089477175303,3.0540222569575874,4.899491301458655,1.6654896204112413,Iris-versicolor
+19,6.224086213100608,3.0541035718276186,5.021808893744149,1.7002370100849369,Iris-virginica
+20,5.108947716173128,3.101006879161547,1.5100223820560967,0.261537183934397,Iris-setosa
+21,5.1089477161730255,3.058844883022252,1.5100223820547058,0.2615309655734274,Iris-setosa
+22,5.1089477161730255,3.055008777903613,1.5100223820547056,0.261530855091272,Iris-setosa
+23,6.220503292746951,3.0541523299537907,5.012285595649083,1.7042867537313768,Iris-virginica
+24,5.1089477161730255,3.054123437701853,1.5100223820547056,0.2615308710853731,Iris-setosa
+25,5.1089477161730255,3.0546428089933615,1.5100223820547056,0.2615308452413045,Iris-setosa
+26,5.1089477161730255,3.114583842577306,1.5100223820547083,0.26153147489483997,Iris-setosa
+27,5.1089477161730255,3.0551304288552275,1.5100223820547056,0.26153085954578226,Iris-setosa
+28,5.1089477161730255,3.0558764050035645,1.5100223820547056,0.2615308831750369,Iris-setosa
+29,5.108947716173325,3.1768395975870023,1.5100223820602974,0.26154555938746754,Iris-setosa
+30,5.1089477161730255,3.0915270439693314,1.5100223820547083,0.2615314391144376,Iris-setosa
+31,6.195770035416207,3.054120131534731,4.965037069002166,1.6981929359248407,Iris-virginica
+0,5.1089477161730255,3.0544399080712736,1.5100223820547056,0.2615308853984479,Iris-setosa
+1,6.179409588901106,3.0540617349185983,4.89982085603754,1.6697720311777988,Iris-versicolor
+2,6.179366984569749,3.054082644744989,4.899492606968613,1.6660284633360636,Iris-versicolor
+3,6.180931387565175,3.054027361562529,4.91854969162438,1.6883809218800738,Iris-versicolor
+4,5.1089477161730255,3.0605707113914455,1.5100223820547058,0.26153101590833916,Iris-setosa
+5,5.1089477161730255,3.054427058310929,1.5100223820547056,0.26153084122414305,Iris-setosa
+6,5.1089477161730255,3.056731130574454,1.5100223820547056,0.26153091998884853,Iris-setosa
+7,6.180380746205788,3.0542427787826045,4.908336709924541,1.6805812510758058,Iris-versicolor
+8,5.1089477161730255,3.058076481913256,1.5100223820547058,0.2615309968648375,Iris-setosa
+9,6.187088679186539,3.054044081289186,4.9460984725282,1.6943956530081836,Iris-virginica
+10,5.10894771622703,3.0546558406233983,1.5100223822002656,0.26154927217766505,Iris-setosa
+11,5.108947716250991,3.054018992828965,4.89949129402807,1.6654458368227578,Iris-versicolor
+12,5.108949107615883,3.0548272429222623,4.89949700020247,1.6669282866813984,Iris-versicolor
+13,5.1089477161730334,3.0542280932451846,1.5100223820547256,0.26153125590313364,Iris-setosa
+14,5.108947716173026,3.05433860753324,1.510022382054708,0.26153104104426683,Iris-setosa
+15,6.2052109523107175,3.054140531025458,4.986434301323732,1.7013885825960993,Iris-virginica
+16,6.186602832902068,3.054121523177465,4.93897676344302,1.6929170779627003,Iris-versicolor
+17,5.1089477161730255,3.060210023594696,1.5100223820547058,0.2615309817189621,Iris-setosa
+18,6.18443448916959,3.054139630430892,4.931670490875432,1.6910202684833295,Iris-versicolor
+19,6.200186233303205,3.0541352279769116,4.975089544132142,1.700036843137407,Iris-virginica
+20,5.1089477161730255,3.0542079141739835,1.5100223820547056,0.2615308571696587,Iris-setosa
+21,5.1089477161730255,3.0557637063674346,1.5100223820547056,0.26153087755454146,Iris-setosa
+22,6.195108187110329,3.054122786127898,4.964788901969594,1.6984591422064474,Iris-virginica
+23,5.1089477161730255,3.0549586263424215,1.5100223820547056,0.2615308574710218,Iris-setosa
+24,5.1089477161730255,3.0560583137359365,1.510022382054707,0.2615310687669823,Iris-setosa
+25,6.182057635375449,3.054153809298971,4.921398708253147,1.6869653421145843,Iris-versicolor
+26,6.207989289604757,3.0541411321261718,4.990819994670162,1.7015761883343907,Iris-virginica
+27,5.1089477161730255,3.054693099208182,1.5100223820547056,0.26153084600773024,Iris-setosa
+28,5.1089477161730255,3.0585675612737395,1.5100223820547058,0.26153095212545624,Iris-setosa
+29,6.202320077853562,3.0541342888576657,4.979171777693019,1.7009206596073814,Iris-virginica
+30,5.1089477161730255,3.0545692748760156,1.5100223820547056,0.261530843196853,Iris-setosa
+31,5.1089477161730255,3.082372282111221,1.5100223820547065,0.26153119323829715,Iris-setosa
+0,5.1089477161730255,3.0542528135371927,1.5100223820547056,0.2615308391674968,Iris-setosa
+1,5.108947737497217,3.0545344116886444,4.89949137575575,1.665730232802076,Iris-versicolor
+2,5.108947716204701,3.0540148418702056,4.899491293817378,1.6654401141777875,Iris-versicolor
+3,6.189373787772708,3.0540875925439193,4.949088461601393,1.694220983684082,Iris-versicolor
+4,5.1089477161730255,3.0546021834295627,1.5100223820547056,0.26153085774007623,Iris-setosa
+5,5.1089477161730255,3.0572281020098617,1.5100223820547056,0.261530905511627,Iris-setosa
+6,6.179410493656366,3.0540875739230287,4.899761138891132,1.669642245745994,Iris-versicolor
+7,5.108947716173108,3.0609899460354844,1.5100223820551475,0.2615337659424679,Iris-setosa
+8,6.179405360341782,3.0548063129656886,4.89961032220553,1.669400996303288,Iris-versicolor
+9,6.20941568340193,3.054132082800941,4.992814717316429,1.7031487930033165,Iris-virginica
+10,5.1089477161730255,3.056536836993998,1.5100223820547056,0.2615308959091929,Iris-setosa
+11,5.1089477161730255,3.0580156039140856,1.5100223820547056,0.26153092768007086,Iris-setosa
+12,5.108947716173026,3.062602451122878,1.5100223820547098,0.2615313400672588,Iris-setosa
+13,6.18710953946518,3.0541273715332298,4.942044379364111,1.6941678383497223,Iris-versicolor
+14,6.179567214162626,3.054181336811305,4.900545799144223,1.6719951266316,Iris-versicolor
+15,5.1089477161730255,3.054327791317539,1.5100223820547056,0.2615308353912885,Iris-setosa
+16,5.1089477161730255,3.0544642276462426,1.5100223820547056,0.2615308430820351,Iris-setosa
+17,6.218048373781853,3.054149863556765,5.008247423696155,1.7050880446879804,Iris-virginica
+18,6.206651359396239,3.0541407877434583,4.987631618926317,1.7017635134846314,Iris-virginica
+19,5.108947716173028,3.0540747822955825,1.5100223820547118,0.2615310375227106,Iris-setosa
+20,5.1089477161733665,3.054100286212023,1.5100223820553096,0.26153214736247277,Iris-setosa
+21,5.108947716173139,3.0540564615716614,1.5100223820549272,0.26153161543658937,Iris-setosa
+22,5.108947716173028,3.0540929937153156,1.5100223820547127,0.26153105319233805,Iris-setosa
+23,5.108947735360671,3.0550944010478007,4.899491354655343,1.665752034325371,Iris-versicolor
diff --git a/iris/lct_gan/3/22/test.csv b/iris/lct_gan/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/train.csv b/iris/lct_gan/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/22/val.csv b/iris/lct_gan/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/synth.csv b/iris/lct_gan/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ede19e0ad0fd1990997efba5d5dcd277b10f2365
--- /dev/null
+++ b/iris/lct_gan/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.208288672006877,3.0540994773572585,4.993064410183849,1.6994070991471801,Iris-virginica
+1,5.1089477161730255,3.0551408645029383,1.5100223820547056,0.2615308572726407,Iris-setosa
+2,6.179590567486311,3.0543920414776267,4.900679603897373,1.6731143503584902,Iris-versicolor
+3,5.10894771748245,3.1214427353754215,1.5100223905530445,0.261782624868472,Iris-setosa
+4,5.1089477161730255,3.055054816040251,1.5100223820547056,0.26153086493958166,Iris-setosa
+5,6.179479947084828,3.0540144150911512,4.902327137851703,1.6761870382889,Iris-versicolor
+6,6.179390573740835,3.0540175553257627,4.899831941130978,1.6693958482466575,Iris-versicolor
+7,5.1089477161730255,3.0551351574672196,1.5100223820547058,0.26153094604341043,Iris-setosa
+8,5.1089477161730255,3.0546074329485515,1.5100223820547056,0.2615308448094962,Iris-setosa
+9,5.1089477161730255,3.0568870150871064,1.5100223820547056,0.26153093178277237,Iris-setosa
+10,6.1884794387949515,3.0541266221319945,4.946016383864055,1.6952264220233506,Iris-versicolor
+11,6.21989077121606,3.054151082071124,5.011518488432611,1.7043150278714445,Iris-virginica
+12,5.1089477161730255,3.0542831648720647,1.510022382054706,0.26153093146582757,Iris-setosa
+13,5.1089477161730255,3.054989080535547,1.5100223820547058,0.2615309428808783,Iris-setosa
+14,6.18576716265203,3.0541342143489483,4.936461283993906,1.6924077258220576,Iris-versicolor
+15,6.179624555353345,3.05416821690026,4.901113375704745,1.6734094425273678,Iris-versicolor
+16,6.1811615927767605,3.0540673803060256,4.917667546465833,1.6854893869784562,Iris-versicolor
+17,6.184658093843492,3.0540368292415057,4.935683320837695,1.6932791996804608,Iris-versicolor
+18,6.179385644453094,3.0543116485837993,4.899550555685185,1.6681001091465224,Iris-versicolor
+19,6.206145481081216,3.0541246849808035,4.987962256081746,1.6995199771097835,Iris-virginica
+20,6.201771060920138,3.0541253949266287,4.979133881958677,1.6992625832505543,Iris-virginica
+21,5.108949181812517,3.0563228340717594,4.899497210808883,1.6673528994974995,Iris-versicolor
+22,5.10894771620354,3.0551266127612084,1.5100223821353338,0.2615450239273346,Iris-setosa
+23,5.1089477161730255,3.054667337957447,1.5100223820547056,0.2615308467172385,Iris-setosa
+24,6.179710723764936,3.05425029855354,4.9017838144048245,1.6749483709205903,Iris-versicolor
+25,5.1089477161730255,3.0543773963389236,1.5100223820547056,0.2615308358627007,Iris-setosa
+26,6.196778929431231,3.0541302720152266,4.96721220911238,1.699206374286201,Iris-virginica
+27,5.108947719041676,3.056739168862673,1.5100223894000246,0.2616382657605598,Iris-setosa
+28,6.221966427852381,3.0541516756505325,5.014963373273322,1.703998795350551,Iris-virginica
+29,5.1089477161730255,3.0541282436776407,1.5100223820547063,0.261530925626652,Iris-setosa
+30,6.218450241427118,3.0541502967864704,5.009200620229883,1.7042276768961349,Iris-virginica
+31,6.209336804623634,3.0541405731095517,4.992458022153572,1.702004261294631,Iris-virginica
+0,5.1089477161730255,3.054297794716608,1.5100223820547056,0.26153085508548657,Iris-setosa
+1,6.198496294868801,3.0541361513114778,4.971763317964558,1.699886702429164,Iris-virginica
+2,5.108947716345072,3.0582451326217837,1.5100223825430488,0.2615734250660758,Iris-setosa
+3,5.1089477161730255,3.055315227680636,1.5100223820547056,0.26153087798161256,Iris-setosa
+4,5.1089477635076355,3.05763152249304,1.5100225171885961,0.2618484105847437,Iris-setosa
+5,5.1089477161730255,3.0553215698264493,1.5100223820547056,0.2615308756035121,Iris-setosa
+6,6.18071478456805,3.054029639398668,4.915392617381896,1.686454236298626,Iris-versicolor
+7,6.179570261399237,3.0542080621223366,4.900540747454451,1.6721630337021176,Iris-versicolor
+8,5.1089477161730255,3.0555085541067464,1.5100223820547056,0.2615308917108017,Iris-setosa
+9,6.187030211006735,3.0541262677502212,4.941194154795657,1.69421907829546,Iris-versicolor
+10,6.1793939444464945,3.0548694563619168,4.89957836003385,1.6689784514986072,Iris-versicolor
+11,6.185456658160904,3.0540935057426433,4.935679052877516,1.692259996213458,Iris-versicolor
+12,5.1089477161730255,3.0546188744387943,1.5100223820547056,0.2615308519437064,Iris-setosa
+13,5.1089477161730255,3.0543809671981395,1.5100223820547056,0.26153083945595296,Iris-setosa
+14,6.179809096635192,3.0540120593338798,4.909760242705168,1.6834070223374191,Iris-versicolor
+15,6.179519313161297,3.0543959309232394,4.900148439544651,1.6713937155091723,Iris-versicolor
+16,5.1089477161730255,3.0562059094178897,1.5100223820547056,0.26153089964084925,Iris-setosa
+17,6.181008485575224,3.0541596053451885,4.916218445789689,1.684131039018644,Iris-versicolor
+18,5.1089477161730255,3.0550927928468115,1.5100223820547056,0.2615308709609185,Iris-setosa
+19,6.212730427064237,3.054140453045369,4.999119204265166,1.7041514580885972,Iris-virginica
+20,5.1089477161730255,3.0557505743191666,1.5100223820547056,0.2615308754931124,Iris-setosa
+21,5.1089477161730255,3.0546196029237573,1.5100223820547056,0.2615308455478634,Iris-setosa
+22,5.1089477161730255,3.06548668005686,1.510022382054706,0.26153105303901586,Iris-setosa
+23,5.1089477161730255,3.054876697442075,1.5100223820547056,0.26153085268009096,Iris-setosa
+24,5.108947716179917,3.0547743907344964,1.5100223820710406,0.2615376804029303,Iris-setosa
+25,5.108947716173029,3.056572174149383,1.5100223820547225,0.2615315315295204,Iris-setosa
+26,5.1089477161730255,3.054223308311444,1.5100223820547056,0.2615308696240096,Iris-setosa
+27,6.179368475094244,3.0540055577219283,4.899523743425964,1.6669636852293943,Iris-versicolor
+28,6.205694428885383,3.0540780625028816,4.99018158286834,1.7004708867503502,Iris-virginica
+29,6.208817969942905,3.0541311507753677,4.9917277225761,1.7030104761450162,Iris-virginica
+30,6.179512809389814,3.054493782955333,4.900229622586338,1.6721187236286974,Iris-versicolor
+31,6.17949003946294,3.0540267991091246,4.901387944292089,1.6732876779170593,Iris-versicolor
+0,5.1089477161730255,3.054376425285574,1.5100223820547056,0.26153084525472986,Iris-setosa
+1,6.2018237550674,3.0541241671804333,4.9786553889050955,1.6996727638285962,Iris-virginica
+2,5.1089477161730255,3.054218561160314,1.5100223820547056,0.26153085130335324,Iris-setosa
+3,6.203706050634224,3.0541313308716416,4.981607310274855,1.7014954311782684,Iris-virginica
+4,6.17943481047805,3.0541252446011407,4.899841083608797,1.6702030870174018,Iris-versicolor
+5,5.1089477161730255,3.0592416441064287,1.5100223820547063,0.2615310644894802,Iris-setosa
+6,6.1822726888061545,3.0541316763611692,4.922188338730537,1.6871870882407902,Iris-versicolor
+7,5.1089477161730255,3.054780549300087,1.5100223820547056,0.26153084976073393,Iris-setosa
+8,6.201291119040595,3.054126226949026,4.976355711905537,1.7003264524200183,Iris-virginica
+9,6.216873700474131,3.0541460487079117,5.007103522820099,1.702326337224809,Iris-virginica
+10,6.179366546177252,3.0540306701602407,4.899491482960359,1.6656887534359015,Iris-versicolor
+11,5.108947860840904,3.0546127594917443,4.899491890555334,1.6660277435645001,Iris-versicolor
+12,5.108947716173811,3.0542098902146,1.510022382056574,0.2615329233138286,Iris-setosa
+13,5.108947716173067,3.0596388507336183,1.5100223820549086,0.261532974880035,Iris-setosa
+14,5.1089509770373684,3.0550594022756936,4.899506927363314,1.6676039954192723,Iris-versicolor
+15,5.1089477161730255,3.054869068574479,1.5100223820547056,0.26153085185510117,Iris-setosa
+16,5.1089477162120165,3.1393609217993763,1.510022382419779,0.2616043237280202,Iris-setosa
+17,5.1089477161730255,3.055412521073432,1.5100223820547056,0.26153086601607295,Iris-setosa
+18,5.108947716173027,3.054113003739518,1.5100223820547098,0.2615310284441596,Iris-setosa
+19,5.1089477161730255,3.0544099780804324,1.5100223820547058,0.2615308965470763,Iris-setosa
+20,6.181365591570483,3.0541649126449077,4.9178037772534005,1.685107377766952,Iris-versicolor
+21,5.1089477161730255,3.054720220331054,1.5100223820547056,0.26153089071731817,Iris-setosa
+22,6.179372115206809,3.0541127544296263,4.899512449250537,1.6671323211967044,Iris-versicolor
+23,6.179549890017038,3.054252964240004,4.900337462009723,1.6717171009861964,Iris-versicolor
+24,5.108947716503695,3.110328479370291,1.5100223843781282,0.26166680389239844,Iris-setosa
+25,6.179366516257112,3.0540117387783283,4.899491447673998,1.6656037575853664,Iris-versicolor
+26,5.1089477161730255,3.054274194193527,1.5100223820547056,0.26153083396828414,Iris-setosa
+27,6.1868828602339825,3.0541331055978533,4.940830630896513,1.6939039485508582,Iris-versicolor
+28,6.212811383434536,3.0541440839744083,4.999341788550346,1.7031040163706959,Iris-virginica
+29,5.108948139469034,3.0552251022176438,4.899492978417709,1.6665185296363367,Iris-versicolor
+30,6.203413899367764,3.05413933274819,4.983181046331733,1.7013844422910283,Iris-virginica
+31,5.1089477161730255,3.0548126191903515,1.5100223820547056,0.261530854483407,Iris-setosa
+0,6.183219902391322,3.054056553066203,4.926757146328941,1.6898235196647071,Iris-versicolor
+1,5.10894772580974,3.0540171589196388,4.89949135756396,1.6655532230478776,Iris-versicolor
+2,5.1089477161746295,3.055211607536806,1.5100223820590537,0.26153622574294483,Iris-setosa
+3,6.179366569704017,3.05401850047746,4.899491651279757,1.6657515788031099,Iris-versicolor
+4,6.202644935158978,3.0540676087310885,4.987494456378945,1.7002699922314801,Iris-virginica
+5,6.179393414639836,3.0543825374404334,4.899588170284261,1.6686890593862531,Iris-versicolor
+6,5.108947716173119,3.144282608065554,1.5100223820560021,0.26153885660613035,Iris-setosa
+7,6.179732161329182,3.0540213172110424,4.907489265001947,1.6818484535963232,Iris-versicolor
+8,5.1089477161730255,3.054523768161108,1.5100223820547056,0.26153084962307044,Iris-setosa
+9,5.1089477161730255,3.0559010563712357,1.5100223820547056,0.26153090446068183,Iris-setosa
+10,5.108947716173029,3.0575286133263853,1.510022382054723,0.26153157480785155,Iris-setosa
+11,5.1089477161730255,3.0551918238372346,1.5100223820547056,0.26153090563672543,Iris-setosa
+12,5.108947716209912,3.054007584059702,4.899491293863839,1.6654396535871052,Iris-versicolor
+13,6.215629557509483,3.0541505011446137,5.004327697800025,1.7038785274817334,Iris-virginica
+14,5.1089477161730255,3.0546268327848445,1.5100223820547056,0.2615308450696346,Iris-setosa
+15,6.179414369590418,3.054050061780325,4.899894309068564,1.6698390582796931,Iris-versicolor
+16,5.1089477161730255,3.0542386910411716,1.5100223820547056,0.26153085447557906,Iris-setosa
+17,6.208285130339971,3.054135243183029,4.990434483740994,1.702596824105512,Iris-virginica
+18,5.108947716224032,3.0543221489549843,1.5100223821529137,0.26154309042849694,Iris-setosa
+19,5.108947716253812,3.0540706592870253,4.899491294067266,1.6654525525596577,Iris-versicolor
+20,5.1089477161730255,3.05832225664058,1.5100223820547056,0.2615309291012522,Iris-setosa
+21,6.186693163534812,3.0541327615547305,4.940287771375343,1.6942113001336874,Iris-versicolor
+22,5.1089477161730255,3.058419176936381,1.5100223820547063,0.26153106336855103,Iris-setosa
+23,6.1804627257727205,3.054202178034083,4.909250731899227,1.680426076095912,Iris-versicolor
diff --git a/iris/lct_gan/3/23/test.csv b/iris/lct_gan/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/train.csv b/iris/lct_gan/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/23/val.csv b/iris/lct_gan/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/synth.csv b/iris/lct_gan/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3d1ed1e870da585f1c6a921d9476b7db04e6823
--- /dev/null
+++ b/iris/lct_gan/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2148953615937295,3.0541439848139205,5.002803107382783,1.7046730941130797,Iris-virginica
+1,5.108949088412728,3.0543239388998913,4.899497397760384,1.6666072558193592,Iris-versicolor
+2,5.1089477161730255,3.0553457723306647,1.5100223820547056,0.2615308642643989,Iris-setosa
+3,5.1089477161730255,3.0545554926247327,1.5100223820547058,0.26153091377136967,Iris-setosa
+4,6.181514022969949,3.054172619480015,4.919238813984571,1.6861030085750592,Iris-versicolor
+5,6.190795074737187,3.0541092209756986,4.953163328631733,1.6957814643391038,Iris-versicolor
+6,6.2087101192138325,3.0541444050134046,4.991116694507064,1.7020607410590796,Iris-virginica
+7,6.202818623244862,3.0541165087055586,4.981945095091069,1.6989233653480804,Iris-virginica
+8,5.1089485009362505,3.0571201592536004,4.899495010117105,1.6671756965203983,Iris-setosa
+9,5.1089477161730255,3.057027005949517,1.5100223820547056,0.2615308913448783,Iris-setosa
+10,5.1089477161730255,3.0577146148563186,1.5100223820547058,0.2615309974828435,Iris-setosa
+11,5.1089477161730255,3.055237474488294,1.5100223820547056,0.2615308682939602,Iris-setosa
+12,5.1089477161730255,3.06452797372196,1.5100223820547063,0.2615310904962542,Iris-setosa
+13,6.186232608795686,3.0541137509397025,4.938644847462892,1.6929089506971904,Iris-versicolor
+14,5.108947716485728,3.0582560385648976,1.5100223829591104,0.2615831298695128,Iris-setosa
+15,5.108947760040486,3.060671009281615,1.510022506535916,0.2619097478822847,Iris-setosa
+16,6.179547370784225,3.0543437191029357,4.90046436259469,1.6725222386092136,Iris-versicolor
+17,6.179370653045743,3.0540134390681426,4.899543289710153,1.6674522023818332,Iris-versicolor
+18,6.179367610774998,3.054025262253629,4.899498564347159,1.6664049254278452,Iris-versicolor
+19,6.228626942410062,3.054156558876918,5.025887737950569,1.7037708403980645,Iris-virginica
+20,6.190104532654764,3.0541178172491885,4.950151042984151,1.6959017876730014,Iris-versicolor
+21,5.108947716173166,3.0560574991207075,1.5100223820551748,0.26153328519556585,Iris-setosa
+22,6.179577344972705,3.0540351187891246,4.902716913223501,1.6754803365005138,Iris-versicolor
+23,5.1089477161730255,3.056612955824289,1.5100223820547058,0.26153095391574566,Iris-setosa
+24,5.1089477161730255,3.0540899534728747,1.510022382054706,0.26153090603273554,Iris-setosa
+25,6.179433250110811,3.0540361603012585,4.900279705604088,1.6714482800970434,Iris-versicolor
+26,6.182978324455051,3.054146388374088,4.926075836055569,1.6890672810347969,Iris-versicolor
+27,6.2058225953966675,3.0541363506260706,4.985670464646709,1.7016240285970046,Iris-virginica
+28,5.1089477161730255,3.057069109160542,1.5100223820547058,0.2615309942435135,Iris-setosa
+29,5.1089477161730255,3.054705069302811,1.5100223820547056,0.26153085779676305,Iris-setosa
+30,5.1089477161730255,3.0552844354060915,1.5100223820547056,0.26153086069282155,Iris-setosa
+31,5.1089477161730255,3.054206972576983,1.5100223820547056,0.2615308350838437,Iris-setosa
+0,5.108947716248924,3.0543305756846673,1.5100223822077752,0.2615456300330792,Iris-setosa
+1,5.108947716173026,3.0540740560808466,1.5100223820547085,0.2615309692151597,Iris-setosa
+2,6.179828670052997,3.054007032275892,4.910116078804245,1.6854544553974922,Iris-versicolor
+3,5.1089477161730255,3.054737432448521,1.5100223820547056,0.2615308475293555,Iris-setosa
+4,5.1089479574518535,3.0544177948297335,4.899492408418091,1.6661544307516156,Iris-versicolor
+5,5.108947716173028,3.0542047370010215,1.510022382054714,0.2615311166453435,Iris-setosa
+6,6.193720225976515,3.054102650385956,4.960874766632291,1.6970021822288095,Iris-virginica
+7,6.181707066648921,3.05416331232997,4.919988002021711,1.6857745443727543,Iris-versicolor
+8,6.210179897036247,3.0541395751782257,4.994459454721117,1.7033056319356028,Iris-virginica
+9,5.108948115026074,3.055894127513293,4.899493070712165,1.6666339809135504,Iris-versicolor
+10,5.108947721315784,3.0562467504582833,1.5100223930752177,0.26163781646858786,Iris-setosa
+11,5.1089477161730255,3.0544922412135036,1.5100223820547056,0.2615308425178332,Iris-setosa
+12,5.1089477161730255,3.0542996772565822,1.5100223820547056,0.2615308819467674,Iris-setosa
+13,5.1089477161730255,3.054377733263219,1.5100223820547056,0.2615308385939373,Iris-setosa
+14,5.1089477161730255,3.055006360722085,1.5100223820547056,0.2615308572762755,Iris-setosa
+15,5.1089477161730255,3.0543249167199007,1.5100223820547056,0.2615308370160895,Iris-setosa
+16,5.1089477161730255,3.055330324927773,1.5100223820547056,0.261530880681979,Iris-setosa
+17,5.108947716201128,3.05402945140691,4.899491293789036,1.6654413005674955,Iris-versicolor
+18,5.1089477161730255,3.0615183986869474,1.5100223820547056,0.2615309558739535,Iris-setosa
+19,6.221124314278416,3.054146175224318,5.014851899781508,1.7022426306315044,Iris-virginica
+20,5.108947716173027,3.054072288649546,1.51002238205471,0.2615310088309753,Iris-setosa
+21,6.183157881041167,3.054142613961684,4.9269205982603355,1.6892192635099532,Iris-versicolor
+22,5.108947716173031,3.0544994498941924,1.5100223820547227,0.2615313326083898,Iris-setosa
+23,5.1089477161730255,3.0573768542120026,1.5100223820547056,0.26153089789125467,Iris-setosa
+24,6.179417436598577,3.0543513187405753,4.899679091839111,1.6694742848417226,Iris-versicolor
+25,5.108947716260294,3.054010576526761,4.899491294161281,1.6654446781432861,Iris-versicolor
+26,6.179488044279616,3.054183902029228,4.900099189551042,1.6710309902008378,Iris-versicolor
+27,5.108947756581463,3.0561517948582533,1.5100224683514036,0.26178202491019953,Iris-setosa
+28,6.179376173026159,3.054020588854998,4.899584394719956,1.6681340531635849,Iris-versicolor
+29,5.10894775101359,3.0755359908609337,1.5100225254178017,0.26203079943972507,Iris-setosa
+30,5.108947716173026,3.054477831851374,1.5100223820547074,0.2615310246162552,Iris-setosa
+31,5.108947716173026,3.0848876400681977,1.510022382054713,0.26153164005774376,Iris-setosa
+0,5.1089477161730255,3.0548072953638843,1.5100223820547056,0.2615308726831837,Iris-setosa
+1,6.20427349817913,3.0541323862063754,4.98254826886269,1.7015098031592282,Iris-virginica
+2,5.1089477161730255,3.054753074650707,1.5100223820547056,0.26153086949231963,Iris-setosa
+3,6.17936949297472,3.0540027306756365,4.899579657667667,1.6680515048116518,Iris-versicolor
+4,6.186467249805636,3.0541311181369273,4.938985433811942,1.6930504323276883,Iris-versicolor
+5,5.1089477161730255,3.0546689628109585,1.510022382054706,0.26153094919380754,Iris-setosa
+6,5.1089477161730255,3.0549202175764765,1.5100223820547056,0.26153086561212097,Iris-setosa
+7,6.179431449876032,3.054015905491896,4.9008103623548624,1.6732159264954307,Iris-versicolor
+8,5.108947716310394,3.0540184993832233,4.899491294335618,1.6654513157485982,Iris-versicolor
+9,5.1089477161730255,3.0547485520067696,1.5100223820547056,0.26153084815998356,Iris-setosa
+10,5.108948494258317,3.0562519607356786,4.899494486052597,1.667017721165724,Iris-versicolor
+11,5.108947850520275,3.0558442749931665,4.899491784964056,1.6661811615044686,Iris-setosa
+12,6.230736392683837,3.054150300786094,5.0294260739223065,1.7028790141180432,Iris-virginica
+13,6.1870720737884355,3.0541274146486725,4.940854816004197,1.6935578986556192,Iris-versicolor
+14,6.200501409587625,3.054134311396427,4.975682255929579,1.7008282058447346,Iris-virginica
+15,5.108947716205595,3.057304064477496,1.5100223821843646,0.26155117630865027,Iris-setosa
+16,5.108947716221213,3.0540550727399833,4.89949129388535,1.6654458390642377,Iris-versicolor
+17,6.215155473323904,3.0541481662069256,5.003790553906113,1.7031437587316658,Iris-virginica
+18,5.1089477161730255,3.0544710217244053,1.5100223820547058,0.26153090606115303,Iris-setosa
+19,5.1089477161730255,3.058302577887116,1.5100223820547056,0.26153093272352296,Iris-setosa
+20,5.1089477161730255,3.054217699631257,1.510022382054706,0.2615309250784819,Iris-setosa
+21,6.179505572567792,3.0541124301833844,4.900416959900879,1.6719743439477823,Iris-versicolor
+22,5.1089477161730255,3.0544431634129867,1.5100223820547056,0.2615308394669086,Iris-setosa
+23,6.180809798410388,3.054193830869246,4.914508421101094,1.6835560635320226,Iris-versicolor
+24,5.1089477161730255,3.056418353744538,1.5100223820547056,0.26153089495292325,Iris-setosa
+25,6.180940855249542,3.0542103295946705,4.915228388462879,1.68444927154506,Iris-versicolor
+26,5.1089477161730255,3.0564386814935833,1.5100223820547058,0.26153093818504464,Iris-setosa
+27,6.179484893860583,3.0540133443569224,4.902593493937831,1.6755889713845162,Iris-versicolor
+28,5.1089477161730255,3.058546671061857,1.5100223820547056,0.26153091457670996,Iris-setosa
+29,5.1089477161730255,3.069826042007339,1.5100223820547058,0.26153103262834204,Iris-setosa
+30,5.108947716282396,3.0546146492260102,1.5100223822823529,0.26155173654098096,Iris-setosa
+31,5.1089477161730255,3.054533594557929,1.5100223820547056,0.2615308434777604,Iris-setosa
+0,5.1089477161730255,3.0544252858989647,1.5100223820547056,0.2615308393976681,Iris-setosa
+1,5.1089477161730255,3.054305952465293,1.5100223820547058,0.261530898413873,Iris-setosa
+2,5.108947716173026,3.055100696103702,1.5100223820547083,0.26153111430492415,Iris-setosa
+3,5.108947721621338,3.054071322193248,4.899491320948841,1.665552560359975,Iris-versicolor
+4,6.191203166095144,3.0541135554109173,4.952861638564468,1.6960486265776733,Iris-versicolor
+5,6.216628455378818,3.0541460137552234,5.005540142429238,1.7027373041019227,Iris-virginica
+6,6.196931707738798,3.0541323465748813,4.967721025006856,1.6994094776203061,Iris-virginica
+7,5.1089477161730255,3.0544031295922913,1.5100223820547056,0.26153083971842433,Iris-setosa
+8,5.1089477161730406,3.1308802749721854,1.510022382054931,0.26153470755798724,Iris-setosa
+9,6.182091782656709,3.0541651833490144,4.921949323580343,1.6868921869370401,Iris-versicolor
+10,5.1089477161730255,3.0542165720391665,1.5100223820547056,0.2615308315663695,Iris-setosa
+11,5.1089477161730255,3.054748023402384,1.5100223820547056,0.2615308507840678,Iris-setosa
+12,6.215052865377338,3.0541454815788467,5.00375829250455,1.703629678507438,Iris-virginica
+13,5.1089477161730255,3.0571094400602226,1.5100223820547056,0.2615309036664396,Iris-setosa
+14,5.1089477161730255,3.054547615730143,1.5100223820547056,0.26153084264299425,Iris-setosa
+15,5.1089477161730255,3.0550079677156403,1.5100223820547056,0.2615308668453755,Iris-setosa
+16,6.190214232301284,3.0541206154892264,4.951072687879656,1.6963200694153393,Iris-versicolor
+17,6.1800054235892805,3.0541311246394605,4.905272213288265,1.6773587576746203,Iris-versicolor
+18,5.108947949374175,3.067216739273528,1.5100232898815422,0.26237388768971065,Iris-setosa
+19,6.1793665635318495,3.054007741743775,4.899491797158161,1.6657237978587351,Iris-versicolor
+20,5.108947716173089,3.0725639010057515,1.5100223820551355,0.26153435912029016,Iris-setosa
+21,6.17957658066896,3.05441898395063,4.900495251467942,1.6729132568178633,Iris-versicolor
+22,5.1089477161730255,3.0547770453276635,1.5100223820547056,0.26153087249941587,Iris-setosa
+23,6.1815972071742245,3.0540397957518852,4.92207127624325,1.6899507940781586,Iris-versicolor
diff --git a/iris/lct_gan/3/24/test.csv b/iris/lct_gan/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/train.csv b/iris/lct_gan/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/24/val.csv b/iris/lct_gan/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/synth.csv b/iris/lct_gan/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..932cd1b3701ea670c9f23275571ef9128231de9b
--- /dev/null
+++ b/iris/lct_gan/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.181089939033812,3.054148984545075,4.916562241707328,1.6842530328302376,Iris-versicolor
+1,6.179880344663814,3.0541739849868423,4.9031632023288285,1.6756105750330805,Iris-versicolor
+2,5.1089477161730255,3.0544539503735773,1.5100223820547056,0.26153084091256495,Iris-setosa
+3,5.1089477161730255,3.0550171805349327,1.5100223820547056,0.26153085856846153,Iris-setosa
+4,5.108947729771839,3.0590713428361154,1.5100224197756553,0.26175342430896004,Iris-setosa
+5,5.1089477161730255,3.0550677706963936,1.5100223820547056,0.261530861334522,Iris-setosa
+6,5.1089477161730255,3.0542827455907333,1.5100223820547056,0.2615308680092841,Iris-setosa
+7,6.214169802325541,3.054146464593336,5.0017320651207235,1.7035746343097595,Iris-virginica
+8,5.1089477161730255,3.0560884452424215,1.5100223820547056,0.26153089592587986,Iris-setosa
+9,6.182896069241159,3.05412932834295,4.925607293758963,1.6890828226764092,Iris-versicolor
+10,5.1089477161730255,3.0540491229409272,1.510022382054706,0.26153089885367725,Iris-setosa
+11,6.179369755060399,3.0540117058113023,4.8995290024984905,1.6672319116022236,Iris-versicolor
+12,5.1089477161730255,3.0542854509967325,1.5100223820547056,0.2615308326923834,Iris-setosa
+13,5.1089477161730255,3.057410167708607,1.5100223820547056,0.2615308986797712,Iris-setosa
+14,6.179421862925117,3.054076374208795,4.899862693112925,1.6700951845987175,Iris-versicolor
+15,5.1089477161730255,3.056738672204969,1.5100223820547056,0.26153089816853015,Iris-setosa
+16,5.1089477161730255,3.058000434120311,1.5100223820547058,0.2615309675691568,Iris-setosa
+17,6.213778799510406,3.054125206504094,5.0038841863863635,1.7012273945490297,Iris-virginica
+18,5.108947716173029,3.054062290627354,1.5100223820547134,0.2615310509399285,Iris-setosa
+19,5.1089477161730255,3.0542934196814335,1.5100223820547056,0.2615308395402283,Iris-setosa
+20,5.108947716173798,3.054150880077538,1.5100223820562761,0.26153283035847197,Iris-setosa
+21,5.1089477161730255,3.0542645942911335,1.5100223820547058,0.26153090967662135,Iris-setosa
+22,5.1089477161730255,3.0545567619393466,1.5100223820547056,0.2615308440079616,Iris-setosa
+23,5.108947716173026,3.054134356750653,1.5100223820547072,0.2615309763236529,Iris-setosa
+24,5.108947716174282,3.056882884054146,1.5100223820597178,0.2615363875133447,Iris-setosa
+25,6.197028753595094,3.054128558855553,4.9676963927795335,1.6993607336031573,Iris-virginica
+26,5.1089477161730255,3.0565214408064163,1.5100223820547056,0.26153089370932264,Iris-setosa
+27,5.108947716286049,3.054721475408013,1.510022382312797,0.2615515023361499,Iris-setosa
+28,5.108947716173086,3.1137476352149136,1.5100223820555079,0.2615368390623067,Iris-setosa
+29,6.1804241701445,3.0542162422840082,4.908042738142772,1.6798274822732706,Iris-versicolor
+30,5.1089477161730255,3.054048053635809,1.510022382054706,0.26153089170698457,Iris-setosa
+31,6.180340566500194,3.054165430835178,4.907923934859272,1.6796939093106151,Iris-versicolor
+0,5.1089477161730255,3.056321470677941,1.5100223820547058,0.26153097553634985,Iris-setosa
+1,5.108947716173033,3.0540865226696723,1.5100223820547243,0.26153112787968014,Iris-setosa
+2,5.1089477161730255,3.059536330360595,1.5100223820547058,0.2615310076579284,Iris-setosa
+3,6.202708693529428,3.0541388609309177,4.980513355476388,1.701087478991372,Iris-virginica
+4,5.10894771617304,3.0543232770501723,1.510022382054746,0.26153139166459455,Iris-setosa
+5,5.1089477161730255,3.0545697950786757,1.5100223820547065,0.26153098693756793,Iris-setosa
+6,5.108947716188332,3.0595012950636202,1.5100223821234067,0.26155202743673495,Iris-setosa
+7,5.108947716173026,3.0542113132380315,1.5100223820547078,0.26153100640657967,Iris-setosa
+8,5.108954587016,3.055825494369092,4.899529901146917,1.6688360881364737,Iris-versicolor
+9,5.1089477161730255,3.0553756177759968,1.5100223820547056,0.2615308704135118,Iris-setosa
+10,6.179416886622762,3.0540220570439947,4.9002256446285815,1.671139134463583,Iris-versicolor
+11,6.181001459410051,3.054070764616744,4.917205623415895,1.6852475021343218,Iris-versicolor
+12,5.1089477161730255,3.0565318653859856,1.5100223820547056,0.2615309111006855,Iris-setosa
+13,5.1089477161730255,3.055247050141395,1.5100223820547056,0.261530911666175,Iris-setosa
+14,5.108947716203577,3.054107513614222,4.899491293774911,1.6654439604140663,Iris-versicolor
+15,6.188763552987378,3.0541072510602922,4.946422043317324,1.6949203689759182,Iris-versicolor
+16,5.1089477161730255,3.0555439580734594,1.5100223820547056,0.2615308694707672,Iris-setosa
+17,5.1089477161730255,3.055033350285,1.5100223820547056,0.2615308662309758,Iris-setosa
+18,5.1089477161730255,3.0545079351340974,1.5100223820547056,0.2615308471787005,Iris-setosa
+19,6.201096851639016,3.0541359099002143,4.977528015822086,1.7002670721581636,Iris-virginica
+20,5.1089477168530655,3.0540125216858467,4.899491297429415,1.665465985666377,Iris-versicolor
+21,6.182213608503606,3.0541759723848814,4.9229902931383664,1.687489480592959,Iris-versicolor
+22,5.108947903054299,3.054190233848968,4.899492133272315,1.6659784939892668,Iris-versicolor
+23,5.1089477161730255,3.054302857259467,1.5100223820547056,0.2615308377454438,Iris-setosa
+24,6.220609503712133,3.0541531149240084,5.0126194533165895,1.7040520940295434,Iris-virginica
+25,6.179370530015861,3.054075382956086,4.899508118137822,1.6669173795346395,Iris-versicolor
+26,6.179366543285364,3.0540242018030237,4.899491494199612,1.665645815613416,Iris-versicolor
+27,5.1089477161730255,3.054840548539116,1.5100223820547056,0.2615308544723288,Iris-setosa
+28,5.1089477161730255,3.054169402637827,1.5100223820547056,0.261530864991688,Iris-setosa
+29,6.210252314363975,3.0541409683050973,4.9945808899133946,1.7025661845429254,Iris-virginica
+30,5.1089477161730255,3.055127889722902,1.5100223820547063,0.26153098176227196,Iris-setosa
+31,6.181983857678124,3.0540431127670447,4.9227170639557425,1.6878450900578261,Iris-versicolor
+0,6.182182706588378,3.054097457163561,4.922930540132496,1.6875574677301308,Iris-versicolor
+1,5.108947716173029,3.054054588131461,1.5100223820547132,0.2615310289710792,Iris-setosa
+2,5.1089477161730255,3.059396710381551,1.5100223820547058,0.2615309734550263,Iris-setosa
+3,5.1089477161730255,3.054308112966553,1.5100223820547056,0.2615308542671767,Iris-setosa
+4,6.179403543883986,3.0540575281569096,4.899748509056017,1.6695798034854719,Iris-versicolor
+5,5.108947716173057,3.098728616093934,1.5100223820550793,0.2615350706777874,Iris-setosa
+6,5.1089477161730255,3.054879725585024,1.5100223820547056,0.2615308524149476,Iris-setosa
+7,5.1089477161730255,3.0547615542056117,1.5100223820547056,0.2615308500977499,Iris-setosa
+8,6.1793665172544525,3.054005642691926,4.899491484577162,1.6656316776002718,Iris-versicolor
+9,5.108947716173037,3.0563711849469155,1.510022382054755,0.26153187849689236,Iris-setosa
+10,5.1089477161730255,3.0546434117039865,1.5100223820547056,0.2615308546142823,Iris-setosa
+11,6.179949980946406,3.054099013136756,4.905114482455874,1.6771780818086464,Iris-versicolor
+12,5.1089477161730255,3.065833206266924,1.510022382054706,0.2615310855409943,Iris-setosa
+13,6.191932127594533,3.0541195952329554,4.955763488788207,1.69704246618997,Iris-versicolor
+14,5.1089477161730255,3.0561266824521707,1.5100223820547056,0.26153091130167017,Iris-setosa
+15,5.1089477161730255,3.0701089099010375,1.510022382054706,0.26153109290048193,Iris-setosa
+16,5.108951938997644,3.054797694052818,4.8995130572537935,1.6677690099450977,Iris-versicolor
+17,5.1089477161730255,3.0551885559180882,1.5100223820547056,0.26153088457970786,Iris-setosa
+18,6.179423311427883,3.054083441173249,4.8998397333582995,1.669909292568258,Iris-versicolor
+19,6.183474775173472,3.054153088926453,4.928092151766304,1.6901242154379656,Iris-versicolor
+20,5.108947716185517,3.05401164232985,4.89949129373132,1.6654360280481884,Iris-versicolor
+21,5.1089477161730255,3.0545887177271323,1.5100223820547056,0.26153084626574075,Iris-setosa
+22,5.1089477161730255,3.0547204057224273,1.5100223820547056,0.26153085890784755,Iris-setosa
+23,6.185980113043716,3.054128848249726,4.937518396759555,1.6929412313736074,Iris-versicolor
+24,5.1089477161730255,3.0545953784844975,1.5100223820547056,0.2615308505835132,Iris-setosa
+25,5.1089477161730255,3.054965929907271,1.5100223820547056,0.2615308558980081,Iris-setosa
+26,5.108947716173191,3.054874583225771,1.5100223820551992,0.2615329749338163,Iris-setosa
+27,6.187192677307083,3.054129276674852,4.941624646585737,1.6940390810610502,Iris-versicolor
+28,5.1089477161730255,3.0564927626475558,1.5100223820547056,0.2615308968535782,Iris-setosa
+29,5.1089477161730255,3.056981834649613,1.5100223820547056,0.26153089539746754,Iris-setosa
+30,5.1089477161730255,3.062220048839548,1.5100223820547058,0.2615310137907018,Iris-setosa
+31,5.1089477161730255,3.0544085179409937,1.5100223820547056,0.26153083705032665,Iris-setosa
+0,5.1089477161730255,3.0554767722397145,1.5100223820547056,0.26153088114612727,Iris-setosa
+1,6.179400925335914,3.054070495736365,4.8997282179978745,1.669472078881308,Iris-versicolor
+2,5.108947716173177,3.054011842406163,4.899491293665269,1.6654290496593591,Iris-versicolor
+3,5.108947716173029,3.054335004677033,1.5100223820547143,0.26153116464247933,Iris-setosa
+4,6.222177419172413,3.0541514491686828,5.0151830559709225,1.7033992504649247,Iris-virginica
+5,5.1089477161730255,3.0552503446240817,1.5100223820547056,0.26153087602717634,Iris-setosa
+6,6.1793664920484135,3.054005717046177,4.899491312031637,1.6654937185631065,Iris-versicolor
+7,5.1089477161868215,3.0581955022694474,1.5100223821040946,0.26154803197366544,Iris-setosa
+8,5.108947729834285,3.0579357446556172,1.510022422248062,0.26175324716842147,Iris-setosa
+9,6.19017485705256,3.0541032458960005,4.95063412604912,1.6960045318392687,Iris-versicolor
+10,5.1089477161730255,3.0562898552355127,1.5100223820547056,0.2615309017560254,Iris-setosa
+11,6.184938420264993,3.0541110092100743,4.934590094562834,1.6913717539563844,Iris-versicolor
+12,6.179655528424356,3.0543390756904794,4.901219999668179,1.6742332955364871,Iris-versicolor
+13,5.1089477161730255,3.0542074379043,1.5100223820547056,0.2615308426175336,Iris-setosa
+14,6.19022381362575,3.054109257010046,4.952066209601983,1.695464899027732,Iris-versicolor
+15,5.1089477161730255,3.060225467878385,1.5100223820547058,0.2615309729878813,Iris-setosa
+16,5.108947716174814,3.054128477718528,1.510022382057917,0.2615333579094773,Iris-setosa
+17,6.179376540759236,3.0545273602761873,4.89952040320117,1.6678098754739326,Iris-versicolor
+18,6.209331539531415,3.0541416319156567,4.992329026574691,1.702789229204528,Iris-virginica
+19,5.1089477161730255,3.0554095951598637,1.5100223820547056,0.2615308635102876,Iris-setosa
+20,6.193923940147104,3.05412160676709,4.960585852305168,1.6976855837897211,Iris-virginica
+21,5.1089477161730255,3.054311991671037,1.5100223820547056,0.2615308349571273,Iris-setosa
+22,5.1089477161730255,3.054254713232786,1.5100223820547056,0.2615308422270583,Iris-setosa
+23,6.1793664984453835,3.054003869963561,4.899491369416391,1.6655581361680925,Iris-versicolor
diff --git a/iris/lct_gan/3/25/test.csv b/iris/lct_gan/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/train.csv b/iris/lct_gan/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/25/val.csv b/iris/lct_gan/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/synth.csv b/iris/lct_gan/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b307a8446297186289f357e551eeb47aa9356c5
--- /dev/null
+++ b/iris/lct_gan/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0545179349485743,1.5100223820547056,0.261530841880021,Iris-setosa
+1,6.183513688890012,3.0541536616776312,4.928860034407043,1.6900061857482485,Iris-versicolor
+2,6.201769924519143,3.0541366610874454,4.978981117124641,1.7003182076990453,Iris-virginica
+3,6.180575269559032,3.0541839360637635,4.911367010116134,1.6817131807921057,Iris-versicolor
+4,5.108947721993158,3.05409078109317,4.899491316751799,1.665563921219243,Iris-versicolor
+5,6.181173669477462,3.0541705994938453,4.917615055245689,1.6849628488197192,Iris-versicolor
+6,6.208463080975355,3.0541385814226074,4.990852931441249,1.7023688169505973,Iris-virginica
+7,5.1089477161730255,3.05443845839626,1.5100223820547056,0.2615308465531629,Iris-setosa
+8,5.1089477161730255,3.064729946781605,1.5100223820547058,0.2615309888746848,Iris-setosa
+9,6.187889702452608,3.0541233908509127,4.943528775914606,1.6944913889984914,Iris-versicolor
+10,5.1089477161730255,3.054541539219731,1.5100223820547058,0.26153089938556484,Iris-setosa
+11,5.1089477161730255,3.081985813191391,1.5100223820547063,0.2615311804631045,Iris-setosa
+12,5.1089477161730255,3.0567697885748264,1.5100223820547056,0.26153088902813065,Iris-setosa
+13,6.179462350320649,3.054173788338666,4.899950285569675,1.6703564858912492,Iris-versicolor
+14,5.1089477161730255,3.054739085525793,1.5100223820547056,0.26153085125061454,Iris-setosa
+15,5.1089477161730255,3.054553390935553,1.5100223820547056,0.2615308415792362,Iris-setosa
+16,5.1089477161730255,3.0546571185912867,1.5100223820547056,0.26153085672458454,Iris-setosa
+17,6.208190459073731,3.0541435062677214,4.991565008548444,1.7016872294240588,Iris-virginica
+18,6.211119465013122,3.0541396229598963,4.995925012839317,1.703303981033817,Iris-virginica
+19,5.108947716173859,3.0545078639458225,1.510022382056912,0.26153375870569734,Iris-setosa
+20,5.1089477161730255,3.0549133347016313,1.5100223820547056,0.2615308543839316,Iris-setosa
+21,5.1089477161730255,3.0555277283541877,1.5100223820547056,0.26153089056658246,Iris-setosa
+22,6.207377147338984,3.054136672155587,4.988843419453115,1.702297635677362,Iris-virginica
+23,5.1089477161730255,3.061614115976365,1.5100223820547058,0.2615309848749083,Iris-setosa
+24,5.108947716478966,3.054021207370741,4.89949129488734,1.665460377961378,Iris-versicolor
+25,6.179366708430735,3.0540069231713707,4.899493134940078,1.6659522048669155,Iris-versicolor
+26,5.108947716928114,3.0540170152256025,4.899491297561749,1.665471512776868,Iris-versicolor
+27,6.227178924923764,3.0541551035043266,5.023279435839291,1.7038856857396734,Iris-virginica
+28,6.179645620232096,3.0542716951832154,4.901105823916596,1.6740135942772656,Iris-versicolor
+29,5.108947716173037,3.0622916512643084,1.510022382054791,0.26153242928660014,Iris-setosa
+30,5.1089477161730255,3.0542397551675315,1.5100223820547056,0.26153087969521815,Iris-setosa
+31,6.212787171818727,3.054144166432064,4.999002521673235,1.703854416485299,Iris-virginica
+0,6.2004200697691365,3.054135208507044,4.975280686213977,1.7006091938206953,Iris-virginica
+1,5.1089477161730255,3.054918838787879,1.510022382054706,0.26153096505908713,Iris-setosa
+2,5.1089477161730255,3.055091433477772,1.5100223820547056,0.2615308793877534,Iris-setosa
+3,5.108947821683341,3.0561423038261264,4.899491744440527,1.6662406641667427,Iris-setosa
+4,5.1089477161730255,3.0544585084858777,1.5100223820547056,0.26153084443308144,Iris-setosa
+5,5.1089477161730255,3.060288057213501,1.5100223820547056,0.2615309332331916,Iris-setosa
+6,6.179473535983622,3.0543003369178274,4.899970828889864,1.6706418663693605,Iris-versicolor
+7,6.185512948354996,3.0541357911189304,4.935682026379443,1.692240788982604,Iris-versicolor
+8,5.108947716257127,3.097557878777168,1.510022382630413,0.2616081432406668,Iris-setosa
+9,5.108947716173029,3.0880796728154105,1.5100223820547434,0.2615323686612587,Iris-setosa
+10,5.1089477161730255,3.054857660137732,1.5100223820547063,0.2615309860836992,Iris-setosa
+11,5.10895277972496,3.0550371876097273,4.899515627112325,1.667960806763478,Iris-versicolor
+12,6.180199518831337,3.0540738401514638,4.911278092715702,1.6825842027732416,Iris-versicolor
+13,6.187169939526675,3.0540874915219716,4.942196587643633,1.6926930789754606,Iris-versicolor
+14,5.1089477161730255,3.055347318449441,1.5100223820547065,0.26153102661356836,Iris-setosa
+15,5.108947716174132,3.0540067216140647,4.899491293670355,1.665430643881233,Iris-versicolor
+16,6.206106241085125,3.0541002479640467,4.9889927949326935,1.699334857512126,Iris-virginica
+17,6.179366489249855,3.0540030980422346,4.899491296777614,1.6654652662899,Iris-versicolor
+18,6.181655696792268,3.05417277854682,4.920045050422779,1.6861780626159222,Iris-versicolor
+19,5.108947989993186,3.055634808600352,4.899492497886216,1.6664349259185203,Iris-versicolor
+20,5.10894771617738,3.060493454957427,1.5100223820750975,0.2615434522776008,Iris-setosa
+21,6.182276881114919,3.0541213438106825,4.922617289052216,1.6872196756064717,Iris-versicolor
+22,6.195754132774057,3.054132062651892,4.965803513355959,1.6993159210813675,Iris-virginica
+23,5.1089477161730255,3.05433954835044,1.5100223820547056,0.2615308415814495,Iris-setosa
+24,5.1089477161730255,3.0545566493964693,1.5100223820547056,0.26153084523105247,Iris-setosa
+25,5.1089477161730255,3.0544538045256555,1.5100223820547056,0.2615308531765507,Iris-setosa
+26,5.108947716173026,3.0541029238570983,1.5100223820547087,0.26153100175566246,Iris-setosa
+27,5.1089477161730255,3.0563917493529544,1.5100223820547067,0.2615310745617997,Iris-setosa
+28,5.1089477161730255,3.054372886725208,1.5100223820547056,0.26153083517942793,Iris-setosa
+29,5.10894772044186,3.054195336966628,4.89949130767944,1.6655690226428939,Iris-versicolor
+30,5.108947716176965,3.1006589386442123,1.5100223820840148,0.26155543567839407,Iris-setosa
+31,5.108947716338495,3.054929782664533,1.5100223824097292,0.2615593351008854,Iris-setosa
+0,5.1089477161730255,3.054389886133115,1.5100223820547056,0.26153083568874336,Iris-setosa
+1,5.108947716173026,3.0543968705078504,1.5100223820547072,0.26153100373134913,Iris-setosa
+2,6.179707148785968,3.0540812989910213,4.902988119424267,1.6756986625520227,Iris-versicolor
+3,5.108947716173669,3.0541936887945544,1.5100223820562642,0.2615328836243487,Iris-setosa
+4,5.1089477161730255,3.054415983151021,1.5100223820547056,0.26153083751849143,Iris-setosa
+5,5.1089477161730255,3.0554400747090953,1.5100223820547056,0.26153086864177233,Iris-setosa
+6,5.1089477161743115,3.054008386110861,4.899491293671062,1.6654308595091782,Iris-versicolor
+7,5.108947716173026,3.054226190505852,1.510022382054708,0.2615310187728296,Iris-setosa
+8,5.108947716173026,3.0592187733008984,1.510022382054711,0.26153133397694067,Iris-setosa
+9,5.1089477161730255,3.0547578029105313,1.5100223820547056,0.2615308501869106,Iris-setosa
+10,5.1089477161730255,3.055263465805447,1.5100223820547056,0.26153086635662687,Iris-setosa
+11,5.1089477161730255,3.0543488210383165,1.5100223820547056,0.2615308475252564,Iris-setosa
+12,5.1089477161730255,3.0544475842300205,1.5100223820547056,0.2615308382058063,Iris-setosa
+13,6.1794544230195525,3.0540835047773314,4.900118514333425,1.671033875200648,Iris-versicolor
+14,5.1089477161730255,3.064212778804941,1.5100223820547058,0.2615309907356305,Iris-setosa
+15,5.1089477161730255,3.0547039504143045,1.5100223820547058,0.2615309236669516,Iris-setosa
+16,5.1089477161730255,3.054573497170835,1.5100223820547056,0.2615308434051187,Iris-setosa
+17,5.1089477161730255,3.0560141379650685,1.5100223820547056,0.26153088434497884,Iris-setosa
+18,6.17949886397833,3.054280270754249,4.900143849044715,1.6712039992430299,Iris-versicolor
+19,5.1089477161730255,3.0571734459162374,1.5100223820547056,0.2615309080181416,Iris-setosa
+20,6.190166730042497,3.0540998673520354,4.950573602309047,1.6955060475916062,Iris-versicolor
+21,6.1806626138275655,3.054076514245942,4.914522778956878,1.6840812166950916,Iris-versicolor
+22,5.108947716173028,3.0542565631217418,1.5100223820547112,0.26153110120950507,Iris-setosa
+23,5.1089477161730255,3.054809562119304,1.5100223820547056,0.2615308692859625,Iris-setosa
+24,5.108947716173027,3.0540365080484353,1.5100223820547098,0.26153097546256016,Iris-setosa
+25,6.218159994852387,3.0541488067756264,5.008353106519652,1.70302474372112,Iris-virginica
+26,5.1089477161730255,3.0566283367177114,1.5100223820547056,0.2615308863185177,Iris-setosa
+27,6.182792375439041,3.0541562298638283,4.925196211025891,1.6885173480316846,Iris-versicolor
+28,6.207644757921371,3.0541340568794775,4.989201440341331,1.7025802008948445,Iris-virginica
+29,5.1089477161730725,3.0540171596711403,4.899491293664737,1.6654284722425845,Iris-versicolor
+30,5.1089477161730255,3.0543642808174036,1.5100223820547056,0.26153084127300485,Iris-setosa
+31,6.180560031938047,3.0542122854988154,4.9111132916086175,1.6822589424949554,Iris-versicolor
+0,5.1089477161730255,3.0551242707424247,1.510022382054706,0.26153095589180836,Iris-setosa
+1,6.236542601409512,3.054131710131579,5.039935824246684,1.7025086117901405,Iris-virginica
+2,5.108947716173065,3.0542206670252012,1.5100223820547922,0.2615315460324134,Iris-setosa
+3,6.182039345768324,3.054161729724058,4.921604986741744,1.686587381853902,Iris-versicolor
+4,5.1089477161730255,3.054684395724647,1.5100223820547056,0.2615308462578701,Iris-setosa
+5,6.179444402091345,3.0540357439033037,4.900438243127855,1.6716128029820332,Iris-versicolor
+6,6.225806434181415,3.0541501747098985,5.021041799034521,1.7030936117742643,Iris-virginica
+7,5.1089477161730255,3.0608680982721865,1.5100223820547058,0.2615309752398123,Iris-setosa
+8,5.108947716305402,3.0540064365991966,4.8994912943289926,1.665447765930922,Iris-versicolor
+9,6.181173361150259,3.0541753972565684,4.917224540015959,1.6855259139961263,Iris-versicolor
+10,6.196754519816721,3.0541316042924738,4.967825938659508,1.6991135126920853,Iris-virginica
+11,6.179971533044012,3.0540454310427774,4.909273438854402,1.6823814452802222,Iris-versicolor
+12,5.1089477161730255,3.0544770643763663,1.5100223820547056,0.261530880628927,Iris-setosa
+13,5.1089477161730255,3.0550049240772927,1.5100223820547056,0.2615308850133307,Iris-setosa
+14,5.108947718865608,3.054012883594428,4.899491310135166,1.6655045680208298,Iris-versicolor
+15,6.181867747997952,3.0541583489098665,4.920667184568415,1.6867504655016383,Iris-versicolor
+16,5.1089477161730255,3.0545232784964576,1.5100223820547056,0.26153084514153285,Iris-setosa
+17,6.18880012209254,3.054081617627728,4.947293629573653,1.6949121699320697,Iris-versicolor
+18,6.182801219148628,3.0540830605863922,4.9250553214393,1.6882961565562762,Iris-versicolor
+19,6.210735567841512,3.054143715933542,4.995475335552048,1.70322166759281,Iris-virginica
+20,5.1089477161730255,3.0540593555888575,1.5100223820547065,0.26153092161889946,Iris-setosa
+21,6.179366861464506,3.0540793217869924,4.899492454793276,1.6658952457985332,Iris-versicolor
+22,6.223285238637034,3.054149908734907,5.018484499829068,1.7028792033518447,Iris-virginica
+23,6.184390732502426,3.0540879125452776,4.931523332233779,1.6902942305893456,Iris-versicolor
diff --git a/iris/lct_gan/3/26/test.csv b/iris/lct_gan/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/train.csv b/iris/lct_gan/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/26/val.csv b/iris/lct_gan/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/synth.csv b/iris/lct_gan/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10da87b7131aa742923db124dcb4e1f9a83d1876
--- /dev/null
+++ b/iris/lct_gan/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2058066969375885,3.054115429247307,4.990076150181703,1.700294762283568,Iris-virginica
+1,5.108947716174749,3.0542191053607173,1.5100223820582241,0.261533996304582,Iris-setosa
+2,6.223682212089056,3.054136931766397,5.020115229569576,1.701504318641636,Iris-virginica
+3,5.1089477161730255,3.0543711967708993,1.5100223820547056,0.2615308399363524,Iris-setosa
+4,6.190559224819675,3.054075577887443,4.953170357477509,1.695124950291266,Iris-virginica
+5,6.18759000283426,3.054127172356989,4.94276563024066,1.6941798938479393,Iris-versicolor
+6,6.181997665298807,3.054098188057102,4.922279396364481,1.6873140836975171,Iris-versicolor
+7,6.204645769201661,3.054136267187375,4.98338346958597,1.701683151109371,Iris-virginica
+8,6.18053363475471,3.054113126658778,4.913392060293361,1.6832255846422617,Iris-versicolor
+9,6.214548244772374,3.054108088478409,5.004982875024912,1.7005400223409382,Iris-virginica
+10,5.1089477161730255,3.054271328073079,1.5100223820547056,0.26153083450708525,Iris-setosa
+11,6.217894322426298,3.054134256583971,5.011500941331858,1.7020770184286615,Iris-virginica
+12,5.108947716173026,3.0677132504754794,1.5100223820547094,0.2615313702603802,Iris-setosa
+13,6.211035998800133,3.0541429861153713,4.9957810965967155,1.7028467660681437,Iris-virginica
+14,5.1089477161730255,3.05544207864646,1.5100223820547056,0.2615308660710392,Iris-setosa
+15,6.179426704230834,3.054107158025015,4.89983265165157,1.6698542467392536,Iris-versicolor
+16,6.179366503374487,3.0540067731367357,4.899491383973499,1.6655852715917205,Iris-versicolor
+17,5.1089477161730255,3.054369489132719,1.5100223820547056,0.26153083746079336,Iris-setosa
+18,6.210233471022807,3.0541433712615476,4.994325293816069,1.703035862838285,Iris-virginica
+19,5.1089477161730255,3.05539858859728,1.5100223820547056,0.2615308749670815,Iris-setosa
+20,6.1805246929172455,3.0542060295964655,4.910205456612836,1.6816030646642088,Iris-versicolor
+21,5.108947716173027,3.0540281757721357,1.5100223820547096,0.261530962467924,Iris-setosa
+22,5.1089477161730255,3.0544776277447787,1.5100223820547058,0.2615309241192839,Iris-setosa
+23,5.108947716173027,3.1032950818228837,1.510022382054736,0.2615323236600128,Iris-setosa
+24,5.108947716177219,3.054024039470803,4.899491293683502,1.6654340601311164,Iris-versicolor
+25,5.108947716173108,3.054098999924162,1.510022382054888,0.26153160411517723,Iris-setosa
+26,6.214189440450228,3.054144369218028,5.001459240847142,1.704137993124824,Iris-virginica
+27,5.1089477161730255,3.054515025838458,1.5100223820547056,0.2615308403820732,Iris-setosa
+28,6.186423889484465,3.0541272357975644,4.93835415716406,1.6926527803323674,Iris-versicolor
+29,5.1089477161730255,3.0546461971527745,1.5100223820547056,0.2615308733817477,Iris-setosa
+30,5.1089477161730255,3.055026484314226,1.5100223820547056,0.2615308579829864,Iris-setosa
+31,6.179546259568803,3.0543902286669455,4.900436873628545,1.67236861583589,Iris-versicolor
+0,6.189218699712688,3.054106807793795,4.949064607925048,1.6943842533029683,Iris-versicolor
+1,5.1089477161730255,3.0562360316673836,1.5100223820547056,0.26153088518741335,Iris-setosa
+2,5.1089477161730255,3.05503949189621,1.5100223820547056,0.2615308576385527,Iris-setosa
+3,5.108948781898658,3.054859644051822,4.899496388554183,1.6668984477939428,Iris-versicolor
+4,5.1089477161730255,3.0543260202639377,1.5100223820547056,0.26153085398548304,Iris-setosa
+5,6.208259306847412,3.054141750546012,4.990864081291799,1.7021143660032467,Iris-virginica
+6,5.1089477161730255,3.0549014274941717,1.5100223820547056,0.26153085415385147,Iris-setosa
+7,6.180020681907753,3.05415207710964,4.905023813315741,1.677554079584301,Iris-versicolor
+8,6.179374486108082,3.0540025023175876,4.899826507591656,1.6704637349639204,Iris-versicolor
+9,5.1089477161730255,3.05520349086602,1.5100223820547058,0.2615309261076753,Iris-setosa
+10,5.1089477161730255,3.0544750346301077,1.5100223820547058,0.26153089787299527,Iris-setosa
+11,6.213911784919655,3.0540880864220106,5.007947084367936,1.700342302382221,Iris-virginica
+12,5.108947717888636,3.0592527013812254,1.5100223870961367,0.26164444634586487,Iris-setosa
+13,5.1089477161730255,3.054511644571478,1.5100223820547056,0.2615308966230936,Iris-setosa
+14,5.108947716173104,3.067392601178231,1.5100223820552718,0.2615343772998163,Iris-setosa
+15,5.1089477161730255,3.0799048914679803,1.5100223820547103,0.26153147378216024,Iris-setosa
+16,5.1089477161730255,3.0554509849788465,1.5100223820547056,0.2615308839958336,Iris-setosa
+17,6.1793989965425045,3.0545056468964202,4.8995973885664945,1.6687417817993797,Iris-versicolor
+18,6.188837904985514,3.0541220173825696,4.9469065334021325,1.6956403938027265,Iris-versicolor
+19,6.179377177038808,3.0540811366477953,4.899541945691704,1.6677438367516029,Iris-versicolor
+20,5.108947716173027,3.0554275427553463,1.5100223820547112,0.2615312256479815,Iris-setosa
+21,6.182923487181004,3.0540670641910945,4.926879013007302,1.6903325390148711,Iris-versicolor
+22,6.179516184441946,3.0540936161976666,4.9005611824634245,1.6721823086329952,Iris-versicolor
+23,5.108947716640408,3.054032834459885,4.899491295848718,1.6654706236532872,Iris-versicolor
+24,6.235873337912845,3.0541512631358603,5.037777155648724,1.702636028128943,Iris-virginica
+25,5.1089477162853925,3.0540141861142533,4.899491294187605,1.6654468634381157,Iris-versicolor
+26,5.1089477161730255,3.054271935185806,1.5100223820547056,0.2615308382133636,Iris-setosa
+27,5.108947716173027,3.0554060295077057,1.5100223820547125,0.26153126990317177,Iris-setosa
+28,5.1089477161730255,3.0554676575244053,1.5100223820547056,0.26153087243331163,Iris-setosa
+29,5.1089477161730255,3.0543493169413747,1.5100223820547056,0.26153083669930416,Iris-setosa
+30,5.1089477161730255,3.0560817389547466,1.5100223820547056,0.2615308868339747,Iris-setosa
+31,5.1089477161730255,3.0564243732037113,1.5100223820547056,0.2615309101249771,Iris-setosa
+0,5.1089477161730255,3.054236535872744,1.5100223820547056,0.26153083917747255,Iris-setosa
+1,5.1089477161730255,3.0590142453116713,1.5100223820547056,0.26153092074684536,Iris-setosa
+2,6.184336050699191,3.0541270241445093,4.93186575083533,1.6907518158659927,Iris-versicolor
+3,5.108947716445496,3.0540560542577584,4.899491294953131,1.6654639145930343,Iris-versicolor
+4,5.1089477161730255,3.059857008233773,1.5100223820547058,0.2615309580563448,Iris-setosa
+5,5.1089477161730255,3.057753042236866,1.5100223820547067,0.2615311092741425,Iris-setosa
+6,6.180214717410325,3.054149799273501,4.907690608759295,1.6794485269038044,Iris-versicolor
+7,5.108947716173026,3.061181681667774,1.5100223820547092,0.26153131817368047,Iris-setosa
+8,6.208539887739075,3.054141701078965,4.991772622142533,1.7014667002669557,Iris-virginica
+9,6.1801091963032935,3.0541841937250713,4.905355757827105,1.6782673849798295,Iris-versicolor
+10,6.179597208634644,3.054217277381651,4.900708210858033,1.6726941452829456,Iris-versicolor
+11,5.10894771617719,3.054013246270233,4.899491293681989,1.6654335987032642,Iris-versicolor
+12,6.213603927615387,3.05414414718859,5.000500828959876,1.7040407171628902,Iris-virginica
+13,6.189463732865729,3.0540636739312497,4.950353053512568,1.6947731744422054,Iris-virginica
+14,6.211685671580254,3.0541439919453257,4.996757818502159,1.7032030867910923,Iris-virginica
+15,6.179470024567728,3.0540297447346756,4.900948175258071,1.6731487117910608,Iris-versicolor
+16,5.108947716173669,3.0975457046262544,1.5100223820599235,0.26154408844689037,Iris-setosa
+17,5.108947716173041,3.0540803742477824,1.5100223820547394,0.26153124963469926,Iris-setosa
+18,6.186640751047675,3.054115934281582,4.93906401430662,1.692981303262404,Iris-versicolor
+19,6.1808721533604665,3.054185212094727,4.914678559503437,1.6832136857513285,Iris-versicolor
+20,5.1089477161730255,3.0637671230979926,1.5100223820547058,0.26153099011590397,Iris-setosa
+21,5.1089477161730255,3.0546652121195947,1.5100223820547056,0.26153084570298873,Iris-setosa
+22,5.1089477161730255,3.0543974294238514,1.5100223820547056,0.2615308641232971,Iris-setosa
+23,5.108947716173027,3.05418235572179,1.510022382054709,0.2615310315112869,Iris-setosa
+24,5.108947716173026,3.054366364118375,1.5100223820547072,0.26153099871917446,Iris-setosa
+25,5.108947716237989,3.05401120551872,4.899491293991279,1.66544458204481,Iris-versicolor
+26,5.108947716173029,3.058949825104679,1.5100223820547214,0.26153161593547897,Iris-setosa
+27,5.10894771621782,3.0560593336148845,1.5100223821967609,0.26155235214869005,Iris-setosa
+28,6.183195443277136,3.054159238662685,4.927672931768493,1.6893345998806504,Iris-versicolor
+29,5.1089477161730255,3.0551114156995576,1.5100223820547056,0.2615308581469509,Iris-setosa
+30,5.1089477161730565,3.0541520719025828,1.5100223820547785,0.26153145439893644,Iris-setosa
+31,5.1089477161730255,3.0541772464034556,1.5100223820547065,0.2615309414678895,Iris-setosa
+0,6.217768470547716,3.0541482388541827,5.009103041840661,1.703048531715031,Iris-virginica
+1,5.10894771650361,3.0543024361921396,4.899491294657706,1.6654783180311823,Iris-versicolor
+2,5.108947716173026,3.093282861770318,1.510022382054712,0.2615316697038003,Iris-setosa
+3,5.1089477161730255,3.054263557080482,1.5100223820547056,0.2615308337215341,Iris-setosa
+4,6.193334916321213,3.0541161876162524,4.959068934836117,1.6970475820279143,Iris-virginica
+5,5.1089477161730255,3.058308885520451,1.5100223820547056,0.2615309147961534,Iris-setosa
+6,5.1089477161730255,3.0564678778427146,1.5100223820547056,0.26153088852989054,Iris-setosa
+7,5.108947720700928,3.054540178995426,4.899491311488318,1.66558951498894,Iris-versicolor
+8,5.108947716173029,3.0540763448656416,1.5100223820547136,0.2615310451354943,Iris-setosa
+9,6.197391520679974,3.0540710376350986,4.971416978467721,1.6985342582376934,Iris-virginica
+10,5.1089477305664035,3.077377691001863,1.5100224429829205,0.2619079119539655,Iris-setosa
+11,6.179366930567562,3.0540086866085496,4.899495495548874,1.6661061137849935,Iris-versicolor
+12,5.1089477161730255,3.0545137443991974,1.510022382054706,0.2615309384463395,Iris-setosa
+13,5.1089477161730255,3.0546560319513207,1.5100223820547056,0.26153084482595246,Iris-setosa
+14,5.108947716173034,3.054386326342041,1.510022382054729,0.2615313303516276,Iris-setosa
+15,6.18325817470362,3.054075407255688,4.928646473809099,1.6915178930222559,Iris-versicolor
+16,6.179367677721412,3.054054918446315,4.8994964698330135,1.6664477845388574,Iris-versicolor
+17,5.1089477161730255,3.0548797679458213,1.5100223820547056,0.26153085507773555,Iris-setosa
+18,5.1089477161730255,3.057991992951734,1.5100223820547056,0.2615309410776107,Iris-setosa
+19,5.108947744551089,3.0648450007182886,1.5100224754033795,0.261897410654,Iris-setosa
+20,6.179367361247213,3.0540543270113587,4.899494573222636,1.6662222509327798,Iris-versicolor
+21,6.186348343219517,3.054119241190773,4.939870543092282,1.6936440130859154,Iris-versicolor
+22,6.179366516613975,3.0540071238875615,4.8994914666210105,1.66564056910372,Iris-versicolor
+23,5.108947716173027,3.0541804097663956,1.5100223820547092,0.2615310311685681,Iris-setosa
diff --git a/iris/lct_gan/3/27/test.csv b/iris/lct_gan/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/train.csv b/iris/lct_gan/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/27/val.csv b/iris/lct_gan/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/synth.csv b/iris/lct_gan/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a367223c4f4c130ba8f3e071191ddf92660bf4f4
--- /dev/null
+++ b/iris/lct_gan/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.057760393495344,1.5100223820547056,0.2615309112871424,Iris-setosa
+1,5.1089477161730255,3.0547385573238857,1.5100223820547056,0.2615308609903732,Iris-setosa
+2,5.10894780316066,3.0546819638526768,4.899491618813916,1.6659385700923144,Iris-versicolor
+3,5.1089477161730255,3.055207739824999,1.5100223820547058,0.2615309336490051,Iris-setosa
+4,6.18536493317111,3.054098795647772,4.936027524791088,1.6920326611648038,Iris-versicolor
+5,5.1089477161730255,3.054289137341945,1.5100223820547056,0.2615308335166497,Iris-setosa
+6,5.108950360818961,3.0562129105206117,4.899504130384667,1.6679515092255683,Iris-versicolor
+7,6.181845094576145,3.054186624163214,4.9212689716438165,1.687282157018815,Iris-versicolor
+8,6.17940415189719,3.0544725114459683,4.899621470749212,1.6691136076630244,Iris-versicolor
+9,6.187151493577266,3.0541203805050317,4.942002009306679,1.6934354578607358,Iris-versicolor
+10,5.1089477161730255,3.0548044726858925,1.5100223820547056,0.2615308507707393,Iris-setosa
+11,6.179832126141239,3.0540242552225294,4.908867813013274,1.682005701991404,Iris-versicolor
+12,5.1089477161730255,3.0541861414538842,1.5100223820547056,0.26153087879319126,Iris-setosa
+13,5.108947717973815,3.054037984711478,4.899491301169509,1.665497157461775,Iris-versicolor
+14,5.1089477161730255,3.0568420102118057,1.5100223820547056,0.26153090731252454,Iris-setosa
+15,6.179826855776607,3.054152585539822,4.902759505472816,1.6753007161023812,Iris-versicolor
+16,5.1089477161730255,3.055053117885456,1.5100223820547056,0.26153085808872584,Iris-setosa
+17,5.1089477161730255,3.0552252971175573,1.5100223820547058,0.26153096150564953,Iris-setosa
+18,5.1089477161730255,3.0555280435949874,1.5100223820547056,0.26153087108728734,Iris-setosa
+19,5.1089477161730255,3.054093208223448,1.5100223820547056,0.26153085404891246,Iris-setosa
+20,6.179716248076845,3.054059368839184,4.904138227993688,1.6773245756878956,Iris-versicolor
+21,5.1089477161730255,3.056081043070492,1.5100223820547056,0.26153088315349593,Iris-setosa
+22,5.1089477161730255,3.0542984374486277,1.5100223820547056,0.2615308636026444,Iris-setosa
+23,6.17942079398159,3.0540789769263363,4.899876951915489,1.670051148180213,Iris-versicolor
+24,5.1089477161730255,3.056018472853075,1.5100223820547056,0.26153088718510253,Iris-setosa
+25,5.108947716173087,3.0543081212425043,1.5100223820548504,0.2615318531063012,Iris-setosa
+26,5.108947756472247,3.060387681758178,1.5100225031856411,0.2618961463778707,Iris-setosa
+27,5.1089477161730255,3.054586790663043,1.5100223820547056,0.26153084464025045,Iris-setosa
+28,6.179750689458509,3.054057855283384,4.904404037491692,1.6769332075598458,Iris-versicolor
+29,5.1089477161730255,3.0543070255467857,1.5100223820547067,0.26153098404111635,Iris-setosa
+30,5.1089477161730255,3.054190807027779,1.510022382054706,0.2615309146492349,Iris-setosa
+31,5.1089477161730255,3.0548959699947384,1.5100223820547056,0.2615308602925328,Iris-setosa
+0,6.214208699309797,3.054147210082989,5.002231094410539,1.702937347068686,Iris-virginica
+1,5.1089477161730255,3.054713791250019,1.5100223820547056,0.26153085103678847,Iris-setosa
+2,5.108947716183884,3.054012285482427,4.899491293718316,1.6654352154081422,Iris-versicolor
+3,6.179914265492775,3.0542819954977394,4.902987746173171,1.676549598017658,Iris-versicolor
+4,5.1089477161730255,3.054748636225266,1.5100223820547056,0.2615308695139916,Iris-setosa
+5,5.1089477161730255,3.0544103539193075,1.5100223820547056,0.26153084553936323,Iris-setosa
+6,5.1089477161730255,3.0549154417739524,1.5100223820547058,0.26153093739767325,Iris-setosa
+7,6.180010213902924,3.054265295810078,4.903917594385179,1.677017860322158,Iris-versicolor
+8,5.1089477161730255,3.054104707506999,1.510022382054706,0.2615309086930167,Iris-setosa
+9,6.19690931575894,3.054122912178939,4.967018853319331,1.698915652439343,Iris-virginica
+10,6.182640942337437,3.0541564930466296,4.924447707738407,1.687864843782848,Iris-versicolor
+11,6.181277001792515,3.054071613480325,4.918066752388106,1.687089621413729,Iris-versicolor
+12,6.179676370118831,3.0540337729785585,4.904792777531392,1.6774943958958335,Iris-versicolor
+13,6.184943716381657,3.0541362619803176,4.934157892461971,1.6916574545821987,Iris-versicolor
+14,6.1953130460480565,3.054102728334602,4.965816070226348,1.697224848422809,Iris-virginica
+15,5.1089477161730255,3.054820285035602,1.5100223820547056,0.2615308586597359,Iris-setosa
+16,6.179657391851832,3.054054218373775,4.9030152983574995,1.675525940215353,Iris-versicolor
+17,6.179785997324146,3.054015637190079,4.909034014105099,1.681965284261522,Iris-versicolor
+18,6.180990878157285,3.0540592341851784,4.916018981967182,1.6850186564779073,Iris-versicolor
+19,6.179369318971488,3.0540421172568744,4.89950672054697,1.6668161460780904,Iris-versicolor
+20,5.108947716173026,3.0635095799174583,1.5100223820547098,0.2615313755458024,Iris-setosa
+21,6.212610247430131,3.054144408182918,4.999044319542599,1.7035116781815867,Iris-virginica
+22,6.206515878087871,3.0541131501785794,4.98830385548508,1.7003037541517918,Iris-virginica
+23,5.1089477161730255,3.0541910340378804,1.5100223820547056,0.26153083430345136,Iris-setosa
+24,6.207806779421821,3.054082036361941,4.995352524607038,1.699038318357197,Iris-virginica
+25,5.1089477161730255,3.0544581545065825,1.5100223820547056,0.2615308418979044,Iris-setosa
+26,5.1089477161730255,3.0552524715184384,1.5100223820547058,0.26153092504065273,Iris-setosa
+27,5.1089477161730255,3.0541231363716954,1.510022382054706,0.26153092060423383,Iris-setosa
+28,5.1089477161730255,3.054756790225875,1.5100223820547056,0.2615308487969953,Iris-setosa
+29,5.108947745261646,3.055344122875693,4.8994913926205035,1.6658302400878247,Iris-setosa
+30,5.1089477161730255,3.054321433475088,1.5100223820547065,0.26153095549134303,Iris-setosa
+31,6.181983017229412,3.0541232301113093,4.921150799174211,1.6864770732295518,Iris-versicolor
+0,6.198240415012271,3.054123889470696,4.9699824873475755,1.6993706422765227,Iris-virginica
+1,5.1089477161730255,3.0545779556195507,1.5100223820547056,0.2615308495152743,Iris-setosa
+2,5.1089477161730255,3.061959282616151,1.5100223820547058,0.2615309933090413,Iris-setosa
+3,5.10894772596624,3.054020124294905,4.899491354635108,1.6655586107564748,Iris-versicolor
+4,5.108947716173026,3.0600211342859738,1.5100223820547087,0.2615312542656764,Iris-setosa
+5,5.108947716173026,3.054852891277952,1.5100223820547085,0.26153110505564037,Iris-setosa
+6,6.20882572814553,3.0541412802506094,4.992107067631661,1.702058316908829,Iris-virginica
+7,5.1089477161730255,3.062797955558036,1.5100223820547058,0.26153098336039593,Iris-setosa
+8,6.179640472004427,3.0540060457609455,4.907715137805162,1.6847462446326718,Iris-versicolor
+9,5.1089477161730255,3.0543309633211755,1.5100223820547056,0.2615308695619219,Iris-setosa
+10,6.195880819872512,3.0541016866275177,4.966131405259345,1.697063980115611,Iris-virginica
+11,5.1089477161730255,3.0592684290093413,1.5100223820547058,0.26153097111959767,Iris-setosa
+12,5.1089477161730255,3.0578968894410834,1.5100223820547056,0.26153090838836635,Iris-setosa
+13,5.108948311361201,3.0555314674743124,4.899493642664546,1.666621398904907,Iris-versicolor
+14,5.10894771617317,3.0540304640098124,4.899491293665162,0.2615315797337597,Iris-versicolor
+15,5.1089477161730255,3.0545922828258836,1.5100223820547063,0.2615309797883628,Iris-setosa
+16,5.108947716173839,3.055195555109041,1.5100223820574723,0.26153486732334863,Iris-setosa
+17,5.1089477161730255,3.0542455289391137,1.5100223820547056,0.2615308359924224,Iris-setosa
+18,6.190322014009683,3.0541204743326875,4.950795883303285,1.6961390803347973,Iris-versicolor
+19,5.10894771617507,3.0584912152446857,1.5100223820623389,0.2615392700509747,Iris-setosa
+20,6.215813172023203,3.054140897343216,5.0052277840248784,1.7017061234403446,Iris-virginica
+21,5.10894771617303,3.0542741868734606,1.510022382054717,0.26153119764170657,Iris-setosa
+22,5.1089477161730255,3.0544406791685823,1.5100223820547056,0.2615308425968529,Iris-setosa
+23,5.1089477161730255,3.0544344357807787,1.5100223820547056,0.26153086600058234,Iris-setosa
+24,5.1089477161730255,3.056170415094893,1.5100223820547056,0.26153088033774474,Iris-setosa
+25,5.108947716186192,3.0540164211053646,4.899491293735497,1.6654361408335032,Iris-versicolor
+26,5.1089477161730255,3.069487398729032,1.510022382054707,0.26153121097677134,Iris-setosa
+27,6.182674545296564,3.054131842571956,4.925939333244166,1.689181669605161,Iris-versicolor
+28,6.179474758017748,3.054166258744755,4.90009838207799,1.6712409512210904,Iris-versicolor
+29,5.1089477161730255,3.0556818488062922,1.5100223820547067,0.2615310414488569,Iris-setosa
+30,6.179752224558474,3.054120943282305,4.902361761092402,1.6745986317818848,Iris-versicolor
+31,5.1089477161730255,3.0550830742134436,1.5100223820547056,0.26153085868092363,Iris-setosa
+0,5.1089477161730255,3.054433080939615,1.5100223820547056,0.2615308398998051,Iris-setosa
+1,5.1089477161730255,3.055310857173337,1.5100223820547056,0.2615308729043649,Iris-setosa
+2,6.1828932362562234,3.0541085706972186,4.925487318740608,1.688623747999238,Iris-versicolor
+3,6.194381561158998,3.054105649726582,4.96260186159825,1.6972323623097898,Iris-virginica
+4,5.1089477161730255,3.0701147860780855,1.5100223820547078,0.2615312708274347,Iris-setosa
+5,5.1089477161730255,3.0722286884488934,1.5100223820547067,0.261531175939462,Iris-setosa
+6,6.191768760539531,3.054124043732921,4.955086424588039,1.6972231975210235,Iris-versicolor
+7,5.1089477161730255,3.057506856579627,1.5100223820547056,0.2615309076468116,Iris-setosa
+8,6.198211219964366,3.054107774243804,4.973260530902435,1.6978594178749746,Iris-virginica
+9,5.1089477161730255,3.0557291256692256,1.5100223820547056,0.26153087100496325,Iris-setosa
+10,6.200360551638474,3.054131983841692,4.975013927759258,1.7000949281265167,Iris-virginica
+11,5.1089477161730255,3.054430868870877,1.5100223820547056,0.2615308459032271,Iris-setosa
+12,6.212259535956302,3.054142668623211,4.99798264490596,1.7040104723811653,Iris-virginica
+13,5.1089477161730255,3.054255159807149,1.5100223820547056,0.26153083240332053,Iris-setosa
+14,6.192228565114564,3.0541193946857743,4.9560515463965835,1.6970005313270238,Iris-versicolor
+15,6.181607973527888,3.054171561026078,4.919650284429778,1.6857588526491614,Iris-versicolor
+16,5.1089477161730255,3.059990749218424,1.5100223820547058,0.26153099641440797,Iris-setosa
+17,6.181177697426389,3.0540726908318567,4.9166026950910675,1.685744332217547,Iris-versicolor
+18,6.184256121970036,3.0540918475400667,4.9316554764103895,1.6914634850416685,Iris-versicolor
+19,6.216635424375352,3.0541482862082208,5.006074172119238,1.7040544137749378,Iris-virginica
+20,5.1089477161730255,3.054366915764619,1.5100223820547056,0.26153083847216313,Iris-setosa
+21,6.215667347374241,3.0541425075062847,5.004308474782307,1.7051943451446554,Iris-virginica
+22,6.179384212584573,3.054109104169071,4.89958098540829,1.6681824654098338,Iris-versicolor
+23,6.197760185895175,3.0541290128757566,4.96938808087291,1.6993110890941254,Iris-virginica
diff --git a/iris/lct_gan/3/28/test.csv b/iris/lct_gan/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/train.csv b/iris/lct_gan/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/28/val.csv b/iris/lct_gan/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/synth.csv b/iris/lct_gan/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0272797350d96f5e81838f510a0ac514cb698db8
--- /dev/null
+++ b/iris/lct_gan/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.1257318230089557,1.5100223820547283,0.2615323273117607,Iris-setosa
+1,6.192517857949073,3.0540910809454793,4.958806472481975,1.6963417529988714,Iris-virginica
+2,6.179955856505571,3.054026561791816,4.90973331625383,1.6828799164772776,Iris-versicolor
+3,5.1089477161730255,3.0548544996801796,1.5100223820547056,0.26153085899403433,Iris-setosa
+4,5.108947716175191,3.054366729367051,1.5100223820588976,0.26153462956457857,Iris-setosa
+5,5.108947716608954,3.054007359829213,4.899491296185323,1.6654580269244768,Iris-versicolor
+6,6.236163643050571,3.054154177012824,5.037916056647275,1.7032351717084044,Iris-virginica
+7,5.108947716173029,3.0540425775186293,1.5100223820547127,0.26153101315453325,Iris-setosa
+8,6.212888681011938,3.054146091043554,4.998914092039681,1.7026352157286573,Iris-virginica
+9,5.108947716413344,3.054144004975547,4.899491294388009,1.6654680321742457,Iris-versicolor
+10,5.1089477161730255,3.055408727719413,1.5100223820547056,0.2615308699057118,Iris-setosa
+11,5.1089477161730255,3.0556365539456785,1.5100223820547056,0.26153087625119464,Iris-setosa
+12,5.1089477161730255,3.1141122672948867,1.5100223820547087,0.26153149725663427,Iris-setosa
+13,5.1089477161730255,3.055294769629377,1.5100223820547056,0.2615308802882306,Iris-setosa
+14,5.1089477161730255,3.0547525507754365,1.5100223820547056,0.2615308486207933,Iris-setosa
+15,5.1089477161730255,3.054651847640351,1.5100223820547056,0.26153084846323527,Iris-setosa
+16,5.1089477161730255,3.054643996202488,1.510022382054706,0.26153095706529966,Iris-setosa
+17,5.1089477161730255,3.054183430048449,1.5100223820547058,0.2615308959046864,Iris-setosa
+18,5.1089477161730255,3.0554055767200907,1.5100223820547056,0.26153087410055936,Iris-setosa
+19,6.197195157559751,3.0541305762381943,4.9687254808366905,1.6989190782236807,Iris-virginica
+20,5.108947716173029,3.0763020382792874,1.5100223820547412,0.2615322903063305,Iris-setosa
+21,5.1089477161730255,3.054464962067754,1.5100223820547056,0.26153084393069664,Iris-setosa
+22,5.1089477161730255,3.054415187502562,1.5100223820547056,0.261530853118941,Iris-setosa
+23,6.17961549665133,3.0542012749366076,4.900991292013115,1.6737911564688885,Iris-versicolor
+24,6.183482066963664,3.0541496015562424,4.927915345653277,1.6893128999838596,Iris-versicolor
+25,6.179647927849439,3.054025042870168,4.9052964081669215,1.6782646133571675,Iris-versicolor
+26,6.195348434829976,3.0540882545885886,4.966552404355576,1.6968730301592756,Iris-virginica
+27,5.1089495061632,3.0549887656972254,4.89950004041494,1.6672564428689867,Iris-versicolor
+28,5.108947716173069,3.05403793916859,1.5100223820547867,0.2615313282963629,Iris-setosa
+29,5.1089477161730255,3.0543677075895386,1.5100223820547056,0.2615308373878924,Iris-setosa
+30,5.1089477161730255,3.0563742808067684,1.5100223820547063,0.2615310273652527,Iris-setosa
+31,5.1089477161730255,3.055556299051454,1.5100223820547056,0.2615308681515709,Iris-setosa
+0,6.214358918972178,3.0541421143608605,5.003265973136013,1.7019732367391378,Iris-virginica
+1,5.108947716569558,3.0544946593509166,1.5100223827821906,0.2615598159455053,Iris-setosa
+2,6.194971519204112,3.054130119803123,4.963776297931534,1.6989901550920599,Iris-virginica
+3,5.1089477161730255,3.055842825066604,1.5100223820547056,0.26153087727234364,Iris-setosa
+4,5.108947716178343,3.0540062416305003,4.899491293692747,1.6654328986828515,Iris-versicolor
+5,5.1089477161730255,3.0546255976305408,1.5100223820547056,0.26153084633187346,Iris-setosa
+6,6.179380660251652,3.0544381512553276,4.899528970504667,1.6677051368078672,Iris-versicolor
+7,5.1089477161730255,3.054618127087681,1.5100223820547065,0.26153097910830325,Iris-setosa
+8,6.202113555447875,3.054137503586845,4.9786467529299925,1.7009122289152587,Iris-virginica
+9,5.1089477161730255,3.0548154631996707,1.5100223820547063,0.26153099939555363,Iris-setosa
+10,6.202409330648307,3.0541272858180184,4.978892906360839,1.7008445321540928,Iris-virginica
+11,6.179875832829416,3.0541689808913186,4.903229744596264,1.6757893977128602,Iris-versicolor
+12,5.108947716310959,3.0542684560915467,4.89949129408411,1.6654619941465096,Iris-versicolor
+13,5.1089477161730255,3.054740530522002,1.5100223820547056,0.2615308480119398,Iris-setosa
+14,5.1089477161730255,3.063736680476106,1.5100223820547058,0.261530999410503,Iris-setosa
+15,6.203116393770232,3.054127170306867,4.9812214178869745,1.6998007902832761,Iris-virginica
+16,5.108947716173028,3.096394743462599,1.510022382054737,0.26153248129727685,Iris-setosa
+17,6.191698118228326,3.054121838682391,4.954674242816136,1.6970146977609235,Iris-versicolor
+18,5.1089477161730255,3.054612576615858,1.5100223820547056,0.2615308468994054,Iris-setosa
+19,6.1952026227302275,3.05412503586605,4.963896926432437,1.6983631974064277,Iris-virginica
+20,6.184932244309031,3.054079436317104,4.936051294046242,1.6922852931838035,Iris-versicolor
+21,5.108947716173114,3.0548333116346655,1.5100223820549639,0.2615324431278925,Iris-setosa
+22,6.2228487100642305,3.0541514006700985,5.016207478975635,1.7036351695503336,Iris-virginica
+23,6.183859481072171,3.0540955662658824,4.929725054570787,1.690558585316084,Iris-versicolor
+24,6.179410027878475,3.054419987051281,4.89964071816993,1.6689551157897948,Iris-versicolor
+25,5.1089477161730255,3.0548485533713614,1.5100223820547056,0.2615308614153535,Iris-setosa
+26,5.1089477525647835,3.054240112517579,4.899491470236246,1.6657623835077018,Iris-versicolor
+27,5.1089477161730255,3.0544300205481254,1.5100223820547056,0.26153083803395405,Iris-setosa
+28,5.1089477161730255,3.054360644102745,1.5100223820547063,0.26153096008258814,Iris-setosa
+29,6.179383239406414,3.0540382892331595,4.899622036830423,1.668719298662253,Iris-versicolor
+30,5.108950440956763,3.0543692724990006,4.899502907556793,1.6670649569201434,Iris-versicolor
+31,6.179650361503588,3.0542471108281113,4.901151580201774,1.6738013400206642,Iris-versicolor
+0,5.1089477161730255,3.054310465173058,1.5100223820547056,0.26153084418086786,Iris-setosa
+1,5.1089477161730255,3.062811969032861,1.5100223820547058,0.2615309738720248,Iris-setosa
+2,5.1089477161730255,3.0562211649394526,1.5100223820547067,0.26153105610003585,Iris-setosa
+3,5.1089477161730255,3.0541170967005864,1.5100223820547058,0.26153088951569425,Iris-setosa
+4,5.1089477161730255,3.0543546138269786,1.5100223820547056,0.2615308351486006,Iris-setosa
+5,5.1089477161730255,3.0555895606284116,1.5100223820547056,0.2615308754011658,Iris-setosa
+6,5.1089477161730255,3.0572465435463223,1.5100223820547056,0.261530913942524,Iris-setosa
+7,6.189096381134869,3.0541282264465566,4.948685406698182,1.69639595869505,Iris-versicolor
+8,5.1089477161730255,3.0542151620585334,1.5100223820547056,0.26153084557884176,Iris-setosa
+9,6.213881870383513,3.0541459465162624,5.001790634666574,1.7034558672607467,Iris-virginica
+10,6.180911525471887,3.054121885973542,4.91626354546561,1.6847369362872282,Iris-versicolor
+11,5.1089477161730255,3.054408089327206,1.5100223820547056,0.2615308438530499,Iris-setosa
+12,5.1089477161730255,3.055670160848657,1.5100223820547056,0.26153090388810507,Iris-setosa
+13,5.108948090739293,3.0548323732574887,4.899492924190155,1.6664440963149696,Iris-versicolor
+14,5.108947716173036,3.055198426285617,1.5100223820547467,0.2615316146656942,Iris-setosa
+15,6.187333901972138,3.0541053241031113,4.942399973924782,1.6933417284012544,Iris-versicolor
+16,6.185176186029091,3.054116600520825,4.934481250634764,1.6915402307674638,Iris-versicolor
+17,5.1089477161730255,3.0552822242932383,1.5100223820547056,0.26153086406148285,Iris-setosa
+18,5.1089477161730255,3.057338913427212,1.5100223820547056,0.2615308977411856,Iris-setosa
+19,5.1089477161730255,3.054554806701806,1.5100223820547056,0.261530843160901,Iris-setosa
+20,5.1089477161730255,3.0552454753460703,1.5100223820547056,0.2615308921541838,Iris-setosa
+21,5.1089477161730255,3.0556311368952724,1.5100223820547056,0.26153088167765026,Iris-setosa
+22,6.179502496409166,3.0540530796003456,4.900936945969526,1.6731857665426515,Iris-versicolor
+23,5.1089477161730255,3.055582078363384,1.5100223820547056,0.26153088567488586,Iris-setosa
+24,5.108947716173026,3.057964759688463,1.510022382054709,0.261531242706624,Iris-setosa
+25,6.207020247708567,3.054132843484134,4.990760155679746,1.7010326077142361,Iris-virginica
+26,6.1795539566593725,3.054060329780277,4.901336711377604,1.6738766983038027,Iris-versicolor
+27,5.1089477161730255,3.0760666643853383,1.5100223820547067,0.2615312370017991,Iris-setosa
+28,6.198468236221892,3.0541332768018816,4.971550501523774,1.6994971842246565,Iris-virginica
+29,6.18798090874158,3.054105828602845,4.944274590230841,1.6945649520075043,Iris-versicolor
+30,6.180174400534856,3.054098223361959,4.908844052356574,1.6803582651419346,Iris-versicolor
+31,5.1089477161730255,3.054932475442789,1.5100223820547056,0.26153085227280615,Iris-setosa
+0,5.1089477161730255,3.055476224970417,1.5100223820547056,0.2615308969889942,Iris-setosa
+1,5.1089477161730255,3.0544307058170257,1.5100223820547056,0.26153084199842236,Iris-setosa
+2,5.108947716178681,3.0699666098217904,1.5100223820861478,0.2615501364859882,Iris-setosa
+3,6.18003608619798,3.054233331972735,4.904685277307268,1.6780772947322302,Iris-versicolor
+4,5.1089477161730255,3.054384963652559,1.5100223820547056,0.26153083752082157,Iris-setosa
+5,5.1089477161730255,3.0686563253744765,1.5100223820547058,0.2615310372405641,Iris-setosa
+6,5.1089477161730255,3.0679045514316585,1.5100223820547063,0.2615310954135938,Iris-setosa
+7,5.1089477161730255,3.054143620445665,1.5100223820547056,0.2615308309082569,Iris-setosa
+8,5.108951628992456,3.054497573995104,4.899511166065542,1.667574256144653,Iris-versicolor
+9,5.1089477161730255,3.0553814969716284,1.5100223820547056,0.2615308819286618,Iris-setosa
+10,6.216389755395497,3.054149309395034,5.005265779813966,1.7039287135909558,Iris-virginica
+11,5.1089477161730255,3.0540605969186814,1.5100223820547065,0.26153091641748766,Iris-setosa
+12,6.206520574282415,3.0541017164989226,4.990051886906249,1.6987371527620865,Iris-virginica
+13,6.179366738725257,3.0540417772762627,4.899492240160727,1.6658619424847083,Iris-versicolor
+14,6.213918723240334,3.054145187908346,5.001108129989693,1.7023636064957521,Iris-virginica
+15,5.1089477161730255,3.055279447497725,1.5100223820547056,0.26153086474108095,Iris-setosa
+16,5.108947716173042,3.0541619749714393,1.5100223820547518,0.26153133294443154,Iris-setosa
+17,6.200601652704635,3.0541347439846835,4.975336091528543,1.700539004393592,Iris-virginica
+18,5.10894771617303,3.062639303607481,1.51002238205473,0.26153187235871805,Iris-setosa
+19,6.180182422445258,3.054204858863777,4.905812379538959,1.678055940676525,Iris-versicolor
+20,5.1089477161730255,3.0548024652771564,1.5100223820547056,0.2615308507573224,Iris-setosa
+21,5.108947716173859,3.0540291192054414,4.899491293668173,1.6654307489261138,Iris-versicolor
+22,5.1089477161730255,3.054346337774952,1.5100223820547056,0.2615308373295164,Iris-setosa
+23,6.2049662956340805,3.054128999355015,4.983817181888127,1.7016297937026472,Iris-virginica
diff --git a/iris/lct_gan/3/29/test.csv b/iris/lct_gan/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/train.csv b/iris/lct_gan/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/29/val.csv b/iris/lct_gan/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/synth.csv b/iris/lct_gan/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b94e50cdaec2ac5688e28e86372f8bb676f55b9
--- /dev/null
+++ b/iris/lct_gan/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173029,3.055867641450206,1.5100223820547196,0.2615314455493204,Iris-setosa
+1,5.1089477161730255,3.054932572339339,1.5100223820547056,0.26153085772973017,Iris-setosa
+2,6.179730211800158,3.054023645055058,4.907553763573064,1.680257878241557,Iris-versicolor
+3,6.202067905592428,3.054135374541747,4.979182946303834,1.7003353496713411,Iris-virginica
+4,6.192902315652217,3.0541166106330815,4.958220370551073,1.69679148344143,Iris-virginica
+5,6.190984991744771,3.0541156564460703,4.953746635283222,1.6964422948752071,Iris-versicolor
+6,5.1089477161730255,3.0548489558492413,1.5100223820547058,0.26153094104371255,Iris-setosa
+7,6.179370747766365,3.0540234599969867,4.899525088717693,1.6672940363659474,Iris-versicolor
+8,5.1089477161730255,3.056733860984392,1.5100223820547056,0.2615308925888492,Iris-setosa
+9,6.21381937530055,3.054145325731865,5.000912491697793,1.702441600185842,Iris-virginica
+10,5.1089477161730255,3.0548629699277834,1.5100223820547056,0.26153085592827713,Iris-setosa
+11,5.1089477161761385,3.057102975862992,1.5100223820671335,0.2615403379864715,Iris-setosa
+12,6.189092436498775,3.054118142061415,4.947343153545291,1.6950856092364615,Iris-versicolor
+13,5.108947716173719,3.1372571602612322,1.5100223820626806,0.2615474180184085,Iris-setosa
+14,5.1089477161730255,3.055164292639713,1.5100223820547056,0.26153086209151616,Iris-setosa
+15,6.191513926450789,3.054072220706249,4.957279818435636,1.696460924616701,Iris-virginica
+16,5.1089477161730255,3.0562943195201573,1.5100223820547056,0.2615308917422671,Iris-setosa
+17,6.179861087634338,3.0540917742639375,4.904677463657094,1.6769379188289733,Iris-versicolor
+18,5.1089477161730255,3.054431864550842,1.5100223820547058,0.26153091344508145,Iris-setosa
+19,5.1089477161730255,3.0650228822569936,1.5100223820547058,0.26153103004604367,Iris-setosa
+20,6.222112637343888,3.0541519186842847,5.015229181207971,1.7044345127038423,Iris-virginica
+21,6.205959763877065,3.054081379046387,4.992343959745254,1.7002020638220399,Iris-virginica
+22,5.108947716173047,3.109091996486874,1.5100223820550152,0.2615347686473061,Iris-setosa
+23,6.1794834852113745,3.0541298150519034,4.9001630312197735,1.6709854631583148,Iris-versicolor
+24,6.193750487707562,3.05412654657935,4.959894999310573,1.697782151756225,Iris-virginica
+25,6.180348491154191,3.05412474444691,4.9098693844524375,1.6806607194844867,Iris-versicolor
+26,6.209107446832545,3.0541416080059554,4.9921254026635244,1.7023188037619177,Iris-virginica
+27,5.1089477161730255,3.0557192482583337,1.5100223820547058,0.26153095756816586,Iris-setosa
+28,6.205137338624641,3.0541357672972707,4.985977126184075,1.7004227267478649,Iris-virginica
+29,5.1089477161730255,3.054411665519254,1.5100223820547056,0.26153083793268406,Iris-setosa
+30,6.2109886687444416,3.054136951236264,4.998278394222792,1.7009760529087972,Iris-virginica
+31,5.1089477161730255,3.0543352331335396,1.5100223820547056,0.2615308516003438,Iris-setosa
+0,5.1089477161730255,3.054480591390648,1.5100223820547056,0.26153084186617404,Iris-setosa
+1,5.1089477161730255,3.055659693304574,1.5100223820547056,0.26153086803600384,Iris-setosa
+2,5.108947716173034,3.0748182391782666,1.5100223820547891,0.2615327684469378,Iris-setosa
+3,5.1089477161730255,3.0543868357029527,1.5100223820547056,0.26153083764727303,Iris-setosa
+4,6.1793681605959225,3.054023157206274,4.899501843097277,1.666613197210154,Iris-versicolor
+5,5.1089477161730255,3.0550907668737834,1.5100223820547056,0.2615308574056468,Iris-setosa
+6,6.180084239621509,3.0540814240610223,4.908411117042039,1.6805152052164254,Iris-versicolor
+7,6.179921489700222,3.054225863995672,4.903204406904827,1.6759131851672535,Iris-versicolor
+8,6.1828886972754376,3.0541465039858586,4.925568130143409,1.6887859034225516,Iris-versicolor
+9,5.1089477161730255,3.055252573546581,1.5100223820547056,0.26153086058641556,Iris-setosa
+10,5.1089477161730255,3.054403387228444,1.5100223820547056,0.26153086107871354,Iris-setosa
+11,5.1089477161730255,3.0544056565999704,1.5100223820547056,0.2615308369848861,Iris-setosa
+12,5.1089477161730255,3.054271530469143,1.5100223820547056,0.2615308339463016,Iris-setosa
+13,5.108947716173027,3.055734137726265,1.5100223820547114,0.2615312763551461,Iris-setosa
+14,5.108947716173031,3.0555119257645664,1.5100223820547243,0.2615314565996385,Iris-setosa
+15,6.179386572141716,3.054072321885415,4.899601118683569,1.668445728575646,Iris-versicolor
+16,5.108947716173026,3.054783846499499,1.5100223820547092,0.26153110750266517,Iris-setosa
+17,5.108947787059317,3.0553367067176573,4.899491547180102,1.6660040402465977,Iris-versicolor
+18,6.179477137161251,3.0540296141400365,4.901202321245574,1.6736362090589545,Iris-versicolor
+19,6.2024175113411175,3.054105281012823,4.981257112416946,1.6993945640391557,Iris-virginica
+20,6.209655482138606,3.054143730058,4.993865529759907,1.7021599844000188,Iris-virginica
+21,5.1089477161730255,3.054091944291976,1.5100223820547058,0.26153088736351504,Iris-setosa
+22,5.1089477161730255,3.054795462413593,1.5100223820547056,0.2615308917995123,Iris-setosa
+23,5.1089477161730255,3.055365635418998,1.5100223820547056,0.26153086282029786,Iris-setosa
+24,5.108947716173315,3.057292874586238,1.510022382055954,0.26153455774453,Iris-setosa
+25,6.179425592416274,3.054010213553814,4.900932206169151,1.6731500315336938,Iris-versicolor
+26,5.108947798223014,3.0600852401577416,1.5100226079710646,0.26199841606774105,Iris-setosa
+27,6.1793817494419505,3.054004993127216,4.899972344758321,1.6705046747180827,Iris-versicolor
+28,5.1089477161730255,3.059422764384634,1.5100223820547058,0.2615309744009043,Iris-setosa
+29,5.1089477161730255,3.0544619582747163,1.5100223820547056,0.2615308545128528,Iris-setosa
+30,6.179380205832868,3.054059894519316,4.89957200633775,1.6680786009305217,Iris-versicolor
+31,6.179451792684806,3.0540097501194015,4.901848401110103,1.67495144189155,Iris-versicolor
+0,6.179958459595888,3.054164364419725,4.90391466543888,1.6769783593974175,Iris-versicolor
+1,5.108947716173104,3.0547066734287114,1.510022382054928,0.2615321359255677,Iris-setosa
+2,5.1089477161730255,3.0591023453047326,1.5100223820547056,0.2615309474333827,Iris-setosa
+3,5.1089477161730255,3.0546341488768176,1.5100223820547056,0.26153084815133526,Iris-setosa
+4,6.1796590180425275,3.0541957014480805,4.901367963047012,1.673782437847749,Iris-versicolor
+5,6.188979356930767,3.0541185379235647,4.946665492143369,1.694906381987865,Iris-versicolor
+6,6.211176770299146,3.0541430605612017,4.9963801556169845,1.701798019289542,Iris-virginica
+7,6.186019436701229,3.05412558591496,4.937241063769066,1.692521494488589,Iris-versicolor
+8,5.108947716177347,3.0540062127806187,4.899491293687508,1.665432912500532,Iris-versicolor
+9,5.1089477161730255,3.058084127785542,1.5100223820547072,0.26153112957050845,Iris-setosa
+10,6.198408398783465,3.0541360207702932,4.970964699757104,1.699792757634667,Iris-virginica
+11,5.108947716173029,3.131786545683925,1.5100223820547634,0.2615329171005428,Iris-setosa
+12,5.1089477161730255,3.0544580501138823,1.5100223820547056,0.26153088550528686,Iris-setosa
+13,5.1089477161730255,3.054521412055599,1.5100223820547056,0.26153084518163233,Iris-setosa
+14,6.199836769778934,3.0540983265409367,4.975151509285872,1.6982693733300458,Iris-virginica
+15,6.179477733575692,3.0541472412498702,4.900098320716292,1.6710520624449983,Iris-versicolor
+16,6.196539528086314,3.0541333519394707,4.967227723851143,1.6995183033694357,Iris-virginica
+17,5.1089477161730255,3.060754568921712,1.5100223820547058,0.261530959527251,Iris-setosa
+18,6.210631155596923,3.054139833091082,4.994942106300002,1.7034110906281263,Iris-virginica
+19,5.1089477161730255,3.0566493973789766,1.5100223820547056,0.2615308915682358,Iris-setosa
+20,5.108947716173132,3.054060944873386,1.5100223820549512,0.2615316015399662,Iris-setosa
+21,5.108947716204809,3.055926053266167,1.5100223821725782,0.2615496576584392,Iris-setosa
+22,6.179422947255591,3.054014453029408,4.9006331570976664,1.67266978958763,Iris-versicolor
+23,5.1089477161730255,3.0541125567626777,1.5100223820547058,0.26153089572928767,Iris-setosa
+24,6.197748865110289,3.054126698351243,4.968923539202715,1.6992849813548199,Iris-virginica
+25,5.1089477161730255,3.05438850497996,1.5100223820547056,0.26153084076168404,Iris-setosa
+26,6.2173945011982985,3.0541473010807225,5.007367679851469,1.7026985372738261,Iris-virginica
+27,6.218729366610021,3.054135914063345,5.010717400123661,1.7016201232028596,Iris-virginica
+28,5.1089477161730255,3.0543990462026502,1.5100223820547056,0.2615308412744491,Iris-setosa
+29,6.182082384690195,3.0541240204395135,4.922104217704403,1.6872441422319469,Iris-versicolor
+30,6.1808345968762195,3.054023448299973,4.917690430861844,1.6878806284920158,Iris-versicolor
+31,5.108947716173026,3.054082232959808,1.5100223820547087,0.2615309920689615,Iris-setosa
+0,5.108947716173026,3.0559061684440283,1.5100223820547085,0.2615311510033909,Iris-setosa
+1,5.1089477161730255,3.0550303183185106,1.5100223820547056,0.261530858290229,Iris-setosa
+2,5.108947716188884,3.081414764695978,1.5100223821564203,0.26156556207444603,Iris-setosa
+3,6.179367056122674,3.0540678936602728,4.899493285135362,1.6660436166711388,Iris-versicolor
+4,6.182270502280006,3.0541587039959763,4.922641538257471,1.6872506398029075,Iris-versicolor
+5,5.1089477161730255,3.0597879068065588,1.5100223820547058,0.26153096008401244,Iris-setosa
+6,6.1795313216256496,3.0540292711125416,4.902164986045724,1.67500052767147,Iris-versicolor
+7,6.180381586741647,3.0542066869937723,4.908429576360655,1.680452647131766,Iris-versicolor
+8,5.1089477161732635,3.189337031613246,1.5100223820588319,0.2615448748172269,Iris-setosa
+9,5.108947716173179,3.0552531760559676,1.5100223820551733,0.2615330338264895,Iris-setosa
+10,6.211160941557919,3.0541426351546597,4.996202395857178,1.7026866253322859,Iris-virginica
+11,5.1089477161730255,3.0546095334302974,1.5100223820547056,0.26153085353252975,Iris-setosa
+12,5.1089477161730255,3.054893334871439,1.5100223820547056,0.26153088162163,Iris-setosa
+13,5.1089477161730255,3.0625947895539545,1.5100223820547067,0.2615311540623599,Iris-setosa
+14,6.1926382802013045,3.0541129945831464,4.95718429742209,1.6966075220851435,Iris-virginica
+15,6.214637782015957,3.054145175305757,5.002261379730905,1.7033160854718106,Iris-virginica
+16,5.1089477161730255,3.054328964892727,1.5100223820547056,0.26153084810996813,Iris-setosa
+17,5.1089477161730255,3.054708441664967,1.5100223820547056,0.26153088645938016,Iris-setosa
+18,6.202113919375065,3.0541374494409927,4.97908399216188,1.7006930243947662,Iris-virginica
+19,6.188860008333464,3.0541199775617867,4.946400046907168,1.6951720792957985,Iris-versicolor
+20,5.108947716173236,3.060692810703418,1.5100223820556697,0.26153499656574536,Iris-setosa
+21,6.186117015201917,3.054077294342404,4.938904154965883,1.692663043003448,Iris-versicolor
+22,5.1089477161730255,3.054889365131489,1.5100223820547056,0.26153085532346293,Iris-setosa
+23,5.1089477161730255,3.0559564077453976,1.5100223820547056,0.26153088634810306,Iris-setosa
diff --git a/iris/lct_gan/3/3/test.csv b/iris/lct_gan/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/train.csv b/iris/lct_gan/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/3/val.csv b/iris/lct_gan/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/synth.csv b/iris/lct_gan/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92fe43cd49a700a58009257769e85fa030173177
--- /dev/null
+++ b/iris/lct_gan/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.184586966644623,3.0541280817557586,4.932903484247723,1.6920606481915175,Iris-versicolor
+1,5.108947716178339,3.0552653117702437,1.5100223820714571,0.26153915318701987,Iris-setosa
+2,5.1089477161730255,3.055419185805266,1.5100223820547056,0.26153087166018885,Iris-setosa
+3,5.1089477161730255,3.0583272634654066,1.5100223820547056,0.2615309375170631,Iris-setosa
+4,5.108947716173026,3.097880530804347,1.510022382054721,0.26153201715629754,Iris-setosa
+5,6.211202471088285,3.0541383789888115,4.997437521646204,1.701392690274653,Iris-virginica
+6,6.179372361794904,3.0540295284940018,4.899539633205132,1.6675090699940087,Iris-versicolor
+7,5.10894771617303,3.082703324997242,1.510022382054754,0.2615325354362331,Iris-setosa
+8,6.179368674381432,3.054102669962732,4.8994994953596365,1.666599121110925,Iris-versicolor
+9,5.108947716180306,3.054122031808886,4.899491293687755,0.26153538449639285,Iris-versicolor
+10,5.1089477161730255,3.056799136859357,1.5100223820547058,0.26153097113526486,Iris-setosa
+11,6.2252039436551385,3.0541509691760784,5.020684065803694,1.7029591089558602,Iris-virginica
+12,5.108947716173032,3.0544872475195177,1.5100223820547247,0.261531329722797,Iris-setosa
+13,6.179732729486106,3.054276948450279,4.901460190461617,1.6743164164838025,Iris-versicolor
+14,5.10894771617303,3.072998673710825,1.5100223820547427,0.2615323203803583,Iris-setosa
+15,5.1089477161730255,3.0543629484898465,1.5100223820547056,0.26153083501284563,Iris-setosa
+16,5.1089477161730255,3.054388497559274,1.5100223820547056,0.2615308457410003,Iris-setosa
+17,5.108947716173026,3.0565299346995953,1.51002238205471,0.26153124120038396,Iris-setosa
+18,6.179714397307517,3.0542363559651315,4.901469740999616,1.6738757961805937,Iris-versicolor
+19,5.1089477161730255,3.0560354580233273,1.5100223820547056,0.26153089158711046,Iris-setosa
+20,5.108947716173031,3.05613169068567,1.5100223820547287,0.26153152380037775,Iris-setosa
+21,5.1089477161730255,3.0607736978903923,1.5100223820547058,0.2615310141088545,Iris-setosa
+22,5.108947716173041,3.054118881627097,1.5100223820547405,0.2615313007944469,Iris-setosa
+23,6.179465568976029,3.05450053437084,4.899895166593416,1.6709488415237441,Iris-versicolor
+24,6.1987364658988096,3.0541296266545235,4.97167221812002,1.7002509774970798,Iris-virginica
+25,5.108947716173027,3.0546254974638583,1.5100223820547105,0.26153115173472496,Iris-setosa
+26,5.1089477161730255,3.0569823045425375,1.5100223820547058,0.2615309580600593,Iris-setosa
+27,5.10894771822157,3.054048545696461,4.899491304956019,1.6655073203798272,Iris-versicolor
+28,6.192751167348041,3.0540959074413503,4.958436801469489,1.6965716198652838,Iris-virginica
+29,5.108947716173026,3.0580466784262432,1.5100223820547092,0.2615312615824808,Iris-setosa
+30,6.224318367971938,3.054153117401763,5.019026546405442,1.7034117823102972,Iris-virginica
+31,5.108947716173026,3.0542396520828845,1.5100223820547083,0.26153102139170376,Iris-setosa
+0,6.185266175741536,3.054124136629847,4.935311708137831,1.6922765541710905,Iris-versicolor
+1,6.188861506570113,3.0541026795656023,4.946507777726208,1.6943481716372621,Iris-versicolor
+2,6.1795697637662785,3.0543702900133907,4.900500575865517,1.6725940854634058,Iris-versicolor
+3,5.108951326439497,3.05485910342341,4.899509290297105,1.6676411562070448,Iris-versicolor
+4,5.1089477161730255,3.054315818581649,1.5100223820547056,0.2615308617637068,Iris-setosa
+5,5.1089477161730255,3.055607597976462,1.5100223820547056,0.261530880191356,Iris-setosa
+6,6.207210881415675,3.05413837027265,4.988811533256842,1.7023449604409995,Iris-virginica
+7,5.1089477161730255,3.0588277865668663,1.5100223820547056,0.2615309343414047,Iris-setosa
+8,5.1089477161730255,3.0554850023086435,1.5100223820547056,0.26153087003277575,Iris-setosa
+9,5.1089477161730255,3.0544791794982453,1.5100223820547056,0.26153085400766496,Iris-setosa
+10,5.108947716176159,3.0540076774109877,4.899491293682142,1.6654320602375081,Iris-versicolor
+11,6.179500328924706,3.0541172824315503,4.900314640636476,1.6717902096709532,Iris-versicolor
+12,5.1089477161730255,3.056106177814097,1.5100223820547056,0.2615308781225662,Iris-setosa
+13,6.196189134525891,3.054112487876073,4.9675116479479025,1.6978865239857157,Iris-virginica
+14,5.1089477161730255,3.0557466912125806,1.5100223820547056,0.26153087386614937,Iris-setosa
+15,5.1089477161730255,3.0549200201610764,1.5100223820547056,0.2615308531242308,Iris-setosa
+16,5.1089477161730255,3.062579673289738,1.5100223820547063,0.26153109952523995,Iris-setosa
+17,6.185258246730174,3.0541244401610554,4.935186996152682,1.6923700291437351,Iris-versicolor
+18,5.1089477161730255,3.0548259743119845,1.5100223820547056,0.26153085105800755,Iris-setosa
+19,5.108947716183091,3.054035297344663,4.899491293707664,1.6654369836475023,Iris-versicolor
+20,6.1796666034320245,3.0542678955907894,4.90122275527745,1.6737495731566687,Iris-versicolor
+21,5.1089477161732395,3.0545719889855993,1.5100223820552716,0.2615327464801167,Iris-setosa
+22,5.1089477161730255,3.0548605184350164,1.5100223820547056,0.2615308520754505,Iris-setosa
+23,5.1089477161730255,3.0766211501110345,1.510022382054709,0.26153141516864825,Iris-setosa
+24,6.199725858436137,3.0541305934189684,4.973220652833474,1.7001177569008132,Iris-virginica
+25,6.200608490631606,3.054129277177949,4.975147388281097,1.7003699337798939,Iris-virginica
+26,6.179517842790001,3.0540259113136696,4.902117593904562,1.6750181818800904,Iris-versicolor
+27,5.1089477161730255,3.0570917775196986,1.5100223820547056,0.2615309145153628,Iris-setosa
+28,5.10894784314671,3.059894584373604,1.5100226894360422,0.26202655357400123,Iris-setosa
+29,5.108947716378399,3.055500470137288,1.5100223825744818,0.2615635742867938,Iris-setosa
+30,5.1089477161730255,3.056906134597556,1.5100223820547063,0.2615310372990854,Iris-setosa
+31,5.1089477161730255,3.054610824227168,1.5100223820547056,0.2615308504551446,Iris-setosa
+0,6.1796515311294975,3.054183924656031,4.901109357490586,1.673560469045561,Iris-versicolor
+1,5.1089477161730255,3.0550449004945803,1.5100223820547056,0.2615308716458377,Iris-setosa
+2,6.180407007439313,3.0542039613003724,4.908491574344848,1.6799531025222847,Iris-versicolor
+3,6.1795435761395545,3.054101874534378,4.900779167747924,1.6727208468248698,Iris-versicolor
+4,5.1089477161730255,3.061432619381342,1.5100223820547056,0.2615309487471382,Iris-setosa
+5,6.229841076022288,3.0541531012020284,5.027726168833068,1.7032321798567494,Iris-virginica
+6,6.179474526173208,3.054370339493015,4.899934154478054,1.6706038185481435,Iris-versicolor
+7,5.108947775516185,3.0540900105304027,4.89949160001379,1.6657593454946225,Iris-versicolor
+8,6.180883720597961,3.054034373324626,4.918037874087578,1.6864270616721981,Iris-versicolor
+9,5.108947716173061,3.054114089121741,1.5100223820547882,0.26153144532453293,Iris-setosa
+10,5.1089477161730255,3.0542846054661714,1.5100223820547056,0.2615308340985641,Iris-setosa
+11,6.201394954021364,3.0540866575123395,4.981170621344059,1.6982933766589723,Iris-virginica
+12,6.197767213454705,3.0541329509583055,4.969751392155722,1.6998397561331295,Iris-virginica
+13,6.179388480590312,3.054038798351956,4.899672077197884,1.6690493668657247,Iris-versicolor
+14,5.108947716173074,3.0570841463378553,1.510022382054917,0.26153271128492744,Iris-setosa
+15,6.1804612239630305,3.0541433541813925,4.909962555742851,1.6814777250032453,Iris-versicolor
+16,5.1089477161730255,3.0630971181711835,1.5100223820547058,0.26153097279604626,Iris-setosa
+17,5.1089477161730255,3.0546065600243395,1.5100223820547056,0.2615308928232934,Iris-setosa
+18,6.200296857408449,3.0541336556970733,4.97473269888717,1.7002588731143153,Iris-virginica
+19,5.1089477161730255,3.054379813495297,1.5100223820547056,0.26153084769845597,Iris-setosa
+20,5.1089477161730255,3.0587614493577315,1.5100223820547056,0.26153092779568915,Iris-setosa
+21,5.1089477161730255,3.0552385334075964,1.5100223820547056,0.261530913899761,Iris-setosa
+22,5.108947716173029,3.2037732241261323,1.510022382054802,0.26153391574680973,Iris-setosa
+23,6.201855853166681,3.0541401003112396,4.978742943059639,1.7007326819267905,Iris-virginica
+24,5.108947716173027,3.0590025203260716,1.5100223820547156,0.261531447460105,Iris-setosa
+25,5.108948425387536,3.05449101551743,4.89949467416631,1.666537506238495,Iris-versicolor
+26,6.186945396450478,3.0541231791223926,4.941634326882232,1.6940758902980966,Iris-versicolor
+27,6.217204182615885,3.0541483119416504,5.006813451609996,1.7034327056959717,Iris-virginica
+28,5.108947716173026,3.054271848602752,1.510022382054708,0.2615310285348357,Iris-setosa
+29,5.108947716173033,3.0912737276114925,1.5100223820547793,0.26153295057309084,Iris-setosa
+30,6.18012363687493,3.0541134228447655,4.907068306552956,1.6792409194789581,Iris-versicolor
+31,6.180125068966768,3.054021339116215,4.911321952650809,1.6849552060579942,Iris-versicolor
+0,6.206415001932761,3.054142576556396,4.987369175332439,1.701833921509402,Iris-virginica
+1,5.1089477161730255,3.0552267746138546,1.5100223820547056,0.26153086344641663,Iris-setosa
+2,6.18066612438288,3.054210414253377,4.912460231700929,1.6826879599928772,Iris-versicolor
+3,6.180261170415433,3.0541847923983405,4.907073600074263,1.678937108688941,Iris-versicolor
+4,6.179760118580189,3.0542694796431054,4.901817091401124,1.67451606630103,Iris-versicolor
+5,6.181070086875318,3.0540812410216294,4.9165655294436865,1.6847522658564769,Iris-versicolor
+6,5.108947716173038,3.0540889475800332,1.510022382054733,0.2615312000153291,Iris-setosa
+7,6.17937520091079,3.054063673503617,4.899536759837337,1.6676630257617266,Iris-versicolor
+8,5.1089477161730255,3.0541673068097315,1.5100223820547067,0.2615309538911795,Iris-setosa
+9,6.179374988757458,3.05404101901737,4.899548166145345,1.6677668052081773,Iris-versicolor
+10,6.1945883303658835,3.054125818584907,4.9627009408086336,1.6982574972776747,Iris-virginica
+11,5.108947716173089,3.054039286768296,1.5100223820548409,0.2615314119079995,Iris-setosa
+12,6.200934576365583,3.0541200532150508,4.977163497628923,1.6991913073604183,Iris-virginica
+13,5.1089477161730255,3.0542544146696637,1.5100223820547056,0.2615308376244701,Iris-setosa
+14,5.108947716173036,3.054062889715678,1.5100223820547283,0.26153116534471227,Iris-setosa
+15,5.108947716173026,3.0543771301752707,1.510022382054707,0.2615310042842707,Iris-setosa
+16,5.1089477161730255,3.0543079080046924,1.5100223820547056,0.2615308466591074,Iris-setosa
+17,5.108947716175744,3.06088778668512,1.5100223820668948,0.26154247320917295,Iris-setosa
+18,6.195510177459015,3.0541115251992936,4.96420777150879,1.6973250444580592,Iris-virginica
+19,5.1089477161730255,3.055199659276602,1.5100223820547056,0.2615308820127235,Iris-setosa
+20,6.205428725783438,3.0541429011925385,4.985844641195992,1.7019898175353325,Iris-virginica
+21,6.1796655826319435,3.054277183044573,4.90128638774969,1.674275948998481,Iris-versicolor
+22,5.1089477161730255,3.054794469701902,1.5100223820547056,0.2615308558461325,Iris-setosa
+23,5.1089477161730255,3.0544265927446412,1.510022382054706,0.26153094295709506,Iris-setosa
diff --git a/iris/lct_gan/3/4/test.csv b/iris/lct_gan/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/train.csv b/iris/lct_gan/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/4/val.csv b/iris/lct_gan/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/synth.csv b/iris/lct_gan/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f0d284b7957d7b0e55dce9e453863c52b6ca990
--- /dev/null
+++ b/iris/lct_gan/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0545097033200435,1.5100223820547056,0.2615308520396467,Iris-setosa
+1,5.1089477161730255,3.0579906583350844,1.5100223820547058,0.2615309673093431,Iris-setosa
+2,5.1089477161730255,3.0553104698889975,1.5100223820547058,0.26153091737071504,Iris-setosa
+3,5.1089477161730255,3.0549257881721936,1.5100223820547056,0.26153085257987496,Iris-setosa
+4,5.108947728451269,3.0540502464547847,4.899491343338117,1.6655892230580767,Iris-versicolor
+5,6.180347905262788,3.054012715320156,4.915585214947586,1.688371171445318,Iris-versicolor
+6,6.188044751470631,3.054070606876859,4.944858869289374,1.6946227205193942,Iris-versicolor
+7,6.179968981675627,3.054219820236897,4.904133411295771,1.6773334305247458,Iris-versicolor
+8,6.191081550273277,3.054121334541114,4.953031656588447,1.696593929877952,Iris-versicolor
+9,5.1089477161730255,3.0585311245487867,1.510022382054706,0.2615310095549942,Iris-setosa
+10,6.1820484674778475,3.0541582366059608,4.921303332631651,1.6867004457876553,Iris-versicolor
+11,6.191319059475679,3.054123158570866,4.9536230739276315,1.6967819793368812,Iris-versicolor
+12,5.108947818810176,3.062644920588774,1.5100227110797255,0.26208432001138005,Iris-setosa
+13,5.1089477161730255,3.057803931137533,1.5100223820547058,0.26153094173820873,Iris-setosa
+14,5.1089477161730255,3.0992043385084287,1.5100223820547098,0.2615315441235431,Iris-setosa
+15,5.1089477161730255,3.0543541759058903,1.5100223820547056,0.2615308675305397,Iris-setosa
+16,5.1089477161730255,3.05459248476916,1.5100223820547056,0.26153084683887867,Iris-setosa
+17,5.1089477161730255,3.0550794201167712,1.5100223820547056,0.26153087190219887,Iris-setosa
+18,6.17938721681126,3.0540137908668257,4.899837574388951,1.6695570077455244,Iris-versicolor
+19,6.185167163144623,3.0540994268148407,4.934006418959477,1.6915285047970734,Iris-versicolor
+20,5.108947716180961,3.060385490668599,1.510022382086373,0.2615464258703769,Iris-setosa
+21,5.108947716179064,3.0540108388385745,4.899491293696597,1.6654337366056606,Iris-versicolor
+22,6.180355160799696,3.0540384969809216,4.912398948951822,1.683922381019934,Iris-versicolor
+23,6.1801419259591714,3.054103232809181,4.908628549289574,1.680547149839712,Iris-versicolor
+24,5.1089477161730255,3.054979085701734,1.5100223820547056,0.2615308966060989,Iris-setosa
+25,5.108949949260265,3.055233233880731,4.899501021438759,1.667363307356583,Iris-versicolor
+26,6.181185859469673,3.0541618525175442,4.917224724491893,1.6853746183091636,Iris-versicolor
+27,6.221640627961599,3.054151276555982,5.014158320295135,1.7039809682213878,Iris-virginica
+28,6.179848096758296,3.054190044722097,4.902997036803338,1.6758983343921494,Iris-versicolor
+29,5.1089477161730255,3.054425805246359,1.5100223820547056,0.2615308899694908,Iris-setosa
+30,5.108947716173557,3.054014617177496,4.899491293666908,1.6654300794661776,Iris-versicolor
+31,5.1089477161730255,3.0548313583088946,1.5100223820547056,0.26153086107730633,Iris-setosa
+0,5.1089477161730255,3.093586120803328,1.5100223820547105,0.26153158308943714,Iris-setosa
+1,6.179537392416589,3.0544274917796055,4.900363694624404,1.6723251638398802,Iris-versicolor
+2,5.1089477161730255,3.0573949431778407,1.5100223820547058,0.26153094973379654,Iris-setosa
+3,6.197691658823615,3.054134510459471,4.970020339307968,1.6996333053183288,Iris-virginica
+4,6.196176289708751,3.054129159755028,4.965856104630847,1.6990941912684203,Iris-virginica
+5,5.1089477161730255,3.0552656368717512,1.5100223820547056,0.2615309083140297,Iris-setosa
+6,5.1089477161730255,3.0570426245061277,1.5100223820547063,0.26153103506900877,Iris-setosa
+7,6.191721123725288,3.054041776795176,4.961326176117319,1.6973855046576432,Iris-virginica
+8,6.180042114395668,3.0540512671135334,4.910339384577933,1.681001863982819,Iris-versicolor
+9,6.180591910077505,3.054197774435556,4.9112560282995865,1.6824014224968888,Iris-versicolor
+10,6.184096053963813,3.0541491541266144,4.931599839719227,1.6916220221841909,Iris-versicolor
+11,6.18988768224641,3.0541123557878636,4.949689352874164,1.6955043999524724,Iris-versicolor
+12,5.1089477161730255,3.0543722930954895,1.510022382054706,0.26153093693031176,Iris-setosa
+13,6.17939475083967,3.0541708402636596,4.899615413821932,1.668735111511792,Iris-versicolor
+14,6.179450904533832,3.0543966639360787,4.89982217482551,1.670093289405882,Iris-versicolor
+15,6.179366512512857,3.054004242077551,4.8994914870174116,1.6656162980971578,Iris-versicolor
+16,6.179366681539895,3.05402164480917,4.899492193456917,1.6658909096833783,Iris-versicolor
+17,5.1089477161730255,3.0549649838830137,1.5100223820547056,0.2615308539357838,Iris-setosa
+18,5.1089477161730255,3.054385297130637,1.5100223820547056,0.26153083908879327,Iris-setosa
+19,6.215673055872002,3.054144276182751,5.00482266236586,1.7023637761536432,Iris-virginica
+20,6.212867129829379,3.0541436670199023,4.999425884562795,1.7033421410086882,Iris-virginica
+21,6.20659054033045,3.054140115668286,4.988200042434614,1.701246047129086,Iris-virginica
+22,6.184443437455955,3.054103815968185,4.931453062536286,1.6907166379548215,Iris-versicolor
+23,6.2030701290033265,3.0541346244110206,4.980457850107077,1.7014279040749933,Iris-virginica
+24,6.189910047733486,3.054122154891653,4.950088289899312,1.6962776353666753,Iris-versicolor
+25,5.1089477161730255,3.0542844559959486,1.5100223820547056,0.2615308420399747,Iris-setosa
+26,6.206988375495127,3.0541405694872505,4.988458114886857,1.7021910187434672,Iris-virginica
+27,5.1089477161730255,3.055784400975068,1.5100223820547056,0.2615308808484332,Iris-setosa
+28,6.1810181753109505,3.0541345295771705,4.9163585708955,1.6846694059213014,Iris-versicolor
+29,5.1089477161730255,3.057098654860473,1.5100223820547056,0.2615309040889302,Iris-setosa
+30,5.1089477161730255,3.078256181080415,1.5100223820547065,0.2615311900876721,Iris-setosa
+31,5.1089477161730255,3.0579311318566345,1.5100223820547056,0.2615309103478617,Iris-setosa
+0,6.179512983205134,3.054416876853154,4.900275922235221,1.6720197674011124,Iris-versicolor
+1,5.1089477161730255,3.0543111040815374,1.5100223820547056,0.2615308371068226,Iris-setosa
+2,6.179737532610405,3.0541156013191784,4.9023566264470855,1.6746490103875604,Iris-versicolor
+3,6.179421763789598,3.0541092603556437,4.89980008727662,1.669653249039022,Iris-versicolor
+4,5.1089477161730255,3.0550875878016286,1.5100223820547056,0.2615308639089241,Iris-setosa
+5,5.108947716534431,3.0540496788383438,4.899491295037032,1.6654712518666859,Iris-versicolor
+6,5.108947716796645,3.054048883762158,4.89949129644769,1.6654828401939556,Iris-versicolor
+7,5.1089477161730255,3.0562837210701437,1.5100223820547056,0.26153089634958965,Iris-setosa
+8,5.1089477161730255,3.0546639066825914,1.5100223820547056,0.26153085225758615,Iris-setosa
+9,6.202338350902697,3.05413804606414,4.979869040444661,1.7012860635528029,Iris-virginica
+10,5.1089477161730255,3.0545780321909675,1.5100223820547056,0.2615308467962411,Iris-setosa
+11,5.1089477161730255,3.054351536556573,1.5100223820547056,0.26153083812242256,Iris-setosa
+12,5.1089477161730255,3.054641456416136,1.510022382054706,0.26153095976871976,Iris-setosa
+13,5.1089477180845675,3.1013705935919536,1.5100223924583716,0.26176376426658804,Iris-setosa
+14,5.1089477161730255,3.055064730177249,1.5100223820547056,0.2615308577137325,Iris-setosa
+15,5.1089477161730255,3.054276742834392,1.5100223820547058,0.26153089695587656,Iris-setosa
+16,5.1089477161730255,3.0544092547522173,1.5100223820547056,0.2615308446090955,Iris-setosa
+17,6.179424374363691,3.05406275360269,4.899921082921762,1.6702581112313384,Iris-versicolor
+18,5.1089477161730255,3.081507997891921,1.5100223820547098,0.2615314822909489,Iris-setosa
+19,5.1089477161730255,3.054372249753653,1.5100223820547056,0.2615308694215152,Iris-setosa
+20,6.196154194726943,3.0541278308736874,4.965733687651392,1.6991373267872103,Iris-virginica
+21,5.1089477161730255,3.0585294224698325,1.5100223820547056,0.26153094649885344,Iris-setosa
+22,6.180833008006362,3.054070340342171,4.914893636556096,1.6851081852732601,Iris-versicolor
+23,5.1089477161730255,3.0551655826819375,1.5100223820547058,0.2615309190979938,Iris-setosa
+24,6.201198885110477,3.054092868406343,4.979916153722307,1.6973370053393757,Iris-virginica
+25,5.1089477161730255,3.057833110381354,1.510022382054706,0.2615310179802624,Iris-setosa
+26,5.1089477161730255,3.054412291598751,1.5100223820547056,0.2615308405576713,Iris-setosa
+27,5.1089477161730255,3.055158798615412,1.5100223820547056,0.26153086103432116,Iris-setosa
+28,5.108947716173136,3.0540199469609504,4.899491293665025,1.6654289669370783,Iris-versicolor
+29,6.188436927637223,3.054118737955071,4.946128198167341,1.6948347537313397,Iris-versicolor
+30,5.1089477161730255,3.0543173690270624,1.5100223820547058,0.26153090480740004,Iris-setosa
+31,6.17945493444902,3.0540201960460203,4.900998245817832,1.6732918948944466,Iris-versicolor
+0,5.1089477161730255,3.054815496202857,1.5100223820547056,0.26153085284735983,Iris-setosa
+1,5.108947716173026,3.0580653099322634,1.5100223820547083,0.2615312225897417,Iris-setosa
+2,5.1089477161730255,3.0569752702353905,1.5100223820547056,0.26153091360207265,Iris-setosa
+3,5.1089477161730255,3.0555203087750895,1.5100223820547056,0.26153087117498386,Iris-setosa
+4,5.1089477161730255,3.0596573892672483,1.5100223820547056,0.2615309255185995,Iris-setosa
+5,6.179382271092165,3.0540395227586856,4.899617051705392,1.668356802555204,Iris-versicolor
+6,5.1089477161730255,3.0542825749904217,1.5100223820547065,0.2615309674027311,Iris-setosa
+7,6.184945994063897,3.054142267704933,4.933934529625813,1.6916373680666983,Iris-versicolor
+8,5.108947716173105,3.054078132288773,1.5100223820548826,0.26153154419446145,Iris-setosa
+9,5.1089477161730255,3.0596491139195576,1.5100223820547058,0.26153098783660383,Iris-setosa
+10,5.1089477161730255,3.0547970433970155,1.5100223820547056,0.26153085026827755,Iris-setosa
+11,5.108947716173046,3.0562825065931407,1.510022382054785,0.261531972174103,Iris-setosa
+12,5.1089477161730255,3.055098351368193,1.5100223820547056,0.2615308607863576,Iris-setosa
+13,5.108947716173026,3.0547080757622647,1.510022382054708,0.2615310821498121,Iris-setosa
+14,5.1089477161730255,3.058324201816174,1.5100223820547056,0.26153092344653955,Iris-setosa
+15,6.193055436971619,3.054066115355781,4.959329677499344,1.6957873827893788,Iris-virginica
+16,5.108947716173125,3.0540456105887888,1.5100223820549095,0.2615315100382989,Iris-setosa
+17,5.1089477161730255,3.060057939278187,1.5100223820547056,0.26153095674283994,Iris-setosa
+18,5.108947716173026,3.0640727704347426,1.5100223820547096,0.26153135416186996,Iris-setosa
+19,5.108947716188124,3.0607205635656327,1.5100223821138308,0.261551050965851,Iris-setosa
+20,5.1089477161730255,3.0542260038064253,1.5100223820547056,0.2615308651996289,Iris-setosa
+21,5.1089477161730255,3.0574668015785327,1.5100223820547056,0.26153090021097053,Iris-setosa
+22,5.1089477161730255,3.0544039136443564,1.5100223820547056,0.26153084573281055,Iris-setosa
+23,5.1089477161730255,3.054550135845389,1.5100223820547058,0.2615309243657548,Iris-setosa
diff --git a/iris/lct_gan/3/5/test.csv b/iris/lct_gan/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/train.csv b/iris/lct_gan/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/5/val.csv b/iris/lct_gan/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/synth.csv b/iris/lct_gan/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16de89c8a4f0595533d52f6b11e9b0e0a87c8982
--- /dev/null
+++ b/iris/lct_gan/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.211978436363816,3.05413878549147,4.997542791743881,1.7038650168408356,Iris-virginica
+1,5.1089477161730255,3.0548365795035024,1.5100223820547056,0.2615308557423586,Iris-setosa
+2,6.193429199956193,3.0541211121343528,4.95965503676702,1.6979192157562533,Iris-virginica
+3,5.1089477161730255,3.055244831079604,1.5100223820547056,0.2615308623325975,Iris-setosa
+4,5.1089477161730255,3.054514128564334,1.5100223820547056,0.26153084210116795,Iris-setosa
+5,5.108947721665642,3.0540339649982395,4.899491318986092,1.6655327640547988,Iris-versicolor
+6,6.1793877067030865,3.05401085184993,4.899881705492933,1.6700954003415645,Iris-versicolor
+7,6.179438454782706,3.054197754072691,4.899855304109154,1.6701859421902858,Iris-versicolor
+8,5.1089477161730255,3.0561396667910565,1.5100223820547056,0.26153088175092726,Iris-setosa
+9,6.179371533838896,3.0540258265197555,4.899529860884409,1.6673898245586831,Iris-versicolor
+10,5.108947790366914,3.054990873775741,4.899491618355926,1.6659791362728513,Iris-versicolor
+11,5.108947716173043,3.054177393836134,1.5100223820547451,0.2615313840272447,Iris-setosa
+12,5.1089477161730255,3.0579569262614847,1.5100223820547058,0.26153094610156713,Iris-setosa
+13,5.1089477161730255,3.05434064178222,1.5100223820547056,0.26153083575606684,Iris-setosa
+14,6.210873637076563,3.054137312938104,4.995926238509933,1.7014023314105748,Iris-virginica
+15,5.1089477161730255,3.05755092509014,1.5100223820547056,0.26153090898418757,Iris-setosa
+16,5.108947736901781,3.0544960038282745,4.899491370107856,1.6657012938712246,Iris-versicolor
+17,5.108947716173027,3.054681326076166,1.5100223820547114,0.2615311622462505,Iris-setosa
+18,5.1089477161730255,3.054342942949499,1.5100223820547056,0.26153083513993236,Iris-setosa
+19,5.108947971496171,3.055408094319849,4.899492256432066,1.6663059457499507,Iris-versicolor
+20,5.1089477161730255,3.0548240479522315,1.5100223820547056,0.2615308742533574,Iris-setosa
+21,5.108947716173028,3.075211197651433,1.5100223820547338,0.2615321091234462,Iris-setosa
+22,5.108947716173212,3.0541120611111685,1.5100223820550611,0.2615319289033377,Iris-setosa
+23,5.108947716173026,3.0721099574742983,1.5100223820547103,0.2615314521787273,Iris-setosa
+24,5.108947716876677,3.0555175892320547,1.5100223835515132,0.2615819687775721,Iris-setosa
+25,6.179366822332064,3.0540096015594704,4.899493859577052,1.6660557774408538,Iris-versicolor
+26,5.1089477161730255,3.0555101850477357,1.5100223820547056,0.26153086661874786,Iris-setosa
+27,6.1850558042132135,3.0540427730694253,4.936474069114181,1.692346166108834,Iris-versicolor
+28,5.1089477161730255,3.054670539920531,1.5100223820547056,0.2615308466235172,Iris-setosa
+29,6.219474937690586,3.0541500485959703,5.010736723196123,1.7037315939601607,Iris-virginica
+30,5.1089477161730255,3.055420661289174,1.5100223820547056,0.26153086583033386,Iris-setosa
+31,5.108947716176892,3.152310528454401,1.5100223820983305,0.2615651742688628,Iris-setosa
+0,6.179683549881148,3.0543033792229672,4.901370832585807,1.6742829702250477,Iris-versicolor
+1,6.225516048170979,3.0541525979034394,5.02066295425268,1.7034633909356829,Iris-virginica
+2,6.179428146164871,3.054067383318321,4.899954207148929,1.6704221434950712,Iris-versicolor
+3,5.108947716666973,3.116080364809069,1.510022385177208,0.2617035139062852,Iris-setosa
+4,6.179793180833797,3.0540680374832276,4.9045896152009005,1.6775992069519845,Iris-versicolor
+5,5.1089477161730255,3.054215452949421,1.5100223820547056,0.26153087177442846,Iris-setosa
+6,5.108947716920006,3.055354860784292,1.5100223839414275,0.26158848383203004,Iris-setosa
+7,5.108947716173026,3.054215092706564,1.5100223820547072,0.2615309862210009,Iris-setosa
+8,6.179491180025219,3.0540696900196704,4.900548937482433,1.6722645274571015,Iris-versicolor
+9,6.179366499390907,3.0540066870056837,4.8994913587654905,1.665556090243295,Iris-versicolor
+10,6.182365586450228,3.0540651667657275,4.923754542541209,1.6901582090065517,Iris-versicolor
+11,5.1089477161730255,3.055606487137513,1.5100223820547056,0.2615308936242639,Iris-setosa
+12,5.10894772912181,3.062753839152655,1.5100224284464252,0.2618031864255655,Iris-setosa
+13,5.108947721859983,3.0540478116428393,4.899491315950456,1.6655447564156067,Iris-versicolor
+14,5.1089477161730255,3.0549497000873798,1.5100223820547056,0.26153085296722256,Iris-setosa
+15,6.179504558456268,3.0541223168009575,4.900389713450236,1.6722869068011195,Iris-versicolor
+16,6.211577232432506,3.054133602167515,4.997111386954261,1.703882122923962,Iris-virginica
+17,6.196255798736433,3.0541139203954675,4.966305894479703,1.6977179329818248,Iris-virginica
+18,5.1089477161730255,3.054384164331489,1.5100223820547056,0.26153084121293674,Iris-setosa
+19,5.108947716173031,3.125940345188664,1.5100223820547949,0.2615334139320541,Iris-setosa
+20,6.199525515820894,3.054122225853534,4.9742052352897534,1.6992201916163634,Iris-virginica
+21,5.108947716173661,3.0543998379521047,1.51002238205661,0.26153337844207053,Iris-setosa
+22,6.183613941418932,3.0541018587056774,4.929322334225627,1.6900966574499572,Iris-versicolor
+23,5.1089477161730255,3.0562498050641533,1.5100223820547056,0.2615308966084576,Iris-setosa
+24,5.1089477161730255,3.0656651653123848,1.5100223820547058,0.2615310397985241,Iris-setosa
+25,5.1089477161730255,3.054633943713718,1.5100223820547056,0.26153086710958734,Iris-setosa
+26,5.1089477161730255,3.0546515764708793,1.5100223820547056,0.26153087065822794,Iris-setosa
+27,5.1089477161730565,3.0722173643312622,1.5100223820549263,0.2615336790113422,Iris-setosa
+28,5.1089477161730255,3.059515595907652,1.5100223820547056,0.2615309396325013,Iris-setosa
+29,6.19257244005578,3.0541291697163553,4.958074665829921,1.698023806583411,Iris-virginica
+30,5.1089477161730255,3.056846352545653,1.5100223820547056,0.2615308945952721,Iris-setosa
+31,5.1089477161730255,3.0564505733062646,1.5100223820547056,0.2615308947005558,Iris-setosa
+0,5.1089477161730255,3.0543238153643366,1.5100223820547056,0.26153083514299175,Iris-setosa
+1,5.1089477161730255,3.057610794077265,1.5100223820547056,0.2615309119927594,Iris-setosa
+2,5.1089477161730255,3.0546119847218254,1.5100223820547056,0.2615308479448329,Iris-setosa
+3,6.180673814610598,3.0540828648500797,4.915118606521583,1.6850335439578437,Iris-versicolor
+4,5.1089477161730255,3.0547849179962347,1.5100223820547056,0.2615308512542066,Iris-setosa
+5,5.1089477161730255,3.0541949222131723,1.5100223820547056,0.26153087889650367,Iris-setosa
+6,6.185948677264033,3.0540862693161355,4.937039178309079,1.6916024430110377,Iris-versicolor
+7,6.201461273825714,3.0541308292458513,4.976881393277822,1.7005068118087723,Iris-virginica
+8,5.1089477161730255,3.0543387056875333,1.5100223820547056,0.261530860332037,Iris-setosa
+9,5.1089477161730255,3.0572053177370755,1.5100223820547056,0.2615308968055112,Iris-setosa
+10,6.216354012446888,3.05414641683682,5.00533277897201,1.7041964989960094,Iris-virginica
+11,6.179994722683251,3.0542741845089028,4.904109720599224,1.6774171004132181,Iris-versicolor
+12,6.184015382390941,3.0540899670187707,4.930389255482912,1.6905737338081603,Iris-versicolor
+13,5.108947716173032,3.0540291733512936,1.5100223820547185,0.2615310395356112,Iris-setosa
+14,5.1089477161730255,3.065273429567018,1.5100223820547065,0.26153114775160696,Iris-setosa
+15,5.1089477161730255,3.0571830669487197,1.5100223820547056,0.2615309192014886,Iris-setosa
+16,6.184610584612919,3.054144606202035,4.93369750931708,1.692006385398933,Iris-versicolor
+17,5.1089477161730255,3.054652150303717,1.5100223820547056,0.261530859666397,Iris-setosa
+18,5.1089477161730255,3.0584236581250965,1.5100223820547056,0.26153091708105963,Iris-setosa
+19,6.179366602255209,3.054015658559139,4.8994919125435965,1.6657643187699789,Iris-versicolor
+20,6.216634545930411,3.0541460757242396,5.006442173468182,1.7025975092623795,Iris-virginica
+21,6.1793773574671125,3.054565688496247,4.899525540243428,1.6678606637463185,Iris-versicolor
+22,6.180254317499123,3.0541592948586587,4.907734535918682,1.679961471224024,Iris-versicolor
+23,5.1089477161730255,3.0595173555409434,1.5100223820547056,0.2615309465228385,Iris-setosa
+24,6.192883034482935,3.054108339863577,4.958235616392711,1.6969110433148178,Iris-virginica
+25,5.10894772555478,3.055192246338389,1.5100224033556038,0.26166401419144164,Iris-setosa
+26,5.1089477161730255,3.0543966030612992,1.5100223820547058,0.2615309170225155,Iris-setosa
+27,5.108947716175477,3.0540484804164354,4.8994912936746235,1.6654329428369803,Iris-versicolor
+28,5.1089477161730255,3.0544664628574587,1.5100223820547056,0.26153083859456966,Iris-setosa
+29,5.1089477161730255,3.058450833834031,1.5100223820547056,0.26153093861151183,Iris-setosa
+30,5.108947716173026,3.0540834590835146,1.510022382054707,0.26153094167236085,Iris-setosa
+31,5.1089477161730255,3.054936555461678,1.5100223820547056,0.26153086273546705,Iris-setosa
+0,6.179373816821464,3.0540169928644976,4.8995776568659135,1.6678733766688634,Iris-versicolor
+1,5.108947716178743,3.062910465834518,1.5100223820784644,0.26154688784087193,Iris-setosa
+2,5.108947716173195,3.0540689696282866,1.510022382055013,0.2615317707628998,Iris-setosa
+3,6.190682058612424,3.0540829882158387,4.9526443446738835,1.6949043069413516,Iris-virginica
+4,5.108948092964878,3.0545819760717134,4.899492707021544,1.6663064474846152,Iris-versicolor
+5,5.1089477161730255,3.058833757326216,1.5100223820547056,0.2615309178628364,Iris-setosa
+6,5.1089477161730255,3.0550350787262555,1.5100223820547063,0.2615309866597512,Iris-setosa
+7,6.191973304352564,3.054124228520578,4.9551466512905895,1.6970968513319948,Iris-virginica
+8,5.1089477161730255,3.0558297851857703,1.5100223820547056,0.26153087450289336,Iris-setosa
+9,5.1089477161730255,3.0542850789059326,1.5100223820547056,0.26153086678141907,Iris-setosa
+10,6.202600107974191,3.0541175044232562,4.981317945701383,1.6997316122782156,Iris-virginica
+11,5.1089477161730255,3.0541149700577783,1.510022382054706,0.2615309040386584,Iris-setosa
+12,6.1793676006881215,3.0540289536706915,4.899497785035877,1.6663397145014394,Iris-versicolor
+13,6.186505505385649,3.0541331276838273,4.939399776140975,1.6936108482308743,Iris-versicolor
+14,6.211737084313387,3.0541393920256352,4.997206639070681,1.703785988890141,Iris-virginica
+15,6.198432790271333,3.0541350413781045,4.970948203231164,1.7000961646715302,Iris-virginica
+16,5.1089477161730255,3.063325971118521,1.5100223820547058,0.26153100548874314,Iris-setosa
+17,6.179389061920098,3.0540087157929126,4.899969667463383,1.6705986533625914,Iris-versicolor
+18,5.1089477161730255,3.054965565362931,1.5100223820547056,0.26153085220265976,Iris-setosa
+19,6.22859400769655,3.054121004433788,5.029511095441139,1.701967709807073,Iris-virginica
+20,6.17937174950195,3.0540409901175716,4.899522970007799,1.6673067240029413,Iris-versicolor
+21,6.188911240497358,3.054124769073525,4.947343653819011,1.69574383943912,Iris-versicolor
+22,5.108947716173926,3.0649772267761994,1.5100223820590404,0.26153918723730624,Iris-setosa
+23,6.179480641768761,3.054023407857235,4.90149976015873,1.6740209156677932,Iris-versicolor
diff --git a/iris/lct_gan/3/6/test.csv b/iris/lct_gan/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/train.csv b/iris/lct_gan/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/6/val.csv b/iris/lct_gan/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/synth.csv b/iris/lct_gan/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ff155e99a78913d98ca725545f22c308bba3415
--- /dev/null
+++ b/iris/lct_gan/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.05458355811164,1.5100223820547056,0.26153084804654725,Iris-setosa
+1,5.1089477161730255,3.054333754857441,1.5100223820547056,0.2615308364421255,Iris-setosa
+2,6.18391099489619,3.0541026049751316,4.929509658593631,1.6898627677339368,Iris-versicolor
+3,5.1089477161730255,3.1039478655261643,1.510022382054711,0.26153165658928434,Iris-setosa
+4,5.1089477161730255,3.05520575188613,1.5100223820547056,0.2615308640843057,Iris-setosa
+5,5.108947716225327,3.055675471343045,1.5100223822128902,0.2615526259540341,Iris-setosa
+6,5.108947716185398,3.0540228530006006,4.89949129371625,1.6654366934228402,Iris-versicolor
+7,5.1089477161730255,3.0545487200288264,1.5100223820547056,0.2615308441767061,Iris-setosa
+8,5.108947716173208,3.060839765439347,1.5100223820556704,0.2615347004512032,Iris-setosa
+9,6.179753559524627,3.054024246570827,4.907731019150762,1.6814991312613787,Iris-versicolor
+10,5.1089477161730255,3.0547083082938595,1.5100223820547056,0.26153084783442176,Iris-setosa
+11,6.2012048585360775,3.054121618363484,4.9780246938254145,1.6996369431750302,Iris-virginica
+12,6.186744369903102,3.05409529024781,4.941134281411421,1.6933702178763377,Iris-versicolor
+13,6.224650478722726,3.0541259387371316,5.022321761855764,1.7021397396459084,Iris-virginica
+14,6.179566471711071,3.054015205035744,4.905296103703462,1.6799438871624162,Iris-versicolor
+15,5.1089477161730255,3.054406293747609,1.5100223820547056,0.26153083658409604,Iris-setosa
+16,5.1089477161730255,3.058167359406167,1.5100223820547056,0.2615309063639233,Iris-setosa
+17,5.1089477161730255,3.0587822321080202,1.5100223820547058,0.261530961099111,Iris-setosa
+18,5.1089477709111595,3.0565661973528653,1.5100224970517389,0.2618309841654917,Iris-setosa
+19,6.1943583186213385,3.0541277984490636,4.961774690268187,1.6985776645565789,Iris-virginica
+20,5.1089477161730255,3.0543985860949685,1.5100223820547056,0.26153085877287596,Iris-setosa
+21,5.1089477161730255,3.0559972600551717,1.5100223820547056,0.261530904757208,Iris-setosa
+22,5.108947716175749,3.0551030054211576,1.5100223820617533,0.261536332689999,Iris-setosa
+23,5.1089477161730255,3.058426057295739,1.5100223820547065,0.26153108820195914,Iris-setosa
+24,5.1089477161730255,3.0554563178107563,1.5100223820547056,0.2615308682018427,Iris-setosa
+25,5.1089477161730255,3.0623340337949823,1.5100223820547058,0.26153097910650297,Iris-setosa
+26,5.1089477161730255,3.055694769956151,1.5100223820547056,0.2615308779935595,Iris-setosa
+27,6.214588089919423,3.054146961389392,5.002247853580182,1.7028403190682853,Iris-virginica
+28,6.196986228493795,3.0541272516954407,4.96733208094928,1.6991783709462285,Iris-virginica
+29,6.193455026237466,3.0541283640688364,4.959653879884041,1.6982318952493904,Iris-virginica
+30,6.179937795616576,3.0541015439868415,4.905255275896109,1.6783116934219238,Iris-versicolor
+31,5.108947716173141,3.0544569387215263,1.510022382055101,0.26153242608707067,Iris-setosa
+0,5.1089477161730255,3.054476739224549,1.5100223820547056,0.26153084079175365,Iris-setosa
+1,6.179385024169821,3.0541286591731645,4.899581839061395,1.6682175117953564,Iris-versicolor
+2,6.17939625286995,3.054009107705748,4.900129235336053,1.670899075073103,Iris-versicolor
+3,5.1089477161730255,3.054419176184127,1.5100223820547056,0.2615308832662201,Iris-setosa
+4,6.190432377370159,3.0541075187332374,4.952525360822838,1.695874110598204,Iris-versicolor
+5,5.1089477161730255,3.055089439702974,1.5100223820547056,0.261530855814556,Iris-setosa
+6,5.1089477161730255,3.0545203770837306,1.5100223820547056,0.26153084134342186,Iris-setosa
+7,6.193610787074762,3.0541067034388267,4.959124627808074,1.6966127227520333,Iris-virginica
+8,5.1089477161730255,3.05413395350555,1.510022382054706,0.26153091010111734,Iris-setosa
+9,6.1891757988321645,3.0541135517383067,4.947376521802461,1.695131469069463,Iris-versicolor
+10,5.1089477161730255,3.0547204359082687,1.5100223820547056,0.2615308495501039,Iris-setosa
+11,6.184369985863886,3.054035293099779,4.936165206372445,1.6940777173830768,Iris-virginica
+12,5.108947716426792,3.0540793671852393,4.899491294936552,1.665465440618736,Iris-versicolor
+13,5.1089477161730255,3.054422582656284,1.5100223820547056,0.2615308409298673,Iris-setosa
+14,5.108947716208552,3.054091249608866,4.899491293800882,1.6654450770295453,Iris-versicolor
+15,5.1089477161730255,3.0544285045648807,1.5100223820547056,0.2615308393623941,Iris-setosa
+16,5.1089477161730255,3.055150822208167,1.5100223820547056,0.26153087721482504,Iris-setosa
+17,5.1089477161730255,3.0544124272337965,1.5100223820547056,0.26153083810411754,Iris-setosa
+18,5.1089477161730255,3.0617372701828613,1.5100223820547056,0.2615309555222217,Iris-setosa
+19,5.1089477161730255,3.0572429437841637,1.5100223820547056,0.26153093160440544,Iris-setosa
+20,6.181239765138916,3.054163744918226,4.91740399914306,1.684418377495637,Iris-versicolor
+21,5.1089477161730255,3.0547880419792297,1.5100223820547056,0.2615308562150355,Iris-setosa
+22,5.1089477161730255,3.055077315660556,1.5100223820547056,0.2615308572710569,Iris-setosa
+23,5.1089477161730255,3.0558245763170477,1.5100223820547056,0.26153088661586427,Iris-setosa
+24,5.108947721471811,3.0540255700029943,4.899491321151873,1.6655282116041668,Iris-versicolor
+25,5.108947717999476,3.054016254811252,4.899491303751115,1.6654875023831146,Iris-versicolor
+26,6.193935523071115,3.0541258928798083,4.9608680191904835,1.6980754510979659,Iris-virginica
+27,6.2115147401382576,3.054131183049063,4.997439047481052,1.7007147797566369,Iris-virginica
+28,5.108947716174975,3.0627253799417615,1.5100223820636098,0.2615414769744944,Iris-setosa
+29,5.1089477161730255,3.0544903325124677,1.5100223820547056,0.26153084114142877,Iris-setosa
+30,5.1089477161730255,3.054903929598532,1.5100223820547056,0.2615308545234097,Iris-setosa
+31,5.1089477161730255,3.05431558773543,1.5100223820547056,0.2615308466955351,Iris-setosa
+0,5.108947716174999,3.054030539172557,4.899491293673705,1.665432184268457,Iris-versicolor
+1,5.1089477161730255,3.056627000692389,1.5100223820547056,0.2615308858662822,Iris-setosa
+2,6.212020149949312,3.0541430622088455,4.997615443994969,1.7033672797404238,Iris-virginica
+3,5.108947716173052,3.0543994855072563,1.5100223820547731,0.2615315871189301,Iris-setosa
+4,5.1089477161730255,3.0541972316815573,1.5100223820547056,0.2615308664678185,Iris-setosa
+5,6.183912801982927,3.0540381187586223,4.9321580638970435,1.692526876232651,Iris-versicolor
+6,6.2088538802143605,3.0541392409832335,4.993884721510517,1.7011480794849811,Iris-virginica
+7,5.108948265643977,3.057146364990844,4.899493732921029,1.6668779974927723,Iris-setosa
+8,6.184960578690046,3.0540388560037677,4.939155211079192,1.6946501137434895,Iris-virginica
+9,5.1089477161730255,3.0561167225333135,1.5100223820547056,0.26153089848583394,Iris-setosa
+10,5.1089477161730255,3.0543498192337686,1.5100223820547056,0.2615308400846525,Iris-setosa
+11,5.1089477161730255,3.0580076477313543,1.5100223820547056,0.26153090945096796,Iris-setosa
+12,6.1793679459161694,3.0540635181848876,4.899497561995522,1.6664640218389977,Iris-versicolor
+13,5.108947716173149,3.054123139541209,1.5100223820549405,0.261531782380747,Iris-setosa
+14,6.191197562174161,3.054117012884568,4.953074329936822,1.6962784477669612,Iris-versicolor
+15,6.225165604413703,3.0541442179995424,5.021380259220257,1.7025432056866483,Iris-virginica
+16,5.1089477161730255,3.0561234268085995,1.5100223820547056,0.26153087691688026,Iris-setosa
+17,6.209537232294657,3.0541442975140787,4.99369709385157,1.702832615947503,Iris-virginica
+18,6.202398953843144,3.0541316986986917,4.979205758785498,1.701263381597835,Iris-virginica
+19,6.195687164593678,3.0541352615083497,4.965153895422792,1.6993066682010038,Iris-virginica
+20,6.179420148111047,3.054109864978039,4.89977547173323,1.6695139774472532,Iris-versicolor
+21,5.108947716180689,3.0745829586591857,1.5100223820985663,0.26155429125536406,Iris-setosa
+22,5.108947716420367,3.0621135725114423,1.51002238290609,0.2615926118938119,Iris-setosa
+23,6.210605585877348,3.054126010340462,4.996570634836139,1.7002970591904003,Iris-virginica
+24,5.1089477161730255,3.0541490585884277,1.5100223820547065,0.2615309463699835,Iris-setosa
+25,5.1089477161730255,3.054233390960899,1.5100223820547056,0.26153083165068475,Iris-setosa
+26,5.1089477161730255,3.054462619797422,1.5100223820547056,0.2615308413815188,Iris-setosa
+27,5.10894771617303,3.061357124995482,1.5100223820547292,0.26153187141845746,Iris-setosa
+28,6.17940634443378,3.0541043480690973,4.899725577221941,1.6693577771790469,Iris-versicolor
+29,5.108947716272,3.0693127233291193,1.5100223825042154,0.26158855449222645,Iris-setosa
+30,5.1089477161730255,3.054357568693799,1.5100223820547056,0.2615308413315518,Iris-setosa
+31,5.108947716213902,3.084684324342345,1.5100223822952585,0.2615814433765412,Iris-setosa
+0,5.1089477161730255,3.054834080468036,1.5100223820547056,0.26153086474409476,Iris-setosa
+1,5.108947716173026,3.062792794181703,1.5100223820547087,0.2615312856838256,Iris-setosa
+2,5.1089477161730255,3.055391422981724,1.5100223820547056,0.2615308737407832,Iris-setosa
+3,5.1089477162400225,3.0863177888678166,1.5100223824427434,0.26159095099999335,Iris-setosa
+4,5.1089477161730255,3.055280691758091,1.5100223820547056,0.26153086125987207,Iris-setosa
+5,5.108947716173028,3.106655762461279,1.5100223820547396,0.26153254921207636,Iris-setosa
+6,6.17943434994806,3.0540543959608506,4.900079291066092,1.670996258049462,Iris-versicolor
+7,5.1089477161730255,3.0550664455379737,1.5100223820547058,0.26153095583135005,Iris-setosa
+8,5.10894771626693,3.0540147915368876,4.899491294209957,1.6654469163367247,Iris-versicolor
+9,6.208818471911443,3.054139907260209,4.991399386679786,1.7026027588690458,Iris-virginica
+10,5.1089477161730255,3.055164751464496,1.5100223820547056,0.2615308679313469,Iris-setosa
+11,6.1793742109962615,3.054133959756534,4.899518836691601,1.6672016847650835,Iris-versicolor
+12,5.1089477161730255,3.056126630733763,1.5100223820547056,0.2615309292826728,Iris-setosa
+13,6.182321536270906,3.0541687730114937,4.923326459881765,1.6875624873198485,Iris-versicolor
+14,6.202727308196041,3.054132011411427,4.9796958456825555,1.7010285913899317,Iris-virginica
+15,5.1089477161730255,3.0544913362923003,1.5100223820547056,0.26153086729104214,Iris-setosa
+16,5.1089477161730255,3.0628241850414746,1.5100223820547056,0.26153096711399865,Iris-setosa
+17,6.183494385062429,3.054105476881199,4.927975534835299,1.6902492092578438,Iris-versicolor
+18,5.1089477161730255,3.056727355935657,1.5100223820547056,0.2615308944518744,Iris-setosa
+19,6.1984680730821164,3.0541346389128017,4.971532591724573,1.6998363858138714,Iris-virginica
+20,6.191533868545312,3.054075625316946,4.956829878504664,1.6953529215570116,Iris-virginica
+21,6.182525972369858,3.054131996557478,4.924127144845028,1.6874597920933576,Iris-versicolor
+22,5.1089477161730255,3.05449313607276,1.5100223820547056,0.26153088084774384,Iris-setosa
+23,6.216057619546282,3.0541458088059406,5.005620724018799,1.7027130234475973,Iris-virginica
diff --git a/iris/lct_gan/3/7/test.csv b/iris/lct_gan/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/train.csv b/iris/lct_gan/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/7/val.csv b/iris/lct_gan/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/synth.csv b/iris/lct_gan/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..061d1a034d3a7947fed85b51e2276cd8b4fa42d9
--- /dev/null
+++ b/iris/lct_gan/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179421001168887,3.054010289124539,4.900957890827772,1.6738297764776564,Iris-versicolor
+1,5.108947716470221,3.0561265417861514,1.5100223828304458,0.26157245434595877,Iris-setosa
+2,6.232392219567379,3.0541292980061794,5.033771151296038,1.7013874145667727,Iris-virginica
+3,5.1089477161730255,3.054900906989653,1.5100223820547058,0.2615309182333118,Iris-setosa
+4,6.179367050902004,3.0540099872394015,4.899496632650217,1.6662619742786073,Iris-versicolor
+5,6.20343719070792,3.0541253850030334,4.982317955348525,1.699841485338557,Iris-virginica
+6,5.1089477161730255,3.054244945497117,1.5100223820547058,0.26153090098769394,Iris-setosa
+7,6.185692250819541,3.054073303283704,4.937177966746043,1.6923906393148416,Iris-versicolor
+8,5.10894771617313,3.0549617645630716,1.5100223820550422,0.2615325079915623,Iris-setosa
+9,5.1089477161730255,3.055440515221135,1.5100223820547058,0.26153092275327394,Iris-setosa
+10,6.180235023780628,3.0542511446123535,4.906530204322198,1.6796255322865592,Iris-versicolor
+11,6.185249746032421,3.0541391923840293,4.9357641588175385,1.6926583398909498,Iris-versicolor
+12,6.179368752632232,3.054098061918019,4.8994989140288405,1.6664749883252352,Iris-versicolor
+13,5.1089477161730255,3.0568273984536116,1.5100223820547056,0.26153090325144085,Iris-setosa
+14,6.179878629735363,3.054144392901336,4.9036465632802155,1.6770437192842675,Iris-versicolor
+15,6.189335860563781,3.0540923771380695,4.948150657864709,1.694435754260846,Iris-versicolor
+16,5.1089477161730255,3.0560349442603134,1.5100223820547058,0.26153094253762393,Iris-setosa
+17,5.1089477161730255,3.055299009834462,1.5100223820547056,0.26153087176621886,Iris-setosa
+18,6.179451352509162,3.054010167517262,4.901927379478724,1.6754802353583096,Iris-versicolor
+19,6.179809563657656,3.0541140908574267,4.90331486968739,1.675816126987324,Iris-versicolor
+20,6.180529310766352,3.054031269041037,4.913867817475032,1.6854528436475276,Iris-versicolor
+21,5.1089477161730255,3.055235596727745,1.5100223820547056,0.26153086672699977,Iris-setosa
+22,5.108947716173028,3.149983742653577,1.510022382054758,0.26153298902304933,Iris-setosa
+23,5.108947805413432,3.058109722963842,1.5100226174168085,0.2619339730818855,Iris-setosa
+24,5.1089477161730255,3.054064694690618,1.5100223820547065,0.2615309265542763,Iris-setosa
+25,5.108947716173108,3.055630289377477,1.5100223820549934,0.26153268351027664,Iris-setosa
+26,5.108947716180271,3.0662609750519305,1.5100223820916328,0.26154869253449076,Iris-setosa
+27,5.108947716174341,3.085614956235205,1.5100223820640313,0.2615450719169957,Iris-setosa
+28,6.1884610890561795,3.054120392566791,4.945114230883393,1.6945486420114049,Iris-versicolor
+29,6.225862166632687,3.0541423366418474,5.022948792430441,1.7023335248466147,Iris-virginica
+30,6.214566449498013,3.0541460960619498,5.002277388489968,1.704237357183878,Iris-virginica
+31,5.108947716211798,3.05402116423486,4.89949129385805,1.6654420634274096,Iris-versicolor
+0,6.179506908340058,3.0544364821795593,4.900060451168152,1.671395638026716,Iris-versicolor
+1,5.1089477161730255,3.057195605543354,1.5100223820547056,0.2615309124191241,Iris-setosa
+2,6.18435013475116,3.0541467033381835,4.931849776470086,1.6909860922062456,Iris-versicolor
+3,5.1089477161730255,3.054470168823468,1.5100223820547056,0.2615308446848564,Iris-setosa
+4,6.223582585277862,3.054151970427847,5.017742068613869,1.7033621475892207,Iris-virginica
+5,6.1827265150753385,3.054125679252096,4.924728480110726,1.6878401748729643,Iris-versicolor
+6,5.1089477161730255,3.05536314609331,1.5100223820547056,0.26153087297367095,Iris-setosa
+7,5.108947716173038,3.063336260063045,1.5100223820547856,0.2615324748437073,Iris-setosa
+8,6.179386798087472,3.0540162627649066,4.899755038751733,1.66935450433151,Iris-versicolor
+9,6.17936758451889,3.0541142615835124,4.8994949680977316,1.6662608145078681,Iris-versicolor
+10,6.179372908170446,3.0540103793204603,4.899591354405577,1.6681337360746178,Iris-versicolor
+11,5.1089477161730255,3.0578647519848445,1.5100223820547056,0.261530922012813,Iris-setosa
+12,5.108947716173026,3.094034870760218,1.510022382054717,0.26153189800937354,Iris-setosa
+13,6.2295156609740525,3.054150435138242,5.028072770973609,1.7031514063873683,Iris-virginica
+14,6.182687907071581,3.0541374293799857,4.924927085651131,1.688620628904165,Iris-versicolor
+15,5.108952157010321,3.0564020612387175,4.899516153727973,1.6686847604347406,Iris-versicolor
+16,5.1089477161730255,3.0573722931314276,1.5100223820547056,0.26153090337652785,Iris-setosa
+17,6.179766028780412,3.054061662541756,4.904231653720189,1.676778125565527,Iris-versicolor
+18,5.108950817967374,3.0545670000207283,4.8995064058133035,1.6673008752918475,Iris-versicolor
+19,5.1089477161730255,3.055764120718412,1.5100223820547056,0.2615308823036323,Iris-setosa
+20,6.206430599210718,3.0541414779049805,4.98736934417482,1.702319439979009,Iris-virginica
+21,5.108947716173026,3.054735342934297,1.5100223820547074,0.26153104406014244,Iris-setosa
+22,6.183206314033284,3.0540839126949515,4.926586515469655,1.6896872974288306,Iris-versicolor
+23,6.185014095856557,3.0540572765642136,4.936136228017173,1.6913225107535177,Iris-versicolor
+24,5.1089477161746,3.0540566853556514,4.899491293670981,1.6654322139254516,Iris-versicolor
+25,5.1089477161730255,3.0572396114685563,1.5100223820547056,0.26153090217844194,Iris-setosa
+26,6.210959526682105,3.054143543496925,4.996029051012957,1.7019451779340855,Iris-virginica
+27,5.1089477161730255,3.054345550100586,1.5100223820547056,0.2615308445345167,Iris-setosa
+28,6.1793669076450515,3.0540055464332885,4.899496373353834,1.666163857419164,Iris-versicolor
+29,5.1089477161730255,3.054397947714741,1.5100223820547056,0.26153084883815164,Iris-setosa
+30,6.179369909577697,3.054180504575091,4.899501777353908,1.6668041173947923,Iris-versicolor
+31,5.1089477161730255,3.056222303348136,1.5100223820547056,0.26153089908480565,Iris-setosa
+0,6.182113282945235,3.0541673695208162,4.922519438639158,1.68764675672058,Iris-versicolor
+1,6.179396721469237,3.0540589951573387,4.899696781486119,1.6689257466222336,Iris-versicolor
+2,5.1089477161730255,3.0548683994550037,1.5100223820547056,0.2615308543298455,Iris-setosa
+3,5.1089477161730255,3.0544938324098023,1.5100223820547056,0.2615308457115288,Iris-setosa
+4,5.108947716210469,3.0540032119291283,4.899491293903909,1.6654382031751103,Iris-versicolor
+5,5.1089477161730645,3.0604090018164363,1.5100223820548992,0.2615329037616952,Iris-setosa
+6,5.1089477161730255,3.054667856701125,1.5100223820547056,0.26153084603556664,Iris-setosa
+7,5.1089477161730255,3.056468399655286,1.5100223820547056,0.2615308921923776,Iris-setosa
+8,6.219698907686035,3.0541505462221363,5.0114736263867075,1.703326976203353,Iris-virginica
+9,6.181340442946737,3.0540431616366632,4.920100474497611,1.6879252844065216,Iris-versicolor
+10,5.108952325627298,3.0559015709392052,4.899515668383991,1.6683596596185586,Iris-versicolor
+11,5.1089477161730255,3.067873935744284,1.5100223820547058,0.2615310107077364,Iris-setosa
+12,5.10894771617306,3.054480716510959,1.5100223820547996,0.26153177604804856,Iris-setosa
+13,6.1969873495568635,3.054123264900491,4.967703496666368,1.698512917232595,Iris-virginica
+14,6.18400091663373,3.054127014937828,4.930106675871777,1.6900690472595208,Iris-versicolor
+15,6.202224088919911,3.0541053182734705,4.981529086225202,1.699415670133328,Iris-virginica
+16,6.181391151006675,3.0540720730597544,4.91950151084202,1.686393095836152,Iris-versicolor
+17,6.17937088482288,3.054150504452479,4.899505580280749,1.6668201818763475,Iris-versicolor
+18,5.108947716173059,3.054075974315577,1.5100223820547831,0.26153134229325625,Iris-setosa
+19,5.1089477161730255,3.0564331484289284,1.5100223820547056,0.26153092511986614,Iris-setosa
+20,5.1089477161730485,3.0540872633861893,1.5100223820547556,0.261531322099804,Iris-setosa
+21,5.1089477161730255,3.054249261996915,1.5100223820547056,0.26153083632647295,Iris-setosa
+22,5.10894771756316,3.054071496799472,4.899491299099009,1.6655010161528445,Iris-versicolor
+23,6.179382273622161,3.05430787718998,4.899544593805026,1.6680954672087447,Iris-versicolor
+24,5.108947716446753,3.0759092230882463,1.5100223833727193,0.2616265418968497,Iris-setosa
+25,5.1089477161730255,3.0683186834611353,1.5100223820547058,0.2615310476842249,Iris-setosa
+26,6.179394868600203,3.0542710348427886,4.899598171306776,1.6685496093682168,Iris-versicolor
+27,5.1089477161730255,3.0547177624992603,1.5100223820547056,0.26153084948971683,Iris-setosa
+28,6.197892298436911,3.054128943272238,4.969416840358428,1.6993097024671315,Iris-virginica
+29,5.1089477161730255,3.0542818073393305,1.5100223820547056,0.26153084010030836,Iris-setosa
+30,5.1089477161730255,3.0549254943633413,1.5100223820547058,0.26153093710069125,Iris-setosa
+31,6.194724188150654,3.0541231060726575,4.962027090867121,1.698227657064767,Iris-virginica
+0,5.108947716260371,3.0540706462127827,4.899491294076605,1.6654518194586962,Iris-versicolor
+1,5.1089477161730255,3.054738774209153,1.5100223820547056,0.2615308490815204,Iris-setosa
+2,6.214501952118327,3.054144833224714,5.001977543182047,1.7038844916091327,Iris-virginica
+3,6.189208750975139,3.0541100860515917,4.947700567851621,1.6953305462913084,Iris-versicolor
+4,5.1089477161730255,3.0576534108500653,1.5100223820547056,0.26153091118181315,Iris-setosa
+5,5.108947716173096,3.0543638958221564,1.5100223820549015,0.26153187056834887,Iris-setosa
+6,6.179366753668893,3.054011582319769,4.899493042669477,1.6659701261031905,Iris-versicolor
+7,5.1089477161730255,3.054750338757008,1.5100223820547056,0.2615308741563403,Iris-setosa
+8,6.194449204208189,3.0541308502124336,4.963008765482399,1.6988230714332777,Iris-virginica
+9,5.1089477161730255,3.055468066542551,1.5100223820547056,0.2615308657053836,Iris-setosa
+10,6.179657440131445,3.054017609822211,4.906804097930858,1.6802727298323241,Iris-versicolor
+11,5.108947733058266,3.0553568951087366,1.5100224169599148,0.26168292755511685,Iris-setosa
+12,6.184348509976608,3.0541365635242914,4.931582495854673,1.6908013983846413,Iris-versicolor
+13,5.108948763459741,3.055408929159592,4.899495794660437,1.6669750108112402,Iris-versicolor
+14,5.1089477161730255,3.0553835594695244,1.5100223820547056,0.2615308652540312,Iris-setosa
+15,5.108947716173748,3.0541489317198534,1.5100223820563596,0.2615328661403328,Iris-setosa
+16,5.108947716173026,3.09235253898047,1.5100223820547127,0.26153167168896707,Iris-setosa
+17,5.1089477161730255,3.055181478847666,1.5100223820547056,0.2615308604281995,Iris-setosa
+18,6.205521924608634,3.0541342668345792,4.987597656594103,1.7008628258424565,Iris-virginica
+19,5.1089477161730255,3.0551450419214743,1.5100223820547056,0.261530908695307,Iris-setosa
+20,5.108947716173245,3.0540442627249567,1.5100223820551526,0.26153181277782694,Iris-versicolor
+21,5.108947716175995,3.2490849308536482,1.5100223821052055,0.26157161991449585,Iris-setosa
+22,5.1089477161730255,3.0546002089233935,1.5100223820547056,0.2615308429449214,Iris-setosa
+23,5.1089477161730255,3.054224151175589,1.5100223820547056,0.2615308311078785,Iris-setosa
diff --git a/iris/lct_gan/3/8/test.csv b/iris/lct_gan/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/train.csv b/iris/lct_gan/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/8/val.csv b/iris/lct_gan/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/synth.csv b/iris/lct_gan/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..914b8b8202de372c83884ce219750bd2ba0a0a7b
--- /dev/null
+++ b/iris/lct_gan/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179664437450856,3.0540157342878675,4.907077157489423,1.6812263164786518,Iris-versicolor
+1,5.1089477161730255,3.0545199937235497,1.5100223820547056,0.2615308405232205,Iris-setosa
+2,6.188639044571813,3.054115660407962,4.946732094209147,1.6951751886029165,Iris-versicolor
+3,6.200405500132326,3.054131957416504,4.974503079502791,1.6999310842809225,Iris-virginica
+4,5.1089477161730255,3.145723021661024,1.5100223820547125,0.2615318207827581,Iris-setosa
+5,5.1089477161730255,3.056921992829744,1.5100223820547056,0.2615308989542266,Iris-setosa
+6,5.108947716173867,3.0746639742366035,1.5100223820601235,0.2615420736205702,Iris-setosa
+7,6.186994438776628,3.0541327716795648,4.941157956865253,1.6941716393390112,Iris-versicolor
+8,6.185909026629792,3.054134566517093,4.937096550324711,1.6926775063386568,Iris-versicolor
+9,5.1089477161730255,3.056662159147595,1.5100223820547058,0.2615309573943111,Iris-setosa
+10,5.1089477161730255,3.055016275362181,1.5100223820547056,0.26153090643448845,Iris-setosa
+11,6.209310049700566,3.0541466815289136,4.993558355441978,1.7022202390525425,Iris-virginica
+12,5.108947716830041,3.0545285063319505,1.5100223835301747,0.2615668398006318,Iris-setosa
+13,5.1089477161730255,3.0545647541438483,1.5100223820547067,0.26153100138908386,Iris-setosa
+14,5.1089477161730255,3.0542980211355704,1.5100223820547056,0.26153085553325545,Iris-setosa
+15,6.179673526392989,3.05401131926117,4.907301843705909,1.6815439323638872,Iris-versicolor
+16,5.108947716173026,3.0546373070201227,1.5100223820547072,0.26153102726840083,Iris-setosa
+17,6.179964043690856,3.054058585497744,4.908051430398669,1.6804864400472692,Iris-versicolor
+18,6.180949906021151,3.0541335300988197,4.916204911822189,1.684626404171233,Iris-versicolor
+19,6.183640288492564,3.0541440628065875,4.92851960126682,1.6897779518390372,Iris-versicolor
+20,6.2182550927918845,3.054150169276447,5.008404547164983,1.7047302231452266,Iris-virginica
+21,5.1089477161730255,3.057419567579494,1.5100223820547056,0.26153091750308305,Iris-setosa
+22,6.179691938834256,3.0540304758074455,4.905888983170763,1.6795216967632816,Iris-versicolor
+23,6.181633858895041,3.05417550566147,4.9198585139858855,1.6858844435343099,Iris-versicolor
+24,6.198207650410319,3.054127559452667,4.970684433911927,1.6987105817262325,Iris-virginica
+25,6.179403905164076,3.0545790039738088,4.899607290468614,1.6691101663810908,Iris-versicolor
+26,6.2089428792361225,3.054080860428484,4.997322602519138,1.6994851939794742,Iris-virginica
+27,6.179366524014779,3.054018550156751,4.899491434327843,1.6656284049566505,Iris-versicolor
+28,5.108948208899834,3.0584617574861714,1.5100237794575773,0.2622918316931466,Iris-setosa
+29,6.181111619368692,3.054069862821033,4.916908290420066,1.6862796224396042,Iris-versicolor
+30,5.108947716175978,3.0593169018352953,1.5100223820678225,0.2615399193501854,Iris-setosa
+31,6.1803456557291305,3.054101781216108,4.911074120176287,1.6819588731508328,Iris-versicolor
+0,5.1089477161730255,3.0751204195705584,1.510022382054708,0.2615313530974567,Iris-setosa
+1,5.108947785922667,3.0553466677433283,4.899491559820294,1.6660344945007608,Iris-versicolor
+2,5.1089477161730255,3.065524997560946,1.5100223820547058,0.26153101840620546,Iris-setosa
+3,6.210526938562322,3.0541415888379464,4.996254868317058,1.7014464391995865,Iris-virginica
+4,5.108947716173031,3.054199233443026,1.5100223820547194,0.26153117970526724,Iris-setosa
+5,5.1089477161730255,3.0545957937913597,1.5100223820547056,0.261530866388024,Iris-setosa
+6,6.179420839211047,3.0540214903645726,4.900255216765767,1.6710910409376272,Iris-versicolor
+7,5.1089477161730255,3.056201839360328,1.5100223820547056,0.2615309242868262,Iris-setosa
+8,5.108947716188688,3.0540085476066823,4.8994912937557595,1.6654358752452074,Iris-versicolor
+9,6.180011687476884,3.0541888517273508,4.90414324245606,1.6766373445894922,Iris-versicolor
+10,6.2131650760437385,3.054148253406274,4.999967737283103,1.7036016229650375,Iris-virginica
+11,5.1089477161730255,3.0547391834788473,1.5100223820547056,0.2615308496786235,Iris-setosa
+12,5.108947716173587,3.130202618135922,1.5100223820625314,0.2615458893163877,Iris-setosa
+13,6.179366852761647,3.0540035512651467,4.8994971974894455,1.666248656134163,Iris-versicolor
+14,6.210629621804169,3.0541422651391366,4.994953274910816,1.7032950120041557,Iris-virginica
+15,5.108947716173034,3.054333006927766,1.5100223820547292,0.261531346916941,Iris-setosa
+16,5.1089477161730255,3.0594870159533945,1.510022382054706,0.26153104432367064,Iris-setosa
+17,6.2233526808988096,3.0541534917942337,5.017167429204592,1.7037651601213673,Iris-virginica
+18,5.1089477161730255,3.054370510395185,1.5100223820547056,0.26153083725628495,Iris-setosa
+19,5.1089477161730255,3.0543898281511455,1.5100223820547056,0.261530850660331,Iris-setosa
+20,5.1089477161730255,3.054410587557717,1.5100223820547056,0.2615308888321481,Iris-setosa
+21,5.1089477161730255,3.054792325601616,1.5100223820547056,0.26153085271633353,Iris-setosa
+22,5.1089477161730255,3.054276542073395,1.5100223820547056,0.26153083595303783,Iris-setosa
+23,5.1089477161730255,3.0546263059412997,1.5100223820547056,0.26153087648115514,Iris-setosa
+24,5.1089477161730255,3.055428681667127,1.5100223820547056,0.26153086951795684,Iris-setosa
+25,6.2044430185317925,3.054113743242313,4.983717321000055,1.6995765188646155,Iris-virginica
+26,5.1089477161730255,3.055298955399329,1.5100223820547056,0.2615308889644933,Iris-setosa
+27,5.1089477161730255,3.054401487859864,1.5100223820547056,0.26153083743536687,Iris-setosa
+28,6.194761710298859,3.05413212563968,4.963453177388757,1.6991393855204648,Iris-virginica
+29,6.214909528261353,3.0541443544898534,5.003067752181031,1.7021372861317923,Iris-virginica
+30,5.1089477161730255,3.0549259029790092,1.5100223820547056,0.2615308548560673,Iris-setosa
+31,5.1089477161730255,3.054605853524731,1.5100223820547058,0.26153091155495484,Iris-setosa
+0,6.179367058074382,3.0540258188113607,4.899494264166057,1.6661288569656605,Iris-versicolor
+1,6.213503592470812,3.054140261377856,5.000799117165841,1.7016364690881283,Iris-virginica
+2,5.1089477161730255,3.056663939307258,1.5100223820547056,0.2615309237178501,Iris-setosa
+3,5.1089533060225865,3.055177253836121,4.899517316832313,1.668180561244706,Iris-versicolor
+4,6.199472555351436,3.054136904083465,4.973708000731912,1.7000563374816149,Iris-virginica
+5,6.179665579516427,3.0542844025670104,4.901263579567254,1.6742017212241742,Iris-versicolor
+6,5.1089477161730255,3.0545552638663676,1.5100223820547056,0.2615308420164311,Iris-setosa
+7,6.180516091912932,3.0541545707745423,4.911219180795024,1.6816749637208293,Iris-versicolor
+8,6.179996500662783,3.0540301342609433,4.909865093041927,1.6813876970221746,Iris-versicolor
+9,6.17959194116766,3.054032973220423,4.9030874475989945,1.676601970919216,Iris-versicolor
+10,5.1089477161730255,3.054574295938498,1.5100223820547056,0.2615308516390845,Iris-setosa
+11,6.186930105931073,3.054104364388318,4.940539005711166,1.693295907720074,Iris-versicolor
+12,5.1089477161730255,3.055302563211045,1.5100223820547056,0.2615308609210102,Iris-setosa
+13,5.1089477161730255,3.056929151100079,1.5100223820547058,0.2615309493644377,Iris-setosa
+14,6.201784869238001,3.0541302695248946,4.979948458897821,1.6998418931700259,Iris-virginica
+15,5.1089477161730255,3.054540393264587,1.5100223820547056,0.2615308667962317,Iris-setosa
+16,5.108947804255563,3.0540627011422137,4.899491727303876,1.6657787491727967,Iris-versicolor
+17,5.108947716173029,3.0544240364063864,1.5100223820547152,0.261531208208996,Iris-setosa
+18,6.195541807054328,3.0541285367947344,4.963906825598684,1.6984661732209692,Iris-virginica
+19,5.1089477161730255,3.0563155848414243,1.5100223820547056,0.26153088778512823,Iris-setosa
+20,6.186714684041516,3.0541277319395936,4.939596793312318,1.6932325796496015,Iris-versicolor
+21,5.108947716173036,3.107725313619194,1.510022382054851,0.26153370570070533,Iris-setosa
+22,5.10894771617304,3.0591211796596043,1.5100223820547707,0.26153226523350465,Iris-setosa
+23,5.1089477161730255,3.0648928963909623,1.5100223820547076,0.2615312344750823,Iris-setosa
+24,5.108949389715841,3.0544126282714976,4.899498718651403,1.6667842067566128,Iris-versicolor
+25,5.10894771617309,3.0540667281220646,1.5100223820548335,0.26153147174713187,Iris-setosa
+26,5.1089477161730255,3.0548638753017743,1.5100223820547056,0.2615308634802293,Iris-setosa
+27,5.108947718762135,3.0545849422330695,4.899491302644437,1.6655604080697577,Iris-versicolor
+28,5.10894771617305,3.0556019673109205,1.5100223820547956,0.26153204881969844,Iris-setosa
+29,5.1089477161730255,3.054360486658429,1.5100223820547056,0.2615308412805308,Iris-setosa
+30,5.1089477161730255,3.0946875224507533,1.5100223820547087,0.2615314430338612,Iris-setosa
+31,6.188896780317576,3.0541210310853697,4.946606291001946,1.695146467479559,Iris-versicolor
+0,5.1089477161730255,3.0545602959466813,1.5100223820547056,0.26153085880016536,Iris-setosa
+1,5.108947716234725,3.0627899824712332,1.510022382290448,0.2615716468525289,Iris-setosa
+2,5.108947716173026,3.055366928781665,1.5100223820547076,0.26153108834981204,Iris-setosa
+3,5.108947716173903,3.054138383466378,1.5100223820565242,0.26153288257989826,Iris-setosa
+4,5.108949193724677,3.054819718749225,4.899498251833335,1.667101397477542,Iris-versicolor
+5,5.1089477161730255,3.0544472715550173,1.5100223820547056,0.2615308810356307,Iris-setosa
+6,6.179366929771661,3.054046157021687,4.8994928342076225,1.665992659250651,Iris-versicolor
+7,5.1089477161730255,3.0568316870566616,1.5100223820547056,0.26153090911357024,Iris-setosa
+8,5.1089477161730255,3.0605358310484547,1.5100223820547056,0.26153094632644575,Iris-setosa
+9,6.19113664968645,3.0541060627946615,4.9542688460065705,1.6959232820227321,Iris-versicolor
+10,5.1089477161730255,3.060934288979373,1.5100223820547063,0.26153108007077874,Iris-setosa
+11,5.1089477161730255,3.0554189707814587,1.5100223820547058,0.26153092300677516,Iris-setosa
+12,5.1089477161730255,3.054166279170507,1.5100223820547063,0.26153094093168344,Iris-setosa
+13,5.108947716180005,3.11098559373556,1.5100223821102154,0.2615637750342085,Iris-setosa
+14,5.1089477161730255,3.054396457490081,1.5100223820547056,0.26153083976540603,Iris-setosa
+15,5.1089477161730255,3.0554315086717563,1.5100223820547056,0.26153086582518364,Iris-setosa
+16,5.108947716177115,3.0541116851590964,1.510022382062325,0.26153453982752933,Iris-setosa
+17,6.179454310975338,3.054273223316261,4.899902461063042,1.670380075271235,Iris-versicolor
+18,6.179460637723389,3.054007736489552,4.902975914308837,1.6782362674387614,Iris-versicolor
+19,5.108947716173074,3.060444717703506,1.5100223820549563,0.2615332563680784,Iris-setosa
+20,5.108947716173026,3.084049146631447,1.510022382054712,0.26153159206872073,Iris-setosa
+21,6.179761427707164,3.0542440283758028,4.902145590277237,1.6754218918040487,Iris-versicolor
+22,6.17936755159312,3.054045473126871,4.899495946771174,1.666315330257921,Iris-versicolor
+23,5.1089477161730255,3.0550527415686384,1.5100223820547056,0.2615308776079809,Iris-setosa
diff --git a/iris/lct_gan/3/9/test.csv b/iris/lct_gan/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/train.csv b/iris/lct_gan/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/9/val.csv b/iris/lct_gan/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/ae_state.json b/iris/lct_gan/3/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f036f83f692459eb43fe0bc0e1a3627bf9a6e1e0
--- /dev/null
+++ b/iris/lct_gan/3/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90cf4644daf7ce6f3fcfc8b36e7e8aa5731cfbfa89994b48c08aa8720f0fc02c
+size 93711
diff --git a/iris/lct_gan/3/d_state.json b/iris/lct_gan/3/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dbc87073c750ab65513455825d9c9ef0f4b948d
--- /dev/null
+++ b/iris/lct_gan/3/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfa7a43192b93c7462fcffa7e1f0c090b23db148e122db353571ea3dee964817
+size 10583
diff --git a/iris/lct_gan/3/g_state.json b/iris/lct_gan/3/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..76eec0cad45fe18e4ba285ca5ca417b78cc0dc54
--- /dev/null
+++ b/iris/lct_gan/3/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c14cd70d6935ec83836c3df3ef56c598695460d3e05d0a22e0a2ca597f2b216
+size 17988
diff --git a/iris/lct_gan/3/lct_gan_eval.ipynb b/iris/lct_gan/3/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c8641741e953835281fe7bd2302751820a39993c
--- /dev/null
+++ b/iris/lct_gan/3/lct_gan_eval.ipynb
@@ -0,0 +1,2193 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "8657f230",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:20:53.320383Z",
+     "iopub.status.busy": "2024-07-29T07:20:53.319721Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.300895Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.299777Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.993491,
+     "end_time": "2024-07-29T07:21:06.303358",
+     "exception": false,
+     "start_time": "2024-07-29T07:20:53.309867",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 44%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 73%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 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": "792d658a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.327854Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.327044Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.334953Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.334155Z"
+    },
+    "papermill": {
+     "duration": 0.022643,
+     "end_time": "2024-07-29T07:21:06.337163",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.314520",
+     "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": "cf490e67",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010714,
+     "end_time": "2024-07-29T07:21:06.358266",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.347552",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "76d4a40b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.379770Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.379450Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.383727Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.382887Z"
+    },
+    "papermill": {
+     "duration": 0.017446,
+     "end_time": "2024-07-29T07:21:06.385701",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.368255",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "9196d407",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.407636Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.407334Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.414359Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.413503Z"
+    },
+    "papermill": {
+     "duration": 0.020411,
+     "end_time": "2024-07-29T07:21:06.416263",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.395852",
+     "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": "02ca8188",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.439381Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.439071Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.444209Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.443365Z"
+    },
+    "papermill": {
+     "duration": 0.018998,
+     "end_time": "2024-07-29T07:21:06.446154",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.427156",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "02e63937",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.468928Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.468246Z",
+     "iopub.status.idle": "2024-07-29T07:21:06.474136Z",
+     "shell.execute_reply": "2024-07-29T07:21:06.473198Z"
+    },
+    "papermill": {
+     "duration": 0.019791,
+     "end_time": "2024-07-29T07:21:06.476337",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.456546",
+     "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": "7a8405b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:06.498800Z",
+     "iopub.status.busy": "2024-07-29T07:21:06.498487Z",
+     "iopub.status.idle": "2024-07-29T07:21:07.493312Z",
+     "shell.execute_reply": "2024-07-29T07:21:07.492163Z"
+    },
+    "papermill": {
+     "duration": 1.008957,
+     "end_time": "2024-07-29T07:21:07.495703",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:06.486746",
+     "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": "09bb4a95",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:07.519591Z",
+     "iopub.status.busy": "2024-07-29T07:21:07.518887Z",
+     "iopub.status.idle": "2024-07-29T07:21:08.503649Z",
+     "shell.execute_reply": "2024-07-29T07:21:08.502549Z"
+    },
+    "papermill": {
+     "duration": 0.998995,
+     "end_time": "2024-07-29T07:21:08.505881",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:07.506886",
+     "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": "5b577849",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:08.532412Z",
+     "iopub.status.busy": "2024-07-29T07:21:08.531434Z",
+     "iopub.status.idle": "2024-07-29T07:21:08.540832Z",
+     "shell.execute_reply": "2024-07-29T07:21:08.540041Z"
+    },
+    "papermill": {
+     "duration": 0.024695,
+     "end_time": "2024-07-29T07:21:08.542723",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:08.518028",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "26379490",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:08.565660Z",
+     "iopub.status.busy": "2024-07-29T07:21:08.565398Z",
+     "iopub.status.idle": "2024-07-29T07:21:08.939707Z",
+     "shell.execute_reply": "2024-07-29T07:21:08.938856Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.388606,
+     "end_time": "2024-07-29T07:21:08.942204",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:08.553598",
+     "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": "716bee4f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:08.968309Z",
+     "iopub.status.busy": "2024-07-29T07:21:08.967963Z",
+     "iopub.status.idle": "2024-07-29T07:21:10.579693Z",
+     "shell.execute_reply": "2024-07-29T07:21:10.578908Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.627313,
+     "end_time": "2024-07-29T07:21:10.582038",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:08.954725",
+     "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": "9f941a26",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:10.606119Z",
+     "iopub.status.busy": "2024-07-29T07:21:10.605487Z",
+     "iopub.status.idle": "2024-07-29T07:21:10.613519Z",
+     "shell.execute_reply": "2024-07-29T07:21:10.612805Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022073,
+     "end_time": "2024-07-29T07:21:10.615459",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:10.593386",
+     "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": "2e2687a6",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:10.640265Z",
+     "iopub.status.busy": "2024-07-29T07:21:10.639967Z",
+     "iopub.status.idle": "2024-07-29T07:21:10.644844Z",
+     "shell.execute_reply": "2024-07-29T07:21:10.643994Z"
+    },
+    "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": 0.019483,
+     "end_time": "2024-07-29T07:21:10.646792",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:10.627309",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "7bc5eca9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:10.670457Z",
+     "iopub.status.busy": "2024-07-29T07:21:10.670215Z",
+     "iopub.status.idle": "2024-07-29T07:21:10.785465Z",
+     "shell.execute_reply": "2024-07-29T07:21:10.784478Z"
+    },
+    "papermill": {
+     "duration": 0.130064,
+     "end_time": "2024-07-29T07:21:10.787970",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:10.657906",
+     "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": "160a5455",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:10.814780Z",
+     "iopub.status.busy": "2024-07-29T07:21:10.814446Z",
+     "iopub.status.idle": "2024-07-29T07:21:15.130879Z",
+     "shell.execute_reply": "2024-07-29T07:21:15.129931Z"
+    },
+    "papermill": {
+     "duration": 4.332563,
+     "end_time": "2024-07-29T07:21:15.133404",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:10.800841",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-29 07:21:12.543989: 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 07:21:12.544048: 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 07:21:12.545541: 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": "06e05327",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:15.160501Z",
+     "iopub.status.busy": "2024-07-29T07:21:15.159836Z",
+     "iopub.status.idle": "2024-07-29T07:21:15.167324Z",
+     "shell.execute_reply": "2024-07-29T07:21:15.166405Z"
+    },
+    "papermill": {
+     "duration": 0.023262,
+     "end_time": "2024-07-29T07:21:15.169409",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:15.146147",
+     "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": "1a792dac",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:15.193719Z",
+     "iopub.status.busy": "2024-07-29T07:21:15.193443Z",
+     "iopub.status.idle": "2024-07-29T07:21:17.887406Z",
+     "shell.execute_reply": "2024-07-29T07:21:17.886611Z"
+    },
+    "papermill": {
+     "duration": 2.708737,
+     "end_time": "2024-07-29T07:21:17.889698",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:15.180961",
+     "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": "3b1d0767",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:17.916602Z",
+     "iopub.status.busy": "2024-07-29T07:21:17.916302Z",
+     "iopub.status.idle": "2024-07-29T07:21:17.922280Z",
+     "shell.execute_reply": "2024-07-29T07:21:17.921473Z"
+    },
+    "papermill": {
+     "duration": 0.021605,
+     "end_time": "2024-07-29T07:21:17.924165",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:17.902560",
+     "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": "77fab919",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:17.950573Z",
+     "iopub.status.busy": "2024-07-29T07:21:17.950095Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.445423Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.444527Z"
+    },
+    "papermill": {
+     "duration": 0.510652,
+     "end_time": "2024-07-29T07:21:18.447725",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:17.937073",
+     "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": "0c9dbebd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.476208Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.475462Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.496170Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.495345Z"
+    },
+    "papermill": {
+     "duration": 0.036789,
+     "end_time": "2024-07-29T07:21:18.497996",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.461207",
+     "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": "d3632299",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.523658Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.522992Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.610723Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.609921Z"
+    },
+    "papermill": {
+     "duration": 0.102606,
+     "end_time": "2024-07-29T07:21:18.612664",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.510058",
+     "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 0x7962354c8ca0>, '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 0x7962354c8ca0>, '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": "8e596101",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.640619Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.640345Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.658288Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.657430Z"
+    },
+    "papermill": {
+     "duration": 0.034467,
+     "end_time": "2024-07-29T07:21:18.660169",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.625702",
+     "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": "a5ba34b2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.686058Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.685516Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.689507Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.688680Z"
+    },
+    "papermill": {
+     "duration": 0.019191,
+     "end_time": "2024-07-29T07:21:18.691576",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.672385",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "d68b9bc5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.717767Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.717147Z",
+     "iopub.status.idle": "2024-07-29T07:21:18.931369Z",
+     "shell.execute_reply": "2024-07-29T07:21:18.930368Z"
+    },
+    "papermill": {
+     "duration": 0.230539,
+     "end_time": "2024-07-29T07:21:18.934337",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.703798",
+     "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": "a92b0fcb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:18.964551Z",
+     "iopub.status.busy": "2024-07-29T07:21:18.963744Z",
+     "iopub.status.idle": "2024-07-29T07:21:19.206970Z",
+     "shell.execute_reply": "2024-07-29T07:21:19.205983Z"
+    },
+    "papermill": {
+     "duration": 0.261102,
+     "end_time": "2024-07-29T07:21:19.209551",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:18.948449",
+     "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": "569fbada",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:19.238568Z",
+     "iopub.status.busy": "2024-07-29T07:21:19.238261Z",
+     "iopub.status.idle": "2024-07-29T07:21:19.245332Z",
+     "shell.execute_reply": "2024-07-29T07:21:19.244433Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023685,
+     "end_time": "2024-07-29T07:21:19.247397",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:19.223712",
+     "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": "6a1d7c62",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:19.274319Z",
+     "iopub.status.busy": "2024-07-29T07:21:19.273670Z",
+     "iopub.status.idle": "2024-07-29T07:21:36.106609Z",
+     "shell.execute_reply": "2024-07-29T07:21:36.105651Z"
+    },
+    "papermill": {
+     "duration": 16.849488,
+     "end_time": "2024-07-29T07:21:36.109467",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:19.259979",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5599706172943115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.377575159072876\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.27341198921203613\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "03271f5f",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:21:36.141390Z",
+     "iopub.status.busy": "2024-07-29T07:21:36.140388Z",
+     "iopub.status.idle": "2024-07-29T07:22:23.292729Z",
+     "shell.execute_reply": "2024-07-29T07:22:23.291757Z"
+    },
+    "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": 47.170083,
+     "end_time": "2024-07-29T07:22:23.294797",
+     "exception": false,
+     "start_time": "2024-07-29T07:21:36.124714",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.021085] [G loss: -0.515643]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7202742099761963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7460941076278687\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7418239712715149\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7736235857009888\n",
+      "[Epoch 20/179] [D loss: -0.049346] [G loss: -0.513968]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.086717] [G loss: -0.513117]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8219882249832153\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7194527387619019\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7448351383209229\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7416313886642456\n",
+      "[Epoch 40/179] [D loss: -0.124303] [G loss: -0.516467]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7577843070030212\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8001165390014648\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6808561086654663\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7215807437896729\n",
+      "[Epoch 50/179] [D loss: -0.160713] [G loss: -0.518247]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.217854] [G loss: -0.512088]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.49278879165649414\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.52971351146698\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5917485356330872\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47356364130973816\n",
+      "[Epoch 70/179] [D loss: -0.268362] [G loss: -0.483485]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4826318025588989\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47406506538391113\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5131247043609619\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5648680925369263\n",
+      "[Epoch 80/179] [D loss: -0.303515] [G loss: -0.469090]\n",
+      "[Epoch 90/179] [D loss: -0.265782] [G loss: -0.509721]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3809085488319397\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39811426401138306\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3869532346725464\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.36963963508605957\n",
+      "[Epoch 100/179] [D loss: -0.209714] [G loss: -0.579807]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.158629] [G loss: -0.635883]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.40237975120544434\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.33162063360214233\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3757625222206116\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3650127053260803\n",
+      "[Epoch 120/179] [D loss: -0.191453] [G loss: -0.603744]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43124914169311523\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4453388452529907\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39561402797698975\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3928722143173218\n",
+      "[Epoch 130/179] [D loss: -0.214297] [G loss: -0.578672]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.226437] [G loss: -0.551325]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47208836674690247\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5272244215011597\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5819123983383179\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45393475890159607\n",
+      "[Epoch 150/179] [D loss: -0.241331] [G loss: -0.499196]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5081491470336914\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4856179356575012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5344568490982056\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5766187906265259\n",
+      "[Epoch 160/179] [D loss: -0.297850] [G loss: -0.437993]\n",
+      "[Epoch 170/179] [D loss: -0.303905] [G loss: -0.429859]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4620891213417053\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4816875457763672\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4773673415184021\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5080220103263855\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": "5ace329f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:23.332840Z",
+     "iopub.status.busy": "2024-07-29T07:22:23.332123Z",
+     "iopub.status.idle": "2024-07-29T07:22:23.359322Z",
+     "shell.execute_reply": "2024-07-29T07:22:23.358543Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.048506,
+     "end_time": "2024-07-29T07:22:23.361328",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:23.312822",
+     "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": "e6a76684",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:23.396764Z",
+     "iopub.status.busy": "2024-07-29T07:22:23.396248Z",
+     "iopub.status.idle": "2024-07-29T07:22:24.330034Z",
+     "shell.execute_reply": "2024-07-29T07:22:24.329026Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.954097,
+     "end_time": "2024-07-29T07:22:24.332412",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:23.378315",
+     "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": "70841e4b",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.019448,
+     "end_time": "2024-07-29T07:22:24.370210",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:24.350762",
+     "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": 95.074041,
+   "end_time": "2024-07-29T07:22:26.948035",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-29T07:20:51.873994",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/3/mlu_log_ae.csv b/iris/lct_gan/3/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfe437caec19af52269164391c7fb09d460f6b55
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/3/mlu_log_gan.csv b/iris/lct_gan/3/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..962d3aade0a8038dece9f4fd9557ba51b5508ee1
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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