diff --git a/iris/lct_gan/4/0/synth.csv b/iris/lct_gan/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4435c3c043d3566343c54f6712008645d26cd0dd
--- /dev/null
+++ b/iris/lct_gan/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000000298813,4.899491317663892,1.6654274757523526,Iris-versicolor
+1,6.187506001188163,3.0540007220275807,5.403819582784423,2.837958843521564,Iris-virginica
+2,5.1089477161730255,3.0540000002310825,4.899491303572659,1.6654274752228826,Iris-versicolor
+3,5.1089477161730255,3.0540000001869463,4.8994913324038105,1.665427476185122,Iris-versicolor
+4,6.17958269740832,3.0540000215681897,4.93465092472056,1.8496635075467152,Iris-virginica
+5,5.1089477161730255,3.0540030988906217,1.510022437122065,1.6654274780117213,Iris-setosa
+6,6.1793664886229624,3.0546908299875852,1.5100826216622198,0.2615411955690372,Iris-setosa
+7,5.1089477161730255,3.054176883204901,1.510023492883368,0.26153085598141745,Iris-setosa
+8,5.1089477161730255,3.0540002645351705,1.5100223941909192,1.6654274753450617,Iris-setosa
+9,6.179366489232858,3.0540001351186956,4.899612188607576,1.6655436991762476,Iris-setosa
+10,6.179369939030425,3.0540046094011104,4.928094005905781,1.7486575255247319,Iris-virginica
+11,6.179380361849712,3.054000000001432,4.900081954046558,1.6659429960833294,Iris-virginica
+12,5.1089477161730255,3.054001357652908,1.5100224037192886,1.6654274757748633,Iris-setosa
+13,5.1089477161730255,3.054000000442297,4.899491299162189,1.6654274751518738,Iris-versicolor
+14,6.179366811657305,3.0540110532256497,4.9153409719370105,1.6998950548176446,Iris-setosa
+15,6.179367040550453,3.0540000000956162,4.899777605371336,1.6658646091927247,Iris-versicolor
+16,5.1089477161730255,3.0540000456913883,4.899491344638941,1.6654274761819656,Iris-setosa
+17,6.179366488623448,3.0540000006614236,4.899492637733241,1.6654277767667147,Iris-versicolor
+18,6.2186101630258515,3.054000003033177,5.23095555163629,2.4601655392546813,Iris-virginica
+19,6.1796642928516725,3.0540001769369556,4.980186582935451,2.028313358137847,Iris-virginica
+20,6.192126468897035,3.0540002377940234,5.366834446668126,2.814023925876848,Iris-virginica
+21,5.1089477161730255,3.0547558997938755,1.510023254974989,0.2615308360021588,Iris-setosa
+22,5.1089477161730255,3.0540000007804777,4.899491299422721,1.665427475149272,Iris-versicolor
+23,6.186109876093823,3.0540012474394107,5.437897828419244,2.8506239877941963,Iris-virginica
+24,5.1089477161730255,3.054000000176809,4.899491297524611,1.6654274751414824,Iris-versicolor
+25,5.1089477161730255,3.054000001345274,4.899491300296887,1.6654274751526483,Iris-setosa
+26,5.1089477161730255,3.05400000014351,4.899491298795286,1.6654274751547007,Iris-versicolor
+27,5.108947716173335,3.0540000004010572,4.899491983575742,1.6654275806960854,Iris-versicolor
+28,5.1089477161730255,3.054000006845377,4.899491319882833,1.665427475510844,Iris-setosa
+29,6.179366488649696,3.0540287396719448,4.89966423243938,1.6654982588042841,Iris-setosa
+30,6.179421582490502,3.0542084559217875,5.1776187938632505,0.5580438097962332,Iris-virginica
+31,6.179373241242721,3.054003700349399,4.938295149878704,1.791897801537231,Iris-virginica
+0,5.1089477161730255,3.0540000002141636,4.899491297726276,1.6654274751424318,Iris-versicolor
+1,5.108947716173036,3.0540000000159417,4.899491390066191,1.665427480532796,Iris-versicolor
+2,6.182466390098771,3.054000000018635,4.93133669261543,1.7241477416922282,Iris-virginica
+3,5.1089477161730255,3.0540000015598814,4.899491301079315,1.6654274751555354,Iris-setosa
+4,6.179366488697729,3.0540236654477946,4.899840635292215,1.6656153978091905,Iris-setosa
+5,5.108947716173039,3.054000000341144,4.899491503919725,1.6654274933888884,Iris-versicolor
+6,5.10894771617303,3.1045387288125648,1.5100602286567961,0.26153335759080054,Iris-setosa
+7,5.1089477161730255,3.054000012839294,4.899491302502687,1.6654274751649216,Iris-setosa
+8,5.1089477161730255,3.054001171598468,1.5100224042619608,1.6654274757625183,Iris-setosa
+9,5.1089477161730255,3.0540000063228416,4.899491317496031,1.665427475429136,Iris-setosa
+10,5.1089477161730255,3.054000466298776,1.5100223965411996,1.6654274754395357,Iris-setosa
+11,6.179835840229109,3.054126188663318,5.4478063998134605,0.7339014877538133,Iris-virginica
+12,5.1089477161730255,3.0540000004017442,4.899491300718933,1.6654274751702365,Iris-versicolor
+13,5.1089477161730255,3.054000008392428,4.899491332258233,1.665427475884754,Iris-setosa
+14,6.184820875617122,3.054000228685824,5.2281263786773255,2.648644650267732,Iris-virginica
+15,6.188376522695478,3.0540000099845583,5.099963567938228,2.408111366146156,Iris-virginica
+16,6.179366489083526,3.0540000000237937,4.8994974331854975,1.6654295751417434,Iris-versicolor
+17,6.179369957850842,3.054000000007423,4.899951071400027,1.666008350821307,Iris-versicolor
+18,6.193137047295375,3.0540000078600236,5.115526170389534,2.388399102902688,Iris-virginica
+19,6.179366491874914,3.0540260782004935,4.90137056466578,1.6672737742789996,Iris-setosa
+20,6.179397135100354,3.054255578887241,5.122386198798261,0.4987471021860251,Iris-virginica
+21,5.1089477161730255,3.054000019248347,4.899491319969239,1.6654274754784784,Iris-setosa
+22,5.1089477161730255,3.0540000188333623,4.899491312483526,1.6654274752918845,Iris-setosa
+23,5.1089477161730255,3.0540000001584766,4.899491297434876,1.665427475139799,Iris-versicolor
+24,6.2007935622484425,3.054000004718261,5.155760059034343,2.4115649743780483,Iris-virginica
+25,6.17936649083935,3.054000003441225,4.89956220832548,1.6654959549515722,Iris-versicolor
+26,5.1089477161730255,3.054000295437532,1.510022396754152,1.6654274754491338,Iris-setosa
+27,6.179532618628254,3.0540000001738306,4.907817626693624,1.6952925886008459,Iris-virginica
+28,5.1089477161730255,3.054000001863632,4.899491299431349,1.6654274751487435,Iris-setosa
+29,6.183191763568883,3.0540225041749087,5.617277274423602,2.904063404532237,Iris-virginica
+30,5.1089477161730255,3.0540000092288198,4.899491354610692,1.6654274767612132,Iris-setosa
+31,5.1089477161730255,3.05400000029207,4.899491297846938,1.6654274751422042,Iris-versicolor
+0,5.10894771617308,3.054000000005625,4.89949142098974,1.6654274841503132,Iris-versicolor
+1,5.1089477161730485,3.0540000007936277,4.899491650534983,1.6654275057499963,Iris-versicolor
+2,5.1089477161730255,3.05403713752384,1.5100226770107785,0.2615308187386518,Iris-setosa
+3,5.108947716173042,3.054000000003579,4.899491365246786,1.6654274790213375,Iris-versicolor
+4,6.1804142701223,3.0540968427559223,5.581586046258513,2.8276964726051026,Iris-virginica
+5,5.1089477161730255,3.0540000007708965,4.899491299184695,1.6654274751472602,Iris-versicolor
+6,6.179366489290971,3.0540000008231987,4.899513318143303,1.665442562261054,Iris-versicolor
+7,5.1089477161730255,3.0540000020692837,4.89949131427222,1.6654274753901697,Iris-setosa
+8,5.1089477161730255,3.054000000217232,4.899491312801551,1.665427475446699,Iris-versicolor
+9,5.108947716173029,3.0540003564682765,4.899492313879461,1.6654275946323644,Iris-setosa
+10,6.180285590051884,3.0540000000051086,4.910053674347655,1.6788657406288932,Iris-virginica
+11,5.1089477161730255,3.0540000993727383,1.5100223900415362,1.6654274752311404,Iris-setosa
+12,6.179367366322523,3.0540054729405917,4.915759246104818,1.7056649532957637,Iris-virginica
+13,6.179694306888263,3.0540000000034593,4.904350812276198,1.6712068491693337,Iris-virginica
+14,6.182634206895708,3.0540000000140477,4.927767430347622,1.7058717793155158,Iris-virginica
+15,5.1089477161730255,3.0540000003446965,4.899491300834426,1.6654274751723557,Iris-versicolor
+16,5.1089477161730255,3.0540000000447645,4.8994913142901515,1.6654274756253376,Iris-versicolor
+17,6.179380720154538,3.054105620307965,5.0557126313983485,0.44488608242415767,Iris-virginica
+18,6.180355853708002,3.0540001098840523,5.030167354507947,2.2258781712389344,Iris-virginica
+19,5.1089477161730255,3.0540017148511422,1.5100226433237394,1.6654275108012326,Iris-setosa
+20,6.1793716325077,3.054002817109333,4.929795352408677,1.762318711699592,Iris-virginica
+21,6.179366488627981,3.054000008546764,4.89949606873694,1.6654288373305077,Iris-versicolor
+22,6.179366493669461,3.054436717780048,1.513923904414513,0.26491879885734715,Iris-setosa
+23,5.1089477161730255,3.054038174457788,1.5100226970133068,0.26153082006963846,Iris-setosa
+24,5.1089477161730255,3.0540000229114477,4.899491302933961,1.6654274751713636,Iris-setosa
+25,6.179396833774893,3.05400000275541,4.904871082093846,1.6910274968882821,Iris-virginica
+26,6.209660156023436,3.0540000000096716,5.0144343338136865,1.7470189239362022,Iris-virginica
+27,6.1793664886690305,3.054000010258347,4.899507620828981,1.6654365883823405,Iris-versicolor
+28,5.1089477161730255,3.0540000356217063,4.89949131957931,1.665427475412247,Iris-setosa
+29,6.179422511802242,3.0540055172548213,5.010401589830629,2.04870172112761,Iris-virginica
+30,6.192711350088132,3.054000042722899,5.220037327818965,2.634785010037511,Iris-virginica
+31,6.181587948294826,3.0540330903100426,5.579613617059926,2.862094322894672,Iris-virginica
+0,6.179366491450704,3.0540000082269185,4.899615001511379,1.6655692205303694,Iris-versicolor
+1,5.1089477161730255,3.0540000006779797,4.899491302634389,1.6654274751896911,Iris-versicolor
+2,5.1089477161730255,3.054000979242439,1.510022394319886,1.6654274753721963,Iris-setosa
+3,5.108947716173118,3.05400006524448,4.899493499468293,1.6654279086632051,Iris-setosa
+4,5.1089477161730255,3.0540006835289404,1.5100224111638605,1.6654274761492176,Iris-setosa
+5,6.203593447936327,3.0540000009403143,5.090894468354182,2.1514000275618423,Iris-virginica
+6,5.1089477161730255,3.0540001632783045,1.5100223937924266,1.6654274753378777,Iris-setosa
+7,6.179373541018593,3.0540000023183547,4.902083743547677,1.6762299919148549,Iris-virginica
+8,6.179366529937166,3.0540000014426796,4.899720427969021,1.6658037855133443,Iris-versicolor
+9,6.179805160975272,3.054002768534498,5.125099683459315,2.377064128698027,Iris-virginica
+10,5.1089477161730255,3.05400000081045,4.899491300007804,1.6654274751542157,Iris-versicolor
+11,6.1793667037422475,3.054003504787598,4.905550179046843,1.677157523839968,Iris-virginica
+12,6.180815793274228,3.0540007795254174,5.170544423178891,2.5027849065378933,Iris-virginica
+13,5.108947716173028,3.054003401316588,1.5100235579748527,1.6654277114949858,Iris-setosa
+14,6.180194726077568,3.054000811151964,5.137886654746613,2.4543806749929837,Iris-virginica
+15,5.1089477161730255,3.054000001061825,4.899491301542728,1.6654274751684903,Iris-setosa
+16,6.183979132942134,3.054003780853229,5.467795036433349,2.845132187963314,Iris-virginica
+17,6.18019493932705,3.05400000901065,4.951837471950038,1.9438095293528646,Iris-virginica
+18,6.179387964266978,3.0540250529965745,5.02478921190098,2.0376077133306154,Iris-virginica
+19,6.18634877198431,3.054000831491689,5.409884851346766,2.8449884224765905,Iris-virginica
+20,5.1089477161730255,3.054000026869142,4.899491310719112,1.6654274752569367,Iris-setosa
+21,5.1089477161730255,3.054000009940398,4.899491310054813,1.6654274752705323,Iris-setosa
+22,5.1089477161730255,3.054000008223326,4.899491312890198,1.6654274753410672,Iris-setosa
+23,5.1089477161730255,3.054000061257863,4.899491310364731,1.6654274752479346,Iris-setosa
diff --git a/iris/lct_gan/4/0/test.csv b/iris/lct_gan/4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/0/train.csv b/iris/lct_gan/4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/0/val.csv b/iris/lct_gan/4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/synth.csv b/iris/lct_gan/4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52cf49d25ada65abeaf3e6863de0c4ff4d9056fa
--- /dev/null
+++ b/iris/lct_gan/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000038000326,4.899491321049777,1.6654274755335297,Iris-setosa
+1,5.108947716173026,3.0540000000780108,4.899491337915556,1.6654274765936936,Iris-versicolor
+2,6.179367268541787,3.0540000448279856,4.901691579173443,1.671588331870412,Iris-virginica
+3,6.180093044332673,3.0540000000251264,4.9100308696827675,1.6834471937370943,Iris-virginica
+4,6.184346399965802,3.05400000142675,4.987409353565633,2.034808018813116,Iris-virginica
+5,6.197123613099535,3.0540000027440026,5.103303783009727,2.2967570097075747,Iris-virginica
+6,6.1793664886235975,3.054640132968247,1.5100931071822885,0.26154308475940463,Iris-setosa
+7,5.108947716173026,3.054001842857188,1.5100229888892132,1.6654275776588874,Iris-setosa
+8,5.1089477161730255,3.0540735771887677,1.5100226460291246,0.26153081656058463,Iris-setosa
+9,5.1089477161730255,3.0540000072950018,4.899491306570892,1.6654274752081333,Iris-setosa
+10,6.179366488628275,3.0540000000040943,4.899491793062225,1.6654275401975358,Iris-versicolor
+11,6.196810829531812,3.054000034708967,5.241253411026267,2.6411653995978788,Iris-virginica
+12,6.18881836446582,3.0540005335644147,5.410071903690935,2.835243795241073,Iris-virginica
+13,6.1874241587039585,3.054004459284722,5.600699954277766,2.9506637811774663,Iris-virginica
+14,6.1839521535275805,3.054017970981649,5.617986512477432,2.9167142453395964,Iris-virginica
+15,5.1089477161730255,3.05411875957568,1.5100225061021721,0.26153081122149063,Iris-setosa
+16,5.1089477161730255,3.0540060787778884,1.5100224617551952,1.6654274796241761,Iris-setosa
+17,6.1797798351374595,3.0540000897961646,4.982411325185071,2.0537389683166474,Iris-virginica
+18,5.1089477161730255,3.0540000082537,4.899491302948471,1.6654274751728124,Iris-setosa
+19,6.179366489339015,3.05400003375794,4.899574879852109,1.6655111829452955,Iris-versicolor
+20,5.1089477161730255,3.054000001049963,4.899491300352796,1.6654274751574447,Iris-setosa
+21,6.183690476631617,3.0540000002147707,4.962571513743668,1.8689030908552133,Iris-virginica
+22,6.179535763426285,3.0541115454112298,5.268696326194012,0.6364980457567742,Iris-virginica
+23,6.179401431386759,3.05400000037302,4.902945925635153,1.677310384784108,Iris-virginica
+24,5.1089477161730255,3.0540000000024206,4.899491298991853,1.6654274751887077,Iris-versicolor
+25,6.179528671432209,3.054000000313504,4.908843971843772,1.7007643688005891,Iris-virginica
+26,6.190345904923371,3.054000000002566,4.944502014664269,1.6915674853288596,Iris-virginica
+27,5.1089477161730255,3.0540000000784873,4.899491296586944,1.6654274751375633,Iris-versicolor
+28,6.179455182263306,3.0540000000078034,4.902164564330611,1.669854554244181,Iris-virginica
+29,6.179366489240632,3.0540000000265546,4.899499502229851,1.6654303854481094,Iris-versicolor
+30,5.1089477161730255,3.05400000153075,4.899491314083009,1.6654274754070242,Iris-setosa
+31,6.218399492407941,3.0540000000178336,5.046840727208157,1.7888744196157342,Iris-virginica
+0,6.182164999299616,3.0540000074839395,4.996807439401831,2.1516390624796733,Iris-virginica
+1,6.1794238291700845,3.0540001473409397,4.935085709484506,1.8275081837232645,Iris-virginica
+2,5.1089477161730255,3.0540000003128394,4.899491302472295,1.6654274752026943,Iris-versicolor
+3,6.179366488642221,3.054000000001547,4.899492034051443,1.6654275854374,Iris-versicolor
+4,6.180916171469576,3.0540000029794503,4.954683247743109,1.968165381275791,Iris-virginica
+5,5.1089477161730255,3.0540655337689557,1.510022506695563,0.2615308115756026,Iris-setosa
+6,5.1089477161730255,3.0540000089804016,4.899491303934531,1.665427475176805,Iris-setosa
+7,5.1089477161730255,3.0540027128097846,1.5100224923402068,1.665427483813358,Iris-setosa
+8,5.1089477161730255,3.0540000081282956,4.899491323055599,1.6654274755617244,Iris-setosa
+9,6.180265280021394,3.0540000140029506,4.964960758499496,2.010268727558183,Iris-virginica
+10,5.1089477161730255,3.054000000203739,4.899491311358521,1.665427475430749,Iris-versicolor
+11,5.1089477161730255,3.0540000029115144,4.899491302920199,1.665427475170946,Iris-setosa
+12,5.1089477161730255,3.0540000659863766,4.8994913125865365,1.665427475279707,Iris-setosa
+13,5.1089477161730255,3.0588290177467012,1.5100271771990843,0.2615310401180669,Iris-setosa
+14,5.1089477161730255,3.0540016430434287,1.5100224267490767,1.665427477203414,Iris-setosa
+15,6.179368771858428,3.054000361134873,4.910508473187139,1.7008447638023672,Iris-virginica
+16,5.1089477161730255,3.0540000005386316,4.8994912980581535,1.665427475142505,Iris-versicolor
+17,5.1089477161730255,3.0540037025732465,1.5100226927602114,1.665427513295507,Iris-setosa
+18,6.20428300211678,3.054000088038702,5.399995540490796,2.8242222966165764,Iris-virginica
+19,6.179366488812301,3.0540638053465665,1.5103697458960852,0.26170614906723194,Iris-setosa
+20,6.1793665180439055,3.0540000029639764,4.899717893892093,1.6657544240903306,Iris-versicolor
+21,6.179677714279027,3.054001324348846,5.048794408649061,2.2025971412073972,Iris-virginica
+22,5.108947716173057,3.056440214733067,1.5100547032916114,0.2615341839177003,Iris-setosa
+23,6.179366488687883,3.0579591068866385,1.5111123671036994,0.26191871353643,Iris-setosa
+24,6.17936649728049,3.054056958839371,4.903420834696532,0.263521494127238,Iris-setosa
+25,6.180698362179309,3.0540000108013197,4.96469272434679,2.007332106072029,Iris-virginica
+26,5.108947716173122,3.054367203813007,1.5100503369164102,0.2615345688063335,Iris-setosa
+27,5.1089477161730255,3.054000009647989,4.899491307514866,1.6654274752349445,Iris-setosa
+28,6.1793664886514,3.0540000000768606,4.899493923107829,1.6654281419153742,Iris-versicolor
+29,6.179366489298087,3.054000000024357,4.899500861321551,1.665431382516396,Iris-versicolor
+30,5.108947716173028,3.0540000001419747,4.899491396497511,1.665427481134061,Iris-versicolor
+31,5.1089477161730255,3.054048276174633,1.5100233043905817,0.26153085809317533,Iris-setosa
+0,5.1089477161730255,3.0540000011068393,4.899491299175606,1.6654274751462563,Iris-setosa
+1,6.180589265940802,3.0540000064990345,4.961697160348321,2.014422996778746,Iris-virginica
+2,5.1089477161730255,3.054029489994477,1.5100226473576372,0.26153081839977216,Iris-setosa
+3,6.181914962844893,3.054000165411383,5.114118124988949,2.433343461924345,Iris-virginica
+4,5.1089477161730255,3.0540099285326576,1.510022415008133,1.6654274764234833,Iris-setosa
+5,6.180843272042899,3.054010595758443,5.383303557608176,2.7270898652585642,Iris-virginica
+6,5.1089477161730255,3.0540000003767456,4.899491297727337,1.6654274751408036,Iris-versicolor
+7,6.180617613481062,3.054029471241523,5.475692007196649,2.784838488023484,Iris-virginica
+8,5.1089477161730255,3.054003642828078,1.510022450326991,1.6654274789433539,Iris-setosa
+9,5.108947716173026,3.054000000248772,4.899491351842622,1.6654274775015467,Iris-versicolor
+10,6.179366730331392,3.0540021891500992,4.90507943437335,1.6765798517716752,Iris-virginica
+11,6.179374454662879,3.0540000000369636,4.9003221368278,1.6669030222356125,Iris-virginica
+12,5.10894771617306,3.054000000003923,4.899491387154056,1.665427480685554,Iris-versicolor
+13,5.1089477161730255,3.0540000042985667,4.899491300682523,1.6654274751558795,Iris-setosa
+14,6.181955952933374,3.0540000267735277,5.039708312265354,2.3024614300277175,Iris-virginica
+15,6.17938390988518,3.0540154729303666,4.988917997758028,1.9378222762777952,Iris-virginica
+16,5.1089477161730255,3.054000003087402,4.8994913046176585,1.665427475198464,Iris-setosa
+17,6.179366488622534,3.103979239481865,1.5102660401537198,0.2615640539617168,Iris-setosa
+18,5.1089477161730255,3.0540125850053648,1.5100226059649307,1.6654274954305333,Iris-setosa
+19,5.1089477161730255,3.0540000090671118,4.899491306165432,1.665427475194957,Iris-setosa
+20,5.1089477161730255,3.054000000107527,4.89949130002718,1.6654274751722309,Iris-versicolor
+21,6.179503662614543,3.054000000123084,4.906270344173082,1.686682408217454,Iris-virginica
+22,6.185003421704753,3.054000098280608,5.164315365000391,2.554497049338136,Iris-virginica
+23,5.1089477161730255,3.0540000008106647,4.899491299847073,1.6654274751522555,Iris-versicolor
+24,5.1089477161730255,3.0540000059852273,4.8994913099432145,1.6654274752834985,Iris-setosa
+25,5.1089477161730255,3.0540011258634796,1.5100224648800087,1.665427480920048,Iris-setosa
+26,6.179366644419329,3.054000000395516,4.899754718019606,1.6658461815827026,Iris-versicolor
+27,5.108947716173139,3.0540000072824056,4.899492748677274,1.665427758437722,Iris-versicolor
+28,6.179366488762983,3.0540000153313454,4.899525302396618,1.6654554608775507,Iris-versicolor
+29,5.1089477161730255,3.054000000609741,4.899491298478116,1.665427475144153,Iris-versicolor
+30,6.214650716071948,3.0540000000903675,5.071387695382067,1.9086444338777058,Iris-virginica
+31,5.1089477161730255,3.0540000004529553,4.899491298706308,1.6654274751448992,Iris-versicolor
+0,6.181154448439828,3.054002228041686,5.306030003011516,2.703425147381197,Iris-virginica
+1,5.1089477161730255,3.0540000236677876,4.89949130766707,1.6654274752253395,Iris-setosa
+2,6.179366488627473,3.054000001912315,4.89949420693641,1.665428244763929,Iris-versicolor
+3,5.1089477161730255,3.0540000000412415,4.899491314203744,1.6654274755515421,Iris-versicolor
+4,6.195279793421138,3.054000047889559,5.254500083835513,2.6883222541256315,Iris-virginica
+5,6.180436350289065,3.054148095433706,5.592866818441227,0.7854363372604782,Iris-virginica
+6,5.108947716173032,3.0581096432732218,1.5100409114545181,0.2615322686568189,Iris-setosa
+7,5.1089477161730255,3.054005627831688,1.5100225351262775,1.665427487704182,Iris-setosa
+8,5.1089477161730255,3.05400003421814,4.899491311057273,1.6654274752660272,Iris-setosa
+9,6.179366939812667,3.0540234304164344,4.92093295654589,1.711835309649709,Iris-setosa
+10,5.1089477161730255,3.0540000052377025,4.899491314899629,1.6654274754025717,Iris-setosa
+11,6.198915215500783,3.054000049252319,5.291552706876731,2.7047257186724902,Iris-virginica
+12,6.199236913193125,3.054000000014412,4.983915360605814,1.7438161026937447,Iris-virginica
+13,5.1089477161730255,3.0540000483266,4.899491307801327,1.6654274752127107,Iris-setosa
+14,5.1089477161730565,3.070157883409474,1.5100791084860348,0.26153639679544416,Iris-setosa
+15,6.179369145365695,3.054007907629907,4.932972293771295,1.7574222283576675,Iris-virginica
+16,5.1089477161730255,3.0540000000203116,4.899491309218808,1.665427475433085,Iris-versicolor
+17,5.1089477161730255,3.0540009512673767,1.510022403601965,1.6654274757714982,Iris-setosa
+18,6.179366488990303,3.054000000007531,4.8994955878940925,1.6654288124874377,Iris-versicolor
+19,5.1089477161730255,3.0540016033133788,1.510022515811298,1.665427486072684,Iris-setosa
+20,5.1089477161730255,3.0540000066318953,4.89949130518782,1.665427475199074,Iris-setosa
+21,5.1089477161730255,3.0540000002480383,4.899491297802297,1.6654274751420475,Iris-versicolor
+22,5.1089477161730255,3.054000000343616,4.899491297925672,1.6654274751422766,Iris-versicolor
+23,5.1089477161730255,3.054005802437519,1.5100224098473352,1.6654274760500865,Iris-setosa
diff --git a/iris/lct_gan/4/1/test.csv b/iris/lct_gan/4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/train.csv b/iris/lct_gan/4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/1/val.csv b/iris/lct_gan/4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/synth.csv b/iris/lct_gan/4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55ac24978d078951f333331daf52ea0fcb298f5b
--- /dev/null
+++ b/iris/lct_gan/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179399190039502,3.054000044704689,4.916907738555618,1.7507083566366028,Iris-virginica
+1,5.1089477161730255,3.0540000118904063,4.8994913042314945,1.6654274751807217,Iris-setosa
+2,6.1793664886396655,3.0540000076555436,4.899501024519669,1.6654318350723203,Iris-versicolor
+3,5.108947716173049,3.054002487520826,4.899496091496814,1.665428258257565,Iris-setosa
+4,6.18204826547037,3.0540000021804445,4.96615637517143,1.9771034548974318,Iris-virginica
+5,6.17939982712723,3.054000000000266,4.900185856989958,1.6658486082564101,Iris-virginica
+6,5.1089477161730255,3.0540004012309456,1.5100223971765403,1.6654274754679035,Iris-setosa
+7,6.180611629423489,3.054000041388874,5.005538766676507,2.152744187880519,Iris-virginica
+8,5.1089477161730255,3.0540000410278685,4.899491308542378,1.6654274752291252,Iris-setosa
+9,5.108947716173026,3.0541643304103445,1.5100251701988074,0.26153099220368814,Iris-setosa
+10,5.1089477161730255,3.054000072435517,4.899491348981321,1.6654274763128296,Iris-setosa
+11,5.1089477161730255,3.05400000110065,4.899491323713476,1.6654274757115501,Iris-versicolor
+12,6.1943250604169915,3.054000247798291,5.3995288851641305,2.832211982627453,Iris-virginica
+13,5.108947716173031,3.0540000003218157,4.899491443217459,1.6654274852639972,Iris-versicolor
+14,6.179366488691958,3.054290447935697,1.5104239986337538,0.2616871041374447,Iris-setosa
+15,6.179366584710929,3.0540000001094834,4.89962530321721,1.6655747710147017,Iris-versicolor
+16,5.108947716173224,3.0540086957837875,1.5100317126264653,1.6654310540818282,Iris-setosa
+17,6.196007208578559,3.0540000013997846,5.076211834870737,2.190720775621906,Iris-virginica
+18,6.179679600669821,3.054000244304368,4.991727191035272,2.0589649011817053,Iris-virginica
+19,6.186451893751449,3.054000000183076,4.974585543372227,1.8552768737818124,Iris-virginica
+20,6.179367498448406,3.0545320208694178,4.9785447846388715,0.3314563567935595,Iris-setosa
+21,6.188742613927565,3.054000454100827,5.399832451257849,2.8428435291147593,Iris-virginica
+22,6.181356398051571,3.054007348194301,5.3946060916977405,2.763540941446389,Iris-virginica
+23,6.17936648865395,3.0540000000019076,4.899492422540006,1.6654276670406463,Iris-versicolor
+24,5.1089477161730255,3.0540209298575265,1.510022436703543,1.665427477667815,Iris-setosa
+25,6.181915244679311,3.0540000000363303,4.929683522471837,1.7277109815482325,Iris-virginica
+26,6.1833050481073775,3.054003052260965,5.446697543111538,2.835498751899445,Iris-virginica
+27,5.1089477161730255,3.054005791855181,1.510022399821814,1.6654274755835503,Iris-setosa
+28,6.198932085826726,3.0540000017866125,5.096415289026292,2.2282097404833077,Iris-virginica
+29,5.108947716173027,3.0540000007649994,4.89949143622475,1.6654274839375243,Iris-versicolor
+30,5.1089477161730255,3.0540000930464735,1.5100223933875891,1.66542747532469,Iris-setosa
+31,6.180660086032529,3.054095619317498,5.601843329866416,2.841201240729752,Iris-virginica
+0,5.1089477161730255,3.0540000001876164,4.899491297575548,1.665427475141004,Iris-versicolor
+1,6.182267061181102,3.0540462052435675,5.63349664872228,2.8895415243003564,Iris-virginica
+2,6.180828855088184,3.054180105857864,5.650426511759091,0.8023543171022993,Iris-virginica
+3,6.179366493205088,3.054005910765777,4.901218633490998,1.6675277111547837,Iris-setosa
+4,6.179366488705054,3.054000540872739,4.899566870208467,1.6654739937590708,Iris-setosa
+5,6.179383630522205,3.054000360511381,4.924451464481378,1.764088576293338,Iris-virginica
+6,6.183568876496268,3.0540005262504897,5.257417630147239,2.6657770695192395,Iris-virginica
+7,6.179428889073949,3.054042419014665,5.114102766585725,2.2652475197594697,Iris-virginica
+8,6.17936992612241,3.0540000000535295,4.900142894713967,1.6666155539662544,Iris-virginica
+9,5.1089477161730255,3.0540000006295775,4.899491298193267,1.6654274751426859,Iris-versicolor
+10,6.17936986104345,3.0540000004892853,4.900693362108661,1.669205502696559,Iris-virginica
+11,5.1089477161730255,3.0540000569340693,4.8994914269170895,1.6654274806551892,Iris-setosa
+12,5.1089477161730255,3.0540000015313513,4.899491303796138,1.6654274751897853,Iris-setosa
+13,5.1089477161730255,3.0540000852592732,1.5100223897914087,1.6654274752236806,Iris-setosa
+14,6.17936661294467,3.0540000000059493,4.8995643781772475,1.6654839136764774,Iris-versicolor
+15,6.180767804036241,3.054000000068575,4.9234306512642325,1.7267076769832086,Iris-virginica
+16,6.179377947374781,3.054014178094567,4.96592525496589,1.8607825855597584,Iris-virginica
+17,6.179366488630204,3.0540203616861064,4.899569347625977,1.6654517770107686,Iris-setosa
+18,5.1089477161730255,3.054000000553752,4.899491344666559,1.6654274769323332,Iris-versicolor
+19,5.1089477161730255,3.054000000079061,4.899491298495011,1.6654274751556806,Iris-versicolor
+20,5.1089477161730255,3.0540000003877483,4.899491298751572,1.6654274751479645,Iris-versicolor
+21,6.179366558450051,3.054000000004098,4.899539635049402,1.6654617737996278,Iris-versicolor
+22,6.183505986461671,3.0540000000056864,4.928461682076806,1.6953976133606865,Iris-virginica
+23,6.179952494362135,3.0540002325224815,5.024766562008275,2.1844304352498454,Iris-virginica
+24,5.1089477161730255,3.0540000111130725,4.899491325793141,1.665427475644827,Iris-setosa
+25,5.1089477161730255,3.054000000087564,4.899491296772258,1.6654274751379492,Iris-versicolor
+26,6.197553975825467,3.054000006012298,5.14366639208287,2.42224005769031,Iris-virginica
+27,6.1839433767471315,3.054010146130908,5.586016670438483,2.9151458755926423,Iris-virginica
+28,6.179375151143545,3.0542448745100805,5.04582179470753,0.4170754000142285,Iris-virginica
+29,5.1089477161730255,3.054000000240248,4.899491306037952,1.6654274752573612,Iris-versicolor
+30,6.179366489958512,3.0541393137436876,1.5113002041256862,0.262437581929509,Iris-setosa
+31,5.1089477161730255,3.054000000484416,4.8994913002647715,1.6654274751580707,Iris-versicolor
+0,5.1089477161730255,3.054000000597558,4.899491298537115,1.6654274751442533,Iris-versicolor
+1,5.1089477161730255,3.054000002291109,4.899491302582681,1.665427475172126,Iris-setosa
+2,6.180024506019109,3.054010162099533,5.2551978155937675,2.5662461454041527,Iris-virginica
+3,6.179516523575725,3.054000000403589,4.908620154852876,1.6996969792298866,Iris-virginica
+4,5.1089477161730255,3.0540000001623566,4.899491297243997,1.6654274751389697,Iris-versicolor
+5,6.179366490269733,3.0541760022562867,1.5118185388243326,0.2629343849961038,Iris-setosa
+6,5.1089477161730255,3.0540000026895333,4.899491302753912,1.6654274751747986,Iris-setosa
+7,5.108947716173028,3.0540333491316187,1.5100244558450346,0.26153097750937027,Iris-setosa
+8,6.179414556712045,3.0540000000331586,4.901836782448359,1.6700857889773397,Iris-virginica
+9,5.1089477161730255,3.054000048341078,4.899491413175146,1.6654274792744792,Iris-setosa
+10,5.1089477161730255,3.0540000259041493,4.899491308571834,1.6654274752333045,Iris-setosa
+11,5.1089477161730255,3.0540000090988677,4.899491305944024,1.6654274751940064,Iris-setosa
+12,6.187420706973082,3.05400002540462,5.118726746558743,2.460961260864747,Iris-virginica
+13,6.1896351488468,3.054000097378613,5.247154814931397,2.6817198998413905,Iris-virginica
+14,6.179752015012753,3.0540000001388865,4.910153905750951,1.6943548307094844,Iris-virginica
+15,6.179366488791664,3.054000045667523,4.899529317279485,1.6654585541199323,Iris-versicolor
+16,5.108947716173032,3.054527468341498,1.510030617399879,0.26153155802212613,Iris-setosa
+17,6.184667562922216,3.054000872020111,5.355611506127525,2.780532205332573,Iris-virginica
+18,5.1089477161730255,3.0540050854247482,1.5100225313529734,1.6654274873335795,Iris-setosa
+19,6.179366488732402,3.0540000000373424,4.8994967796006605,1.6654293901019548,Iris-versicolor
+20,6.18105754585372,3.0540238858798987,5.498436251524874,2.818411539950589,Iris-virginica
+21,6.1897335946375724,3.0540011531033517,5.522418473202333,2.918642185410642,Iris-virginica
+22,6.179596300472467,3.0540036096979386,5.099194409599502,2.313182660286335,Iris-virginica
+23,5.1089477161730255,3.0540000002487915,4.899491297369349,1.6654274751396752,Iris-versicolor
+24,5.108947716173213,3.054000001632324,4.899492214087025,1.665427619984651,Iris-versicolor
+25,6.183664213567999,3.054002083698733,5.415493770221092,2.8219933573456593,Iris-virginica
+26,5.1089477161730255,3.054001931415685,1.5100224788354097,1.6654274822298094,Iris-setosa
+27,5.108947716173033,3.054000326751731,4.899492645388186,1.6654276513712454,Iris-setosa
+28,5.1089477161730255,3.0540000455962346,4.89949131081423,1.6654274752482219,Iris-setosa
+29,6.179447299167685,3.0540000000080005,4.901955487435889,1.6689946203850186,Iris-virginica
+30,5.1089477161730255,3.0540000003534127,4.899491300790308,1.66542747517367,Iris-versicolor
+31,6.195101714504905,3.0540000062361643,5.132996579181556,2.419201824178046,Iris-virginica
+0,5.1089477161730255,3.054000000714714,4.899491299364794,1.6654274751468594,Iris-versicolor
+1,5.1089477161730255,3.054000000297463,4.8994912990168675,1.665427475151854,Iris-versicolor
+2,5.1089477161730255,3.054000000484512,4.899491299362664,1.6654274751520604,Iris-versicolor
+3,6.184747005717938,3.0540000027462435,5.016961228883764,2.1829321733637013,Iris-virginica
+4,6.179379335732283,3.0540000152210336,4.907090328758477,1.7025929219740186,Iris-virginica
+5,5.1089477161730255,3.054000001019845,4.89949129974659,1.665427475151663,Iris-setosa
+6,6.181041295842369,3.0540033862798732,5.354410799170483,2.7458331470334207,Iris-virginica
+7,6.180962188215222,3.054016831164293,5.436248475989482,2.770288314075625,Iris-virginica
+8,6.180929799218201,3.0540001101144134,5.080620997308089,2.3779836222648907,Iris-virginica
+9,5.1089477161730255,3.054113744977999,1.5100225318278513,0.26153081196674843,Iris-setosa
+10,6.179370348078138,3.054000000052258,4.900160769581946,1.6666598833097115,Iris-virginica
+11,5.1089477161730255,3.0540000002225614,4.899491299655677,1.6654274751606046,Iris-versicolor
+12,5.1089477161730255,3.05400051268219,1.5100224154361537,1.6654274764315011,Iris-setosa
+13,6.183668615204615,3.054003052735763,5.4270584477403,2.8066972107016226,Iris-virginica
+14,6.179526274270998,3.0540000002693732,4.908745904905995,1.7022966209926675,Iris-virginica
+15,5.1089477161730255,3.0540000010308517,4.89949129914365,1.6654274751467975,Iris-versicolor
+16,5.1089477161730255,3.054000000117776,4.8994912969901,1.665427475138786,Iris-versicolor
+17,5.1089477161730255,3.0540000195955175,4.899491303828831,1.6654274751760505,Iris-setosa
+18,5.1089477161730255,3.0540000004297796,4.899491357182639,1.6654274776859481,Iris-versicolor
+19,5.108947716173029,3.054864150697264,1.5100303570107356,0.2615314194553797,Iris-setosa
+20,6.179366493171254,3.054054104327894,4.902887010978604,0.2632132349601157,Iris-setosa
+21,6.195710408525695,3.0540000011821884,5.063595581990626,2.139296477009678,Iris-virginica
+22,6.183457673384259,3.0540000174755155,5.043060596440365,2.299725083156601,Iris-virginica
+23,6.182634871655432,3.0540099067689805,5.502920605102447,2.849473237471275,Iris-virginica
diff --git a/iris/lct_gan/4/10/test.csv b/iris/lct_gan/4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/train.csv b/iris/lct_gan/4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/10/val.csv b/iris/lct_gan/4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/synth.csv b/iris/lct_gan/4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a47f8423f95ce6f4fd4606547ee40b286ac7f16
--- /dev/null
+++ b/iris/lct_gan/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000494567492,1.5100224087458873,1.6654274760482013,Iris-setosa
+1,6.1835824031540065,3.0540000014628874,4.978376586360552,2.0078181889803886,Iris-virginica
+2,5.1089477161730255,3.054068042545645,1.5100224635035984,0.26153081014514235,Iris-setosa
+3,5.1089477161730255,3.054000000702121,4.899491298188156,1.6654274751426656,Iris-versicolor
+4,6.194386711913939,3.054000004211005,5.104898267919172,2.3385517874380346,Iris-virginica
+5,5.1089477161730255,3.054000001703179,4.8994912995910305,1.6654274751485179,Iris-setosa
+6,6.179366552327058,3.0540000968135805,4.9006456589574885,1.6677457780293943,Iris-virginica
+7,5.108947716173029,3.054000002892374,4.89949152516944,1.6654274912340328,Iris-versicolor
+8,6.1987126865336855,3.0540000000572562,5.011330998348938,1.8330876053295522,Iris-virginica
+9,6.179372557684368,3.0540000008301504,4.901171984725319,1.6708540537416012,Iris-virginica
+10,5.1089477161730255,3.054000001138073,4.8994913014598005,1.6654274751641585,Iris-setosa
+11,6.1793700143788115,3.054000000000484,4.899695274606955,1.665562476323328,Iris-versicolor
+12,5.1089477161730255,3.0540000371787377,4.899491315948202,1.6654274753373735,Iris-setosa
+13,5.1089477161730255,3.0541224009314116,1.510022568577003,0.2615308130883947,Iris-setosa
+14,6.179366488643644,3.0540000001449865,4.89949362022929,1.6654280690340688,Iris-versicolor
+15,5.108947716173026,3.0540000000257197,4.899491325873213,1.6654274761860357,Iris-versicolor
+16,6.179366926983246,3.05400001022625,4.900831405509078,1.6691770136293074,Iris-virginica
+17,6.18388087643533,3.0540162710958842,5.615891716326763,2.921573456147926,Iris-virginica
+18,5.1089477161730255,3.0540000028679883,4.899491318745369,1.665427475501397,Iris-setosa
+19,5.1089477161730255,3.0540016925837783,1.5100225036597312,1.6654274857765783,Iris-setosa
+20,5.1089477161730255,3.0540000001551113,4.899491297082831,1.6654274751388072,Iris-versicolor
+21,5.1089477161730255,3.05400000069738,4.899491304222066,1.665427475207229,Iris-versicolor
+22,5.108947716173382,3.054000001384622,4.899492395111631,1.6654276447859644,Iris-versicolor
+23,6.191886512598012,3.054000349839699,5.408865393558733,2.8441801200813757,Iris-virginica
+24,6.179367181964376,3.0540000006615204,4.90012450652802,1.666798897050034,Iris-virginica
+25,5.1089477161730255,3.0540000087823485,4.899491304843239,1.6654274751869422,Iris-setosa
+26,6.179914059737962,3.054002564552695,5.1425024552442995,2.3963325668986046,Iris-virginica
+27,6.17936649278398,3.0541052320300075,4.903333525207105,0.2633473487595929,Iris-setosa
+28,6.179366488761599,3.054010017076219,4.899789330683229,1.6656072088846605,Iris-setosa
+29,6.180926971984988,3.0540547404504723,5.557894483612778,2.8288052521759086,Iris-virginica
+30,6.180370045299758,3.0540000133604592,4.969305398133722,2.035132639611659,Iris-virginica
+31,5.1089477161730255,3.054000161628327,4.899491427773814,1.6654274803690845,Iris-setosa
+0,5.108947716173342,3.0540000041641213,4.899492904902029,1.6654278058144762,Iris-versicolor
+1,6.179818892647071,3.0540375535004505,5.348975425249868,2.63495111816342,Iris-virginica
+2,6.182565048877583,3.054000177524152,5.158796920628454,2.545865899891945,Iris-virginica
+3,5.1089477161730255,3.0540000000419267,4.8994913113785765,1.665427475463326,Iris-versicolor
+4,5.1089477161730255,3.0540000007818158,4.8994912982849765,1.6654274751430413,Iris-versicolor
+5,5.1089477161730255,3.0540000038690516,4.899491300926945,1.6654274751559992,Iris-setosa
+6,6.179366488639434,3.0540000000408076,4.899493281355791,1.6654278982931243,Iris-versicolor
+7,5.1089477161730255,3.054000128225844,1.5100223900817167,1.6654274752336673,Iris-setosa
+8,6.180463122990185,3.054002737846346,5.241994266379246,2.603817381292089,Iris-virginica
+9,5.1089477161730255,3.0540000083466765,4.899491311475709,1.6654274753004938,Iris-setosa
+10,5.1089477161730255,3.0540000007663255,4.8994912993303785,1.6654274751478784,Iris-versicolor
+11,6.179366592912404,3.0540000007504924,4.899724549535627,1.6657972682900049,Iris-versicolor
+12,6.184940035627635,3.0540000004517234,4.976396284104285,1.9265303951774517,Iris-virginica
+13,6.206471821982532,3.0540000000119463,5.00294294639456,1.7504975958588398,Iris-virginica
+14,5.1089477161730255,3.0540000815405963,4.899491337896735,1.6654274759115861,Iris-setosa
+15,5.1089477161730255,3.0540002891711695,1.5100223953273337,1.665427475394101,Iris-setosa
+16,5.1089477161730255,3.054000001210267,4.89949132706281,1.6654274758097865,Iris-versicolor
+17,6.183099345583635,3.0540277691248363,5.635542117884089,2.9189304472180804,Iris-virginica
+18,5.1089477161730255,3.054000001126566,4.89949130307963,1.6654274751868146,Iris-setosa
+19,6.179366649069253,3.054991609304067,1.5357968519891716,0.2963712249008892,Iris-setosa
+20,5.1089477161730255,3.0540000003727616,4.899491298480366,1.6654274751447058,Iris-versicolor
+21,6.179423659412561,3.05400066191295,4.950086726543934,1.867033252086536,Iris-virginica
+22,5.1089477161730255,3.054684909387041,1.510022780838845,0.2615308188718552,Iris-setosa
+23,6.1882336687242105,3.0540000157048595,5.117860522611359,2.477626363980762,Iris-virginica
+24,5.1089477161730255,3.0540000036895023,4.899491300353715,1.665427475152605,Iris-setosa
+25,6.179366625549999,3.0540048978496177,4.907838595197621,1.6824746625033786,Iris-setosa
+26,5.108947716173071,3.0540000000354217,4.899491492463404,1.6654274919906626,Iris-versicolor
+27,5.1089477161730255,3.054000002416314,4.8994913001115314,1.665427475152482,Iris-setosa
+28,6.1793664901433925,3.054000054387311,4.899612031111735,1.6655655544950623,Iris-versicolor
+29,6.180593553065846,3.0540001961070526,5.055795013973304,2.271119040051654,Iris-virginica
+30,6.181085457918844,3.054000000097094,4.925960372880832,1.732957488695228,Iris-virginica
+31,6.179366488745341,3.054000000036737,4.899495035862851,1.6654284376630362,Iris-versicolor
+0,5.1089477161730255,3.05400000005438,4.8994913253590475,1.6654274760177386,Iris-versicolor
+1,6.179389030687316,3.054000012430275,4.907555416821376,1.7047715837814645,Iris-virginica
+2,6.179586611237838,3.054000003163392,4.919419992802588,1.7798794844993902,Iris-virginica
+3,6.1793678728930175,3.0540002084194757,4.905793436752693,1.6847763148625279,Iris-virginica
+4,5.1089477161730255,3.054000001206694,4.89949130018642,1.6654274751530167,Iris-setosa
+5,5.1089477161730255,3.054000001722086,4.899491308338171,1.6654274752606089,Iris-setosa
+6,6.183879344385521,3.054000382796653,5.2720536131062286,2.707643834397917,Iris-virginica
+7,6.179367598905771,3.05400000027716,4.900059837209183,1.6666057102400502,Iris-virginica
+8,6.18128297800683,3.0540011174886774,5.243904686650152,2.6186787861157077,Iris-virginica
+9,6.179926122451519,3.054000024423929,4.970225532827933,2.027139142823538,Iris-virginica
+10,5.1089477161730255,3.0540000001556744,4.8994912970815205,1.6654274751389955,Iris-versicolor
+11,5.1089477161730255,3.0540002207864094,1.510022392421094,1.665427475294915,Iris-setosa
+12,6.179366488856816,3.0540010255855656,4.89964311501357,1.6655383463372408,Iris-setosa
+13,6.2105729802321,3.05400000109212,5.1348735561542345,2.2442700784708958,Iris-virginica
+14,5.1089477161730255,3.054000001104878,4.89949129909991,1.6654274751471285,Iris-setosa
+15,6.179366488634087,3.054000000035002,4.899492598637429,1.6654277296787332,Iris-versicolor
+16,5.1089477161730255,3.0540001295859756,4.899491353551707,1.665427476360189,Iris-setosa
+17,5.1089477161730255,3.0540000110695362,4.899491302993256,1.6654274751714704,Iris-setosa
+18,6.179366513713755,3.0540005695656487,4.9006759256153005,1.6672405922950366,Iris-virginica
+19,6.191858364712252,3.05400011622217,5.2965504913738535,2.7410472284340086,Iris-virginica
+20,5.1089477161730255,3.054000002783878,4.899491299457543,1.6654274751478517,Iris-setosa
+21,5.1089477161730255,3.0540127332917364,1.510023020332217,1.6654275486295709,Iris-setosa
+22,5.1089477161730255,3.05400002684773,4.899491306702646,1.6654274752081566,Iris-setosa
+23,6.184795717581466,3.0540000044284583,5.023412283525822,2.218886178032071,Iris-virginica
+24,5.1089477161730255,3.054000339127066,1.510022423876452,1.6654274771081314,Iris-setosa
+25,6.1793689582554725,3.0540231810452276,4.946143862988221,1.7877731049921326,Iris-virginica
+26,6.179366489343396,3.0554064904454976,1.512336476841945,0.2628808094457755,Iris-setosa
+27,5.1089477161730255,3.054000004382579,4.899491304113166,1.6654274751817117,Iris-setosa
+28,6.223445506036316,3.054000000708762,5.179234102666319,2.264270499116946,Iris-virginica
+29,6.179366501378683,3.054000000687525,4.89955389429166,1.6654842129610519,Iris-versicolor
+30,6.179368263956723,3.054000068715698,4.90393100992851,1.6798525655399266,Iris-virginica
+31,6.179366674584386,3.0540000037046493,4.900148827549914,1.667043846237867,Iris-virginica
+0,6.206867551668066,3.0540000407168164,5.35000523870392,2.7591179341264613,Iris-virginica
+1,5.1089477161730255,3.05400047596758,1.5100224210037148,1.6654274768636053,Iris-setosa
+2,6.183155727805293,3.0540000440554467,5.086788459284728,2.4205600269498553,Iris-virginica
+3,5.108947716173031,3.054000000006596,4.8994913452744475,1.665427477401134,Iris-versicolor
+4,5.108947716173664,3.0540000016002544,4.899492723201662,1.6654277264556847,Iris-versicolor
+5,6.179366488631432,3.054000000045502,4.899493020742235,1.665427831142742,Iris-versicolor
+6,5.108947716173026,3.064069136864442,1.5100344203955753,0.2615315203279767,Iris-setosa
+7,6.188512439740423,3.0540000777497713,5.206873625406296,2.620531450285571,Iris-virginica
+8,6.1793665510998945,3.0540692678895502,4.912741244829976,0.2710841901666591,Iris-setosa
+9,6.18117874824872,3.0540081800217482,5.394377666716871,2.755050112126673,Iris-virginica
+10,5.1089477161730255,3.054000001437428,4.899491300392395,1.665427475158406,Iris-setosa
+11,5.1089477161730255,3.054000000012546,4.899491305540691,1.6654274753178115,Iris-versicolor
+12,5.1089477161730255,3.054000000060266,4.899491306005708,1.6654274753069398,Iris-versicolor
+13,6.179366488675988,3.054777081651292,1.5105622864510277,0.2617250356416385,Iris-setosa
+14,6.179366520771248,3.0540064200095616,4.903399493332278,1.6716849924146593,Iris-setosa
+15,6.179367586846847,3.0540009445218432,4.911613003303055,1.7009928686159181,Iris-virginica
+16,6.1793664886260125,3.054289853651952,1.510112176006022,0.2615515061836069,Iris-setosa
+17,6.1845690930787836,3.0540064436681074,5.551419991146905,2.900114395258586,Iris-virginica
+18,6.179366492268662,3.054000016399922,4.8996321212542835,1.6656145603017798,Iris-versicolor
+19,6.180516722162318,3.0540988970784864,5.565861492696975,2.8087767466235922,Iris-virginica
+20,5.1089477161730255,3.054000000045523,4.899491298207343,1.6654274751533786,Iris-versicolor
+21,6.179366647839479,3.0540000000268264,4.899606768307918,1.6655423850922761,Iris-versicolor
+22,5.1089477161730255,3.0540000000033407,4.8994913015795385,1.6654274752399836,Iris-versicolor
+23,5.1089477161730255,3.054000000039091,4.899491298367318,1.6654274751571887,Iris-versicolor
diff --git a/iris/lct_gan/4/11/test.csv b/iris/lct_gan/4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/train.csv b/iris/lct_gan/4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/11/val.csv b/iris/lct_gan/4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/synth.csv b/iris/lct_gan/4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c53f55f1ae2ec6773363f85efaef02ebb7971dd9
--- /dev/null
+++ b/iris/lct_gan/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000018661973,4.89949131430865,1.6654274753211378,Iris-setosa
+1,6.183126051355616,3.0540268237797608,5.613145613819119,2.8984937186787723,Iris-virginica
+2,5.1089477161730255,3.0540338386830723,1.510023227000536,0.26153085662560766,Iris-setosa
+3,5.108947716173032,3.054000000464598,4.899491476671131,1.665427487887421,Iris-versicolor
+4,6.179384126320985,3.054000000002153,4.900244956513282,1.6662572739189718,Iris-virginica
+5,6.179464302965189,3.054000000001932,4.901528673634753,1.6674681341142454,Iris-virginica
+6,6.179395231018655,3.0540498376661773,5.046809622689573,2.074643587218156,Iris-virginica
+7,5.1089477161730255,3.0540000175749924,4.899491303597825,1.6654274751771057,Iris-setosa
+8,6.180051082464475,3.0540012987162326,5.129839826990279,2.4170732701761803,Iris-virginica
+9,6.179366489751819,3.0540000000001504,4.899495050301751,1.665428349343826,Iris-versicolor
+10,6.179366773082129,3.054000000092528,4.899691161712087,1.6657212330321176,Iris-versicolor
+11,6.179366488622553,3.0620640733668947,1.5101368425722015,0.26154720370717627,Iris-setosa
+12,6.209375425525193,3.0540000006708072,5.111724415290165,2.141058256752387,Iris-virginica
+13,5.1089477161730255,3.0540000921323984,1.5100223952963834,1.665427475395148,Iris-setosa
+14,6.180598837591916,3.0540482103852216,5.527723025544987,2.8112775561395544,Iris-virginica
+15,5.1089477161730255,3.0540000006100914,4.899491298079743,1.6654274751427138,Iris-versicolor
+16,5.1089477161730255,3.054000011879117,4.899491304317582,1.6654274751830647,Iris-setosa
+17,6.179366488623038,3.056523598087853,1.5101282903152544,0.26154766749784814,Iris-setosa
+18,5.1089477161730255,3.0540001497134686,1.5100224074953026,1.665427476005536,Iris-setosa
+19,5.1089477161730255,3.0540000017492517,4.899491300654229,1.6654274751582665,Iris-setosa
+20,6.183879197978031,3.0540099748938645,5.558760907669652,2.8882956611536117,Iris-virginica
+21,5.1089477161730255,3.0540000014447473,4.899491300009304,1.665427475149743,Iris-setosa
+22,6.20250780990365,3.0540001034281192,5.403783963295509,2.835627587491759,Iris-virginica
+23,5.1089477161730255,3.0540000002776115,4.89949131127361,1.6654274754069733,Iris-versicolor
+24,6.179367637891089,3.0540000000770897,4.899891644695736,1.666189081795508,Iris-virginica
+25,6.182348000121939,3.0540000015853592,4.964019055754501,1.952644999102263,Iris-virginica
+26,5.1089477161730255,3.0540031831431165,1.5100224846487675,1.6654274823452642,Iris-setosa
+27,6.179378270266478,3.054002501162822,4.941768459646883,1.8120540725320875,Iris-virginica
+28,5.1089477161730255,3.0540000031717294,4.899491301931763,1.6654274751613736,Iris-setosa
+29,5.1089477161730255,3.0540000105838403,4.899491328354714,1.6654274757676315,Iris-setosa
+30,5.1089477161730255,3.0540000488759325,4.899491315726555,1.665427475337097,Iris-setosa
+31,5.1089477161730255,3.0540009650449726,1.5100224383010075,1.6654274783339622,Iris-setosa
+0,5.1089477161730255,3.055535357121164,1.5100259276279007,0.2615309927392789,Iris-setosa
+1,5.1089477161730255,3.0540000488405217,4.899491311855052,1.6654274752765728,Iris-setosa
+2,6.179680626480873,3.0540000012253534,4.917139538820747,1.7586935010362432,Iris-virginica
+3,6.182521047500758,3.054019242104269,5.587206071209438,2.8952841045953708,Iris-virginica
+4,6.18010465627674,3.0540005501651533,5.071749293227386,2.293146480977102,Iris-virginica
+5,6.179366488745213,3.0540000552494795,4.89953225936774,1.6654577167527138,Iris-versicolor
+6,6.179366491095054,3.054000000003084,4.899500951483186,1.6654313268274867,Iris-versicolor
+7,5.1089477161730255,3.0540000424127465,4.899491317643852,1.665427475370361,Iris-setosa
+8,5.108947716173084,3.0540000001674383,4.899491582081673,1.665427503488307,Iris-versicolor
+9,5.1089477161730255,3.0540059397202084,1.510022444081252,1.6654274780078389,Iris-setosa
+10,5.1089477161730255,3.054000006847558,4.89949130464571,1.665427475192995,Iris-setosa
+11,5.10894771617303,3.0548265626843354,1.5100314879626522,0.2615314822453716,Iris-setosa
+12,5.108947716173028,3.054000000001954,4.899491325289725,1.6654274762835994,Iris-versicolor
+13,6.179378370261215,3.0540000056847347,4.904201227697839,1.688382812586763,Iris-virginica
+14,6.1822104987387965,3.054014665488991,5.5595492389987236,2.88343363141417,Iris-virginica
+15,5.1089477161730255,3.0540006107855837,1.5100223976782081,1.6654274754852114,Iris-setosa
+16,6.179366488632784,3.0540000000251832,4.899492743003432,1.6654277646384579,Iris-versicolor
+17,6.196332230418107,3.054000377904891,5.505763110356068,2.9194976788007727,Iris-virginica
+18,6.17936649131325,3.0540000000011562,4.899497397812292,1.6654294675726091,Iris-versicolor
+19,5.1089477161730255,3.0540000517856,4.899491314568297,1.6654274753097897,Iris-setosa
+20,5.108947716173026,3.05400000003209,4.899491332771227,1.6654274764019164,Iris-versicolor
+21,5.1089477161730255,3.054000000650397,4.899491318913558,1.6654274756511898,Iris-versicolor
+22,5.1089477161730255,3.054000000125543,4.899491313709708,1.6654274755524165,Iris-versicolor
+23,5.108947716173026,3.0540000000043572,4.899491317724577,1.6654274758483292,Iris-versicolor
+24,6.181705470458689,3.0540025846121295,5.377906454627194,2.7812299429852754,Iris-virginica
+25,5.1089477161730255,3.0540000027852745,4.899491300255147,1.6654274751513372,Iris-setosa
+26,5.1089477161730255,3.0540000018139586,4.899491301048434,1.6654274751578007,Iris-setosa
+27,5.1089477161730255,3.0540000033773187,4.899491300388496,1.665427475153698,Iris-setosa
+28,5.1089477161730255,3.0540000001247285,4.899491296911416,1.665427475138492,Iris-versicolor
+29,5.1089477161730255,3.0540000005517625,4.899491298257553,1.6654274751429006,Iris-versicolor
+30,6.179512501324053,3.0540001044905316,4.943907889593571,1.871936078023463,Iris-virginica
+31,6.1834812850779475,3.0540003827196163,5.258286830723262,2.6839603236464686,Iris-virginica
+0,5.108947716173042,3.054000000006228,4.899491369914911,1.6654274792876622,Iris-versicolor
+1,5.1089477161730255,3.0540008119692517,1.5100224313907935,1.6654274777339082,Iris-setosa
+2,6.179367377231936,3.0540000000013143,4.899622619876483,1.6655297011257657,Iris-versicolor
+3,5.1089477161730255,3.0540000015807545,4.899491301208659,1.6654274751628968,Iris-setosa
+4,5.1089477161730255,3.0540000187169074,4.899491312510322,1.6654274753062428,Iris-setosa
+5,5.1089477161730255,3.054000000186636,4.899491297542381,1.665427475140243,Iris-versicolor
+6,6.1794270839044545,3.0540000000083944,4.901608396942212,1.668627775571018,Iris-virginica
+7,5.1089477161730255,3.054000002961558,4.899491301334117,1.6654274751614386,Iris-setosa
+8,5.108947716173027,3.0540000000198355,4.899491344466851,1.6654274773677231,Iris-versicolor
+9,6.179366488628869,3.0546242047552177,1.5101939477798907,0.2615744516166154,Iris-setosa
+10,6.179368387675444,3.0540003440023447,4.908001720387741,1.6915642569349527,Iris-virginica
+11,6.17958821320158,3.054102083521017,5.285179719948787,0.6506342846949349,Iris-virginica
+12,6.179999682149834,3.0540869721871546,5.493615914116482,2.7621229146920867,Iris-virginica
+13,6.183824307369828,3.0540000066556807,5.022694753435071,2.2223252217865506,Iris-virginica
+14,5.1089477161730255,3.0540000036443002,4.899491300683017,1.6654274751554234,Iris-setosa
+15,5.108947716173031,3.054000000171447,4.899491421181498,1.6654274832036464,Iris-versicolor
+16,5.108947716173536,3.054000000346525,4.899492128681676,1.6654276209184393,Iris-versicolor
+17,6.184922131734528,3.054000665777956,5.3532870843390565,2.788612201543897,Iris-virginica
+18,6.179366489234533,3.054000000020354,4.899500153060496,1.665430792011477,Iris-versicolor
+19,6.187191278069784,3.0540000013415356,5.0157801201497305,2.0912194502834978,Iris-virginica
+20,6.179367676668326,3.0540000000006478,4.899618480783198,1.6655132158959542,Iris-versicolor
+21,6.179473373704426,3.054000000000063,4.900699576250865,1.6658985945537024,Iris-virginica
+22,5.1089477161730255,3.0540000004210395,4.899491299714564,1.6654274751561982,Iris-versicolor
+23,5.1089477161730255,3.0540000009588915,4.8994913163436316,1.6654274755109753,Iris-versicolor
+24,6.1793668401383925,3.0540000000001046,4.89954027675793,1.665448061925762,Iris-versicolor
+25,6.179680847922201,3.0540118483820162,5.157210877838046,2.369569478311913,Iris-virginica
+26,5.1089477161730255,3.05400002122603,4.899491317199881,1.6654274753735225,Iris-setosa
+27,5.1089477161730255,3.054000000158854,4.89949129890787,1.6654274751555869,Iris-versicolor
+28,6.187811848526744,3.054001363695972,5.49800926790426,2.889075147808568,Iris-virginica
+29,5.1089477161730255,3.0540000076455622,4.899491308664989,1.665427475243552,Iris-setosa
+30,6.182948456978458,3.054017670450158,5.5993976917554225,2.9039417728749877,Iris-virginica
+31,5.1089477161730255,3.0540002617903172,1.5100224058992058,1.6654274758956107,Iris-setosa
+0,6.183794184725896,3.054001463154682,5.378427639789415,2.7997703661249083,Iris-virginica
+1,5.1089477161730255,3.0540000009535366,4.899491364212449,1.6654274777526443,Iris-versicolor
+2,6.181188619425158,3.0540027555011324,5.3175601866576825,2.6977095035390333,Iris-virginica
+3,5.1089477161730255,3.0542163353067084,1.510023515223502,0.2615308587963255,Iris-setosa
+4,6.179421566618797,3.0540000000050176,4.901335951782309,1.667924238962661,Iris-virginica
+5,6.179366525909084,3.0540000000031355,4.899524189299802,1.6654461302431618,Iris-versicolor
+6,6.182995516877472,3.0540325515871114,5.63068511041197,2.9021365085097512,Iris-virginica
+7,5.1089477161730255,3.054000000266593,4.899491300397851,1.6654274751669405,Iris-versicolor
+8,5.1089477161730255,3.0540493674745384,1.5100224982875061,0.2615308113422211,Iris-setosa
+9,5.1089477161730255,3.0540000000775036,4.899491327098947,1.6654274761691095,Iris-versicolor
+10,6.179370716463798,3.054000000052866,4.900231418539683,1.6667730237118652,Iris-virginica
+11,6.203112157713516,3.0540000225834887,5.263897475541923,2.636537445545607,Iris-virginica
+12,6.213583260455199,3.054000000557944,5.125759519483227,2.1666132245477807,Iris-virginica
+13,6.179366616706292,3.0540010470109293,4.9040618115736905,1.6753488540819674,Iris-virginica
+14,6.1793667275974,3.0540000017085673,4.899948942110003,1.6664378579209074,Iris-virginica
+15,5.1089477161730255,3.054000000155197,4.899491297206792,1.6654274751394533,Iris-versicolor
+16,6.179366502864289,3.055329696257324,1.5192418556307932,0.27044247610521543,Iris-setosa
+17,6.179448871283472,3.0540000031760215,4.909973586778393,1.7224921938905076,Iris-virginica
+18,6.179374262920403,3.0540050172365842,4.943789402889535,1.8033364497639082,Iris-virginica
+19,6.1982437224271925,3.0540000005782257,5.058811827098059,2.0720684414447157,Iris-virginica
+20,6.183208726619569,3.054005290410977,5.504104302752985,2.867489130614323,Iris-virginica
+21,5.1089477161730255,3.0540000048292764,4.8994913700451885,1.6654274780704041,Iris-setosa
+22,6.181066896586389,3.054007724619599,5.393870139027225,2.757003109363161,Iris-virginica
+23,6.179366748915025,3.054001255107813,4.904399090253601,1.6756348866825974,Iris-virginica
diff --git a/iris/lct_gan/4/12/test.csv b/iris/lct_gan/4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/train.csv b/iris/lct_gan/4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/12/val.csv b/iris/lct_gan/4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/synth.csv b/iris/lct_gan/4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c9dc8aeee0a1233c70795a92b524abd628557d3
--- /dev/null
+++ b/iris/lct_gan/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183501939340334,3.0540008874231437,5.3494989616985755,2.7801082172123244,Iris-virginica
+1,6.179366489478744,3.0540000000063254,4.89949736607572,1.6654293524436572,Iris-versicolor
+2,5.108947716173044,3.0540078812259432,1.5100254982581933,1.665428329366556,Iris-setosa
+3,5.1089477161730255,3.054000320822257,1.5100223930176067,1.6654274753170448,Iris-setosa
+4,6.17936666683036,3.0540000001019965,4.899704729804704,1.6657037865881408,Iris-versicolor
+5,5.1089477161730255,3.0540000004952605,4.8994912985779555,1.6654274751445395,Iris-versicolor
+6,6.179366488681707,3.0540273790011407,4.899769998816894,1.665559380691309,Iris-setosa
+7,6.1849305017113085,3.054000397529569,5.302307666365307,2.730058199719731,Iris-virginica
+8,6.179367126167967,3.0541964712624905,4.948829935776091,0.3064086362899994,Iris-setosa
+9,6.18777520482348,3.054000005145516,5.06246876546213,2.3039185564005953,Iris-virginica
+10,6.190957099026351,3.0540000764801567,5.250841757211867,2.6789018039680195,Iris-virginica
+11,6.179366652509286,3.0540230826142314,4.915362189796189,1.6956913955748862,Iris-setosa
+12,5.1089477161730255,3.0540032284635408,1.5100224484806477,1.6654274790515797,Iris-setosa
+13,5.108947716173027,3.0550032889102856,1.510029776504325,0.26153129753890286,Iris-setosa
+14,5.1089477161730255,3.0540007504176985,1.5100223931786134,1.6654274753291163,Iris-setosa
+15,5.108947716173051,3.054000000096032,4.899491504802237,1.6654274915237155,Iris-versicolor
+16,5.1089477161730255,3.054000000226875,4.899491297706291,1.665427475140986,Iris-versicolor
+17,6.196207362955601,3.0540000043995055,5.114964738206483,2.351291215765716,Iris-virginica
+18,5.1089477161730255,3.055791300854603,1.5100232790912074,0.26153083449867054,Iris-setosa
+19,6.179366488636237,3.0540718862093987,1.5101146947206243,0.26155899755143336,Iris-setosa
+20,6.1818321111947725,3.0540928291899045,5.644710084062188,2.8710607163335045,Iris-virginica
+21,6.179366489417467,3.0540000000006864,4.899494469684694,1.6654282583434425,Iris-versicolor
+22,6.179366489076319,3.054338353192375,1.5110379001488559,0.26209078835963484,Iris-setosa
+23,5.1089477161730255,3.0540000084170194,4.899491305726771,1.6654274752030842,Iris-setosa
+24,6.187479229532811,3.054000021059722,5.111061802747103,2.45816869197867,Iris-virginica
+25,6.179571457016833,3.054000009637137,4.921827813347007,1.7853800804393918,Iris-virginica
+26,6.212851038949027,3.054000000107301,5.068447111465503,1.910025083693557,Iris-virginica
+27,6.179666476676254,3.0540007270745217,5.024032222720509,2.1365378919042315,Iris-virginica
+28,5.108947716173123,3.0540002135643585,4.899494338088606,1.665428138964371,Iris-setosa
+29,5.1089477161730255,3.0540000006724086,4.899491298641376,1.6654274751442366,Iris-versicolor
+30,5.1089477161730255,3.0540000001472913,4.899491297735397,1.6654274751429232,Iris-versicolor
+31,5.1089477161730255,3.0540000022000875,4.899491299515687,1.6654274751480969,Iris-setosa
+0,5.1089477161730255,3.054000000575091,4.899491299589573,1.665427475152819,Iris-versicolor
+1,5.1089477161730255,3.054000001552538,4.8994913026656315,1.6654274751769411,Iris-setosa
+2,5.1089477161730255,3.0540000000011664,4.899491300470871,1.6654274752214646,Iris-versicolor
+3,6.179366488632986,3.054015509007163,4.899575472211125,1.6654565881747094,Iris-setosa
+4,5.1089477161730255,3.05400000787521,4.899491310844153,1.6654274752892966,Iris-setosa
+5,5.108947716173027,3.0579837932698855,1.51003324462116,0.26153154075009044,Iris-setosa
+6,5.1089477161730255,3.054000003880714,4.89949130159276,1.6654274751624625,Iris-setosa
+7,5.108947716173026,3.054000000007759,4.899491319484284,1.6654274759422822,Iris-versicolor
+8,5.108947716173048,3.0540308845740425,1.5100278324368654,1.6654288808848374,Iris-setosa
+9,5.1089477161730255,3.054000000366015,4.899491297721816,1.6654274751408915,Iris-versicolor
+10,5.1089477161730255,3.0540000004568055,4.899491299972297,1.6654274751561484,Iris-versicolor
+11,5.1089477161730255,3.0540000011074495,4.899491300353319,1.6654274751552363,Iris-setosa
+12,6.179505245743572,3.054090480058582,5.233591268747462,0.6161346232142342,Iris-virginica
+13,5.1089477161730255,3.0540015501065105,1.5100224415647074,1.6654274783643768,Iris-setosa
+14,5.1089477161730255,3.0540001209038126,1.5100223922208413,1.6654274752867837,Iris-setosa
+15,5.1089477161730255,3.05400058878888,1.5100226712479066,1.665427525083651,Iris-setosa
+16,5.1089477161730255,3.054000000098522,4.899491296880193,1.6654274751382168,Iris-versicolor
+17,5.1089477161730255,3.054002077519872,1.5100224613275088,1.6654274803575564,Iris-setosa
+18,6.179366488920048,3.054000000002387,4.899494634817159,1.6654283930244085,Iris-versicolor
+19,6.181704459898417,3.0540158853774346,5.505146923214287,2.8282570222770103,Iris-virginica
+20,6.179366498106848,3.0540000751246006,4.900035755478371,1.6663031412968556,Iris-virginica
+21,5.1089477161730255,3.0542884678954563,1.5100236750736906,0.2615308708921081,Iris-setosa
+22,5.108947716173026,3.0540044913328095,1.510023258371524,1.6654276341708711,Iris-setosa
+23,5.1089477161730255,3.0540005632484357,1.5100224075826998,1.6654274759412648,Iris-setosa
+24,6.179636485602982,3.0540000002706793,4.909571410480904,1.6983424338906892,Iris-virginica
+25,5.1089477161730255,3.054000021768799,4.899491311249879,1.6654274752712435,Iris-setosa
+26,5.1089477161730255,3.054000009405242,4.89949130394684,1.6654274751838094,Iris-setosa
+27,6.179366498809071,3.0540000044082665,4.899646704086678,1.665659224041552,Iris-versicolor
+28,5.1089477161730255,3.054000161211442,1.5100223929219243,1.6654274753068166,Iris-setosa
+29,6.1922797854264235,3.0540003170621692,5.41226910587223,2.8463183315324216,Iris-virginica
+30,6.186726868630594,3.05400000001149,4.944810533467822,1.7161571617147717,Iris-virginica
+31,5.1089477161730255,3.0540000012585744,4.899491299478874,1.6654274751483404,Iris-setosa
+0,6.179366488672003,3.0543802965190623,1.5103467120223897,0.261648602614553,Iris-setosa
+1,5.1089477161730255,3.054000003960818,4.899491300772851,1.6654274751534353,Iris-setosa
+2,6.1811305163926065,3.0540011623114087,5.212674724430427,2.5792775419116616,Iris-virginica
+3,5.1089477161730255,3.0540000103491427,4.899491317173096,1.6654274754078022,Iris-setosa
+4,5.1089477161730255,3.054000001229511,4.899491308642631,1.6654274752898137,Iris-setosa
+5,6.182806263235254,3.0540000000006513,4.914568636860157,1.6724536046513323,Iris-virginica
+6,6.185323239803791,3.054000005339092,5.04598858596601,2.3014407681553823,Iris-virginica
+7,6.192324731131561,3.0540000009525765,5.0405704214613865,2.1048275270131676,Iris-virginica
+8,6.179491361269849,3.0540000000150114,4.9034208085103295,1.672304665414596,Iris-virginica
+9,5.1089477161730255,3.0540004109566428,1.510022441333151,1.6654274785497496,Iris-setosa
+10,6.188794106836228,3.054000007203743,5.072179103394522,2.3176669532567393,Iris-virginica
+11,6.182407911461289,3.054016811238493,5.548535062681769,2.8702883292087567,Iris-virginica
+12,5.108947716174202,3.05400002377538,4.899495736892241,1.665428712766072,Iris-versicolor
+13,5.1089477161730255,3.0540459062276577,1.5100226470898293,0.2615308178608685,Iris-setosa
+14,5.1089477161730255,3.054001130244062,1.5100226595419985,1.6654275157153011,Iris-setosa
+15,6.17936650303404,3.054162195227459,4.907833705803679,0.26606576860636794,Iris-setosa
+16,6.179603337051745,3.0540000020386446,4.91660388793122,1.761231772319602,Iris-virginica
+17,5.1089477161730255,3.0542168011748543,1.5100239849352388,0.26153089622218956,Iris-setosa
+18,5.1089477161730255,3.054000786953866,1.5100223976073583,1.665427475496535,Iris-setosa
+19,5.1089477161730255,3.0540000009757655,4.899491298512881,1.665427475143689,Iris-versicolor
+20,5.1089477161730255,3.054002745366079,1.5100225485651104,1.6654274905674,Iris-setosa
+21,6.179366738286754,3.0540000107727203,4.9005641363257,1.6682592631341413,Iris-virginica
+22,5.1089477161730255,3.054007607377478,1.5100224179409363,1.6654274765480204,Iris-setosa
+23,6.179570115318549,3.0540000003467838,4.908996711664122,1.6982012458988487,Iris-virginica
+24,5.1089477161730255,3.0540000577092274,4.899491395205887,1.6654274783677414,Iris-setosa
+25,6.180843916933034,3.054001427551308,5.248351544712359,2.636135591254832,Iris-virginica
+26,5.1089477161730255,3.0540000008095,4.899491298931345,1.6654274751471012,Iris-versicolor
+27,5.1089477161730255,3.0540035413187545,1.5100224244344571,1.6654274768425756,Iris-setosa
+28,5.1089477161730255,3.05400000006902,4.89949130295033,1.665427475240898,Iris-versicolor
+29,5.1089477161730255,3.0540000009089776,4.899491300650883,1.6654274751554017,Iris-versicolor
+30,5.1089477161730255,3.054000011176396,4.899491309172447,1.6654274752467184,Iris-setosa
+31,6.179378954526776,3.0540109624936145,4.968910582113349,1.880556121403096,Iris-virginica
+0,6.179366843062933,3.054000000153753,4.899784227915706,1.665927585814429,Iris-versicolor
+1,5.1089477161730255,3.05400000011541,4.89949130724014,1.6654274753123308,Iris-versicolor
+2,5.1089477161730255,3.0540000050368667,4.899491391491511,1.6654274787885222,Iris-setosa
+3,6.179750961358134,3.0540690622296425,5.3538613485430435,2.61207215123237,Iris-virginica
+4,5.1089477161730255,3.0540000004537835,4.899491300987982,1.665427475171961,Iris-versicolor
+5,5.1089477161730255,3.054000000111263,4.899491301607789,1.6654274751910587,Iris-versicolor
+6,6.1905480595056,3.054000108577768,5.272403354464367,2.7113775608584794,Iris-virginica
+7,5.1089477161730255,3.0540069657224014,1.5100224268648235,1.6654274771179376,Iris-setosa
+8,5.1089477161731045,3.0540004579579723,4.8994949358924575,1.6654282270337148,Iris-setosa
+9,5.1089477161730255,3.054001087670923,1.510022596363953,1.665427504536857,Iris-setosa
+10,6.189437834077889,3.0540000067439044,5.080505246475963,2.3443419241449606,Iris-virginica
+11,5.1089477161730255,3.0540000150953253,4.899491305193865,1.6654274751872524,Iris-setosa
+12,5.1089477161730255,3.054000029980813,4.899491305353313,1.665427475188001,Iris-setosa
+13,5.1089477161730255,3.054000003034948,4.8994913025364655,1.6654274751729854,Iris-setosa
+14,6.1917188955427225,3.054000014655468,5.137459471016512,2.4617270182811386,Iris-virginica
+15,5.1089477161730255,3.0540003249174155,1.5100223938678687,1.6654274753396092,Iris-setosa
+16,6.179638003491352,3.054000449970958,5.00037956260998,2.075881437292202,Iris-virginica
+17,6.179457973009026,3.054000000048248,4.903620005780746,1.675860282900449,Iris-virginica
+18,5.1089477161730255,3.054000025800155,4.899491352014091,1.6654274766356585,Iris-setosa
+19,6.1861617914926725,3.0540000160740695,5.081558948000178,2.3839524478828746,Iris-virginica
+20,5.1089477161730255,3.0540000016697366,4.899491302069967,1.6654274751655802,Iris-setosa
+21,5.1089477161730255,3.0540000518848625,4.899491310438666,1.6654274752471863,Iris-setosa
+22,6.179660966852586,3.054042801220866,5.293698681029027,2.563918125924884,Iris-virginica
+23,5.1089477161730255,3.0540000002893892,4.899491301598871,1.665427475182577,Iris-versicolor
diff --git a/iris/lct_gan/4/13/test.csv b/iris/lct_gan/4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/train.csv b/iris/lct_gan/4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/13/val.csv b/iris/lct_gan/4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/synth.csv b/iris/lct_gan/4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b995206d527958f4807e292e7c26c3dbf853c73
--- /dev/null
+++ b/iris/lct_gan/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000026022143,4.899491303627654,1.665427475188467,Iris-setosa
+1,5.1089477161730255,3.054279354790059,1.510022923355683,0.26153082567064245,Iris-setosa
+2,6.183947942569291,3.0540015460908703,5.4072741229079435,2.8211737792259957,Iris-virginica
+3,6.179366488837395,3.054051743109658,4.900244774724364,0.26173945764907935,Iris-setosa
+4,6.1805931824283125,3.054003413805587,5.278042740008282,2.6500266573467117,Iris-virginica
+5,5.1089477161730255,3.054000003807796,4.899491306980889,1.665427475229041,Iris-setosa
+6,6.179366488677547,3.054000001395551,4.899502181146923,1.6654319795498045,Iris-versicolor
+7,5.1089477161730255,3.054000007905852,4.8994913203858745,1.6654274755149785,Iris-setosa
+8,5.1089477161730255,3.054073141632237,1.5100224896891081,0.26153081085526975,Iris-setosa
+9,5.1089477161730255,3.0540000022806537,4.899491306422182,1.6654274752379785,Iris-setosa
+10,5.1089477161730255,3.0540000713335975,1.510022388860751,1.6654274752053306,Iris-setosa
+11,5.108947716173026,3.054000000103065,4.899491354695145,1.665427478063196,Iris-versicolor
+12,6.179366488922046,3.0540000000837138,4.899500069382816,1.6654308192250673,Iris-versicolor
+13,5.1089477161730255,3.0540000184730385,4.899491304150382,1.6654274751812703,Iris-setosa
+14,5.1089477161730255,3.0540000028194023,4.899491302583549,1.6654274751698026,Iris-setosa
+15,5.1089477161730255,3.0540000004022216,4.899491297741302,1.6654274751408245,Iris-versicolor
+16,5.1089477161730255,3.0540000008373847,4.89949129977671,1.6654274751505815,Iris-versicolor
+17,5.1089477161730255,3.0540000007731702,4.899491311335348,1.6654274753627363,Iris-versicolor
+18,5.1089477161730255,3.0540120029405973,1.5100224349668299,1.665427477602419,Iris-setosa
+19,5.1089477161730255,3.0540429980860035,1.5100226046703755,0.26153081604875106,Iris-setosa
+20,6.179366488835277,3.0540000007967643,4.899506929212165,1.6654358146209,Iris-versicolor
+21,6.179377778635791,3.0540267823717047,4.99010942463755,1.926407145244934,Iris-virginica
+22,5.1089477161730255,3.054001546283953,1.510022411942107,1.6654274761507435,Iris-setosa
+23,6.179366488627097,3.0540000000057725,4.899491861362172,1.6654275503133504,Iris-versicolor
+24,5.108947716173026,3.0716409097529653,1.5100373545296666,0.26153163089569503,Iris-setosa
+25,5.1089477161730255,3.0540001046530927,1.510022388933641,1.6654274752065827,Iris-setosa
+26,6.179366488687036,3.0552606802560396,1.5107740076555005,0.2618172771374951,Iris-setosa
+27,5.1089477161730255,3.054000762078011,1.5100223939669488,1.6654274753566027,Iris-setosa
+28,6.179366488648674,3.0579592123358434,1.5107132188731554,0.26174046308673504,Iris-setosa
+29,6.179369893177661,3.0540956049163364,4.980914080980087,0.3505368276328189,Iris-virginica
+30,6.179367008756108,3.054000009306241,4.900531968725459,1.6681786352605947,Iris-virginica
+31,5.108947716173034,3.05400000007548,4.89949142504727,1.6654274843470485,Iris-versicolor
+0,6.180206878596434,3.0540000004348955,4.926592206083227,1.7828072446233907,Iris-virginica
+1,6.207405885037776,3.0540000005843924,5.095803266663236,2.102471500931274,Iris-virginica
+2,6.179366488726649,3.054947141334258,1.5107150840831516,0.2618088695075493,Iris-setosa
+3,5.1089477161730255,3.054000005443139,4.899491356976533,1.665427476847723,Iris-setosa
+4,5.1089477161730255,3.054000047480998,4.899491336846969,1.6654274759548156,Iris-setosa
+5,5.1089477161730255,3.0540000006636374,4.8994912989582655,1.6654274751480138,Iris-versicolor
+6,5.108947716173026,3.0540000220595447,4.899491528561417,1.6654274901520496,Iris-setosa
+7,5.1089477161730255,3.054000005735093,4.899491301610396,1.6654274751585734,Iris-setosa
+8,6.184526351852142,3.054010772073626,5.607466806706013,2.925397179594367,Iris-virginica
+9,6.179370130720819,3.054000438946297,4.9128785465159766,1.7099832229692047,Iris-virginica
+10,6.20384700061094,3.05400000177522,5.123898000968517,2.2635828887352765,Iris-virginica
+11,6.179366488637907,3.054000003073606,4.8994961234394925,1.6654292011869707,Iris-versicolor
+12,6.184843555531713,3.0540001595278956,5.2184399038014115,2.6606209313004228,Iris-virginica
+13,5.1089477161730255,3.0540000001131857,4.899491300067317,1.665427475172086,Iris-versicolor
+14,6.191178707678136,3.0540000018060596,5.053073412371132,2.19009951452623,Iris-virginica
+15,6.179366488624083,3.0540000000075826,4.8994917752909855,1.6654275346017453,Iris-versicolor
+16,6.17936648867331,3.0540000000046597,4.899492875943982,1.6654278124375308,Iris-versicolor
+17,5.1089477161730255,3.0540001087875552,1.5100223938011161,1.6654274753290963,Iris-setosa
+18,5.1089477161730255,3.054000008471781,4.89949132677169,1.6654274757003293,Iris-setosa
+19,6.179366548542405,3.054000000073193,4.899577848486871,1.6655107339228483,Iris-versicolor
+20,5.1089477161730805,3.0648550618603325,1.5100818888252476,0.26153707605975274,Iris-setosa
+21,5.1089477161730255,3.0540000014773985,4.899491319750251,1.6654274755531346,Iris-setosa
+22,6.18932976931501,3.0540010425253055,5.494395990929163,2.898297019930053,Iris-virginica
+23,6.179366488624425,3.054004296451369,4.899518089245899,1.6654350530482043,Iris-setosa
+24,5.1089477161730255,3.0540000163202863,4.899491368811986,1.6654274773628648,Iris-setosa
+25,6.17936648869537,3.0540698525641354,1.5102299743273557,0.26161816955616485,Iris-setosa
+26,6.179472554781102,3.054000402640748,4.966298071449395,1.9543319205632141,Iris-virginica
+27,5.1089477161730255,3.0540000019799742,4.899491307854763,1.6654274752656175,Iris-setosa
+28,5.1089477161730255,3.054000001783426,4.899491300220818,1.66542747515168,Iris-setosa
+29,6.1795483792202806,3.054081622067562,5.249760565646699,2.4664225744776753,Iris-virginica
+30,6.179840979088442,3.054000000006434,4.906415618189829,1.6745379847954882,Iris-virginica
+31,5.1089477161730255,3.054000000603931,4.899491299812688,1.665427475154589,Iris-versicolor
+0,6.188435439161073,3.054000648965563,5.4184623944797,2.8451315615341777,Iris-virginica
+1,5.1089477161730255,3.0540000542461097,4.89949134286975,1.665427476019664,Iris-setosa
+2,6.179401427688445,3.0541403355092505,5.105335932383722,0.49406247864671565,Iris-virginica
+3,6.181552018153782,3.0540000000097347,4.91882779847578,1.6904157268465474,Iris-virginica
+4,5.1089477161730255,3.0540000008179726,4.899491298471464,1.6654274751439868,Iris-versicolor
+5,6.179522304002701,3.0540118866928796,5.114359807223417,2.2945293232949293,Iris-virginica
+6,5.108947716173026,3.0540000200873565,4.899491595577969,1.665427495796277,Iris-setosa
+7,5.1089477161730255,3.0540000436938546,4.899491570662494,1.665427491580174,Iris-setosa
+8,5.1089477161730255,3.0540001870574294,1.5100224077172912,1.6654274759549406,Iris-setosa
+9,6.179367839497638,3.0540000919477226,4.903636034863427,1.6783708673210551,Iris-virginica
+10,5.1089477161730255,3.054000220047313,1.5100223988156403,1.6654274755401013,Iris-setosa
+11,5.1089477161730255,3.054000000952533,4.899491298873361,1.6654274751460594,Iris-versicolor
+12,6.194198769315937,3.0540001276913524,5.323750623704944,2.760733181653763,Iris-virginica
+13,6.18632385691537,3.054001065249977,5.4289868028240935,2.851717419851169,Iris-virginica
+14,6.184157717661385,3.054000000037862,4.943879602241377,1.7499351016464892,Iris-virginica
+15,5.1089477161730255,3.0541503524038824,1.5100225412491524,0.26153081217043034,Iris-setosa
+16,5.1089477161730255,3.0540012476440888,1.5100223944427065,1.6654274753832974,Iris-setosa
+17,6.19055550328071,3.054000224098033,5.346102703463516,2.791591394110089,Iris-virginica
+18,6.181000000738282,3.0540000020567826,4.956467674077459,1.969900198464436,Iris-virginica
+19,6.1812533616888015,3.0541471744259647,5.6545673273726615,2.8555529410463394,Iris-virginica
+20,6.179366488643326,3.0571488581400716,1.5105972449785934,0.2616957710492406,Iris-setosa
+21,5.1089477161730255,3.054002717748,1.510022403804329,1.6654274757690537,Iris-setosa
+22,5.1089477161730255,3.0540000004119197,4.89949130330945,1.6654274752084455,Iris-versicolor
+23,5.1089477161730255,3.0540000001484047,4.899491298332162,1.665427475149956,Iris-versicolor
+24,5.1089477161730255,3.0540000151385756,4.8994913034462675,1.6654274751748512,Iris-setosa
+25,6.183879539944098,3.0540019457136727,5.402804627459875,2.8003287232948395,Iris-virginica
+26,5.108947716173026,3.0540000089670847,4.899491511260715,1.6654274887733704,Iris-setosa
+27,5.108947716173178,3.0540021901315324,4.8995019831267435,1.665429813366101,Iris-setosa
+28,6.17937525134866,3.0540000001198218,4.900637071837241,1.668141311136319,Iris-virginica
+29,6.183988799322379,3.054016075861097,5.612559293018464,2.9163184465304695,Iris-virginica
+30,6.179611546699251,3.054000000554109,4.912916176479905,1.7257880333343647,Iris-virginica
+31,6.17951384025541,3.054000000057337,4.90543678770882,1.6810223159153155,Iris-virginica
+0,6.179367587082502,3.0540000000026257,4.8996606601357025,1.6655676531958008,Iris-versicolor
+1,5.1089477161730255,3.0540000009276786,4.899491307398958,1.6654274752661917,Iris-setosa
+2,5.1089477161730255,3.0540000100481,4.899491302363539,1.6654274751654656,Iris-setosa
+3,6.179376451685829,3.05400067341973,4.924266664932309,1.7540888292668615,Iris-virginica
+4,5.1089477161730255,3.0540000057796113,4.899491303471019,1.6654274751766924,Iris-setosa
+5,6.180087724468366,3.054000051267773,4.988874799122246,2.0850867873452232,Iris-virginica
+6,6.179374664059496,3.0540011997344823,4.929258790082966,1.7700771866315355,Iris-virginica
+7,5.1089477161730255,3.054000098326539,1.5100223923454847,1.665427475290343,Iris-setosa
+8,5.1089477161730255,3.054000000090828,4.899491297664303,1.665427475144842,Iris-versicolor
+9,6.180849491049634,3.054000001052718,4.945629347100039,1.900838526514617,Iris-virginica
+10,6.1793766437721285,3.054000051474711,4.908178588253304,1.7028314087663552,Iris-virginica
+11,5.1089477161730255,3.0540162317002175,1.510022442866114,1.6654274779781453,Iris-setosa
+12,6.179366488686221,3.0540043310864773,4.899639444438351,1.6655056048494983,Iris-setosa
+13,6.184924242442513,3.054000000041172,4.946888523548187,1.7505856352536688,Iris-virginica
+14,5.1089477161733905,3.054000000028788,4.899491679228909,1.6654275188730703,Iris-versicolor
+15,6.179366489525274,3.0560955489770034,1.512671939125652,0.2630902818313137,Iris-setosa
+16,5.1089477161730255,3.0540000417726487,4.899491304706976,1.6654274751838836,Iris-setosa
+17,5.1089477161730255,3.0540000000158787,4.89949131213383,1.6654274755727296,Iris-versicolor
+18,6.187292760770211,3.0540016387897992,5.497748825405266,2.9007634802483886,Iris-virginica
+19,6.17948025987833,3.0540188695198047,5.101061581207254,2.2485680087733257,Iris-virginica
+20,6.179366595125448,3.0541052400669875,4.919750226612329,0.2765743474121452,Iris-setosa
+21,5.1089477161730255,3.054000000223627,4.899491297476665,1.665427475140339,Iris-versicolor
+22,6.189490813371167,3.0540000003194563,5.000894012837235,1.9408909177043716,Iris-virginica
+23,5.108947716173026,3.0540018916324763,1.5100230514111417,1.6654276009419782,Iris-setosa
diff --git a/iris/lct_gan/4/14/test.csv b/iris/lct_gan/4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/train.csv b/iris/lct_gan/4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/14/val.csv b/iris/lct_gan/4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/synth.csv b/iris/lct_gan/4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff458835b3acd251ceb255356ad84c0ad199d30b
--- /dev/null
+++ b/iris/lct_gan/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.181048337868353,3.054002624732964,5.272213250450503,2.641245060503013,Iris-virginica
+1,5.1089477161730255,3.0540027040484232,1.5100224026285793,1.665427475724799,Iris-setosa
+2,5.108947716173045,3.152068069339853,1.5101113432882376,0.2615386917867885,Iris-setosa
+3,5.1089477161731125,3.0540000000060776,4.899491448775928,1.6654274863501497,Iris-versicolor
+4,6.179368814687419,3.054000006430857,4.901767159002894,1.673951275181847,Iris-virginica
+5,5.1089477161730255,3.0540059028180178,1.5100224380408074,1.665427477681641,Iris-setosa
+6,5.1089477161730255,3.054000000915782,4.899491301379895,1.6654274751719842,Iris-setosa
+7,6.179366488625037,3.054020837864604,1.5100597168532515,1.665447822495235,Iris-setosa
+8,6.179612752927032,3.054001022736482,5.039598089457842,2.1868906834792488,Iris-virginica
+9,5.1089477161730255,3.054000002382835,4.899491299993241,1.665427475149906,Iris-setosa
+10,5.1089477161730255,3.054008109307485,1.5100224968965428,1.6654274829248625,Iris-setosa
+11,6.179645095278453,3.0540010168574163,5.029639378129968,2.1389849851217777,Iris-virginica
+12,5.1089477161730255,3.054000000201726,4.899491297191501,1.6654274751392468,Iris-versicolor
+13,5.108947716173026,3.0540000000359697,4.899491328662487,1.6654274762507355,Iris-versicolor
+14,5.1089477161730255,3.054000078796898,4.899491356407557,1.6654274766750101,Iris-setosa
+15,5.1089477161730255,3.0540001578577254,4.8994913760823895,1.6654274774558995,Iris-setosa
+16,5.1089477161730255,3.054000048776096,4.899491353016904,1.6654274764303318,Iris-setosa
+17,5.108947716173039,3.0540000649872687,4.89949244813413,1.6654276170051092,Iris-setosa
+18,6.179386219430658,3.0540000003070618,4.9023081956516945,1.6755880659986555,Iris-virginica
+19,5.10894771617308,3.0540000009019264,4.899491798122281,1.6654275334086255,Iris-versicolor
+20,5.1089477161730255,3.054000000305111,4.89949133760286,1.665427476483382,Iris-versicolor
+21,5.1089477161730255,3.0540004955457314,1.5100224638389146,1.6654274807266243,Iris-setosa
+22,6.179445020428783,3.0540004265260317,4.967870275418004,1.955437124267702,Iris-virginica
+23,5.1089477161730255,3.0540000156729596,4.899491353068776,1.6654274767337773,Iris-setosa
+24,5.1089477161730255,3.0540000036187203,4.899491301597796,1.6654274751639881,Iris-setosa
+25,6.179461574589713,3.054000000000643,4.901049285560219,1.666551460600031,Iris-virginica
+26,5.1089477161730255,3.054000000217365,4.899491305300327,1.6654274752602267,Iris-versicolor
+27,5.108947716173124,3.0540000000376697,4.899491537440644,1.6654274976631533,Iris-versicolor
+28,5.1089477161730255,3.0540000052956437,4.899491301569581,1.6654274751624685,Iris-setosa
+29,5.1089477161730255,3.0540000003480885,4.899491298410861,1.6654274751447096,Iris-versicolor
+30,6.179367559921986,3.054057417934569,4.946294826836862,0.31111066482648014,Iris-setosa
+31,5.1089477161730255,3.054000000704896,4.899491299382031,1.6654274751471134,Iris-versicolor
+0,5.1089477161730255,3.0540000389291047,4.899491331050433,1.665427475744469,Iris-setosa
+1,5.1089477161730255,3.054000000465858,4.89949130018953,1.665427475161235,Iris-versicolor
+2,5.10894771617321,3.054000000131157,4.899491740656233,1.6654275400822234,Iris-versicolor
+3,5.1089477161730255,3.0540000003507544,4.899491298345553,1.6654274751449332,Iris-versicolor
+4,6.17988269746704,3.0540000000000886,4.902727121543275,1.6665945501358228,Iris-virginica
+5,6.179367653838282,3.05406638506627,4.948760238266666,0.3142872575211249,Iris-setosa
+6,6.187074753742684,3.0540000004216044,4.990262902361639,1.9251695822842418,Iris-virginica
+7,5.1089477161730255,3.0540212943515566,1.5100224584555435,1.6654274788733545,Iris-setosa
+8,6.185198594741236,3.0540000000837177,4.961910470809405,1.8151685607410586,Iris-virginica
+9,5.1089477161730255,3.0540000096196174,4.899491302960112,1.665427475168294,Iris-setosa
+10,5.1089477161730255,3.05400000340699,4.899491402318634,1.6654274806722518,Iris-setosa
+11,5.1089477161730255,3.054009646513577,1.510022441667861,1.665427478177281,Iris-setosa
+12,6.19341009865897,3.0540002437379417,5.387591203558772,2.823150371959941,Iris-virginica
+13,6.179372151338222,3.0540000008883124,4.901090013899085,1.6714581043492949,Iris-virginica
+14,6.179370337389656,3.054000000155464,4.90039345934743,1.6675860665361575,Iris-virginica
+15,5.1089477161730255,3.0540000008419907,4.899491304050935,1.6654274752013793,Iris-versicolor
+16,5.1089477161730255,3.0540000000382292,4.899491305631074,1.6654274753077283,Iris-versicolor
+17,5.1089477161730255,3.0540000041927717,4.899491311424722,1.6654274753065261,Iris-setosa
+18,5.1089477161730255,3.054000396520181,1.5100223983261936,1.6654274755213092,Iris-setosa
+19,6.17936653032081,3.054000001198661,4.8996865473343405,1.66568266797864,Iris-versicolor
+20,5.1089477161730255,3.0540000021685745,4.899491302369414,1.6654274751719025,Iris-setosa
+21,6.179368715757854,3.054014692885786,4.938308572847973,1.7709998580212036,Iris-virginica
+22,6.187808066333247,3.054000001797516,5.028009736484802,2.1374789450738607,Iris-virginica
+23,5.1089477161730255,3.054072823429452,1.5100225032810992,0.2615308111332381,Iris-setosa
+24,5.1089477161732475,3.0540003494862287,4.89949728312819,1.6654290875730493,Iris-setosa
+25,5.1089477161730255,3.054000000721122,4.8994912981865255,1.6654274751424691,Iris-versicolor
+26,5.1089477161730255,3.0540000001131045,4.8994912970276845,1.6654274751386873,Iris-versicolor
+27,6.180950499145781,3.054002921807822,5.299040678859675,2.6740364332731854,Iris-virginica
+28,6.183976991906883,3.0540064404361003,5.524092138934921,2.880826015730511,Iris-virginica
+29,5.1089477161730255,3.054000005785733,4.899491303421652,1.6654274751808416,Iris-setosa
+30,6.179366821153426,3.054000006178989,4.900391188769164,1.66774763447824,Iris-virginica
+31,6.1793664905178165,3.0540002338675056,4.899815518888847,1.6658072519788711,Iris-setosa
+0,6.179366488623966,3.054104212635291,1.5100640401919403,0.2615398297101247,Iris-setosa
+1,5.1089477161730255,3.054115318679087,1.5100224731196228,0.26153081022664193,Iris-setosa
+2,6.181790244752885,3.0540270745360574,5.553809948792786,2.852292168583494,Iris-virginica
+3,6.180527221845197,3.0540000001046415,4.92310827331526,1.7410011193901433,Iris-virginica
+4,5.1089477161730255,3.054000001083832,4.899491301451597,1.665427475169782,Iris-setosa
+5,5.1089477161730255,3.054000022629581,4.899491303731147,1.6654274751761668,Iris-setosa
+6,6.180513133435863,3.0540186690795315,5.3990096010420485,2.72572759069737,Iris-virginica
+7,5.1089477161730255,3.0540000033767134,4.899491316135918,1.665427475449403,Iris-setosa
+8,6.179366488644356,3.0540000119825437,4.899499768226219,1.6654311140629248,Iris-versicolor
+9,5.108947716173034,3.063208300270662,1.5100482745741581,0.2615328231845981,Iris-setosa
+10,6.179419083824456,3.0540096392681892,5.028215348984007,2.0887657012563814,Iris-virginica
+11,6.180893593517346,3.054000413415826,5.140260553606059,2.471574693109536,Iris-virginica
+12,5.1089477161730255,3.054000031110663,4.899491306040075,1.6654274751976401,Iris-setosa
+13,6.1793664886227,3.1068706759897213,1.5102661619336708,0.26156605404139627,Iris-setosa
+14,5.1089477161730255,3.054000360103499,1.510022401076842,1.6654274756437253,Iris-setosa
+15,6.1794178769920896,3.0540000977632875,4.925512917121554,1.7803858611016365,Iris-virginica
+16,5.1089477161730255,3.054010368330142,1.5100231405392273,1.6654275851738805,Iris-setosa
+17,5.1089477161730255,3.0540000002222496,4.8994912976117675,1.6654274751404885,Iris-versicolor
+18,5.1089477161730255,3.054000000067751,4.899491303711045,1.6654274752492584,Iris-versicolor
+19,5.1089477161730255,3.054000061035455,4.899491347062945,1.6654274762251569,Iris-setosa
+20,5.1089477161730255,3.054000000522282,4.899491298388678,1.6654274751433407,Iris-versicolor
+21,6.179366488629992,3.0568902711331556,1.5103135329006538,0.2615995027564378,Iris-setosa
+22,6.180512608809022,3.054079563833416,5.551029327398414,2.810921639985423,Iris-virginica
+23,5.1089477161730255,3.054000000003342,4.899491304215645,1.6654274753150946,Iris-versicolor
+24,6.18076047782286,3.054000012540891,4.992079521309916,2.144867937745695,Iris-virginica
+25,5.1089477161730255,3.0540000016017963,4.899491302842777,1.6654274751805247,Iris-setosa
+26,5.1089477161730255,3.0540000131536744,4.899491309427933,1.6654274752434255,Iris-setosa
+27,5.108947716173026,3.054000060164075,4.899491618235793,1.6654274967581653,Iris-setosa
+28,6.1798487860935625,3.0540095837663324,5.233337730025814,2.525870177464415,Iris-virginica
+29,5.1089477161730255,3.05400000262729,4.899491299676442,1.6654274751481815,Iris-setosa
+30,5.1089477161730255,3.0540000097985773,4.899491308513631,1.6654274752407063,Iris-setosa
+31,5.1089477161730255,3.054000000188163,4.899491297408962,1.665427475140207,Iris-versicolor
+0,6.1893815048417995,3.0540008478760563,5.463695193237504,2.8791179522862187,Iris-virginica
+1,6.185989953718594,3.054000653532891,5.360362955844578,2.7870188790363573,Iris-virginica
+2,6.179366488667568,3.054000000000793,4.89949231032756,1.6654276406279578,Iris-versicolor
+3,6.179377352388738,3.054005176767575,4.9489305939754065,1.825648198162873,Iris-virginica
+4,6.179896012705391,3.0540000526635454,4.9766063490396055,2.0398071321284967,Iris-virginica
+5,5.108947716173027,3.0540000010212682,4.899491437390277,1.665427483976731,Iris-versicolor
+6,5.108947716173055,3.0540000002260763,4.8994915520412565,1.665427497610407,Iris-versicolor
+7,6.181541554549893,3.0541098785993994,5.662975227686908,2.879278213740191,Iris-virginica
+8,5.1089477161730255,3.0540000120800266,4.8994913132918025,1.6654274753375546,Iris-setosa
+9,5.1089477161730255,3.0540000004008325,4.899491299371952,1.665427475152978,Iris-versicolor
+10,5.1089477161730255,3.0540000004439842,4.8994912985644685,1.6654274751457099,Iris-versicolor
+11,5.1089477161730255,3.054000008005576,4.899491303332712,1.6654274751753149,Iris-setosa
+12,6.179960031907756,3.054000000133171,4.917819667197454,1.729439025471844,Iris-virginica
+13,5.1089477161730255,3.054000007852441,4.899491305189512,1.6654274751974036,Iris-setosa
+14,5.1089477161730255,3.054000006309325,4.899491321728625,1.6654274755532752,Iris-setosa
+15,5.1089477161730255,3.054000012263473,4.899491302632063,1.6654274751655067,Iris-setosa
+16,5.1089477161730255,3.054000015390001,4.899491307330731,1.6654274752183225,Iris-setosa
+17,5.1089477161730255,3.054000000353356,4.899491302390543,1.6654274751961782,Iris-versicolor
+18,5.1089477161730255,3.0540000330319,4.899491311305613,1.6654274752677822,Iris-setosa
+19,6.1822442827900455,3.054019740744491,5.582044296986671,2.890471771567389,Iris-virginica
+20,6.186159269797948,3.054002889484014,5.534072499608058,2.908591443137309,Iris-virginica
+21,5.1089477161730255,3.0540337894424194,1.5100224561227389,0.26153081005275225,Iris-setosa
+22,6.179369768220325,3.054005289653973,4.9277077195523455,1.7423494624283637,Iris-virginica
+23,6.179421921150417,3.0540010356817078,4.96585180853027,1.9197518837999108,Iris-virginica
diff --git a/iris/lct_gan/4/15/test.csv b/iris/lct_gan/4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/train.csv b/iris/lct_gan/4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/15/val.csv b/iris/lct_gan/4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/synth.csv b/iris/lct_gan/4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d792ed919d52038682dfd277b49a4b5967680653
--- /dev/null
+++ b/iris/lct_gan/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000031040898,4.899491306648768,1.6654274752001867,Iris-setosa
+1,5.1089477161730255,3.054000001097244,4.8994912997764075,1.6654274751502167,Iris-setosa
+2,6.179480596822533,3.054000000577144,4.907169642466827,1.6962155438412163,Iris-virginica
+3,5.1089477161730255,3.054003888190228,1.5100225935752747,1.665427498909158,Iris-setosa
+4,5.1089477161730255,3.0540001471566876,4.8994913467875465,1.6654274761574854,Iris-setosa
+5,6.184820403278672,3.0540000004096735,4.972444653251617,1.8985216522537272,Iris-virginica
+6,6.179391511854454,3.054036238837899,5.0303849985901365,2.0303629559673566,Iris-virginica
+7,5.1089477161730255,3.0540000000135077,4.899491304239558,1.6654274752861018,Iris-versicolor
+8,6.18882338833427,3.054000050774778,5.181829547742975,2.5942472145709607,Iris-virginica
+9,5.1089477161730255,3.054000013311011,4.899491338153276,1.665427476033001,Iris-setosa
+10,6.17942313510163,3.054000000002875,4.900975843814665,1.667037712860408,Iris-virginica
+11,5.1089477161730255,3.0540000954914883,1.510022391412368,1.6654274752609812,Iris-setosa
+12,6.199045908587042,3.0540000040623716,5.137195026327752,2.395873916366161,Iris-virginica
+13,5.1089477161730255,3.0540000007095958,4.899491301999101,1.6654274751819262,Iris-versicolor
+14,6.179368787098995,3.0540007835636582,4.911686488822559,1.702636396808591,Iris-virginica
+15,6.179387508402093,3.054000000014979,4.900665963328579,1.6671092553703668,Iris-virginica
+16,6.184842580178956,3.0540000007425117,4.985477540339745,1.9985090866017092,Iris-virginica
+17,6.179366841832041,3.0540000000020187,4.899605026131557,1.6655174645949828,Iris-versicolor
+18,6.180888652264551,3.05400005901908,5.030649005539391,2.2325839907354794,Iris-virginica
+19,6.179369736358109,3.054005321840412,4.935959931558,1.7733609412133096,Iris-virginica
+20,5.108947716173028,3.0540021307049265,1.510023479232114,1.6654277142708485,Iris-setosa
+21,6.179606327381159,3.054000127345485,4.96160526006583,1.953495063439881,Iris-virginica
+22,6.180771998523688,3.0540002618889224,5.095577618201516,2.3798638493167408,Iris-virginica
+23,6.180447998050679,3.054018981853582,5.385442778065244,2.713293807585652,Iris-virginica
+24,6.179374060447913,3.0545018273813396,5.082783467986325,0.4420941380761285,Iris-setosa
+25,6.179366500531994,3.0540000000250545,4.899529728961032,1.6654551464745364,Iris-versicolor
+26,6.179885100074958,3.0540013248035005,5.0870683749383,2.3048565818294,Iris-virginica
+27,5.108947716173028,3.054893005443294,1.510028671666859,0.26153126606729143,Iris-setosa
+28,5.1089477161730255,3.054000963596504,1.5100224020029298,1.665427475689186,Iris-setosa
+29,6.186321384720321,3.0540000535655647,5.151954777005242,2.5446927025249817,Iris-virginica
+30,5.1089477161730255,3.0540014120963934,1.510022394867235,1.6654274753921605,Iris-setosa
+31,6.197948332069306,3.054000000732414,5.064538560433608,2.1087316421987348,Iris-virginica
+0,5.1089477161730255,3.054000000052977,4.899491296940934,1.6654274751410634,Iris-versicolor
+1,6.179367580201694,3.054000174192164,4.904424157875396,1.6795751634688387,Iris-virginica
+2,6.179366488674202,3.058349189252875,1.5109141284966061,0.26183893663456215,Iris-setosa
+3,5.1089477161730255,3.0540009381784934,1.5100223953975678,1.66542747541017,Iris-setosa
+4,5.1089477161730255,3.05400000018181,4.899491297661276,1.6654274751402443,Iris-versicolor
+5,5.108947716173033,3.054000000037231,4.899491383301822,1.66542747994317,Iris-versicolor
+6,5.1089477161730255,3.0540000007761785,4.899491298275627,1.6654274751428366,Iris-versicolor
+7,6.179460823042156,3.054000390824151,4.957164555370388,1.9023088078993513,Iris-virginica
+8,6.182887870421707,3.054000000002695,4.920899893143018,1.6830763901030261,Iris-virginica
+9,6.185508296082701,3.054000204143234,5.248320327632188,2.669321509975859,Iris-virginica
+10,5.1089477161730255,3.0540063094794667,1.5100224250641683,1.6654274769133381,Iris-setosa
+11,5.1089477161730255,3.054000000066748,4.899491301844383,1.6654274752172498,Iris-versicolor
+12,6.182513727474838,3.0540000000162353,4.928722687383736,1.7100494058599587,Iris-virginica
+13,5.10894771617304,3.054001098124834,4.89949391332369,1.665427862252014,Iris-setosa
+14,5.1089477161730255,3.05400000069877,4.899491299105045,1.6654274751485743,Iris-versicolor
+15,6.1910922282595635,3.0540000081043632,5.099420833485488,2.3715767138710966,Iris-virginica
+16,5.1089477161730255,3.0540000000089553,4.899491298936148,1.6654274751749933,Iris-versicolor
+17,5.1089477161730255,3.05406302600475,1.510022551410001,0.26153081313889265,Iris-setosa
+18,6.17983239215842,3.054000632597556,5.052384447909833,2.246027055590228,Iris-virginica
+19,5.1089477161730255,3.054000981358101,1.5100224048826592,1.6654274758054481,Iris-setosa
+20,6.17951329003994,3.054000000127449,4.906515696384298,1.6871500261482333,Iris-virginica
+21,6.179724795158757,3.0540007052063443,5.031128567928049,2.1586298028282647,Iris-virginica
+22,6.179596345157254,3.054000775037779,5.012140591311139,2.095958647709846,Iris-virginica
+23,6.1837368522499085,3.05400014238209,5.182980852670098,2.5802263732430633,Iris-virginica
+24,5.1089477161730255,3.0540000008817074,4.899491300252734,1.6654274751585547,Iris-versicolor
+25,6.187141825105484,3.0540000006035855,4.992575011163157,1.9623297240516457,Iris-virginica
+26,6.181757359364754,3.0540231547080814,5.524169781416373,2.8302800751718795,Iris-virginica
+27,6.179478504633353,3.054000000240197,4.906160214385215,1.688712924428202,Iris-virginica
+28,5.1089477161730255,3.0540000002609404,4.899491297598344,1.665427475140824,Iris-versicolor
+29,5.1089477161730255,3.0540000000095713,4.899491301926925,1.6654274752173708,Iris-versicolor
+30,6.185158994652437,3.054000011047937,5.0541772413221615,2.3142718117442116,Iris-virginica
+31,6.182609870484943,3.054000000005466,4.921902047713737,1.6869585052278415,Iris-virginica
+0,6.179368000707151,3.0540000083565526,4.901691516443808,1.6737222876000812,Iris-virginica
+1,6.182146877538221,3.054000000031864,4.930113145036327,1.7238926936796075,Iris-virginica
+2,6.17940645870025,3.0542334459494396,5.158822534642954,0.537187228741085,Iris-virginica
+3,6.179902098638175,3.0540000181819917,4.954953226709904,1.957802390179352,Iris-virginica
+4,5.1089477161730255,3.0540018198281036,1.5100224105848916,1.6654274760746752,Iris-setosa
+5,5.1089477161730255,3.05400001997065,4.899491310680802,1.6654274752627338,Iris-setosa
+6,5.1089477161730255,3.0540000012881823,4.899491300809498,1.6654274751604219,Iris-setosa
+7,5.1089477161730255,3.0540000001580787,4.8994913222619525,1.665427475882987,Iris-versicolor
+8,5.1089477161730255,3.054000000668776,4.899491298428664,1.6654274751433884,Iris-versicolor
+9,6.198649046683585,3.0540002755884745,5.489869364222191,2.908614516610487,Iris-virginica
+10,6.190893358085364,3.0540003771477395,5.41893640383006,2.8436926538086738,Iris-virginica
+11,6.179649050285077,3.0540615708208203,5.281912107101005,2.5276919899993286,Iris-virginica
+12,6.179377835172612,3.054000364034659,4.917106344096023,1.7291346918418837,Iris-virginica
+13,5.1089477161730255,3.0540000008534576,4.899491299226876,1.6654274751488467,Iris-versicolor
+14,6.179475664208216,3.0540004008002666,4.960078086985505,1.9192079867025367,Iris-virginica
+15,5.1089477161730255,3.054000000493279,4.899491298307566,1.6654274751425584,Iris-versicolor
+16,5.108947716173032,3.0631913825154546,1.5100469620245471,0.2615327505600182,Iris-setosa
+17,5.1089477161730255,3.05400008849916,1.5100223920025004,1.665427475277259,Iris-setosa
+18,6.179366488731709,3.0542196268714306,1.5105121586379149,0.26175563682718983,Iris-setosa
+19,6.179640145877385,3.0540104277876012,5.156652472311006,2.385180718811382,Iris-virginica
+20,6.179373710877562,3.054000000915829,4.901743254517499,1.6738678296006826,Iris-virginica
+21,5.108947716173207,3.0540000000113054,4.899491531748171,1.665427497227967,Iris-versicolor
+22,5.1089477161730255,3.054000000378514,4.899491302369133,1.6654274751901044,Iris-versicolor
+23,5.1089477161730255,3.0540000085160584,4.899491304896028,1.665427475190868,Iris-setosa
+24,5.1089477161730255,3.0540000973804555,4.899491366496467,1.6654274770820796,Iris-setosa
+25,5.1089477161730255,3.05400000028792,4.899491323516393,1.6654274758551948,Iris-versicolor
+26,6.179394050036361,3.05400000004046,4.901177945017694,1.668529897853752,Iris-virginica
+27,5.1089477161730255,3.0540000016442326,4.899491301670487,1.6654274751682376,Iris-setosa
+28,5.1089477161730255,3.054000001125093,4.899491299521247,1.665427475148666,Iris-setosa
+29,6.179367945032612,3.054000000016957,4.8998209735823215,1.6659040996667838,Iris-versicolor
+30,6.179664165093708,3.0540002272357833,4.995879756827859,2.0786792786235075,Iris-virginica
+31,6.1794124308458755,3.054000051512919,4.920736771079608,1.7694285910394956,Iris-virginica
+0,5.1089477161730255,3.054000021935017,4.89949132195203,1.66542747548955,Iris-setosa
+1,5.1089477161730255,3.054000001880794,4.899491319106296,1.6654274755461596,Iris-setosa
+2,5.1089477161730255,3.0540002436563602,1.5100223961307577,1.6654274754192633,Iris-setosa
+3,5.108947716173035,3.0540677064200166,1.510027136657912,0.2615312659629649,Iris-setosa
+4,6.179369269943293,3.0540000213092684,4.90232862010802,1.6746920186629324,Iris-virginica
+5,5.1089477161730255,3.054000001064112,4.899491298343731,1.6654274751432914,Iris-versicolor
+6,6.179366488626855,3.05400000846398,4.899497080003823,1.6654295768569056,Iris-versicolor
+7,6.187256216066298,3.0540001197729367,5.228119775064212,2.6486850549470073,Iris-virginica
+8,5.1089477161730255,3.0540000006741397,4.899491298233046,1.665427475143402,Iris-versicolor
+9,5.1089477161730255,3.0540000456935683,4.899491306999927,1.6654274752054614,Iris-setosa
+10,5.1089477161730255,3.054000000444725,4.899491308876326,1.6654274753218705,Iris-versicolor
+11,6.179406052645504,3.054289227773694,5.150103464074435,0.521333346279095,Iris-virginica
+12,6.179382173322409,3.0540000768479176,4.9122198181293495,1.7197240329021741,Iris-virginica
+13,5.1089477161730255,3.054000000135356,4.899491299673256,1.6654274751663904,Iris-versicolor
+14,5.1089477161730255,3.0540000035080666,4.899491322716177,1.6654274756566965,Iris-setosa
+15,6.180090534838572,3.0540171179596536,5.336720169886611,2.656259940464964,Iris-virginica
+16,6.179996829905342,3.0540147069316355,5.280463364433241,2.579346344711771,Iris-virginica
+17,6.179366542641196,3.0540000000116914,4.89955349404215,1.6654734601530143,Iris-versicolor
+18,6.209959242821862,3.0540000000345358,5.036234261466727,1.814811952904756,Iris-virginica
+19,5.1089477161730255,3.0540000351730057,4.899491318518739,1.6654274753913418,Iris-setosa
+20,5.1089477161730255,3.0540000037756494,4.8994913053230755,1.6654274751950735,Iris-setosa
+21,6.182004229408913,3.0540003585836435,5.191147070749876,2.5546853956983746,Iris-virginica
+22,5.1089477161730255,3.054000001432889,4.899491302102929,1.6654274751697558,Iris-setosa
+23,6.179366488626619,3.0540000031058354,4.899495509228234,1.6654287099518756,Iris-versicolor
diff --git a/iris/lct_gan/4/16/test.csv b/iris/lct_gan/4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/train.csv b/iris/lct_gan/4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/16/val.csv b/iris/lct_gan/4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/synth.csv b/iris/lct_gan/4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2918ee55228d441f28a793fa36a2fab169e7ed7
--- /dev/null
+++ b/iris/lct_gan/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054013786368821,1.510022781439775,1.6654275164340686,Iris-setosa
+1,5.1089477161730255,3.0540000022215423,4.899491299471926,1.6654274751483555,Iris-setosa
+2,5.1089477161730255,3.0540000007831813,4.899491307393039,1.6654274752731988,Iris-versicolor
+3,5.1089477161730255,3.0540270416397797,1.510022639689753,1.6654274960710325,Iris-setosa
+4,5.1089477161730255,3.054005596671096,1.5100224550080852,1.6654274794542279,Iris-setosa
+5,6.179520927946587,3.054153409110184,5.304907438809646,0.6580834203711836,Iris-virginica
+6,5.1089477161730255,3.0540000007965244,4.89949131513155,1.6654274754866665,Iris-versicolor
+7,6.179366620454648,3.054000000060586,4.899608627967995,1.6655494852724662,Iris-versicolor
+8,6.181966812186077,3.054054765775135,5.641590227057812,2.895610056555828,Iris-virginica
+9,6.180563561404329,3.054000104121082,5.040591708108202,2.257519263508037,Iris-virginica
+10,5.1089477161730255,3.0540007970415575,1.5100223949271503,1.6654274753907345,Iris-setosa
+11,6.188308039546166,3.054000091665105,5.2223134731933865,2.6488954307318635,Iris-virginica
+12,6.187549406128761,3.0540000001287937,4.978836900717807,1.854898367026962,Iris-virginica
+13,6.187016259070097,3.0540010321213114,5.427013923379158,2.842296760883845,Iris-virginica
+14,5.1089477161730255,3.054000000233842,4.899491297900276,1.665427475142232,Iris-versicolor
+15,5.1089477161730255,3.054000000077152,4.899491300287015,1.665427475178726,Iris-versicolor
+16,5.1089477161730255,3.0540000009208033,4.899491355555931,1.6654274776202076,Iris-versicolor
+17,6.17939895425427,3.054000002628353,4.904912776781755,1.691465282762783,Iris-virginica
+18,5.1089477161730255,3.054000042668014,4.899491343722369,1.665427476154245,Iris-setosa
+19,5.108947716173093,3.0540000000282093,4.899491492289812,1.6654274920379575,Iris-versicolor
+20,6.1818302523425315,3.0540000000027976,4.915528066491774,1.6792027170896144,Iris-virginica
+21,5.1089477161730255,3.0540001221159137,1.5100223938284596,1.6654274753397538,Iris-setosa
+22,5.1089477161730255,3.0540000150603532,4.899491304429412,1.665427475183737,Iris-setosa
+23,5.1089477161730255,3.0540291234534696,1.5100225169833266,1.6654274828441429,Iris-setosa
+24,6.17936673095455,3.054000000820897,4.899890919274413,1.6662755141814132,Iris-virginica
+25,5.1089477161730255,3.0540000030710512,4.899491305875662,1.6654274752090301,Iris-setosa
+26,6.181869251114851,3.054038716447707,5.605067744078417,2.872959945069148,Iris-virginica
+27,5.1089477161730255,3.054004034757815,1.510022453599768,1.6654274789012244,Iris-setosa
+28,6.180537748282301,3.0540000000012797,4.9080176025150175,1.6714279745760443,Iris-virginica
+29,5.1089477161730255,3.0540000032031482,4.8994913011101096,1.6654274751579978,Iris-setosa
+30,5.1089477161730255,3.0540000000197844,4.899491310613685,1.665427475496324,Iris-versicolor
+31,5.1089477161730255,3.0540000372073965,4.899491310878496,1.6654274752646465,Iris-setosa
+0,6.181486231865298,3.054000000725429,4.950473050417898,1.913924839976386,Iris-virginica
+1,6.17943784158696,3.0540001503232284,4.935244921596118,1.8258047923962781,Iris-virginica
+2,6.190819786229999,3.0540012857996013,5.548757084159014,2.938588002317,Iris-virginica
+3,5.1089477161730255,3.0540000027866934,4.8994913026539315,1.6654274751671385,Iris-setosa
+4,5.1089477161730255,3.0540000002166017,4.899491297695213,1.6654274751407707,Iris-versicolor
+5,5.1089477161730255,3.054000000184349,4.899491326317463,1.6654274759447407,Iris-versicolor
+6,6.179368821872306,3.054000334955313,4.908991701110138,1.6964647908590251,Iris-virginica
+7,6.179366505775432,3.054012450727896,4.902798974919765,1.6699382094507205,Iris-setosa
+8,5.1089477161730255,3.054000011737878,4.899491439518374,1.6654274824195927,Iris-setosa
+9,5.1089477161730255,3.0540000004346153,4.89949130105376,1.6654274751724472,Iris-versicolor
+10,6.17944060130279,3.0540001103412617,4.93436956765333,1.8198102701331094,Iris-virginica
+11,5.1089477161730255,3.0540000002253285,4.899491297743565,1.6654274751413531,Iris-versicolor
+12,6.188747366593568,3.0540000626869985,5.197154807834339,2.6016802138896025,Iris-virginica
+13,5.1089477161730255,3.0540000026801515,4.899491300935191,1.6654274751586136,Iris-setosa
+14,5.1089477161730255,3.054002246377423,1.5100224131878048,1.6654274762323111,Iris-setosa
+15,5.1089477161730255,3.0540000004409698,4.899491297794349,1.6654274751417217,Iris-versicolor
+16,6.179366525643054,3.0540035093795406,4.903592975366275,1.6723700970797846,Iris-setosa
+17,5.108947716173043,3.0540006650671345,4.899493687201854,1.6654278437898486,Iris-setosa
+18,5.108947716173308,3.054004361863851,4.8995050275735545,1.6654303494062024,Iris-setosa
+19,6.179606421848849,3.054000000000417,4.9019883112545495,1.6670156195082075,Iris-virginica
+20,5.1089477161730255,3.0540045509498452,1.510022419674849,1.6654274765792412,Iris-setosa
+21,5.1089477161730255,3.0540008978050293,1.5100223986583265,1.6654274755304062,Iris-setosa
+22,6.180532208066007,3.0540000000755114,4.9215084167167396,1.7233754459217292,Iris-virginica
+23,5.1089477161730805,3.054019756904921,1.5100292895237515,1.665429599284052,Iris-setosa
+24,5.1089477161730255,3.05400000921162,4.89949130913357,1.6654274752516824,Iris-setosa
+25,6.2008056067046375,3.0540000078388982,5.17008947425729,2.450359521963831,Iris-virginica
+26,5.1089477161730255,3.054000011435285,4.899491305414738,1.6654274751991844,Iris-setosa
+27,5.1089477161730255,3.054000257570687,1.510022403802463,1.6654274757506744,Iris-setosa
+28,6.179366488812767,3.0540000105754057,4.899514507983462,1.665444295849077,Iris-versicolor
+29,6.179652343908936,3.054000000001159,4.902979656199933,1.6681268822628692,Iris-virginica
+30,5.1089477161730255,3.054000046970187,4.8994913082527765,1.6654274752257645,Iris-setosa
+31,6.179366488928143,3.0540000002769334,4.899501984972541,1.6654319790256773,Iris-versicolor
+0,6.179962137561196,3.0540058334522917,5.215946614618522,2.525813694437315,Iris-virginica
+1,6.1809066012999665,3.054000370143804,5.109363623602201,2.3950448896070284,Iris-virginica
+2,5.1089477161730255,3.0540000004464334,4.89949129770143,1.6654274751408404,Iris-versicolor
+3,5.1089477161730255,3.054000478467001,1.5100224360726315,1.6654274779289062,Iris-setosa
+4,5.1089477161730255,3.054000003370973,4.899491304602147,1.6654274751992608,Iris-setosa
+5,5.1089477161730255,3.0540000764229873,1.5100223915768418,1.665427475270059,Iris-setosa
+6,5.1089477161730255,3.054002061824414,1.510022432907978,1.6654274775893836,Iris-setosa
+7,5.1089477161730255,3.054000502728674,1.5100223937332693,1.6654274753418548,Iris-setosa
+8,6.1798144160637625,3.054000000191502,4.914322872704799,1.720513552211263,Iris-virginica
+9,5.1089477161730255,3.054000032905819,4.899491347249144,1.6654274762899226,Iris-setosa
+10,5.1089477161730255,3.0540000042998625,4.899491306095505,1.665427475210806,Iris-setosa
+11,6.179693141750439,3.0540218027377173,5.242470001673941,2.5219221600368966,Iris-virginica
+12,5.1089477161730255,3.054021258273188,1.5100232070631219,1.6654275829583005,Iris-setosa
+13,6.186138125767648,3.0540000024966134,5.024567990861688,2.187230886702551,Iris-virginica
+14,5.1089477161730255,3.0540002865461706,1.5100224057312053,1.6654274758857588,Iris-setosa
+15,5.1089477161730255,3.05400000018778,4.899491298337667,1.665427475147078,Iris-versicolor
+16,5.1089477161730255,3.0540000000143586,4.899491300483761,1.665427475198184,Iris-versicolor
+17,6.187630776623104,3.0540002799756407,5.304986782221749,2.730751761178193,Iris-virginica
+18,6.190868892696572,3.0540013136052613,5.552297171088774,2.9457562309208054,Iris-virginica
+19,6.179394859912705,3.0540000000639256,4.901677271931289,1.6706133858665697,Iris-virginica
+20,6.179367423490055,3.054000000076892,4.899940668882202,1.6663193473978883,Iris-versicolor
+21,6.186873874299977,3.0540000002975396,4.98497602844159,1.922779154802294,Iris-virginica
+22,5.1089477161730255,3.05400003999491,4.8994913100431265,1.6654274752421192,Iris-setosa
+23,5.108947716173033,3.054000005019106,4.899491682922412,1.665427515978852,Iris-setosa
+24,5.1089477161730255,3.054000003661768,4.899491311483865,1.665427475327526,Iris-setosa
+25,6.192973971660996,3.0540001525103015,5.361790937152932,2.8041827241495234,Iris-virginica
+26,6.182725860773292,3.0540234579814527,5.608986137995766,2.9029761323617684,Iris-virginica
+27,6.179366908142829,3.0540002046420205,4.903727698688419,1.6769803063848496,Iris-virginica
+28,5.1089477161730255,3.054000000264718,4.899491297716735,1.6654274751405795,Iris-versicolor
+29,6.18374295744225,3.0540064933642994,5.510632624671206,2.860064379279306,Iris-virginica
+30,5.1089477161730255,3.05400000003434,4.899491314575596,1.6654274756400667,Iris-versicolor
+31,6.181920505762753,3.054000000048153,4.930189486806106,1.7367760963037246,Iris-virginica
+0,5.1089477161730255,3.054033299686582,1.5100228892183962,0.2615308307425818,Iris-setosa
+1,6.179446788299228,3.0540000057501433,4.9126113690820175,1.737335314813718,Iris-virginica
+2,5.1089477161730255,3.0540000001524485,4.899491297001194,1.6654274751386233,Iris-versicolor
+3,5.108947716173207,3.0540021974561187,4.899502651297809,1.665430174475178,Iris-setosa
+4,6.179366496708599,3.0540033284114934,4.9010661071663675,1.6673738426630003,Iris-setosa
+5,5.1089477161730255,3.054000000125166,4.899491297054399,1.6654274751387226,Iris-versicolor
+6,6.179366706390964,3.0540048155417123,4.9086048597655445,1.6846979019216881,Iris-virginica
+7,5.1089477161730255,3.0540204366413226,1.510022424582886,1.6654274768701829,Iris-setosa
+8,6.197853867167909,3.054000003152297,5.112112177451076,2.3168080667087887,Iris-virginica
+9,6.182362988763044,3.0540064694058606,5.490291245050853,2.8531471399493444,Iris-virginica
+10,6.187230174356861,3.054001573600076,5.509021493153704,2.910276641918136,Iris-virginica
+11,6.179366505451904,3.054130889642688,4.908234990206925,0.266748611942597,Iris-setosa
+12,5.1089477161730255,3.0540212354608673,1.5100225453308105,1.665427486243446,Iris-setosa
+13,5.1089477161730255,3.0540000000807876,4.899491306513123,1.6654274752974776,Iris-versicolor
+14,6.179511779068888,3.0540000248262564,4.930802678558984,1.8261469140588098,Iris-virginica
+15,5.108947716173027,3.0543581009456404,1.5100268578743885,0.2615311447208732,Iris-setosa
+16,5.108947716173166,3.0540000343351017,4.899493322079366,1.6654278352630247,Iris-setosa
+17,6.179664998527061,3.054000000002672,4.903552760785068,1.6695662198427412,Iris-virginica
+18,6.179616306968858,3.0540973091334545,5.311398990609396,0.6668155376202807,Iris-virginica
+19,5.1089477161730255,3.05401161201509,1.5100227063542029,1.6654275082641812,Iris-setosa
+20,5.1089477161730255,3.054000000665888,4.899491298236672,1.6654274751432427,Iris-versicolor
+21,5.1089477161730255,3.0540000074438214,4.899491306729381,1.665427475216378,Iris-setosa
+22,6.179367537314321,3.054000000009645,4.899758699470486,1.6657227835308934,Iris-versicolor
+23,5.1089477161730255,3.054000001264048,4.899491336118498,1.6654274762311625,Iris-versicolor
diff --git a/iris/lct_gan/4/17/test.csv b/iris/lct_gan/4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/train.csv b/iris/lct_gan/4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/17/val.csv b/iris/lct_gan/4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/synth.csv b/iris/lct_gan/4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c457c91bb51b1c31ad9279de360461aa956d4195
--- /dev/null
+++ b/iris/lct_gan/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000024281238,4.8994914563296925,1.665427484706934,Iris-setosa
+1,5.10894771617303,3.05442849520727,1.5100287560839252,0.26153131901444576,Iris-setosa
+2,6.183142043236619,3.0540000002191756,4.956759327403202,1.852198013729954,Iris-virginica
+3,5.1089477161730255,3.0540000001276497,4.899491301464515,1.6654274751890341,Iris-versicolor
+4,5.1089477161730255,3.054000002699061,4.8994913078136015,1.6654274752500762,Iris-setosa
+5,5.1089477161730255,3.054000000780993,4.899491298849176,1.6654274751444673,Iris-versicolor
+6,5.108947716173026,3.056140155197964,1.5100274942044785,0.2615310775687877,Iris-setosa
+7,6.179370505113856,3.0540000000408756,4.900115772892061,1.6667020425819232,Iris-virginica
+8,6.1794558248658245,3.054010099021344,5.052818585444652,2.1458930368244107,Iris-virginica
+9,6.17936649082575,3.0540000003286667,4.899519074880396,1.6654455752689665,Iris-versicolor
+10,5.1089477161730255,3.054000000015611,4.899491300469858,1.6654274751985152,Iris-versicolor
+11,5.1089477161730255,3.054000003660916,4.899491300026452,1.6654274751508473,Iris-setosa
+12,6.179366491397751,3.0540000001564676,4.8995193657591525,1.6654468012087686,Iris-versicolor
+13,5.1089477161730255,3.054000000964966,4.899491308400604,1.665427475307788,Iris-setosa
+14,5.1089477161730255,3.054000026719349,4.8994913077455955,1.665427475221261,Iris-setosa
+15,5.1089477161730255,3.054000002600111,4.8994913252482535,1.6654274756890508,Iris-setosa
+16,5.1089477161730255,3.054000000069494,4.899491301275011,1.6654274751968288,Iris-versicolor
+17,6.1817912924379135,3.054000540117061,5.212088778835062,2.611058275675675,Iris-virginica
+18,5.1089477161730255,3.054000000006257,4.89949131491839,1.6654274757043002,Iris-versicolor
+19,6.188715728632113,3.0540000000079166,4.949249793622896,1.7102990085068082,Iris-virginica
+20,6.184110308127342,3.0540011802683487,5.378492875482594,2.7864095722966944,Iris-virginica
+21,6.179413384607884,3.0540000000000993,4.900206859594643,1.6657761596468856,Iris-virginica
+22,6.179367039298093,3.054000000038983,4.899744283868262,1.6657998603903519,Iris-versicolor
+23,6.182661504223669,3.0540252984892153,5.600369223321014,2.8907231784606564,Iris-virginica
+24,5.1089477161730255,3.054000000066241,4.89949129817512,1.665427475150489,Iris-versicolor
+25,5.1089477161730255,3.0540000192153696,4.89949130709409,1.6654274752129519,Iris-setosa
+26,6.187161093028374,3.054000522803929,5.376597088218017,2.805778447968751,Iris-virginica
+27,6.179366488769428,3.0540001180323624,4.8995416642846825,1.6654651658390975,Iris-setosa
+28,6.179367252904801,3.0542764540313585,4.95910214675775,0.31560919498432993,Iris-setosa
+29,5.108947716173084,3.0540085607406677,1.510027477338829,1.6654290379337067,Iris-setosa
+30,6.179443621403906,3.0540094577970445,5.039850665152579,2.103055437290928,Iris-virginica
+31,5.1089477161730255,3.054000002418666,4.899491301076104,1.6654274751571578,Iris-setosa
+0,5.1089477161730255,3.0540000000146486,4.8994913015491175,1.6654274752270657,Iris-versicolor
+1,5.1089477161730255,3.054000003260673,4.899491300312884,1.6654274751529774,Iris-setosa
+2,6.17976889562208,3.0540000168618744,4.93974199775975,1.8748220109520253,Iris-virginica
+3,5.108947716173028,3.0540000023611236,4.899491498923457,1.665427488171475,Iris-versicolor
+4,5.1089477161730255,3.0540000004056744,4.899491298102912,1.6654274751425422,Iris-versicolor
+5,5.1089477161733345,3.0540000000024183,4.899491484291165,1.6654274909985631,Iris-versicolor
+6,5.1089477161730255,3.054000001462508,4.899491303821466,1.6654274751987732,Iris-setosa
+7,6.204071559025064,3.054000000913648,5.096821536301183,2.148589970862384,Iris-virginica
+8,5.1089477161730255,3.054000001415523,4.899491342047978,1.6654274765472414,Iris-versicolor
+9,5.1089477161730255,3.0540000014767,4.899491309303382,1.6654274752897804,Iris-setosa
+10,5.108947716173039,3.0540000104929073,4.899491865909681,1.6654275330429922,Iris-setosa
+11,6.179366489296227,3.0540426590046783,4.900467949225054,0.26184664326308804,Iris-setosa
+12,6.179366534116987,3.0540000000003538,4.8995174499190455,1.6654386896447702,Iris-versicolor
+13,6.196332744935858,3.054000000032291,4.992058528573911,1.7794981588134275,Iris-virginica
+14,6.179989222859737,3.054140005213263,5.517895848685127,0.7616583929938314,Iris-virginica
+15,5.1089477161730255,3.054000000130121,4.8994913089888525,1.6654274753747493,Iris-versicolor
+16,6.1793664968522855,3.054000000047531,4.8995228393241135,1.6654472075968962,Iris-versicolor
+17,5.1089477161730255,3.054000007315735,4.899491307734347,1.6654274752335005,Iris-setosa
+18,5.1089477161730255,3.0540000001014955,4.899491309590643,1.6654274753993188,Iris-versicolor
+19,6.179367279944043,3.054422479923805,4.965755568373251,0.3195434292668409,Iris-setosa
+20,5.1089477161730255,3.054000011483786,4.899491310815014,1.6654274752760534,Iris-setosa
+21,5.1089477161730255,3.0540019424468805,1.51002243548191,1.665427477675518,Iris-setosa
+22,5.1089477161730255,3.054000034972052,4.899491403303937,1.6654274793840678,Iris-setosa
+23,6.179423058008936,3.0540004165438237,4.953768916224058,1.8999434114816316,Iris-virginica
+24,5.108947716173254,3.0540000000049923,4.8994915012518865,1.665427493552034,Iris-versicolor
+25,6.190257462250072,3.0540006403731614,5.463407235683871,2.879339081771244,Iris-virginica
+26,6.179367390533732,3.0540022584063626,4.9128676530557085,1.700293587728938,Iris-virginica
+27,5.108947716173028,3.059361572452717,1.5100354404843033,0.2615316955998442,Iris-setosa
+28,6.179366493883907,3.054000018448286,4.899663426395333,1.6656721649418877,Iris-versicolor
+29,5.1089477161730255,3.0540968809976095,1.5100229016624889,0.2615308281266944,Iris-setosa
+30,6.192895410796107,3.054000000092287,4.99439799609453,1.8343895077827592,Iris-virginica
+31,6.181735174446917,3.0540000739743,5.067995777021534,2.3391039847214614,Iris-virginica
+0,6.179366488623905,3.0540832302622625,1.5100688756830494,0.26154139942519145,Iris-setosa
+1,6.1806631705246176,3.054000000748491,4.935347246332264,1.8282369165675942,Iris-virginica
+2,6.180682258139711,3.054026221591099,5.43294621918654,2.745242946382407,Iris-virginica
+3,5.108947716173027,3.054002955987195,1.5100230351184663,1.66542759548371,Iris-setosa
+4,5.1089477161730255,3.0540000005265187,4.899491303603474,1.6654274752155729,Iris-versicolor
+5,6.182292167974138,3.0540309615699472,5.621908308256082,2.8959648242565437,Iris-virginica
+6,5.108947716173026,3.054005445794166,1.5100231882776571,1.6654275936314298,Iris-setosa
+7,6.180161428046898,3.054000000326096,4.921232826867496,1.7472821938312335,Iris-virginica
+8,6.179367023665873,3.0540161202893095,4.9205866561329366,1.710502911190592,Iris-virginica
+9,6.179399686259041,3.054215153405259,5.125691957517247,0.5055663484159925,Iris-virginica
+10,6.180267521101762,3.0540000090165984,4.954449788757924,1.9753602853203063,Iris-virginica
+11,5.1089477161730255,3.054000002384422,4.89949132457434,1.6654274756833356,Iris-setosa
+12,6.179493914304927,3.0541120898631817,5.22514947488864,0.6060250170796924,Iris-virginica
+13,5.1089477161730255,3.054000000747488,4.899491299753369,1.6654274751533271,Iris-versicolor
+14,5.1089477161730255,3.0540000000122154,4.899491299492341,1.66542747517417,Iris-versicolor
+15,5.1089477161730255,3.054000001986408,4.899491320576606,1.6654274755978646,Iris-setosa
+16,5.1089477161730255,3.054000000066599,4.899491300450597,1.66542747518034,Iris-versicolor
+17,5.1089477161730255,3.0540000050505083,4.899491306640969,1.66542747521998,Iris-setosa
+18,6.183183731375098,3.054000041373168,5.093049835145584,2.425045259563964,Iris-virginica
+19,5.1089477161730255,3.0540024270139368,1.510022399285362,1.6654274755847853,Iris-setosa
+20,6.179367198120246,3.054000020607731,4.901330337382311,1.6708180104120534,Iris-virginica
+21,6.181917170112102,3.0540000000009315,4.913924672020034,1.6744766086064253,Iris-virginica
+22,6.183840220469656,3.0540082658108516,5.5637275251139755,2.8991641022592,Iris-virginica
+23,5.1089477161730255,3.0540000008246064,4.899491309159852,1.6654274753021172,Iris-versicolor
+24,5.1089477161730255,3.0540000000021967,4.899491301378893,1.6654274752339577,Iris-versicolor
+25,6.193580627131779,3.054000001879689,5.067093758489434,2.1948078081151996,Iris-virginica
+26,5.1089477161730255,3.054000032280073,4.899491308634034,1.6654274752318428,Iris-setosa
+27,6.179440197483917,3.05400000017532,4.9046847754701925,1.6820840235779948,Iris-virginica
+28,6.17952377795793,3.054000000471846,4.90904499120488,1.7038980153006376,Iris-virginica
+29,6.179366506542119,3.054000012100828,4.899759386272045,1.6658317297942222,Iris-versicolor
+30,6.18582572704247,3.05400016358004,5.2185957390654085,2.6331956549144997,Iris-virginica
+31,5.10894771617304,3.0540000000116114,4.899491386808756,1.6654274804879494,Iris-versicolor
+0,5.108947716173057,3.0540000009513966,4.899491730502867,1.6654275229664477,Iris-versicolor
+1,5.10894771617308,3.0540477858842547,1.5100325011578886,0.26153213189944746,Iris-setosa
+2,6.180083508411958,3.054000362464666,5.0496318293369775,2.2277449300643593,Iris-virginica
+3,5.1089477161730255,3.054000004856832,4.899491304074595,1.6654274751847349,Iris-setosa
+4,5.108947716173026,3.0553875037527485,1.5100280402550335,0.26153115435982044,Iris-setosa
+5,5.108947716173026,3.0540034066895108,1.5100229172320578,1.6654275551766051,Iris-setosa
+6,6.203072426903744,3.054000053493386,5.339255907294701,2.760227966555539,Iris-virginica
+7,6.1873673463231516,3.054000632100649,5.4047712034559305,2.8232605190830298,Iris-virginica
+8,5.1089477161730255,3.054000000836513,4.899491329058962,1.6654274760462853,Iris-versicolor
+9,5.1089477161730255,3.054000006878136,4.899491397163003,1.6654274792449686,Iris-setosa
+10,6.1793665277997905,3.0540000000851504,4.899573410047672,1.6655011281025827,Iris-versicolor
+11,5.1089477161730255,3.0540000193986483,4.899491310699182,1.665427475267482,Iris-setosa
+12,6.179405511289103,3.0540000493591504,4.916548140241826,1.7428726482124273,Iris-virginica
+13,6.184249018069458,3.0540004826162277,5.2787955018758135,2.6963021260800435,Iris-virginica
+14,5.1089477161730255,3.0540000029377095,4.8994913005616185,1.665427475153797,Iris-setosa
+15,6.18765566589644,3.0540000085135897,5.078425283441112,2.3671918665260403,Iris-virginica
+16,5.1089477161730255,3.054000589669448,1.5100226203638463,1.665427507182366,Iris-setosa
+17,6.190198575763153,3.0540000008802504,5.018057691304256,2.0293041341201503,Iris-virginica
+18,6.180435434719367,3.0541265232859427,5.61120044953831,0.7985661868238447,Iris-virginica
+19,5.1089477161730255,3.0540000073844285,4.899491304599039,1.6654274751882676,Iris-setosa
+20,5.108947716173028,3.054003283603993,1.5100236720683402,1.6654277425823028,Iris-setosa
+21,6.182437573967395,3.054050503842533,5.63360906022732,2.8943234755152405,Iris-virginica
+22,6.179452116992647,3.054000006940496,4.914546779588629,1.7503780131468896,Iris-virginica
+23,5.1089477161730255,3.054000867086023,1.5100224135583944,1.6654274763317223,Iris-setosa
diff --git a/iris/lct_gan/4/18/test.csv b/iris/lct_gan/4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/train.csv b/iris/lct_gan/4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/18/val.csv b/iris/lct_gan/4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/synth.csv b/iris/lct_gan/4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ea3f50307d272dea627f05412e883b9e1702705
--- /dev/null
+++ b/iris/lct_gan/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000005372363,4.899491298650725,1.6654274751444271,Iris-versicolor
+1,6.195325818358631,3.054000030037132,5.213007381441003,2.5897484093255714,Iris-virginica
+2,5.1089477161730255,3.0540000089344765,4.89949131584461,1.6654274753832088,Iris-setosa
+3,6.179460504486038,3.054000000002382,4.901516812652926,1.667553210205622,Iris-virginica
+4,5.1089477161730255,3.0540001233634624,4.899491362378835,1.6654274766903083,Iris-setosa
+5,5.1089477161730255,3.0540005854550745,1.51002249561274,1.6654274849069222,Iris-setosa
+6,6.189671003343974,3.054000001774174,5.042942857020199,2.1707305344493166,Iris-virginica
+7,6.179371651078929,3.0540001993414303,4.911690782578102,1.7080529990419338,Iris-virginica
+8,6.179366556510735,3.054000000018042,4.899562370132761,1.6654870676984925,Iris-versicolor
+9,5.1089477161730255,3.05400085719338,1.5100223968327267,1.6654274754623626,Iris-setosa
+10,6.179407996044259,3.0540000000016785,4.900715890743614,1.6666078366733286,Iris-virginica
+11,6.181193370348216,3.054000012221908,4.992742690407491,2.144395818986826,Iris-virginica
+12,5.1089477161730255,3.0540000279601176,4.899491307747206,1.6654274752208809,Iris-setosa
+13,6.21639130870925,3.0540000000241836,5.040374939505025,1.7977159970492094,Iris-virginica
+14,5.1089477161730255,3.0540000000170604,4.8994913124079424,1.6654274755671268,Iris-versicolor
+15,6.179380629106018,3.05400000064968,4.901846012303086,1.673718201944427,Iris-virginica
+16,5.1089477161730255,3.0540000005492542,4.899491298443946,1.665427475144354,Iris-versicolor
+17,5.1089477161730255,3.0541313519136883,1.5100225938700134,0.2615308138293741,Iris-setosa
+18,6.179766875460157,3.0540182327730716,5.2476870061154735,2.5295302462990636,Iris-virginica
+19,6.179366524405891,3.0540002468710736,4.900433305856154,1.6669359924530853,Iris-virginica
+20,6.1809561302567255,3.05401955634359,5.457617367804771,2.789429587161585,Iris-virginica
+21,5.1089477161730255,3.054000001225498,4.899491302320209,1.6654274751790072,Iris-setosa
+22,5.1089477161730255,3.0540000000136254,4.899491301021527,1.6654274752075586,Iris-versicolor
+23,5.1089477161730255,3.0540000316999483,4.899491304311833,1.6654274751820535,Iris-setosa
+24,5.1089477161730255,3.0540000010869703,4.899491298412164,1.6654274751436426,Iris-setosa
+25,5.1089477161730255,3.054000055670602,4.899491314064323,1.6654274753139768,Iris-setosa
+26,5.1089477161730255,3.0540000014120445,4.89949130078668,1.6654274751559965,Iris-setosa
+27,6.179368027206233,3.0540001515952935,4.906602896438849,1.6895042594029894,Iris-virginica
+28,6.182131643490275,3.05400004927553,5.067004947397168,2.361288032930921,Iris-virginica
+29,5.1089477161730255,3.054000025686977,4.899491352586025,1.665427476557149,Iris-setosa
+30,5.1089477161730255,3.0540000030391075,4.899491303274707,1.665427475184253,Iris-setosa
+31,6.179366504280292,3.0540003888893144,4.9004547702369345,1.6669897657459491,Iris-virginica
+0,5.108947716173026,3.0540000000067833,4.89949131902674,1.6654274758783807,Iris-versicolor
+1,6.180475638303325,3.0540000002384313,4.9254896934774255,1.7584924172835716,Iris-virginica
+2,5.108947716173026,3.0711180668381934,1.5100361362772599,0.26153166682805223,Iris-setosa
+3,5.1089477161730255,3.0540000078069225,4.899491301002747,1.6654274751571716,Iris-setosa
+4,5.1089477161730255,3.0540000041464785,4.899491302334303,1.6654274751678442,Iris-setosa
+5,6.179372197085116,3.0540170714325816,4.956857487360624,1.8280114412304376,Iris-virginica
+6,6.179366520923435,3.054000000507787,4.899616204989677,1.665591154025379,Iris-versicolor
+7,5.1089477161730255,3.0540000004354515,4.899491298963751,1.6654274751485063,Iris-versicolor
+8,5.1089477161730255,3.0540000020939475,4.8994913030332325,1.6654274751733384,Iris-setosa
+9,6.181927648531035,3.0540002182878236,5.147612901383323,2.510965340220697,Iris-virginica
+10,5.1089477161730255,3.0540000425485467,4.899491313037735,1.6654274752971525,Iris-setosa
+11,6.179683365782444,3.0540000905363662,4.968075894170632,1.9861633689860339,Iris-virginica
+12,5.1089477161730255,3.0540005436912634,1.5100224001723759,1.6654274756010912,Iris-setosa
+13,5.1089477161730255,3.0540000011022674,4.899491299317909,1.6654274751482612,Iris-setosa
+14,6.180022930003481,3.0540271278297886,5.38175030776016,2.690002754687938,Iris-virginica
+15,6.179367264308504,3.0540000152314892,4.900920368930784,1.6693317632409792,Iris-virginica
+16,6.187849224964637,3.0540000103153844,5.083822236339978,2.3717053928561267,Iris-virginica
+17,6.2025527904677125,3.0540000121448285,5.21387460593583,2.5408532661477117,Iris-virginica
+18,5.1089477161730255,3.054000000966587,4.899491306215221,1.665427475239886,Iris-versicolor
+19,6.179366509483171,3.0540000002166585,4.899557800188506,1.6654932175485195,Iris-versicolor
+20,5.1089477161730255,3.0540000007042156,4.89949129827971,1.6654274751427331,Iris-versicolor
+21,6.179373377722906,3.0540000003791308,4.9008621872924865,1.6694458267696624,Iris-virginica
+22,5.1089477161730255,3.05400000159373,4.899491300063972,1.6654274751505473,Iris-setosa
+23,5.1089477161730255,3.0540000002251877,4.899491297467754,1.6654274751399862,Iris-versicolor
+24,5.1089477161730255,3.0540000004400287,4.899491297763313,1.665427475141248,Iris-versicolor
+25,6.18850046081901,3.0540009513046176,5.471045164714594,2.88665713134342,Iris-virginica
+26,6.183861109332616,3.0540119423794674,5.600487988302307,2.913983327520992,Iris-virginica
+27,6.179525659403113,3.054107540379001,5.264285988113415,0.6365399826299996,Iris-virginica
+28,5.1089477161730255,3.0540062442980958,1.5100224148913046,1.6654274763531558,Iris-setosa
+29,5.1089477161730255,3.0540001584374665,1.5100224073442152,1.6654274759991987,Iris-setosa
+30,6.179387376855943,3.0540000001442826,4.901931785209596,1.6723906036616978,Iris-virginica
+31,5.108947716173056,3.0540000004080046,4.899491610661477,1.6654275053100975,Iris-versicolor
+0,6.17936650983882,3.0540280319020154,4.904325463250435,1.6717727699816851,Iris-setosa
+1,5.1089477161730255,3.0540007953445865,1.5100224932170592,1.6654274839931387,Iris-setosa
+2,6.1793664886577835,3.056718635246192,1.5108487609314987,0.26180943313229277,Iris-setosa
+3,5.1089477161730255,3.0540026110864487,1.5100224183644373,1.6654274766905752,Iris-setosa
+4,5.108947716173086,3.055127112739355,1.5100522045077216,0.2615341508912633,Iris-setosa
+5,5.1089477161730255,3.0540000001530623,4.899491303426939,1.665427475226674,Iris-versicolor
+6,5.1089477161730255,3.054000000482479,4.899491298918672,1.6654274751465832,Iris-versicolor
+7,6.179366488657704,3.05495574289027,1.5104460109231979,0.2616711281307344,Iris-setosa
+8,5.108947716173032,3.0540000004888115,4.899491480971707,1.6654274888704323,Iris-versicolor
+9,5.1089477161730255,3.0540000187810983,4.899491304567092,1.6654274751866511,Iris-setosa
+10,6.18031218139944,3.0540384662259514,5.448464659975152,2.740197581715815,Iris-virginica
+11,6.179367338705418,3.054009303179507,4.920081504743464,1.7145451605259618,Iris-virginica
+12,5.1089477161730255,3.0540000012858894,4.899491328191341,1.665427475911967,Iris-versicolor
+13,6.179408709870644,3.0540000264477825,4.914149441876032,1.7364084280779886,Iris-virginica
+14,6.179371671215406,3.0540000035098336,4.9021726877205705,1.6770921027783978,Iris-virginica
+15,6.181925799439292,3.0540636656112774,5.644646949518636,2.8891414448921333,Iris-virginica
+16,6.179366786166161,3.054033293904107,4.922684200662359,1.7129322621079204,Iris-setosa
+17,6.17936648882497,3.054141241587578,1.5105369143817906,0.2617962085678233,Iris-setosa
+18,6.181754034171781,3.0540014641361153,5.295215010676456,2.6796712677567993,Iris-virginica
+19,5.1089477161730255,3.054000002925046,4.899491337519964,1.665427476167503,Iris-setosa
+20,5.1089477161730255,3.0540000024672684,4.899491303233461,1.6654274751825615,Iris-setosa
+21,6.179366651141481,3.054000017200054,4.900277157676808,1.6672036431717965,Iris-virginica
+22,5.1089477161730255,3.0540260535644452,1.5100231861361437,1.6654275748263268,Iris-setosa
+23,5.1089477161730255,3.0540000433011847,4.899491359176802,1.665427476640556,Iris-setosa
+24,5.108947716173026,3.1074094554186287,1.5100427115720294,0.2615319384845157,Iris-setosa
+25,5.1089477161730255,3.0615807062875477,1.5100278861600902,0.26153107925512664,Iris-setosa
+26,6.182228060142952,3.0540000001289167,4.944102167766292,1.8113323478637176,Iris-virginica
+27,6.179367414177037,3.0540000000002583,4.899584746352779,1.6654797666867938,Iris-versicolor
+28,6.180181326306322,3.05400111583052,5.131096864768272,2.4161191663995503,Iris-virginica
+29,6.179366488639025,3.0540000000007934,4.899491910951473,1.6654275606529076,Iris-versicolor
+30,5.108947716173256,3.0540000000763867,4.899491736125803,1.665427527816189,Iris-versicolor
+31,5.1089477161730255,3.0540000281584576,4.89949131167288,1.6654274752610099,Iris-setosa
+0,6.17936693033246,3.0540000038704758,4.900417816326496,1.6679520909971586,Iris-virginica
+1,5.108947716173036,3.054000000271338,4.8994914840742405,1.6654274885791969,Iris-versicolor
+2,5.1089477161730255,3.0540000145536834,4.899491303942782,1.6654274751787979,Iris-setosa
+3,6.180382525405383,3.0540000012659854,4.936181971795509,1.8574693105049478,Iris-virginica
+4,5.1089477161730255,3.0540000017140643,4.899491381827326,1.6654274788445937,Iris-versicolor
+5,6.186728163988294,3.054000000002113,4.933125768368671,1.687255439163632,Iris-virginica
+6,5.1089477161730255,3.054000004704907,4.899491302931894,1.6654274751746039,Iris-setosa
+7,5.1089477161730255,3.0540000045244837,4.899491303851636,1.665427475186846,Iris-setosa
+8,6.17981852954778,3.0540003217435787,5.015952289350707,2.1387498653860475,Iris-virginica
+9,6.179551583594395,3.0540002113395284,4.960268653752561,1.9286960129032,Iris-virginica
+10,5.1089477161730255,3.054000530630876,1.5100224161353426,1.6654274765090902,Iris-setosa
+11,6.180879454562568,3.054002840756088,5.27796882456605,2.6483512726223495,Iris-virginica
+12,5.1089477161730255,3.0540000018509783,4.899491302491686,1.665427475173466,Iris-setosa
+13,5.108947716173097,3.054000003145126,4.899492242373032,1.6654276144836557,Iris-versicolor
+14,5.108947716173276,3.0540000002675125,4.89949200900708,1.6654275861725996,Iris-versicolor
+15,6.182715008840965,3.054000171478484,5.154100100801702,2.5361068125838706,Iris-virginica
+16,6.179366488625239,3.0540588862241846,1.510062669031247,0.2615404214323889,Iris-setosa
+17,6.1793665478613695,3.054000001513193,4.899716213138498,1.6657388048078026,Iris-versicolor
+18,6.1809619693011655,3.0540013100847587,5.2269980863413545,2.5902135329590874,Iris-virginica
+19,5.1089477161730255,3.054000003859889,4.8994913622170335,1.665427477394009,Iris-setosa
+20,6.181273806100452,3.054047425603665,5.600711260463854,2.8719465915367333,Iris-virginica
+21,6.182200158186917,3.054021127029239,5.563121093309748,2.86899412661368,Iris-virginica
+22,6.179702683771467,3.0540108792058485,5.16091375383652,2.387469951886644,Iris-virginica
+23,6.184521253037,3.0540047041701084,5.501797240462625,2.861660103098534,Iris-virginica
diff --git a/iris/lct_gan/4/19/test.csv b/iris/lct_gan/4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/train.csv b/iris/lct_gan/4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/19/val.csv b/iris/lct_gan/4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/synth.csv b/iris/lct_gan/4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91ff934f80cf00d0259ccdb251dd013dcc395efd
--- /dev/null
+++ b/iris/lct_gan/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540010224732406,1.5100224182725113,1.665427476662879,Iris-setosa
+1,5.1089477161730255,3.054000001452495,4.899491299740086,1.665427475151357,Iris-setosa
+2,6.179366488623511,3.0540472727564016,1.5100533352163856,0.26153722927619677,Iris-setosa
+3,5.1089477161730255,3.0540000076563465,4.899491302410572,1.6654274751660136,Iris-setosa
+4,6.17940142395745,3.0540000035488433,4.90614779118171,1.6989705465550409,Iris-virginica
+5,6.179367810043122,3.054000000480776,4.900248064366061,1.6673239045153108,Iris-virginica
+6,5.10894771617303,3.054000000943885,4.8994914857998095,1.6654274879366977,Iris-versicolor
+7,6.179366488622605,3.0583015157479907,1.51011800483207,0.2615448016980417,Iris-setosa
+8,5.108947716173026,3.0546009584378253,1.510025718646281,0.2615310058166265,Iris-setosa
+9,5.1089477161730255,3.0540001083979376,1.5100223949303924,1.665427475370114,Iris-setosa
+10,5.108947716173027,3.054137460722951,1.5100253488726691,0.26153102396953554,Iris-setosa
+11,6.180631926730471,3.0540423189706125,5.484865226248815,2.7726728165819945,Iris-virginica
+12,6.185814469700831,3.0540000187939276,5.10117124120683,2.4456034109508096,Iris-virginica
+13,6.198481145179457,3.054000000564773,5.062713174188376,2.0714849488057,Iris-virginica
+14,5.108947716173703,3.054000005848855,4.899493798943023,1.6654280786449418,Iris-versicolor
+15,5.1089477161730255,3.054000000541974,4.899491303114568,1.6654274751967717,Iris-versicolor
+16,5.1089477161730255,3.05400035157423,1.5100223968137398,1.665427475443446,Iris-setosa
+17,6.1833732530824586,3.0540003261188304,5.224343108691936,2.6177564736177317,Iris-virginica
+18,5.108947716173026,3.0540000090265274,4.899491482247146,1.6654274858426286,Iris-setosa
+19,5.1089477161730255,3.054000069831761,4.899491315342506,1.6654274753193603,Iris-setosa
+20,6.182301805770065,3.0540018838030236,5.334630876746869,2.736521904355193,Iris-virginica
+21,5.1089477161730255,3.054000001413451,4.899491300959041,1.6654274751607299,Iris-setosa
+22,6.1801277251297995,3.0540000000024285,4.907241426274003,1.673042069571615,Iris-virginica
+23,5.1089477161730255,3.0540000047332057,4.899491320248413,1.6654274755082912,Iris-setosa
+24,6.179864838280507,3.0540253123165315,5.3103724789619,2.592162876025615,Iris-virginica
+25,5.1089477161730255,3.054000431493676,1.5100224260505317,1.6654274771412714,Iris-setosa
+26,5.10894771617303,3.0540000000003866,4.899491316870606,1.6654274758741328,Iris-versicolor
+27,6.181456901216171,3.0540003830171756,5.187173346559017,2.5685589217744447,Iris-virginica
+28,5.1089477161730255,3.054004342646711,1.5100224061098841,1.6654274758827656,Iris-setosa
+29,5.1089477161730255,3.0540020863950206,1.5100225710418613,1.6654274971297895,Iris-setosa
+30,5.1089477161730255,3.054008523958749,1.5100224368962911,1.6654274776267861,Iris-setosa
+31,6.193538704392727,3.0540000197406187,5.176322934844531,2.5329391692525847,Iris-virginica
+0,5.1089477161730255,3.0890784071853865,1.510031086359753,0.26153117852798163,Iris-setosa
+1,5.1089477161730255,3.0540000001471173,4.899491302722276,1.6654274752173233,Iris-versicolor
+2,5.1089477161730255,3.054000001983894,4.899491304135751,1.6654274751977063,Iris-setosa
+3,6.187317289602249,3.0540000000566123,4.965468129853604,1.7945670682883625,Iris-virginica
+4,5.1089477161730255,3.054014312820893,1.510022934636524,1.6654275405391978,Iris-setosa
+5,6.1793667687366565,3.0540000004794647,4.899824717525322,1.6659261750234207,Iris-versicolor
+6,6.179367677407376,3.054002210007415,4.914805336681038,1.7066555335189617,Iris-virginica
+7,6.1865734886579595,3.0540000011519277,5.005181746335732,2.065409290918806,Iris-virginica
+8,5.1089477161730255,3.0540000028897216,4.899491300332276,1.665427475151822,Iris-setosa
+9,5.1089477161730255,3.054000000671386,4.899491298141351,1.6654274751429081,Iris-versicolor
+10,5.1089477161730255,3.054000049025222,4.899491309232727,1.6654274752348386,Iris-setosa
+11,6.190573947835762,3.0540000017807682,5.046253968667997,2.1721024142572634,Iris-virginica
+12,6.180632223554228,3.054000000038093,4.919818185670576,1.7108723608241838,Iris-virginica
+13,5.1089477161730255,3.0540000005917936,4.899491298546427,1.6654274751458171,Iris-versicolor
+14,6.179366488622942,3.0540080689001208,4.899514510375823,1.6654332606735056,Iris-setosa
+15,5.1089477161730255,3.0540000004362415,4.899491298062773,1.665427475142537,Iris-versicolor
+16,5.1089477161730255,3.054000002017982,4.899491299034876,1.6654274751460916,Iris-setosa
+17,6.179371319975299,3.054013351408146,4.945723876946275,1.794598794313982,Iris-virginica
+18,5.1089477161730255,3.054000001252905,4.899491300198235,1.6654274751537255,Iris-setosa
+19,6.179368909451784,3.054000004164296,4.901320474954915,1.6717562854337171,Iris-virginica
+20,6.179366488911686,3.0540000000007126,4.899493452336525,1.665427959444944,Iris-versicolor
+21,5.10894771617307,3.05400001266017,4.899492280161404,1.6654276037258562,Iris-setosa
+22,6.179366488644202,3.0540000244535284,4.899504902695964,1.6654348288794953,Iris-versicolor
+23,6.179371179747098,3.054000000152485,4.900483147091224,1.667912127999364,Iris-virginica
+24,6.179366488624041,3.0540000028574936,4.899493497893487,1.6654279965629344,Iris-versicolor
+25,5.1089477161730255,3.0540000015704374,4.8994913265897635,1.6654274757968623,Iris-setosa
+26,5.1089477161730255,3.054000000100166,4.899491296811171,1.6654274751380058,Iris-versicolor
+27,5.1089477161730255,3.054000000015799,4.899491316310953,1.6654274757095584,Iris-versicolor
+28,5.1089477161730255,3.0540000033726264,4.899491313748476,1.6654274753749663,Iris-setosa
+29,5.108947716173067,3.0540051122323693,1.5100268261487237,1.6654289910870537,Iris-setosa
+30,5.1089477161730255,3.054000000299099,4.899491297807928,1.665427475141802,Iris-versicolor
+31,6.182962399851776,3.0540000000002507,4.913935340357129,1.6698993023285986,Iris-virginica
+0,5.1089477161730255,3.054000000076045,4.899491313660219,1.6654274754962524,Iris-versicolor
+1,6.179367936840083,3.054188177589479,4.9746705148636865,0.3371655304049005,Iris-setosa
+2,6.179366591501963,3.0540218434037048,4.9098403482530175,1.6841185316431593,Iris-setosa
+3,5.1089477161730255,3.054000014586309,4.8994914071871705,1.6654274795466926,Iris-setosa
+4,6.1793664886250195,3.054000000033344,4.8994919724290105,1.6654275765174185,Iris-versicolor
+5,5.1089477161730255,3.054000317932125,1.5100223914294295,1.665427475269975,Iris-setosa
+6,5.1089477161730255,3.054000000633315,4.89949129912662,1.6654274751488176,Iris-versicolor
+7,5.1089477161730255,3.0540001513927524,4.899491404817447,1.6654274785343222,Iris-setosa
+8,5.1089477161730255,3.054000000290469,4.899491334671533,1.6654274763625379,Iris-versicolor
+9,6.1793665624938,3.054000000000135,4.899513549787073,1.6654355098560905,Iris-versicolor
+10,6.193665116802843,3.054000027742423,5.196403846952203,2.576732986761032,Iris-virginica
+11,5.1089477161730255,3.0540000036923747,4.899491300923926,1.6654274751577638,Iris-setosa
+12,6.181013249570379,3.0540082311442998,5.386112894714116,2.75143384112912,Iris-virginica
+13,6.191701902513359,3.054000177294737,5.321240650393469,2.7573981773382954,Iris-virginica
+14,5.1089477161730255,3.0553679622442416,1.5100229453294376,0.26153082395437205,Iris-setosa
+15,6.179428389425709,3.054000036107657,4.9194886553707535,1.7632906556559926,Iris-virginica
+16,5.1089477161730255,3.054000004672676,4.899491304323965,1.6654274751930553,Iris-setosa
+17,6.1797092978605574,3.0540000011975503,4.918267165167327,1.7641954868658904,Iris-virginica
+18,5.1089477161730255,3.0540001019077727,1.5100223917813682,1.6654274752736336,Iris-setosa
+19,5.1089477161730255,3.054000028515714,4.899491309847832,1.6654274752390583,Iris-setosa
+20,6.181970757345054,3.0540197352308582,5.547163962495458,2.8593524425661867,Iris-virginica
+21,5.1089477161730255,3.054003069937369,1.5100224520778636,1.6654274794434407,Iris-setosa
+22,5.1089477161730255,3.0540000060127226,4.899491306756023,1.6654274752156486,Iris-setosa
+23,5.1089477161730255,3.0540000068684083,4.899491302385069,1.6654274751658458,Iris-setosa
+24,5.1089477161730255,3.0540000002083416,4.8994912971900755,1.665427475139052,Iris-versicolor
+25,6.182244100477861,3.0540008780837113,5.2452810647242165,2.6262326862576066,Iris-virginica
+26,5.108947716173026,3.054002597701897,1.5100228253373236,1.6654275431499266,Iris-setosa
+27,6.179387587791935,3.0540086376964823,4.97201218538034,1.8955944011033996,Iris-virginica
+28,5.1089477161730255,3.054000005376576,4.899491301519951,1.6654274751625335,Iris-setosa
+29,5.1089477161730255,3.0540000495684096,4.899491348174429,1.66542747631627,Iris-setosa
+30,5.1089477161730255,3.0540000004458663,4.899491319199444,1.6654274756171235,Iris-versicolor
+31,5.1089477161730255,3.054000000640951,4.899491300326746,1.6654274751575215,Iris-versicolor
+0,5.1089477161730255,3.054000000473209,4.899491315424694,1.665427475490814,Iris-versicolor
+1,5.1089477161730255,3.0540000001987977,4.899491307461238,1.6654274753261802,Iris-versicolor
+2,5.1089477161730255,3.0540000024305,4.899491302465929,1.6654274751733393,Iris-setosa
+3,5.1089477161730255,3.054000404470421,1.5100224193447276,1.6654274767102892,Iris-setosa
+4,6.183008086657685,3.0540004022485387,5.249127194102612,2.6703667069893564,Iris-virginica
+5,6.179366502620049,3.056856391953891,1.5208009765855435,0.27141856653714785,Iris-setosa
+6,5.1089477161730255,3.0540000005461536,4.89949129872108,1.6654274751455638,Iris-versicolor
+7,6.186885109331904,3.0540000087444725,5.067507935102798,2.340797692498053,Iris-virginica
+8,6.192295545844155,3.054000150820049,5.335557783896574,2.7736794882036246,Iris-virginica
+9,5.1089477161730255,3.057157652885466,1.510025955395109,0.26153096883465726,Iris-setosa
+10,6.179384057273078,3.0541222303939874,5.065681785940142,0.4566270926663061,Iris-virginica
+11,6.179369122255827,3.0540000050767686,4.901598591968125,1.673221736462535,Iris-virginica
+12,6.188286500215642,3.0540000000190575,4.954353023313499,1.7314649560255568,Iris-virginica
+13,5.1089477161730255,3.0540000049858724,4.899491301864189,1.6654274751614866,Iris-setosa
+14,6.179366842832512,3.0540054858635117,4.910763181298609,1.690029839973438,Iris-virginica
+15,6.179366490011357,3.057847865220434,1.514446279565037,0.264324592530213,Iris-setosa
+16,6.179379228816143,3.054000000028157,4.900560158856491,1.6673445208038893,Iris-virginica
+17,6.2104760026993,3.0540000005984678,5.1103809302132355,2.120917672587146,Iris-virginica
+18,6.1793664886235105,3.0540000000004994,4.899491491138049,1.6654274923970689,Iris-versicolor
+19,5.108947716173026,3.0540100404608124,1.5100231587446167,1.6654275839593222,Iris-setosa
+20,6.183126581211296,3.054000001440175,4.979013634916486,2.0224597432784686,Iris-virginica
+21,5.1089477161730255,3.0540000000406033,4.899491297571529,1.6654274751470473,Iris-versicolor
+22,6.179366903223644,3.0540004029868735,4.903924448135153,1.6765523973728598,Iris-virginica
+23,5.1089477161730255,3.0540000012794724,4.89949133312962,1.6654274761826608,Iris-versicolor
diff --git a/iris/lct_gan/4/2/test.csv b/iris/lct_gan/4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/train.csv b/iris/lct_gan/4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/2/val.csv b/iris/lct_gan/4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/synth.csv b/iris/lct_gan/4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3317612a22cc43cce86284c6f45f828d047d5532
--- /dev/null
+++ b/iris/lct_gan/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000000002709,4.899491301869477,1.665427475255108,Iris-versicolor
+1,6.181099761407753,3.0541147528580748,5.635463674964684,2.8570005143748918,Iris-virginica
+2,5.108947716173075,3.0540063809629183,1.5100266702293856,1.665428828902256,Iris-setosa
+3,6.18050148950873,3.0540000004634607,4.932829459370614,1.8159526803615005,Iris-virginica
+4,5.1089477161730255,3.054000236962316,1.5100223932856365,1.6654274753269795,Iris-setosa
+5,6.179366488691851,3.0540000000442418,4.899494390974941,1.6654282569211603,Iris-versicolor
+6,6.179577075295336,3.0540205744271094,5.185621222326872,2.416078135291139,Iris-virginica
+7,6.179366488901125,3.054000001679296,4.8995169263323985,1.6654442237537133,Iris-versicolor
+8,6.179366488652232,3.05400000889201,4.899505987215742,1.6654355154669593,Iris-versicolor
+9,6.2081520138611594,3.0540000001856686,5.0669858994752515,1.9601575288199689,Iris-virginica
+10,5.1089477161730255,3.0540000065502824,4.899491302854672,1.665427475166932,Iris-setosa
+11,5.1089477161730255,3.054000006845494,4.899491302623753,1.6654274751655573,Iris-setosa
+12,6.182051874415003,3.0540001917506667,5.146462622017327,2.508439369134437,Iris-virginica
+13,5.1089477161730255,3.0540000075794103,4.89949138932292,1.6654274787263452,Iris-setosa
+14,5.1089477161730255,3.054000482619028,1.51002256595161,1.6654275016690958,Iris-setosa
+15,6.181404970130805,3.05411724788134,5.663636639573039,2.8697355054961937,Iris-virginica
+16,5.108947716173028,3.054000137582509,4.899492102530206,1.6654275744977454,Iris-setosa
+17,5.1089477161730255,3.054000000294656,4.8994912976063425,1.6654274751404816,Iris-versicolor
+18,6.184036045368059,3.0540103201491373,5.575330873791794,2.9031807658795445,Iris-virginica
+19,6.179366491355228,3.0540000000081617,4.899504032541368,1.6654333914715096,Iris-versicolor
+20,5.108947716173903,3.05400000439041,4.899493575762784,1.6654280790900617,Iris-versicolor
+21,6.188431995796339,3.0540001235853116,5.2495178078237315,2.670536469285225,Iris-virginica
+22,6.1795472187230525,3.0540000000005936,4.902005319583956,1.66729372886102,Iris-virginica
+23,6.179967766188442,3.054000000378321,4.920180354140607,1.7554246110958434,Iris-virginica
+24,6.179959163833345,3.0540000000170413,4.910613816762519,1.6879766303884411,Iris-virginica
+25,5.1089477161730255,3.0540000003001526,4.89949129870648,1.6654274751497453,Iris-versicolor
+26,6.1793664886350586,3.054000000022633,4.899492339433698,1.6654276658725367,Iris-versicolor
+27,6.179375105004488,3.0540002544966094,4.917208221712532,1.7351163070547286,Iris-virginica
+28,6.1982639224777705,3.05400014545613,5.408061003443226,2.839497771099124,Iris-virginica
+29,5.1089477161730255,3.054000000010934,4.899491297951629,1.6654274751609799,Iris-versicolor
+30,5.108947716173091,3.0540000837330865,4.899493409925931,1.6654278304345629,Iris-setosa
+31,5.1089477161730255,3.0540000007273145,4.899491298230641,1.6654274751424138,Iris-versicolor
+0,6.180930332036888,3.054045294810304,5.550498837144988,2.8353385948503282,Iris-virginica
+1,6.184810231443995,3.054000000045176,4.947752411842639,1.761436118724024,Iris-virginica
+2,5.1089477161730255,3.0540000098760127,4.8994913184492,1.6654274754361045,Iris-setosa
+3,5.1089477161730255,3.0540000021154405,4.8994913003677,1.6654274751543738,Iris-setosa
+4,5.1089477161730255,3.054001730775156,1.5100224088610372,1.6654274760060095,Iris-setosa
+5,5.108947716173028,3.0540000003745047,4.899491417428763,1.6654274827912574,Iris-versicolor
+6,5.1089477161730255,3.055574485819417,1.51002348697719,0.2615308445738955,Iris-setosa
+7,5.1089477161730255,3.056418826857286,1.5100240133832943,0.2615308723184966,Iris-setosa
+8,5.1089477161730255,3.054000187940417,1.5100223999287794,1.665427475549696,Iris-setosa
+9,6.179557937221946,3.0540000063923722,4.922647600949624,1.7973839243540686,Iris-virginica
+10,5.1089477161730255,3.054001118024791,1.5100224269022724,1.6654274770811104,Iris-setosa
+11,5.1089477161730255,3.054000002277376,4.899491301217184,1.6654274751593212,Iris-setosa
+12,5.1089477161730255,3.0540012045254032,1.5100224688375026,1.6654274806559681,Iris-setosa
+13,5.108947716173079,3.054005784767404,1.5100272544393978,1.6654290863201822,Iris-setosa
+14,6.1846472492315385,3.0540054213463863,5.525591659385334,2.87759311936422,Iris-virginica
+15,5.1089477161730255,3.054176099957792,1.5100225241527279,0.2615308115542026,Iris-setosa
+16,6.179627635684149,3.0540000326280774,4.939102576030353,1.861231343732095,Iris-virginica
+17,5.1089477161730255,3.0540000105277882,4.899491330032573,1.6654274757616916,Iris-setosa
+18,6.179403287335906,3.054000000024681,4.901565382977784,1.6695399538648257,Iris-virginica
+19,5.1089477161730255,3.0540000183847753,4.899491304185479,1.66542747517953,Iris-setosa
+20,5.1089477161730255,3.0540052461026432,1.5100225500353535,1.6654274902190218,Iris-setosa
+21,5.1089477161730255,3.0540000887163354,4.8994913413507675,1.6654274760596568,Iris-setosa
+22,6.179792974599675,3.0540000000075254,4.906750903982472,1.6772315207816637,Iris-virginica
+23,5.1089477161730255,3.0540002547773173,1.5100224164504983,1.6654274764949177,Iris-setosa
+24,6.179366488763424,3.0547012317768445,1.5107298940717535,0.26184084730680773,Iris-setosa
+25,6.186156607970341,3.054000000295613,4.984658592258966,1.920717889730126,Iris-virginica
+26,6.179764208055121,3.0540279678137017,5.293316146728498,2.5768012675368612,Iris-virginica
+27,5.108947716173027,3.054029172766443,1.5100242995876236,1.6654277741189962,Iris-setosa
+28,5.1089477161730255,3.054025342481934,1.510022429044242,1.6654274771332738,Iris-setosa
+29,6.179366488625286,3.054000000039857,4.899492060627006,1.6654275949262898,Iris-versicolor
+30,6.1793810479224005,3.054000000007959,4.900341601970181,1.6664772376177435,Iris-virginica
+31,6.188573674324614,3.054000080396099,5.21236465477834,2.620531137071003,Iris-virginica
+0,6.179366675917468,3.054828609787452,1.5327800506278915,0.2925559850026771,Iris-setosa
+1,6.179371563235456,3.0540000394135416,4.90554531036736,1.68976192569364,Iris-virginica
+2,6.181607727772458,3.054027068574354,5.534286816870004,2.8395898561821227,Iris-virginica
+3,5.108947716173143,3.054000927333208,4.899496575825912,1.6654285652198952,Iris-setosa
+4,6.179366888564087,3.0540000000003045,4.89955178308404,1.665457257932753,Iris-versicolor
+5,6.179377090321783,3.0540000000160066,4.900380009019442,1.6668078625111702,Iris-virginica
+6,5.108947716173026,3.0543323721698394,1.5100249741237806,0.2615309456696876,Iris-setosa
+7,5.1089477161730255,3.0540000016926347,4.899491299620608,1.665427475147955,Iris-setosa
+8,5.1089477161730255,3.0540000254203266,4.899491323877785,1.6654274755887934,Iris-setosa
+9,5.1089477161730255,3.054002804863629,1.5100225060766166,1.665427486311626,Iris-setosa
+10,5.1089477161730255,3.0540000014391753,4.899491302388347,1.665427475176372,Iris-setosa
+11,5.1089477161730255,3.054000002152996,4.899491303817903,1.665427475188231,Iris-setosa
+12,6.185665002991255,3.054002800207424,5.4958185192539615,2.8773374318718563,Iris-virginica
+13,6.180094949808728,3.054000000012466,4.910514879035797,1.6838359044352935,Iris-virginica
+14,6.179366488624756,3.0540026575168313,4.89951641308924,1.6654350047974402,Iris-setosa
+15,5.108947716173031,3.054000000003534,4.899491339578199,1.6654274771261965,Iris-versicolor
+16,5.1089477161730255,3.0540000168628723,4.8994913046111215,1.6654274751826663,Iris-setosa
+17,5.1089477161730255,3.0540000564025007,4.899491308115031,1.6654274752157254,Iris-setosa
+18,5.1089477161730255,3.054001935590214,1.5100224126185535,1.6654274762305041,Iris-setosa
+19,6.223551912211485,3.0540000001221705,5.113938626777964,1.9659638221783622,Iris-virginica
+20,6.1793678223074044,3.054000006023375,4.90110299834717,1.6705731202578253,Iris-virginica
+21,6.18149780014856,3.0541340565021544,5.656516944089585,2.8626143634824484,Iris-virginica
+22,5.1089477161731285,3.0540000000002956,4.899491361910187,1.6654274790270642,Iris-versicolor
+23,5.1089477161730255,3.0540000020947704,4.899491302660654,1.66542747517364,Iris-setosa
+24,5.1089477161730255,3.057365327044281,1.5100232380569283,0.26153083302307556,Iris-setosa
+25,5.1089477161730255,3.0540000002456287,4.899491297644441,1.665427475141504,Iris-versicolor
+26,5.1089477161730255,3.054000015154377,4.899491342507501,1.6654274762650785,Iris-setosa
+27,6.179366520790634,3.054000009976411,4.899802228609365,1.6659625087799532,Iris-versicolor
+28,5.1089477161730255,3.0540005468539473,1.5100225072065612,1.6654274868841457,Iris-setosa
+29,5.1089477161730255,3.054000006039377,4.899491306796361,1.6654274752187785,Iris-setosa
+30,6.191413429560796,3.054000014069825,5.145301961971627,2.490382183870837,Iris-virginica
+31,6.18232275842486,3.0540000020668066,4.972041001146652,2.0084345691490464,Iris-virginica
+0,6.184163669823041,3.0540000023311116,5.0003519412471755,2.1081394578554566,Iris-virginica
+1,6.179398074368675,3.0540005554995577,4.9365665791052695,1.815187810386385,Iris-virginica
+2,6.182337630288561,3.054000008517374,5.000664299651535,2.1556326526268395,Iris-virginica
+3,6.17953580396068,3.0540000000015817,4.902189701130881,1.6680071278538706,Iris-virginica
+4,6.179366572934281,3.054086773205864,4.914166555927346,0.2722971753942678,Iris-setosa
+5,6.18019358035181,3.0540055036535056,5.280100565930993,2.631951566650307,Iris-virginica
+6,5.1089477161730255,3.054000000332123,4.8994913006096175,1.6654274751672509,Iris-versicolor
+7,6.179528986164739,3.0540000000360386,4.904552104833658,1.6765923599628227,Iris-virginica
+8,5.1089477161730255,3.0540004794893107,1.51002248839214,1.66542748398294,Iris-setosa
+9,5.1089477161730255,3.0540072564230556,1.5100224110820273,1.6654274761789862,Iris-setosa
+10,6.179373531770084,3.0540000095206303,4.90326477118265,1.6812428760676104,Iris-virginica
+11,6.1832396931981055,3.0540004559285836,5.225212884582738,2.6136748701769505,Iris-virginica
+12,6.186865170026095,3.0540005781483712,5.364539891220783,2.793266987644163,Iris-virginica
+13,5.1089477161730255,3.0540000005320955,4.899491297857169,1.6654274751412588,Iris-versicolor
+14,5.1089477161730255,3.0540000276162464,4.89949130497734,1.6654274751888614,Iris-setosa
+15,5.1089477161730255,3.054000053517159,4.899491311138274,1.665427475259878,Iris-setosa
+16,6.17936649077826,3.0545542632057385,1.5128325219175376,0.26361971814749585,Iris-setosa
+17,6.180140619272321,3.0540000000411993,4.9138463244653074,1.70000351841243,Iris-virginica
+18,6.182289711814195,3.0540006108176168,5.2250884915220865,2.6152284144343514,Iris-virginica
+19,6.179366488623155,3.0540144809811824,1.510039951634031,1.6654360031903825,Iris-setosa
+20,5.1089477161730255,3.0540000003377843,4.899491300816492,1.6654274751700424,Iris-versicolor
+21,5.1089477161730255,3.054006176166137,1.5100224120306511,1.6654274761638952,Iris-setosa
+22,5.1089477161730255,3.0540000011171706,4.899491299061749,1.6654274751456484,Iris-setosa
+23,6.179366538667238,3.0540000014853694,4.899760798104087,1.665842695464797,Iris-versicolor
diff --git a/iris/lct_gan/4/20/test.csv b/iris/lct_gan/4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/train.csv b/iris/lct_gan/4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/20/val.csv b/iris/lct_gan/4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/synth.csv b/iris/lct_gan/4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc322a3f90fec3d59a11f5f64711ae680fe297c8
--- /dev/null
+++ b/iris/lct_gan/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000003198413,4.89949129752646,1.6654274751400082,Iris-versicolor
+1,5.1089477161730255,3.054000000222001,4.899491307504938,1.6654274752947376,Iris-versicolor
+2,5.108947716173037,3.0540000000019316,4.899491344260589,1.6654274774690583,Iris-versicolor
+3,6.1793665905309165,3.054000000037411,4.899589899019431,1.6655229194046015,Iris-versicolor
+4,6.179366502347627,3.05400277705453,4.901700022074158,1.6687922115879048,Iris-setosa
+5,5.1089477161730255,3.054000182768512,4.899491450055135,1.665427482308364,Iris-setosa
+6,6.179370079587131,3.054000000001013,4.899707518806269,1.6655877358241575,Iris-versicolor
+7,5.1089477161730255,3.054000256843652,1.5100224052129354,1.665427475855269,Iris-setosa
+8,6.183230391442228,3.0540020058047204,5.383011447782662,2.7912061401914188,Iris-virginica
+9,6.179587239962147,3.054067086968827,5.270001290194446,2.500016663983266,Iris-virginica
+10,6.180136224781784,3.05400698807879,5.26012898864498,2.5870097655476223,Iris-virginica
+11,6.18275919915317,3.0540221948926685,5.605881689421988,2.901449315747506,Iris-virginica
+12,6.180678754556182,3.054044541683004,5.496803958428988,2.789456210399867,Iris-virginica
+13,6.179366488624722,3.054000000028419,4.899492017471756,1.6654275774178575,Iris-versicolor
+14,5.1089477161730255,3.0540000002655474,4.899491350663075,1.665427477299496,Iris-versicolor
+15,6.1793666293004295,3.0540000745371274,4.901143451535491,1.6694439593093668,Iris-virginica
+16,6.180582501740459,3.0541221410187434,5.588027070412472,2.8182140059630214,Iris-virginica
+17,5.1089477161730255,3.054000044713729,4.899491310535696,1.6654274752533658,Iris-setosa
+18,5.1089477161730255,3.0540003749204034,1.5100224661655557,1.6654274812023588,Iris-setosa
+19,5.1089477161730255,3.0540000053073633,4.899491303698042,1.6654274751814948,Iris-setosa
+20,6.182619982013677,3.0540089362761123,5.514794952054766,2.8636137267641577,Iris-virginica
+21,6.179366488973062,3.057457767560039,1.5125092220607501,0.26278877159969893,Iris-setosa
+22,6.179812497341315,3.0540000000053604,4.90639583392753,1.6757213078021582,Iris-virginica
+23,6.181514871610508,3.0540000029861525,4.967183793565044,2.016807551487543,Iris-virginica
+24,6.188798467687901,3.054000251096846,5.324021121705725,2.7638848510420795,Iris-virginica
+25,6.179366488693578,3.0540201659843813,4.899737665891822,1.6655547652880662,Iris-setosa
+26,5.1089477161730255,3.054000005884865,4.899491302268738,1.6654274751625748,Iris-setosa
+27,6.1902232754039295,3.05400002529935,5.152393767195153,2.515357026083822,Iris-virginica
+28,5.1089477161730255,3.054000000317251,4.899491297904422,1.6654274751410894,Iris-versicolor
+29,6.179425707744853,3.0540803564695795,5.133716398024579,0.5417907982211462,Iris-virginica
+30,6.179366488626439,3.054000000022103,4.899492009140142,1.6654275789582653,Iris-versicolor
+31,6.179369950520255,3.054316857125509,5.017721269733931,0.3772055725691666,Iris-setosa
+0,6.179405648328257,3.0540033878819237,4.98029567387367,1.9524686331992513,Iris-virginica
+1,6.179479318676428,3.05400000384892,4.912961743599084,1.7387437558971781,Iris-virginica
+2,5.1089477161730255,3.0540000572829644,4.899491314160347,1.6654274753076745,Iris-setosa
+3,6.189751754743787,3.054000013211254,5.121568676497586,2.459198019454054,Iris-virginica
+4,5.1089477161730255,3.054000001759427,4.899491299929886,1.6654274751503169,Iris-setosa
+5,5.1089477161730255,3.054000000991014,4.8994912992851924,1.6654274751484257,Iris-versicolor
+6,5.1089477161730255,3.0540000003348213,4.899491302391058,1.6654274751965454,Iris-versicolor
+7,6.181790543842473,3.054047482667482,5.613184385032473,2.8704012952629574,Iris-virginica
+8,5.1089477161730255,3.0540000011522532,4.899491300503338,1.6654274751574316,Iris-setosa
+9,5.1089477161730255,3.054000001033819,4.8994913001059395,1.665427475153288,Iris-setosa
+10,5.1089477161730255,3.054000002431956,4.899491303732588,1.665427475191193,Iris-setosa
+11,5.1089477161730255,3.05400000063036,4.89949129821566,1.6654274751427511,Iris-versicolor
+12,5.1089477161730255,3.054000000384765,4.899491300031307,1.6654274751593312,Iris-versicolor
+13,5.1089477161730255,3.054000000003519,4.899491302309748,1.6654274752626146,Iris-versicolor
+14,5.1089477161730255,3.05400000825115,4.899491332164713,1.6654274758078005,Iris-setosa
+15,6.17936826475773,3.0540093675736095,4.931292274562454,1.7483349601967912,Iris-virginica
+16,5.108947716173036,3.0540000000064516,4.899491361595135,1.665427478521902,Iris-versicolor
+17,5.1089477161730255,3.0540000468427886,4.899491314690817,1.6654274753245966,Iris-setosa
+18,5.108947716173031,3.0540000000012077,4.899491330255086,1.665427476550478,Iris-versicolor
+19,6.179366488676696,3.054000000068882,4.899495775744447,1.665428886532248,Iris-versicolor
+20,6.179704035469905,3.054000001161082,4.918287990624306,1.7664722500861627,Iris-virginica
+21,5.1089477161730255,3.054000005194336,4.899491306498843,1.665427475212957,Iris-setosa
+22,6.179665372236537,3.0540000093932673,4.927247827301042,1.8179637919509637,Iris-virginica
+23,5.1089477161730255,3.0540000057684877,4.899491303678713,1.6654274751782427,Iris-setosa
+24,5.1089477161730255,3.054000004381459,4.899491304547002,1.6654274751865743,Iris-setosa
+25,5.1089477161730255,3.054053286782123,1.510022773781468,0.26153082331792005,Iris-setosa
+26,6.179366488861528,3.054004735597185,4.899773656531073,1.6656224961286494,Iris-setosa
+27,6.182748427047783,3.054000005740051,4.997988929594577,2.1361741975883275,Iris-virginica
+28,6.179366488628322,3.0540001554429685,4.899504452869461,1.665433144390558,Iris-setosa
+29,5.1089477161730255,3.0540000003173087,4.89949130430958,1.665427475221754,Iris-versicolor
+30,6.185067005431982,3.0540025454029625,5.484379610548136,2.8744413455710474,Iris-virginica
+31,5.1089477161730255,3.0540000285427054,4.899491305513427,1.6654274751900706,Iris-setosa
+0,6.187078028390215,3.0540016826664718,5.502048728062018,2.9026154135842606,Iris-virginica
+1,6.179366488629327,3.054000000004685,4.899491954368697,1.6654275734433739,Iris-versicolor
+2,6.179367182075523,3.0540000937113576,4.902699752857784,1.6742404472691237,Iris-virginica
+3,5.1089477161730255,3.054000001553219,4.899491303678121,1.6654274751946943,Iris-setosa
+4,5.1089477161730255,3.054000000629118,4.899491298044581,1.665427475141841,Iris-versicolor
+5,6.191813647681671,3.054000000902997,5.036066982441369,2.0886676128941617,Iris-virginica
+6,5.1089477161730255,3.0540000117601087,4.89949131385398,1.6654274753519953,Iris-setosa
+7,6.1831732907781,3.0540274281851953,5.629254377598151,2.908646986520705,Iris-virginica
+8,6.179493019705052,3.0540108558865002,5.085582361878346,2.2193708253736606,Iris-virginica
+9,5.1089477161730255,3.0540000002675534,4.899491303429211,1.665427475208898,Iris-versicolor
+10,6.179972118325383,3.0540000039205237,4.9293607927679055,1.8286573418721317,Iris-virginica
+11,6.1793664889288324,3.0540000183056613,4.899524399943619,1.6654523040039015,Iris-versicolor
+12,6.182450241352601,3.054002955747634,5.385043009335035,2.7819450118440754,Iris-virginica
+13,5.1089477161730255,3.054000000142893,4.899491297411411,1.6654274751409017,Iris-versicolor
+14,6.179630400977407,3.0540000000184717,4.905818646639827,1.6769879613815186,Iris-virginica
+15,6.180300775210186,3.054000210614803,5.0533113425526945,2.2624737959499024,Iris-virginica
+16,6.179823185698131,3.0540000455620766,4.972791699385085,2.0302850438435605,Iris-virginica
+17,5.1089477161730255,3.0540000001132226,4.899491327282215,1.6654274760180232,Iris-versicolor
+18,5.1089477161730255,3.054000000192123,4.899491297326933,1.665427475139497,Iris-versicolor
+19,5.1089477161730255,3.0540000320799794,4.899491306104304,1.665427475195021,Iris-setosa
+20,6.1829438472340525,3.0540000000009786,4.917270845038876,1.6749173161855684,Iris-virginica
+21,5.108947716173028,3.0545131638248555,1.5100282404051422,0.26153120313532613,Iris-setosa
+22,5.108947716173209,3.054033569428515,1.5100358592685204,1.6654321554123892,Iris-setosa
+23,6.192540347533926,3.0540007744096935,5.5223343771898845,2.9251571528304043,Iris-virginica
+24,5.1089477161730255,3.0540000081293193,4.8994913221725325,1.6654274755438767,Iris-setosa
+25,5.1089477161730255,3.054000000137178,4.899491297169077,1.6654274751392701,Iris-versicolor
+26,6.179366500397461,3.0540000000003893,4.8995048210595,1.6654322384375566,Iris-versicolor
+27,5.108947716173034,3.057160735664788,1.510043812599071,0.2615326165048363,Iris-setosa
+28,5.1089477161730255,3.0540020049669456,1.5100224157622617,1.6654274763704355,Iris-setosa
+29,5.1089477161730255,3.0540000002576044,4.899491297862178,1.6654274751415437,Iris-versicolor
+30,5.108947716173026,3.05422002846889,1.5100247643241838,0.2615309392966532,Iris-setosa
+31,5.1089477161730255,3.054000000199088,4.899491297196099,1.6654274751392328,Iris-versicolor
+0,6.19367846916595,3.054000001425249,5.058160520741085,2.156420387265421,Iris-virginica
+1,6.179366552601649,3.054000152779316,4.900791950620875,1.6680712787243313,Iris-virginica
+2,5.1089477161730255,3.054000000060785,4.8994913252340355,1.6654274760909182,Iris-versicolor
+3,5.108947716173026,3.0756718190958705,1.5100379688481935,0.26153165818266827,Iris-setosa
+4,5.1089477161730255,3.054000002204843,4.899491301328589,1.6654274751639906,Iris-setosa
+5,6.179397302703705,3.0540000033169394,4.906144858327023,1.7006807666121406,Iris-virginica
+6,6.179372563909954,3.0540000062286867,4.902536531912147,1.6776003129909278,Iris-virginica
+7,5.1089477161730255,3.0559886023534952,1.5100268570086013,0.26153102521443505,Iris-setosa
+8,6.179368825736234,3.054000000985463,4.900583981265728,1.6689222078685788,Iris-virginica
+9,5.108947716173173,3.0540000001902725,4.899491749679782,1.6654275301130228,Iris-versicolor
+10,5.1089477161730255,3.0540000008044945,4.899491298806984,1.6654274751453324,Iris-versicolor
+11,6.1914161750498256,3.0540007463330294,5.490626528498464,2.905446977684057,Iris-virginica
+12,5.108947716173031,3.054000004382111,4.899491607166804,1.6654275028789776,Iris-versicolor
+13,6.179366489138918,3.0575135232232307,1.5126196147156372,0.262854590592536,Iris-setosa
+14,5.1089477161730255,3.0540000002025405,4.899491297601714,1.6654274751419287,Iris-versicolor
+15,6.182685234437706,3.0540000001892267,4.948917915163297,1.819985826898487,Iris-virginica
+16,5.1089477161730255,3.054000000946921,4.899491299916372,1.6654274751533134,Iris-versicolor
+17,5.1089477161730255,3.054000000266899,4.899491298007404,1.665427475143498,Iris-versicolor
+18,5.1089477161730255,3.054000002600468,4.899491300728141,1.6654274751536386,Iris-setosa
+19,6.221581367786992,3.0540000000901837,5.0954483849926175,1.9240959088462684,Iris-virginica
+20,5.1089477161730255,3.0540000085644365,4.899491304238611,1.6654274751868776,Iris-setosa
+21,6.179367707623239,3.0540003476532886,4.905323387381504,1.6815668981695573,Iris-virginica
+22,5.1089477161730255,3.0540000009315897,4.899491301343177,1.6654274751646536,Iris-setosa
+23,6.179366516979229,3.0540003633555024,4.900754459209317,1.6676742484680847,Iris-virginica
diff --git a/iris/lct_gan/4/21/test.csv b/iris/lct_gan/4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/train.csv b/iris/lct_gan/4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/21/val.csv b/iris/lct_gan/4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/synth.csv b/iris/lct_gan/4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ff063f6943efffb9d4a15673661c3f03d180b38
--- /dev/null
+++ b/iris/lct_gan/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000000928337,4.899491301199873,1.6654274751683256,Iris-setosa
+1,6.180336679555624,3.054000051539646,4.994918612195393,2.109450835049347,Iris-virginica
+2,6.179403685966791,3.05400000002727,4.901467633010309,1.669383811508688,Iris-virginica
+3,5.1089477161730255,3.0540001470660663,4.899491446398273,1.6654274822265889,Iris-setosa
+4,5.1089477161730255,3.0540000071705693,4.899491302502164,1.6654274751653166,Iris-setosa
+5,5.1089477161730255,3.0540082165332523,1.5100224059149014,1.6654274758520142,Iris-setosa
+6,5.1089477161730255,3.054000128376098,4.899491401732888,1.6654274784877392,Iris-setosa
+7,5.1089477161730255,3.0553849068648473,1.5100232066390802,0.26153083496665297,Iris-setosa
+8,5.1089477161730255,3.0540000003653724,4.899491335178262,1.665427476399883,Iris-versicolor
+9,6.179368748277079,3.0540235144729966,4.9420000676193006,1.7729872501324426,Iris-virginica
+10,6.179366489135025,3.0540120643593505,4.900310703765652,1.6661041827539678,Iris-setosa
+11,6.183005213933574,3.0540046531929836,5.470645696148618,2.8534200542429495,Iris-virginica
+12,6.204210821829751,3.054000040400962,5.318080846532497,2.719059774568412,Iris-virginica
+13,6.179405147585228,3.054000522368337,4.938158690841252,1.8213275337030472,Iris-virginica
+14,5.1089477161730255,3.0540000000849004,4.8994912982796395,1.6654274751520703,Iris-versicolor
+15,5.1089477161730255,3.054000016778461,4.899491307506416,1.6654274752215283,Iris-setosa
+16,6.17937249017107,3.0540000057287524,4.9027439672837225,1.6795454635499563,Iris-virginica
+17,5.1089477161730255,3.054000007917637,4.899491322642185,1.6654274755625458,Iris-setosa
+18,5.1089477161730255,3.0540020060973423,1.5100224089488656,1.665427475985573,Iris-setosa
+19,5.1089477161730255,3.054000007749804,4.899491314891936,1.6654274753798461,Iris-setosa
+20,5.108947716173105,3.0540007245790313,4.899495784614276,1.6654283664144007,Iris-setosa
+21,5.1089477161730255,3.0540001758834725,1.510022395283079,1.6654274753982667,Iris-setosa
+22,6.1793716650408825,3.0540520761601035,4.973911893540202,1.853506872156693,Iris-virginica
+23,6.186762493756033,3.0540000000050975,4.93938205394442,1.700422619080357,Iris-virginica
+24,6.179494757978089,3.054000035361759,4.926597590279147,1.7965194260451074,Iris-virginica
+25,6.205992274706033,3.0540000037547586,5.169057859817843,2.402664773617925,Iris-virginica
+26,6.179403435023372,3.0540236312591853,5.026573725783231,2.0504488841904775,Iris-virginica
+27,5.1089477161730255,3.054000000386515,4.899491313577629,1.6654274754774019,Iris-versicolor
+28,6.200205425233635,3.0540000077810117,5.171010828368695,2.4638299408908537,Iris-virginica
+29,5.1089477161730255,3.054000000196869,4.899491299104152,1.6654274751541367,Iris-versicolor
+30,6.179367929050781,3.0540000000107375,4.899744698914688,1.665707017785889,Iris-versicolor
+31,6.179366747983319,3.0540000006405075,4.899892919905175,1.666155484486173,Iris-versicolor
+0,6.179576267766523,3.054000157480611,4.967989265522472,1.976629848369365,Iris-virginica
+1,5.1089477161730255,3.0540000005620125,4.899491332566045,1.665427476160609,Iris-versicolor
+2,5.1089477161730255,3.054000040045748,4.899491305402374,1.665427475190088,Iris-setosa
+3,6.1815000731248455,3.054006261627048,5.389510203523988,2.752915554845587,Iris-virginica
+4,6.18451857866018,3.0540001934068837,5.197301312993445,2.589637426963635,Iris-virginica
+5,5.108947716173026,3.055269948214802,1.5100273197167224,0.26153110663026924,Iris-setosa
+6,6.180089872431827,3.0540000007335646,4.92628590724431,1.7969499916712848,Iris-virginica
+7,5.1089477161730255,3.0540000002132497,4.899491297234676,1.6654274751395879,Iris-versicolor
+8,5.1089477161730255,3.054000300234816,1.5100224103151738,1.6654274761078445,Iris-setosa
+9,6.179366488641221,3.0540096534987695,4.899608418808144,1.6654773814780761,Iris-setosa
+10,6.179484507536533,3.0540108277641442,5.096062933737963,2.2584096281200745,Iris-virginica
+11,5.1089477161730255,3.054000534796266,1.510022398828143,1.6654274755321299,Iris-setosa
+12,5.1089477161730255,3.0540001700288615,1.510022396041451,1.6654274754224252,Iris-setosa
+13,6.179372309469069,3.054000000020368,4.900090987407056,1.6662793703808871,Iris-virginica
+14,6.179378189312069,3.0541197553562647,5.036323072558993,0.4168578181343683,Iris-virginica
+15,6.1793975450603895,3.0540092485109054,4.997691354278664,1.9879515892585267,Iris-virginica
+16,6.181026531518454,3.0540994799167662,5.643335081740855,2.8704334519586077,Iris-virginica
+17,6.181282787154209,3.054077495097113,5.638954434905583,2.873653819742178,Iris-virginica
+18,5.1089477161730255,3.0540000002959244,4.89949129779109,1.6654274751407245,Iris-versicolor
+19,5.1089477161730255,3.054000000424452,4.8994912979167005,1.6654274751419975,Iris-versicolor
+20,5.1089477161730255,3.0540182626884977,1.5100224545874128,1.6654274788340733,Iris-setosa
+21,6.191286531914425,3.0540010763081944,5.543030250768721,2.939637688739306,Iris-virginica
+22,6.179377064632388,3.0540000278736446,4.908279071356817,1.7058137824180033,Iris-virginica
+23,5.1089477161730255,3.054000001079695,4.899491300906749,1.6654274751626525,Iris-setosa
+24,5.1089477161730255,3.0540000027668217,4.89949130247505,1.6654274751689933,Iris-setosa
+25,5.1089477161730255,3.0540054155588012,1.5100225627810864,1.6654274908947275,Iris-setosa
+26,6.181221254351905,3.0542034919231225,5.659930611850125,0.8022930008534694,Iris-virginica
+27,6.180099634935562,3.0540000008840598,4.9270995711839145,1.8011008416328134,Iris-virginica
+28,5.1089477161730255,3.0540012117749185,1.5100223986942154,1.66542747555364,Iris-setosa
+29,5.1089477161730255,3.054136724314205,1.510022886643139,0.26153082790952265,Iris-setosa
+30,6.183876294229475,3.0540165885770394,5.609695526131713,2.9143759941844385,Iris-virginica
+31,6.179366488673963,3.054000000000887,4.899492247940864,1.6654276288591798,Iris-versicolor
+0,5.1089477161730255,3.0540000000705594,4.899491333246849,1.6654274765592123,Iris-versicolor
+1,5.1089477161730255,3.054000003547199,4.899491301361227,1.6654274751571416,Iris-setosa
+2,6.182970660371527,3.0540000000075307,4.925743663685158,1.6942706803955419,Iris-virginica
+3,5.1089477161730255,3.054000018675504,4.899491407602568,1.665427479400707,Iris-setosa
+4,6.179381556481454,3.054000492907664,4.923580758394127,1.7592298222562535,Iris-virginica
+5,5.1089477161730255,3.054000001829243,4.899491301186533,1.6654274751578204,Iris-setosa
+6,6.182441648278694,3.0540027942987815,5.36329566045004,2.7517131241189414,Iris-virginica
+7,6.182994039556178,3.0540217075501266,5.598254216112028,2.883733899780049,Iris-virginica
+8,5.1089477161730255,3.0540003056616345,1.5100223962894577,1.665427475433945,Iris-setosa
+9,5.1089477161730255,3.0540000174631206,4.899491311016317,1.66542747526381,Iris-setosa
+10,5.108947716173026,3.054000000078607,4.8994913463907315,1.665427477282405,Iris-versicolor
+11,5.1089477161730255,3.054000012787067,4.899491302803909,1.6654274751702396,Iris-setosa
+12,6.185814509440006,3.0540046181750498,5.553828759084683,2.9119152761331835,Iris-virginica
+13,6.179366494032762,3.0540000001434637,4.89953361931898,1.665459061631147,Iris-versicolor
+14,5.1089477161730255,3.0540000022896936,4.899491299461566,1.6654274751484415,Iris-setosa
+15,6.197631918990182,3.054000030168848,5.244588610853715,2.6550308865000365,Iris-virginica
+16,5.1089477161730255,3.054000006901817,4.899491306532399,1.6654274752117104,Iris-setosa
+17,5.1089477161730255,3.054218353481728,1.5100227932826127,0.26153082213329937,Iris-setosa
+18,6.179368637461438,3.0540000003133607,4.900270946807878,1.6671929161845889,Iris-virginica
+19,5.1089477161730255,3.054041344348416,1.5100228236369058,0.26153082544059364,Iris-setosa
+20,5.1089477161730255,3.054000000346421,4.899491298979815,1.665427475149208,Iris-versicolor
+21,5.108947716173032,3.054004520006214,1.5100238309420175,1.66542781490284,Iris-setosa
+22,6.179889533346049,3.054000001432761,4.9256949854887795,1.8145137334841757,Iris-virginica
+23,6.193109531053358,3.054000485527363,5.474964259015152,2.891559148142713,Iris-virginica
+24,5.1089477161730255,3.0540979177303185,1.5100226315251113,0.2615308157809963,Iris-setosa
+25,5.1089477161730255,3.0540000137992447,4.8994913184876125,1.665427475444399,Iris-setosa
+26,6.180814052942335,3.0540000038888273,4.949429423155733,1.9249441722001204,Iris-virginica
+27,6.1793665036873895,3.0540035836846613,4.901372026989316,1.6680156452101804,Iris-setosa
+28,5.1089477161730255,3.0540008914182475,1.5100226180870786,1.6654275070277273,Iris-setosa
+29,6.17970137128932,3.054000000413752,4.9138537206995965,1.7248127223213578,Iris-virginica
+30,5.1089477161730255,3.05400051820049,1.5100225956408466,1.6654275070040736,Iris-setosa
+31,6.182336321335881,3.0540001221876687,5.112427049730882,2.4440166659491984,Iris-virginica
+0,5.1089477161730255,3.054000003193839,4.899491303343506,1.6654274751796163,Iris-setosa
+1,6.179366977288863,3.0540000000836454,4.89975040738471,1.6658582483472641,Iris-versicolor
+2,5.108947716173068,3.054000006874989,4.899492179049982,1.6654275889022998,Iris-versicolor
+3,6.186720590537979,3.0540000000136684,4.944505866771919,1.716847597552857,Iris-virginica
+4,5.1089477161730255,3.0540027269228447,1.510022435218528,1.665427477711052,Iris-setosa
+5,6.179366490407633,3.056786360199057,1.5144056626226972,0.2645054417489867,Iris-setosa
+6,6.179444934272769,3.0540000000039074,4.901455374545378,1.6678268416708653,Iris-virginica
+7,6.183432210332998,3.0540063562187827,5.543068621763098,2.8981009476104695,Iris-virginica
+8,6.180037396240001,3.0540764183555873,5.452503769941306,2.7186134438089775,Iris-virginica
+9,6.179366488652365,3.0540012932977167,4.899564078257289,1.6654644084482673,Iris-setosa
+10,6.179367385767522,3.054519516032616,4.983314037846959,0.3370826901454963,Iris-setosa
+11,5.108947716173026,3.079024511353304,1.5100355096232636,0.26153149746428467,Iris-setosa
+12,6.179366490911197,3.0545257588167027,1.5129994520156604,0.2638456235557998,Iris-setosa
+13,5.108947716173027,3.05411268015988,1.5100257288510892,0.26153103839225794,Iris-setosa
+14,5.1089477161730255,3.0540014324635822,1.5100226819238167,1.6654275169670667,Iris-setosa
+15,5.1089477161730255,3.054000000547782,4.899491301559922,1.6654274751783689,Iris-versicolor
+16,5.1089477161730255,3.0540000005274472,4.89949134627711,1.665427476886564,Iris-versicolor
+17,6.179366489981226,3.0540000051344958,4.899555910983456,1.6654863637877497,Iris-versicolor
+18,5.1089477161730255,3.0540006040134706,1.5100223970540245,1.6654274754730376,Iris-setosa
+19,5.1089477161730255,3.0540000018433116,4.899491299985557,1.6654274751521474,Iris-setosa
+20,6.179366489572376,3.0540000084645933,4.899537864442568,1.6654653948109779,Iris-versicolor
+21,6.181781287577493,3.0540000001676217,4.938405694737424,1.783852689598421,Iris-virginica
+22,5.1089477161730255,3.0540000013167576,4.89949130021327,1.6654274751539755,Iris-setosa
+23,6.199823223600197,3.054000078306679,5.3435922799056925,2.7816956930479275,Iris-virginica
diff --git a/iris/lct_gan/4/22/test.csv b/iris/lct_gan/4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/train.csv b/iris/lct_gan/4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/22/val.csv b/iris/lct_gan/4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/synth.csv b/iris/lct_gan/4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63fe596fc7295c9b341185b814878246e29fadad
--- /dev/null
+++ b/iris/lct_gan/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000001041525,4.899491299807929,1.6654274751699272,Iris-versicolor
+1,6.188767310779627,3.0540001542279933,5.285288129264062,2.7205803268913145,Iris-virginica
+2,6.180821080066128,3.054105130335167,5.594512969119176,2.8318912509097967,Iris-virginica
+3,6.180352209294411,3.0540461770543943,5.4841030092079635,2.765765182498786,Iris-virginica
+4,5.1089477161730255,3.0540001078886743,1.5100223976281661,1.665427475475758,Iris-setosa
+5,5.1089477161730255,3.0540000002033114,4.899491312631198,1.6654274754774738,Iris-versicolor
+6,6.179367433471316,3.0540000001088443,4.899852169777042,1.6660884005937466,Iris-versicolor
+7,6.179367265589332,3.05400273574277,4.913509621491015,1.6997297362534591,Iris-virginica
+8,6.180558945646758,3.054000000392187,4.92973505691849,1.785526664857227,Iris-virginica
+9,6.1793729659960945,3.0540000000079335,4.900104506376116,1.6661991701696144,Iris-virginica
+10,6.180121653576322,3.0540178549029404,5.322472674485427,2.6297043565295883,Iris-virginica
+11,6.179366570075728,3.0540000005996997,4.899707398427905,1.6657336876953848,Iris-versicolor
+12,5.1089477161730255,3.0540000077237144,4.899491302498961,1.665427475167203,Iris-setosa
+13,5.1089477161730255,3.0540000010527546,4.899491298547955,1.6654274751441696,Iris-versicolor
+14,6.180711727875955,3.054014211259688,5.394922865017685,2.727139561970024,Iris-virginica
+15,5.1089477161730255,3.0540000137712693,4.899491328928237,1.6654274757295826,Iris-setosa
+16,5.1089477161730255,3.0540011362724853,1.510022423668854,1.6654274769865491,Iris-setosa
+17,5.1089477161730255,3.0540000000865977,4.8994912969815045,1.6654274751395592,Iris-versicolor
+18,6.179375624438573,3.0540000034307395,4.902892143865146,1.680939211281259,Iris-virginica
+19,6.179366490062831,3.0540000000205474,4.89950483570985,1.6654332925082564,Iris-versicolor
+20,5.1089477161730255,3.0540000017411364,4.899491311040728,1.665427475313974,Iris-setosa
+21,6.18162867049246,3.0540002084753373,5.115845495105454,2.4268500541073483,Iris-virginica
+22,6.179366498050536,3.0540000063672084,4.899695491437018,1.6657521222130525,Iris-versicolor
+23,5.1089477161730255,3.0540013688962495,1.5100225380816419,1.6654274909856488,Iris-setosa
+24,6.181117956547188,3.0540108798905323,5.4551581722759455,2.807411653131286,Iris-virginica
+25,6.179366488638423,3.0540000017109024,4.89949641739954,1.6654292827184156,Iris-versicolor
+26,5.1089477161730255,3.0540040064377574,1.5100224351832516,1.6654274776557274,Iris-setosa
+27,6.180578682857942,3.0540000007319783,4.93395230184974,1.8261675862202993,Iris-virginica
+28,5.1089477161730255,3.054000002713462,4.899491365171869,1.6654274774180682,Iris-setosa
+29,5.1089477161730255,3.0540000000019996,4.899491300352044,1.6654274752060365,Iris-versicolor
+30,6.181013645219191,3.054000001907965,4.947893948658356,1.91057895145468,Iris-virginica
+31,5.1089477161730255,3.0540000015312927,4.899491304765557,1.6654274752115432,Iris-setosa
+0,5.1089477161730255,3.0540000003688363,4.899491297768335,1.665427475141195,Iris-versicolor
+1,6.179464374164546,3.054001051050742,4.979259588237845,1.9756350266988916,Iris-virginica
+2,6.185618951560978,3.054002211061168,5.505982930628942,2.8923702694690405,Iris-virginica
+3,5.108947716173026,3.054008959554584,1.5100230773574561,1.665427572123821,Iris-setosa
+4,6.180610125173675,3.054000051529028,5.014967225380972,2.1744737095493476,Iris-virginica
+5,6.191336112462395,3.054000219683722,5.339144396282358,2.76981295876622,Iris-virginica
+6,5.1089477161730255,3.0540000006841344,4.899491298324449,1.6654274751429095,Iris-versicolor
+7,6.193949072038566,3.0540001606457396,5.344156488607894,2.7766985634248114,Iris-virginica
+8,6.179527757943153,3.054000005337157,4.919827417284078,1.785860943104951,Iris-virginica
+9,6.179366537673357,3.0540000073593867,4.899919829452734,1.6662339496294407,Iris-virginica
+10,6.179369648201451,3.054880707731671,5.045334403035143,0.39438430179026773,Iris-setosa
+11,5.1089477161730255,3.0540000003677252,4.899491297757258,1.6654274751408884,Iris-versicolor
+12,5.1089477161730255,3.0540000429630645,4.899491316072187,1.665427475341505,Iris-setosa
+13,5.1089477161730255,3.054000000881941,4.899491299141068,1.6654274751464597,Iris-versicolor
+14,5.1089477161730255,3.054000001782103,4.899491306772387,1.6654274752404845,Iris-setosa
+15,5.108947716173026,3.0556832715655977,1.5100281510386049,0.2615311671414623,Iris-setosa
+16,5.1089477161730255,3.0540001967552204,1.5100224122311445,1.6654274762719739,Iris-setosa
+17,5.1089477161730255,3.054006316595543,1.5100224302731173,1.665427477345792,Iris-setosa
+18,5.1089477161730255,3.0540000031063332,4.899491301490728,1.665427475158894,Iris-setosa
+19,6.179371925908201,3.05400697486934,4.945816261868934,1.8054751832392344,Iris-virginica
+20,5.1089477161730255,3.054036470155772,1.5100224812844458,0.2615308107272514,Iris-setosa
+21,6.179390545001285,3.054000182388941,4.920220502670048,1.7545694374455842,Iris-virginica
+22,6.1824873099861755,3.0540106629667463,5.500967836661083,2.8393822993283786,Iris-virginica
+23,6.179374684035295,3.0540000049459404,4.902942115347261,1.6805872119405534,Iris-virginica
+24,6.179366503567328,3.054000083848789,4.900013630140251,1.6662816772795903,Iris-virginica
+25,6.17951575806281,3.0540000741299456,4.942275831000991,1.870917634754318,Iris-virginica
+26,5.1089477161730255,3.0540000000641054,4.899491299389441,1.6654274751686637,Iris-versicolor
+27,5.1089477161730255,3.0540000005325707,4.899491310473833,1.665427475359748,Iris-versicolor
+28,5.1089477161730255,3.0540000005994834,4.899491299439131,1.6654274751509062,Iris-versicolor
+29,6.179817855071131,3.054074432253024,5.395086854743329,2.66194676856687,Iris-virginica
+30,6.180954888407478,3.054099482381943,5.608670265168518,2.838382100807821,Iris-virginica
+31,6.179366488627078,3.054000000295539,4.8994928350643,1.6654278217049434,Iris-versicolor
+0,5.1089477161730255,3.0540000027850143,4.8994913011426595,1.665427475158378,Iris-setosa
+1,5.1089477161730255,3.0540000007201007,4.899491297897022,1.6654274751414033,Iris-versicolor
+2,5.1089477161730255,3.0540000007878665,4.899491357440487,1.6654274776056495,Iris-versicolor
+3,6.1793665833956775,3.054032755363549,4.911619733547954,1.6859331483996376,Iris-setosa
+4,6.179366982753613,3.054000025097015,4.901281136634397,1.6704075235525784,Iris-virginica
+5,5.108947716173027,3.0540112620110498,1.5100238483692885,1.6654277583015873,Iris-setosa
+6,5.108947716173026,3.054000000033501,4.899491335363957,1.6654274767463237,Iris-versicolor
+7,6.179366654768478,3.054000016728262,4.900304509214244,1.667322838851683,Iris-virginica
+8,5.1089477161730255,3.0540000422275795,4.899491336680999,1.6654274759457066,Iris-setosa
+9,6.179366489054426,3.0540000002957512,4.8995027053114315,1.6654330308469316,Iris-versicolor
+10,6.18526846178992,3.0540000018665743,5.001459684840069,2.086423691526407,Iris-virginica
+11,5.1089477161730255,3.0540004917948558,1.5100224100384576,1.6654274761115035,Iris-setosa
+12,5.1089477161730255,3.0540000114822536,4.899491302712382,1.6654274751660232,Iris-setosa
+13,5.108947716173027,3.054698192213585,1.5100275076437863,0.2615311508521197,Iris-setosa
+14,5.1089477161730255,3.0540001005795947,1.5100223921713432,1.6654274752932081,Iris-setosa
+15,6.180191632609307,3.0540008135055654,5.10876891070988,2.383494684791707,Iris-virginica
+16,6.1807326700730725,3.0540035116662754,5.286887654431243,2.648743208451804,Iris-virginica
+17,6.179366490260555,3.0540189451054647,4.9007706648534475,1.6666368468472395,Iris-setosa
+18,5.1089477161730255,3.054000043285656,4.899491310183428,1.6654274752515288,Iris-setosa
+19,6.179370180811121,3.0540000000000473,4.899628400724974,1.6654845572090458,Iris-versicolor
+20,5.108947716173026,3.0540000124777342,4.899491543265894,1.6654274916144316,Iris-setosa
+21,5.1089477161730255,3.054000007657968,4.899491303581072,1.6654274751725724,Iris-setosa
+22,6.179366489758813,3.0540002879690666,4.899685773155872,1.6656225416910713,Iris-setosa
+23,6.1793664886223505,3.0550895003765146,1.510065183825001,0.2615365759370104,Iris-setosa
+24,5.108947716173026,3.0598605419895595,1.5100295069075893,0.2615312112767614,Iris-setosa
+25,5.1089477161730255,3.054000001574937,4.899491299915359,1.6654274751490235,Iris-setosa
+26,5.1089477161730255,3.054000000374729,4.899491298933374,1.6654274751475184,Iris-versicolor
+27,6.181689415134441,3.054011591479285,5.4520128513391874,2.7979909941639622,Iris-virginica
+28,6.181330880968974,3.054000001182662,4.953672288354905,1.935969768715215,Iris-virginica
+29,6.1794038647576786,3.0540000010420765,4.904065164970975,1.6848447212504496,Iris-virginica
+30,5.1089477161730255,3.0540016242421304,1.5100226915350463,1.6654275166444532,Iris-setosa
+31,5.1089477161730255,3.0540000020899014,4.8994912993571775,1.6654274751484672,Iris-setosa
+0,5.1089477161730255,3.054000000296116,4.899491297636395,1.665427475141149,Iris-versicolor
+1,5.1089477161730255,3.054000006481345,4.899491304630891,1.6654274751895668,Iris-setosa
+2,6.180105230054665,3.0540000000292857,4.912016676513318,1.6913169316190249,Iris-virginica
+3,5.1089477161730255,3.054000000023361,4.899491299109748,1.6654274751710527,Iris-versicolor
+4,5.1089477161730255,3.054000000857771,4.899491299466655,1.6654274751489624,Iris-versicolor
+5,6.179487514173388,3.0541114700220917,5.243058598720026,0.623916171336887,Iris-virginica
+6,6.18264546842042,3.0540386399831987,5.634920777922985,2.897525050424729,Iris-virginica
+7,5.1089477161730255,3.0540000005551904,4.899491298975863,1.6654274751469975,Iris-versicolor
+8,5.1089477161730255,3.054000000153154,4.899491302271578,1.6654274752002696,Iris-versicolor
+9,5.1089477161730255,3.0540429451004196,1.510022615435605,0.2615308159007344,Iris-setosa
+10,6.190353193924848,3.0540016172650937,5.585599542210168,2.9651067313382047,Iris-virginica
+11,6.1799150066371205,3.0540000098414497,4.945451112080198,1.9224449026557842,Iris-virginica
+12,6.179366791390703,3.0540000000084926,4.899625053727676,1.6655550908905152,Iris-versicolor
+13,5.1089477161730255,3.0540000510064718,4.899491304154702,1.6654274751805032,Iris-setosa
+14,5.1089477161730255,3.0540002571661944,1.5100224066062822,1.6654274759260177,Iris-setosa
+15,5.1089477161730255,3.0540000200800406,4.899491304420258,1.6654274751847826,Iris-setosa
+16,5.1089477161730255,3.0540000000146117,4.8994913211656135,1.6654274759789962,Iris-versicolor
+17,5.1089477161730255,3.0540003832071636,4.899491616218931,1.665427493687033,Iris-setosa
+18,5.1089477161730255,3.0540000121172715,4.899491403204653,1.6654274795285116,Iris-setosa
+19,5.1089477161730255,3.054000001479,4.899491306385808,1.6654274752328522,Iris-setosa
+20,6.19166170738269,3.054000295980106,5.38230095904453,2.809520213603226,Iris-virginica
+21,6.179827646115612,3.054005655540168,5.21043690002301,2.520190709904858,Iris-virginica
+22,6.179649638289803,3.0540047075271044,5.108482954251131,2.317917472708731,Iris-virginica
+23,5.1089477161730255,3.054025041315283,1.5100224385908765,1.665427477733125,Iris-setosa
diff --git a/iris/lct_gan/4/23/test.csv b/iris/lct_gan/4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/train.csv b/iris/lct_gan/4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/23/val.csv b/iris/lct_gan/4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/synth.csv b/iris/lct_gan/4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06e4020fa63bad794b1f9ec868f627a2ea6c6fb5
--- /dev/null
+++ b/iris/lct_gan/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366521764198,3.0540000203683038,4.899997545998146,1.6664007289439895,Iris-virginica
+1,5.108947716173026,3.0541622417891188,1.510024364850345,0.2615309277197687,Iris-setosa
+2,6.183822775320019,3.0540000134799445,5.055203752969657,2.3460563562854695,Iris-virginica
+3,6.1793899038966105,3.0540000000033376,4.900549104956878,1.666738560525343,Iris-virginica
+4,6.1810399372157185,3.0540087513320238,5.417379652065998,2.7790281489769204,Iris-virginica
+5,5.1089477161730255,3.0540017939669344,1.5100225220904067,1.6654274864447325,Iris-setosa
+6,6.179380633016755,3.0540001657916664,4.915942930981504,1.7319194173131531,Iris-virginica
+7,6.179426158361836,3.0540000004734504,4.904270652792589,1.683007977189801,Iris-virginica
+8,6.181493199467475,3.0540000546582173,5.043211604062956,2.2752538899689996,Iris-virginica
+9,6.184541220927129,3.0540001602237816,5.233424327406866,2.669541595412324,Iris-virginica
+10,5.1089477161730255,3.054000010358325,4.899491308848614,1.6654274752515206,Iris-setosa
+11,5.1089477161730255,3.0540309604474114,1.5100224428979085,1.6654274778176537,Iris-setosa
+12,6.179366489921224,3.054000031176898,4.8996066397463665,1.6655645220951887,Iris-versicolor
+13,5.1089477161730255,3.0540027875940265,1.5100224952183672,1.665427482809827,Iris-setosa
+14,6.1793737929111,3.0540185807670808,4.968038486203167,1.8613797291336966,Iris-virginica
+15,6.180272604578976,3.054010247144209,5.322219586010127,2.663186680636822,Iris-virginica
+16,6.179371856671361,3.0540009297879696,4.918948509834518,1.7302464339004793,Iris-virginica
+17,6.179366514689367,3.054000021744897,4.899973542532814,1.6663646072088416,Iris-virginica
+18,5.1089477161730255,3.054000000571837,4.899491299572228,1.6654274751505205,Iris-versicolor
+19,5.1089477161730255,3.0540000030837473,4.8994913001009035,1.6654274751504698,Iris-setosa
+20,6.179368289932581,3.054032706484497,4.943023787114093,1.7710080277011864,Iris-virginica
+21,6.2160242804692265,3.0540000044689832,5.240470182489146,2.503171830934259,Iris-virginica
+22,5.1089477161730255,3.054000000433926,4.899491298991589,1.6654274751486695,Iris-versicolor
+23,5.1089477161730255,3.055591160075507,1.5100236399087814,0.261530855978153,Iris-setosa
+24,5.1089477161730255,3.0540000016309485,4.899491300681559,1.665427475155445,Iris-setosa
+25,5.1089477161730255,3.054000002464752,4.899491303215519,1.6654274751765497,Iris-setosa
+26,5.1089477161730255,3.054414451848462,1.510023035256046,0.26153082895600266,Iris-setosa
+27,5.1089477161730255,3.054000017824404,4.899491304072094,1.6654274751822304,Iris-setosa
+28,6.179366494676489,3.054000000006506,4.899504828712918,1.6654339620293275,Iris-versicolor
+29,6.179366488629332,3.0540000000026826,4.899491983252126,1.6654275703379093,Iris-versicolor
+30,6.192261509588575,3.0540012203404454,5.587883942100981,2.9663222126718516,Iris-virginica
+31,5.1089477161730255,3.054000000067687,4.899491297110055,1.665427475141388,Iris-versicolor
+0,6.179366499865216,3.0540000000272105,4.899527295711365,1.6654540637648274,Iris-versicolor
+1,5.1089477161730255,3.054000000234243,4.899491297790153,1.6654274751404976,Iris-versicolor
+2,5.1089477161730255,3.0540000002323544,4.899491301944862,1.6654274751904063,Iris-versicolor
+3,5.1089477161730255,3.054000116507594,4.899491372392709,1.6654274772755508,Iris-setosa
+4,5.1089477161730255,3.0540224886213396,1.510022414416458,1.6654274763865509,Iris-setosa
+5,5.1089477161730255,3.0540000056529895,4.899491301072318,1.6654274751560358,Iris-setosa
+6,5.1089477161730255,3.0540000087765877,4.899491302634114,1.6654274751665235,Iris-setosa
+7,5.1089477161730255,3.054000004036959,4.899491299898439,1.6654274751499623,Iris-setosa
+8,6.188487500270234,3.054001566036715,5.515059796962503,2.909671198158145,Iris-virginica
+9,5.1089477161730255,3.0540010472416466,1.5100224090041714,1.6654274760873853,Iris-setosa
+10,5.1089477161730334,3.071566456174903,1.510055733869809,0.26153345687192786,Iris-setosa
+11,5.1089477161730255,3.0540000027599388,4.899491301072571,1.665427475157651,Iris-setosa
+12,5.1089477161730255,3.0540000002595757,4.899491297507077,1.6654274751401132,Iris-versicolor
+13,6.179407827994277,3.05400000001217,4.901387509483874,1.6684919986871052,Iris-virginica
+14,5.1089477161730255,3.054000055080286,4.899491309893025,1.6654274752397433,Iris-setosa
+15,5.1089477161730255,3.054000000028338,4.8994913093678845,1.6654274754110232,Iris-versicolor
+16,6.179366488821769,3.0540002469513774,4.899578691288091,1.6654986960123632,Iris-setosa
+17,6.200751797071736,3.0540000056627448,5.156759405818804,2.4278367844014808,Iris-virginica
+18,6.180027269242618,3.0540053591879226,5.22536534299912,2.5480688423537163,Iris-virginica
+19,5.1089477161730255,3.0540000836497607,4.899491445877127,1.6654274808347154,Iris-setosa
+20,5.1089477161730255,3.054000012493381,4.8994913041936305,1.6654274751782225,Iris-setosa
+21,5.1089477161730255,3.0540216275812306,1.5100224554451984,1.6654274788573098,Iris-setosa
+22,5.108947716173291,3.0540000048829694,4.899492817260522,1.6654277440734615,Iris-versicolor
+23,6.179503274503973,3.0540010741486094,4.994161873151783,2.0222421635585475,Iris-virginica
+24,6.179366489680018,3.0540000732523316,4.8996196773241065,1.665566329846408,Iris-versicolor
+25,5.1089477161730255,3.054000001465144,4.899491301798005,1.665427475169606,Iris-setosa
+26,6.17974455772981,3.054000001144534,4.918046672651641,1.7565314657021167,Iris-virginica
+27,6.179976762057242,3.054000016032123,4.950341300206842,1.9240960654535524,Iris-virginica
+28,5.1089477161730255,3.054000000107289,4.899491301754174,1.6654274751949816,Iris-versicolor
+29,6.179826609149704,3.0542398681380414,5.499120826084274,0.7430917563820282,Iris-virginica
+30,5.1089477161730255,3.0540000006789425,4.899491303217468,1.6654274751967866,Iris-versicolor
+31,6.179371334649749,3.0544885639240436,5.056160926679464,0.4171721057270168,Iris-setosa
+0,5.1089477161730255,3.054000000233358,4.899491307595223,1.665427475284096,Iris-versicolor
+1,6.179366794962552,3.054121090186731,4.934482573233414,0.29215196026741375,Iris-setosa
+2,5.1089477161730255,3.054000008296837,4.8994913116006895,1.6654274752951328,Iris-setosa
+3,5.1089477161730255,3.0540000001820102,4.899491297256869,1.6654274751398033,Iris-versicolor
+4,6.180811190588754,3.054076909799945,5.5628400395334605,2.811066031901282,Iris-virginica
+5,6.182044950560779,3.05400000000952,4.922738167689979,1.696751936839565,Iris-virginica
+6,5.1089477161730255,3.05400000126265,4.899491299316163,1.6654274751475207,Iris-setosa
+7,5.1089477161730255,3.054000008042491,4.899491334375156,1.6654274759218173,Iris-setosa
+8,5.1089477161730255,3.0540000002680174,4.899491324249505,1.6654274758309358,Iris-versicolor
+9,6.179370979994557,3.054000076843957,4.907227506157724,1.696024894048842,Iris-virginica
+10,6.186453852125926,3.0540046545199027,5.5855308046009435,2.937441428188319,Iris-virginica
+11,6.179674947351757,3.05400054015671,5.010139208770966,2.101500848984967,Iris-virginica
+12,5.108947716173029,3.054000000101701,4.899491389351194,1.6654274806156049,Iris-versicolor
+13,5.108947716173027,3.0600365552259454,1.5100350084988299,0.26153167890468093,Iris-setosa
+14,6.180303262656015,3.0540000418987177,5.004808704729052,2.160014420028644,Iris-virginica
+15,5.1089477161730255,3.054000901195139,1.5100224406044371,1.665427478553373,Iris-setosa
+16,6.179366489173246,3.0540000021260543,4.899519865043562,1.6654499229595257,Iris-versicolor
+17,5.1089477161730255,3.0540023011621695,1.5100226182386114,1.6654275003044043,Iris-setosa
+18,5.1089477161730255,3.054000000082506,4.899491319984497,1.665427475826802,Iris-versicolor
+19,6.185360271138315,3.05400583027138,5.560923741046335,2.9113364556114742,Iris-virginica
+20,5.1089477161730255,3.0540000002117162,4.899491299297738,1.6654274751574496,Iris-versicolor
+21,6.179366489588148,3.054000000187909,4.89951214497639,1.665439808535184,Iris-versicolor
+22,5.1089477161730255,3.0540000030348207,4.899491321334563,1.6654274756296645,Iris-setosa
+23,6.179366488625963,3.054706023024457,1.510155143889061,0.2615611757167432,Iris-setosa
+24,6.187379850917172,3.0540000016763997,5.023601812224908,2.138693852180799,Iris-virginica
+25,6.17987510680513,3.0540744284169064,5.407633419494147,2.6755684701302487,Iris-virginica
+26,6.1820500509445715,3.0540000003925516,4.95100741779266,1.8680907166706142,Iris-virginica
+27,5.1089477161730255,3.054000000330649,4.899491310655311,1.6654274753728031,Iris-versicolor
+28,6.18835023139613,3.0540007628988852,5.444183117363949,2.86943586355945,Iris-virginica
+29,6.18354765124467,3.0540011406141563,5.33954426506731,2.746140410524653,Iris-virginica
+30,6.1795274041577315,3.054000021814853,4.926554097732554,1.802962419367259,Iris-virginica
+31,5.1089477161730255,3.0540000002605394,4.8994913010401016,1.6654274751804778,Iris-versicolor
+0,6.179372138877177,3.0540000002541046,4.900755289155603,1.6692556402738365,Iris-virginica
+1,5.1089477161730255,3.0540000010855324,4.899491302486485,1.6654274751782947,Iris-setosa
+2,5.108947716173223,3.054005197365481,4.899504784832098,1.66543008347579,Iris-setosa
+3,6.1896833657135755,3.054000006838487,5.098364055277891,2.3995871272725173,Iris-virginica
+4,6.17948782817606,3.0542015711100174,5.274469860136131,0.6289965785976971,Iris-virginica
+5,5.108947716173031,3.0540000000117646,4.899491355626333,1.665427478254317,Iris-versicolor
+6,5.1089477161730255,3.054000707588441,1.5100224044075923,1.6654274757958114,Iris-setosa
+7,6.179366488649387,3.0540000000008565,4.899492103577724,1.6654276021349177,Iris-versicolor
+8,6.184099678246374,3.054017068225336,5.615766697923961,2.9140342770907237,Iris-virginica
+9,6.179366555067486,3.0540000251506365,4.9001597853520265,1.6668408706569695,Iris-virginica
+10,5.1089477161730255,3.054000000080845,4.89949129812885,1.6654274751485763,Iris-versicolor
+11,5.108947716173165,3.0540000001511336,4.899491708657781,1.6654275206832891,Iris-versicolor
+12,6.192023971104676,3.054000011722418,5.1328902209885365,2.4597369051183398,Iris-virginica
+13,6.179872031245641,3.0540000012778847,4.923344241485825,1.7953136282618556,Iris-virginica
+14,6.1823696307828495,3.054000000008025,4.9247426488005095,1.6959264533202334,Iris-virginica
+15,6.1983007237433805,3.05400003026983,5.251907115113775,2.6509008392060673,Iris-virginica
+16,6.183850814794519,3.054005016567229,5.48278503809079,2.844215200112994,Iris-virginica
+17,6.179366565395065,3.054000000705692,4.899709718691559,1.6658015086667224,Iris-versicolor
+18,6.1805731971958675,3.054050912417324,5.508747293127391,2.773889341964201,Iris-virginica
+19,5.1089477161730255,3.05400000402538,4.899491304255141,1.6654274751933824,Iris-setosa
+20,6.1793664935476516,3.054942934333598,1.5144945257293965,0.26515711208412546,Iris-setosa
+21,6.179911818265431,3.0540283315342194,5.347143723048912,2.6474398182293983,Iris-virginica
+22,5.1089477161730255,3.0540000290180775,4.899491312576395,1.6654274752887195,Iris-setosa
+23,5.1089477161730255,3.0540000549623354,4.899491373853959,1.6654274773574573,Iris-setosa
diff --git a/iris/lct_gan/4/24/test.csv b/iris/lct_gan/4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/train.csv b/iris/lct_gan/4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/24/val.csv b/iris/lct_gan/4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/synth.csv b/iris/lct_gan/4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa00b043e8039a66ed08a42cc2d6da8dd8c77e30
--- /dev/null
+++ b/iris/lct_gan/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179377544957073,3.054000146615133,4.914295551506227,1.7242896800939713,Iris-virginica
+1,5.1089477161730255,3.0540002086081866,4.899491544574717,1.6654274890447,Iris-setosa
+2,5.1089477161730255,3.0540000000236978,4.899491314454219,1.6654274755894545,Iris-versicolor
+3,6.17937318991976,3.0540000000089877,4.900119571357079,1.6662836001539867,Iris-virginica
+4,6.179743600329401,3.0540000077475282,4.932540060403324,1.8508608876884514,Iris-virginica
+5,5.108947716173073,3.054000066652747,4.899492860298309,1.6654277671225608,Iris-setosa
+6,5.1089477161730255,3.054000002088698,4.899491302046767,1.66542747516926,Iris-setosa
+7,6.179367654600906,3.054000023648206,4.902252456560754,1.6747199689848138,Iris-virginica
+8,6.19149555579666,3.0540002019779995,5.341998357804184,2.783525805768894,Iris-virginica
+9,5.108947716173074,3.0540000102152938,4.8994922646588615,1.6654276048536156,Iris-versicolor
+10,5.1089477161730255,3.0540000000546614,4.899491296645601,1.6654274751390545,Iris-versicolor
+11,5.1089477161730255,3.0540000034890222,4.899491306097496,1.6654274752162626,Iris-setosa
+12,5.1089477161730255,3.054000000364217,4.899491302235914,1.6654274751843166,Iris-versicolor
+13,6.1824599617641836,3.0540007435247736,5.254001035785433,2.6600760423569163,Iris-virginica
+14,5.1089477161730255,3.054002565810045,1.5100224214608793,1.6654274767467356,Iris-setosa
+15,5.1089477161730255,3.054000444198407,1.5100224351858835,1.665427477850163,Iris-setosa
+16,5.1089477161730255,3.0540452172169705,1.5100227706085063,0.26153082442776254,Iris-setosa
+17,5.1089477161730255,3.054000010286266,4.899491321918593,1.6654274755432725,Iris-setosa
+18,5.1089477161730255,3.0540000034599033,4.899491301394535,1.665427475160378,Iris-setosa
+19,6.179366489031661,3.0540000000001917,4.899493738263193,1.6654279924844206,Iris-versicolor
+20,6.181134804737713,3.054000778696142,5.208179364830999,2.581341625914942,Iris-virginica
+21,5.1089477161730255,3.054000005822431,4.899491301777228,1.6654274751609708,Iris-setosa
+22,5.1089477161730255,3.0540000002298147,4.899491321056307,1.665427475732302,Iris-versicolor
+23,6.186376599167949,3.054000000000369,4.926572267048747,1.673428865093237,Iris-virginica
+24,5.1089477161730255,3.0540011000357197,1.5100223970735789,1.665427475470926,Iris-setosa
+25,6.181412460268286,3.05400115099388,5.234415169538076,2.6122589315197686,Iris-virginica
+26,6.179366488645114,3.054018524946857,4.899648779172239,1.6654966405353884,Iris-setosa
+27,5.1089477161730255,3.0540000090146218,4.899491312573405,1.6654274753170153,Iris-setosa
+28,6.179367908749201,3.0540083612916535,4.927571000997901,1.7396601107930576,Iris-virginica
+29,6.180656407195749,3.054000374945804,5.100671542800914,2.374103206981637,Iris-virginica
+30,5.1089477161730255,3.0540000001648244,4.8994912972836016,1.665427475139696,Iris-versicolor
+31,6.17936663077936,3.054000000028967,4.899588958484072,1.6655147790120162,Iris-versicolor
+0,6.1950257457497715,3.05400043815834,5.483923360914861,2.9013540985188264,Iris-virginica
+1,5.1089477161730255,3.0540000023168163,4.899491301049998,1.6654274751555256,Iris-setosa
+2,6.179366834323777,3.0540350351586234,4.920146459032675,1.7065599215094205,Iris-setosa
+3,6.180262458539905,3.054000025605578,4.9720708237138265,2.022082032610645,Iris-virginica
+4,5.1089477161730255,3.054000104919712,1.5100223932996326,1.6654274753198188,Iris-setosa
+5,6.179373108077537,3.0540000021016938,4.901873655162026,1.6746114646068815,Iris-virginica
+6,5.1089477161730255,3.054000018441145,4.899491316633911,1.6654274753892713,Iris-setosa
+7,6.179366488658608,3.054000000000552,4.899492084229292,1.6654275956808302,Iris-versicolor
+8,6.18106379100465,3.0540355054760364,5.5277142207275025,2.812388423807481,Iris-virginica
+9,5.1089477161730255,3.054000275741762,1.5100224054206226,1.6654274759085166,Iris-setosa
+10,5.1089477161730255,3.0540000035902306,4.8994913020683315,1.6654274751638245,Iris-setosa
+11,6.219746689513411,3.0540000005036916,5.143195409388521,2.1588542732686817,Iris-virginica
+12,6.179366488625172,3.0540063546611464,4.899535606361985,1.665441782836173,Iris-setosa
+13,6.180382656736388,3.0540000002620387,4.9263335833298925,1.7666076697097088,Iris-virginica
+14,5.1089477161730255,3.0540000034168426,4.8994913028259175,1.6654274751748435,Iris-setosa
+15,5.1089477161730255,3.054000004223134,4.899491301401897,1.665427475157207,Iris-setosa
+16,6.179785049117778,3.0540039422327094,5.141565067360146,2.405212721926375,Iris-virginica
+17,6.179371382542646,3.054000089693979,4.907864378836178,1.6976944484145264,Iris-virginica
+18,5.1089477161730255,3.054000000800304,4.899491300218368,1.6654274751572626,Iris-versicolor
+19,6.179389033975766,3.054000000072478,4.901307136406836,1.6693608917879739,Iris-virginica
+20,5.1089477161730255,3.0540000158349185,4.899491354371696,1.6654274767149746,Iris-setosa
+21,6.179380154128638,3.0540152700500713,4.969620745673562,1.8692927167272286,Iris-virginica
+22,6.199451121294869,3.0540002027987017,5.46814747926958,2.896249536298878,Iris-virginica
+23,5.1089477161730255,3.054000000115512,4.899491297825485,1.6654274751450302,Iris-versicolor
+24,5.1089477161730255,3.054000003201939,4.899491301507869,1.6654274751623823,Iris-setosa
+25,6.179669643413622,3.0540000001019396,4.909758753609172,1.697296959551793,Iris-virginica
+26,5.1089477161730255,3.05400000902756,4.899491307412668,1.6654274752218672,Iris-setosa
+27,5.108947716173033,3.0540000007232626,4.899491515442386,1.665427492109488,Iris-versicolor
+28,5.1089477161730255,3.054000000182987,4.899491297377448,1.6654274751395186,Iris-versicolor
+29,6.179371071489026,3.0540022702311154,4.931163363404763,1.7667327728284206,Iris-virginica
+30,5.1089477161730255,3.0540004129043763,1.5100223966103583,1.6654274754304579,Iris-setosa
+31,5.1089477161730255,3.0540000016096,4.899491299891227,1.6654274751508107,Iris-setosa
+0,5.1089477161730255,3.054000022192477,4.899491311479685,1.6654274752713116,Iris-setosa
+1,5.1089477161730255,3.05400000037018,4.899491299324027,1.6654274751527773,Iris-versicolor
+2,6.180092044796536,3.0540000956546387,5.0213265923568695,2.185508102173561,Iris-virginica
+3,5.1089477161730255,3.0540000002128402,4.899491297745317,1.6654274751415543,Iris-versicolor
+4,6.1869368511333,3.0540000042586364,5.038647919580124,2.22782756650789,Iris-virginica
+5,6.179374081714581,3.0540000241817777,4.905393244353178,1.68972364663198,Iris-virginica
+6,6.182131714602485,3.0540000003903214,4.954421517039283,1.895959478783646,Iris-virginica
+7,5.108947716173131,3.0540006850011387,4.899496447942221,1.665428553374263,Iris-setosa
+8,5.1089477161730255,3.0540000000261553,4.899491298688875,1.665427475162817,Iris-versicolor
+9,6.179366596164674,3.054000000515356,4.899724438122129,1.6657725733043967,Iris-versicolor
+10,6.179367322248278,3.0540000000001872,4.899566624193735,1.6654697308719677,Iris-versicolor
+11,6.179369398591454,3.054000031068024,4.902984754692657,1.676978210946763,Iris-virginica
+12,6.179374352011512,3.0542724475149923,5.041970825180887,0.41157669932560537,Iris-setosa
+13,5.1089477161730255,3.0540002320689816,1.5100223990143442,1.6654274755379521,Iris-setosa
+14,5.1089477161730255,3.054000016534758,4.899491317215554,1.6654274753876215,Iris-setosa
+15,6.179366488622944,3.054716694121728,1.5100806561041102,0.2615410723738424,Iris-setosa
+16,5.1089477161730255,3.054000048895514,4.8994913115917615,1.6654274752741258,Iris-setosa
+17,6.207706988076494,3.0540000000081764,5.007748125509215,1.7412955149828724,Iris-virginica
+18,6.185677744625975,3.054000036702091,5.117029267797051,2.4623093363655237,Iris-virginica
+19,6.182104321238183,3.054048849416331,5.655960739766916,2.9104780388853753,Iris-virginica
+20,5.108947716173027,3.0540000000005816,4.899491310600566,1.665427475575723,Iris-versicolor
+21,5.1089477161730255,3.0540000382572097,4.89949132000147,1.6654274754517169,Iris-setosa
+22,6.211309906298957,3.0540000001795558,5.07731535115069,1.9684004488090934,Iris-virginica
+23,6.179369539701341,3.054000002687154,4.901404561196392,1.6726068326437942,Iris-virginica
+24,6.179380297157809,3.0540000013389688,4.902302493508376,1.6763200468128026,Iris-virginica
+25,5.108947716173242,3.0540000017477444,4.899492325815789,1.665427652429892,Iris-versicolor
+26,6.180815317362737,3.0540000000247507,4.918009594552161,1.7010652146558283,Iris-virginica
+27,5.1089477161730255,3.0550307970659487,1.5100231241909898,0.2615308311143747,Iris-setosa
+28,6.187677242874604,3.054001441032745,5.474557236315994,2.8791116879948584,Iris-virginica
+29,6.179399827761771,3.0542518580547053,5.135376081106674,0.5136490773649326,Iris-virginica
+30,6.179409910117942,3.0540892142467833,5.101191164607758,0.49829807894683426,Iris-virginica
+31,5.108947716173059,3.054000000299573,4.8994916060762534,1.6654275051480005,Iris-versicolor
+0,6.184794872252504,3.0540000000116425,4.937338936069098,1.7117179520662522,Iris-virginica
+1,5.1089477161730255,3.054000000671747,4.899491299030739,1.6654274751456792,Iris-versicolor
+2,5.1089477161730255,3.0540000000465106,4.899491297646362,1.6654274751481548,Iris-versicolor
+3,6.179366519051244,3.054000000010812,4.899531322243062,1.6654530919741266,Iris-versicolor
+4,5.1089477161730255,3.054000000328374,4.899491309897668,1.6654274753668812,Iris-versicolor
+5,5.108947716173054,3.0540000002927297,4.899491599875909,1.665427505407634,Iris-versicolor
+6,5.1089477161730255,3.054000001123596,4.8994912998630955,1.6654274751509432,Iris-setosa
+7,6.179380118518067,3.054012151631019,4.977479201613789,1.9083415031879982,Iris-virginica
+8,5.108947716173151,3.0540000030888272,4.899492211080257,1.6654276249668585,Iris-versicolor
+9,5.1089477161730255,3.0540000056560306,4.899491303013027,1.665427475170852,Iris-setosa
+10,5.1089477161730255,3.054000147403065,1.5100224063871708,1.6654274759649998,Iris-setosa
+11,6.179368384516014,3.0540000007440273,4.900363228158243,1.66753238327209,Iris-virginica
+12,6.179772255543259,3.0540000398862026,4.963615953950629,1.9883770390467599,Iris-virginica
+13,5.1089477161730255,3.0540000027228147,4.899491301776594,1.6654274751641962,Iris-setosa
+14,6.179366488623357,3.0540071318341413,4.899518766438319,1.6654342371893165,Iris-setosa
+15,5.108947716173027,3.054453675581805,1.5100263754159937,0.26153109115988316,Iris-setosa
+16,6.179367213385962,3.05400034543374,4.905340360339995,1.681276977303704,Iris-virginica
+17,6.179369033148547,3.054000000033437,4.8999633697305205,1.6661875177108463,Iris-virginica
+18,5.1089477161730255,3.0542160831543166,1.5100230700431234,0.26153083442218605,Iris-setosa
+19,6.17991099258819,3.0540126231802347,5.263451956779957,2.5637844877091935,Iris-virginica
+20,5.1089477161730255,3.0540000452991727,4.899491409044836,1.6654274794947608,Iris-setosa
+21,5.1089477161730255,3.0540000008141033,4.899491304110537,1.6654274752137976,Iris-setosa
+22,5.1089477161730255,3.054000000229131,4.899491298046344,1.6654274751436866,Iris-versicolor
+23,5.1089477161730255,3.054000003025527,4.899491302472042,1.6654274751692404,Iris-setosa
diff --git a/iris/lct_gan/4/25/test.csv b/iris/lct_gan/4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/train.csv b/iris/lct_gan/4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/25/val.csv b/iris/lct_gan/4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/synth.csv b/iris/lct_gan/4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a20d528ff7b922f726626cc800601f6d448f6478
--- /dev/null
+++ b/iris/lct_gan/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.054000011082719,4.899491489899776,1.6654274879091602,Iris-setosa
+1,6.181994073609342,3.0540004697248,5.1942408384797165,2.573426902590679,Iris-virginica
+2,6.187166031841044,3.0540004552008613,5.371660637279051,2.8034136779801675,Iris-virginica
+3,6.179642740514412,3.054000000254778,4.910836866927602,1.7074166383939573,Iris-virginica
+4,6.183779876531031,3.0540000017732365,4.99088568060969,2.072793794181832,Iris-virginica
+5,6.1825698883423135,3.0540119717666414,5.523512721911612,2.8531863961752033,Iris-virginica
+6,6.179366625000297,3.0540000000598617,4.899619912621304,1.6655693312821027,Iris-versicolor
+7,5.1089477161730255,3.0540000018960187,4.899491301215945,1.6654274751625526,Iris-setosa
+8,6.193654900348741,3.054000237659381,5.393081657616036,2.823145882551133,Iris-virginica
+9,5.1089477161730255,3.054027800367182,1.5100227051471917,1.6654275022137621,Iris-setosa
+10,5.1089477161730255,3.054000007708997,4.899491349087142,1.6654274765653736,Iris-setosa
+11,6.179383758755395,3.054013237569793,4.979284345533597,1.9083714673816725,Iris-virginica
+12,6.188363420619462,3.054000364131176,5.364027260739187,2.79953388912605,Iris-virginica
+13,5.1089477161730255,3.054000213872334,1.5100223980753331,1.665427475490137,Iris-setosa
+14,6.180508180766769,3.0540000000207357,4.916176910564029,1.6996242318838113,Iris-virginica
+15,6.179482277469408,3.05400000072746,4.908537578421854,1.7071355381071107,Iris-virginica
+16,5.1089477161730255,3.0540000165595673,4.8994913048259585,1.6654274751829328,Iris-setosa
+17,5.1089477161730255,3.054001008232441,1.510022432431847,1.6654274775490447,Iris-setosa
+18,5.108947716173026,3.054002777028,1.5100230652277813,1.6654275929942057,Iris-setosa
+19,5.1089477161730255,3.054000002477128,4.899491345836516,1.6654274765366326,Iris-setosa
+20,6.19492347105454,3.054000267620744,5.43699513451762,2.8683869079711366,Iris-virginica
+21,6.179366490602095,3.0540000000394256,4.899509779833444,1.665437351969501,Iris-versicolor
+22,6.190274695108847,3.0540000855500464,5.235618052685803,2.65250481100892,Iris-virginica
+23,6.179374107523122,3.0541415928878797,5.012571477066775,0.386580578500462,Iris-virginica
+24,6.179366505160103,3.054000002340695,4.899613491566573,1.665568745941987,Iris-versicolor
+25,5.1089477161730255,3.0540000017482845,4.8994913007358525,1.6654274751598692,Iris-setosa
+26,5.1089477161730255,3.0540004791017195,1.5100224156312991,1.6654274763786805,Iris-setosa
+27,5.1089477161730255,3.054000000796069,4.899491299355668,1.665427475149272,Iris-versicolor
+28,6.182010817397384,3.0540000004618495,4.953466400705152,1.8945106786980355,Iris-virginica
+29,5.1089477161730255,3.054000031713677,4.899491307935976,1.6654274752176945,Iris-setosa
+30,5.1089477161730255,3.054000000102401,4.89949129861179,1.665427475154144,Iris-versicolor
+31,5.1089477161730334,3.054092688530174,1.5100282674753995,0.26153136805019805,Iris-setosa
+0,5.1089477161730255,3.054000291991389,1.5100223946309026,1.6654274753672709,Iris-setosa
+1,5.108947716173032,3.054000000072378,4.899491402784043,1.6654274810711394,Iris-versicolor
+2,6.179366488817074,3.054000045074827,4.8995532112580324,1.6654876021297707,Iris-versicolor
+3,6.1793802829963695,3.0540000109653493,4.905351677860409,1.69355428363748,Iris-virginica
+4,5.108947716173063,3.0540000000042697,4.8994913995711205,1.6654274814002894,Iris-versicolor
+5,6.186549387893535,3.0540047878741095,5.592553947256304,2.941584108469865,Iris-virginica
+6,6.179366488673456,3.0540122996556227,4.899709153050042,1.665538472446378,Iris-setosa
+7,6.17936648862359,3.066577754121885,1.5102630331158535,0.26157334122709935,Iris-setosa
+8,6.179367365968571,3.054000919564088,4.908279594299191,1.6894267208528189,Iris-virginica
+9,6.1793664896901985,3.0542196936576036,1.5115584280132621,0.2626086488648202,Iris-setosa
+10,6.18748820012889,3.054000001218378,5.016491184202641,2.1007752613369246,Iris-virginica
+11,6.179366923781773,3.05439371626355,4.952436137004752,0.30585882715505547,Iris-setosa
+12,5.1089477161730255,3.054000510115411,1.510022396103025,1.6654274754232423,Iris-setosa
+13,5.1089477161730255,3.054000002658103,4.89949137734565,1.6654274780669291,Iris-setosa
+14,5.108947716173079,3.05408202180985,1.5100341836371454,0.2615324045774815,Iris-setosa
+15,5.1089477161730255,3.054000000126206,4.899491297461209,1.6654274751425215,Iris-versicolor
+16,5.1089477161730255,3.0540000001019414,4.899491301340556,1.6654274751945606,Iris-versicolor
+17,5.1089477161730255,3.0540000001690553,4.8994912971587645,1.6654274751392386,Iris-versicolor
+18,5.1089477161730255,3.054001035889235,1.510022424504841,1.665427476877164,Iris-setosa
+19,5.1089477161730255,3.054001974737673,1.510022422251588,1.6654274768254347,Iris-setosa
+20,6.179420494336439,3.054000001396704,4.907081851463944,1.7056335731112298,Iris-virginica
+21,5.1089477161730255,3.054000024517745,4.899491307188684,1.6654274752151872,Iris-setosa
+22,6.184967180273498,3.0540000305800623,5.113883871819234,2.4922873636832734,Iris-virginica
+23,5.108947716173103,3.054000000007368,4.899491455607139,1.6654274868403038,Iris-versicolor
+24,5.1089477161730255,3.054000003052329,4.8994913035832095,1.6654274751831903,Iris-setosa
+25,6.181115014976697,3.0540000000576173,4.925441701594058,1.7288153891656934,Iris-virginica
+26,5.1089477161730255,3.054000000279,4.899491298585815,1.6654274751474052,Iris-versicolor
+27,5.1089477161730255,3.0540000021060036,4.899491300823234,1.6654274751585896,Iris-setosa
+28,5.1089477161730255,3.054000000579154,4.899491305949204,1.6654274752519826,Iris-versicolor
+29,6.186607392449621,3.0540000000598475,4.960032699652195,1.781190548478712,Iris-virginica
+30,6.18286903614386,3.0540012809834267,5.327808994209345,2.742176888976017,Iris-virginica
+31,6.179381176867747,3.0540000004717514,4.901806743551883,1.6729196246984168,Iris-virginica
+0,5.1089477161730255,3.0540000011632764,4.899491318299373,1.6654274755581344,Iris-versicolor
+1,5.108947716173028,3.0540008203973605,4.899492660164108,1.6654276218677477,Iris-setosa
+2,6.179428305835093,3.0540002855126347,4.949914970068776,1.8934832305100595,Iris-virginica
+3,5.1089477161730255,3.054000002582565,4.899491300074123,1.6654274751517864,Iris-setosa
+4,6.179387908692862,3.054000000000898,4.900217554801908,1.6660692113074775,Iris-virginica
+5,6.188174908426605,3.0540000055020733,5.06039075349479,2.287010189970081,Iris-virginica
+6,5.1089477161730255,3.0540000000686476,4.8994912989583765,1.665427475159186,Iris-versicolor
+7,5.10894771617331,3.0540000001297676,4.899491858877254,1.665427548455401,Iris-versicolor
+8,5.1089477161730255,3.054000003285281,4.899491300003063,1.665427475150137,Iris-setosa
+9,6.179373277414303,3.054000019569744,4.904682412067701,1.6869662752329848,Iris-virginica
+10,5.1089477161730255,3.0540000609366964,4.8994914032872146,1.6654274789369234,Iris-setosa
+11,6.179638355566507,3.0540000000146446,4.905538948683492,1.6751419244730223,Iris-virginica
+12,5.1089477161730255,3.0540000633859,4.8994914894631005,1.6654274851099837,Iris-setosa
+13,6.179366852019618,3.054000000807891,4.900026456738298,1.6665972126635669,Iris-virginica
+14,6.188948282986738,3.054002589586308,5.587868033396663,2.9522909308583527,Iris-virginica
+15,5.1089477161730255,3.054000007410418,4.899491303864118,1.6654274751772864,Iris-setosa
+16,5.1089477161730255,3.05400001885989,4.899491318139664,1.6654274754143648,Iris-setosa
+17,6.200258847235276,3.0540000002489474,5.048000686870648,1.9756672877993982,Iris-virginica
+18,5.1089477161730255,3.0540300396063214,1.510023216084474,0.26153085717821584,Iris-setosa
+19,6.209854493142868,3.0540000010502837,5.134505129572628,2.23897215845762,Iris-virginica
+20,5.1089477161730255,3.054000016378446,4.8994913080590505,1.6654274752308358,Iris-setosa
+21,5.1089477161730255,3.0540000063592707,4.899491306101268,1.665427475206865,Iris-setosa
+22,5.108947716173055,3.0540000053330263,4.899491955139115,1.6654275487211612,Iris-versicolor
+23,5.1089477161730255,3.054000003463746,4.899491302036782,1.6654274751679996,Iris-setosa
+24,5.1089477161730255,3.0540000002248324,4.899491298345,1.6654274751468505,Iris-versicolor
+25,5.1089477161730255,3.0540000003029193,4.899491297689719,1.6654274751405667,Iris-versicolor
+26,6.179487265607458,3.054000088178368,4.9471452452613836,1.8986018090819272,Iris-virginica
+27,6.181223120175932,3.054029550325282,5.524435676898923,2.830057066399446,Iris-virginica
+28,6.179366488622336,3.0598770697437008,1.5100999083147253,0.26154075457724646,Iris-setosa
+29,5.1089477161730255,3.054000000112782,4.899491297594849,1.665427475143051,Iris-versicolor
+30,5.1089477161730255,3.054000001132815,4.899491300496507,1.6654274751584326,Iris-setosa
+31,6.180847626097081,3.0540001564441397,5.087678808932293,2.37900757289019,Iris-virginica
+0,5.1089477161730255,3.0540000397806697,4.899491307151461,1.6654274752060534,Iris-setosa
+1,5.108947716173026,3.0540000007999253,4.899491386589965,1.6654274792419044,Iris-versicolor
+2,5.108947716173034,3.0540869903615464,1.5100276131246104,0.2615312907773216,Iris-setosa
+3,5.1089477161730255,3.0540569319110853,1.5100238386380829,0.2615309023681462,Iris-setosa
+4,6.181583276675826,3.054000016296616,5.0087016347140185,2.2023776822000682,Iris-virginica
+5,5.1089477161730255,3.05400283132203,1.510022502884276,1.6654274841356402,Iris-setosa
+6,5.1089477161730255,3.054000000243682,4.899491297871083,1.6654274751416103,Iris-versicolor
+7,6.180151787200815,3.0540000698593355,5.000694165992661,2.132775036488843,Iris-virginica
+8,5.1089477161730255,3.054000000053785,4.8994913022549635,1.665427475204509,Iris-versicolor
+9,6.179366938086188,3.0540029959612274,4.911153511270728,1.6932223773375785,Iris-virginica
+10,5.1089477161730255,3.0540000532559746,4.899491327131229,1.665427475579563,Iris-setosa
+11,6.1793664886252575,3.054000000005,4.899491800396656,1.6654275411383497,Iris-versicolor
+12,5.1089477161730255,3.0540000014477484,4.899491299788157,1.665427475150634,Iris-setosa
+13,6.180889780822288,3.054000000054169,4.923773029218545,1.7263286938812028,Iris-virginica
+14,6.1794596445054335,3.0540000000083865,4.902092243315443,1.6694294347994376,Iris-virginica
+15,6.182327647389265,3.0540000035605526,4.985822535350958,2.094975467180818,Iris-virginica
+16,5.1089477161730255,3.0540000000541583,4.899491301859093,1.665427475213239,Iris-versicolor
+17,6.179430392463185,3.054000000002167,4.900992099388458,1.666962558493004,Iris-virginica
+18,6.179366629655317,3.054000000003371,4.899550731373352,1.6654650317198958,Iris-versicolor
+19,5.1089477161730255,3.054069453293501,1.5100227225681613,0.26153081952297097,Iris-setosa
+20,5.1089477161730255,3.0540000008625436,4.89949129968351,1.6654274751517908,Iris-versicolor
+21,6.17936648862576,3.0540000079407306,4.899495535093062,1.6654290907315525,Iris-versicolor
+22,5.1089477161730255,3.0540000146553576,4.899491303472123,1.6654274751713292,Iris-setosa
+23,6.179367690321859,3.0540000000380836,4.899829280813102,1.6659446476988202,Iris-versicolor
diff --git a/iris/lct_gan/4/26/test.csv b/iris/lct_gan/4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/train.csv b/iris/lct_gan/4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/26/val.csv b/iris/lct_gan/4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/synth.csv b/iris/lct_gan/4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d1848532765d729029a5cc23a8ebc2d7b8f972f
--- /dev/null
+++ b/iris/lct_gan/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366592854746,3.0540000000185814,4.899577304756757,1.6655089129744574,Iris-versicolor
+1,6.193219364558155,3.0540000013842894,5.0558345981314545,2.1702458871077273,Iris-virginica
+2,5.1089477161730255,3.054000017309913,4.899491312791115,1.665427475291661,Iris-setosa
+3,5.1089477161730255,3.0540000008058765,4.899491301056072,1.6654274751656748,Iris-versicolor
+4,6.1822129170768045,3.0540000000818965,4.934826811580624,1.7519035573269697,Iris-virginica
+5,6.182527671742512,3.0540238860654156,5.583926826997649,2.8722085433204576,Iris-virginica
+6,6.193145239143042,3.0540000004107584,5.0264014440206655,2.00075781059284,Iris-virginica
+7,5.108947716173026,3.060388798634295,1.510031676623475,0.26153133057914973,Iris-setosa
+8,6.179366533574263,3.054028514362941,4.908858053767332,1.680366568590639,Iris-setosa
+9,5.108947716173029,3.054000000018236,4.899491358599198,1.6654274782678822,Iris-versicolor
+10,6.17936652526713,3.0540000000010408,4.899522964813917,1.6654438833705598,Iris-versicolor
+11,5.1089477161730255,3.054000005521427,4.899491316223953,1.6654274754016374,Iris-setosa
+12,6.182073393004466,3.054004866287727,5.452009149313654,2.829090277432811,Iris-virginica
+13,6.179787087188474,3.0540000192480155,4.944496655482037,1.8963544945563526,Iris-virginica
+14,6.195823845049108,3.0540000106518455,5.157588609510857,2.4726891627449943,Iris-virginica
+15,5.1089477161730255,3.054003958364447,1.5100224174211176,1.6654274763852575,Iris-setosa
+16,6.179366489161418,3.0540000000506686,4.899502968723835,1.6654325387329478,Iris-versicolor
+17,5.1089477161730255,3.05400000005854,4.89949132877615,1.6654274762956938,Iris-versicolor
+18,5.108947716173026,3.0546325352926873,1.5100263530323503,0.2615310416476425,Iris-setosa
+19,5.1089477161730255,3.0540000175121516,4.899491303895351,1.6654274751749478,Iris-setosa
+20,6.179375124640548,3.0540011846337007,4.928926198733316,1.7716747636369576,Iris-virginica
+21,5.1089477161730255,3.0540000010602184,4.899491299637901,1.6654274751494298,Iris-setosa
+22,5.1089477161730255,3.054000001359484,4.899491305014297,1.6654274752178042,Iris-setosa
+23,5.1089477161730255,3.054002931945627,1.5100224022538653,1.6654274757152046,Iris-setosa
+24,6.187278554363411,3.054000001001026,5.009048336909304,2.068663642483007,Iris-virginica
+25,6.179366513587821,3.054000000188801,4.8995695870819445,1.665516863661686,Iris-versicolor
+26,5.1089477161730255,3.0540010168914145,1.510022440859386,1.6654274784520604,Iris-setosa
+27,6.1794523465223365,3.05400000185767,4.909306516327473,1.7201970684661847,Iris-virginica
+28,6.179367919683977,3.0541683621444653,4.9696961744438,0.3300954335704301,Iris-setosa
+29,6.179983743515842,3.0540000000002134,4.903694379676943,1.6673004719465248,Iris-virginica
+30,6.179366557855658,3.0540000000187835,4.899569408242639,1.6654977011521017,Iris-versicolor
+31,6.182629263899967,3.0540004187564693,5.20461006191595,2.5873335250061036,Iris-virginica
+0,5.1089477161730255,3.054013083884558,1.5100224550302086,1.66542747901924,Iris-setosa
+1,6.179372954491968,3.0540008445528626,4.923047932487767,1.7512913729284625,Iris-virginica
+2,6.1793681966272525,3.054000099295818,4.9046882257955104,1.6828708218355237,Iris-virginica
+3,5.1089477161730255,3.0540000127500244,4.899491324838044,1.665427475661933,Iris-setosa
+4,5.1089477161730255,3.054000000318343,4.899491305216647,1.6654274752582938,Iris-versicolor
+5,6.180245969570614,3.0540000513565366,4.992462924836035,2.0941701664252133,Iris-virginica
+6,6.179366490044688,3.0540376437529706,4.900805505595963,1.6665623344065672,Iris-setosa
+7,5.1089477161730255,3.0549891899089108,1.510022905618495,0.2615308237600402,Iris-setosa
+8,5.1089477161730255,3.0540000001084295,4.899491296838913,1.6654274751381617,Iris-versicolor
+9,6.1850012834582175,3.0540000000067375,4.935383988310338,1.704269337696334,Iris-virginica
+10,6.193707206864742,3.0540000064928394,5.116902948682575,2.3893443844689854,Iris-virginica
+11,5.1089477161730255,3.0540000029764287,4.899491302201714,1.6654274751674805,Iris-setosa
+12,6.193225414673393,3.0540001884573074,5.35655362159834,2.7946769752245526,Iris-virginica
+13,5.1089477161730255,3.054000000150653,4.899491326750987,1.6654274759325727,Iris-versicolor
+14,5.108947716173026,3.054005408581077,1.5100231124044394,1.6654275892990047,Iris-setosa
+15,5.1089477161730255,3.084302195743973,1.510032002890873,0.2615312558925141,Iris-setosa
+16,6.1793715268769835,3.0540016116666617,4.924054555128155,1.744690212774762,Iris-virginica
+17,6.179366488925874,3.0540914362831377,1.510491812219334,0.2617860958289312,Iris-setosa
+18,6.180013869471372,3.0540054533512384,5.242505471080738,2.581071008528169,Iris-virginica
+19,5.1089477161730255,3.0540000006345,4.899491308111117,1.6654274752866167,Iris-versicolor
+20,6.182691667652544,3.0540012360096678,5.326476365072155,2.738502986497947,Iris-virginica
+21,6.17936695662329,3.054000002484557,4.900277012284758,1.6672777995755965,Iris-virginica
+22,5.1089477161730255,3.054000000623281,4.899491301106546,1.6654274751720446,Iris-versicolor
+23,5.1089477161730255,3.054000000574155,4.899491298028587,1.6654274751424796,Iris-versicolor
+24,5.1089477161730255,3.054000005356718,4.899491302807867,1.665427475170222,Iris-setosa
+25,5.1089477161730255,3.054000094765547,4.899491355089282,1.6654274763698322,Iris-setosa
+26,5.1089477161730255,3.0540000003526733,4.899491298381458,1.6654274751451825,Iris-versicolor
+27,5.108947716173028,3.054000006978566,4.899491555613983,1.665427494308023,Iris-setosa
+28,5.1089477161730255,3.0540002925005783,1.5100223978156504,1.665427475483942,Iris-setosa
+29,5.1089477161730255,3.054000000165333,4.899491304686565,1.6654274752535188,Iris-versicolor
+30,6.181593690605745,3.0540000197797434,5.0101550924615985,2.193520548443048,Iris-virginica
+31,6.180803926685704,3.0540002335530207,5.110393362015195,2.4336545883952487,Iris-virginica
+0,5.1089477161730255,3.0540000001744807,4.899491297876735,1.6654274751437788,Iris-versicolor
+1,6.179369473950393,3.0541225513575196,4.9822212962122645,0.3501134205349943,Iris-setosa
+2,5.108947716173026,3.054000003626508,4.899491427813187,1.6654274811474288,Iris-setosa
+3,6.18944962964135,3.054000259618573,5.36641971975367,2.8146462832235124,Iris-virginica
+4,5.1089477161730255,3.0540480221199044,1.510023644694517,0.2615308852186168,Iris-setosa
+5,6.211917369102472,3.05400000005559,5.052551151620412,1.8600396145031906,Iris-virginica
+6,5.1089477161730255,3.0540017353533417,1.5100223986415182,1.6654274755582863,Iris-setosa
+7,6.1852922348804364,3.054000000710511,4.987413806001747,1.9810145391071377,Iris-virginica
+8,6.179366489276195,3.0540213268280625,4.900478640914769,1.666194712367745,Iris-setosa
+9,6.179779230945121,3.054000000654686,4.918687416979687,1.7563310605810092,Iris-virginica
+10,6.179366733182445,3.0540000000492533,4.8996594876069555,1.6656258347645,Iris-versicolor
+11,6.179366491864341,3.054000000030295,4.899511022346771,1.665437555169937,Iris-versicolor
+12,6.179366490646489,3.054000351062977,4.89974520544183,1.6656904054082449,Iris-setosa
+13,5.1089477161730255,3.054000000053133,4.89949129915144,1.6654274751651734,Iris-versicolor
+14,5.1089477161730255,3.054000006363954,4.899491301164085,1.665427475158164,Iris-setosa
+15,5.1089477161730255,3.0540000009732267,4.899491307360819,1.6654274752671068,Iris-versicolor
+16,6.188717182249337,3.054001303572989,5.513420800198759,2.9182642398318928,Iris-virginica
+17,5.1089477161730255,3.054000096192183,1.510022392232968,1.6654274752932074,Iris-setosa
+18,5.1089477161730255,3.054000001847155,4.8994913012989,1.665427475161952,Iris-setosa
+19,6.179366488624701,3.0540001752004344,4.8994995539411885,1.6654303503138663,Iris-setosa
+20,6.1870690403646735,3.054003861410906,5.582927130021583,2.934805936408106,Iris-virginica
+21,6.1812405491161675,3.054000379658313,5.152418355648525,2.5059031663722875,Iris-virginica
+22,5.108947716173045,3.0540000082125416,4.899491931894843,1.6654275412964081,Iris-versicolor
+23,5.108947716173107,3.054000200286593,4.89949442041877,1.6654280867579105,Iris-setosa
+24,5.1089477161730255,3.054000004299034,4.899491302872428,1.6654274751702447,Iris-setosa
+25,5.1089477161730255,3.054000000099241,4.899491299228776,1.6654274751618638,Iris-versicolor
+26,6.187930639381228,3.0540000414837882,5.169300567613439,2.5734702306059223,Iris-virginica
+27,5.1089477161730255,3.0540000052553746,4.899491301885236,1.6654274751636948,Iris-setosa
+28,6.179366490354659,3.0541507466183884,1.5113126082689086,0.26245091262428666,Iris-setosa
+29,6.179366712011924,3.0540000043942306,4.900147229507589,1.667118034146648,Iris-virginica
+30,5.1089477161730255,3.054000024207989,4.899491316622655,1.6654274753839375,Iris-setosa
+31,5.1089477161730255,3.0540000005272705,4.899491298234588,1.6654274751437157,Iris-versicolor
+0,5.1089477161730255,3.0540002899957774,1.5100223947844162,1.6654274753682308,Iris-setosa
+1,6.19724789074901,3.0540000003436947,5.040374426724461,1.980105616531945,Iris-virginica
+2,6.179523260575211,3.054031292042019,5.179458375375306,2.394383798058785,Iris-virginica
+3,5.1089477161730255,3.0540000000701095,4.899491300602547,1.6654274751818279,Iris-versicolor
+4,5.1089477161730255,3.0540000045461184,4.899491426897015,1.665427481925108,Iris-setosa
+5,6.179420015837763,3.0540000606202216,4.922056702644424,1.7719685197499435,Iris-virginica
+6,6.179366488622931,3.0540042631467177,4.899510998954455,1.6654325836963673,Iris-setosa
+7,6.179375362440382,3.0540505772978905,5.013172118202685,0.40448522185448627,Iris-virginica
+8,5.1089477161730255,3.0540000096629054,4.8994913096020385,1.6654274752560312,Iris-setosa
+9,5.1089477161730255,3.054000000118212,4.899491297558888,1.6654274751431182,Iris-versicolor
+10,6.183866273682539,3.0540134589860815,5.584825768846367,2.892738505396181,Iris-virginica
+11,5.1089477161730255,3.0540000058976746,4.899491303196864,1.665427475173151,Iris-setosa
+12,5.1089477161730255,3.0540000011100106,4.899491306004485,1.6654274752449378,Iris-setosa
+13,5.1089477161730255,3.0540029629383887,1.5100226376172796,1.6654275064822304,Iris-setosa
+14,5.108947716173042,3.054002258776807,4.899494921080658,1.6654280115563167,Iris-setosa
+15,5.1089477161730255,3.05400005127579,4.8994913090424035,1.6654274752316574,Iris-setosa
+16,5.108947716173552,3.0540000001719405,4.89949201937595,1.6654275863644301,Iris-versicolor
+17,5.1089477161730255,3.054704832746437,1.5100230688703695,0.2615308306844109,Iris-setosa
+18,5.1089477161730255,3.0540011230581223,1.5100224480097395,1.6654274791723735,Iris-setosa
+19,6.1809986877768255,3.0540038306995645,5.282212696566084,2.6277009317476487,Iris-virginica
+20,5.1089477161730255,3.0540000144297696,4.899491309627626,1.6654274752577063,Iris-setosa
+21,6.179501297970175,3.054000001513043,4.9116534090044555,1.7339503854011684,Iris-virginica
+22,5.1089477161730255,3.0540000005151593,4.8994913009105066,1.6654274751668339,Iris-versicolor
+23,6.179366489922702,3.0540000000321488,4.899504508405219,1.6654336505639742,Iris-versicolor
diff --git a/iris/lct_gan/4/27/test.csv b/iris/lct_gan/4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/train.csv b/iris/lct_gan/4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/27/val.csv b/iris/lct_gan/4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/synth.csv b/iris/lct_gan/4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad5eb54c58246dff92ccd08eb4a08a8bb2a6ea4f
--- /dev/null
+++ b/iris/lct_gan/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1842238426043386,3.054000009711296,5.036459134504179,2.262822560371397,Iris-virginica
+1,6.190982386388624,3.0540000000065244,4.9535753790817845,1.7079574522854275,Iris-virginica
+2,5.1089477161730255,3.054000962607309,1.510022406223157,1.6654274758652763,Iris-setosa
+3,6.17936649416751,3.05400000012082,4.899541167360573,1.6654699582380117,Iris-versicolor
+4,5.1089477161730255,3.0540003644438434,1.5100223938142745,1.6654274753425307,Iris-setosa
+5,5.1089477161730255,3.0540000027856835,4.899491308710148,1.6654274752675526,Iris-setosa
+6,6.179381585189686,3.0541492628459515,5.073530267673063,0.4556785666183012,Iris-virginica
+7,6.181864580018735,3.0540554579993566,5.63292278473727,2.8827468562713485,Iris-virginica
+8,6.179388813001492,3.0543898047068088,5.158372063171154,0.5243920378156233,Iris-virginica
+9,6.179525211651099,3.054000000763159,4.9091987331360265,1.7065014613153595,Iris-virginica
+10,6.179366488627608,3.0540000005419157,4.899493676692717,1.6654281044738866,Iris-versicolor
+11,6.1802484751430855,3.0540000000090113,4.910624255286373,1.682401238157065,Iris-virginica
+12,5.108947716173027,3.0540000008486254,4.899491415832512,1.665427481501068,Iris-versicolor
+13,5.108947716173154,3.054000001822636,4.899492112934859,1.6654275912143364,Iris-versicolor
+14,5.1089477161730255,3.054017772663818,1.5100224418468686,1.6654274780073126,Iris-setosa
+15,5.10894771617303,3.0540000010049937,4.899491512251982,1.6654274895379362,Iris-versicolor
+16,6.180638447964097,3.0540000000647542,4.922133893316172,1.7277299375549016,Iris-virginica
+17,6.181367398482925,3.0540000245544365,5.016671670454225,2.215318611899846,Iris-virginica
+18,5.1089477161730255,3.054000858576013,1.510022412931621,1.6654274762956647,Iris-setosa
+19,5.1089477161730255,3.054000000080452,4.8994912967383835,1.6654274751383071,Iris-versicolor
+20,5.1089477161730255,3.0540014136741735,1.510022398345726,1.6654274755307814,Iris-setosa
+21,6.179366489911766,3.054000117974081,4.899626236039608,1.66556573434874,Iris-versicolor
+22,5.1089477161730255,3.0540000003463623,4.899491297889126,1.6654274751426745,Iris-versicolor
+23,5.1089477161730255,3.054000016834785,4.899491306340297,1.6654274751983165,Iris-setosa
+24,6.179366488623452,3.0541644754281556,1.5100640486161632,0.2615390012029872,Iris-setosa
+25,6.194660368428494,3.0540000900902116,5.299689208697499,2.7234067751531663,Iris-virginica
+26,6.1793664886357185,3.054002200878949,4.899556928978188,1.6654567069683694,Iris-setosa
+27,5.108947716173035,3.054073113603426,1.510028083256738,0.2615313881348116,Iris-setosa
+28,6.193923754697616,3.054000096115527,5.291024993142455,2.721216883298396,Iris-virginica
+29,6.2064704387803395,3.054000001469891,5.123503059879715,2.2492564543938434,Iris-virginica
+30,5.108947716173026,3.0540000002810523,4.8994913649068055,1.6654274784209764,Iris-versicolor
+31,5.1089477161730255,3.0540000028214305,4.899491302883061,1.6654274751765383,Iris-setosa
+0,5.1089477161730255,3.0540014341899333,1.5100224009129048,1.66542747559315,Iris-setosa
+1,5.1089477161730255,3.0540000011162567,4.89949129881866,1.6654274751454654,Iris-setosa
+2,6.179366488634027,3.054000000001717,4.899492064907578,1.6654275842034885,Iris-versicolor
+3,6.179366577347486,3.054080479401417,4.915221050072738,0.273130407150688,Iris-setosa
+4,5.108947716173074,3.054000662164843,4.8994956268806495,1.6654283263397813,Iris-setosa
+5,5.1089477161730255,3.0540000004279784,4.899491299609814,1.6654274751566323,Iris-versicolor
+6,6.179366751629868,3.054000111226202,4.902171845853699,1.672325924037738,Iris-virginica
+7,6.184706426441902,3.0540049270131493,5.521999644043367,2.8765856125037415,Iris-virginica
+8,5.108947716173034,3.0540000000006153,4.899491329019831,1.6654274765238364,Iris-versicolor
+9,6.179366496075142,3.054001987195032,4.900523850025566,1.6666811423406847,Iris-setosa
+10,6.179449646164722,3.0540158733376863,5.064182753256606,2.1448453862967973,Iris-virginica
+11,5.1089477161730255,3.0540001733251683,1.5100224012708792,1.665427475648001,Iris-setosa
+12,6.179366489042533,3.0540000015796,4.899511696484235,1.6654399906000732,Iris-versicolor
+13,6.184342608011806,3.054006065459958,5.541371843384614,2.8831056957614485,Iris-virginica
+14,6.208337195632203,3.054000004769255,5.186234207716841,2.436151848146107,Iris-virginica
+15,5.1089477161730255,3.0540000755032626,4.899491350080203,1.6654274762184729,Iris-setosa
+16,5.1089477161730255,3.054000018329769,4.899491321593738,1.6654274755104133,Iris-setosa
+17,5.108947716173153,3.0540000000156904,4.8994915149016185,1.6654274945051881,Iris-versicolor
+18,5.1089477161730255,3.0540000002311345,4.899491297233083,1.6654274751392355,Iris-versicolor
+19,6.180151100131379,3.0540000000532994,4.9141611232674105,1.7008685876854475,Iris-virginica
+20,5.1089477161730255,3.0540001218855526,4.899491515348922,1.665427485783502,Iris-setosa
+21,6.191296839001736,3.0540000217416208,5.146742174972452,2.487264341655867,Iris-virginica
+22,5.1089477161730255,3.0540000000010985,4.899491301724373,1.665427475259529,Iris-versicolor
+23,5.1089477161730255,3.0540000000153746,4.8994912975481775,1.6654274751519063,Iris-versicolor
+24,5.1089477161730255,3.054000000744737,4.899491298741066,1.6654274751451694,Iris-versicolor
+25,5.1089477161730255,3.0540000021073017,4.8994913008335095,1.6654274751556406,Iris-setosa
+26,6.179367593255239,3.0540000009906665,4.90023443430106,1.667496233294613,Iris-virginica
+27,5.1089477161730255,3.054000000624496,4.899491299005253,1.665427475148881,Iris-versicolor
+28,6.186959720680449,3.054001531402982,5.481099415816278,2.884789850493715,Iris-virginica
+29,5.108947716173648,3.0540082030353073,4.899516950912498,1.6654334222735387,Iris-setosa
+30,5.1089477161730255,3.054000000907472,4.899491300149269,1.665427475153374,Iris-versicolor
+31,5.1089477161730255,3.054000077286249,1.5100223888806161,1.6654274752053733,Iris-setosa
+0,6.179366501549034,3.054000015715227,4.899682954218494,1.6656989657143062,Iris-versicolor
+1,5.108947716173026,3.0540000000464578,4.899491335190139,1.6654274764600339,Iris-versicolor
+2,6.180656468721754,3.0540088866612805,5.3272908106894485,2.671798201970083,Iris-virginica
+3,6.179366623677269,3.0540000000447582,4.899614542287951,1.6655760748646522,Iris-versicolor
+4,6.17936654578493,3.0540000397412332,4.900328494310151,1.6672355133658403,Iris-virginica
+5,6.183286868828754,3.054000834895752,5.3055272029085305,2.7125380208330094,Iris-virginica
+6,6.179366488967024,3.0540077047331042,4.899921001383008,1.665720543669488,Iris-setosa
+7,6.187099259567831,3.0540000086095263,5.067983757945394,2.3261884776041217,Iris-virginica
+8,5.1089477161730255,3.0540000003827674,4.899491297954091,1.6654274751417346,Iris-versicolor
+9,5.1089477161730255,3.054000000043683,4.899491306189298,1.6654274753231768,Iris-versicolor
+10,5.1089477161730255,3.0540000012033617,4.8994912994414115,1.665427475149593,Iris-setosa
+11,5.1089477161730255,3.0540099518999573,1.510022570240463,1.6654274905977777,Iris-setosa
+12,5.10894771617304,3.0541283039864355,1.510029569804399,0.261531583821227,Iris-setosa
+13,5.1089477161730255,3.054000907186419,1.5100223964029915,1.665427475440442,Iris-setosa
+14,6.179366490655493,3.054000000084949,4.899513032279803,1.6654406264085364,Iris-versicolor
+15,6.179580030591529,3.054000000046124,4.9064183438999285,1.6843451831662717,Iris-virginica
+16,5.1089477161730255,3.054000005664149,4.899491300859482,1.6654274751553235,Iris-setosa
+17,5.1089477161730255,3.0540000001254137,4.899491297608583,1.6654274751426275,Iris-versicolor
+18,6.185003338391919,3.054000037702538,5.1281368952450315,2.4983913935897877,Iris-virginica
+19,6.1802263085261835,3.054000082148944,5.010259562121323,2.164045595923973,Iris-virginica
+20,5.1089477161730255,3.054000000599352,4.899491298633361,1.6654274751448783,Iris-versicolor
+21,5.108947716173048,3.054000001948857,4.899491705039277,1.66542751440246,Iris-versicolor
+22,5.1089477161730255,3.0540000007416808,4.899491338034556,1.6654274763538206,Iris-versicolor
+23,5.108947716173146,3.0540000008478456,4.899491931374043,1.6654275571566688,Iris-versicolor
+24,5.10894771617303,3.054073391979767,1.5100260716774703,0.2615311418408408,Iris-setosa
+25,5.1089477161730255,3.0540000297410312,4.899491343755224,1.6654274761679306,Iris-setosa
+26,5.1089477161730255,3.054000125094579,1.510022393175411,1.665427475318354,Iris-setosa
+27,6.18138347629118,3.0540002035299247,5.12611118689519,2.471087748861114,Iris-virginica
+28,5.1089477161730255,3.054011391828246,1.5100224462354994,1.6654274784274954,Iris-setosa
+29,5.1089477161730255,3.0540000018402558,4.899491299838835,1.6654274751488023,Iris-setosa
+30,5.1089477161730255,3.0540000058961003,4.899491300497992,1.6654274751547498,Iris-setosa
+31,5.1089477161730255,3.054000060062835,1.5100223901589593,1.6654274752292177,Iris-setosa
+0,5.108947716173553,3.054000000316856,4.899492155711484,1.66542761602598,Iris-versicolor
+1,6.200433710764153,3.0540000406517893,5.286972725977447,2.6952639241918988,Iris-virginica
+2,5.1089477161730255,3.054000018388879,4.899491308087276,1.665427475221098,Iris-setosa
+3,5.1089477161730255,3.0540004769663067,1.510022433872218,1.6654274779677032,Iris-setosa
+4,5.1089477161730255,3.0541172949586746,1.510023784946965,0.2615308863561304,Iris-setosa
+5,6.179366488622155,3.0792493998935235,1.5101001319919247,0.26153890245839634,Iris-setosa
+6,6.182292390722677,3.0540000450729323,5.081358938566645,2.398013641687619,Iris-virginica
+7,6.184421071271701,3.0540000052565173,5.0218550189811975,2.2155623450361968,Iris-virginica
+8,6.202485385853578,3.054000055322555,5.331378897452858,2.7448760677183945,Iris-virginica
+9,6.180184989718027,3.054001317573638,5.170890962785217,2.5101210181501594,Iris-virginica
+10,5.1089477161730255,3.054000000718001,4.899491298808024,1.6654274751457607,Iris-versicolor
+11,6.179366938173633,3.0540000000160417,4.89967600161072,1.665627214267188,Iris-versicolor
+12,5.1089477161730255,3.05401151860642,1.510022427129187,1.665427477149808,Iris-setosa
+13,5.1089477161730255,3.054000000173313,4.899491298711233,1.665427475151796,Iris-versicolor
+14,5.1089477161730255,3.054000013320307,4.899491303734526,1.6654274751779297,Iris-setosa
+15,6.180640479280877,3.054030438864378,5.457720874437582,2.7639396635914837,Iris-virginica
+16,6.1793666885731895,3.054404006113649,4.937162902253629,0.29068054055203146,Iris-setosa
+17,5.1089477161730255,3.054000000114812,4.899491315286058,1.6654274755781835,Iris-versicolor
+18,5.1089477161730255,3.054000144531615,1.510022394451216,1.6654274753496021,Iris-setosa
+19,5.108947716173026,3.0540046178488223,1.5100229379193342,1.6654275495187463,Iris-setosa
+20,5.1089477161730255,3.054000001041806,4.8994913027313665,1.6654274751794325,Iris-setosa
+21,6.179366488623378,3.054003226588913,4.899512830200853,1.6654331022465125,Iris-setosa
+22,5.1089477161730255,3.054001931349261,1.51002246230924,1.665427480360625,Iris-setosa
+23,6.179366489225748,3.0540000009096904,4.899509469921141,1.6654373998873089,Iris-versicolor
diff --git a/iris/lct_gan/4/28/test.csv b/iris/lct_gan/4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/train.csv b/iris/lct_gan/4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/28/val.csv b/iris/lct_gan/4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/synth.csv b/iris/lct_gan/4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c42ce62f40eacef54346453e9d4e58486465a20
--- /dev/null
+++ b/iris/lct_gan/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1891819402777895,3.0540002089801543,5.3186634152802466,2.755164853063426,Iris-virginica
+1,6.180952745280693,3.0540000000640557,4.9240858034754345,1.7258928884363143,Iris-virginica
+2,5.1089477161730255,3.054000000104184,4.899491297292725,1.6654274751417368,Iris-versicolor
+3,5.108947716173029,3.054000000390029,4.8994914319986975,1.6654274843629646,Iris-versicolor
+4,6.182163687732516,3.054000002723173,4.974640048194097,2.0329901736627307,Iris-virginica
+5,6.179366488654998,3.0540000000002316,4.899491951084019,1.6654275631033875,Iris-versicolor
+6,5.1089477161730255,3.0540000047147253,4.899491303098415,1.6654274751702007,Iris-setosa
+7,5.1089477161730255,3.054000000251182,4.8994913028550755,1.665427475209842,Iris-versicolor
+8,5.1089477161730255,3.054000005158585,4.899491302308265,1.6654274751643054,Iris-setosa
+9,6.190748324734028,3.054000158709085,5.298595335193512,2.7266264121027444,Iris-virginica
+10,5.1089477161730255,3.0540000019140447,4.899491317823397,1.6654274755453782,Iris-setosa
+11,5.108947716173056,3.0581860710052853,1.5100572437133106,0.2615343687735715,Iris-setosa
+12,6.181918220237255,3.054046073284277,5.613038855407122,2.8736126842289105,Iris-virginica
+13,6.1801195311034505,3.054000007575899,4.945862928026942,1.9276478664525205,Iris-virginica
+14,6.179430588811533,3.0540000062823065,4.9118333418282365,1.734073048056371,Iris-virginica
+15,5.1089477161730255,3.0540000012166435,4.8994913840677725,1.6654274791166908,Iris-versicolor
+16,6.179366488629089,3.0540475762656,1.5100892815544948,0.261550252959801,Iris-setosa
+17,5.1089477161730255,3.054000000258578,4.899491299521695,1.6654274751600244,Iris-versicolor
+18,6.180224646103992,3.0540000000687235,4.916544402259119,1.7132311764733235,Iris-virginica
+19,6.179413669013148,3.0540003126405626,4.940055650622361,1.8305337189949167,Iris-virginica
+20,6.179366637946705,3.0542172854815184,4.92661240150799,0.2823569732777232,Iris-setosa
+21,5.1089477161730255,3.0540000115923687,4.8994913037218595,1.6654274751774654,Iris-setosa
+22,5.108947716173078,3.0540000003157584,4.899491626617955,1.665427511599639,Iris-versicolor
+23,6.179370080343542,3.054001416567671,4.923427444822353,1.7439159528879093,Iris-virginica
+24,6.179367175949084,3.054001142143592,4.906876832258104,1.6834517092471166,Iris-virginica
+25,5.108947716173133,3.0540000000304386,4.899491541916087,1.6654274978244772,Iris-versicolor
+26,5.1089477161730255,3.054000024805712,4.899491305717042,1.6654274751963565,Iris-setosa
+27,6.179382955760965,3.0540000032542487,4.903378374746166,1.6829023472080606,Iris-virginica
+28,5.1089477161730255,3.0540000151828175,4.89949132634893,1.6654274755850753,Iris-setosa
+29,5.1089477161730255,3.0540000002619307,4.899491299654855,1.665427475158691,Iris-versicolor
+30,6.179366488635201,3.0546049314982175,1.5102597922737966,0.26159663212762063,Iris-setosa
+31,5.1089477161730255,3.0540080009638984,1.5100225148187707,1.6654274850738808,Iris-setosa
+0,6.1972311682249135,3.0540000000957335,5.0091062686061605,1.8552615523691933,Iris-virginica
+1,5.1089477161730255,3.0540012527351,1.5100224346996658,1.6654274778400673,Iris-setosa
+2,6.181452713961951,3.054000056449863,5.067628963822677,2.3651769572099397,Iris-virginica
+3,5.108947716173029,3.0634129393437837,1.5100411015196447,0.26153213379400647,Iris-setosa
+4,5.1089477161730255,3.0540000002816576,4.899491298072103,1.6654274751439806,Iris-versicolor
+5,6.179483492804084,3.054000000088771,4.90516111226587,1.6812476982668971,Iris-virginica
+6,6.179366488624181,3.055614599984759,1.5101349805885034,0.26155158709250703,Iris-setosa
+7,5.1089477161730255,3.054000002170449,4.899491302329113,1.6654274751699587,Iris-setosa
+8,5.1089477161730255,3.0540000933388805,1.5100223898401106,1.6654274752243636,Iris-setosa
+9,6.197294142966702,3.054000011500116,5.1703810337817115,2.492513765613527,Iris-virginica
+10,6.179479890940169,3.0540066734802256,5.046233094747,2.1404889370725746,Iris-virginica
+11,5.1089477161730255,3.0540000292396443,4.899491314902953,1.6654274753305607,Iris-setosa
+12,5.1089477161730255,3.0540287206014107,1.5100227602624425,1.66542750917042,Iris-setosa
+13,6.1867147718860105,3.054000188629928,5.260142020775404,2.6963338651562703,Iris-virginica
+14,6.179366510366085,3.054064513500107,4.906877085521675,0.2660391985056793,Iris-setosa
+15,5.1089477161730255,3.054000000098078,4.899491333756385,1.6654274765347676,Iris-versicolor
+16,6.1836013820963975,3.054014865569235,5.591605878528213,2.9065880183553694,Iris-virginica
+17,6.179388169784858,3.054353002330702,5.125610337859715,0.4915071968584729,Iris-virginica
+18,6.179480128024442,3.0540000000449745,4.903929081920491,1.6760460582911085,Iris-virginica
+19,5.1089477161730255,3.0540000096672926,4.899491301753279,1.66542747516297,Iris-setosa
+20,5.108947716174346,3.054000239797643,4.8995009273175905,1.665430410652811,Iris-setosa
+21,6.179366946395863,3.0540013627181746,4.90585570715156,1.6797965572286557,Iris-virginica
+22,5.1089477161730255,3.0540000002549395,4.899491300527787,1.6654274751726563,Iris-versicolor
+23,6.186350565824655,3.054000000186822,4.971687770379312,1.851898437046246,Iris-virginica
+24,6.179426302732257,3.054000001680055,4.90739324371468,1.7062767527013643,Iris-virginica
+25,6.179367339040391,3.0540008503668794,4.908592032434674,1.6912109280636591,Iris-virginica
+26,5.1089477161730255,3.0540002186720496,4.899491523897305,1.6654274866859395,Iris-setosa
+27,6.179366754919488,3.054000000000585,4.899548133394271,1.6654610993547085,Iris-versicolor
+28,6.201398081564227,3.054000000077004,5.021480651649158,1.8450998538351375,Iris-virginica
+29,5.1089477161730255,3.054000000221712,4.899491299960865,1.6654274751643208,Iris-versicolor
+30,6.201453108470831,3.0540000133477743,5.212086827767552,2.5475170626897135,Iris-virginica
+31,6.1838249055490015,3.054000005466414,5.019360241483989,2.218798112536028,Iris-virginica
+0,5.1089477161730255,3.0540000068200164,4.899491318286688,1.6654274754526497,Iris-setosa
+1,6.182795712832639,3.0540339776322716,5.617350314386823,2.894938420117128,Iris-virginica
+2,5.1089477161730255,3.0540000187562164,4.899491305588697,1.665427475193189,Iris-setosa
+3,5.1089477161730255,3.054000000357696,4.899491298965793,1.6654274751505822,Iris-versicolor
+4,5.108947716173328,3.054000001287986,4.899492381998014,1.6654276505750356,Iris-versicolor
+5,6.179366649385705,3.054006406083198,4.908035863287501,1.682756901455686,Iris-setosa
+6,5.1089477161730255,3.054000356641364,1.5100224058359373,1.665427475853873,Iris-setosa
+7,6.179369180884864,3.0540099320936434,4.932581354872257,1.7540163331449707,Iris-virginica
+8,5.1089477161730255,3.054000000131014,4.899491297950591,1.6654274751467382,Iris-versicolor
+9,6.18160816891217,3.0540000169546575,5.016763308093013,2.2320408766745254,Iris-virginica
+10,6.17938249127939,3.054004431600611,4.9622918920009065,1.884173540854065,Iris-virginica
+11,5.108947716173077,3.0540000015715103,4.899491841444085,1.6654275361820736,Iris-versicolor
+12,6.179376528256319,3.0540000000800696,4.90066422106672,1.6682089616086133,Iris-virginica
+13,6.179366526324294,3.0540000002844403,4.899604616349242,1.6655652883722842,Iris-versicolor
+14,6.179366712182857,3.0540000024925735,4.900150918000327,1.666927523934594,Iris-virginica
+15,5.1089477161730255,3.0540000218605043,4.899491304877961,1.6654274751872942,Iris-setosa
+16,5.1089477161730255,3.0540000052007996,4.8994913007115635,1.6654274751559937,Iris-setosa
+17,5.1089477161730255,3.0540000620512733,4.8994913169377154,1.6654274753578582,Iris-setosa
+18,6.186397773874105,3.0540001474112084,5.232147578844279,2.6485351295737796,Iris-virginica
+19,6.179366493465427,3.0540109672926916,4.901105516912683,1.6672072783775935,Iris-setosa
+20,6.179426386072325,3.0540000000010776,4.90090447546918,1.6666825834131795,Iris-virginica
+21,6.179366861417954,3.0540000144042785,4.900615983345719,1.6684636354358615,Iris-virginica
+22,6.181927732889636,3.05400000216697,4.973213048672919,2.0363487473744417,Iris-virginica
+23,5.1089477161730255,3.054935917836097,1.5100227723283284,0.26153081860527616,Iris-setosa
+24,6.180715563665052,3.054000000025807,4.918395211789495,1.7049990069217158,Iris-virginica
+25,5.1089477161730255,3.0540000167392733,4.899491372850824,1.6654274775360165,Iris-setosa
+26,6.179366496613168,3.054000000030689,4.899524076216079,1.6654479301053913,Iris-versicolor
+27,6.182237894891812,3.054060606685059,5.633732477754216,2.8865282957511065,Iris-virginica
+28,6.17936706047438,3.054000245609326,4.9031984024476625,1.6746802796419349,Iris-virginica
+29,6.179366488624839,3.054000001409152,4.8994933976084,1.6654279286119986,Iris-versicolor
+30,6.189825509957104,3.054000000063461,4.976532633706861,1.804723585731439,Iris-virginica
+31,6.179655166784783,3.054001831772735,5.070158222686085,2.247402954985131,Iris-virginica
+0,5.1089477161730255,3.0540000039689557,4.899491301124183,1.6654274751587839,Iris-setosa
+1,5.1089477161730255,3.0540000081110126,4.8994913173361585,1.6654274754178569,Iris-setosa
+2,5.1089477161730255,3.054000600493902,1.510022415411011,1.6654274764937538,Iris-setosa
+3,5.108947716173026,3.0576391574984236,1.51002998869984,0.26153125066643357,Iris-setosa
+4,6.179366488791966,3.054000000006803,4.899495140818348,1.665428532096831,Iris-versicolor
+5,6.181476503087574,3.054079990629764,5.637511245276119,2.876951655928906,Iris-virginica
+6,5.1089477161730255,3.0540196941686815,1.510022437949369,1.6654274776157934,Iris-setosa
+7,5.1089477161730255,3.054000000142889,4.899491297515331,1.6654274751408638,Iris-versicolor
+8,6.180863586779343,3.0540001857384325,5.102098536068669,2.4182068981027163,Iris-virginica
+9,6.179483074126593,3.054003081303046,5.0279983552576555,2.1202792890950843,Iris-virginica
+10,5.1089477161730255,3.05400001054475,4.899491305744682,1.6654274752008333,Iris-setosa
+11,5.1089477161730255,3.0540000001442222,4.899491297209759,1.6654274751394524,Iris-versicolor
+12,5.1089477161730255,3.054000001022028,4.899491299563884,1.6654274751505072,Iris-setosa
+13,5.1089477161730255,3.054000004470535,4.899491305264716,1.6654274751984084,Iris-setosa
+14,5.108947716173122,3.0540000133194183,4.899492797397492,1.6654277481382846,Iris-setosa
+15,5.1089477161730255,3.0540000332070076,4.899491434799491,1.6654274814766954,Iris-setosa
+16,5.108947716173061,3.0540000000664684,4.899491499327487,1.665427494948816,Iris-versicolor
+17,5.1089477161730255,3.0540251727903422,1.5100224781557314,1.665427480321007,Iris-setosa
+18,6.184199804934571,3.0540001556126533,5.196514357417104,2.61932734908123,Iris-virginica
+19,5.1089477161730255,3.054111685586729,1.510022478272938,0.2615308104573612,Iris-setosa
+20,6.194582981612241,3.0540000274316625,5.204824154054722,2.5874366770038395,Iris-virginica
+21,5.108947716173056,3.054000017211575,4.899492318764755,1.665427608207696,Iris-setosa
+22,5.1089477161730255,3.0540000001417944,4.899491298602645,1.6654274751529685,Iris-versicolor
+23,6.179390308358196,3.0541281022695532,5.080564979158214,0.46728935749256234,Iris-virginica
diff --git a/iris/lct_gan/4/29/test.csv b/iris/lct_gan/4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/train.csv b/iris/lct_gan/4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/29/val.csv b/iris/lct_gan/4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/synth.csv b/iris/lct_gan/4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8248738c2d5cd4894401a41bf55f035aa914eb1c
--- /dev/null
+++ b/iris/lct_gan/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187514699884617,3.0540001720262167,5.254537754446681,2.6856721456655777,Iris-virginica
+1,5.1089477161730255,3.054000408234439,1.510022404040277,1.6654274757523468,Iris-setosa
+2,5.1089477161730255,3.05400002119213,4.8994913060598,1.665427475200265,Iris-setosa
+3,5.108947716173044,3.0540000012965534,4.89949168298329,1.6654275145733688,Iris-versicolor
+4,6.183518996161532,3.0540000730720287,5.111506245920569,2.4439299577162834,Iris-virginica
+5,6.179366488645735,3.054003268725871,4.899562439848641,1.6654579814735713,Iris-setosa
+6,5.1089477161730255,3.054000535971077,1.510022403998593,1.6654274757590681,Iris-setosa
+7,6.179368337564036,3.0540000000017744,4.899684065202336,1.6655963371682603,Iris-versicolor
+8,6.17936648862871,3.0542082471112324,1.5101420141616357,0.2615625634381959,Iris-setosa
+9,5.1089477161730255,3.0540000924030712,4.899491350563796,1.6654274763260357,Iris-setosa
+10,6.179367654175042,3.0540000485695384,4.902802225917272,1.6760587532690687,Iris-virginica
+11,6.186694798418453,3.0540000002157566,4.98123685758468,1.892007572275241,Iris-virginica
+12,5.1089477161730255,3.0540000072997335,4.899491309557689,1.6654274752650007,Iris-setosa
+13,6.18434692110675,3.054011122230954,5.5912491333379855,2.905965452198993,Iris-virginica
+14,6.179367613044828,3.054061297110707,4.943149953019741,0.30714174002789785,Iris-setosa
+15,5.1089477161730255,3.05400000239422,4.899491302088922,1.665427475166261,Iris-setosa
+16,6.179366606424706,3.054018211242077,4.908868869841509,1.6817102183043167,Iris-setosa
+17,6.17941585998381,3.0540017154008154,4.967106920254437,1.9136309925091513,Iris-virginica
+18,6.179366489209719,3.054000000328334,4.899510127725817,1.6654385131381781,Iris-versicolor
+19,6.181804391899511,3.0540300885765594,5.587193214174816,2.880103012102655,Iris-virginica
+20,6.18013210036078,3.0540000001548204,4.918223050405294,1.7263299010623503,Iris-virginica
+21,5.1089477161730255,3.054000001488001,4.899491300459197,1.6654274751541744,Iris-setosa
+22,6.179498062658763,3.054000004540624,4.914532265397307,1.746253760322429,Iris-virginica
+23,6.180138352222053,3.054001027239891,5.110437486157361,2.3629039068873587,Iris-virginica
+24,6.1793664886232955,3.054015482067872,1.5100474309948235,1.6654397315832805,Iris-setosa
+25,5.1089477161730255,3.0540000028979017,4.899491299596877,1.665427475148174,Iris-setosa
+26,5.108947716173028,3.0540003197299854,4.8994920598506235,1.6654275525462054,Iris-setosa
+27,5.1089477161730255,3.0540000265806317,4.89949130777003,1.665427475215735,Iris-setosa
+28,5.108947716173027,3.0540022465143988,1.5100232422616382,1.6654276415411229,Iris-setosa
+29,5.1089477161730255,3.0540000016144395,4.899491349008337,1.665427476744097,Iris-versicolor
+30,6.179366488662191,3.0540000966307654,4.899518338503372,1.665442045602307,Iris-setosa
+31,5.1089477161730255,3.0540000000979584,4.899491298110944,1.665427475149027,Iris-versicolor
+0,6.179367389760895,3.0540000001171133,4.899934153647522,1.6662837177114076,Iris-virginica
+1,6.183820108960751,3.0540009077975054,5.344078696044325,2.7689406561942724,Iris-virginica
+2,5.1089477161730255,3.0549262220433486,1.5100235245653233,0.26153085202133886,Iris-setosa
+3,5.1089477161730255,3.0540000003004906,4.899491317844558,1.6654274756300234,Iris-versicolor
+4,6.179896769056943,3.0540000006879353,4.919004562378211,1.748472761556115,Iris-virginica
+5,6.179477674500705,3.0540003572237824,4.972970197048629,1.985393069958406,Iris-virginica
+6,6.181760449434271,3.0540000717523808,5.086541711778837,2.4132667213285526,Iris-virginica
+7,5.1089477161730255,3.0540019653869406,1.5100224033652325,1.6654274757260268,Iris-setosa
+8,6.179449750986603,3.054001630907188,4.996189113589893,2.0321746412312374,Iris-virginica
+9,6.194624299200335,3.0540001434544632,5.348550792915741,2.774387666341928,Iris-virginica
+10,5.1089477161730255,3.0540000005986414,4.899491301792252,1.665427475178565,Iris-versicolor
+11,6.1793664894414375,3.054000165508588,4.899630498808959,1.665570387081307,Iris-setosa
+12,5.1089477161730255,3.0540000002512007,4.899491298070607,1.6654274751434566,Iris-versicolor
+13,6.201921032386965,3.054000025734546,5.261383174862764,2.639927993244471,Iris-virginica
+14,5.108947716173027,3.05400000940788,4.899491549393719,1.665427490569813,Iris-setosa
+15,5.1089477161730255,3.054000000712286,4.899491298546493,1.6654274751455878,Iris-versicolor
+16,5.1089477161730255,3.0540000335187507,4.899491310236634,1.6654274752433658,Iris-setosa
+17,5.108947716173031,3.054004297196975,1.5100238028056294,1.6654277858839037,Iris-setosa
+18,5.108947716173245,3.054000002148852,4.899492523709442,1.6654276843688411,Iris-versicolor
+19,5.108947716173039,3.0540000000038527,4.899491360860983,1.6654274788137104,Iris-versicolor
+20,5.1089477161730255,3.054019172662685,1.5100226843503668,1.665427499423697,Iris-setosa
+21,5.1089477161730255,3.0540000003963548,4.8994912981538175,1.6654274751426665,Iris-versicolor
+22,6.180099523822735,3.0540000000006025,4.90519716910345,1.66894009821162,Iris-virginica
+23,6.1837570916910725,3.0540000241901732,5.072112004181733,2.3967788454556116,Iris-virginica
+24,6.1817872073203475,3.054000236707549,5.155645346270187,2.50881564423549,Iris-virginica
+25,5.1089477161730255,3.054000000193137,4.899491297246429,1.6654274751397742,Iris-versicolor
+26,6.185994486773362,3.0540004449038736,5.325183207531529,2.7691351624410157,Iris-virginica
+27,5.1089477161730255,3.0540000018241455,4.899491301921238,1.6654274751670135,Iris-setosa
+28,6.179367451798124,3.054054387244689,4.937853945977579,0.30061873718465615,Iris-setosa
+29,5.1089477161730255,3.054000006034449,4.899491303589398,1.665427475174863,Iris-setosa
+30,6.179396510752475,3.0540000000217935,4.901203116407203,1.6683058193393758,Iris-virginica
+31,5.1089477161730255,3.0540000000922896,4.899491297276113,1.665427475142661,Iris-versicolor
+0,6.18047426555881,3.0540001808936514,5.062011252637711,2.3094681965217063,Iris-virginica
+1,5.1089477161730255,3.0543478107182183,1.5100232199831176,0.2615308399821576,Iris-setosa
+2,6.179369877635142,3.054003507539305,4.927571426230564,1.7509015121455214,Iris-virginica
+3,6.2050767621769785,3.054000000045754,5.026963213888478,1.825839911579718,Iris-virginica
+4,6.179382960441049,3.05406022458891,5.033327383492095,2.0195168313997396,Iris-virginica
+5,5.108947716173048,3.0540034203258073,1.5100253798907808,1.665428379826042,Iris-setosa
+6,5.1089477161730255,3.0540000216395167,4.899491312530499,1.66542747529269,Iris-setosa
+7,6.179366488641676,3.054000000036116,4.899492751045017,1.665427757467554,Iris-versicolor
+8,5.1089477161730255,3.054000000048189,4.899491297735676,1.6654274751491145,Iris-versicolor
+9,5.1089477161730255,3.058899412335344,1.5100250707692928,0.2615309141920258,Iris-setosa
+10,5.1089477161730255,3.054212425611427,1.5100225646294863,0.26153081290283015,Iris-setosa
+11,6.179366488622174,3.0599059909992006,1.510077347100104,0.2615370024191627,Iris-setosa
+12,5.1089477161730255,3.0540000015157407,4.899491304981051,1.6654274752059037,Iris-setosa
+13,5.1089477161730255,3.054000002775088,4.899491304077296,1.665427475194003,Iris-setosa
+14,5.1089477161730255,3.0540000003958045,4.899491299479939,1.6654274751557379,Iris-versicolor
+15,5.1089477161730255,3.054000025898321,4.899491305381125,1.665427475191835,Iris-setosa
+16,6.179368651182034,3.0540074482320647,4.927780696981352,1.7406479634393925,Iris-virginica
+17,6.1838931683899006,3.0540000006832657,4.976922472003713,1.9685720381899428,Iris-virginica
+18,5.108947716173035,3.064884728504866,1.510055133992807,0.26153341490175763,Iris-setosa
+19,6.192035785491957,3.054000013047281,5.136114885337397,2.4584051689775284,Iris-virginica
+20,5.1089477161730255,3.0540000019067137,4.899491305158713,1.6654274752105482,Iris-setosa
+21,5.1089477161730255,3.0540000066210005,4.899491302823279,1.665427475166749,Iris-setosa
+22,5.1089477161730255,3.0540000016720725,4.899491335698305,1.6654274761662,Iris-setosa
+23,5.1089477161730255,3.0540000012355835,4.899491299779847,1.665427475149548,Iris-setosa
+24,5.1089477161730255,3.0542732089779863,1.5100230274761626,0.26153083049710796,Iris-setosa
+25,6.179400409268575,3.0540000003944314,4.903483725747484,1.6810912149636514,Iris-virginica
+26,5.1089477161730255,3.0540000007549053,4.899491299035899,1.6654274751471627,Iris-versicolor
+27,5.1089477161730255,3.0540000006773425,4.899491299011031,1.6654274751460016,Iris-versicolor
+28,5.1089477161730255,3.054000002445888,4.899491322121137,1.6654274756210374,Iris-setosa
+29,6.191718063111564,3.0540000001094354,4.992749412835613,1.8497968716996587,Iris-virginica
+30,5.1089477161730255,3.0540000006278714,4.899491299452131,1.6654274751512421,Iris-versicolor
+31,5.1089477161730255,3.054000000457211,4.899491299843406,1.6654274751567555,Iris-versicolor
+0,6.187294879495748,3.0540000028733543,5.033885038608554,2.1864632499987513,Iris-virginica
+1,6.179973395251425,3.054000001408865,4.9283449619643465,1.8253468726978266,Iris-virginica
+2,6.179366634458962,3.0549828929412395,1.5339698290718926,0.2942453032153384,Iris-setosa
+3,5.1089477161730255,3.0540000006123402,4.89949129804251,1.6654274751421547,Iris-versicolor
+4,5.1089477161730255,3.05400122851676,1.5100224003535934,1.6654274756279979,Iris-setosa
+5,5.1089477161730255,3.0540009467656377,1.5100224418240635,1.6654274782460161,Iris-setosa
+6,5.1089477161730255,3.054000000933212,4.899491300627337,1.665427475161937,Iris-setosa
+7,6.179366503673345,3.0541735884329335,4.909223222316332,0.26707677021580395,Iris-setosa
+8,6.1820906549704455,3.054052058186951,5.652805163218883,2.9044575328636677,Iris-virginica
+9,6.188718613556849,3.0540009690456773,5.457693609519804,2.870782999416523,Iris-virginica
+10,6.179366489588806,3.0540000000141574,4.899499200339668,1.6654302645792483,Iris-versicolor
+11,5.1089477161730255,3.0540000007066257,4.899491299389451,1.6654274751497378,Iris-versicolor
+12,6.1796202723895854,3.0540000002152707,4.9097680907491625,1.7018433505729602,Iris-virginica
+13,6.179407358463604,3.054002765869261,4.96713374743271,1.9115721026474572,Iris-virginica
+14,6.180033999194066,3.054000000003268,4.906479045080836,1.6727947768822047,Iris-virginica
+15,6.179366488642888,3.054000000006332,4.899492564201339,1.665427705289371,Iris-versicolor
+16,5.1089477161730255,3.054000000010585,4.899491311388378,1.665427475532802,Iris-versicolor
+17,6.180068902783305,3.054000000000854,4.905530141520974,1.6698396374003788,Iris-virginica
+18,5.108947716173027,3.0540004710760393,4.899492140174781,1.6654275593371881,Iris-setosa
+19,6.1796676779366395,3.0541827590926682,5.420245219938144,0.7164829417465635,Iris-virginica
+20,6.180514583828636,3.0540015986595317,5.195813273824921,2.5430496833059824,Iris-virginica
+21,5.1089477161730255,3.054000005868657,4.899491302696846,1.6654274751660583,Iris-setosa
+22,5.108947716173027,3.054016611628331,1.510023822940286,1.665427730168609,Iris-setosa
+23,6.1793681581532445,3.05400001007418,4.90185154013228,1.6739221739595607,Iris-virginica
diff --git a/iris/lct_gan/4/3/test.csv b/iris/lct_gan/4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/train.csv b/iris/lct_gan/4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/3/val.csv b/iris/lct_gan/4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/synth.csv b/iris/lct_gan/4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b378bf43cf08f216f1b22a539cf2a42bd91a26b
--- /dev/null
+++ b/iris/lct_gan/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180369206593992,3.0540165223930105,5.421425565754753,2.7622015315486608,Iris-virginica
+1,5.1089477161730255,3.0540000466500183,4.899491318161571,1.6654274754073357,Iris-setosa
+2,5.1089477161730255,3.0540000160644154,4.89949139222249,1.6654274784625733,Iris-setosa
+3,5.1089477161730255,3.054000041453892,4.899491306061125,1.665427475196501,Iris-setosa
+4,6.179381564170843,3.054001119286956,4.931354099014199,1.7829949123520654,Iris-virginica
+5,5.1089477161730255,3.054000022394709,4.8994913097007124,1.6654274752422111,Iris-setosa
+6,5.1089477161730255,3.054000268709945,4.899491522337528,1.66542748699603,Iris-setosa
+7,6.180856752686854,3.0540005110557216,5.154475105982735,2.4945000679990814,Iris-virginica
+8,5.108947716173029,3.0540000003576466,4.899491451676637,1.6654274859300278,Iris-versicolor
+9,5.108947716173512,3.0540000000308765,4.899491745447587,1.6654275259233877,Iris-versicolor
+10,5.1089477161730255,3.0540000143487793,4.899491302940842,1.665427475170894,Iris-setosa
+11,5.1089477161730255,3.0540000005300363,4.8994913203169,1.6654274756669691,Iris-versicolor
+12,5.1089477161730255,3.0540000016594657,4.899491301959879,1.665427475172424,Iris-setosa
+13,6.184849867437487,3.0540110263358824,5.607464255310037,2.92440481143801,Iris-virginica
+14,6.179366493233595,3.0540000001005705,4.899517214240169,1.6654439322482055,Iris-versicolor
+15,6.179378086404706,3.054000000031052,4.900714998556242,1.66793480526427,Iris-virginica
+16,5.1089477161730255,3.0540000010857913,4.899491300042002,1.66542747515137,Iris-setosa
+17,5.1089477161730255,3.054000001438673,4.899491298669037,1.665427475144564,Iris-setosa
+18,6.18661663215661,3.054002302755966,5.496274168558771,2.8823881211861044,Iris-virginica
+19,6.203136522708601,3.0540000592411505,5.345230025985135,2.7645276717405216,Iris-virginica
+20,6.179366488842246,3.054000010059797,4.899527081901143,1.6654602618504841,Iris-versicolor
+21,6.17936648862814,3.075332900522694,1.5106280218141197,0.2616668605745705,Iris-setosa
+22,5.1089477161730255,3.054000003776305,4.899491300976119,1.665427475158079,Iris-setosa
+23,6.182602294245914,3.054029093585209,5.632997875822746,2.909445057240031,Iris-virginica
+24,6.182793866006726,3.0540127968132795,5.560853102396973,2.8887317602371576,Iris-virginica
+25,5.1089477161730255,3.05400001231981,4.899491302624539,1.6654274751673068,Iris-setosa
+26,6.179366844098808,3.054179166122324,4.939333830684456,0.2957431545112885,Iris-setosa
+27,6.179366488624699,3.0540000000736445,4.899492287356331,1.6654276581098364,Iris-versicolor
+28,6.181067105739946,3.054000000008307,4.915627978970574,1.6863407400635158,Iris-virginica
+29,5.1089477161730255,3.0540000070890576,4.899491301315254,1.6654274751597795,Iris-setosa
+30,5.1089477161730255,3.054000059333645,4.899491311819938,1.6654274752599885,Iris-setosa
+31,5.1089477161730255,3.054000010808367,4.899491347137653,1.6654274764720483,Iris-setosa
+0,6.179366489036945,3.0541107170991753,1.5106763312241642,0.2619146947494284,Iris-setosa
+1,5.1089477161730255,3.0540000201176856,4.899491338548066,1.665427476079506,Iris-setosa
+2,6.179465905255733,3.0540000248772095,4.924421793559675,1.794635844987258,Iris-virginica
+3,5.1089477161730255,3.054000884067917,1.5100224179618877,1.6654274765914554,Iris-setosa
+4,5.1089477161730255,3.054000000847472,4.899491300134062,1.6654274751546,Iris-versicolor
+5,5.1089477161730255,3.0540000046977154,4.89949130137151,1.6654274751585627,Iris-setosa
+6,6.18385865944728,3.05400010764592,5.156377696969914,2.552268005662363,Iris-virginica
+7,6.181662770191286,3.0540078894916753,5.434074536536198,2.789263687845388,Iris-virginica
+8,5.1089477161730255,3.054000122573516,4.899491350257601,1.6654274762830363,Iris-setosa
+9,5.108947716173111,3.0540000023821854,4.899492238100331,1.6654276239858377,Iris-versicolor
+10,5.1089477161730255,3.0540000002620893,4.899491297618609,1.6654274751408435,Iris-versicolor
+11,6.184501115035312,3.054000006815361,5.036110056008721,2.26411895546845,Iris-virginica
+12,6.179366546104291,3.0543827512064974,4.92214793537417,0.2766932895247004,Iris-setosa
+13,6.179739760095791,3.0540000003811283,4.9147971462622175,1.7306023370040038,Iris-virginica
+14,6.185704093791141,3.0540000001470062,4.9712297948017,1.854049307586083,Iris-virginica
+15,6.185388879161902,3.054000004596102,5.031152868724032,2.237426131349852,Iris-virginica
+16,5.108947716173189,3.054155291914284,1.5100441458231744,0.26153403812708165,Iris-setosa
+17,6.191009032551841,3.0540000848028805,5.2816500637261035,2.726030155970082,Iris-virginica
+18,6.17936691505585,3.054001320194952,4.906270372313479,1.6813286397628433,Iris-virginica
+19,6.17936926093444,3.0540000107146272,4.902222449908484,1.6755942095719012,Iris-virginica
+20,6.179388199869745,3.0540319084809133,5.021801026939891,2.0137122346202565,Iris-virginica
+21,6.179445796889579,3.0540019383794563,4.986248956163636,1.9827126840901097,Iris-virginica
+22,6.206745386469522,3.054000010286207,5.234487509118089,2.5473527294463567,Iris-virginica
+23,6.183003992476798,3.054005587871609,5.462290974930882,2.829632869469485,Iris-virginica
+24,6.179368029157516,3.0540132845512247,4.931283535405895,1.7462623998242637,Iris-virginica
+25,6.1828935684617905,3.05400319230558,5.4014919092167695,2.7818873803635586,Iris-virginica
+26,5.1089477161730255,3.054000004732682,4.8994913030767755,1.6654274751755236,Iris-setosa
+27,6.192699230336657,3.0540000003397854,5.021673894880619,1.9698937514645776,Iris-virginica
+28,6.181778957606864,3.054099172178406,5.647505063312344,2.8703108806576543,Iris-virginica
+29,6.17988741209324,3.054000007980147,4.936218188486177,1.8672806524434542,Iris-virginica
+30,6.179366489088575,3.054212235088461,1.5110039119688552,0.2621259601491177,Iris-setosa
+31,6.180039237227043,3.0540000000095366,4.9092588777624195,1.6816929980283788,Iris-virginica
+0,6.179366488625691,3.0542047692118293,1.5100919420405738,0.26154555110332955,Iris-setosa
+1,5.1089477161730255,3.054000096808397,4.899491404400583,1.665427479021634,Iris-setosa
+2,6.186239635658038,3.0540000334986193,5.122759728171818,2.470559564694569,Iris-virginica
+3,5.108947716173026,3.0540000002775747,4.8994913802556095,1.6654274789327486,Iris-versicolor
+4,6.181782246197965,3.0540283124102316,5.566857687756997,2.86158618446048,Iris-virginica
+5,5.108947716173086,3.054000000022261,4.899491476886625,1.6654274897691337,Iris-versicolor
+6,6.19039007466881,3.054001088435788,5.514772739901567,2.9064460277511985,Iris-virginica
+7,6.179388596223906,3.054002090765089,4.959432221105244,1.8929261000971862,Iris-virginica
+8,5.1089477161730255,3.054000131268895,4.899491576705015,1.6654274919796386,Iris-setosa
+9,5.1089477161730255,3.0540000046131666,4.89949130048449,1.6654274751535352,Iris-setosa
+10,5.1089477161730255,3.0540000000345753,4.899491298821403,1.6654274751613878,Iris-versicolor
+11,5.1089477161730255,3.0540000074045976,4.899491307255556,1.6654274752290636,Iris-setosa
+12,6.179366489750077,3.054577853641718,1.5118206243444,0.2626490720043538,Iris-setosa
+13,5.1089477161730255,3.054000000964782,4.899491300607551,1.6654274751595748,Iris-setosa
+14,5.1089477161730255,3.0540000077925074,4.899491301266989,1.6654274751598854,Iris-setosa
+15,6.187303058097022,3.0540001880626906,5.274837061047122,2.714481099608176,Iris-virginica
+16,6.179371594133265,3.0540220342536846,4.9606267684421,1.83465665370807,Iris-virginica
+17,5.1089477161730255,3.054000010587637,4.899491303162182,1.6654274751691465,Iris-setosa
+18,6.179372868688628,3.054000184009907,4.913324327921646,1.719205493134203,Iris-virginica
+19,5.1089477161730255,3.054000001014063,4.899491305917332,1.6654274752414093,Iris-setosa
+20,6.179371655039025,3.0540019484526053,4.926150630103523,1.752754978927716,Iris-virginica
+21,6.180030542147203,3.0540000000154928,4.910199647965932,1.6836791878524477,Iris-virginica
+22,6.1879912555680665,3.0540015859464975,5.499700042998096,2.893722834378625,Iris-virginica
+23,5.1089477161730255,3.0540001023440895,1.5100223886529123,1.665427475200666,Iris-setosa
+24,6.17936648862283,3.0551564596152128,1.5100922724416663,0.26154175632058496,Iris-setosa
+25,6.179366557284791,3.054085765583625,4.915154457387092,0.27308467460213126,Iris-setosa
+26,6.182423707783715,3.054000000259817,4.949588560226287,1.8407642333796888,Iris-virginica
+27,5.1089477161730255,3.054000000446011,4.899491299945225,1.6654274751588585,Iris-versicolor
+28,5.1089477161730255,3.0540000003497245,4.899491297771804,1.6654274751416234,Iris-versicolor
+29,6.18542453287166,3.054005667235216,5.563504753226149,2.905019335393847,Iris-virginica
+30,5.1089477161730255,3.0540091301336707,1.5100224266980407,1.6654274770247348,Iris-setosa
+31,5.1089477161730255,3.0540000001969894,4.899491298777379,1.665427475151629,Iris-versicolor
+0,5.1089477161730255,3.0540054872191233,1.5100224091120198,1.6654274760387993,Iris-setosa
+1,5.1089477161730255,3.0540000298150924,4.89949130617946,1.6654274751975193,Iris-setosa
+2,6.179441499279624,3.0541539255144587,5.192071626613093,0.5719267786948973,Iris-virginica
+3,6.196886103897135,3.0540000073874856,5.1403303668037825,2.4105007756807577,Iris-virginica
+4,5.1089477161730255,3.0540001503097542,1.5100223916660689,1.6654274752723683,Iris-setosa
+5,5.1089477161730255,3.054000000719737,4.899491302550861,1.6654274751895748,Iris-versicolor
+6,5.1089477161730255,3.054000004001725,4.899491303222845,1.6654274751797775,Iris-setosa
+7,6.179367748157209,3.054000000011566,4.899750173003541,1.6657306447373488,Iris-versicolor
+8,5.108947716173029,3.0540000000024308,4.899491328345914,1.6654274763010575,Iris-versicolor
+9,6.179469839205387,3.0540000000001624,4.90068283134684,1.6660383789425641,Iris-virginica
+10,6.179366516706973,3.054000000035185,4.899540384034033,1.665463565400084,Iris-versicolor
+11,5.108947716173027,3.054000004483634,4.899491517618383,1.665427489316098,Iris-setosa
+12,5.1089477161730255,3.0540000080171272,4.899491303766595,1.6654274751728,Iris-setosa
+13,5.1089477161730255,3.054000000336304,4.899491298823528,1.6654274751477425,Iris-versicolor
+14,5.108947716173038,3.0540000000256238,4.899491400334406,1.6654274815385277,Iris-versicolor
+15,6.188447708805931,3.0540000023043308,5.034478650898689,2.1682939339197995,Iris-virginica
+16,5.1089477161730255,3.0540000001330627,4.8994912998842945,1.665427475169453,Iris-versicolor
+17,6.1936103868942896,3.054000000414468,5.0327659513090435,2.0242730207164032,Iris-virginica
+18,5.108947716173027,3.054000024454508,4.899491707508451,1.665427510735306,Iris-setosa
+19,5.1089477161730255,3.054250640056021,1.510023190528194,0.2615308404780391,Iris-setosa
+20,5.1089477161730255,3.054017460421164,1.510022442655381,1.665427477964479,Iris-setosa
+21,6.179384077138581,3.054000505260718,4.932630322289381,1.8031343741651045,Iris-virginica
+22,6.179371573335694,3.0540000000028984,4.899914614636598,1.6658832005980606,Iris-versicolor
+23,6.189381761403497,3.0540000028699805,5.041584351224807,2.174779302562883,Iris-virginica
diff --git a/iris/lct_gan/4/4/test.csv b/iris/lct_gan/4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/train.csv b/iris/lct_gan/4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/4/val.csv b/iris/lct_gan/4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/synth.csv b/iris/lct_gan/4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a46f825610ac48efe2cb2371e3bef966d7a085b
--- /dev/null
+++ b/iris/lct_gan/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664887261315,3.0540000000101326,4.899494290283176,1.6654282200399428,Iris-versicolor
+1,6.1793664886643365,3.054973090491853,1.5104972093039613,0.26169048537252243,Iris-setosa
+2,5.108947716173041,3.0540171366277096,1.5100261323225928,1.6654284256420644,Iris-setosa
+3,6.180305546438567,3.05400960329044,5.299244115168196,2.637164918730216,Iris-virginica
+4,6.179366488973536,3.0540000000009973,4.899494506641865,1.665428253386936,Iris-versicolor
+5,5.1089477161730255,3.0540000003863446,4.899491299406347,1.665427475152491,Iris-versicolor
+6,5.108947716173028,3.0540000006356336,4.899491436719955,1.6654274838741039,Iris-versicolor
+7,6.18231288602836,3.0540000008383226,4.962929553392148,1.9519458519840047,Iris-virginica
+8,6.1795573671695685,3.0540304940352914,5.166401181237775,2.3589487899296318,Iris-virginica
+9,5.1089477161730255,3.0540000153434868,4.899491306577983,1.6654274752072005,Iris-setosa
+10,5.1089477161730255,3.0540000130637903,4.899491360601435,1.6654274770945725,Iris-setosa
+11,5.1089477161730255,3.0540028693475425,1.5100224031216984,1.6654274757501237,Iris-setosa
+12,6.1809543660464685,3.0540892040276186,5.595936848183021,2.8410280330736346,Iris-virginica
+13,6.179368703519103,3.054000000452285,4.900346622099717,1.6679632998372464,Iris-virginica
+14,6.179366551470047,3.054028947897649,4.908416518434867,1.6797129909293764,Iris-setosa
+15,6.179437012745182,3.0540000000380907,4.903142195913464,1.6734638668212136,Iris-virginica
+16,6.179413017674111,3.0540000063985566,4.908609983662792,1.7119237601386583,Iris-virginica
+17,5.1089477161730255,3.0540000025639435,4.8994913052232825,1.665427475204912,Iris-setosa
+18,5.1089477161730255,3.0540000622330994,4.899491321636548,1.6654274754373204,Iris-setosa
+19,5.1089477161730255,3.0540000006034136,4.899491299273252,1.6654274751512106,Iris-versicolor
+20,6.179454729129945,3.0540054707489737,5.030873103152576,2.109259513150712,Iris-virginica
+21,6.179366508481491,3.0540000000027536,4.899519234858674,1.6654427623326582,Iris-versicolor
+22,5.1089477161730255,3.0540000043948674,4.899491302326238,1.6654274751684832,Iris-setosa
+23,5.1089477161731525,3.0540000007087893,4.899491970946905,1.6654275763653406,Iris-versicolor
+24,6.182774080777371,3.0540000752770773,5.106291317614978,2.4532597844588806,Iris-virginica
+25,5.1089477161730255,3.054000897114351,1.5100223964781454,1.6654274754463951,Iris-setosa
+26,6.179367269213009,3.0540085063692075,4.921174842016557,1.7195463978276317,Iris-virginica
+27,5.1089477161730255,3.054000000055492,4.899491298667663,1.6654274751585392,Iris-versicolor
+28,5.1089477161730255,3.0540000051294056,4.8994913061915435,1.6654274752211704,Iris-setosa
+29,5.1089477161730255,3.054000000273338,4.899491329680999,1.665427476117374,Iris-versicolor
+30,5.1089477161730255,3.0540000009129167,4.899491355736573,1.6654274771962223,Iris-versicolor
+31,5.1089477161730255,3.0540000015989026,4.899491304583283,1.6654274752028337,Iris-setosa
+0,6.186170448358415,3.0540015269931176,5.442394488730345,2.8452333562687855,Iris-virginica
+1,6.1869371467369945,3.0540003875682906,5.323386424436278,2.7524704769444246,Iris-virginica
+2,6.17968439843456,3.0540013373682586,5.052425645450732,2.215090121872472,Iris-virginica
+3,5.108947716173583,3.054000822101603,4.899502552373597,1.6654303944186095,Iris-setosa
+4,5.1089477161730255,3.0540001923407867,1.5100223922945377,1.6654274752936937,Iris-setosa
+5,5.1089477161730255,3.054000092088832,4.899491323175023,1.6654274755120535,Iris-setosa
+6,5.1089477161730255,3.0540000078291256,4.8994913098029835,1.6654274752621547,Iris-setosa
+7,5.1089477161730255,3.054000000205461,4.899491297157872,1.665427475139198,Iris-versicolor
+8,6.179366512128293,3.0540000254657462,4.8998753661601615,1.666103597566789,Iris-virginica
+9,6.184901150146825,3.0540003904865993,5.306940651265299,2.7489447249570307,Iris-virginica
+10,6.1793711141636365,3.0540063678501577,4.939307372458052,1.784870206274469,Iris-virginica
+11,6.179641434372233,3.054000014620235,4.933375207972521,1.8499355866014724,Iris-virginica
+12,6.179366549043816,3.05400000000463,4.899540045054618,1.665458690667006,Iris-versicolor
+13,6.1793670234490685,3.0540000645867806,4.902226936738416,1.6731656392440042,Iris-virginica
+14,5.1089477161730255,3.0540001404977346,1.5100223933986618,1.6654274753234208,Iris-setosa
+15,5.108947716173042,3.05400000000182,4.899491352788213,1.6654274780632123,Iris-versicolor
+16,5.1089477161730255,3.054000000006635,4.899491311549207,1.665427475546387,Iris-versicolor
+17,6.180492198646267,3.0540000000772953,4.922213710424954,1.734426138754087,Iris-virginica
+18,6.1793672337520515,3.054000001444571,4.900271114722017,1.6674195805543925,Iris-virginica
+19,5.1089477161730255,3.054000000534605,4.899491297824177,1.6654274751412923,Iris-versicolor
+20,6.179790598179525,3.054000031908078,4.954160161540749,1.9359227082263695,Iris-virginica
+21,5.1089477161730255,3.0540031163642145,1.5100224698936373,1.6654274803578353,Iris-setosa
+22,5.1089477161730255,3.0540000018293822,4.899491299353238,1.6654274751476414,Iris-setosa
+23,5.1089477161730255,3.0540298990472103,1.5100224939652584,1.6654274813833425,Iris-setosa
+24,5.1089477161730255,3.055180697235623,1.5100227894870664,0.26153081888394103,Iris-setosa
+25,5.1089477161730255,3.0540000002551526,4.89949129775055,1.6654274751420288,Iris-versicolor
+26,6.179366488918967,3.0540215503306323,4.900101893129893,1.665828410249982,Iris-setosa
+27,5.108947716173289,3.0540000087162977,4.899493018762087,1.665427789851399,Iris-versicolor
+28,5.108947716173026,3.054000148157048,4.899491818467228,1.6654275133863754,Iris-setosa
+29,6.205383674107166,3.0540000011089945,5.115844794722245,2.2262174870209606,Iris-virginica
+30,6.179467422643006,3.054000682426253,4.969767582264008,1.9479451362054159,Iris-virginica
+31,6.179790360441649,3.0540001354334754,4.987090979369782,2.060222849190533,Iris-virginica
+0,6.1815836453089705,3.054000351417356,5.142605186452844,2.4693276917985294,Iris-virginica
+1,5.1089477161730255,3.0540000000110705,4.899491307729652,1.665427475350919,Iris-versicolor
+2,5.1089477161730255,3.054000004185597,4.899491300977276,1.6654274751576,Iris-setosa
+3,5.1089477161730255,3.0540000394111404,4.899491308736169,1.665427475227961,Iris-setosa
+4,5.108947716173027,3.0543228103770703,1.510026706120752,0.2615311097795725,Iris-setosa
+5,5.108947716173059,3.054000000846064,4.89949172179468,1.6654275168555877,Iris-versicolor
+6,5.1089477161730255,3.054000007220058,4.8994913256818045,1.6654274757053134,Iris-setosa
+7,6.196822939522788,3.054000000778698,5.060534794805822,2.1181094951750956,Iris-virginica
+8,5.1089477161730255,3.0540000048160767,4.899491302927087,1.6654274751675244,Iris-setosa
+9,6.185921621159843,3.054003697625992,5.558196548885334,2.92077695150144,Iris-virginica
+10,5.1089477161730255,3.0540000134429723,4.899491306866355,1.6654274752140301,Iris-setosa
+11,5.1089477161730255,3.0540000000461567,4.89949129948632,1.6654274751684748,Iris-versicolor
+12,6.179366489827876,3.054000000418128,4.899515051286096,1.6654431284968143,Iris-versicolor
+13,6.179366667361733,3.0548551858043456,1.5340777951409124,0.2933726339217804,Iris-setosa
+14,6.179366488805602,3.0560401573550537,1.5113680181465605,0.26214773809768965,Iris-setosa
+15,5.1089477161730255,3.0540000013727493,4.89949130333557,1.6654274751900662,Iris-setosa
+16,5.1089477161730255,3.0540000129084897,4.899491318715968,1.6654274754151133,Iris-setosa
+17,6.196484683840482,3.054000000068726,5.00409154359017,1.8349489873048928,Iris-virginica
+18,6.185438886383128,3.0540006042831487,5.3324971092733575,2.755435992474479,Iris-virginica
+19,5.1089477161730255,3.054000000212058,4.899491298805376,1.6654274751512357,Iris-versicolor
+20,6.179464441485847,3.0540392514508623,5.122298700924511,2.2609854003226504,Iris-virginica
+21,6.179366489158992,3.05400166861512,4.899765584853978,1.6656640479231437,Iris-setosa
+22,5.1089477161730255,3.0540000004915293,4.899491300015055,1.6654274751582987,Iris-versicolor
+23,6.181784497213127,3.0540000001534433,4.9379116744382365,1.7810700783254858,Iris-virginica
+24,5.1089477161730255,3.0540000135903855,4.899491385681808,1.665427477927942,Iris-setosa
+25,5.1089477161730255,3.0559121265253246,1.5100227395429593,0.26153081695280117,Iris-setosa
+26,5.108947716173027,3.0540000004120085,4.899491392709065,1.665427480292046,Iris-versicolor
+27,6.179609076312508,3.054000000047644,4.9068014644587254,1.68415089388587,Iris-virginica
+28,5.1089477161730255,3.054000000005452,4.899491308497157,1.665427475442271,Iris-versicolor
+29,6.179366488726061,3.0543188658926077,1.5105146763282957,0.26174240071159843,Iris-setosa
+30,5.1089477161730255,3.054000180683999,4.899491387409571,1.6654274776824374,Iris-setosa
+31,5.1089477161730255,3.0540000053991747,4.8994913128002,1.6654274753404263,Iris-setosa
+0,5.108947716173026,3.0544118225359367,1.510026257288033,0.26153105088835776,Iris-setosa
+1,6.197341287572906,3.0540000439902073,5.26438896945882,2.685872707393969,Iris-virginica
+2,6.179368912096501,3.0540000098003706,4.901741716175809,1.6730799522210873,Iris-virginica
+3,6.179366488623837,3.0540000089593575,4.899494492693804,1.6654284372940364,Iris-versicolor
+4,6.18585311918671,3.054002110512053,5.4860512251584685,2.8790626177125342,Iris-virginica
+5,6.179376627948764,3.0540000026270446,4.902491629805262,1.678915512381343,Iris-virginica
+6,5.1089477161730255,3.0540000503365174,4.899491319406442,1.6654274754014935,Iris-setosa
+7,6.182924190285546,3.054000326581002,5.193006738251818,2.5676844267005206,Iris-virginica
+8,6.179366492076696,3.054000000008414,4.899508257809274,1.6654355466732356,Iris-versicolor
+9,6.196041080300008,3.0540002329959535,5.433602628335466,2.8665968867148774,Iris-virginica
+10,5.1089477161730255,3.0540002121695164,1.5100224008259893,1.6654274756481673,Iris-setosa
+11,5.108947716173058,3.0562566715380246,1.5100532438718204,0.26153402662226627,Iris-setosa
+12,5.1089477161730334,3.0540000005461336,4.899491485379546,1.665427490860347,Iris-versicolor
+13,6.179366488690184,3.0540000000201397,4.899493854113705,1.6654280942827298,Iris-versicolor
+14,6.179367860477589,3.054003471704231,4.92150056398268,1.727644469129652,Iris-virginica
+15,5.1089477161730255,3.0540000000464236,4.899491297515706,1.6654274751455225,Iris-versicolor
+16,5.1089477161730255,3.0540000005697436,4.89949130071315,1.665427475164122,Iris-versicolor
+17,6.211696511311957,3.0540000007981285,5.1352594673023795,2.2248123542663754,Iris-virginica
+18,6.179372648451021,3.054000000792271,4.901201203446479,1.6709890622710268,Iris-virginica
+19,5.1089477161730255,3.0553188221099625,1.5100232929316022,0.2615308374775914,Iris-setosa
+20,5.1089477161730255,3.054000000561768,4.899491299329838,1.6654274751501486,Iris-versicolor
+21,6.179369673322686,3.0540001062577593,4.906717520873426,1.6914473202335718,Iris-virginica
+22,5.1089477161730255,3.054000000478981,4.899491299944159,1.665427475156098,Iris-versicolor
+23,5.1089477161730255,3.0540000722226464,4.899491316220039,1.6654274753383347,Iris-setosa
diff --git a/iris/lct_gan/4/5/test.csv b/iris/lct_gan/4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/train.csv b/iris/lct_gan/4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/5/val.csv b/iris/lct_gan/4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/synth.csv b/iris/lct_gan/4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa65d95d88aae40c13a21665e754323697ab536b
--- /dev/null
+++ b/iris/lct_gan/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000232872218,4.899491477774326,1.6654274830423927,Iris-setosa
+1,5.1089477161730255,3.054000000182618,4.899491312176504,1.6654274754499163,Iris-versicolor
+2,6.179366488858678,3.054000000020148,4.899496564780899,1.6654290900368651,Iris-versicolor
+3,6.1825072444117355,3.0540000000677137,4.940217651759966,1.7655549229200616,Iris-virginica
+4,6.179366488627148,3.0540000037077455,4.8994949180169245,1.6654286427665201,Iris-versicolor
+5,6.192388864584057,3.054000040775417,5.222125995616556,2.6506218694308137,Iris-virginica
+6,5.1089477161730255,3.0540000002413312,4.89949129792252,1.6654274751433238,Iris-versicolor
+7,5.108947716173039,3.0555082552669206,1.510040349921813,0.26153250708256776,Iris-setosa
+8,6.186616356771093,3.0540000067679753,5.056228200988055,2.3106670774832474,Iris-virginica
+9,5.1089477161730255,3.0540000004706593,4.899491297714548,1.665427475140989,Iris-versicolor
+10,5.1089477161730255,3.054000004789949,4.8994913011480525,1.665427475155769,Iris-setosa
+11,6.180217404946391,3.054000000117745,4.918068683131996,1.7176783176282477,Iris-virginica
+12,6.181787869465651,3.054000049376951,5.052087597990814,2.3091168219788107,Iris-virginica
+13,5.108947716173026,3.0540000003255305,4.899491382110287,1.665427479163942,Iris-versicolor
+14,6.179366909679567,3.05400000000021,4.899545613069984,1.665452182124423,Iris-versicolor
+15,6.1794165748968135,3.0540002269845297,4.93226502867195,1.805869794443124,Iris-virginica
+16,5.1089477161730255,3.054000492844236,1.5100223927404717,1.6654274753111626,Iris-setosa
+17,6.179366491766776,3.0540000925233555,4.899741195801699,1.6657439500605915,Iris-versicolor
+18,6.17936681193964,3.0540000000007876,4.899561084022583,1.665472481421213,Iris-versicolor
+19,6.179366488622265,3.055319352676428,1.5100597181335285,0.26153588992543186,Iris-setosa
+20,5.1089477161730255,3.054000000619407,4.899491298345517,1.6654274751429383,Iris-versicolor
+21,6.181936915776576,3.0540005624454944,5.202756822931319,2.563442770615479,Iris-virginica
+22,6.179372555236754,3.054000006946893,4.902682978250006,1.6786838494251424,Iris-virginica
+23,6.179366488628067,3.054001478849944,4.8995197513766335,1.6654375297187045,Iris-setosa
+24,6.179366488632445,3.0540000117998325,4.899497889391375,1.6654296368290409,Iris-versicolor
+25,5.1089477161730255,3.054000000008775,4.899491299330907,1.6654274751824631,Iris-versicolor
+26,5.108947716173026,3.0540205282930826,1.5100236375943807,1.6654276869040725,Iris-setosa
+27,5.1089477161730255,3.0540000010092543,4.8994912986186545,1.665427475144709,Iris-versicolor
+28,6.179371014508298,3.054000000652345,4.900921862716847,1.670254742135575,Iris-virginica
+29,6.179366725817326,3.0540000000296104,4.899630021863432,1.665580237842604,Iris-versicolor
+30,6.179366490422749,3.054000019245923,4.89963864920344,1.665625802787964,Iris-versicolor
+31,6.179366771059634,3.0540418052893523,4.92001212459518,1.7047662460832012,Iris-setosa
+0,6.179912964426927,3.0540051975486397,5.200120980751717,2.50318566457768,Iris-virginica
+1,5.1089477161730255,3.05400000034832,4.899491304028553,1.6654274752242606,Iris-versicolor
+2,6.17949848215326,3.0540000000193634,4.903270264031768,1.6724457938630422,Iris-virginica
+3,6.181491879359939,3.0540594799671,5.605028072372365,2.862436353202954,Iris-virginica
+4,6.183482694075746,3.0540000222227643,5.0707825893031995,2.3751257481413806,Iris-virginica
+5,5.1089477161730255,3.0540000000528145,4.8994913111681955,1.6654274754769665,Iris-versicolor
+6,6.179366513055817,3.0540000000416683,4.8995531231055525,1.6654783277299245,Iris-versicolor
+7,6.179366488856413,3.0540000000177843,4.8994966942706935,1.6654291872030111,Iris-versicolor
+8,6.179595139278061,3.0540000000019285,4.902936932824185,1.6689466667452562,Iris-virginica
+9,5.1089477161730255,3.054000000477283,4.899491298786398,1.6654274751452895,Iris-versicolor
+10,5.1089477161730255,3.0540000018147513,4.899491329775856,1.665427475949991,Iris-setosa
+11,6.180554376948738,3.0540000000540624,4.920911591731305,1.7208638370284735,Iris-virginica
+12,6.179366621451129,3.05552297227308,1.538751867385935,0.2993498839173887,Iris-setosa
+13,6.179366673223113,3.0540002734819263,4.901588301963033,1.6696987683327469,Iris-virginica
+14,6.192804580983539,3.054000488910054,5.4709140429723995,2.888605534766244,Iris-virginica
+15,6.180621040462101,3.054000241741569,5.103446698704887,2.4153234447894842,Iris-virginica
+16,6.179366488648644,3.0540021418898022,4.899571136196132,1.6654651071527866,Iris-setosa
+17,6.179366488664486,3.0540000000017398,4.899492312628031,1.6654276454509434,Iris-versicolor
+18,5.1089477161730255,3.0540000013566684,4.899491299642209,1.6654274751501,Iris-setosa
+19,6.194096638239483,3.0540000146494326,5.17009225077644,2.5272671666402315,Iris-virginica
+20,5.1089477161732075,3.054000017785588,4.899493321766008,1.6654278671922909,Iris-setosa
+21,5.1089477161730255,3.0540000007595993,4.899491298374391,1.6654274751428078,Iris-versicolor
+22,6.17936660443986,3.0540000007117047,4.899739815065772,1.6658656695035647,Iris-versicolor
+23,6.179366606560948,3.0540174109399674,4.909819150717459,1.684531131477474,Iris-setosa
+24,6.195531660318078,3.0540002237654926,5.4135904288233325,2.842272330147539,Iris-virginica
+25,5.1089477161730255,3.0540000009738693,4.899491304497941,1.6654274752101583,Iris-setosa
+26,5.1089477161730255,3.0540000370226315,4.899491329127956,1.6654274756892136,Iris-setosa
+27,6.183094204240604,3.0540242584140533,5.619077359325409,2.9055618230256655,Iris-virginica
+28,6.192262961114263,3.0540000046595757,5.088328489399674,2.304457598672165,Iris-virginica
+29,5.1089477161730255,3.0583040883865995,1.5100274797401485,0.26153104430320645,Iris-setosa
+30,6.17943026333265,3.0540037465824734,4.996396126855518,2.0094165751234447,Iris-virginica
+31,6.179782622805791,3.054001531077443,5.0978434329236055,2.340207387442183,Iris-virginica
+0,5.1089477161730255,3.054000001894956,4.899491301169838,1.6654274751613607,Iris-setosa
+1,6.1796549909215,3.0540012843596815,5.039770021028803,2.177040137517311,Iris-virginica
+2,5.1089477161730255,3.054000000326144,4.899491319712912,1.665427475738134,Iris-versicolor
+3,6.179366549315141,3.054000155843739,4.901134745795654,1.668957623137665,Iris-virginica
+4,6.179366488624384,3.054000224843639,4.899500893090947,1.6654307734262705,Iris-setosa
+5,5.1089477161730255,3.05400000258639,4.899491300373878,1.6654274751533917,Iris-setosa
+6,6.179366488748278,3.054000000007454,4.899493617027579,1.66542802077285,Iris-versicolor
+7,5.1089477161730255,3.0540000110692835,4.899491327508357,1.6654274757153829,Iris-setosa
+8,5.1089477161730255,3.0540000001284544,4.899491301089206,1.6654274751825637,Iris-versicolor
+9,6.17999333094062,3.054043276676161,5.4199048837259545,2.7194493090861784,Iris-virginica
+10,5.108947716173057,3.0540000000123726,4.8994914207764415,1.665427483879623,Iris-versicolor
+11,6.179414898285948,3.054144802686705,5.142420585449908,0.5290276274723922,Iris-virginica
+12,6.179372174011162,3.0540000000010257,4.899818651975159,1.6656818958262225,Iris-versicolor
+13,5.1089477161730255,3.0540000009515635,4.899491299504114,1.6654274751500024,Iris-versicolor
+14,6.179366509165036,3.054000021562882,4.899914097801082,1.66621426324759,Iris-virginica
+15,5.1089477161730255,3.0540000855779463,4.899491316932432,1.6654274753614349,Iris-setosa
+16,6.179367357293328,3.054017737022515,4.925660827737143,1.7256468388172208,Iris-virginica
+17,6.179376424870327,3.054000000042044,4.900573780567312,1.6675079123643846,Iris-virginica
+18,6.179586044584205,3.05400000262348,4.917797698927694,1.7720436455691448,Iris-virginica
+19,5.1089477161730255,3.0540002047866976,1.5100224056407905,1.6654274758831238,Iris-setosa
+20,5.1089477161730255,3.054000000754504,4.899491298102387,1.665427475142038,Iris-versicolor
+21,6.179492305456546,3.054000000363835,4.9068438470230005,1.6931747067328555,Iris-virginica
+22,6.188623973663643,3.0540000000268557,4.9620885620005515,1.7602444808493685,Iris-virginica
+23,5.108947716173029,3.0540602328585726,1.5100259531738285,0.2615311167882285,Iris-setosa
+24,5.1089477161730255,3.0540000865723376,1.510022391343053,1.6654274752609621,Iris-setosa
+25,6.179372087949443,3.0540036218084348,4.935050230697576,1.7786082770738494,Iris-virginica
+26,5.1089477161730255,3.054000000216789,4.899491300868091,1.66542747517982,Iris-versicolor
+27,6.181616917805478,3.0540000053450425,4.983185267391252,2.10571199275084,Iris-virginica
+28,5.1089477161732715,3.0540000008665404,4.899492305182533,1.6654276562452845,Iris-versicolor
+29,5.1089477161730255,3.054000735448636,1.5100224029176825,1.6654274757307532,Iris-setosa
+30,5.1089477161730255,3.054000000156088,4.899491298994201,1.665427475155412,Iris-versicolor
+31,5.1089477161730255,3.054000004300223,4.8994913037016214,1.6654274751795066,Iris-setosa
+0,5.1089477161730255,3.0540018423476054,1.5100224103075752,1.6654274760609258,Iris-setosa
+1,6.188395115052377,3.0540005177391043,5.414232129924868,2.850772869118864,Iris-virginica
+2,6.17994718142604,3.054000000674173,4.921085203909296,1.7616285956013784,Iris-virginica
+3,6.183665042164676,3.054000000158076,4.951152525312058,1.8064839690591987,Iris-virginica
+4,6.179368021522083,3.054003899166397,4.920522159906851,1.72247016446589,Iris-virginica
+5,6.179743422069567,3.054002324533596,5.118283704151695,2.3718173148617674,Iris-virginica
+6,6.179366494545033,3.0540002984876087,4.899895838030123,1.6659228923369493,Iris-setosa
+7,5.1089477161730255,3.069432146565668,1.5100268755766189,0.2615309958685281,Iris-setosa
+8,6.188265952970159,3.0540006766553236,5.421886718070491,2.8499968278241554,Iris-virginica
+9,5.1089477161730255,3.0540000016598454,4.899491299846648,1.6654274751503912,Iris-setosa
+10,6.1794440689707315,3.0540000000011025,4.900999496795263,1.6667042562911358,Iris-virginica
+11,5.1089477161730255,3.0540000064829402,4.89949130299669,1.665427475171605,Iris-setosa
+12,5.1089477161730255,3.0540000013729225,4.899491317847141,1.66542747552077,Iris-setosa
+13,6.179507645551881,3.0540018395876447,5.0318145432538675,2.1392920398032977,Iris-virginica
+14,6.179368289169872,3.0540001022461416,4.904381320374706,1.6806160195241824,Iris-virginica
+15,5.1089477161730255,3.054190086781035,1.5100224980848374,0.2615308108308134,Iris-setosa
+16,6.179368998467661,3.0540168419856024,4.935868519042386,1.7587461276089749,Iris-virginica
+17,5.1089477161730255,3.0540000001063734,4.899491300583794,1.6654274751776454,Iris-versicolor
+18,6.1806581532793645,3.0540024723111716,5.255197990689569,2.6140110538132966,Iris-virginica
+19,5.1089477161730255,3.054000004708462,4.899491305334266,1.6654274751971565,Iris-setosa
+20,6.179549929189756,3.0540000000007512,4.901930261133523,1.6671207397006118,Iris-virginica
+21,6.184922875275426,3.054001890553961,5.455549186216041,2.8511387037343163,Iris-virginica
+22,6.190601913060749,3.0540011616111014,5.543448429571851,2.932311808802928,Iris-virginica
+23,6.179401873190969,3.05400000001861,4.901351061025772,1.6688185699396478,Iris-virginica
diff --git a/iris/lct_gan/4/6/test.csv b/iris/lct_gan/4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/train.csv b/iris/lct_gan/4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/6/val.csv b/iris/lct_gan/4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/synth.csv b/iris/lct_gan/4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..112841a7843decc29a655a88fa71aabcc192d4aa
--- /dev/null
+++ b/iris/lct_gan/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490282264,3.0540001901902296,4.899716979524617,1.665688685684899,Iris-setosa
+1,5.1089477161730255,3.0540000004748395,4.899491299274632,1.665427475151839,Iris-versicolor
+2,5.1089477161730255,3.0540000024946905,4.899491300038342,1.665427475151636,Iris-setosa
+3,6.184488120673377,3.054003502825912,5.4957411769367415,2.87694737532981,Iris-virginica
+4,6.179412576403679,3.054000407169484,4.943737174313094,1.856337535764606,Iris-virginica
+5,5.1089477161730255,3.054000004993867,4.899491307828859,1.665427475248574,Iris-setosa
+6,5.1089477161730255,3.0540002259325205,4.89949143741195,1.6654274805579241,Iris-setosa
+7,5.108947716173156,3.0540000058827776,4.899492400126124,1.6654276610058034,Iris-versicolor
+8,6.17942533174776,3.0540518914038906,5.122106845952625,2.271888817055002,Iris-virginica
+9,5.1089477161730255,3.054000003539332,4.8994913019374735,1.6654274751649563,Iris-setosa
+10,5.1089477161730255,3.0540000139192554,4.899491370021888,1.6654274776319773,Iris-setosa
+11,6.180970534139342,3.054000000000896,4.909484359726791,1.671761192054118,Iris-virginica
+12,6.180427536296712,3.054000000100456,4.920622599236413,1.724124635592533,Iris-virginica
+13,5.108947716173028,3.054000000196757,4.899491400958796,1.6654274811541994,Iris-versicolor
+14,5.10894771617303,3.054000002662624,4.899491579135543,1.6654274973049192,Iris-versicolor
+15,5.10894771617309,3.054000005825608,4.89949231793594,1.6654276315464516,Iris-versicolor
+16,6.1844362094575995,3.05401135503768,5.608925454793446,2.9204198868938924,Iris-virginica
+17,6.181842131044531,3.054000736366543,5.240757339604825,2.64295354156673,Iris-virginica
+18,6.179368367847047,3.0540001887364427,4.905407377476626,1.6827911413544792,Iris-virginica
+19,6.180656190198933,3.054019894168744,5.425162410338863,2.7424950105722736,Iris-virginica
+20,5.1089477161730255,3.054000000295421,4.899491298024909,1.6654274751428868,Iris-versicolor
+21,5.1089477161730255,3.054372086523718,1.5100225378589063,0.26153081173241,Iris-setosa
+22,6.179366490146175,3.054061489262451,4.901440866998317,0.2623081341765668,Iris-setosa
+23,5.108947716173028,3.0541044536000554,1.510025547530455,0.26153106663268644,Iris-setosa
+24,5.108947716173088,3.0540231466726735,1.510030441673055,1.665430067658381,Iris-setosa
+25,6.179503922520518,3.054000934989819,5.01204977912399,2.1055883251988985,Iris-virginica
+26,5.108947716173923,3.054000000047831,4.899491883105302,1.665427558657386,Iris-versicolor
+27,5.1089477161735255,3.0540004522584296,4.89950011522241,1.6654299317035393,Iris-setosa
+28,6.180759696111439,3.0540116434177977,5.382088342713234,2.7217781638042955,Iris-virginica
+29,6.179366603950252,3.0540079443119925,4.908225671827199,1.6821160954446999,Iris-setosa
+30,6.179366494250779,3.0540000000022105,4.899504070222203,1.6654327240692504,Iris-versicolor
+31,5.1089477161730255,3.054000001995697,4.8994913013261625,1.6654274751639628,Iris-setosa
+0,5.108947716173292,3.054000000144014,4.89949184368139,1.6654275500603974,Iris-versicolor
+1,5.108947716173052,3.0549252059879404,1.5100418385239183,0.261532919589795,Iris-setosa
+2,5.1089477161730255,3.0540000001435197,4.899491297871259,1.6654274751444444,Iris-versicolor
+3,5.1089477161730255,3.054000004111096,4.899491303958908,1.6654274751801512,Iris-setosa
+4,5.1089477161730255,3.054002470081821,1.510022397024415,1.6654274754714926,Iris-setosa
+5,6.181002395546515,3.054000111691137,5.064606372536448,2.3326611088547726,Iris-virginica
+6,5.1089477161730255,3.0540000081050738,4.899491317972648,1.665427475460206,Iris-setosa
+7,5.1089477161730255,3.0540000000372323,4.899491310636718,1.6654274754745295,Iris-versicolor
+8,5.1089477161730255,3.054000001148374,4.899491319853495,1.6654274755865144,Iris-versicolor
+9,6.179366488629642,3.0540000000074303,4.899491956987537,1.6654275690204474,Iris-versicolor
+10,5.1089477161730255,3.0540000367518974,4.89949131832777,1.6654274753860965,Iris-setosa
+11,5.1089477161730255,3.054000003872691,4.899491302214572,1.665427475162405,Iris-setosa
+12,5.1089477161730255,3.054000069508451,4.899491353719968,1.6654274764602437,Iris-setosa
+13,5.1089477161730255,3.054000033220881,4.899491386127984,1.6654274784782497,Iris-setosa
+14,5.108947716173026,3.0540009479691412,1.5100227393398153,1.6654275275318844,Iris-setosa
+15,6.179366488625505,3.0540000000068717,4.899491878688948,1.6654275532126093,Iris-versicolor
+16,5.1089477161730255,3.054000003943586,4.899491320314464,1.6654274755788672,Iris-setosa
+17,6.179366489262388,3.054000000003275,4.899496973104819,1.66542928673918,Iris-versicolor
+18,6.179785380103283,3.0540017183971924,5.1039408315656605,2.3282206659238915,Iris-virginica
+19,6.1794450538334385,3.0540010289626065,4.972035685738369,1.9550620498224929,Iris-virginica
+20,5.1089477161730255,3.0540000157650042,4.899491317602495,1.665427475405931,Iris-setosa
+21,6.203289360973521,3.054000000004313,4.988271018768738,1.711860836637003,Iris-virginica
+22,6.182726129535614,3.054000776022848,5.284308768414742,2.7046901166165913,Iris-virginica
+23,6.179525397775978,3.0540001719419085,4.954550306255255,1.913704232515641,Iris-virginica
+24,5.1089477161730255,3.0540000054333682,4.899491306259466,1.6654274752076639,Iris-setosa
+25,5.1089477161730255,3.0540000013347717,4.899491307209309,1.665427475252596,Iris-setosa
+26,6.1793665568781755,3.0540006457675046,4.9015955232969395,1.6692376667331759,Iris-virginica
+27,5.1089477161730255,3.054000007642705,4.899491346881756,1.6654274765509127,Iris-setosa
+28,6.190816533195002,3.0540007163861103,5.469286652558976,2.875286920499857,Iris-virginica
+29,5.1089477161730255,3.054000001645258,4.899491302513363,1.6654274751744083,Iris-setosa
+30,5.1089477161730255,3.054000007646758,4.8994913051494215,1.6654274751953035,Iris-setosa
+31,5.1089477161730255,3.0540000021352833,4.899491303082665,1.6654274751807918,Iris-setosa
+0,6.179366512065073,3.0540000002134606,4.899568858039256,1.6655121178479588,Iris-versicolor
+1,6.184318296699468,3.0540094019233672,5.579956454640719,2.905501894638317,Iris-virginica
+2,6.179551029119599,3.0540000857961296,4.948700249194133,1.9014970340426742,Iris-virginica
+3,6.181379586557895,3.0540001221641475,5.092951393784194,2.406622761709192,Iris-virginica
+4,5.1089477161730255,3.054000001793407,4.8994913007570595,1.6654274751554559,Iris-setosa
+5,5.1089477161730255,3.054000005626624,4.899491302006146,1.665427475164549,Iris-setosa
+6,5.1089477161730255,3.0540000834922725,4.899491556260808,1.6654274892533765,Iris-setosa
+7,6.179366488622706,3.0830456147251413,1.510257392394508,0.2615653725893752,Iris-setosa
+8,5.1089477161730255,3.0540000013694595,4.89949130222482,1.6654274751749958,Iris-setosa
+9,6.186767064458442,3.0540000024734173,5.028594331341121,2.180833426948226,Iris-virginica
+10,5.1089477161730255,3.0540000023762133,4.899491301529021,1.6654274751636804,Iris-setosa
+11,6.180746426015398,3.0540019996968044,5.231165291393692,2.592514720390362,Iris-virginica
+12,5.1089477161730255,3.054000001663992,4.899491300585853,1.66542747515574,Iris-setosa
+13,6.179366488844142,3.0540000271490237,4.899527193540594,1.665454400690972,Iris-versicolor
+14,5.1089477161730255,3.054000021705614,4.899491312110418,1.6654274752974143,Iris-setosa
+15,5.1089477161730255,3.0540000026686642,4.899491355931282,1.6654274771753024,Iris-setosa
+16,6.184089773779662,3.05400459305988,5.503196456032039,2.8705002710664527,Iris-virginica
+17,6.179599638432523,3.0540000053143426,4.922614542236818,1.798315150416626,Iris-virginica
+18,6.1800782351278905,3.0540119743347964,5.301969231193256,2.6272590903970223,Iris-virginica
+19,5.1089477161730255,3.0544554820031498,1.5100225474398794,0.2615308119893569,Iris-setosa
+20,5.108947716173026,3.0540002965975055,4.899491726428496,1.665427507319459,Iris-setosa
+21,6.179366631906605,3.054102845474531,4.918955632481617,0.27650031718177076,Iris-setosa
+22,6.189789124907073,3.054000001383281,5.033689168940059,2.1183793817278764,Iris-virginica
+23,6.179366489101528,3.0540000000006953,4.899494022060095,1.6654281209736366,Iris-versicolor
+24,5.1089477161730255,3.054000000822439,4.89949130282826,1.6654274751878009,Iris-versicolor
+25,5.1089477161730255,3.054000000216961,4.899491297983811,1.6654274751428682,Iris-versicolor
+26,5.108947716173026,3.054000003093568,4.899491458995634,1.6654274840111005,Iris-versicolor
+27,6.183049346031372,3.054000007220884,5.0126547726412705,2.205194264203027,Iris-virginica
+28,6.179560443687677,3.0540000212352623,4.936959437804711,1.8695473732216394,Iris-virginica
+29,6.183479854816204,3.0540001512132418,5.153982886668943,2.5214740021924813,Iris-virginica
+30,5.1089477161730255,3.054000000407687,4.899491298049321,1.665427475142006,Iris-versicolor
+31,6.181384173992589,3.054028714960432,5.563662789694517,2.8624286272436095,Iris-virginica
+0,5.1089477161730255,3.0540000120478585,4.899491327443606,1.6654274757198053,Iris-setosa
+1,6.179472347228876,3.0540004905502793,4.968491646646216,1.951537524592157,Iris-virginica
+2,6.179366488638079,3.054000000034468,4.899492845160843,1.665427807184087,Iris-versicolor
+3,6.179386132970989,3.0540369233458646,5.024872995242353,2.0247550579365927,Iris-virginica
+4,5.108947716173026,3.057393231036939,1.5100281630283992,0.26153111675206286,Iris-setosa
+5,6.181297923074276,3.0540483107154106,5.569994504040503,2.8460208820976547,Iris-virginica
+6,6.190711020802701,3.0540000000030365,4.946029903761357,1.6957631934893025,Iris-virginica
+7,5.1089477161730255,3.0540031386620394,1.510022459884734,1.6654274803185938,Iris-setosa
+8,5.1089477161730255,3.0540000002389696,4.899491297297336,1.6654274751396216,Iris-versicolor
+9,6.179443733284719,3.054000708137918,4.959431795872581,1.9056924387765044,Iris-virginica
+10,5.1089477161730255,3.0540049351814065,1.5100224943563432,1.665427483124944,Iris-setosa
+11,6.183277090899944,3.054000003278215,4.991700345096736,2.093443795740751,Iris-virginica
+12,6.179367053729655,3.054000001032418,4.900136896510223,1.666869111150941,Iris-virginica
+13,6.188447290498816,3.054001056805999,5.464315232486934,2.8699316822206327,Iris-virginica
+14,6.179367165021414,3.054005099241452,4.915078429851745,1.7032342418526556,Iris-virginica
+15,5.1089477161730255,3.0540000005181382,4.899491302336818,1.665427475183914,Iris-versicolor
+16,6.182130651753824,3.0540010681156664,5.294932606161123,2.693876905679831,Iris-virginica
+17,5.108947716173029,3.0540000025926135,4.899491556181657,1.665427495134293,Iris-versicolor
+18,6.184565307399394,3.0540000007191344,4.98247150186025,1.975165126543213,Iris-virginica
+19,5.1089477161730255,3.0540013378338204,1.51002242789449,1.6654274771948387,Iris-setosa
+20,5.1089477161730255,3.0540000860895558,4.899491318948735,1.6654274753937373,Iris-setosa
+21,6.180102558466559,3.054000001081428,4.925371342785308,1.7934114370384229,Iris-virginica
+22,5.1089477161730255,3.054000004083307,4.899491320179493,1.6654274755411282,Iris-setosa
+23,6.1842800540172576,3.0540000009954853,4.9861897425153705,2.031885152666741,Iris-virginica
diff --git a/iris/lct_gan/4/7/test.csv b/iris/lct_gan/4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/train.csv b/iris/lct_gan/4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/7/val.csv b/iris/lct_gan/4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/synth.csv b/iris/lct_gan/4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cbe5f81ed3f1a9d66aee6ea57e7681bb458a441
--- /dev/null
+++ b/iris/lct_gan/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173093,3.054000000008159,4.899491450631899,1.6654274872208614,Iris-versicolor
+1,6.179392418145686,3.0540001468283844,4.922548343516727,1.7692502153430056,Iris-virginica
+2,5.1089477161730255,3.0540000002525343,4.89949129976497,1.6654274751591593,Iris-versicolor
+3,5.1089477161730255,3.0540001104088406,4.89949146235815,1.6654274823200446,Iris-setosa
+4,5.1089477161730255,3.054000000830225,4.899491300202387,1.665427475153021,Iris-versicolor
+5,5.1089477161730255,3.054000001078287,4.8994912991661215,1.6654274751459301,Iris-versicolor
+6,5.1089477161730255,3.0540000796318174,1.5100223917826106,1.6654274752730718,Iris-setosa
+7,6.179366488638185,3.0540000000154968,4.899492535742623,1.6654277142097136,Iris-versicolor
+8,5.1089477161730255,3.054000004172453,4.899491300133556,1.6654274751512135,Iris-setosa
+9,5.1089477161730255,3.054000058946858,4.899491323179865,1.6654274754967338,Iris-setosa
+10,6.180683299027249,3.0540089112391584,5.36590483804033,2.715710153573104,Iris-virginica
+11,6.190620187504241,3.0540010172687375,5.522984783054161,2.920949637133277,Iris-virginica
+12,6.179371232397694,3.0540000484526786,4.905561500475646,1.6877058857582499,Iris-virginica
+13,6.198838142414866,3.0540001891083373,5.428667177943941,2.854493440567569,Iris-virginica
+14,5.1089477161730255,3.054001109958234,1.5100224686288637,1.6654274812541936,Iris-setosa
+15,5.1089477161730255,3.054000224158734,1.5100224204721215,1.6654274769523492,Iris-setosa
+16,6.187735255796831,3.0540003417845893,5.32221143154848,2.7479170679593428,Iris-virginica
+17,5.1089477161730255,3.0540000144575132,4.899491303866044,1.66542747517528,Iris-setosa
+18,5.1089477161730255,3.054000000637669,4.899491300023977,1.6654274751573983,Iris-versicolor
+19,5.1089477161730255,3.0540005556203207,1.5100223947886406,1.6654274753765814,Iris-setosa
+20,5.1089477161730255,3.05400000077423,4.899491298624158,1.665427475144406,Iris-versicolor
+21,6.179366492677477,3.0540000004047476,4.899539781919312,1.6654688511603726,Iris-versicolor
+22,6.179463609751867,3.0540001722435584,4.955258756377975,1.923987301694806,Iris-virginica
+23,5.1089477161730255,3.0540003202017623,1.510022394483177,1.6654274753625613,Iris-setosa
+24,5.1089477161730255,3.054000000344763,4.899491303610262,1.6654274752090872,Iris-versicolor
+25,6.179366488623016,3.055370783412941,1.510102916876121,0.26154430355736685,Iris-setosa
+26,5.108947716173026,3.05455759853993,1.5100270258755408,0.2615311168014459,Iris-setosa
+27,6.192876485187873,3.054000899481365,5.556221718372888,2.947287745753588,Iris-virginica
+28,6.179480458704931,3.0540157451563426,5.099046028413943,2.2429677322970507,Iris-virginica
+29,5.1089477161730255,3.054000000464001,4.899491300279996,1.6654274751612317,Iris-versicolor
+30,6.179370467833869,3.0540002257438834,4.910518604511661,1.7041451220188983,Iris-virginica
+31,5.1089477161730255,3.054000013496024,4.899491327600079,1.6654274757206438,Iris-setosa
+0,6.186371015465144,3.0540021343738033,5.489761655290125,2.8826463143950125,Iris-virginica
+1,6.18590406062716,3.0540000030160552,5.026625103894346,2.20021284751074,Iris-virginica
+2,6.179540657162006,3.054041536974958,5.178379535096626,2.3719446365836694,Iris-virginica
+3,6.179450646027661,3.0540000011619948,4.907165165017027,1.7007752008044,Iris-virginica
+4,5.1089477161730255,3.054000003260026,4.899491307951335,1.6654274752420335,Iris-setosa
+5,5.1089477161730255,3.054000806909979,1.5100224158650934,1.6654274764521486,Iris-setosa
+6,5.1089477161730255,3.054000003926938,4.89949130060971,1.6654274751530782,Iris-setosa
+7,6.180550120935286,3.0540202936233234,5.4095053437022464,2.732454708784541,Iris-virginica
+8,5.108947716173026,3.0540000000052014,4.899491316988328,1.6654274757611969,Iris-versicolor
+9,5.1089477161730255,3.054154003318464,1.5100227490466909,0.2615308212109464,Iris-setosa
+10,5.1089477161730255,3.0540000018327174,4.899491301650508,1.6654274751608162,Iris-setosa
+11,6.179642259657311,3.0540000057323704,4.922853508922996,1.79374870387515,Iris-virginica
+12,6.188059680154383,3.054001944122234,5.529261717427731,2.919620354506582,Iris-virginica
+13,6.185977259492015,3.05400000000147,4.927265383781928,1.6811508856015118,Iris-virginica
+14,6.179366503503754,3.054005169766268,4.901976595469353,1.668882871707752,Iris-setosa
+15,6.180606890439614,3.0541317975698985,5.616082520723836,0.7974652184494913,Iris-virginica
+16,6.180072317868735,3.054000027022761,4.972431971312797,2.040507062283175,Iris-virginica
+17,6.179985263844336,3.0540000752998986,4.987961224267197,2.0707529402590135,Iris-virginica
+18,5.1089477161730255,3.054000032908205,4.899491339966381,1.6654274760308623,Iris-setosa
+19,5.10894771617303,3.0700037037931214,1.5100471668784738,0.26153253417829847,Iris-setosa
+20,5.1089477161730255,3.0564273764936516,1.5100250897155922,0.2615309303311682,Iris-setosa
+21,6.1851341437239205,3.0540007013565194,5.356201478926342,2.783964097354416,Iris-virginica
+22,5.1089477161730255,3.054000010773461,4.8994913137147185,1.6654274753460552,Iris-setosa
+23,5.1089477161730255,3.0540001138716635,4.8994913340062975,1.6654274757102943,Iris-setosa
+24,6.184695665491372,3.0540000003715106,4.974828632626535,1.9330164685533138,Iris-virginica
+25,6.19001133313239,3.0540008796980445,5.492284535663594,2.8988860721276506,Iris-virginica
+26,5.1089477161730255,3.05400000102234,4.8994912986994175,1.6654274751445037,Iris-versicolor
+27,5.1089477161730255,3.0540000000657006,4.899491308023622,1.6654274753181688,Iris-versicolor
+28,5.1089477161730255,3.054000001478583,4.899491299991673,1.6654274751504623,Iris-setosa
+29,5.1089477161730255,3.0540000014325366,4.899491300931947,1.6654274751576825,Iris-setosa
+30,5.108947716173198,3.0540000000208685,4.8994915641803045,1.6654275023545577,Iris-versicolor
+31,5.1089477161730255,3.054000086430946,4.899491324039456,1.665427475492137,Iris-setosa
+0,6.179490959531617,3.0540000210070493,4.927263964255245,1.8102177346715818,Iris-virginica
+1,6.180750220322372,3.0540000060512993,4.960639944401218,2.007642345101657,Iris-virginica
+2,5.1089477161730255,3.0540000148747914,4.899491312365267,1.6654274753048444,Iris-setosa
+3,5.1089477161730255,3.0540000024348335,4.8994913002956855,1.6654274751528593,Iris-setosa
+4,5.1089477161730255,3.054000000096397,4.899491297235105,1.6654274751418294,Iris-versicolor
+5,6.187674255464625,3.054000111611914,5.237741439479611,2.6684028516478433,Iris-virginica
+6,6.179367996948072,3.054000017841718,4.9020604339190035,1.6744261508814446,Iris-virginica
+7,6.1806632651666025,3.0540003642138385,5.12444144831131,2.4489998053216095,Iris-virginica
+8,5.1089477161730255,3.0540000028088925,4.899491300352796,1.6654274751516278,Iris-setosa
+9,5.1089477161730255,3.0540000084279755,4.899491304174047,1.6654274751823461,Iris-setosa
+10,6.182541325286742,3.054011031805494,5.52652121798576,2.8557992321016625,Iris-virginica
+11,6.181134671576615,3.0540117408268777,5.44319712788783,2.789291668346798,Iris-virginica
+12,6.179370332397068,3.0540000251168866,4.9034107932649444,1.6798167416237086,Iris-virginica
+13,6.1793664886522475,3.0540000000013814,4.899492182695872,1.6654276132413428,Iris-versicolor
+14,6.182289339695157,3.0540000000278433,4.929662629790577,1.7229758820124828,Iris-virginica
+15,5.1089477161730255,3.054000024360469,4.899491313519754,1.665427475313707,Iris-setosa
+16,5.1089477161730255,3.054000020744813,4.899491304520549,1.6654274751813645,Iris-setosa
+17,5.1089477161730255,3.0540022387549084,1.510022421419414,1.6654274766797559,Iris-setosa
+18,5.1089477161730255,3.0540000013073283,4.899491308548395,1.665427475282837,Iris-setosa
+19,6.191992266214082,3.0540000055176897,5.093578499399929,2.3393661975173257,Iris-virginica
+20,6.179366602808156,3.054000000001142,4.899536371572534,1.6654526582963385,Iris-versicolor
+21,5.1089477161730255,3.0540000001903067,4.8994913039537655,1.6654274752288434,Iris-versicolor
+22,6.181170467685087,3.0540000000484078,4.926051288249436,1.7318442392915239,Iris-virginica
+23,6.179366565555578,3.05400000440867,4.899971157780751,1.6664044959813087,Iris-virginica
+24,6.179520155047939,3.0540000222878376,4.926715076435741,1.8026561607727662,Iris-virginica
+25,6.179366488657944,3.054563167525736,1.5103767166204185,0.26165266601922155,Iris-setosa
+26,6.194129776529123,3.0540000006699377,5.043928909030534,2.07724439048496,Iris-virginica
+27,5.108947716173095,3.054232455451377,1.5100389474903533,0.2615328861493335,Iris-setosa
+28,5.1089477161730334,3.054000000185418,4.899491432337903,1.6654274848808617,Iris-versicolor
+29,5.1089477161730255,3.0540000011732076,4.8994913001790845,1.6654274751533653,Iris-setosa
+30,6.179383448482356,3.054000032313092,4.909032811884814,1.707657108878558,Iris-virginica
+31,6.179366488642635,3.0546984643892516,1.5103362060178886,0.26162686046862516,Iris-setosa
+0,5.1089477161730255,3.054000001326928,4.89949129890656,1.6654274751453972,Iris-setosa
+1,6.192082981689372,3.0540000003066696,5.0156211831886655,1.9481320731000984,Iris-virginica
+2,5.1089477161730255,3.0540000003560497,4.899491314019665,1.665427475475282,Iris-versicolor
+3,5.1089477161730255,3.05400000188916,4.899491302272957,1.6654274751740623,Iris-setosa
+4,5.1089477161730255,3.054351286894513,1.5100233600352222,0.26153084768683377,Iris-setosa
+5,5.1089477161730255,3.0540000105971314,4.899491302999859,1.6654274751697842,Iris-setosa
+6,6.189871088003163,3.0540000000449172,4.970353790503076,1.7743773485877625,Iris-virginica
+7,5.10894771617314,3.0540001348144172,4.899494144644179,1.6654280812058866,Iris-setosa
+8,6.179674644231606,3.054000523953929,5.035795884112124,2.2037323352067735,Iris-virginica
+9,6.216426008678787,3.054000001431111,5.179920653306915,2.335562833017806,Iris-virginica
+10,5.1089477161730255,3.0540000029422067,4.899491311237742,1.6654274753151668,Iris-setosa
+11,5.1089477161730255,3.055627501111344,1.5100256509484324,0.26153096315561775,Iris-setosa
+12,6.179420903465853,3.054000829975322,4.960477442989894,1.902434354738701,Iris-virginica
+13,6.181427844906793,3.054038460245382,5.583730719699136,2.8662169574438643,Iris-virginica
+14,6.179366508910376,3.0540000031725403,4.89971905876284,1.665822206215721,Iris-versicolor
+15,5.1089477161730255,3.0540000012476614,4.899491300625809,1.6654274751598788,Iris-setosa
+16,6.1794518083168555,3.0540009165487465,4.972054502283689,1.945515609104893,Iris-virginica
+17,5.1089477161730255,3.0540000380543804,4.899491317444358,1.6654274753960425,Iris-setosa
+18,5.1089477161730255,3.05400001372873,4.899491304817703,1.665427475186542,Iris-setosa
+19,5.1089477161730255,3.0540017900993734,1.5100224049918187,1.6654274758397616,Iris-setosa
+20,6.179366488625703,3.054000025167333,4.899496575952249,1.6654292003231168,Iris-versicolor
+21,6.179370934421277,3.0544737695415116,5.032295894121078,0.3884827442664833,Iris-setosa
+22,5.1089477161730255,3.0540000254395303,4.899491347628121,1.6654274764762735,Iris-setosa
+23,5.1089477161730255,3.054000000205282,4.899491299764598,1.6654274751637257,Iris-versicolor
diff --git a/iris/lct_gan/4/8/test.csv b/iris/lct_gan/4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/train.csv b/iris/lct_gan/4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/8/val.csv b/iris/lct_gan/4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/synth.csv b/iris/lct_gan/4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a3857561119022906d60247460451726087110c
--- /dev/null
+++ b/iris/lct_gan/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000009905364,4.899491298710434,1.6654274751443285,Iris-versicolor
+1,6.179366488623371,3.054068617403543,1.5100543867207112,0.26153723567890197,Iris-setosa
+2,6.189173822331047,3.054000002139054,5.04501569115453,2.199690823230699,Iris-virginica
+3,6.179366488655968,3.0540000000165426,4.899493013779464,1.66542786663675,Iris-versicolor
+4,6.182541008070513,3.054046466130987,5.631362230892932,2.8918675600873613,Iris-virginica
+5,6.179366922020784,3.0540002319599115,4.903933238882439,1.6774415058639731,Iris-virginica
+6,6.179820533543876,3.054008786983546,5.212881612627621,2.5076928744139786,Iris-virginica
+7,6.1801265393162765,3.0540546365105596,5.443762637301704,2.7221003571899365,Iris-virginica
+8,6.179380833606726,3.0540355192954918,5.002607062618485,1.9540070648537449,Iris-virginica
+9,5.108947716173027,3.054005356510108,1.5100233654269888,1.6654276508925339,Iris-setosa
+10,6.181289021498872,3.0540000002053094,4.937666928027229,1.799565372466109,Iris-virginica
+11,5.1089477161730255,3.0540007784957384,1.5100223936962855,1.665427475348288,Iris-setosa
+12,5.1089477161730255,3.0540034479081193,1.5100224459584581,1.6654274783820293,Iris-setosa
+13,5.1089477161730255,3.0540000012387836,4.899491298869846,1.6654274751454894,Iris-setosa
+14,5.108947716173029,3.0540000000010563,4.899491322956208,1.665427476116106,Iris-versicolor
+15,5.1089477161730255,3.054000000103654,4.89949129682761,1.665427475138225,Iris-versicolor
+16,6.1793664935978,3.054000000019169,4.899514018679183,1.6654415832122273,Iris-versicolor
+17,6.179366488643592,3.054000000001954,4.8994920942693465,1.6654275999041537,Iris-versicolor
+18,6.1795834463087775,3.054000000346445,4.91012940484548,1.7060519037933437,Iris-virginica
+19,5.1089477161730255,3.054051683825924,1.5100231286062953,0.26153084514517616,Iris-setosa
+20,5.1089477161730255,3.0540000010416213,4.899491360013292,1.665427477529376,Iris-versicolor
+21,5.1089477161730255,3.0540004751901866,1.5100225129947387,1.6654274882166331,Iris-setosa
+22,5.1089477161730255,3.054000090834221,4.899491521330469,1.6654274871207253,Iris-setosa
+23,6.181882691148158,3.0540019864523735,5.31362976115735,2.6950552188847388,Iris-virginica
+24,6.179400470361566,3.05400000173292,4.904097638207191,1.68645091655047,Iris-virginica
+25,6.185873434271744,3.0540013875666636,5.436590212968089,2.853009221134558,Iris-virginica
+26,5.1089477161730255,3.0540000006343737,4.899491298362593,1.6654274751437417,Iris-versicolor
+27,5.1089477161730255,3.0540001234595002,4.899491346680044,1.6654274761664636,Iris-setosa
+28,6.1796596072455285,3.054002723024626,5.065488842872913,2.210815682662644,Iris-virginica
+29,6.179767970030441,3.054000000088093,4.912201957575843,1.7010048164466276,Iris-virginica
+30,5.1089477161730255,3.0543071757464997,1.5100224910520157,0.26153081057657074,Iris-setosa
+31,5.1089477161730255,3.0540000021073697,4.899491301200621,1.6654274751622513,Iris-setosa
+0,6.1825434841000435,3.0540050521818047,5.4428092656721745,2.819995048401664,Iris-virginica
+1,6.181421926384001,3.0540000223774597,5.016690768403513,2.2286573763034423,Iris-virginica
+2,6.183491185710178,3.0540004751920042,5.2515626266297035,2.672300389327482,Iris-virginica
+3,6.179366488627327,3.054000007976678,4.8994956763034425,1.665428627340016,Iris-versicolor
+4,5.10894771617303,3.0540000292167893,4.899491818675004,1.6654275292521994,Iris-setosa
+5,6.179366488625381,3.054000000001501,4.89949160140174,1.6654275089613113,Iris-versicolor
+6,5.1089477161730255,3.054000000355838,4.8994912980217835,1.6654274751434912,Iris-versicolor
+7,5.1089477161730255,3.054000418609078,1.5100224077690338,1.665427475985594,Iris-setosa
+8,5.1089477161730255,3.0540000000145984,4.8994912995430155,1.6654274751849456,Iris-versicolor
+9,6.179366488635273,3.054123011968298,1.5101461444889608,0.2615673373447904,Iris-setosa
+10,5.1089477161730255,3.054000853646249,1.510022393426153,1.6654274753385938,Iris-setosa
+11,5.1089477161730255,3.0540000065024815,4.899491304979476,1.6654274751979306,Iris-setosa
+12,6.17940789096366,3.054004947650753,4.9898409214782316,1.9769965443248796,Iris-virginica
+13,5.1089477161730255,3.0540000003108214,4.899491298548411,1.6654274751453613,Iris-versicolor
+14,5.1089477161730255,3.0540082508004702,1.510022431016103,1.6654274772956021,Iris-setosa
+15,6.19276054858227,3.054000000035553,4.9790078067276395,1.7760336141728683,Iris-virginica
+16,6.180017417848621,3.054007861521035,5.243219686858089,2.548774305965763,Iris-virginica
+17,5.1089477161730255,3.0540001230588896,1.5100224075540372,1.6654274759619545,Iris-setosa
+18,6.179758908103976,3.054000000108469,4.9111206565757985,1.6985897755198758,Iris-virginica
+19,5.1089477161730255,3.054000000852823,4.899491300164786,1.6654274751540883,Iris-versicolor
+20,5.1089477161730255,3.054000002088515,4.899491303984505,1.6654274751980722,Iris-setosa
+21,5.1089477161730255,3.0540000077105116,4.899491347015605,1.665427476433382,Iris-setosa
+22,5.1089477161730255,3.0540000001630054,4.899491305175078,1.6654274752582061,Iris-versicolor
+23,6.182971872416393,3.054000002805498,4.985891373014926,2.0742400102472565,Iris-virginica
+24,6.179366489236322,3.0540000585405784,4.899580438380473,1.6655165425262661,Iris-versicolor
+25,5.1089477161730255,3.054000000028715,4.89949129690842,1.6654274751429665,Iris-versicolor
+26,5.1089477161730255,3.0540002351048106,1.5100224000868434,1.6654274755977763,Iris-setosa
+27,6.179366584248917,3.0540000001330294,4.899651929125691,1.6656473785000727,Iris-versicolor
+28,6.180486768148443,3.054002699732398,5.237421014161505,2.5987341176627656,Iris-virginica
+29,5.108947716173026,3.054000835924252,1.5100228658538906,1.6654275628810267,Iris-setosa
+30,5.1089477161730255,3.054000024743055,4.899491323719267,1.6654274755540228,Iris-setosa
+31,6.197525846066348,3.05400000000927,4.976540075278456,1.7273770034644698,Iris-virginica
+0,5.1089477161730255,3.0540000002414196,4.899491297168776,1.6654274751392442,Iris-versicolor
+1,6.179366492263942,3.0540000000163587,4.899507047874502,1.6654349223923837,Iris-versicolor
+2,6.1793664916210185,3.0540075099566066,4.900578171348599,1.6665299913319356,Iris-setosa
+3,6.1805281429051755,3.05403786626664,5.483799092922641,2.7821457823821785,Iris-virginica
+4,5.1089477161730255,3.054019157274195,1.5100225141531767,1.665427483186705,Iris-setosa
+5,6.179366488679821,3.0540151447473876,4.899745402131479,1.6655570709887644,Iris-setosa
+6,6.192693920625012,3.0540000057975636,5.108960978298099,2.376107205990285,Iris-virginica
+7,5.1089477161730255,3.0546415420936146,1.5100226798082088,0.26153081616326773,Iris-setosa
+8,5.1089477161730255,3.0540000072249347,4.899491302331525,1.6654274751661777,Iris-setosa
+9,6.1793678610848115,3.0540000000004737,4.899627969006829,1.6655162877463008,Iris-versicolor
+10,5.1089477161730255,3.0540000035130483,4.8994913090774945,1.6654274752690894,Iris-setosa
+11,6.179426077783249,3.0540000025795764,4.907476069500885,1.7055383689331574,Iris-virginica
+12,6.179687190198815,3.054002402447261,5.08490617941061,2.280070608000934,Iris-virginica
+13,6.179410060030388,3.054006304156854,4.991476203709599,1.9793479243906802,Iris-virginica
+14,6.179432889337264,3.0540000000107894,4.901667025113889,1.6685590288477354,Iris-virginica
+15,5.108947716173031,3.054000000012586,4.899491362552582,1.6654274787419012,Iris-versicolor
+16,5.1089477161730255,3.0540000007677857,4.899491304502363,1.6654274752174643,Iris-versicolor
+17,5.1089477161730255,3.0540002012734666,1.5100223933986845,1.6654274753320852,Iris-setosa
+18,6.179380060098047,3.0540017329190188,4.936198293225647,1.7945910814052444,Iris-virginica
+19,6.182112427332891,3.0540000478882785,5.060481978407759,2.3475074271766982,Iris-virginica
+20,6.17936660072544,3.054037418689227,4.915015481347482,1.6924619559881244,Iris-setosa
+21,6.179366535979218,3.0545157530656772,1.5219578783348484,0.2759183206005392,Iris-setosa
+22,6.183632788245993,3.054000052315842,5.113774962230238,2.484379270067367,Iris-virginica
+23,6.179366488623992,3.0545938329191284,1.5101162022852328,0.2615499819284764,Iris-setosa
+24,5.108947716173026,3.0563024308581115,1.510027151026221,0.26153107266767367,Iris-setosa
+25,5.1089477161730255,3.054000008705764,4.899491386320064,1.6654274785189573,Iris-setosa
+26,5.1089477161730255,3.0540000008236916,4.899491302363739,1.6654274751838567,Iris-versicolor
+27,5.108947716173582,3.054000000509617,4.899492334894682,1.665427663201818,Iris-versicolor
+28,6.181312789883434,3.054000128056221,5.080827022533114,2.366778318891392,Iris-virginica
+29,5.1089477161730255,3.0540000001186915,4.8994913000048035,1.6654274751743918,Iris-versicolor
+30,6.1794028871799425,3.054063178801704,5.068221137825865,2.112337316103403,Iris-virginica
+31,5.108947716173027,3.05445693047073,1.5100284393809966,0.2615312661427675,Iris-setosa
+0,5.1089477161730255,3.054000001646021,4.899491306880561,1.6654274752410374,Iris-setosa
+1,6.182038347757265,3.0540149372197307,5.519743359535656,2.8543435151943415,Iris-virginica
+2,6.1793738885607254,3.0540103178073763,4.956589715851623,1.8352550762414945,Iris-virginica
+3,5.1089477161730255,3.054000053230181,4.899491310505443,1.6654274752541607,Iris-setosa
+4,6.182197721547972,3.0540152637157614,5.57869346360545,2.900432516854843,Iris-virginica
+5,6.188627749582532,3.054000000023479,4.958504163325981,1.7429709910614835,Iris-virginica
+6,6.179366537874922,3.054000000051822,4.899559064558274,1.6654861694624272,Iris-versicolor
+7,5.1089477161730255,3.0540665555156528,1.5100225907665545,0.2615308145873634,Iris-setosa
+8,6.180619432942717,3.0540000203158075,4.982189685166539,2.0668059929812688,Iris-virginica
+9,5.1089477161730255,3.0540012440121584,1.5100224082848563,1.6654274759754648,Iris-setosa
+10,5.1089477161730255,3.054042788244099,1.5100224610258373,0.26153081017070445,Iris-setosa
+11,6.179373269533599,3.0540000000906966,4.9004775825231786,1.667848122520822,Iris-virginica
+12,5.1089477161730255,3.054000001547158,4.899491394688736,1.6654274794589425,Iris-versicolor
+13,6.188772942587751,3.054001629806269,5.531348509198869,2.9178095566839772,Iris-virginica
+14,6.179366488622873,3.054000000003389,4.899491523823093,1.6654274960149227,Iris-versicolor
+15,6.187809800913416,3.0540001220386066,5.246130279365098,2.68685922887839,Iris-virginica
+16,6.17936649541217,3.054000000000551,4.8995007722828126,1.6654306127070178,Iris-versicolor
+17,5.1089477161730255,3.0540073738168916,1.5100224219463811,1.6654274768113546,Iris-setosa
+18,5.1089477161730255,3.0540000005872305,4.899491299578079,1.6654274751506395,Iris-versicolor
+19,6.18072068592282,3.0540032060593973,5.299701715540516,2.6837396117808674,Iris-virginica
+20,5.1089477161730255,3.054150928714474,1.510022547826438,0.2615308126143049,Iris-setosa
+21,6.179366490048824,3.054178461572217,1.511592313361412,0.26270015419250786,Iris-setosa
+22,5.108947716173048,3.054000000006071,4.899491384340959,1.6654274802973696,Iris-versicolor
+23,6.220292566354759,3.0540000003969237,5.135831105069332,2.116749569723162,Iris-virginica
diff --git a/iris/lct_gan/4/9/test.csv b/iris/lct_gan/4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/train.csv b/iris/lct_gan/4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/9/val.csv b/iris/lct_gan/4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/ae_state.json b/iris/lct_gan/4/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e96b0655f9d21184ba36bb39220df7c32bb75d31
--- /dev/null
+++ b/iris/lct_gan/4/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05fa5bfd79261224a9033f786a1d302c61effc82b02681872f7618a9ce929caa
+size 93711
diff --git a/iris/lct_gan/4/d_state.json b/iris/lct_gan/4/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..11471b9c55562160792e7ef6a69a623f6968bba8
--- /dev/null
+++ b/iris/lct_gan/4/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88b4149b2e94105b87d78393bd23aab1e8961ef268abb47a1592ccf707578411
+size 10583
diff --git a/iris/lct_gan/4/g_state.json b/iris/lct_gan/4/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f42b941c7b7f7cad5602d5858985f05e2a74b70
--- /dev/null
+++ b/iris/lct_gan/4/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b841cf8445532de602cd9794dbeb142eaf4e57f721ebffcec475a68c269a6c21
+size 17988
diff --git a/iris/lct_gan/4/lct_gan_eval.ipynb b/iris/lct_gan/4/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..a343ff73275a300a46c648c189e87f97051b8e8d
--- /dev/null
+++ b/iris/lct_gan/4/lct_gan_eval.ipynb
@@ -0,0 +1,1885 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9ffcdf5d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:04.452763Z",
+     "iopub.status.busy": "2024-07-21T13:20:04.452384Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.700697Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.699282Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.261864,
+     "end_time": "2024-07-21T13:20:16.703463",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:04.441599",
+     "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... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 39%\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",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "2f665714",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.730459Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.729445Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.738726Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.737896Z"
+    },
+    "papermill": {
+     "duration": 0.025333,
+     "end_time": "2024-07-21T13:20:16.740967",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.715634",
+     "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": "0e23b4f5",
+   "metadata": {
+    "papermill": {
+     "duration": 0.01123,
+     "end_time": "2024-07-21T13:20:16.763396",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.752166",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "75f581e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.788092Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.787342Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.792214Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.791232Z"
+    },
+    "papermill": {
+     "duration": 0.019649,
+     "end_time": "2024-07-21T13:20:16.794443",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.774794",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "ab0cc8cd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.819380Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.818677Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.826548Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.825591Z"
+    },
+    "papermill": {
+     "duration": 0.022777,
+     "end_time": "2024-07-21T13:20:16.828809",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.806032",
+     "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": "83c8f731",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.855663Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.855300Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.861318Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.860360Z"
+    },
+    "papermill": {
+     "duration": 0.022206,
+     "end_time": "2024-07-21T13:20:16.863646",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.841440",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/4\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "ca7859a8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.888624Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.888254Z",
+     "iopub.status.idle": "2024-07-21T13:20:16.894609Z",
+     "shell.execute_reply": "2024-07-21T13:20:16.893681Z"
+    },
+    "papermill": {
+     "duration": 0.021929,
+     "end_time": "2024-07-21T13:20:16.897158",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.875229",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_nogp_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": "d727f2b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:16.923287Z",
+     "iopub.status.busy": "2024-07-21T13:20:16.922946Z",
+     "iopub.status.idle": "2024-07-21T13:20:18.170220Z",
+     "shell.execute_reply": "2024-07-21T13:20:18.169039Z"
+    },
+    "papermill": {
+     "duration": 1.263196,
+     "end_time": "2024-07-21T13:20:18.172731",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:16.909535",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'final'...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "remote: Repository not found\r\n",
+      "fatal: repository 'https://huggingface.co/linearch/mlu_est_eval_5_nogp_iris/' not found\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": "1d8fa915",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:18.197259Z",
+     "iopub.status.busy": "2024-07-21T13:20:18.196929Z",
+     "iopub.status.idle": "2024-07-21T13:20:19.286575Z",
+     "shell.execute_reply": "2024-07-21T13:20:19.285373Z"
+    },
+    "papermill": {
+     "duration": 1.104874,
+     "end_time": "2024-07-21T13:20:19.289124",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:18.184250",
+     "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": "164c66a1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:19.317215Z",
+     "iopub.status.busy": "2024-07-21T13:20:19.316824Z",
+     "iopub.status.idle": "2024-07-21T13:20:19.327220Z",
+     "shell.execute_reply": "2024-07-21T13:20:19.326264Z"
+    },
+    "papermill": {
+     "duration": 0.027628,
+     "end_time": "2024-07-21T13:20:19.329561",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:19.301933",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e782716d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:19.355630Z",
+     "iopub.status.busy": "2024-07-21T13:20:19.355319Z",
+     "iopub.status.idle": "2024-07-21T13:20:19.744828Z",
+     "shell.execute_reply": "2024-07-21T13:20:19.744003Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.404965,
+     "end_time": "2024-07-21T13:20:19.747428",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:19.342463",
+     "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": "dc57311b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:19.776796Z",
+     "iopub.status.busy": "2024-07-21T13:20:19.775817Z",
+     "iopub.status.idle": "2024-07-21T13:20:21.560606Z",
+     "shell.execute_reply": "2024-07-21T13:20:21.559657Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.802794,
+     "end_time": "2024-07-21T13:20:21.563440",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:19.760646",
+     "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": "c3d184f4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:21.595094Z",
+     "iopub.status.busy": "2024-07-21T13:20:21.594007Z",
+     "iopub.status.idle": "2024-07-21T13:20:21.603111Z",
+     "shell.execute_reply": "2024-07-21T13:20:21.602323Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.026948,
+     "end_time": "2024-07-21T13:20:21.605285",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:21.578337",
+     "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": "0c4b3f97",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:21.631415Z",
+     "iopub.status.busy": "2024-07-21T13:20:21.630654Z",
+     "iopub.status.idle": "2024-07-21T13:20:21.635507Z",
+     "shell.execute_reply": "2024-07-21T13:20:21.634642Z"
+    },
+    "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": 0.019783,
+     "end_time": "2024-07-21T13:20:21.637403",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:21.617620",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "07f9d9b4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:21.662960Z",
+     "iopub.status.busy": "2024-07-21T13:20:21.662624Z",
+     "iopub.status.idle": "2024-07-21T13:20:21.789214Z",
+     "shell.execute_reply": "2024-07-21T13:20:21.788075Z"
+    },
+    "papermill": {
+     "duration": 0.142334,
+     "end_time": "2024-07-21T13:20:21.791725",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:21.649391",
+     "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": "2a8f90a5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:21.821470Z",
+     "iopub.status.busy": "2024-07-21T13:20:21.820703Z",
+     "iopub.status.idle": "2024-07-21T13:20:26.688513Z",
+     "shell.execute_reply": "2024-07-21T13:20:26.687599Z"
+    },
+    "papermill": {
+     "duration": 4.885592,
+     "end_time": "2024-07-21T13:20:26.691083",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:21.805491",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-21 13:20:23.784215: 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",
+      "2024-07-21 13:20:23.784270: 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",
+      "2024-07-21 13:20:23.785746: 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"
+     ]
+    }
+   ],
+   "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": "3adaf317",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:26.723562Z",
+     "iopub.status.busy": "2024-07-21T13:20:26.722711Z",
+     "iopub.status.idle": "2024-07-21T13:20:26.729296Z",
+     "shell.execute_reply": "2024-07-21T13:20:26.728334Z"
+    },
+    "papermill": {
+     "duration": 0.024487,
+     "end_time": "2024-07-21T13:20:26.731501",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:26.707014",
+     "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": "6eb9e2dc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:26.758912Z",
+     "iopub.status.busy": "2024-07-21T13:20:26.758505Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.047654Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.046449Z"
+    },
+    "papermill": {
+     "duration": 3.305881,
+     "end_time": "2024-07-21T13:20:30.050377",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:26.744496",
+     "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": "ec5dc0ef",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.080682Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.080267Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.087180Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.086195Z"
+    },
+    "papermill": {
+     "duration": 0.024934,
+     "end_time": "2024-07-21T13:20:30.089538",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.064604",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, None, 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": "05a5ddd5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.119200Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.118807Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.662809Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.661731Z"
+    },
+    "papermill": {
+     "duration": 0.562037,
+     "end_time": "2024-07-21T13:20:30.665443",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.103406",
+     "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": "1e2112c5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.697380Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.696350Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.702962Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.702093Z"
+    },
+    "papermill": {
+     "duration": 0.0256,
+     "end_time": "2024-07-21T13:20:30.705172",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.679572",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "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": "68fdc1ad",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.734686Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.734075Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.829064Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.828180Z"
+    },
+    "papermill": {
+     "duration": 0.112239,
+     "end_time": "2024-07-21T13:20:30.831346",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.719107",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "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": "42224765",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.860999Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.860640Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.866767Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.865878Z"
+    },
+    "papermill": {
+     "duration": 0.02346,
+     "end_time": "2024-07-21T13:20:30.868948",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.845488",
+     "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": "6a0d6537",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.897928Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.897309Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.901953Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.900975Z"
+    },
+    "papermill": {
+     "duration": 0.0217,
+     "end_time": "2024-07-21T13:20:30.904242",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.882542",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "3217d261",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.933727Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.932756Z",
+     "iopub.status.idle": "2024-07-21T13:20:30.939617Z",
+     "shell.execute_reply": "2024-07-21T13:20:30.938632Z"
+    },
+    "papermill": {
+     "duration": 0.023564,
+     "end_time": "2024-07-21T13:20:30.941906",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.918342",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "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": "06f6c171",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:30.973612Z",
+     "iopub.status.busy": "2024-07-21T13:20:30.973241Z",
+     "iopub.status.idle": "2024-07-21T13:20:31.238734Z",
+     "shell.execute_reply": "2024-07-21T13:20:31.237747Z"
+    },
+    "papermill": {
+     "duration": 0.284355,
+     "end_time": "2024-07-21T13:20:31.241358",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:30.957003",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "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": "84bfc782",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:31.271737Z",
+     "iopub.status.busy": "2024-07-21T13:20:31.271364Z",
+     "iopub.status.idle": "2024-07-21T13:20:31.279024Z",
+     "shell.execute_reply": "2024-07-21T13:20:31.278070Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.02534,
+     "end_time": "2024-07-21T13:20:31.281300",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:31.255960",
+     "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": "4555538d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:31.312373Z",
+     "iopub.status.busy": "2024-07-21T13:20:31.312052Z",
+     "iopub.status.idle": "2024-07-21T13:20:47.777822Z",
+     "shell.execute_reply": "2024-07-21T13:20:47.776217Z"
+    },
+    "papermill": {
+     "duration": 16.484419,
+     "end_time": "2024-07-21T13:20:47.780707",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:31.296288",
+     "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.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": "085cdeca",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:47.814904Z",
+     "iopub.status.busy": "2024-07-21T13:20:47.814500Z",
+     "iopub.status.idle": "2024-07-21T13:20:52.031790Z",
+     "shell.execute_reply": "2024-07-21T13:20:52.031014Z"
+    },
+    "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": 4.237033,
+     "end_time": "2024-07-21T13:20:52.033969",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:47.796936",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.009754] [G loss: -0.497594]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 20/179] [D loss: -0.030449] [G loss: -0.486823]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.060865] [G loss: -0.473186]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.105016] [G loss: -0.457858]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.136196] [G loss: -0.442922]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.163124] [G loss: -0.438523]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.183205] [G loss: -0.417610]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.243698] [G loss: -0.347455]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.332138] [G loss: -0.300587]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.338536] [G loss: -0.325027]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.310063] [G loss: -0.366961]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.329711] [G loss: -0.356642]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 130/179] [D loss: -0.378463] [G loss: -0.301373]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.423748] [G loss: -0.248103]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.496905] [G loss: -0.214671]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.488858] [G loss: -0.231297]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 170/179] [D loss: -0.489063] [G loss: -0.234115]\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": "2029976a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:52.067446Z",
+     "iopub.status.busy": "2024-07-21T13:20:52.067103Z",
+     "iopub.status.idle": "2024-07-21T13:20:52.100353Z",
+     "shell.execute_reply": "2024-07-21T13:20:52.099431Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.052627,
+     "end_time": "2024-07-21T13:20:52.102720",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:52.050093",
+     "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": "6a256512",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:20:52.134937Z",
+     "iopub.status.busy": "2024-07-21T13:20:52.134634Z",
+     "iopub.status.idle": "2024-07-21T13:20:53.237167Z",
+     "shell.execute_reply": "2024-07-21T13:20:53.236242Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 1.121275,
+     "end_time": "2024-07-21T13:20:53.239583",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:52.118308",
+     "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": "e120d48b",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.015721,
+     "end_time": "2024-07-21T13:20:53.272349",
+     "exception": false,
+     "start_time": "2024-07-21T13:20:53.256628",
+     "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": 53.065625,
+   "end_time": "2024-07-21T13:20:55.963977",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-21T13:20:02.898352",
+   "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
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diff --git a/iris/lct_gan/4/params.json b/iris/lct_gan/4/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
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