diff --git a/iris/lct_gan/2/0/synth.csv b/iris/lct_gan/2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27dcade57e4c571583695112af7dd449a664cb77
--- /dev/null
+++ b/iris/lct_gan/2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489206051,3.0540000010471653,4.900204532002761,1.6655372397502741,Iris-virginica
+1,6.179366489229833,3.054000001776612,4.902974852399698,1.6660768290895251,Iris-virginica
+2,6.179366488973477,3.0540000008088826,4.902990965512731,1.66597868888173,Iris-virginica
+3,6.179366489061106,3.054000000924977,4.900860137635877,1.6656426436276992,Iris-virginica
+4,5.108947717346853,3.075958404275269,1.510026008103314,0.2615308199108306,Iris-setosa
+5,6.179366489234472,3.054000004463174,4.909152968252393,1.667984897980086,Iris-virginica
+6,6.179366492812008,3.0540001567159303,4.899496172050456,1.6654288010238487,Iris-versicolor
+7,5.108947716340844,3.066332366578282,1.5100228527939148,0.26153080908182086,Iris-setosa
+8,5.108947716410561,3.0593908418515827,1.5100227335032024,0.26153080909039433,Iris-setosa
+9,5.108947716326991,3.0634748734449113,1.510022731731294,0.2615308088905328,Iris-setosa
+10,5.10894771647473,3.078780440717324,1.510023661591173,0.2615308106662199,Iris-setosa
+11,5.108947716451898,3.0663498357281846,1.5100229396347555,0.2615308091912429,Iris-setosa
+12,6.179366488894998,3.054000000257583,4.9011934621014905,1.6656061168649239,Iris-virginica
+13,6.179366489016698,3.0540000006143733,4.902815575408838,1.665870710096603,Iris-virginica
+14,6.1793664903606835,3.054000013328871,4.901114237015848,1.6660432344310947,Iris-virginica
+15,6.179366489034591,3.0540000001819565,4.899543038816042,1.6654309175064772,Iris-virginica
+16,5.108947716522677,3.054003564998132,4.899491312001113,0.2615308084384533,Iris-setosa
+17,6.179366489013522,3.054000000766391,4.900658615949145,1.6656056362865168,Iris-virginica
+18,6.1793664892367035,3.054000002242757,4.90941932805149,1.6674459419648717,Iris-virginica
+19,5.108947716905874,3.06717209079239,1.5100242027264645,0.26153081436827563,Iris-setosa
+20,6.179366488959321,3.0540000003566923,4.901787787672515,1.6656885606590641,Iris-virginica
+21,5.108947716340591,3.066655494334315,1.5100228760494467,0.26153080913362275,Iris-setosa
+22,5.108947716435812,3.066382176435753,1.5100229507692646,0.2615308091815829,Iris-setosa
+23,5.108947716394948,3.0693721966804888,1.5100230306235938,0.2615308094434982,Iris-setosa
+24,5.108947716371578,3.054058500354806,4.899491322196846,0.2615308084241256,Iris-setosa
+25,5.108947716387434,3.06914806157886,1.5100229848119808,0.26153080920121163,Iris-setosa
+26,6.179366488946627,3.054000000156394,4.899543824554791,1.6654311559604391,Iris-virginica
+27,6.179366488950883,3.054000000159923,4.900631447666271,1.6655173041706512,Iris-virginica
+28,6.179366507596911,3.0540275364517453,4.899529277304,0.26154066560662576,Iris-setosa
+29,6.179366488998724,3.0540000005212486,4.902545930218416,1.6658193435191944,Iris-virginica
+30,6.179366491538269,3.0542014327708236,1.5100235260077355,0.26153084259535453,Iris-setosa
+31,5.108947716577451,3.0833615534212826,1.510024196498517,0.26153081176691884,Iris-setosa
+0,6.179366488731788,3.05400000003035,4.899582101247083,1.6654317271793901,Iris-virginica
+1,5.108947716500392,3.0726916168965395,1.5100232005811194,0.26153080948547014,Iris-setosa
+2,6.17936653625007,3.054013250579576,4.89998885042012,1.6658192620803478,Iris-virginica
+3,5.108947716442587,3.081190713309749,1.5100235371491462,0.2615308099202007,Iris-setosa
+4,5.108947716488349,3.0798899514890756,1.5100237748793865,0.26153081089367564,Iris-setosa
+5,5.108947716645257,3.0541346138837087,1.510022455346721,0.2615308087075365,Iris-setosa
+6,5.1089477164659085,3.088418253307168,1.5100242164200277,0.2615308117141424,Iris-setosa
+7,6.179366489019604,3.0540000011117225,4.904577362012293,1.666306145077581,Iris-virginica
+8,6.179366489397995,3.0540000151075093,4.935056821803847,1.6790910976949236,Iris-virginica
+9,6.179366498887051,3.054000207649329,4.899741931335977,1.6655393061558579,Iris-virginica
+10,5.108947716349174,3.057874100338563,1.5100225752757275,0.2615308087190789,Iris-setosa
+11,6.179366493622555,3.0540004898173,4.936968695995255,1.7089938760283683,Iris-virginica
+12,6.179366489410862,3.0540000003258814,4.899496676197068,1.6654278433460732,Iris-versicolor
+13,5.108947716516077,3.0766290499468627,1.5100235733270744,0.2615308103676,Iris-setosa
+14,5.108947716807338,3.0550773670771054,1.5100226964656132,0.26153080974824433,Iris-setosa
+15,5.108947716546626,3.0999191488827487,1.5100245587430998,0.26153081145449397,Iris-setosa
+16,5.108947716572622,3.054041772893027,4.8994913512313225,0.26153080850975363,Iris-setosa
+17,5.10894771647551,3.0606287277728894,1.510022745683688,0.2615308090321133,Iris-setosa
+18,5.108947716566561,3.086053818115539,1.5100241211206067,0.26153081145441814,Iris-setosa
+19,6.179366493387037,3.0540000338867053,4.899508615886358,1.6654314933226926,Iris-versicolor
+20,6.1793664894312865,3.0540000085004952,4.934454695480328,1.6761796785622143,Iris-virginica
+21,6.179366488813748,3.0540000001681333,4.900146570015894,1.6654892714349512,Iris-virginica
+22,5.108947716425422,3.0658355221246456,1.510022937544103,0.261530809260364,Iris-setosa
+23,5.108947716468401,3.0541929464366824,1.510022422092816,0.2615308084634976,Iris-setosa
+24,5.108947716564442,3.101107331200745,1.5100243485328144,0.26153081070454604,Iris-setosa
+25,6.179366488774704,3.0540000000614667,4.89975667761229,1.6654439686853981,Iris-virginica
+26,6.1793664889368705,3.054000000263933,4.901355990089857,1.6656179887625118,Iris-virginica
+27,5.1089477164818735,3.0684352909624355,1.5100230959786853,0.2615308094613479,Iris-setosa
+28,6.179366489054838,3.05400000056971,4.902850776309349,1.6658490220779036,Iris-virginica
+29,5.108947716534962,3.0868480132269074,1.510024240125557,0.26153081187481786,Iris-setosa
+30,6.179366491091406,3.0540000091134227,4.899636676358877,1.6654630299842752,Iris-virginica
+31,5.108947716491575,3.0540301638179126,4.899491329447436,0.2615308084482179,Iris-setosa
+0,5.10894771637597,3.054835695158981,1.510022446832091,0.26153080848269966,Iris-setosa
+1,6.179366489760336,3.0540000031018515,4.900309026529607,1.6655990826387292,Iris-virginica
+2,6.1793664993628035,3.0540266470888273,4.899536694497022,0.2615451038240531,Iris-setosa
+3,5.108947716362493,3.0547172231789013,1.5100224388310972,0.2615308084686596,Iris-setosa
+4,5.108947716313769,3.061803482623853,1.5100226816382298,0.26153080887315017,Iris-setosa
+5,6.1793664898567835,3.054000001890631,4.899579552226675,1.6654413381421558,Iris-virginica
+6,6.179366488897356,3.054000000081376,4.900074282808287,1.6654628784685122,Iris-virginica
+7,5.108947716435242,3.0812984260499015,1.5100235300010996,0.26153080983390625,Iris-setosa
+8,5.1089477164013,3.067248754778969,1.510022943330405,0.2615308091734983,Iris-setosa
+9,6.179366489633397,3.0540000323936844,4.99860322194964,1.7079941897441353,Iris-virginica
+10,6.179366489058424,3.054000000450569,4.899832840182458,1.6654653517656408,Iris-virginica
+11,6.179366489005067,3.054000001312853,4.903384980313474,1.6661689477676416,Iris-virginica
+12,6.179366489177899,3.0540000019148335,4.901402956998356,1.6658433016298069,Iris-virginica
+13,5.10894771769135,3.0540061654615616,4.899491430958826,0.26153080920517746,Iris-setosa
+14,5.108947716298964,3.0601815776655727,1.5100225980627457,0.26153080869001555,Iris-setosa
+15,5.108947716287143,3.0541700435335413,1.5100223983335812,0.26153080841878296,Iris-setosa
+16,5.10894771632643,3.064912305484247,1.5100227828615076,0.2615308089215055,Iris-setosa
+17,5.108947716345079,3.0746554384857245,1.5100231380009281,0.2615308094883197,Iris-setosa
+18,6.179366488944654,3.054000000294227,4.901343007009707,1.6656222829474938,Iris-virginica
+19,6.179366489067286,3.0540000016971702,4.904624264236964,1.6664622545013277,Iris-virginica
+20,6.17936648885602,3.0540000000902348,4.900108964528248,1.6654692193971408,Iris-virginica
+21,6.1793664996279825,3.0540212011008903,4.899500741030972,0.26153175530178874,Iris-setosa
+22,6.179366490511175,3.0540000034989987,4.89953703260621,1.6654350986201847,Iris-virginica
+23,6.179366488830754,3.054000000120555,4.8995974383618055,1.6654353386409522,Iris-virginica
+24,6.179366489084684,3.054000000474531,4.9024756147927775,1.6657672477646088,Iris-virginica
+25,6.179366489308463,3.0540000062916715,4.915103692111284,1.6699451894863087,Iris-virginica
+26,5.108947719808197,3.0561919764386403,1.5100248415094852,0.26153083042205916,Iris-setosa
+27,6.179366490329015,3.0540002266632893,4.899491380353277,1.6654274781497902,Iris-versicolor
+28,6.179366489438854,3.0540000133414362,4.938802111633703,1.6793200583598125,Iris-virginica
+29,6.179366488863225,3.054000000105487,4.900230255012444,1.6654810235086779,Iris-virginica
+30,5.108947716336017,3.0649362657973978,1.5100227737770169,0.2615308089811465,Iris-setosa
+31,6.179366494148874,3.070801348944877,1.5100343545173205,0.26153091985675403,Iris-setosa
+0,5.108947716449165,3.0863084063034787,1.5100236818178498,0.2615308100205412,Iris-setosa
+1,5.108947716373087,3.054066425276326,4.899491321095731,0.26153080842033194,Iris-setosa
+2,6.179366489836696,3.0540743010515237,1.5100226417081397,0.26153081290450403,Iris-setosa
+3,6.179366488808755,3.05400000005285,4.899532816438284,1.6654294221957824,Iris-virginica
+4,5.108947717114464,3.07445907918755,1.5100253376862485,0.2615308170537265,Iris-setosa
+5,5.10894771702411,3.0545617358112973,1.5100226036397024,0.26153080929593014,Iris-setosa
+6,5.108947716282639,3.0571865260448594,1.510022511927695,0.26153080859569783,Iris-setosa
+7,5.10894771647929,3.0944660920004785,1.510024164119511,0.2615308109116028,Iris-setosa
+8,6.179366490619609,3.054000034734331,4.8994913704644505,1.6654274800483126,Iris-versicolor
+9,6.179366491074148,3.0540002197055363,4.99666087170851,1.751861880213512,Iris-virginica
+10,5.108947716428457,3.0540662987724976,4.899491327872502,0.2615308084266799,Iris-setosa
+11,6.17936648953473,3.0540000274956247,4.990204576699227,1.703176375461213,Iris-virginica
+12,5.108947716632476,3.119642770580735,1.510025912387403,0.26153081337541517,Iris-setosa
+13,5.1089477167788875,3.055315813789049,1.5100226908422465,0.26153080947862994,Iris-setosa
+14,6.1793664914184,3.054000849898272,4.899491681401495,1.6654275043593982,Iris-setosa
+15,5.108947716587583,3.0596040609481503,1.510022785325641,0.2615308091276659,Iris-setosa
+16,5.108947716504963,3.0701487568210672,1.5100233457798375,0.26153081032188186,Iris-setosa
+17,5.108947716593099,3.1073717190926016,1.5100247415756614,0.26153081124975325,Iris-setosa
+18,5.108947716305671,3.0549124723927736,1.5100224446308397,0.2615308084966205,Iris-setosa
+19,5.108947716485119,3.07579205855756,1.5100234260256011,0.26153081006923257,Iris-setosa
+20,6.179366488887451,3.054000000158028,4.899581056351647,1.6654344834812893,Iris-virginica
+21,6.1793664887931845,3.0540000000646246,4.89986287587894,1.6654506844270776,Iris-virginica
+22,6.1793664889394915,3.054000000092107,4.90020211788893,1.66547130646831,Iris-virginica
+23,6.179366489422746,3.05400002196072,4.954288856955398,1.6890277931606636,Iris-virginica
diff --git a/iris/lct_gan/2/0/test.csv b/iris/lct_gan/2/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/0/train.csv b/iris/lct_gan/2/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/0/val.csv b/iris/lct_gan/2/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/synth.csv b/iris/lct_gan/2/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6326a4a7f46ebb1539c6ef829da749865760a3c
--- /dev/null
+++ b/iris/lct_gan/2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716440544,3.0649451766576608,1.5100228776272882,0.26153080914799637,Iris-setosa
+1,6.179366488944597,3.0540000002432146,4.901067761587195,1.6655777167304218,Iris-virginica
+2,6.179366489487263,3.0540000094177904,4.938352490627228,1.6774248655243837,Iris-virginica
+3,6.179366530936049,3.0540378075205914,4.899662842689732,0.26158709245855605,Iris-setosa
+4,6.179366488982649,3.0540000002550527,4.901276471581952,1.665597835668524,Iris-virginica
+5,5.108947716508806,3.0931944067917665,1.5100240197836792,0.26153081044715454,Iris-setosa
+6,5.108947716487774,3.060307430083776,1.5100228324317586,0.26153080935142947,Iris-setosa
+7,5.108947716403981,3.0540486652858454,4.899491327455918,0.2615308084396447,Iris-setosa
+8,5.108947716539123,3.0708959264169384,1.5100235484912006,0.2615308107929123,Iris-setosa
+9,5.108947717792184,3.057552248437409,1.5100244322849368,0.261530823258782,Iris-setosa
+10,6.179366488993249,3.0540000006177843,4.902256322934021,1.6658079870441147,Iris-virginica
+11,5.108947716537394,3.0694320435313305,1.5100232334935408,0.2615308098971222,Iris-setosa
+12,5.108947716555331,3.103310813878257,1.5100247323902738,0.26153081175195986,Iris-setosa
+13,6.179366540501352,3.05435728378977,1.5101197541193827,0.2615867734725737,Iris-setosa
+14,5.108947716679903,3.112012923353953,1.5100258859532831,0.26153081437092657,Iris-setosa
+15,6.179366489185843,3.0540000012220387,4.906163471636144,1.6665070540744682,Iris-virginica
+16,5.108947716305163,3.063254623059781,1.5100227218726108,0.26153080891532393,Iris-setosa
+17,5.108947716319446,3.0540205929976905,4.899491308775864,0.26153080841926685,Iris-setosa
+18,6.17936648886229,3.0540000000590384,4.899908352567781,1.6654504995965813,Iris-virginica
+19,6.179366500550977,3.0540036170655633,4.899500742085932,1.66543099518961,Iris-setosa
+20,6.17936648942046,3.0540000162961505,4.8994913013185535,1.6654274752094842,Iris-versicolor
+21,5.10894771673553,3.054095353430548,1.5100224415912695,0.2615308086581096,Iris-setosa
+22,5.108947716483817,3.101136660568815,1.5100247036196484,0.2615308122034159,Iris-setosa
+23,6.179366494338993,3.056651575589263,1.5100263774956437,0.26153085806475784,Iris-setosa
+24,5.108947716285392,3.054409793242466,1.5100224091183179,0.26153080842752563,Iris-setosa
+25,5.108947716330691,3.054509445382032,1.510022427092401,0.26153080846174354,Iris-setosa
+26,5.108947716336957,3.062537376084375,1.5100226808553103,0.26153080879665663,Iris-setosa
+27,6.179366489323716,3.054000000483689,4.899529619483408,1.6654310217420674,Iris-virginica
+28,6.179366508806085,3.0540047824390855,4.899507045621072,1.6654333670235264,Iris-setosa
+29,6.179366488991044,3.0540000004546006,4.900271848277673,1.665519008562083,Iris-virginica
+30,6.1793664895903575,3.054000007659005,4.905471426192235,1.667283104239511,Iris-virginica
+31,6.1793664979492435,3.0556716819131853,1.5100265178584156,0.26153086985294466,Iris-setosa
+0,6.179366523559034,3.0540066730722453,4.905171940065212,1.6732646085221963,Iris-virginica
+1,5.108947716471408,3.05402783265031,4.899491332790401,0.26153080847816207,Iris-setosa
+2,6.179366488852737,3.0540000000728953,4.899537999205633,1.6654298471591598,Iris-virginica
+3,5.10894771770414,3.054036926515378,4.899491500697117,0.26153080930299644,Iris-setosa
+4,5.10894771638958,3.06738312604398,1.5100229406806818,0.2615308092470553,Iris-setosa
+5,6.1793664890409365,3.0540000005031143,4.902696528241899,1.6658163606908105,Iris-virginica
+6,6.179366500265801,3.054001314565273,4.899693694677568,1.6655633382496478,Iris-virginica
+7,6.179366488935616,3.054000000191262,4.900838804772368,1.665546295520591,Iris-virginica
+8,6.179366489154701,3.0540000032893633,4.909407365256143,1.6678481710527668,Iris-virginica
+9,5.108947716516011,3.0955371210571685,1.5100241979076219,0.26153081080965557,Iris-setosa
+10,6.179366493336655,3.0540000777752825,4.903483305595727,1.6676341671991641,Iris-virginica
+11,5.10894771638495,3.0557218832810142,1.5100225076403049,0.2615308086272041,Iris-setosa
+12,6.179366488966234,3.054000000570457,4.902861874960011,1.6658897926839642,Iris-virginica
+13,6.179366489215455,3.054000003787594,4.9054506632694705,1.6670004790708026,Iris-virginica
+14,6.179366489052828,3.054000000520765,4.902612346831162,1.6658076012100558,Iris-virginica
+15,5.108947716485883,3.089242489367498,1.510023897599441,0.2615308104021409,Iris-setosa
+16,6.17936648883642,3.054000000071148,4.899947957000696,1.6654552603391708,Iris-virginica
+17,6.179366488925388,3.054000000261744,4.90114943097897,1.665595106460335,Iris-virginica
+18,5.108947718400601,3.061545338946322,1.5100255574081922,0.2615308274235314,Iris-setosa
+19,6.179366529028861,3.0542472256097715,1.5103345862882096,0.2618598999140073,Iris-setosa
+20,5.108947716250264,3.0543694190009485,1.5100224065632386,0.26153080843158116,Iris-setosa
+21,6.179366489339227,3.0540000074859806,4.923955957431227,1.672845929552008,Iris-virginica
+22,5.108947716347808,3.0753852806039066,1.5100232105559777,0.2615308096748263,Iris-setosa
+23,6.179366489218215,3.0540000011959183,4.906075113135259,1.6664614671826772,Iris-virginica
+24,6.179366489404209,3.054000004525554,4.919145425387761,1.6702835925415078,Iris-virginica
+25,6.179366490404047,3.0540000330585597,4.912242453170178,1.6714281201718786,Iris-virginica
+26,5.1089477163312855,3.0596879812084277,1.5100226207359517,0.2615308087553836,Iris-setosa
+27,6.179366488991081,3.0540000002391254,4.901199345594033,1.6655838965751788,Iris-virginica
+28,5.108947716413713,3.0633941911191784,1.510022817247073,0.2615308090623845,Iris-setosa
+29,6.1793664887910875,3.054000000086824,4.899708914882621,1.6654426918319793,Iris-virginica
+30,5.108947716312875,3.0632806794777308,1.5100227141533655,0.2615308088330055,Iris-setosa
+31,5.108947716417884,3.054625225841599,1.5100224732381673,0.26153080862803174,Iris-setosa
+0,6.179366488816707,3.054000000114488,4.900202163910204,1.6654837465356713,Iris-virginica
+1,5.10894771624874,3.055821650705338,1.5100224538684135,0.2615308085006955,Iris-setosa
+2,6.179366489146891,3.05400000365576,4.9123359402583775,1.6687039085300313,Iris-virginica
+3,6.179366514636174,3.0540049831513456,4.912254620765078,1.6856859438018243,Iris-virginica
+4,6.179366488874614,3.054000000137683,4.900481946825133,1.6655077359027424,Iris-virginica
+5,5.108947716606174,3.0974328015313612,1.5100248908693659,0.2615308126867711,Iris-setosa
+6,6.179366488998964,3.0540000003162904,4.901702333690502,1.6656547363405378,Iris-virginica
+7,6.179366489057841,3.054000001320301,4.905139620428661,1.6664623545219954,Iris-virginica
+8,5.1089477164001424,3.068219530620534,1.510023056199828,0.2615308095365846,Iris-setosa
+9,6.179366488895872,3.0540000002575023,4.9008003402697975,1.6655616472274415,Iris-virginica
+10,6.179366493360373,3.054000025960189,4.899517977072097,1.6654335090062289,Iris-versicolor
+11,5.108947717569588,3.067730660058656,1.510024724714813,0.26153081521755495,Iris-setosa
+12,6.179366488843216,3.054000000187072,4.900394214838916,1.6655130330154024,Iris-virginica
+13,6.1793664889624695,3.0540000001923837,4.900815860675723,1.6655391126653154,Iris-virginica
+14,6.179366488893098,3.054000000176588,4.900643645648891,1.6655287895459645,Iris-virginica
+15,5.108947716483109,3.0547946238509303,1.5100225324499108,0.2615308089179058,Iris-setosa
+16,5.108947716385937,3.0694570985843153,1.5100230149642553,0.26153080932684264,Iris-setosa
+17,5.1089477164497685,3.095393967724816,1.5100243931668724,0.26153081169946224,Iris-setosa
+18,6.179366488944433,3.054000000119239,4.900355778965291,1.6654874046819883,Iris-virginica
+19,5.108947716404374,3.073207561340448,1.5100232165205683,0.2615308096720697,Iris-setosa
+20,5.1089477163277905,3.0649240699126787,1.5100227744313086,0.261530808906584,Iris-setosa
+21,5.108947716655176,3.054039247860005,4.899491352997546,0.2615308085055526,Iris-setosa
+22,5.108947716922424,3.0626961817814804,1.5100238228042566,0.2615308140990702,Iris-setosa
+23,5.108947716398106,3.0714940713331433,1.5100230960610532,0.2615308093397711,Iris-setosa
+24,6.179366488866379,3.0540000002436316,4.900376329174014,1.6655182391306658,Iris-virginica
+25,5.108947716384776,3.062330729451588,1.510022787674274,0.2615308090685853,Iris-setosa
+26,5.108947716487781,3.089430485175327,1.5100239032671674,0.26153081035742914,Iris-setosa
+27,5.108947716489233,3.084677070081036,1.5100238141739892,0.2615308105574154,Iris-setosa
+28,6.179366488994965,3.0540000004230268,4.899733401669039,1.6654571068152628,Iris-virginica
+29,5.108947716456825,3.0548260675862333,1.5100224858699942,0.26153080858481975,Iris-setosa
+30,5.1089477164544315,3.059561811235177,1.510022672422986,0.2615308088394974,Iris-setosa
+31,5.108947716444554,3.078568066019349,1.510023413028789,0.26153080974928355,Iris-setosa
+0,5.108947716354669,3.0661644270481685,1.5100228770185065,0.26153080917489185,Iris-setosa
+1,6.1793664890113105,3.054000000194151,4.900951864385922,1.6655461479620677,Iris-virginica
+2,6.179366490324677,3.0540000014876347,4.899502722247273,1.6654286339850004,Iris-versicolor
+3,6.179366493933922,3.0540000296308434,4.899497288070928,1.6654285615025155,Iris-versicolor
+4,6.179366488952166,3.0540000002716066,4.901225151705824,1.6656017033764923,Iris-virginica
+5,5.108947716663837,3.0992144197743663,1.5100259745024436,0.2615308167777735,Iris-setosa
+6,5.108947716409795,3.054186623307949,1.5100224328481682,0.26153080857427313,Iris-setosa
+7,6.179366489371036,3.054000017895498,4.959277236306572,1.6892074054021669,Iris-virginica
+8,6.179366488877111,3.054000000225035,4.899882565289536,1.6654646280718857,Iris-virginica
+9,5.108947716833866,3.0588866859847785,1.5100233480526293,0.2615308124770911,Iris-setosa
+10,6.179366488750052,3.054000000054265,4.899689447834899,1.6654398115700237,Iris-virginica
+11,5.108947716825876,3.0585888201553604,1.5100229808369707,0.2615308100881705,Iris-setosa
+12,5.108947716723373,3.0540189073825967,4.89949133587892,0.26153080847527205,Iris-setosa
+13,6.179366490746452,3.0540000056535606,4.899495562867048,1.665428122238153,Iris-versicolor
+14,6.179366493534319,3.0540010369705013,4.89949855069986,1.6654301191494938,Iris-setosa
+15,5.108947716508114,3.0842609691297707,1.5100238777902546,0.2615308107342826,Iris-setosa
+16,6.179366488906583,3.054000000095272,4.900173628179924,1.6654713150391431,Iris-virginica
+17,5.108947716287321,3.0569382941900782,1.5100225094064996,0.26153080859093186,Iris-setosa
+18,5.10894771667858,3.0545852364443995,1.5100225172347435,0.2615308087455538,Iris-setosa
+19,5.108947716899637,3.0593250194116566,1.510023224010689,0.26153081101283865,Iris-setosa
+20,6.179366489066819,3.0540000012560014,4.902671060401127,1.6659911170359518,Iris-virginica
+21,5.10894771644354,3.0540083270260077,4.899491306261364,0.26153080841499526,Iris-setosa
+22,5.108947716872657,3.054067785550941,4.899491414425108,0.2615308086736213,Iris-setosa
+23,6.179366489187814,3.054000002422604,4.910782835020734,1.6678563827393906,Iris-virginica
diff --git a/iris/lct_gan/2/1/test.csv b/iris/lct_gan/2/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/train.csv b/iris/lct_gan/2/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/1/val.csv b/iris/lct_gan/2/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/synth.csv b/iris/lct_gan/2/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..063d1a6b5a0a239988445182fc16dd2c278f7da8
--- /dev/null
+++ b/iris/lct_gan/2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664887925415,3.0540000000558076,4.899837241980514,1.6654479116382725,Iris-virginica
+1,6.17936649055213,3.054000001650082,4.89949497529199,1.6654278183277882,Iris-versicolor
+2,6.179366489294331,3.054000000231868,4.899494237942259,1.6654276542941207,Iris-versicolor
+3,6.1793664905546315,3.0540764542893153,1.5100226430806367,0.2615308120692013,Iris-setosa
+4,6.179366489185168,3.054000001469025,4.906425500159168,1.666633357950982,Iris-virginica
+5,6.179366489825099,3.054000004412851,4.901631160178181,1.6659299784087196,Iris-virginica
+6,6.179366488945077,3.0540000002665786,4.901378500257675,1.6656197305215017,Iris-virginica
+7,6.179366489303648,3.0540000037310424,4.907038599674079,1.6672381212441674,Iris-virginica
+8,6.179366489160818,3.05400000123693,4.905850963149668,1.6664670661989542,Iris-virginica
+9,6.179366503556443,3.0604044091413476,1.5100601145553068,0.26153242537296484,Iris-setosa
+10,5.1089477163139465,3.0576738764477844,1.510022538204306,0.2615308086268545,Iris-setosa
+11,6.179366489506561,3.054000006167168,4.907789581661513,1.6676462612374552,Iris-virginica
+12,6.179366489203144,3.0540000024636944,4.909267333951655,1.6675260981813247,Iris-virginica
+13,6.179366491075177,3.054010333543318,4.899491582331529,0.26153081099253217,Iris-setosa
+14,5.108947716454472,3.0774419763787657,1.510023463250556,0.2615308100745183,Iris-setosa
+15,5.108947717189379,3.055012472449312,1.510022883787571,0.26153081127984584,Iris-setosa
+16,6.179366491121386,3.0540000206099327,4.901563640227377,1.6662367913991152,Iris-virginica
+17,6.1793664896496185,3.0540000187715006,4.933206362465076,1.6784834377787312,Iris-virginica
+18,5.1089477164670685,3.0924105537520026,1.5100241112112625,0.2615308110586202,Iris-setosa
+19,5.108947717563677,3.054813001594647,1.5100230032946802,0.2615308130129831,Iris-setosa
+20,6.1793664894204445,3.054000028522893,4.9795931019671675,1.7023804874559079,Iris-virginica
+21,5.1089477163932235,3.067845817029677,1.5100229688076678,0.2615308092821997,Iris-setosa
+22,6.179366489378986,3.0540000055807286,4.910676669120425,1.6684510691287298,Iris-virginica
+23,5.108947716935034,3.0540004904721614,4.899491314089554,1.665427475289418,Iris-setosa
+24,6.179366489181845,3.05400000358259,4.914027658055506,1.6690217432168497,Iris-virginica
+25,5.108947716424207,3.0769443366288383,1.5100232868606887,0.26153080961339575,Iris-setosa
+26,5.108947716506226,3.1035751967678835,1.5100248222905266,0.26153081227109004,Iris-setosa
+27,6.179366489420201,3.054000016519408,4.960659642678971,1.6882880309220922,Iris-virginica
+28,6.179366489369113,3.05400000420036,4.908085248120511,1.6675130465547452,Iris-virginica
+29,6.179366490385182,3.054000004395186,4.899668266030604,1.6654649552961018,Iris-virginica
+30,5.108947716692927,3.0540428497446057,4.899491384640839,0.2615308086404069,Iris-setosa
+31,5.108947716961908,3.0584711513198903,1.5100234621375153,0.2615308132748805,Iris-setosa
+0,6.179366489667669,3.054000000370689,4.89949162484897,1.6654274901670658,Iris-versicolor
+1,6.17936651916935,3.0540107897889412,4.948894649308574,1.766287577471795,Iris-virginica
+2,5.108947716520891,3.093425168289211,1.510024643389816,0.2615308127459241,Iris-setosa
+3,5.1089477163031285,3.0656868983129484,1.5100227954413297,0.26153080897086034,Iris-setosa
+4,6.179366489586772,3.0540000154848403,4.922740437681987,1.6740748774807537,Iris-virginica
+5,5.1089477165394435,3.100302185471218,1.510024775754257,0.2615308122275847,Iris-setosa
+6,6.179366489140095,3.054000001056478,4.905093782849002,1.6663045175241469,Iris-virginica
+7,5.108947716254257,3.0541725052769166,1.5100223990718908,0.2615308084277677,Iris-setosa
+8,6.179366489392576,3.054000000968111,4.899728857361368,1.6654595585483025,Iris-virginica
+9,6.179366489059941,3.054000000971752,4.904434147325418,1.6662036683467993,Iris-virginica
+10,6.17936648888236,3.0540000001488434,4.9004617509118225,1.6655068320462498,Iris-virginica
+11,6.179366489452617,3.0540000115049866,4.945948765617282,1.6807074145563363,Iris-virginica
+12,5.108947717128933,3.077110247670437,1.510024633005969,0.26153081291515345,Iris-setosa
+13,5.108947716301876,3.0545267633008715,1.5100224257355541,0.26153080846262283,Iris-setosa
+14,6.179366491624968,3.054049546787867,4.899491818488268,0.2615308127729005,Iris-setosa
+15,5.108947716480507,3.0744012898036304,1.5100233098275582,0.2615308098065392,Iris-setosa
+16,5.10894771708379,3.056488869277784,1.5100233873625353,0.2615308147520265,Iris-setosa
+17,6.179366489324996,3.054000007667249,4.923273007198064,1.6726856273148887,Iris-virginica
+18,6.17936649265804,3.054000351316196,4.899492094243488,1.665427603710647,Iris-versicolor
+19,6.179366491083219,3.05400021697697,4.899491362771832,1.6654274766831392,Iris-versicolor
+20,5.108947716334377,3.0562806670679903,1.5100224974430485,0.2615308085517191,Iris-setosa
+21,6.179366500736797,3.0540001728105377,4.899530541594379,1.6654389919817083,Iris-versicolor
+22,5.108947716318717,3.0555630153004567,1.5100224642997582,0.26153080851609334,Iris-setosa
+23,6.1793664890236,3.0540000007396055,4.903520498992666,1.666017400754536,Iris-virginica
+24,5.108947716311586,3.0592623918411417,1.5100225870102042,0.2615308086717165,Iris-setosa
+25,5.108947716434296,3.054027316406397,4.899491316426229,0.2615308084221388,Iris-setosa
+26,6.179366489330042,3.054000003318173,4.90641875584407,1.6669863254835944,Iris-virginica
+27,6.179366488905533,3.0540000003237964,4.901050168660587,1.6656053025911621,Iris-virginica
+28,6.179366489413749,3.0540000269842364,4.981670063359695,1.702007240095679,Iris-virginica
+29,6.17936649641596,3.0540000714034305,4.899586045220182,1.6654554463612994,Iris-virginica
+30,5.108947716282446,3.0549189286410656,1.510022437679023,0.26153080848471205,Iris-setosa
+31,5.108947716421813,3.0721462996169495,1.5100231265323465,0.26153080937506673,Iris-setosa
+0,5.108947716437718,3.057363114422136,1.5100226043084721,0.2615308087477333,Iris-setosa
+1,5.108947716843843,3.054274208053859,1.5100225416367612,0.26153080917521715,Iris-setosa
+2,6.179366491504706,3.0540000628502963,4.9063432426526425,1.6695040418570106,Iris-virginica
+3,6.179366489851121,3.054000000704674,4.899494140875676,1.6654276930295597,Iris-versicolor
+4,5.108947716637843,3.054008201626635,4.899491326252879,0.261530808472153,Iris-setosa
+5,6.179366489818367,3.054001174996635,4.899491401381004,0.26153080966010583,Iris-setosa
+6,6.17936650937154,3.0549699116209377,1.5100414644445748,0.261532209136181,Iris-setosa
+7,6.179366488833437,3.054000000164694,4.90045821460196,1.665516290964346,Iris-virginica
+8,6.179366492653831,3.0540000283610174,4.899491985177074,1.665427565930783,Iris-versicolor
+9,5.108947717211813,3.0541331294446676,1.5100226088806115,0.26153081047924615,Iris-setosa
+10,6.17936648919585,3.0540000026289995,4.910174945387618,1.667743106529358,Iris-virginica
+11,5.108947716457545,3.086668205429069,1.5100237944917303,0.26153081031614944,Iris-setosa
+12,6.179366489324344,3.0540000068320463,4.92145094933643,1.6719499617434213,Iris-virginica
+13,5.108947716489932,3.084167713395067,1.5100238252562872,0.2615308108080819,Iris-setosa
+14,5.108947717375446,3.0545834287653113,1.510022775450404,0.26153081066926026,Iris-setosa
+15,6.1793664889002144,3.054000000045728,4.899828270958811,1.6654431988748253,Iris-virginica
+16,6.179366489040849,3.0540000003175223,4.901725870201125,1.6656528820328071,Iris-virginica
+17,6.179366491129125,3.0540021530102193,4.899491644645874,0.26153081614616197,Iris-setosa
+18,6.1793664913905655,3.0540000736011894,4.899492171326622,1.6654276437838724,Iris-versicolor
+19,5.108947716391007,3.0680465102096637,1.510022947148031,0.261530809164857,Iris-setosa
+20,6.179366488893282,3.054000000217822,4.899747787738502,1.6654511054461592,Iris-virginica
+21,5.10894771728157,3.0941046282263764,1.5100279350506691,0.26153082423156204,Iris-setosa
+22,6.1793664891357425,3.054000000783344,4.900271215118745,1.6655330636898533,Iris-virginica
+23,6.179366488989448,3.054000000587162,4.902852367414284,1.6658801260585754,Iris-virginica
+24,6.179366489232809,3.0540000038295814,4.908677903637154,1.667708195543883,Iris-virginica
+25,5.108947716717328,3.059692356947939,1.510022977237092,0.2615308098408421,Iris-setosa
+26,6.179366489096714,3.054000001842746,4.902648204340933,1.6660989662836085,Iris-virginica
+27,5.1089477164428425,3.0841550820292816,1.5100236537543774,0.2615308101597636,Iris-setosa
+28,5.108947716352091,3.070858397769497,1.5100230485249673,0.2615308093451188,Iris-setosa
+29,6.179366489083472,3.0540000011794497,4.903959492700126,1.6661795498564618,Iris-virginica
+30,6.179366489334259,3.054000000173059,4.899492583247195,1.6654275377835974,Iris-versicolor
+31,5.10894771644354,3.0597718648432184,1.5100226884652321,0.2615308089136008,Iris-setosa
+0,5.108947716408309,3.0701260940966013,1.5100230772625856,0.261530809375367,Iris-setosa
+1,6.179366505808672,3.0540005356961917,4.899553744502674,1.6654500306174749,Iris-versicolor
+2,5.108947716359119,3.0553233321764663,1.5100224779870637,0.26153080854278543,Iris-setosa
+3,5.1089477168551625,3.0542023915863306,1.5100225111623047,0.26153080909253196,Iris-setosa
+4,6.17936649641165,3.0540124180815944,4.899494985861433,0.2615310126527267,Iris-setosa
+5,6.179366488820403,3.0540000001011203,4.900150954446049,1.6654766943935677,Iris-virginica
+6,5.108947716358529,3.054917975170968,1.510022463566062,0.26153080855586186,Iris-setosa
+7,6.179366488916401,3.0540000003928993,4.901739000432099,1.6657085439422241,Iris-virginica
+8,5.108947716282528,3.0540497413670558,4.899491310571356,0.2615308084146544,Iris-setosa
+9,5.10894771643008,3.083133264747933,1.5100237810684258,0.26153081073056017,Iris-setosa
+10,5.10894771659186,3.055059698197555,1.5100225153167786,0.26153080864258593,Iris-setosa
+11,6.179366511022236,3.0540041425420985,4.899533655502108,1.6654473204323934,Iris-setosa
+12,6.17936648926843,3.0540000017582263,4.907926678547959,1.666930738360273,Iris-virginica
+13,6.1793664994797775,3.0540014292800177,4.937976294169397,1.7187700237424448,Iris-virginica
+14,5.108947716623856,3.054025749248719,4.899491342387198,0.26153080850495014,Iris-setosa
+15,6.179366489132478,3.0540000017118913,4.902646156540808,1.666039799368591,Iris-virginica
+16,6.179366489396171,3.0540000005011967,4.899525196409062,1.6654305208151003,Iris-virginica
+17,6.179366489178838,3.05400000204433,4.908464362581153,1.6672162520973168,Iris-virginica
+18,5.1089477163924775,3.059807038190106,1.5100226403791022,0.26153080876428003,Iris-setosa
+19,6.179366489236392,3.054000000383833,4.8995053650796905,1.66542871419398,Iris-versicolor
+20,6.179366489175075,3.0540000027929244,4.90662492177108,1.6670490042863684,Iris-virginica
+21,5.108947716707701,3.0673640155892827,1.5100234378068504,0.26153081063684464,Iris-setosa
+22,5.108947716866648,3.0586817724217426,1.5100230786961957,0.2615308105676157,Iris-setosa
+23,6.179366489511071,3.0540000239603464,4.972523746526859,1.6961018697915857,Iris-virginica
diff --git a/iris/lct_gan/2/10/test.csv b/iris/lct_gan/2/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/train.csv b/iris/lct_gan/2/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/10/val.csv b/iris/lct_gan/2/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/synth.csv b/iris/lct_gan/2/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..191b1f20dd3e5af4e6ae337d6ea77b8141bdae00
--- /dev/null
+++ b/iris/lct_gan/2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488882021,3.054000000075554,4.900020415053733,1.6654592683443505,Iris-virginica
+1,6.179366489310609,3.054000005424464,4.916655703781842,1.670109816368323,Iris-virginica
+2,6.179366489248742,3.0540000021245546,4.909622931639036,1.6674269798407308,Iris-virginica
+3,6.179366488860183,3.0540000000795384,4.900021403827155,1.6654605202563262,Iris-virginica
+4,6.17936648897532,3.0540000003618886,4.8998965631583165,1.6654712084294483,Iris-virginica
+5,6.179366496659716,3.0540001971539765,4.900100219264833,1.6657739197599908,Iris-virginica
+6,5.108947716399018,3.0771909380457276,1.5100232974301755,0.26153080961482955,Iris-setosa
+7,6.179366492793102,3.0540002951013068,4.94477015512514,1.7073547165263891,Iris-virginica
+8,6.1793664892693085,3.054000001926303,4.902864872303107,1.666063787046985,Iris-virginica
+9,6.179366488778029,3.054000000075217,4.899692879680868,1.6654410451263972,Iris-virginica
+10,5.108947716362702,3.0551817519289077,1.5100224649533496,0.2615308085153207,Iris-setosa
+11,5.108947716444248,3.0547342764685346,1.5100224621317266,0.2615308085207461,Iris-setosa
+12,5.1089477163499595,3.0694026079091,1.5100229692806701,0.26153080919604305,Iris-setosa
+13,6.1793664901931695,3.0540001396849057,5.021021137729855,1.760318986764737,Iris-virginica
+14,6.17936649841945,3.0540002119026144,4.899501429680619,1.6654301379559409,Iris-versicolor
+15,5.108947716563585,3.0544774529184497,1.5100224735561236,0.2615308085902385,Iris-setosa
+16,5.108947716487005,3.0898724863831255,1.510023899018048,0.26153081032649406,Iris-setosa
+17,6.179366508582771,3.0540011397476894,4.899623513602783,1.6654924324474527,Iris-virginica
+18,6.1793664950062315,3.0540003506681144,4.913847687711196,1.678007315746165,Iris-virginica
+19,6.179366488776886,3.054000000058985,4.89985666596268,1.6654503904204159,Iris-virginica
+20,5.108947716654282,3.0542715058928374,1.5100224666152966,0.26153080858788197,Iris-setosa
+21,5.108947716855525,3.0574258369774303,1.5100228690061728,0.26153080965494424,Iris-setosa
+22,6.179366489350657,3.0540000050104394,4.918828037669153,1.6703889749695466,Iris-virginica
+23,6.179366489307629,3.0540000025129093,4.903691290486718,1.666298919221575,Iris-virginica
+24,6.179366488828332,3.0540000000641467,4.899541875749871,1.6654299994868023,Iris-virginica
+25,5.108947716721135,3.0546276875975518,1.5100225564250236,0.26153080897939845,Iris-setosa
+26,6.179366509453667,3.0540613994910175,4.899569822708913,0.26155778720679224,Iris-setosa
+27,6.179366488858682,3.0540000002575036,4.901004079283003,1.6655939115523655,Iris-virginica
+28,5.108947716648371,3.0540074558288346,4.899491353836338,0.2615308086783587,Iris-setosa
+29,6.179366489398756,3.054000012877627,4.946895102147614,1.6821395751180206,Iris-virginica
+30,6.179366490152047,3.05400000103992,4.899492849451673,1.6654276017687057,Iris-versicolor
+31,6.179366488973262,3.0540000001816727,4.90082059666542,1.6655373415424597,Iris-virginica
+0,5.108947716620039,3.055251941153212,1.5100226161464587,0.2615308091853676,Iris-setosa
+1,5.108947716524252,3.056523487607675,1.5100227102073116,0.2615308093944203,Iris-setosa
+2,6.179366488928862,3.054000000531341,4.901009388047025,1.6656403156619517,Iris-virginica
+3,5.108947716544924,3.0572960638209588,1.5100226122206593,0.2615308087562572,Iris-setosa
+4,6.179366488763048,3.054000000032841,4.899689187401878,1.6654370244593246,Iris-virginica
+5,6.179366488808635,3.0540000000785414,4.9000050245528675,1.6654621511042738,Iris-virginica
+6,5.108947716429781,3.057338764309158,1.5100225608115603,0.26153080864415845,Iris-setosa
+7,6.179366488930696,3.054000000099843,4.900236442284478,1.665475822825857,Iris-virginica
+8,6.179366488986938,3.0540000003741627,4.901946184298878,1.6657056921806785,Iris-virginica
+9,6.179366489679391,3.0540000232712297,4.8994913100985755,1.6654274754274385,Iris-versicolor
+10,6.179366488867877,3.054000000259378,4.901141647032547,1.6656066662394018,Iris-virginica
+11,6.179366488838505,3.0540000001304213,4.899642830067625,1.6654391393227745,Iris-virginica
+12,6.179366503013438,3.0540003821783936,4.8996654824275,1.6655023472956414,Iris-virginica
+13,5.10894771640332,3.0709735499107835,1.5100230809626862,0.2615308093241046,Iris-setosa
+14,6.179366489190971,3.0540000001718886,4.8994991378298804,1.6654279323155385,Iris-versicolor
+15,6.179366489000374,3.054000000901529,4.904227599158018,1.6661943876829168,Iris-virginica
+16,5.108947717155717,3.061081467895481,1.5100238337608274,0.2615308140052307,Iris-setosa
+17,5.108947716481154,3.0655339325698816,1.5100230316573173,0.26153080959542413,Iris-setosa
+18,5.108947716415399,3.0774339284310774,1.5100233332449253,0.2615308096579506,Iris-setosa
+19,6.179366489683306,3.0540000060734425,4.901892117216514,1.6661525738439593,Iris-virginica
+20,5.1089477164682595,3.055451285831062,1.5100225231109274,0.26153080866389533,Iris-setosa
+21,6.1793664892785785,3.0540000021620486,4.909509056833363,1.667384783761729,Iris-virginica
+22,6.1793664969762965,3.054898131502193,1.5100312773226738,0.26153124677800255,Iris-setosa
+23,5.108947716376365,3.075884924693676,1.5100232238236486,0.26153080956590036,Iris-setosa
+24,6.179366490468533,3.0540000637790676,4.910060027042229,1.6725850389457655,Iris-virginica
+25,6.179366489640955,3.054000001443957,4.899640978590738,1.665450029088107,Iris-virginica
+26,5.108947716254554,3.0561946378236216,1.5100224648913798,0.2615308085049587,Iris-setosa
+27,6.179366488918692,3.0540000002748053,4.90119300227959,1.665603833569467,Iris-virginica
+28,6.17936649023245,3.054036233828936,4.89949159936706,0.2615308107891326,Iris-setosa
+29,6.179366536609797,3.055998550600494,1.5101663131154708,0.2615769562732199,Iris-setosa
+30,5.108947716538681,3.065283249222334,1.510023001024989,0.2615308094240715,Iris-setosa
+31,5.108947717456109,3.063482578481446,1.510024132264818,0.2615308139345648,Iris-setosa
+0,6.17936649189541,3.054029553142627,4.899491809353315,0.26153081321695204,Iris-setosa
+1,6.1793665032329885,3.0553639830460617,1.51003629442508,0.2615314977488696,Iris-setosa
+2,5.108947716283288,3.0549679801295917,1.5100224350880749,0.26153080846900956,Iris-setosa
+3,6.179366491185002,3.0540000057103596,4.89949602757596,1.665428149962379,Iris-versicolor
+4,5.108947716400334,3.0613802062969433,1.510022729290816,0.2615308088997488,Iris-setosa
+5,6.179366489410467,3.0540000220844647,4.967110159526779,1.6940577173278477,Iris-virginica
+6,5.1089477164446215,3.0597531278879933,1.510022697832284,0.2615308089038489,Iris-setosa
+7,6.179366489078942,3.054000000568917,4.899888162272778,1.6654766724312058,Iris-virginica
+8,5.108947716555228,3.105165039130811,1.5100248052916483,0.26153081170024167,Iris-setosa
+9,5.108947716296044,3.054656816732877,1.5100224267723568,0.261530808458412,Iris-setosa
+10,6.179366489236527,3.054000001343018,4.900427468287176,1.6655861623211377,Iris-virginica
+11,6.179366488941645,3.0540000001894247,4.90086401221676,1.665546291556979,Iris-virginica
+12,6.179366489540849,3.0540000338134883,4.994762995801149,1.7087165963067212,Iris-virginica
+13,5.10894771713402,3.054069202455451,4.899491484439567,0.2615308091598346,Iris-setosa
+14,6.179366488854904,3.0540000001677354,4.899741472369036,1.6654486216123223,Iris-virginica
+15,6.17936648878544,3.054000000081314,4.899785946140975,1.6654479042718167,Iris-virginica
+16,6.179366491316332,3.0540184085898736,4.899491659943312,0.26153081156384433,Iris-setosa
+17,6.1793664897198,3.05400006829522,5.052788769130899,1.7483795997980383,Iris-virginica
+18,6.179366489322227,3.054000005379212,4.91321662211629,1.6691152638666191,Iris-virginica
+19,5.108947716919657,3.0544744014317833,1.5100225787423527,0.26153080923090016,Iris-setosa
+20,6.179366488871342,3.054000000152771,4.90042575885578,1.6655049081267852,Iris-virginica
+21,5.108947716346251,3.073880687885694,1.510023116343392,0.2615308093764148,Iris-setosa
+22,6.179366488943383,3.0540000002280507,4.901047576324243,1.6655729335300191,Iris-virginica
+23,6.17936648892173,3.0540000001797267,4.900676222652822,1.6655290726447276,Iris-virginica
+24,6.1793664890472,3.0540000008132404,4.900954503916057,1.6656456526592547,Iris-virginica
+25,6.179366488867406,3.0540000003351357,4.9010739611706535,1.6656217370268387,Iris-virginica
+26,6.179366489087163,3.0540000007429353,4.903895116461566,1.666040001347126,Iris-virginica
+27,6.1793664901405485,3.0540001997662136,4.899491323284705,1.6654274755684835,Iris-versicolor
+28,5.108947717429671,3.0602606500797855,1.5100235537189317,0.26153081215600976,Iris-setosa
+29,6.1793664892231535,3.0540000023231753,4.904364902798213,1.6664368491497692,Iris-virginica
+30,6.17936648958683,3.0540000426157174,5.001630690904646,1.7157298163258718,Iris-virginica
+31,6.179366488786974,3.0540000000693612,4.89959483217511,1.6654337321171249,Iris-virginica
+0,6.179366489064546,3.054000000748852,4.903472881142072,1.6659918564344047,Iris-virginica
+1,6.179366488831079,3.0540000001870253,4.9002059398042785,1.6654960536977665,Iris-virginica
+2,6.1793664888608415,3.0540000001925818,4.900297421742642,1.6655022663729568,Iris-virginica
+3,6.179366488904587,3.054000000241528,4.90105459129524,1.6655834336609723,Iris-virginica
+4,6.179366488941815,3.0540000003812846,4.901447206208951,1.665657126513329,Iris-virginica
+5,5.1089477164546215,3.0857348431262714,1.5100236534487113,0.26153080994582606,Iris-setosa
+6,6.179366493512257,3.054000079753262,4.89954443666949,1.6654465463156938,Iris-virginica
+7,5.108947716998671,3.0542211055500066,1.510022555149935,0.2615308094409919,Iris-setosa
+8,5.108947716611453,3.054003803992956,4.899491335929519,0.26153080858871136,Iris-setosa
+9,6.179366489128551,3.0540000009019073,4.9045312930560385,1.6661704342623662,Iris-virginica
+10,6.1793664889242255,3.0540000001016767,4.900222894588763,1.6654750090077197,Iris-virginica
+11,6.179366489144699,3.054000001233716,4.9015111196943195,1.6657681788183625,Iris-virginica
+12,5.108947716425424,3.0797679298553335,1.5100234404087134,0.26153080970497006,Iris-setosa
+13,5.108947716602403,3.0965129077483393,1.5100249143106381,0.26153081280674206,Iris-setosa
+14,6.179366488958231,3.054000000442281,4.902233915947659,1.6657696242495563,Iris-virginica
+15,6.179366489338352,3.054000000271318,4.8994958213264095,1.6654277699764601,Iris-versicolor
+16,6.179366490579927,3.0540000061406296,4.899491590688095,1.665427507365469,Iris-versicolor
+17,6.179366489124581,3.0540000013803374,4.9026035508075525,1.665990431267337,Iris-virginica
+18,6.179366489081264,3.0540000010123487,4.900854315895872,1.665651198071183,Iris-virginica
+19,6.179366506865715,3.0550929392481403,1.5100564821085136,0.2615359800139736,Iris-setosa
+20,5.108947716463519,3.0543982240912704,1.5100224406401888,0.26153080849110216,Iris-setosa
+21,5.108947716506237,3.088786832890188,1.510023912116182,0.26153081040800485,Iris-setosa
+22,6.17936649033307,3.054000000690704,4.899492286129997,1.6654275359992974,Iris-versicolor
+23,6.179366489057213,3.0540000003524304,4.899672781428413,1.6654451321919375,Iris-virginica
diff --git a/iris/lct_gan/2/11/test.csv b/iris/lct_gan/2/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/train.csv b/iris/lct_gan/2/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/11/val.csv b/iris/lct_gan/2/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/synth.csv b/iris/lct_gan/2/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c190e13c618be690bdba1d77343a274de784a34
--- /dev/null
+++ b/iris/lct_gan/2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716548392,3.084163488987239,1.5100238159588755,0.26153081037162007,Iris-setosa
+1,6.179366489056298,3.054000000391794,4.902131944334408,1.665717653163953,Iris-virginica
+2,5.1089477164102215,3.0541821362329937,1.5100224327034433,0.2615308085757318,Iris-setosa
+3,5.108947716479461,3.0609994195598236,1.510022758272037,0.26153080898513437,Iris-setosa
+4,5.108947717101855,3.054288516041873,1.5100225562850682,0.26153080924654226,Iris-setosa
+5,5.108947716463854,3.079285181786966,1.5100234509100858,0.2615308098885517,Iris-setosa
+6,6.179366492233231,3.0540056063301724,4.8994929258485485,0.26153090922245453,Iris-setosa
+7,6.179366489244067,3.054000003856475,4.915922396308624,1.66946569591099,Iris-virginica
+8,6.179366503320701,3.0540360738502677,4.899522245233803,0.2615380932374029,Iris-setosa
+9,6.179366491818004,3.054000174257643,4.899491376067778,1.6654274773855104,Iris-versicolor
+10,5.108947716600072,3.056581244189647,1.5100226516383635,0.2615308089618776,Iris-setosa
+11,6.179366496514121,3.0540003492277035,4.901095376403449,1.6667699051265812,Iris-virginica
+12,5.10894771658683,3.0893805457199788,1.5100241094574829,0.26153081095030833,Iris-setosa
+13,6.179366489272037,3.0540000002127483,4.899494947066479,1.6654276917683537,Iris-versicolor
+14,5.108947716391081,3.076633193859115,1.5100233228161686,0.261530809876447,Iris-setosa
+15,6.1793664889445195,3.054000000175463,4.90068429581999,1.6655249175748827,Iris-virginica
+16,5.108947716401855,3.0551399076117787,1.5100224948145922,0.2615308086183,Iris-setosa
+17,6.17936650445795,3.067518026164926,1.5100888852703465,0.2615336528909667,Iris-setosa
+18,6.179366489085309,3.054000001619584,4.905810195922336,1.666644932921771,Iris-virginica
+19,6.179366490144498,3.0540000224129566,4.909435189855147,1.6695474632656604,Iris-virginica
+20,5.108947717339185,3.100728989114268,1.5100295531183885,0.2615308308494849,Iris-setosa
+21,6.179366495093349,3.054000123960915,4.899514870133819,1.6654345872369605,Iris-versicolor
+22,6.179366489087878,3.0540000006529486,4.903394186131612,1.6659433225524203,Iris-virginica
+23,5.108947716420401,3.0734149437028,1.5100232154309325,0.2615308095446594,Iris-setosa
+24,5.108947716865438,3.0686338638889508,1.5100236536986653,0.2615308108758807,Iris-setosa
+25,6.179366549028492,3.0540616331482933,4.900377249404072,1.6663606896817102,Iris-setosa
+26,6.179366492565021,3.054000081893784,4.901134248453224,1.666453935860901,Iris-virginica
+27,5.108947716569067,3.056216176829847,1.5100226341571308,0.2615308090080657,Iris-setosa
+28,5.108947716376274,3.0648945747237217,1.510022856016562,0.2615308091080035,Iris-setosa
+29,6.179366488826214,3.0540000000499754,4.899818664457575,1.665444734737868,Iris-virginica
+30,6.179366489077283,3.0540000023144622,4.9060914799027024,1.6669216886819385,Iris-virginica
+31,6.179366488929175,3.054000000151618,4.899522086455523,1.6654296923550564,Iris-virginica
+0,6.179366489862939,3.0540000164636383,4.904387347500524,1.6676121602052771,Iris-virginica
+1,6.179366489044563,3.0540000004676027,4.902361233264543,1.6657620167907428,Iris-virginica
+2,6.179366488923841,3.0540000000894207,4.9001428245095395,1.6654679648533777,Iris-virginica
+3,5.108947716387514,3.067416263657751,1.5100229642248262,0.26153080934908196,Iris-setosa
+4,6.179366489034163,3.0540000005552255,4.902713162929371,1.6658400341860369,Iris-virginica
+5,5.108947716489068,3.090467979775057,1.5100239973619276,0.2615308107018265,Iris-setosa
+6,5.108947716348922,3.0580300858731633,1.5100225645438303,0.2615308086493761,Iris-setosa
+7,6.17936650967921,3.0540282246606205,4.899567450604151,0.26155418053085966,Iris-setosa
+8,6.179366488955488,3.0540000001298866,4.900465757987074,1.665497125243089,Iris-virginica
+9,5.108947716390099,3.0803968305212153,1.5100234083319726,0.2615308097838756,Iris-setosa
+10,6.179366489156746,3.0540000015625406,4.906658857526253,1.6667173803078013,Iris-virginica
+11,5.1089477165203725,3.0552823606326203,1.5100225666178666,0.2615308089180451,Iris-setosa
+12,5.108947716293187,3.0550814573591802,1.5100224403907534,0.2615308084696373,Iris-setosa
+13,6.179366488959602,3.0540000002333105,4.9011601022473545,1.665584597420813,Iris-virginica
+14,5.108947716375946,3.0844879247963823,1.5100236056081595,0.26153081033143366,Iris-setosa
+15,5.1089477163405554,3.0575861994589753,1.5100225565135053,0.26153080867066575,Iris-setosa
+16,5.108947716359818,3.060388204174466,1.5100226524491889,0.2615308088192615,Iris-setosa
+17,5.10894771662318,3.1152711395637507,1.510025432927657,0.26153081255233646,Iris-setosa
+18,6.179366488994587,3.0540000005957832,4.901169836088772,1.665655222501138,Iris-virginica
+19,6.17936648947614,3.0540000013744946,4.899755132064507,1.665469053288658,Iris-virginica
+20,5.108947716472932,3.07616312706379,1.5100233082486165,0.26153080962013897,Iris-setosa
+21,6.1793664888831925,3.0540000000950434,4.900161782049972,1.665471913764415,Iris-virginica
+22,5.108947716398496,3.05408343783394,1.5100224067751624,0.2615308084552262,Iris-setosa
+23,6.1793664895191345,3.0540000012339394,4.899833782372774,1.6654765208899533,Iris-virginica
+24,5.108947716353896,3.065384923989331,1.510022833537398,0.26153080906228016,Iris-setosa
+25,6.179366488812188,3.0540000001388408,4.90010977893869,1.6654805624328992,Iris-virginica
+26,5.108947716326425,3.063461726102484,1.5100227320001771,0.2615308088684893,Iris-setosa
+27,6.1793664889266,3.0540000004320227,4.900606800880201,1.665565518414722,Iris-virginica
+28,6.17936648924275,3.0540000007513988,4.899667151981119,1.6654500657499256,Iris-virginica
+29,5.108947716461658,3.056341280639194,1.5100225653021193,0.2615308087121255,Iris-setosa
+30,6.179366489113002,3.054000000916161,4.90437436617915,1.6661557368318942,Iris-virginica
+31,5.108947716449721,3.0819833081690664,1.510023526657076,0.2615308099791283,Iris-setosa
+0,6.179366488852501,3.05400000007705,4.899987686550896,1.6654580446109806,Iris-virginica
+1,6.179366488886401,3.0540000001235983,4.900304809280767,1.6654877218537962,Iris-virginica
+2,6.179366488897023,3.05400000015633,4.900525181808928,1.6655124233519631,Iris-virginica
+3,6.179366489130202,3.0540000008448254,4.904473471184898,1.6661328636549466,Iris-virginica
+4,6.179366488946996,3.0540000006034047,4.902120982086503,1.6658031613782602,Iris-virginica
+5,5.108947716525792,3.054224226866585,1.5100224400399775,0.2615308085347677,Iris-setosa
+6,6.179366488883646,3.0540000002174454,4.900550349192338,1.6655287400900265,Iris-virginica
+7,6.179366488815853,3.0540000000942906,4.90009752653176,1.6654712967313337,Iris-virginica
+8,5.108947716517178,3.064351782590351,1.5100229489179142,0.26153080926697747,Iris-setosa
+9,6.179366491297329,3.0540000591920196,4.90323656004403,1.6678393219255572,Iris-virginica
+10,6.179366490327141,3.054000011313534,4.900656447868366,1.665829969491645,Iris-virginica
+11,6.179366496618215,3.0540018007444023,4.972023028813235,1.7866916142405656,Iris-virginica
+12,5.108947716405584,3.0543055521758866,1.510022447311007,0.2615308086232633,Iris-setosa
+13,5.108947716522913,3.0939567514136246,1.5100241271013009,0.26153081065842193,Iris-setosa
+14,6.179366488843203,3.054000000132525,4.900238633766732,1.6654873669193433,Iris-virginica
+15,5.1089477164382675,3.0541168029420436,1.5100224113615721,0.2615308084541099,Iris-setosa
+16,6.179366489060347,3.0540000013422954,4.9029423846352245,1.6660669401450068,Iris-virginica
+17,5.108947716291569,3.060868992578036,1.5100226237807857,0.2615308087739803,Iris-setosa
+18,5.108947716281712,3.056129223093788,1.5100224718531112,0.2615308085122234,Iris-setosa
+19,5.108947717140005,3.080025304800114,1.5100255866987302,0.26153081703314407,Iris-setosa
+20,6.179366503294204,3.054000278262948,4.8995874926124525,1.6654611023656518,Iris-virginica
+21,5.108947716487508,3.0541789987795678,1.5100224139928602,0.26153080844288606,Iris-setosa
+22,5.1089477164163455,3.0549432448452825,1.510022464445452,0.26153080851745764,Iris-setosa
+23,6.179366490058087,3.0540000021571307,4.899555134496596,1.6654373530997995,Iris-virginica
+24,6.179366490361745,3.0540000008476644,4.899491492815955,1.6654274835322107,Iris-versicolor
+25,6.179366489988408,3.054000171343461,5.174418317748785,1.8453964419298425,Iris-virginica
+26,5.108947716516297,3.090308389246086,1.5100241255511653,0.2615308109759292,Iris-setosa
+27,6.179366490606897,3.054000999961894,4.899491368044799,0.2615308089116363,Iris-setosa
+28,5.108947716543038,3.1060084363580516,1.5100249841797564,0.261530812445151,Iris-setosa
+29,5.10894771647966,3.0645723291992013,1.5100229263202245,0.2615308092752401,Iris-setosa
+30,5.1089477164510555,3.0890189692520704,1.5100238788804905,0.2615308105942535,Iris-setosa
+31,6.179366488961228,3.05400000018281,4.900770445885985,1.665534080796047,Iris-virginica
+0,6.179366492770071,3.054000467791855,4.899492197669789,1.6654276344103949,Iris-versicolor
+1,6.179366495611054,3.060033380882906,1.5100306882776156,0.26153091872038553,Iris-setosa
+2,5.108947716548852,3.104600282169618,1.5100246475861239,0.26153081130532624,Iris-setosa
+3,5.10894771647326,3.061461254877547,1.510022921266981,0.26153080956859054,Iris-setosa
+4,6.179366502358784,3.054000339227317,4.8995390859452534,1.6654443634551084,Iris-versicolor
+5,5.108947716474114,3.0540101775485518,4.899491311213156,0.2615308084240599,Iris-setosa
+6,5.108947716679266,3.1241536911424244,1.510026481933442,0.2615308145937243,Iris-setosa
+7,5.1089477165260755,3.0612738450775114,1.5100227498535654,0.26153080892404695,Iris-setosa
+8,6.179366489118108,3.054000000711869,4.903759065850706,1.6659957172219828,Iris-virginica
+9,5.108947716604061,3.0541512533380395,1.5100224353835574,0.26153080853431204,Iris-setosa
+10,5.108947716489335,3.091351376863922,1.5100238777759514,0.26153081021404534,Iris-setosa
+11,6.179366489285595,3.054000002566806,4.904872006427713,1.6665521389257212,Iris-virginica
+12,5.108947717476556,3.0540266024043494,4.89949145822673,0.26153080916353527,Iris-setosa
+13,6.179366490343939,3.054000001428038,4.899492757322675,1.6654276069562104,Iris-versicolor
+14,5.108947716583442,3.092819287748153,1.5100243406159013,0.2615308112365917,Iris-setosa
+15,5.108947716819132,3.0540004029695793,4.899491313134939,1.6654274752885239,Iris-setosa
+16,6.1793664889494675,3.0540000007007295,4.902004112478186,1.6658175858165427,Iris-virginica
+17,5.108947716474123,3.0895530831573934,1.5100239401674518,0.26153081065666345,Iris-setosa
+18,6.179366493136825,3.055947539145312,1.510025649545929,0.26153085279051635,Iris-setosa
+19,5.108947716773917,3.0578070181428725,1.5100228126961384,0.2615308094309799,Iris-setosa
+20,5.10894771647869,3.0970438694469062,1.5100242293584274,0.2615308109229664,Iris-setosa
+21,5.108947716347555,3.0540578732188046,4.89949132632606,0.2615308084394365,Iris-setosa
+22,5.1089477164251,3.087360303171666,1.5100237221804835,0.2615308102980424,Iris-setosa
+23,6.179366489651983,3.054000030443531,4.953521605910232,1.690566854506945,Iris-virginica
diff --git a/iris/lct_gan/2/12/test.csv b/iris/lct_gan/2/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/train.csv b/iris/lct_gan/2/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/12/val.csv b/iris/lct_gan/2/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/synth.csv b/iris/lct_gan/2/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3dc99ae64fd5e1a206784261979650eff1ab0f9
--- /dev/null
+++ b/iris/lct_gan/2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488861088,3.0540000002213823,4.90010800526316,1.6654885011560092,Iris-virginica
+1,6.179366500849339,3.0540006663076333,4.905675530053502,1.671114498180217,Iris-virginica
+2,6.179366489080471,3.0540000011630877,4.905726385222243,1.6664933519566958,Iris-virginica
+3,5.108947716566401,3.054026905353852,4.8994913461347025,0.26153080851973604,Iris-setosa
+4,5.108947716345256,3.068514073592575,1.5100229085697336,0.2615308090915561,Iris-setosa
+5,6.17936648974611,3.0540001372800245,4.899491317112554,1.665427475481969,Iris-versicolor
+6,5.108947716332167,3.0540074320472654,4.899491303854142,0.26153080841482124,Iris-setosa
+7,5.108947716488821,3.0986853126938705,1.5100243077611921,0.2615308110069275,Iris-setosa
+8,6.179366489325616,3.0540000115714268,4.939863958239434,1.6796371489581159,Iris-virginica
+9,5.108947716381884,3.060682211045971,1.5100226520830096,0.26153080878695895,Iris-setosa
+10,5.108947716393148,3.071830771448246,1.510023060142131,0.261530809379154,Iris-setosa
+11,5.1089477163058,3.0682151339521733,1.510022871276714,0.2615308090652914,Iris-setosa
+12,6.1793664890938365,3.054000000892635,4.904374542838307,1.6661534086749759,Iris-virginica
+13,5.1089477163174735,3.065513152636938,1.5100228030333975,0.2615308090009834,Iris-setosa
+14,6.17936650607959,3.054007237417767,4.900218717010066,1.6661700412657672,Iris-virginica
+15,5.108947716481576,3.0830325325841303,1.5100236711497415,0.2615308100711591,Iris-setosa
+16,5.108947716360697,3.0573812814686825,1.5100225435009271,0.26153080861071804,Iris-setosa
+17,5.108947716476147,3.087828655411222,1.5100237782268109,0.2615308101777802,Iris-setosa
+18,5.10894771638985,3.069952698576347,1.5100230933649197,0.26153080954950164,Iris-setosa
+19,6.179366489055365,3.0540000010294253,4.901456049524062,1.665755592425531,Iris-virginica
+20,5.108947717095801,3.0883209856729565,1.5100273592168696,0.2615308250933897,Iris-setosa
+21,6.17936648887115,3.0540000001712286,4.900271711288657,1.6654946539245803,Iris-virginica
+22,5.108947716622146,3.0707286888082477,1.5100236034394903,0.2615308108358652,Iris-setosa
+23,6.179366489623511,3.0540000909106557,4.899491307484599,1.6654274752889286,Iris-versicolor
+24,5.108947717436743,3.06527172628063,1.5100250036829765,0.26153082031530817,Iris-setosa
+25,6.179366489019887,3.054000000262195,4.901302260301415,1.6655958600819103,Iris-virginica
+26,6.179366489453623,3.054000004487767,4.90771521988132,1.6674012456750507,Iris-virginica
+27,6.179366494025646,3.0540017088986753,5.180393462000345,2.038680499327313,Iris-virginica
+28,6.179366509287138,3.0542873697345607,1.510051531830967,0.26153893716791343,Iris-setosa
+29,6.179366488784136,3.054000000113527,4.899772542615939,1.6654503776374483,Iris-virginica
+30,5.108947716447135,3.0562105230218277,1.510022531505669,0.2615308085968494,Iris-setosa
+31,6.179366488897382,3.0540000002526377,4.901126653379673,1.6655961126697816,Iris-virginica
+0,6.179366489432805,3.05400000489316,4.920417502644481,1.670615962953621,Iris-virginica
+1,5.108947716409906,3.078123591987456,1.5100233765584974,0.26153080972769643,Iris-setosa
+2,6.179366488867863,3.054000000153812,4.899899103073401,1.6654602920077095,Iris-virginica
+3,6.179366488894208,3.0540000001774703,4.900606525436526,1.6655248235888465,Iris-virginica
+4,6.179366488828803,3.0540000001161123,4.90014674745673,1.665478173266942,Iris-virginica
+5,6.1793664898762275,3.054000009545576,4.901429755449973,1.6661296001875334,Iris-virginica
+6,6.179366488939171,3.0540000003894052,4.900106907787685,1.6654981509519777,Iris-virginica
+7,5.108947717109239,3.0540084266620795,4.899491352519976,0.26153080855831246,Iris-setosa
+8,6.17936650484784,3.0540028082599293,4.9055715258828405,1.674108225859956,Iris-virginica
+9,6.179366489770674,3.05400000077923,4.899491652515083,1.665427497832483,Iris-versicolor
+10,5.1089477164558,3.0802303318619124,1.5100234742190293,0.2615308098027631,Iris-setosa
+11,6.179366488921646,3.054000000731837,4.902803284308862,1.6659622578616422,Iris-virginica
+12,6.179366489162381,3.054000003304783,4.910185456607495,1.6680645478737706,Iris-virginica
+13,6.17936648925489,3.0540000056653698,4.919427711088085,1.6710360717809387,Iris-virginica
+14,6.179366489080554,3.0540000014439017,4.902948033038202,1.6660717503642444,Iris-virginica
+15,5.10894771646007,3.0540208953560533,4.8994913251908345,0.2615308084680529,Iris-setosa
+16,5.1089477162916435,3.054256410029218,1.5100224050819853,0.2615308084262082,Iris-setosa
+17,6.179366488836847,3.054000000170581,4.89987078567547,1.665461387153092,Iris-virginica
+18,6.179366490147804,3.054000000822888,4.899492518576343,1.6654275624026635,Iris-versicolor
+19,6.179366496583305,3.058230661529609,1.5100328695704062,0.2615310239703787,Iris-setosa
+20,5.108947716601486,3.106034636058127,1.51002526199247,0.2615308129445847,Iris-setosa
+21,6.179366489063804,3.054000000514543,4.902693028866307,1.6658120337518636,Iris-virginica
+22,5.108947716595853,3.0589328103523026,1.5100228387944354,0.26153080940869555,Iris-setosa
+23,6.179366489452908,3.054000012940784,4.951461200451149,1.6831932028236405,Iris-virginica
+24,5.10894771778237,3.065107739083298,1.510024971080322,0.26153081815294876,Iris-setosa
+25,5.1089477185916214,3.0548085668921265,1.5100239149875034,0.2615308268075721,Iris-setosa
+26,6.179366489068632,3.0540000004114987,4.902144546932942,1.6657137927332273,Iris-virginica
+27,5.108947716584735,3.0896456305310283,1.5100242913344377,0.26153081140285306,Iris-setosa
+28,6.179366489293111,3.0540000080143757,4.911634493186069,1.6695418755667066,Iris-virginica
+29,5.108947716428616,3.0695777389139733,1.5100230267410535,0.26153080936146084,Iris-setosa
+30,5.108947716353457,3.054993526909926,1.510022453572887,0.2615308085021303,Iris-setosa
+31,5.1089477162556225,3.054824920373346,1.510022425497262,0.2615308084534287,Iris-setosa
+0,6.179366489199935,3.0540000020409246,4.909016755443413,1.6673317387539104,Iris-virginica
+1,5.108947716402126,3.054019542901458,4.899491317555607,0.26153080843674104,Iris-setosa
+2,6.179366488997034,3.0540000003685464,4.901941829767894,1.665702536584689,Iris-virginica
+3,5.108947716421276,3.0711652147069666,1.5100231293335526,0.26153080942570217,Iris-setosa
+4,5.108947716403551,3.0603188640778685,1.5100226729160424,0.26153080881422247,Iris-setosa
+5,6.179366498213363,3.054001562204528,4.899492929417052,1.6654276734239406,Iris-setosa
+6,5.10894771658577,3.0540074117818756,4.899491319265427,0.2615308084534645,Iris-setosa
+7,6.17936648878021,3.05400000005699,4.899594194716955,1.6654331877162791,Iris-virginica
+8,5.108947716264059,3.0544711910166638,1.5100224113655416,0.26153080843602217,Iris-setosa
+9,5.10894771626446,3.0584235426139452,1.5100225324659642,0.2615308085977592,Iris-setosa
+10,5.108947716625991,3.098297459250134,1.510024652240331,0.26153081165913694,Iris-setosa
+11,6.1793664905001275,3.0540846142013187,1.51002265083669,0.2615308129915108,Iris-setosa
+12,5.108947716303472,3.057465165505951,1.5100225294119158,0.26153080860757183,Iris-setosa
+13,6.179366489025488,3.0540000002706753,4.901456474561305,1.6656138032773606,Iris-virginica
+14,6.17936648901466,3.0540000002243435,4.90108595103159,1.6655661768586285,Iris-virginica
+15,6.179366504836146,3.0540056440479306,4.968423653194152,1.8050517171432654,Iris-virginica
+16,5.10894771690851,3.058802032007326,1.51002299174033,0.2615308098959829,Iris-setosa
+17,6.1793664889539714,3.0540000007862105,4.902237448739973,1.6658692785571687,Iris-virginica
+18,6.179366489641694,3.054000000768819,4.899494472660641,1.6654277576797838,Iris-versicolor
+19,6.17936648889822,3.0540000001009995,4.900191735401595,1.6654741732909442,Iris-virginica
+20,6.179366489042007,3.054000000911113,4.904031708775064,1.6661376694390169,Iris-virginica
+21,5.108947716276209,3.0564301370894302,1.510022477977924,0.2615308085278318,Iris-setosa
+22,6.1793664893263625,3.0540000088813826,4.931504490674773,1.6756838280901771,Iris-virginica
+23,6.179366490744775,3.0540000040761637,4.8995853615147995,1.6654444871140703,Iris-virginica
+24,5.108947716411573,3.081499961213613,1.5100234839444338,0.2615308098717934,Iris-setosa
+25,5.108947716303562,3.0646594640503064,1.5100227507779653,0.26153080892489755,Iris-setosa
+26,6.179366488841851,3.0540000001044487,4.9001157192982845,1.6654723034856176,Iris-virginica
+27,5.108947716534041,3.0589186829762376,1.5100227581306813,0.2615308091295634,Iris-setosa
+28,6.179366490345023,3.054000039062915,4.8994913289122985,1.6654274759940182,Iris-versicolor
+29,5.108947716378436,3.064200789793852,1.5100228219811973,0.26153080905196524,Iris-setosa
+30,5.1089477165653445,3.072194223463075,1.5100233545228294,0.26153080986934496,Iris-setosa
+31,5.10894771657784,3.068790440663556,1.5100234459360096,0.26153081060148176,Iris-setosa
+0,6.179366488822162,3.0540000001604515,4.90000365236654,1.6654736028048154,Iris-virginica
+1,6.179366501035591,3.0540003515269665,4.900620142652699,1.6661294689677584,Iris-virginica
+2,6.179366542238916,3.0540196108604767,4.934636229180015,1.7348108380219593,Iris-virginica
+3,6.179366489194701,3.054000001877085,4.908663193244733,1.6672111062837596,Iris-virginica
+4,5.108947716319819,3.0586833626118466,1.510022570575273,0.26153080864706413,Iris-setosa
+5,6.179366489032882,3.0540000014014272,4.903697044807022,1.6662329976488348,Iris-virginica
+6,5.10894771700906,3.055546245958968,1.5100228544114647,0.2615308104379563,Iris-setosa
+7,5.108947716360006,3.075519772612282,1.5100232568342915,0.26153080974409815,Iris-setosa
+8,6.179366488997343,3.054000000304402,4.901532941204094,1.6656351547713748,Iris-virginica
+9,6.17936648912255,3.054000001200842,4.901368408407876,1.6657468450267832,Iris-virginica
+10,6.179366488987459,3.054000000241251,4.901137819938583,1.665579470469461,Iris-virginica
+11,6.179366490555427,3.0540000064737347,4.899496258130039,1.6654283112296056,Iris-versicolor
+12,6.179366490287116,3.054000002941904,4.899501984492389,1.665428985529653,Iris-versicolor
+13,6.179366488805466,3.054000000085745,4.899616524769134,1.6654355421791238,Iris-virginica
+14,5.108947717619297,3.081310819148782,1.5100273900891497,0.2615308252776005,Iris-setosa
+15,5.108947716333398,3.0666229781463916,1.5100228694767746,0.2615308091190843,Iris-setosa
+16,5.1089477171209765,3.102232611055834,1.5100279642965975,0.261530822317231,Iris-setosa
+17,6.179366489636461,3.054000018344109,4.928438097297587,1.6766952191375641,Iris-virginica
+18,6.179366489059792,3.0540000001443506,4.899504877462431,1.6654282632601716,Iris-versicolor
+19,5.108947716498227,3.0543284533684965,1.5100224515667342,0.2615308085715334,Iris-setosa
+20,5.108947716355291,3.074054619506485,1.5100231441028984,0.261530809343217,Iris-setosa
+21,6.179366490964235,3.054000003946498,4.899493176619377,1.6654276957012988,Iris-versicolor
+22,5.108947717420358,3.0565825178308983,1.5100237458559065,0.2615308177304917,Iris-setosa
+23,5.108947717051883,3.055798353474494,1.5100227766163064,0.2615308095686372,Iris-setosa
diff --git a/iris/lct_gan/2/13/test.csv b/iris/lct_gan/2/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/train.csv b/iris/lct_gan/2/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/13/val.csv b/iris/lct_gan/2/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/synth.csv b/iris/lct_gan/2/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9752130c381ca825bae85d34192b53dbf0bfdcba
--- /dev/null
+++ b/iris/lct_gan/2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491910691,3.054072752769429,4.899491996070848,0.26153081380023735,Iris-setosa
+1,5.108947716295352,3.0581281254599486,1.5100225482643077,0.26153080865937545,Iris-setosa
+2,5.108947716777582,3.0540015151359388,4.899491330335292,0.2615308085904677,Iris-setosa
+3,5.10894771632941,3.068859058312359,1.5100229233778877,0.2615308091422659,Iris-setosa
+4,6.179366489082108,3.0540000012413495,4.903367705236556,1.66610167051212,Iris-virginica
+5,6.179366489589822,3.0540000317299514,4.9752350612506495,1.7000078349006955,Iris-virginica
+6,5.10894771657323,3.102569803803861,1.5100245447844796,0.26153081104743664,Iris-setosa
+7,6.179366488923586,3.0540000003762295,4.901696206900779,1.665690890243393,Iris-virginica
+8,6.1793664899127725,3.0540000034771504,4.899564395667285,1.6654430009076953,Iris-virginica
+9,6.179366488885171,3.0540000003284136,4.900520163145038,1.6655463552424117,Iris-virginica
+10,6.1793664889041215,3.0540000000737932,4.90003363053643,1.665458961479846,Iris-virginica
+11,6.179366489184048,3.0540000001825,4.89949844394284,1.6654279076877352,Iris-versicolor
+12,6.179366488809238,3.0540000000406455,4.899752087600902,1.6654403426167785,Iris-virginica
+13,6.179366489384845,3.0540000080869607,4.9288984835691885,1.6742661308637017,Iris-virginica
+14,5.108947716401387,3.0542898188376153,1.5100224238876263,0.2615308084646356,Iris-setosa
+15,6.179366488789982,3.0540000000696867,4.899894294094551,1.6654536135348168,Iris-virginica
+16,5.108947716459525,3.0807240643565805,1.5100235213589295,0.2615308098700303,Iris-setosa
+17,6.179366488943069,3.054000000339957,4.901549477986435,1.6656562380779638,Iris-virginica
+18,5.108947716922336,3.054238005797426,1.5100226677388973,0.2615308108652697,Iris-setosa
+19,6.179366488999702,3.054000000340174,4.901830104185026,1.6656772385947647,Iris-virginica
+20,5.108947716415683,3.0812379448939207,1.5100234716327698,0.2615308098140766,Iris-setosa
+21,6.179366489085942,3.054000001801082,4.904729094640941,1.6665055815989502,Iris-virginica
+22,5.108947717118561,3.054524936403465,1.5100228779563594,0.26153081248465837,Iris-setosa
+23,5.108947717160969,3.059814251398671,1.5100232558570799,0.2615308107521781,Iris-setosa
+24,5.1089477164230255,3.086970176532863,1.510023847067807,0.2615308106861034,Iris-setosa
+25,5.108947716534121,3.0568298179493874,1.510022647015288,0.2615308089635341,Iris-setosa
+26,5.108947716492673,3.0540219465732497,4.899491337203833,0.26153080852074295,Iris-setosa
+27,5.108947716521668,3.0545084327476864,1.5100224893744525,0.26153080867008693,Iris-setosa
+28,6.179366495681606,3.054000374272371,4.901277750797489,1.6670889293558362,Iris-virginica
+29,5.108947716476066,3.0917473024040194,1.5100244170710448,0.26153081216866353,Iris-setosa
+30,6.1793664890643445,3.05400000038173,4.902033749006071,1.6656985401931474,Iris-virginica
+31,5.108947716371186,3.054210634861565,1.5100224144507344,0.2615308084550636,Iris-setosa
+0,5.108947716487533,3.054148268524349,1.510022419767669,0.26153080847518323,Iris-setosa
+1,5.108947716499205,3.075550913130812,1.5100233353318768,0.26153080980594523,Iris-setosa
+2,6.179366489424012,3.0540000163463636,4.938497548119255,1.6807376495501058,Iris-virginica
+3,5.10894771660947,3.1020193589560803,1.510024824677243,0.2615308118222839,Iris-setosa
+4,6.179366494980602,3.0540001233935796,4.901136450243854,1.666410471731905,Iris-virginica
+5,6.1793664892777675,3.0540000047395117,4.916772145617045,1.6698732068242372,Iris-virginica
+6,5.108947716524599,3.0939013285996393,1.5100242973233335,0.2615308111760509,Iris-setosa
+7,5.108947716453989,3.062009241390437,1.5100228072806166,0.26153080903952325,Iris-setosa
+8,6.179366490451259,3.054000013320307,4.904226814744458,1.6670135250896996,Iris-virginica
+9,5.108947716803053,3.071006929816238,1.5100239377772346,0.2615308117800896,Iris-setosa
+10,6.179366490589548,3.054000005188672,4.899942689470172,1.6655330478800117,Iris-virginica
+11,6.179366495382151,3.054001737141499,5.138873769838605,1.9870753454032646,Iris-virginica
+12,5.108947716975255,3.0547644875650204,1.5100227283776935,0.2615308102237129,Iris-setosa
+13,6.179366492547821,3.0540000168274335,4.899492691856119,1.6654276632416203,Iris-versicolor
+14,5.108947716483091,3.080723475128964,1.5100235198930123,0.26153080994460864,Iris-setosa
+15,5.108947716336097,3.055684851995613,1.510022469885923,0.2615308085123946,Iris-setosa
+16,6.179366488938039,3.0540000005251278,4.901839888444654,1.6657482253578788,Iris-virginica
+17,6.179366493617866,3.054049504662897,4.89949727148127,0.26153122680391405,Iris-setosa
+18,6.179366488883975,3.0540000003869228,4.900918624030764,1.6656082706866342,Iris-virginica
+19,6.179366489055138,3.0540000009027817,4.901518937252884,1.6657457248156964,Iris-virginica
+20,5.108947716597064,3.0549975933451865,1.5100226968232406,0.26153081013608387,Iris-setosa
+21,6.179366491225889,3.054000020886232,4.9002872244152105,1.6657402723128745,Iris-virginica
+22,5.108947716484316,3.100701949040379,1.5100245420756935,0.26153081181536575,Iris-setosa
+23,5.108947716426175,3.054004084834081,4.899491308618082,0.2615308084297378,Iris-setosa
+24,5.108947716450896,3.0743657043193937,1.5100233053992,0.26153080983254,Iris-setosa
+25,6.179366489197411,3.054000002541726,4.910366476744941,1.6677811659737718,Iris-virginica
+26,6.179366488908476,3.0540000002488576,4.9010302344138825,1.6655830330812567,Iris-virginica
+27,6.1793664888798085,3.05400000022,4.900648563671779,1.6655396726434115,Iris-virginica
+28,5.108947716379963,3.065982190698802,1.5100228854477804,0.2615308090755184,Iris-setosa
+29,6.179366489044623,3.054000000642887,4.903217957678398,1.6659315738964042,Iris-virginica
+30,5.108947716501732,3.0892901459683113,1.5100238885269779,0.2615308103989184,Iris-setosa
+31,5.108947716638295,3.058742382370645,1.5100227455890676,0.2615308090023651,Iris-setosa
+0,6.179366488825583,3.054000000147319,4.900214370979827,1.6654908770228372,Iris-virginica
+1,5.108947717612036,3.0694273619086307,1.5100254623794298,0.2615308187272048,Iris-setosa
+2,6.179366496987234,3.0540002875459047,4.899674155251378,1.6655295454679644,Iris-virginica
+3,5.108947716407451,3.060290600068747,1.5100226690047711,0.2615308087983716,Iris-setosa
+4,6.179366488818112,3.0540000001441636,4.89991465298766,1.6654634201387988,Iris-virginica
+5,5.108947716421536,3.05743768351135,1.5100226120247418,0.26153080885480817,Iris-setosa
+6,5.108947716613259,3.0754858904144333,1.5100236642224425,0.26153081054894833,Iris-setosa
+7,5.108947716422731,3.079810157834501,1.510023421346789,0.26153080982345167,Iris-setosa
+8,5.108947716348556,3.067466784291158,1.5100228788908117,0.2615308090807504,Iris-setosa
+9,6.179366489040585,3.0540000004198484,4.902294407443526,1.6657472322882523,Iris-virginica
+10,6.179366488938824,3.0540000001373437,4.900468531379513,1.6654999653814375,Iris-virginica
+11,6.17936648880874,3.0540000000503507,4.899816635393288,1.6654452120552163,Iris-virginica
+12,6.179366534077004,3.0540492930444296,4.899780266837301,0.26163766678238254,Iris-setosa
+13,5.108947716469161,3.0556262417580573,1.5100225423405134,0.2615308087739873,Iris-setosa
+14,5.108947716484223,3.0560070716609298,1.5100225452031828,0.2615308086858027,Iris-setosa
+15,6.179366489865649,3.0540000774222853,4.899491379944512,1.665427480600458,Iris-versicolor
+16,6.179366489148276,3.0540000012636233,4.905775725499625,1.6664697796036738,Iris-virginica
+17,5.10894771784987,3.055517673249312,1.5100236315860807,0.2615308189992132,Iris-setosa
+18,6.179366491591835,3.0540004626920987,4.899491544535476,1.6654274914039335,Iris-versicolor
+19,5.108947716763022,3.112734872075953,1.5100272496975717,0.26153081913907017,Iris-setosa
+20,6.179366528084783,3.054036256952548,4.953799095236258,1.806243381119135,Iris-virginica
+21,6.179366489436446,3.054000023336524,4.931236331453637,1.6808959028419261,Iris-virginica
+22,5.108947716847942,3.0540434009129074,4.899491419829116,0.2615308088757138,Iris-setosa
+23,6.179366488874636,3.054000000294009,4.900800068148252,1.6655744080829287,Iris-virginica
+24,6.179366488854933,3.0540000001283225,4.900282028750179,1.6654892747995609,Iris-virginica
+25,6.179366531550375,3.054015251712173,4.922703109445646,1.7100438299881175,Iris-virginica
+26,5.108947716472913,3.071766798394178,1.5100232093132087,0.261530809596641,Iris-setosa
+27,6.179366495333088,3.054010497472873,4.899496104155946,0.26153124991796245,Iris-setosa
+28,6.179366495356335,3.054000110351579,4.899492466939623,1.6654276726533321,Iris-versicolor
+29,5.108947716617495,3.112199157918579,1.5100255213933993,0.2615308133153261,Iris-setosa
+30,6.179366488890144,3.0540000000532452,4.8998699308132085,1.66544668240555,Iris-virginica
+31,6.179366490154783,3.0540007452135884,4.899491347860827,0.2615308087775376,Iris-setosa
+0,5.108947716496269,3.0838538418253174,1.5100237261777485,0.2615308101719251,Iris-setosa
+1,5.108947716406266,3.0720702232480748,1.5100230983110399,0.26153080934383727,Iris-setosa
+2,6.179366488830356,3.054000000127842,4.899684267705712,1.6654422844131214,Iris-virginica
+3,5.10894771650121,3.0958906028899547,1.5100242922704403,0.2615308111000055,Iris-setosa
+4,6.179366492612687,3.054000088190804,4.902256545516743,1.6670943138527607,Iris-virginica
+5,5.108947716441288,3.06272231225536,1.5100228080676867,0.2615308090784228,Iris-setosa
+6,5.108947716403001,3.0797291293777915,1.5100234002988344,0.2615308098444187,Iris-setosa
+7,6.1793664907034485,3.0540000103115283,4.899491432466505,1.6654274881467066,Iris-versicolor
+8,6.17936649097031,3.0540000020389595,4.899492303953337,1.665427560656013,Iris-versicolor
+9,5.108947716307509,3.0608695343132624,1.5100226267150956,0.2615308087334122,Iris-setosa
+10,6.179366488958751,3.0540000001307863,4.900465872209726,1.6654973845665517,Iris-virginica
+11,5.108947716311612,3.067937670531447,1.5100229028034857,0.2615308091732354,Iris-setosa
+12,6.1793664891822,3.0540000026972955,4.9089518652517725,1.6675239823516648,Iris-virginica
+13,6.17936648902162,3.0540000004481334,4.902204940914518,1.6657457002693399,Iris-virginica
+14,5.108947716483875,3.055204999554353,1.5100225057267784,0.26153080860873157,Iris-setosa
+15,6.179366489361639,3.054000009121039,4.936907884597793,1.6774210408808696,Iris-virginica
+16,6.179366490157803,3.0540000036318236,4.899518470286291,1.6654319264819293,Iris-versicolor
+17,5.108947716294758,3.0541016323370247,1.5100223962501444,0.26153080841936477,Iris-setosa
+18,6.179366488900439,3.054000000236599,4.899954660228859,1.6654717051586188,Iris-virginica
+19,6.179366489533167,3.054000013612152,4.921372445446165,1.6733816031356457,Iris-virginica
+20,6.179366503597802,3.0556092836544426,1.5100562439225749,0.26153515911460623,Iris-setosa
+21,5.10894771650612,3.0543779076619155,1.5100224548493446,0.26153080855279937,Iris-setosa
+22,6.179366489607215,3.0540000021271214,4.9002672624678025,1.6655680641752186,Iris-virginica
+23,5.108947716824583,3.0546753959670823,1.5100226411204876,0.26153080954990404,Iris-setosa
diff --git a/iris/lct_gan/2/14/test.csv b/iris/lct_gan/2/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/train.csv b/iris/lct_gan/2/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/14/val.csv b/iris/lct_gan/2/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/synth.csv b/iris/lct_gan/2/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a555bc8131806ed6ec388fe304fe965c78c17470
--- /dev/null
+++ b/iris/lct_gan/2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366495547519,3.0540002108235833,4.901538876091944,1.6669079880935342,Iris-virginica
+1,6.179366489449791,3.05400001389321,4.914037971510929,1.6713167891140361,Iris-virginica
+2,6.17936648990192,3.054000182546933,5.121822215219234,1.833435978232837,Iris-virginica
+3,5.108947716589465,3.0595535644634158,1.5100227514030256,0.26153080902046977,Iris-setosa
+4,6.17936648972148,3.054000333181379,4.899491325812881,1.6654274756074792,Iris-setosa
+5,6.179366489245502,3.054000001987238,4.90130726362488,1.6657987755331556,Iris-virginica
+6,6.179366488834915,3.0540000001414924,4.900149593447484,1.6654822181107736,Iris-virginica
+7,5.108947716440609,3.0763468759250294,1.5100233913058885,0.26153080995007094,Iris-setosa
+8,5.108947716503228,3.097094575220138,1.5100244258075353,0.26153081145141716,Iris-setosa
+9,6.1793664888681175,3.0540000002162855,4.900668609796103,1.6655428472417988,Iris-virginica
+10,6.179366490744225,3.054000035122791,4.902136814186408,1.6669091969060077,Iris-virginica
+11,6.17936648948546,3.0540000256093873,4.971928433306074,1.697151353929483,Iris-virginica
+12,6.179366488938763,3.0540000002550975,4.901092277735382,1.6655835964494519,Iris-virginica
+13,6.179366488988791,3.054000000834857,4.902388609571392,1.6658890954450893,Iris-virginica
+14,6.1793664900956955,3.0540000022800666,4.899495977093627,1.665428055579613,Iris-versicolor
+15,5.108947716278187,3.057919728853339,1.5100225296515803,0.26153080861559347,Iris-setosa
+16,5.108947716631255,3.080132399334243,1.5100241337391371,0.26153081173821224,Iris-setosa
+17,5.108947716329757,3.0612645735970685,1.5100226494670186,0.2615308087623973,Iris-setosa
+18,5.108947716980295,3.0751057516667,1.510024566008072,0.2615308134706939,Iris-setosa
+19,6.179366488735099,3.0540000000255483,4.899593059165227,1.6654318730659636,Iris-virginica
+20,5.108947716422853,3.0719936365372487,1.5100231756035647,0.26153080945299945,Iris-setosa
+21,6.179366529664546,3.0542278921571735,1.5101088438418047,0.2615843610032565,Iris-setosa
+22,5.108947716295842,3.0544257748089696,1.5100224168166712,0.26153080844607,Iris-setosa
+23,6.179366489611748,3.054000000389366,4.899491575725794,1.6654274881158202,Iris-versicolor
+24,6.179366488896692,3.0540000000874414,4.900101898943621,1.6654656987728695,Iris-virginica
+25,6.17936648903465,3.0540000007669645,4.902746709213634,1.6658997193019143,Iris-virginica
+26,5.108947716400847,3.0725505612788973,1.5100231241025708,0.2615308093780195,Iris-setosa
+27,6.179366488859082,3.05400000017532,4.8999132833906405,1.665464241737596,Iris-virginica
+28,6.179366488896988,3.0540000000558623,4.899893730358373,1.6654480366545488,Iris-virginica
+29,5.108947716542887,3.0540066760255837,4.899491314064713,0.2615308084340107,Iris-setosa
+30,5.108947716544182,3.0687351144442623,1.510023560851675,0.2615308111960382,Iris-setosa
+31,5.10894771631657,3.066564013527062,1.5100228496154269,0.26153080900513687,Iris-setosa
+0,6.179366488821113,3.054000000120647,4.900021968296155,1.6654691295658874,Iris-virginica
+1,5.1089477164376005,3.0601906893622974,1.5100227056390483,0.26153080886023183,Iris-setosa
+2,6.1793664892310405,3.054000004040156,4.9161705867915275,1.6696323427822692,Iris-virginica
+3,6.179366489507436,3.054000104231368,4.899491305271002,1.6654274752403875,Iris-versicolor
+4,6.179366489019909,3.0540000006326267,4.901102457035371,1.6656468206121129,Iris-virginica
+5,6.179366489824773,3.0540000073078977,4.90234351693057,1.6663053999694875,Iris-virginica
+6,6.179366497348248,3.054000160368078,4.900438701874949,1.665973964918848,Iris-virginica
+7,5.108947716449736,3.0672545601199097,1.5100231309273975,0.26153080975880433,Iris-setosa
+8,5.108947716783482,3.0552155269670207,1.5100226176813658,0.26153080912332793,Iris-setosa
+9,6.179366489464909,3.0540014048283073,4.899491349741947,0.26153080878485313,Iris-setosa
+10,6.179366507470589,3.0540020403118926,4.899542470808118,1.6654510951500077,Iris-versicolor
+11,6.179366489237981,3.0540000055740166,4.914172305948424,1.6696060702790503,Iris-virginica
+12,5.108947716721842,3.0546045573447187,1.5100225635053681,0.26153080914756044,Iris-setosa
+13,6.179366489368311,3.054000004696766,4.919999594301832,1.6706237394840677,Iris-virginica
+14,5.108947716433704,3.055397207192576,1.5100224940758824,0.26153080856951033,Iris-setosa
+15,6.179366489136823,3.0540000006561874,4.903572089720113,1.6659441814454934,Iris-virginica
+16,5.1089477163812544,3.0597988260314426,1.5100226454261192,0.26153080875723556,Iris-setosa
+17,5.1089477164367905,3.0838725264584177,1.5100236324467669,0.26153081006279866,Iris-setosa
+18,5.108947716383535,3.0540054158072056,4.899491309333298,0.261530808433092,Iris-setosa
+19,5.108947716526766,3.0971350709345105,1.510024235485153,0.26153081072628087,Iris-setosa
+20,5.108947716476027,3.08252688191448,1.5100236420302406,0.2615308100407699,Iris-setosa
+21,6.179366490206135,3.0540004310429025,4.899491398984135,1.665427479312991,Iris-setosa
+22,5.108947716624263,3.066386032978799,1.510023224736946,0.2615308099741114,Iris-setosa
+23,5.108947717439493,3.0559778153425947,1.5100236596792596,0.26153081778886345,Iris-setosa
+24,5.108947716659491,3.054186473862881,1.5100224654510135,0.26153080872953616,Iris-setosa
+25,6.179366488879025,3.054000000105135,4.9001993458155715,1.6654767134118962,Iris-virginica
+26,5.108947716466789,3.05403380201042,4.899491324066001,0.2615308084340297,Iris-setosa
+27,6.17936648986732,3.0540000202614768,4.915358551868226,1.6720019447580952,Iris-virginica
+28,6.179366490384106,3.054000078930177,4.952628129551912,1.6989521484618213,Iris-virginica
+29,6.1793664889728275,3.054000000222544,4.901054819349706,1.6655676041540666,Iris-virginica
+30,5.1089477163101,3.0577892290230553,1.5100225340376419,0.2615308086118261,Iris-setosa
+31,5.108947716273075,3.054059770298292,1.5100223907185921,0.2615308084128146,Iris-setosa
+0,6.1793664889543365,3.05400000092238,4.9028086876558845,1.6660063193108032,Iris-virginica
+1,6.179366493077915,3.0540005045374663,4.899502995029885,1.6654318899714544,Iris-versicolor
+2,6.1793664891775215,3.0540000024019274,4.903948619954317,1.6664251789503322,Iris-virginica
+3,6.179366489279049,3.0540000057164076,4.920064639265655,1.671223333717302,Iris-virginica
+4,5.108947716326077,3.0550063190656247,1.5100224533454378,0.2615308085044521,Iris-setosa
+5,6.179366489700905,3.0540000011008366,4.899514152811715,1.6654300744170725,Iris-versicolor
+6,6.179366489237102,3.0540000030521255,4.9121653234692895,1.6683240131090298,Iris-virginica
+7,5.108947716573308,3.054019099484031,4.899491334593549,0.2615308084920104,Iris-setosa
+8,6.179366488916104,3.0540000001605376,4.900567159952709,1.6655148523834464,Iris-virginica
+9,5.108947716609192,3.0590937431450036,1.5100230615895942,0.26153081067801126,Iris-setosa
+10,5.108947716306732,3.0656012244565476,1.5100227951942011,0.26153080902024395,Iris-setosa
+11,5.1089477164588235,3.077163004470945,1.5100234220567423,0.2615308099608963,Iris-setosa
+12,5.108947717046646,3.0545056816101375,1.5100229115405763,0.2615308134858804,Iris-setosa
+13,6.179366489727195,3.054000088679107,5.041992962293028,1.7559827920825801,Iris-virginica
+14,6.179366497171866,3.0540076107018512,4.899510284169751,1.6654371798901104,Iris-setosa
+15,5.108947717698299,3.0793819761071903,1.510027381346858,0.2615308253172001,Iris-setosa
+16,6.179366489762353,3.054000252396694,4.8994913569391105,1.6654274771032522,Iris-versicolor
+17,5.108947716990114,3.0540033493442738,4.899491373575614,0.2615308088504001,Iris-setosa
+18,5.10894771635792,3.0701441283254476,1.5100229884015577,0.26153080919685673,Iris-setosa
+19,5.108947716459146,3.0814564807232827,1.5100235901832217,0.2615308101138943,Iris-setosa
+20,5.108947716368706,3.0639375571860064,1.5100227832821487,0.26153080894092584,Iris-setosa
+21,6.179366489467916,3.0540000078590186,4.905616942919903,1.6674773931120812,Iris-virginica
+22,6.179366488957069,3.0540000004728,4.902224009355472,1.6657794743736165,Iris-virginica
+23,5.108947716288125,3.0541689601008204,1.5100223984618526,0.26153080841915094,Iris-setosa
+24,5.108947716329397,3.05588949579785,1.510022485571436,0.26153080856527644,Iris-setosa
+25,6.179366489592778,3.0540000337213224,4.9966518542746945,1.7088908643246576,Iris-virginica
+26,6.179366489652093,3.054000027210664,4.89949130924464,1.665427475383154,Iris-versicolor
+27,6.179366488855559,3.054000000215924,4.900594461902467,1.6655376645067488,Iris-virginica
+28,6.179366497741944,3.054520393484704,1.5100308169726626,0.2615315491404692,Iris-setosa
+29,6.179366488781167,3.0540000001045495,4.900017904891255,1.665469675180669,Iris-virginica
+30,6.179366489008948,3.0540000003365058,4.901844350065481,1.6656774461300035,Iris-virginica
+31,6.179366488767037,3.054000000048543,4.899572309317243,1.6654316733838705,Iris-virginica
+0,6.179366498655538,3.0540959378158528,4.89950062477092,0.26153135177708103,Iris-setosa
+1,6.179366503312462,3.05400327503483,4.899513263431971,1.6654367584241665,Iris-setosa
+2,5.108947716810086,3.0557480787550717,1.5100226559761771,0.2615308090380667,Iris-setosa
+3,6.179366488954494,3.054000000522837,4.902596048655936,1.665847498674431,Iris-virginica
+4,6.179366488963352,3.054000000619525,4.901048071223929,1.6656520881633636,Iris-virginica
+5,6.179366489351636,3.054000009647602,4.929451948893238,1.675281788643915,Iris-virginica
+6,6.179366489102578,3.054000002145457,4.90675448953803,1.6669870254243526,Iris-virginica
+7,5.108947716616128,3.0618802705736194,1.5100232501690491,0.26153081102192205,Iris-setosa
+8,6.1793664889065045,3.0540000002615098,4.901134418468121,1.6655966274168188,Iris-virginica
+9,5.108947716378721,3.0545588800798096,1.5100224374248679,0.26153080847882054,Iris-setosa
+10,6.179366494856726,3.0540051563091994,4.89949389237469,0.261530970387409,Iris-setosa
+11,6.179366489466564,3.0540000072822537,4.930603153765617,1.6743187957725914,Iris-virginica
+12,5.108947716652774,3.0944938790733127,1.5100247730574734,0.2615308124269453,Iris-setosa
+13,6.1793664902226055,3.0540000130554703,4.901989509566446,1.6663290834565847,Iris-virginica
+14,6.179366489032232,3.0540000003707752,4.902027735364193,1.665700767233351,Iris-virginica
+15,5.1089477163568775,3.058060912458947,1.5100225755471863,0.2615308086857031,Iris-setosa
+16,6.179366490357308,3.054000114305794,4.899491426242484,1.6654274836127094,Iris-versicolor
+17,5.108947716471517,3.054007612443826,4.899491311284225,0.2615308084276766,Iris-setosa
+18,6.179366488983025,3.0540000007408112,4.901360328205609,1.665713217232046,Iris-virginica
+19,5.108947716419803,3.0863644602027795,1.510023683837287,0.2615308102492271,Iris-setosa
+20,5.1089477165868376,3.094161255254179,1.5100246604823144,0.2615308123619695,Iris-setosa
+21,6.17936648879517,3.054000000153341,4.900102346258678,1.6654846481299739,Iris-virginica
+22,6.179366489276815,3.054000004542782,4.919404279517692,1.6706215775694517,Iris-virginica
+23,5.108947717101929,3.054537762920712,1.5100228859550402,0.26153081325321487,Iris-setosa
diff --git a/iris/lct_gan/2/15/test.csv b/iris/lct_gan/2/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/train.csv b/iris/lct_gan/2/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/15/val.csv b/iris/lct_gan/2/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/synth.csv b/iris/lct_gan/2/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef54149906cb7fe052379f9b46fbce981de4b7e1
--- /dev/null
+++ b/iris/lct_gan/2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716393979,3.0684196876999845,1.5100230062771256,0.26153080932069567,Iris-setosa
+1,5.108947716486438,3.0589935301776663,1.510022730867307,0.2615308090832638,Iris-setosa
+2,6.179366513042446,3.054006635833608,4.899612585162438,1.6655009621024301,Iris-setosa
+3,6.179366488919468,3.0540000000651957,4.899986438993305,1.6654541391801942,Iris-virginica
+4,6.179366493182035,3.0542307754080866,1.5100240778940532,0.26153086294384664,Iris-setosa
+5,5.108947716434475,3.0747534901468465,1.5100232254177934,0.26153080962310826,Iris-setosa
+6,5.10894771683348,3.056299651949589,1.5100230028996449,0.26153081119446187,Iris-setosa
+7,6.179366488857253,3.054000000090101,4.90008780231475,1.6654668613155883,Iris-virginica
+8,6.179366489936365,3.054000005388434,4.901681869564034,1.6659838067588317,Iris-virginica
+9,6.179366492805205,3.054001632812079,4.8994922665775595,1.6654275761246653,Iris-setosa
+10,5.108947716569554,3.0740286146057034,1.5100233789619175,0.26153080981374033,Iris-setosa
+11,5.108947716484071,3.058161119389116,1.5100227660392427,0.2615308093327579,Iris-setosa
+12,5.108947716375518,3.058823913119749,1.5100226122906995,0.26153080873071055,Iris-setosa
+13,6.179366489853918,3.0540000186477054,4.899491314454735,1.6654274755954968,Iris-versicolor
+14,6.179366489115258,3.054000002832268,4.910991108350792,1.668180823888172,Iris-virginica
+15,6.179366494046154,3.0540009723226884,4.89949195463654,1.665427527088644,Iris-setosa
+16,6.179366488922645,3.0540000003843986,4.901544774240944,1.665677511204612,Iris-virginica
+17,5.108947716417605,3.0573393106728797,1.5100225795826094,0.26153080871107237,Iris-setosa
+18,5.108947716487455,3.096737471086432,1.5100242185764943,0.2615308109213763,Iris-setosa
+19,5.108947716308942,3.0580944964206864,1.5100225473232165,0.2615308086243348,Iris-setosa
+20,5.108947716985433,3.0653358120285037,1.5100238664532015,0.26153081233377207,Iris-setosa
+21,6.1793664890297615,3.054000000259848,4.901369953198408,1.6656013820052948,Iris-virginica
+22,5.1089477164688635,3.0848367507650525,1.5100239170224437,0.26153081112846266,Iris-setosa
+23,6.179366488937501,3.054000000591251,4.901387678326254,1.6657049204870713,Iris-virginica
+24,6.1793664894391,3.05400002285122,4.957900770684606,1.6909661052016236,Iris-virginica
+25,5.108947716411656,3.0708061963884634,1.5100230791294895,0.2615308093949098,Iris-setosa
+26,6.179366489005206,3.0540000002360124,4.90117982651589,1.665581083787028,Iris-virginica
+27,6.1793664892539235,3.0540000042580355,4.9181066273303555,1.6702249814498034,Iris-virginica
+28,6.179366489071565,3.0540000004551002,4.9024575408412625,1.665766055367352,Iris-virginica
+29,6.179366489101282,3.0540000013064983,4.905394628704364,1.666460359512408,Iris-virginica
+30,5.10894771641492,3.057287012495916,1.5100225898252257,0.26153080877118756,Iris-setosa
+31,6.179366489004991,3.0540000004627186,4.900212160590743,1.6655122256046797,Iris-virginica
+0,5.1089477164463055,3.0540065139177917,4.899491303725446,0.2615308084107963,Iris-setosa
+1,5.108947716456565,3.061840787493593,1.5100227950799765,0.2615308090598746,Iris-setosa
+2,6.1793664892281654,3.0540000048452103,4.9190745209679845,1.6707716705614128,Iris-virginica
+3,5.108947716607314,3.0540402794736985,4.89949144449452,0.261530809232072,Iris-setosa
+4,5.10894771637717,3.0658071321399474,1.5100228647749572,0.2615308090351396,Iris-setosa
+5,6.179366490109946,3.0540000302044894,4.924259393766449,1.676282441488729,Iris-virginica
+6,6.179366488835675,3.0540000000738035,4.899971477682345,1.6654573576220575,Iris-virginica
+7,6.179366488898464,3.0540000003278167,4.901395013003426,1.6656503848552344,Iris-virginica
+8,6.179366489300592,3.05400000033038,4.8995444628740135,1.6654313759636117,Iris-virginica
+9,5.10894771659947,3.11132429336077,1.5100249796247707,0.2615308116109136,Iris-setosa
+10,6.179366489704254,3.0540000721547664,5.057285266853042,1.752789347701253,Iris-virginica
+11,5.108947716310257,3.054067807536295,1.510022394081508,0.2615308084175229,Iris-setosa
+12,6.179366492805779,3.0540000105815994,4.899515232615473,1.6654315413082068,Iris-versicolor
+13,6.17936649064339,3.0540000037620847,4.8994915439275575,1.6654274963386375,Iris-versicolor
+14,6.179366489473209,3.0540000016788795,4.89987560757643,1.665495162719827,Iris-virginica
+15,6.179366492975751,3.054000011845994,4.899518327880494,1.665432129782332,Iris-versicolor
+16,5.108947716363327,3.054267162452176,1.5100224133516496,0.2615308084386385,Iris-setosa
+17,6.179366493988526,3.054000313320506,4.905492503349429,1.6712792482273349,Iris-virginica
+18,6.1793664889942095,3.0540000007374166,4.903170399235307,1.6659783085279065,Iris-virginica
+19,6.179366489049324,3.0540000015386415,4.904307570257305,1.6663694493918704,Iris-virginica
+20,6.179366489331544,3.054000001148696,4.90004650335117,1.6655101344169616,Iris-virginica
+21,6.17936648938113,3.0540000161074,4.95245581652224,1.6858893342492836,Iris-virginica
+22,6.17936648938817,3.054000011379455,4.9437302830425915,1.680460746664736,Iris-virginica
+23,5.108947716512883,3.097631281083008,1.5100243464915728,0.26153081110413345,Iris-setosa
+24,6.179366489196493,3.0540000027600596,4.906710031619491,1.6670163065003167,Iris-virginica
+25,5.108947716554056,3.080964926438901,1.5100236826845375,0.2615308103201008,Iris-setosa
+26,6.179366529896363,3.057763055081564,1.5101865067841997,0.2615721551018939,Iris-setosa
+27,5.1089477166112465,3.058682100038737,1.510022807421747,0.26153080938239365,Iris-setosa
+28,6.17936648903168,3.054000000926529,4.904175549585768,1.666165877306471,Iris-virginica
+29,5.108947718384928,3.054025102548519,4.899491638799345,0.2615308107644306,Iris-setosa
+30,5.108947716400502,3.0750078980246958,1.5100232237312285,0.261530809647875,Iris-setosa
+31,5.108947716450505,3.0710142549136537,1.5100230887825783,0.26153080938842055,Iris-setosa
+0,6.179366489706208,3.0540000068493742,4.903397650917967,1.6665881260764845,Iris-virginica
+1,5.10894771635998,3.0540543160249705,4.899491319400798,0.2615308084237437,Iris-setosa
+2,5.108947716608958,3.05702988728866,1.510022852041602,0.2615308100162626,Iris-setosa
+3,5.108947716449405,3.08391397524041,1.5100236681374897,0.2615308103228993,Iris-setosa
+4,5.108947716401409,3.0544292062850644,1.5100224419416015,0.261530808503487,Iris-setosa
+5,5.108947716678729,3.0559267825560856,1.5100226529941068,0.26153080909081633,Iris-setosa
+6,6.179366488920027,3.054000000214171,4.901003290472506,1.665568621655347,Iris-virginica
+7,5.108947716816546,3.054002614924138,4.899491338708357,0.2615308085985203,Iris-setosa
+8,6.179366489121896,3.054000002712329,4.90836707888442,1.667454937299663,Iris-virginica
+9,5.108947719041419,3.0640820467449204,1.5100285195039338,0.2615308610322189,Iris-setosa
+10,5.108947718684636,3.0551623386096054,1.5100239519356982,0.2615308257149949,Iris-setosa
+11,6.179366490932683,3.054000245066973,5.024416320376416,1.7788630118719022,Iris-virginica
+12,6.179366490009691,3.054000029521519,4.918092031844554,1.6740846858275777,Iris-virginica
+13,6.179366488947075,3.0540000002354017,4.901094120931371,1.665578120865918,Iris-virginica
+14,6.179366490991473,3.05400000294452,4.899497418623698,1.665428191932877,Iris-versicolor
+15,5.108947716361557,3.065795412789038,1.5100228729157188,0.2615308090448529,Iris-setosa
+16,6.17936649054074,3.0540003073687756,5.0909093139768435,1.8454071434275834,Iris-virginica
+17,5.108947716527401,3.0867612389959826,1.5100240136803587,0.26153081091002967,Iris-setosa
+18,6.179366488910999,3.0540000002306833,4.90109628569002,1.6655859835635072,Iris-virginica
+19,6.179366488967945,3.054000000632013,4.900762170948264,1.665611267470501,Iris-virginica
+20,6.179366489720432,3.0540000003910084,4.899492658758767,1.6654275558132943,Iris-versicolor
+21,5.1089477164494435,3.076595370597866,1.510023353957307,0.2615308097032832,Iris-setosa
+22,6.179366489081632,3.0540000014552153,4.904781177434493,1.6664001702148772,Iris-virginica
+23,6.179366489906848,3.0540000011582222,4.899495973071117,1.6654279290338694,Iris-versicolor
+24,6.179366489756426,3.0540009053921695,4.899491335807003,0.26153080866283657,Iris-setosa
+25,6.179366488894308,3.054000000339939,4.900923236026836,1.6655950319928576,Iris-virginica
+26,6.179366492165479,3.054010882878459,4.899491873937574,0.2615308168958701,Iris-setosa
+27,6.179366488807401,3.0540000001454133,4.899763505224915,1.6654512990896384,Iris-virginica
+28,6.179366488751049,3.0540000000416505,4.899699114354326,1.6654389029246974,Iris-virginica
+29,6.179366489635515,3.0540000009052544,4.89953488193608,1.6654324552880007,Iris-virginica
+30,6.179366494070937,3.05400031854638,4.915695931775398,1.6805373896170013,Iris-virginica
+31,5.108947716475587,3.083207175785813,1.5100237556271208,0.2615308105955909,Iris-setosa
+0,5.108947716534654,3.061029824348789,1.510022827228883,0.2615308091713102,Iris-setosa
+1,6.179366489069196,3.0540000004453014,4.900020201704579,1.6654837432666472,Iris-virginica
+2,5.108947716271137,3.0546278534184386,1.5100224232966108,0.26153080845718213,Iris-setosa
+3,6.17936649735381,3.054001982239916,4.977102339166568,1.795551619131126,Iris-virginica
+4,6.179366489507167,3.0540000192341807,4.968881328607531,1.6920230918072203,Iris-virginica
+5,6.179366488982185,3.0540000003139074,4.901571008516689,1.6656433067616674,Iris-virginica
+6,5.108947716505759,3.0750380291287027,1.5100234249826756,0.26153081001276884,Iris-setosa
+7,6.179366491407121,3.054000006993224,4.89960057395193,1.6654512488196307,Iris-virginica
+8,6.179366488966574,3.0540000001437124,4.900551814154037,1.6655052181487975,Iris-virginica
+9,6.179366489113174,3.054000001282573,4.906327225295126,1.6665985896045632,Iris-virginica
+10,6.179366494293184,3.054000213261321,4.899492625843667,1.665427735849275,Iris-versicolor
+11,6.179366489695459,3.0540000677105104,5.066219817819907,1.7522393298691952,Iris-virginica
+12,6.179366497976717,3.0540014936074007,4.941166905511432,1.7276886976367785,Iris-virginica
+13,5.1089477162774015,3.0614152242873693,1.5100226312585536,0.2615308087239515,Iris-setosa
+14,6.179366488868788,3.0540000003254764,4.9011215515648185,1.6656237657462458,Iris-virginica
+15,5.108947716476783,3.084624722198054,1.5100239001423912,0.26153081094955555,Iris-setosa
+16,6.179366489195891,3.0540000024183014,4.910319387699302,1.6677581045316223,Iris-virginica
+17,5.108947716405265,3.0738539875031363,1.5100231494749108,0.2615308094344311,Iris-setosa
+18,5.108947716461935,3.05484469783451,1.5100224659121257,0.26153080852842325,Iris-setosa
+19,5.108947716382192,3.060789916139044,1.5100227110486688,0.2615308089290271,Iris-setosa
+20,5.108947716340482,3.0607988551727585,1.5100226560890515,0.2615308087943775,Iris-setosa
+21,5.108947716535148,3.0832577559859464,1.5100240044188546,0.26153081121449595,Iris-setosa
+22,5.108947716433324,3.081996200340518,1.5100235324154219,0.26153080986372484,Iris-setosa
+23,5.108947716315372,3.054231466764465,1.5100224060885123,0.2615308084295632,Iris-setosa
diff --git a/iris/lct_gan/2/16/test.csv b/iris/lct_gan/2/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/train.csv b/iris/lct_gan/2/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/16/val.csv b/iris/lct_gan/2/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/synth.csv b/iris/lct_gan/2/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f8a1d9894f9724de9f4d246180703f9c478afdb
--- /dev/null
+++ b/iris/lct_gan/2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936649121552,3.0540004944109125,5.0837337879461595,1.870121978397287,Iris-virginica
+1,6.179366488950639,3.054000000110089,4.90034013827871,1.6654837843301782,Iris-virginica
+2,6.1793664892555515,3.054000001717877,4.9008131751243145,1.665682420119065,Iris-virginica
+3,6.179366489017426,3.054000000399001,4.9021613285758185,1.6657307910468884,Iris-virginica
+4,6.1793664888656075,3.0540000002027408,4.900811963426188,1.6655561291274767,Iris-virginica
+5,5.108947716597341,3.054154424348059,1.5100224768021635,0.2615308089139142,Iris-setosa
+6,5.108947716403889,3.059038897484298,1.5100226335903832,0.2615308087607159,Iris-setosa
+7,6.179366497481373,3.0592202946672846,1.5100323066486006,0.26153095940839666,Iris-setosa
+8,6.179366488990336,3.054000000403207,4.902068937204319,1.6657284376553976,Iris-virginica
+9,5.108947716866694,3.0940304338440687,1.5100260515111068,0.26153081678993767,Iris-setosa
+10,6.1793664897071725,3.054038414315738,4.899491552834909,0.2615308102313042,Iris-setosa
+11,5.108947716657033,3.0860526654188907,1.5100244067456106,0.2615308121248477,Iris-setosa
+12,5.108947716715915,3.054005019831073,4.899491323546983,0.2615308084742781,Iris-setosa
+13,6.179366490089911,3.05400007728448,4.992944119367708,1.7224421056608377,Iris-virginica
+14,6.179366488841951,3.0540000001412393,4.899618047672691,1.6654376888040425,Iris-virginica
+15,6.179366488870971,3.054000000147049,4.900345026011586,1.6654964911097616,Iris-virginica
+16,6.179366488917092,3.054000000112166,4.900323484537845,1.6654851499665961,Iris-virginica
+17,5.1089477166153054,3.0621257651763387,1.510022976788845,0.26153080956731584,Iris-setosa
+18,6.179366488808593,3.0540000000926053,4.899960878914566,1.6654607801564882,Iris-virginica
+19,6.179366489429825,3.0540000060380983,4.909300549781676,1.6680978511875955,Iris-virginica
+20,5.1089477165701185,3.0700032964855066,1.5100231888138231,0.2615308095318291,Iris-setosa
+21,6.17936648898122,3.054000000623638,4.90279468859016,1.6658902698467826,Iris-virginica
+22,6.179366490692481,3.054000324620077,4.899491514718962,1.6654274889811973,Iris-versicolor
+23,5.108947716465822,3.054107394644276,1.510022420477032,0.2615308085162644,Iris-setosa
+24,5.108947716678117,3.0823141353269436,1.5100242568571776,0.26153081180164944,Iris-setosa
+25,5.108947716574989,3.060742849570803,1.5100228677807577,0.2615308092803764,Iris-setosa
+26,5.108947716604949,3.1209593369027995,1.5100259454513574,0.26153081356494146,Iris-setosa
+27,5.108947716305606,3.056910200630339,1.5100225135137508,0.2615308085782587,Iris-setosa
+28,5.108947716817925,3.0553657173232462,1.5100226266166492,0.26153080901514436,Iris-setosa
+29,6.179366488905328,3.0540000003522985,4.9013376060077185,1.665645814568348,Iris-virginica
+30,5.108947716397136,3.071968979132409,1.5100231079091169,0.2615308093344396,Iris-setosa
+31,6.179366489704774,3.0540000087189747,4.90376363319344,1.666829150192304,Iris-virginica
+0,6.179366494291356,3.0540000181345777,4.899507455501096,1.6654303415008833,Iris-versicolor
+1,6.179366498490267,3.0540540370386235,4.8995020383067756,0.26153168838586227,Iris-setosa
+2,6.179366489330901,3.0540000051630636,4.9178893709603,1.670328778636923,Iris-virginica
+3,5.108947716320268,3.06245525127792,1.5100227119022285,0.261530808882281,Iris-setosa
+4,5.108947716380554,3.0595344785598693,1.510022629656682,0.2615308087300895,Iris-setosa
+5,6.179366512515136,3.054690026993905,1.5100456750564717,0.2615335884008487,Iris-setosa
+6,6.1793664889493245,3.0540000004155443,4.901972032230426,1.6657289635540766,Iris-virginica
+7,6.1793664890782365,3.0540000008632067,4.904404853954038,1.6661658175081817,Iris-virginica
+8,6.179366497561832,3.0540006905185053,4.899515108698186,1.6654365376901634,Iris-versicolor
+9,5.108947716402461,3.0550379222324775,1.5100224722931628,0.2615308085426314,Iris-setosa
+10,5.108947716505548,3.095102242097935,1.5100242443690752,0.26153081101273395,Iris-setosa
+11,5.108947716507166,3.054960776479876,1.5100224950268506,0.26153080858290084,Iris-setosa
+12,5.10894771648201,3.055581046913197,1.5100225447789786,0.2615308088007376,Iris-setosa
+13,6.179366488861893,3.0540000001984446,4.900607176280912,1.665533575416389,Iris-virginica
+14,5.108947716430593,3.0590222835998904,1.5100227158349293,0.26153080905000026,Iris-setosa
+15,6.179366489064447,3.054000000501125,4.9025490649413666,1.665786738361865,Iris-virginica
+16,5.108947716307332,3.0670032344176654,1.5100228391212562,0.2615308090300543,Iris-setosa
+17,5.108947717901709,3.0566965989785464,1.5100239065580794,0.2615308175350482,Iris-setosa
+18,5.108947716465901,3.0568619002661563,1.5100226287403087,0.26153080898157965,Iris-setosa
+19,6.179366488880278,3.0540000001647,4.900470975490226,1.6655105947822215,Iris-virginica
+20,6.1793664891716045,3.054000001122292,4.905384103805126,1.666345822899221,Iris-virginica
+21,6.179366489410355,3.0540000070614064,4.927388354189186,1.673388586841717,Iris-virginica
+22,6.179366490015324,3.054000022017592,4.899491312715275,1.6654274754621603,Iris-versicolor
+23,5.108947716582994,3.054000174713231,4.899491304299249,1.6654274752337004,Iris-versicolor
+24,6.179366488835762,3.0540000001685454,4.899855485385096,1.6654599050457417,Iris-virginica
+25,5.108947716503955,3.087362399276465,1.5100238259376346,0.26153081040427306,Iris-setosa
+26,6.179366488984365,3.054000000247791,4.901164418476132,1.6655828493914142,Iris-virginica
+27,6.179366489170854,3.054000001872843,4.907520492243927,1.6669794348650557,Iris-virginica
+28,6.179366488908017,3.0540000004300363,4.9012489467563425,1.665655703181503,Iris-virginica
+29,5.108947716510213,3.0738305890491056,1.5100232440083161,0.26153080956426294,Iris-setosa
+30,6.179366488938479,3.0540000001598506,4.90056677741919,1.6655122268218017,Iris-virginica
+31,5.108947716466963,3.0618385585710937,1.5100227955288485,0.26153080903973563,Iris-setosa
+0,6.1793664890314455,3.054000001133027,4.904509728522805,1.6663074534009328,Iris-virginica
+1,6.179366489136697,3.0540000007967203,4.904051533293763,1.6660597091911076,Iris-virginica
+2,6.1793664889289275,3.054000000156236,4.900553843291607,1.6655112885354117,Iris-virginica
+3,5.108947716321272,3.0652088495763072,1.5100227767408834,0.2615308089338141,Iris-setosa
+4,6.179366489407809,3.054000002164108,4.900169830838567,1.6655684438280818,Iris-virginica
+5,6.1793664889366084,3.0540000003031627,4.901506935959911,1.665644269804702,Iris-virginica
+6,5.10894771658588,3.054327704155923,1.5100225166817864,0.26153080905089615,Iris-setosa
+7,6.179366490466552,3.0540000154718805,4.900318536420366,1.665746483152823,Iris-virginica
+8,6.179366488897641,3.0540000000600407,4.899930428757917,1.6654507264289395,Iris-virginica
+9,6.179366489074939,3.054000000181167,4.899504521794502,1.6654283459556187,Iris-versicolor
+10,5.108947716480191,3.07530012433406,1.5100233863793224,0.2615308098607894,Iris-setosa
+11,6.1793664891235,3.054000001311139,4.90194700212916,1.6658610862935186,Iris-virginica
+12,6.179366489031006,3.0540000006437262,4.9029235673082265,1.6658910617025582,Iris-virginica
+13,5.1089477163527075,3.0579893708083463,1.5100225696466345,0.26153080868489526,Iris-setosa
+14,6.179366488898975,3.054000000310707,4.901007050537607,1.665596776695881,Iris-virginica
+15,6.179366489069837,3.054000001248406,4.905237739738843,1.6664255042978864,Iris-virginica
+16,5.1089477165864885,3.0540100160920347,4.899491313370389,0.261530808425053,Iris-setosa
+17,5.1089477165174975,3.098760447264506,1.5100244113037968,0.2615308113178949,Iris-setosa
+18,5.108947716631239,3.069624796627701,1.510023494842792,0.261530810763098,Iris-setosa
+19,5.108947716537859,3.07131424743619,1.5100232716087882,0.2615308097869675,Iris-setosa
+20,5.108947716321926,3.05429670661766,1.5100224146598888,0.2615308084500549,Iris-setosa
+21,5.108947716432082,3.057966376442107,1.5100226096765337,0.2615308087471717,Iris-setosa
+22,6.179366490935284,3.0540000045653826,4.899494004064142,1.665427829951657,Iris-versicolor
+23,6.179366488939833,3.054000000376663,4.900069591765058,1.6654932957756932,Iris-virginica
+24,6.179366489460225,3.054000000360485,4.899495927507858,1.6654277962610289,Iris-versicolor
+25,6.179366490526496,3.0540000137932446,4.903606521449778,1.6668421980464425,Iris-virginica
+26,5.108947716555323,3.0834882437984326,1.5100239552569168,0.26153081099122893,Iris-setosa
+27,5.108947716345456,3.0737948747719472,1.5100231181986432,0.2615308094288617,Iris-setosa
+28,5.108947716295989,3.0548948779716305,1.51002243741621,0.2615308084698397,Iris-setosa
+29,6.179366489591038,3.054000039862015,4.982514644215238,1.7071799427974317,Iris-virginica
+30,6.179366490659231,3.0540000037753186,4.8994914495553985,1.6654274853893987,Iris-versicolor
+31,6.179366492423557,3.0540325154710106,4.899491792484841,0.2615308125577527,Iris-setosa
+0,6.179366490218279,3.0540000076145932,4.900003992005495,1.6655869225827191,Iris-virginica
+1,6.17936648896359,3.0540000005563384,4.902409936865447,1.6658255283343972,Iris-virginica
+2,6.1793664888223025,3.0540000001065715,4.900127272396812,1.6654752347424377,Iris-virginica
+3,6.179366494184194,3.054000063194923,4.899503168071494,1.6654304714756571,Iris-versicolor
+4,5.108947719646848,3.0673171220865303,1.510031931525831,0.26153088938985525,Iris-setosa
+5,5.108947716688466,3.0540194972563786,4.89949134002479,0.261530808496318,Iris-setosa
+6,5.108947716388037,3.0631691415878066,1.5100228281323784,0.26153080917990323,Iris-setosa
+7,6.179366489658207,3.054000024901469,4.912884588884509,1.6724020294681272,Iris-virginica
+8,6.17936648893224,3.054000000178803,4.900754301017295,1.6655350127992834,Iris-virginica
+9,5.10894771651157,3.1018798569030546,1.5100244133020293,0.2615308109834717,Iris-setosa
+10,6.179366490575015,3.054000049605485,4.899491338519145,1.6654274766579324,Iris-versicolor
+11,6.179366488876259,3.054000000401381,4.901029452638484,1.6656297743782544,Iris-virginica
+12,6.179366489027913,3.054000001048256,4.904310949059114,1.666236652481521,Iris-virginica
+13,6.179366488905844,3.05400000022212,4.90079420126636,1.6655505803636836,Iris-virginica
+14,5.108947716527353,3.067082865471176,1.5100230995156005,0.26153080955874336,Iris-setosa
+15,6.179366489173035,3.054000001510716,4.9073418710753085,1.6668309318040753,Iris-virginica
+16,6.179366488881428,3.054000000273081,4.900088330386883,1.6654900989122567,Iris-virginica
+17,5.108947716426085,3.072433721950338,1.510023149262665,0.26153080939297907,Iris-setosa
+18,6.179366490504794,3.0540000807204595,4.928784267952043,1.6853417421988022,Iris-virginica
+19,6.179366489039818,3.054000000456305,4.902434509685265,1.665773297664064,Iris-virginica
+20,6.179366492243211,3.054002614308237,4.899491944729261,0.2615308262947644,Iris-setosa
+21,6.179366491606621,3.0540000593405536,4.901778771997475,1.6667807506907883,Iris-virginica
+22,5.108947716359857,3.066633915885258,1.5100228501709472,0.2615308090433866,Iris-setosa
+23,5.108947717030507,3.05400488652639,4.8994913665930735,0.2615308087340692,Iris-setosa
diff --git a/iris/lct_gan/2/17/test.csv b/iris/lct_gan/2/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/train.csv b/iris/lct_gan/2/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/17/val.csv b/iris/lct_gan/2/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/synth.csv b/iris/lct_gan/2/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7957bd3b9c2f842345a3463e55893884d49df36f
--- /dev/null
+++ b/iris/lct_gan/2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489024133,3.0540000007785775,4.90385076602371,1.6660748894940385,Iris-virginica
+1,6.179366488742702,3.0540000000601064,4.899683202779785,1.6654402984682255,Iris-virginica
+2,5.10894771654953,3.082241148378276,1.510023809389454,0.261530810638336,Iris-setosa
+3,5.108947716574364,3.0553226035908843,1.5100225473096511,0.2615308087184986,Iris-setosa
+4,6.1793665002682685,3.0540218048177104,4.89950456599746,0.26153252332378063,Iris-setosa
+5,5.108947716424971,3.076732184098653,1.510023342057432,0.26153080965377035,Iris-setosa
+6,6.1793664926928376,3.0550135205017117,1.510024588279691,0.26153084019063694,Iris-setosa
+7,6.17936648917187,3.054000002661842,4.909746846312942,1.667712264478447,Iris-virginica
+8,5.108947716676966,3.0912822118452024,1.5100250817686727,0.26153081388672994,Iris-setosa
+9,6.179366488891902,3.0540000003332266,4.900814222767837,1.6655815439738617,Iris-virginica
+10,5.108947716440917,3.0542051297942776,1.5100224191589124,0.2615308084542637,Iris-setosa
+11,6.179366488848716,3.0540000002374397,4.900046011822469,1.6654844811038703,Iris-virginica
+12,5.108947716830856,3.054042185913941,4.8994913944854686,0.261530808700894,Iris-setosa
+13,6.179366488842475,3.0540000001384846,4.9003344333018095,1.665497256010426,Iris-virginica
+14,6.179366489070481,3.0540000007286157,4.90355317272921,1.6659875303620997,Iris-virginica
+15,5.108947716713149,3.0619864498730496,1.5100232431826375,0.2615308107127369,Iris-setosa
+16,6.1793664888852415,3.0540000001408734,4.899581742585268,1.6654340267438976,Iris-virginica
+17,6.179366489346171,3.054000001996234,4.901172212193526,1.6657531177041782,Iris-virginica
+18,5.108947716424278,3.054092094611175,1.5100224032332992,0.2615308084324265,Iris-setosa
+19,5.108947716348759,3.0575633475699053,1.5100225387963215,0.26153080862023725,Iris-setosa
+20,6.179366490813732,3.054000197294281,5.020878759828945,1.7646300264018997,Iris-virginica
+21,5.108947716440389,3.054096254792338,1.510022403243842,0.26153080843025744,Iris-setosa
+22,5.108947716434443,3.080902410354759,1.510023526384217,0.2615308099749325,Iris-setosa
+23,5.108947716550384,3.0813140743898755,1.5100241353618882,0.2615308121004827,Iris-setosa
+24,5.1089477166097295,3.0542481331973907,1.510022440788652,0.2615308085096564,Iris-setosa
+25,6.17936649079262,3.0540000035106907,4.899523318553605,1.6654319834433204,Iris-versicolor
+26,5.108947716618861,3.1133155864801316,1.5100252252037094,0.26153081203573864,Iris-setosa
+27,6.179366490445588,3.054000004635402,4.899555430697478,1.665440421196822,Iris-virginica
+28,6.179366491029612,3.054167768187734,1.5100230534627357,0.26153082177160186,Iris-setosa
+29,6.179366498366782,3.054002032179206,4.986519610499954,1.8032754903786063,Iris-virginica
+30,6.1793664891141455,3.0540000022687352,4.908101937720839,1.6673181428762356,Iris-virginica
+31,5.108947716627487,3.0728179997805887,1.510023603309162,0.26153081050162447,Iris-setosa
+0,5.108947716347874,3.0589946530909518,1.5100225908625127,0.2615308086658506,Iris-setosa
+1,6.179366489024778,3.054000000488037,4.902453895682781,1.6657837508179298,Iris-virginica
+2,6.179366489324776,3.054000002557492,4.910904061505068,1.6677612397360386,Iris-virginica
+3,6.1793664890499445,3.054000000863658,4.901383423654596,1.665718464442702,Iris-virginica
+4,5.108947716701433,3.0540073093261,4.899491333476339,0.26153080850485,Iris-setosa
+5,5.10894771652942,3.056309667611633,1.510022562591933,0.2615308086849554,Iris-setosa
+6,5.108947716465336,3.0551865951464765,1.510022508520808,0.2615308086199328,Iris-setosa
+7,5.108947716478372,3.0772724027884593,1.5100234243821455,0.26153081005908413,Iris-setosa
+8,5.108947716962391,3.054521206238473,1.5100226363144977,0.2615308096415822,Iris-setosa
+9,5.108947716441455,3.0816070493080963,1.5100235043473487,0.2615308099010073,Iris-setosa
+10,6.179366488932045,3.0540000001711545,4.900613929683011,1.6655195887596985,Iris-virginica
+11,6.179366542822118,3.0540543524555073,4.909002960395565,1.6846029652810592,Iris-virginica
+12,5.108947716374531,3.0542648098180383,1.5100224141820167,0.2615308084443197,Iris-setosa
+13,6.179366488813858,3.0540000001054657,4.899833449426933,1.665452830308819,Iris-virginica
+14,5.108947716413606,3.0920792275215536,1.5100240114070667,0.2615308109411485,Iris-setosa
+15,6.1793664888288955,3.0540000000913117,4.900010732998463,1.6654631951209722,Iris-virginica
+16,5.108947716370315,3.0599148519522066,1.5100226398212315,0.2615308087576467,Iris-setosa
+17,6.179366493012677,3.0540093682425717,4.8994926269430925,0.2615308481755995,Iris-setosa
+18,5.108947716329593,3.055539831367136,1.5100224701844565,0.2615308085206366,Iris-setosa
+19,6.1793664893877684,3.054000006380276,4.905505342796304,1.6673193474064787,Iris-virginica
+20,6.179366488830812,3.0540000000495273,4.899518782529887,1.6654286384206656,Iris-virginica
+21,6.179366491757642,3.0540000131650205,4.899541556745985,1.6654387363382872,Iris-virginica
+22,6.179366488808029,3.0540000001292005,4.899950624915502,1.6654656113535569,Iris-virginica
+23,5.108947716405994,3.0752575824221453,1.5100232672143374,0.26153080971478254,Iris-setosa
+24,5.108947716330186,3.0634148857268113,1.5100227261597134,0.26153080884101776,Iris-setosa
+25,5.108947716630213,3.1128297988988143,1.510025205745299,0.26153081199161443,Iris-setosa
+26,5.108947716363937,3.055226672384473,1.5100224762333592,0.2615308085576191,Iris-setosa
+27,5.108947716358699,3.055592580520565,1.510022521437803,0.2615308087317814,Iris-setosa
+28,6.179366489109561,3.0540000016953326,4.907272363513561,1.6669474404863298,Iris-virginica
+29,5.1089477162682995,3.0555694090640584,1.5100224599214107,0.2615308085280554,Iris-setosa
+30,6.179366490986128,3.0540000563034044,4.899491344140969,1.6654274766736272,Iris-versicolor
+31,6.1793664892944165,3.054000006873362,4.923573654507293,1.6727087774603826,Iris-virginica
+0,6.179366490777429,3.0540000571256236,4.8994915134191315,1.6654275062015258,Iris-versicolor
+1,6.179366489030696,3.0540000006171013,4.902705131581959,1.6658535813533406,Iris-virginica
+2,6.1793664891929385,3.0540000011822785,4.905845513292823,1.666439607823782,Iris-virginica
+3,6.179366488964468,3.054000000110251,4.900360667284426,1.6654842512844652,Iris-virginica
+4,6.17936648884239,3.0540000000663867,4.899930134505122,1.665453203839431,Iris-virginica
+5,5.1089477170794755,3.060742859230272,1.5100238772297332,0.26153081482363993,Iris-setosa
+6,5.108947716470786,3.0926288287756982,1.510024034802229,0.26153081063864725,Iris-setosa
+7,6.179366490137511,3.0540001281889224,5.061386110596329,1.7729261341398568,Iris-virginica
+8,5.108947716557956,3.1148183422892997,1.510025386934705,0.2615308126131245,Iris-setosa
+9,6.179366494429708,3.059769769543375,1.5100331528765083,0.2615310236182937,Iris-setosa
+10,6.179366488916281,3.0540000000649656,4.899975111750774,1.6654535356788336,Iris-virginica
+11,5.108947716389541,3.057059653143991,1.5100225400377276,0.261530808628865,Iris-setosa
+12,6.179366502175487,3.055646801434981,1.5100467678401295,0.26153298805808584,Iris-setosa
+13,6.179366491470721,3.0540002607953247,5.009236815033575,1.763244861076026,Iris-virginica
+14,6.179366491638187,3.054000072485139,4.89949136633869,1.6654274776188753,Iris-versicolor
+15,6.17936648927554,3.0540000058944696,4.9130670840477535,1.6693309463545472,Iris-virginica
+16,5.108947716472281,3.061868377352266,1.5100227543232576,0.26153080893838654,Iris-setosa
+17,6.17936649017513,3.0540043850200855,4.8994914803931415,0.2615308102918663,Iris-setosa
+18,6.179366493534478,3.0540029826307196,4.899492181037288,0.2615308366547067,Iris-setosa
+19,6.17936648891937,3.054000000494291,4.902346978590214,1.6658151434413235,Iris-virginica
+20,5.108947716458852,3.054006314445195,4.899491311785723,0.2615308084350663,Iris-setosa
+21,5.1089477166055435,3.054030905197889,4.89949133074746,0.2615308084469156,Iris-setosa
+22,5.108947716509992,3.093456242801369,1.5100242156136532,0.26153081113108356,Iris-setosa
+23,5.108947716442578,3.068233746139255,1.5100230071230587,0.26153080931283607,Iris-setosa
+24,6.179366488870849,3.0540000001085468,4.9001932202960745,1.6654769620074796,Iris-virginica
+25,6.179366489153905,3.0540000024125704,4.908259276151031,1.6673465442597215,Iris-virginica
+26,6.17936648897703,3.054000000154285,4.900659719384912,1.6655155552172591,Iris-virginica
+27,6.179366491275173,3.05400000417426,4.899492692337606,1.665427632011062,Iris-versicolor
+28,5.1089477164391495,3.0824127263084247,1.5100235970545086,0.26153081026942465,Iris-setosa
+29,5.108947716300527,3.05875824885363,1.5100225565700924,0.26153080864582134,Iris-setosa
+30,6.179366494342745,3.054001467040618,4.899492986079906,1.6654277594735551,Iris-setosa
+31,6.17936649827429,3.0540001811218507,4.8995081441683,1.665432123155469,Iris-versicolor
+0,5.108947716285265,3.054767771784521,1.510022429246517,0.2615308084597378,Iris-setosa
+1,5.108947716727819,3.060188216135725,1.5100230933683705,0.26153081021273356,Iris-setosa
+2,6.179366489170067,3.05400000380033,4.912925520654994,1.6689159199229933,Iris-virginica
+3,6.179366489668852,3.054000001022896,4.8995047868000325,1.665428947342648,Iris-versicolor
+4,6.1793665164481535,3.05401987937611,4.920202222355623,1.7130435870482907,Iris-virginica
+5,6.179366499990893,3.0540023247198995,4.899632131184033,1.6655163517949585,Iris-virginica
+6,5.108947716497071,3.0903274023011362,1.5100239420468584,0.2615308105959256,Iris-setosa
+7,5.10894771659344,3.099892446890279,1.510024873544817,0.26153081241265824,Iris-setosa
+8,5.108947716304618,3.056145860120674,1.510022484200283,0.26153080854370797,Iris-setosa
+9,6.179366489029067,3.054000001330738,4.9048236690428055,1.6664235746432918,Iris-virginica
+10,6.179366488795144,3.054000000075947,4.899901883549794,1.6654550094081149,Iris-virginica
+11,6.17936648900397,3.0540000005216994,4.900006452482585,1.6654925153901776,Iris-virginica
+12,6.179366489462742,3.0540000124616578,4.928400870679345,1.675584126346667,Iris-virginica
+13,6.179366494734086,3.0541912644438893,1.510024540086863,0.26153090549930974,Iris-setosa
+14,6.1793664902292775,3.054000025816746,4.8994913680584204,1.6654274803222135,Iris-versicolor
+15,6.179366499654928,3.054000156679168,4.899550927873688,1.6654463242020732,Iris-versicolor
+16,5.108947716379667,3.0781116625430935,1.5100233277807429,0.26153080969574377,Iris-setosa
+17,5.108947716584063,3.0916648201972072,1.5100241994911645,0.2615308110359136,Iris-setosa
+18,6.179366492772255,3.054052790193595,4.899493364267061,0.2615308603016426,Iris-setosa
+19,5.108947716746233,3.063347176873062,1.5100231753560611,0.26153080997236594,Iris-setosa
+20,5.108947716380703,3.054033671484957,4.8994913183903215,0.26153080842991244,Iris-setosa
+21,6.17936650471543,3.054000470054614,4.899778203354768,1.6655808143378745,Iris-virginica
+22,6.179366489002813,3.054000000714932,4.900933991618702,1.6656400594928102,Iris-virginica
+23,6.179366490043389,3.0540000054151806,4.899840131965066,1.6655229426191334,Iris-virginica
diff --git a/iris/lct_gan/2/18/test.csv b/iris/lct_gan/2/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/train.csv b/iris/lct_gan/2/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/18/val.csv b/iris/lct_gan/2/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/synth.csv b/iris/lct_gan/2/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3df7d6d84cb6a9d007cf1b16b586c65f89341fa
--- /dev/null
+++ b/iris/lct_gan/2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716565578,3.0584106033525815,1.5100227002676359,0.26153080896688435,Iris-setosa
+1,5.108947716648385,3.0548912648270825,1.5100225551311062,0.2615308089592119,Iris-setosa
+2,6.179366492473242,3.0540001413497944,4.911062115952023,1.6739327702367826,Iris-virginica
+3,6.179366489004275,3.054000000705217,4.901757710082995,1.6657572246180479,Iris-virginica
+4,5.108947716450778,3.068825462678761,1.5100231165590385,0.2615308095750484,Iris-setosa
+5,6.179366488909379,3.0540000002240073,4.900991214920153,1.6655731703653998,Iris-virginica
+6,5.108947717480194,3.0958561990807736,1.5100286282522648,0.2615308261625103,Iris-setosa
+7,6.179366494030791,3.0540834997715125,4.8994948604590345,0.2615309260388763,Iris-setosa
+8,5.108947716424432,3.0769906054859213,1.5100233179731206,0.26153080961668623,Iris-setosa
+9,5.108947716485641,3.0540673238459255,1.5100224415214731,0.26153080878763685,Iris-setosa
+10,5.108947716367073,3.055996568598174,1.5100224976823127,0.26153080856023425,Iris-setosa
+11,5.1089477162976555,3.054071275619011,1.510022395172952,0.2615308084237127,Iris-setosa
+12,6.1793664890219775,3.054000000318565,4.901740557143215,1.6656564543560894,Iris-virginica
+13,5.108947716362124,3.0579808282153436,1.5100225688849822,0.26153080865967776,Iris-setosa
+14,5.10894771696852,3.0540473376716815,4.899491390265529,0.2615308085818503,Iris-setosa
+15,5.1089477164855515,3.076083584555413,1.5100233857789926,0.26153080983286436,Iris-setosa
+16,5.108947716364643,3.066143709901774,1.5100228553873258,0.2615308090427681,Iris-setosa
+17,5.108947716500294,3.055843655780948,1.5100226086434352,0.26153080899772163,Iris-setosa
+18,5.108947716675473,3.0658129608246054,1.5100235310777326,0.2615308113224849,Iris-setosa
+19,6.179366490696584,3.0540204470507213,4.899491672562655,0.26153081214022506,Iris-setosa
+20,6.1793664888991495,3.0540000003006837,4.901272054712172,1.665627886398938,Iris-virginica
+21,6.179366489274551,3.0540000007114347,4.89956255699037,1.6654365723789382,Iris-virginica
+22,5.108947716405561,3.071127774604659,1.5100230525751936,0.26153080925761457,Iris-setosa
+23,6.1793664887954645,3.0540000001043057,4.899933155640533,1.6654613620013607,Iris-virginica
+24,6.179366489049508,3.0540000008436032,4.9039282091773515,1.6660883411013312,Iris-virginica
+25,6.179366488978649,3.0540000001653853,4.900713178810583,1.6655231555262773,Iris-virginica
+26,5.108947716399793,3.060372251158737,1.510022703299742,0.2615308089272439,Iris-setosa
+27,6.179366488805695,3.054000000105617,4.899937849224214,1.6654613684629405,Iris-virginica
+28,5.108947716437728,3.0898664395554567,1.510023920203632,0.2615308107599588,Iris-setosa
+29,6.179366489706617,3.0540000107613636,4.904727555908411,1.6673526923191135,Iris-virginica
+30,6.179366488933478,3.0540000003092076,4.901546460905976,1.6656499300211889,Iris-virginica
+31,6.179366489093007,3.054000001137969,4.905553655558363,1.6664360076914913,Iris-virginica
+0,6.1793664899607315,3.0540000015508983,4.899491355750665,1.665427477810816,Iris-versicolor
+1,6.179366496706393,3.0540003170981573,4.904397104401433,1.6693686397702179,Iris-virginica
+2,6.179366489279995,3.05400000230148,4.910299412707649,1.6676040223361492,Iris-virginica
+3,6.1793664889872355,3.0540000001737155,4.900785700912336,1.6655299174931046,Iris-virginica
+4,6.179366488932856,3.0540000001896868,4.899599107585655,1.6654360020027326,Iris-virginica
+5,6.179366491043723,3.0540000145221,4.899491477476437,1.665427495851878,Iris-versicolor
+6,6.179366489069557,3.0540000011310617,4.901669907159527,1.6658070894325412,Iris-virginica
+7,5.108947716547305,3.0540211525111194,4.899491326438634,0.2615308084539526,Iris-setosa
+8,5.108947716408416,3.0730782146092905,1.5100231990244826,0.261530809592071,Iris-setosa
+9,6.179366488937359,3.0540000001092595,4.9003058361609755,1.6654823042078202,Iris-virginica
+10,6.179366489891873,3.0540000031878556,4.899679016126298,1.665467646550475,Iris-virginica
+11,5.108947716864982,3.1188572045951135,1.5100276330673257,0.26153081824171637,Iris-setosa
+12,6.179366488785769,3.054000000089706,4.9000142720441975,1.6654664806495187,Iris-virginica
+13,6.179366488971528,3.054000000769749,4.901823778262912,1.665790748211845,Iris-virginica
+14,5.1089477164678065,3.0919802018639624,1.510024071432455,0.26153081083547086,Iris-setosa
+15,6.179366488947518,3.0540000004494794,4.9018681546915515,1.6657281321641382,Iris-virginica
+16,6.179366488897995,3.054000000185285,4.9006413498615204,1.6655299237252792,Iris-virginica
+17,6.179366488975218,3.0540000005468344,4.901778086466142,1.6657343509058213,Iris-virginica
+18,6.179366489141636,3.054000001429297,4.906578755886792,1.6666721432334524,Iris-virginica
+19,6.179366489268541,3.0540000046967566,4.913218801433686,1.669024400238869,Iris-virginica
+20,6.179366489204482,3.054000000198764,4.899499287875355,1.6654279727030512,Iris-versicolor
+21,5.108947716534233,3.0759522753421127,1.5100234664827554,0.2615308100339297,Iris-setosa
+22,6.179366488830829,3.054000000170339,4.89976836752884,1.6654523930513538,Iris-virginica
+23,6.179366489642309,3.0540000010278634,4.899505919367034,1.6654290717036657,Iris-versicolor
+24,6.17936649006051,3.0540050446082243,4.899491394304684,0.2615308089798479,Iris-setosa
+25,6.179366488897112,3.0540000002775156,4.900195884351347,1.665501013419099,Iris-virginica
+26,5.1089477164993715,3.0959206245199784,1.5100242614685753,0.261530811075706,Iris-setosa
+27,5.108947716403786,3.088191001416837,1.510023819995949,0.2615308106216339,Iris-setosa
+28,6.179366489079951,3.054000003073952,4.908487178971205,1.667694698973171,Iris-virginica
+29,6.179366489923744,3.054000004381852,4.899491341939113,1.6654274781316387,Iris-versicolor
+30,5.108947716291237,3.0617098815631283,1.5100226449753966,0.26153080878413587,Iris-setosa
+31,6.179366489032649,3.054000001189703,4.902548818712894,1.665979072651142,Iris-virginica
+0,6.179366506693729,3.0540052401476214,4.9007787674312375,1.6668954332056836,Iris-virginica
+1,5.108947716565348,3.1066974012128306,1.5100252083856702,0.26153081276534856,Iris-setosa
+2,5.1089477164684265,3.054914219146773,1.5100225394878461,0.261530808911998,Iris-setosa
+3,6.179366488957444,3.054000000114732,4.900384953326242,1.665487733808356,Iris-virginica
+4,5.108947716569166,3.062663472404174,1.5100230887481207,0.26153080994699734,Iris-setosa
+5,5.108947716332737,3.05432543418068,1.5100224167568521,0.2615308084481913,Iris-setosa
+6,5.10894771642867,3.054927141504065,1.5100224756940486,0.26153080854898,Iris-setosa
+7,6.179366501305899,3.0540193413606596,4.899547856863575,0.2615486354731152,Iris-setosa
+8,5.108947716381494,3.059616831168804,1.5100226507374934,0.26153080879262197,Iris-setosa
+9,6.179366488891798,3.0540000000671474,4.899969884672071,1.6654543239198842,Iris-virginica
+10,6.179366515072562,3.054006790496739,4.907437585944921,1.6782253587626343,Iris-virginica
+11,5.108947716750075,3.059023276915298,1.5100230111262247,0.26153081010496915,Iris-setosa
+12,6.179366488991884,3.0540000007966475,4.902313930820895,1.6658650654032015,Iris-virginica
+13,6.179366489003969,3.054000000478353,4.902174687838356,1.665754552863117,Iris-virginica
+14,6.179366491178236,3.054000018245776,4.8994916018005705,1.6654275141513084,Iris-versicolor
+15,5.108947716708891,3.068144632706892,1.5100237125063902,0.2615308116216681,Iris-setosa
+16,6.179366491302232,3.0540000093901316,4.899628450935552,1.6654621724070957,Iris-virginica
+17,6.1793664890948765,3.0540000016790683,4.907523609574549,1.6670143510503819,Iris-virginica
+18,5.108947718026342,3.065074182087576,1.5100268540347577,0.2615308365480529,Iris-setosa
+19,6.179366491378111,3.0540000059791,4.899577383541318,1.6654432570449746,Iris-virginica
+20,5.108947716378151,3.0560584010736367,1.510022508063084,0.2615308085854965,Iris-setosa
+21,6.179366508203941,3.058717137750579,1.5100624833558705,0.2615329714571765,Iris-setosa
+22,6.179366488994345,3.054000000216859,4.899524989472107,1.6654302273974844,Iris-virginica
+23,5.108947716639826,3.088125358884523,1.51002460639141,0.26153081250419646,Iris-setosa
+24,6.179366497151359,3.0597899534065784,1.5100426934337048,0.26153143358162156,Iris-setosa
+25,6.1793664890932005,3.0540000019334808,4.907355756797768,1.6670592496246115,Iris-virginica
+26,6.179366488962665,3.0540000005551087,4.9022203907740325,1.6657979271927215,Iris-virginica
+27,5.108947717037469,3.0540697052383656,4.8994914268317125,0.2615308087126587,Iris-setosa
+28,5.108947716749603,3.07806618737239,1.5100241706473234,0.2615308118155157,Iris-setosa
+29,6.179366488930211,3.054000000217927,4.899762472018003,1.665450956619535,Iris-virginica
+30,5.1089477169959885,3.0574623135476933,1.5100229792595294,0.26153081018005586,Iris-setosa
+31,5.108947716303883,3.0661126144607667,1.510022816363932,0.26153080898153225,Iris-setosa
+0,5.108947716411078,3.0676442641569386,1.510022948260972,0.2615308092039245,Iris-setosa
+1,5.108947716493994,3.060456629438842,1.5100227509924868,0.2615308090028062,Iris-setosa
+2,6.179366489006773,3.054000000636717,4.900182574041375,1.6655238584747927,Iris-virginica
+3,5.1089477162916435,3.0632184427132376,1.5100226885692796,0.2615308088175924,Iris-setosa
+4,5.108947716342413,3.0711982034039216,1.5100230178596319,0.2615308092323408,Iris-setosa
+5,6.179366491389763,3.0540000024540706,4.89949604259234,1.6654279436797585,Iris-versicolor
+6,6.1793664922627825,3.054000024487507,4.899493557394503,1.6654278419032051,Iris-versicolor
+7,6.1793664887964574,3.054000000061523,4.899849581300232,1.6654491674931502,Iris-virginica
+8,5.108947716632372,3.05407559554616,1.5100224443442152,0.2615308087680903,Iris-setosa
+9,6.179366489140136,3.054000000714143,4.903793486636885,1.665995116792103,Iris-virginica
+10,6.1793664906144565,3.054000004424144,4.899491650117975,1.6654275099292015,Iris-versicolor
+11,6.179366488906944,3.054000000354517,4.900340975553224,1.6655265233603123,Iris-virginica
+12,5.108947716358386,3.0636293130619747,1.5100227565402122,0.2615308089133985,Iris-setosa
+13,5.108947716339846,3.06387292889795,1.5100227502761319,0.26153080889617236,Iris-setosa
+14,5.108947716525841,3.0787542957542406,1.5100235926975658,0.2615308102160564,Iris-setosa
+15,5.108947716808157,3.090361184684471,1.5100255606624964,0.2615308156534282,Iris-setosa
+16,6.179366489016309,3.0540000002620253,4.901338956355925,1.665600787692887,Iris-virginica
+17,5.108947716443425,3.071840702992412,1.5100231524711591,0.2615308095280349,Iris-setosa
+18,5.108947716542531,3.1043527260751973,1.5100247211540425,0.2615308115900531,Iris-setosa
+19,6.179366488780741,3.0540000000602627,4.899808095613395,1.6654469817458826,Iris-virginica
+20,6.179366490285916,3.0540000057668055,4.900118278120198,1.665590973700146,Iris-virginica
+21,6.179366489262931,3.054000004938399,4.915068532248852,1.6696677670236475,Iris-virginica
+22,6.179366489179151,3.054000001241198,4.906029482309348,1.6664997588871127,Iris-virginica
+23,6.179366489066999,3.054000000348995,4.901992710145742,1.6656848165877545,Iris-virginica
diff --git a/iris/lct_gan/2/19/test.csv b/iris/lct_gan/2/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/train.csv b/iris/lct_gan/2/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/19/val.csv b/iris/lct_gan/2/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/synth.csv b/iris/lct_gan/2/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c10c99cc0be99a21a246d6b8d518727840dd5778
--- /dev/null
+++ b/iris/lct_gan/2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488857033,3.0540000001023833,4.900174601564065,1.6654760307976029,Iris-virginica
+1,6.179366488852988,3.054000000084336,4.9000415082841755,1.6654629902653135,Iris-virginica
+2,5.108947716310708,3.063094853025675,1.510022717113506,0.26153080889030617,Iris-setosa
+3,5.108947716521941,3.062094548991967,1.510022891952138,0.2615308093004062,Iris-setosa
+4,6.179366488984657,3.054000000522779,4.902614298094093,1.6658343806223008,Iris-virginica
+5,6.179366489563774,3.0540000006005625,4.8995117098948935,1.6654293174205326,Iris-versicolor
+6,5.108947716560532,3.072593401024443,1.5100233926744846,0.2615308099675258,Iris-setosa
+7,6.179366490375824,3.054000003149106,4.899494699575033,1.6654279106323662,Iris-versicolor
+8,6.179366510157526,3.0540152430164498,4.902238605818371,1.669676396737527,Iris-virginica
+9,5.108947716285253,3.0617489364066905,1.5100226475170966,0.2615308087672068,Iris-setosa
+10,6.179366488859681,3.0540000001793857,4.900595567976397,1.665528934083986,Iris-virginica
+11,6.179366489239903,3.0540000029029195,4.912327222207117,1.6683304611284668,Iris-virginica
+12,5.10894771647078,3.0868046808484366,1.5100238889738744,0.2615308107557333,Iris-setosa
+13,6.17936648916094,3.054000000679496,4.899867318250954,1.6654759897404443,Iris-virginica
+14,5.108947716347691,3.0564959100245774,1.510022517625678,0.2615308086201054,Iris-setosa
+15,6.179366491537385,3.054000006006579,4.899495114795122,1.6654279891235946,Iris-versicolor
+16,6.179366489685616,3.0540000092809474,4.9031386900890315,1.6667191594725836,Iris-virginica
+17,5.108947716616124,3.1167017198196567,1.5100254185301416,0.261530812329726,Iris-setosa
+18,5.108947716828946,3.0540301685973374,4.89949138571341,0.26153080869909956,Iris-setosa
+19,5.1089477165051065,3.0792247215598345,1.5100235495362266,0.26153081010340545,Iris-setosa
+20,6.179366494980505,3.054000327731346,4.911285884478902,1.6761748637038938,Iris-virginica
+21,5.108947716536695,3.054002316363374,4.899491307074559,0.26153080842398174,Iris-setosa
+22,5.108947716424422,3.0589912730817157,1.5100226224382451,0.2615308087305489,Iris-setosa
+23,5.108947716483345,3.0893070918969703,1.5100237991398362,0.26153081008269424,Iris-setosa
+24,6.179366506015442,3.0540048961732817,4.93789912694798,1.739707282212063,Iris-virginica
+25,6.1793664963494095,3.0560078826538577,1.5100290642017962,0.2615309434293789,Iris-setosa
+26,5.108947716371939,3.054006789130515,4.899491300390612,0.26153080840697945,Iris-setosa
+27,5.108947716795825,3.0540186022226106,4.899491385898298,0.2615308088132163,Iris-setosa
+28,6.179366489196014,3.0540000013358926,4.906610778094983,1.666611706484178,Iris-virginica
+29,6.179366488970361,3.0540000001774232,4.900799291160629,1.6655345909231185,Iris-virginica
+30,5.108947716459208,3.05476415164692,1.510022486323036,0.2615308086133664,Iris-setosa
+31,5.108947716464748,3.0919753399311722,1.5100239540826628,0.2615308105690278,Iris-setosa
+0,5.108947716480156,3.06536894481254,1.5100232402476024,0.261530810406564,Iris-setosa
+1,6.179366488812329,3.054000000081217,4.899586761310227,1.665433261694279,Iris-virginica
+2,6.1793664914643225,3.05400003246754,4.902799895345244,1.6668892114307536,Iris-virginica
+3,6.179366488856243,3.054000000158173,4.8998635422835966,1.6654585020576964,Iris-virginica
+4,6.179366489546246,3.054000000583961,4.899494709502874,1.6654277513194897,Iris-versicolor
+5,5.108947716520394,3.054239637920694,1.5100224425280284,0.2615308085543342,Iris-setosa
+6,5.1089477165841135,3.0596477736682175,1.5100228099377915,0.2615308091854123,Iris-setosa
+7,5.108947717234508,3.0562552672927015,1.5100229654965014,0.26153081041319215,Iris-setosa
+8,6.179366489720889,3.054000001417336,4.899491391400128,1.665427480806303,Iris-versicolor
+9,6.179366488987659,3.0540000002301886,4.901087919198299,1.6655707867943805,Iris-virginica
+10,5.108947716416674,3.0550704613616406,1.510022496958556,0.2615308086453586,Iris-setosa
+11,5.108947716470516,3.0647701341979214,1.5100229093264472,0.2615308092352706,Iris-setosa
+12,5.10894771641945,3.080173949540661,1.5100234260634093,0.2615308096633913,Iris-setosa
+13,6.179366488925681,3.054000000122884,4.900365488086151,1.6654895224106137,Iris-virginica
+14,6.179366491757618,3.0540002043756096,4.941020122075069,1.7015614803003005,Iris-virginica
+15,6.179366488772937,3.054000000047645,4.899771456645783,1.6654432602200064,Iris-virginica
+16,6.179366488971765,3.0540000001971266,4.9008741121764645,1.6655444290671293,Iris-virginica
+17,6.17936648973094,3.0540000060848405,4.901102845626892,1.6659195979253236,Iris-virginica
+18,6.1793664914472215,3.054002060185024,4.899491636169675,0.2615308145588391,Iris-setosa
+19,6.179366498594714,3.0556340533506106,1.510032452934654,0.26153119602990943,Iris-setosa
+20,6.179366489457198,3.0540000058412957,4.909576046611274,1.668093143792867,Iris-virginica
+21,6.1793664889312385,3.054000000171957,4.900614014201912,1.665519595960473,Iris-virginica
+22,5.108947716492559,3.0805526876653717,1.5100236826659335,0.2615308104930344,Iris-setosa
+23,5.108947716404071,3.0697539662685913,1.5100230313203944,0.26153080936367973,Iris-setosa
+24,6.179366507109094,3.0540044647570848,4.975770529227596,1.79741690323796,Iris-virginica
+25,6.179366489093406,3.054000001350204,4.905522207101596,1.6664913408377655,Iris-virginica
+26,5.108947716323835,3.055761180215021,1.5100224781687466,0.26153080851895333,Iris-setosa
+27,5.108947716405907,3.0693594300821356,1.510022999582777,0.2615308092386185,Iris-setosa
+28,5.108947717409684,3.054233559045724,1.510022708933261,0.2615308110529289,Iris-setosa
+29,5.108947716531095,3.064606413440946,1.5100231106902686,0.2615308098502073,Iris-setosa
+30,6.179366489303851,3.054000000529921,4.899526827178033,1.665431085090163,Iris-virginica
+31,5.108947716609693,3.054552895284044,1.510022469866494,0.2615308085440435,Iris-setosa
+0,5.108947716535785,3.0552527275949894,1.5100225242267316,0.26153080869527806,Iris-setosa
+1,5.108947716395547,3.08509406936293,1.510023716562468,0.2615308105429211,Iris-setosa
+2,6.179366488904744,3.0540000001021608,4.900228092989667,1.6654777516392991,Iris-virginica
+3,5.1089477167783794,3.05400338062671,4.899491334007293,0.26153080856151995,Iris-setosa
+4,5.10894771659701,3.0540153866711814,4.899491330567328,0.2615308084765926,Iris-setosa
+5,6.179366490393085,3.0540000221181054,4.900626887260926,1.6659538297694452,Iris-virginica
+6,5.10894771654856,3.0558943158729406,1.5100225728808343,0.261530808758151,Iris-setosa
+7,5.10894771644586,3.0848596050689894,1.5100236541522636,0.26153081006671497,Iris-setosa
+8,6.179366490803444,3.054003587411905,4.899491412284929,0.26153080917108756,Iris-setosa
+9,5.108947716595887,3.054002985898101,4.899491307392333,0.2615308084201798,Iris-setosa
+10,5.1089477165470445,3.1011151424914396,1.5100245265833412,0.26153081129832745,Iris-setosa
+11,6.179366488888921,3.054000000056048,4.899894503193333,1.6654483608056911,Iris-virginica
+12,6.1793664891715485,3.0540000007130703,4.899780682103573,1.665466352007366,Iris-virginica
+13,6.179366499842658,3.0540005929740213,4.907757784576496,1.6733531283424954,Iris-virginica
+14,5.108947716397629,3.054519593308369,1.5100224663598913,0.2615308086251869,Iris-setosa
+15,6.179366495760872,3.054000717316595,4.926937038505482,1.698690470740844,Iris-virginica
+16,6.1793664887740825,3.054000000038192,4.899720631473922,1.665439062312723,Iris-virginica
+17,6.1793664888992605,3.0540000001594185,4.900539678510212,1.665514483117541,Iris-virginica
+18,6.179366489598155,3.054000025412329,4.916954123309658,1.6744813573960478,Iris-virginica
+19,5.108947716403958,3.063557726736329,1.5100228104240467,0.2615308090303233,Iris-setosa
+20,5.108947716804208,3.1022252601998335,1.5100263219460237,0.26153081660765964,Iris-setosa
+21,6.1793664887890625,3.054000000070043,4.899921391635594,1.6654558476833956,Iris-virginica
+22,5.108947716287286,3.058069015143627,1.5100225348427536,0.2615308086014624,Iris-setosa
+23,5.1089477164388795,3.0703768877230884,1.5100230951934155,0.2615308094202013,Iris-setosa
+24,6.179366489052594,3.054000000800226,4.903747017852492,1.6660439321797587,Iris-virginica
+25,6.179366488975941,3.0540000001408916,4.900570672616822,1.665506151177985,Iris-virginica
+26,6.179366508854997,3.0540706914349456,4.899551807022919,0.26154753233076133,Iris-setosa
+27,6.179366488956085,3.054000000132853,4.900483929355171,1.665499541899436,Iris-virginica
+28,6.17936648906171,3.054000000346195,4.901862177593105,1.6656674669527727,Iris-virginica
+29,5.108947716339706,3.057978126783813,1.5100225619083225,0.26153080865694,Iris-setosa
+30,6.179366489561446,3.0540000122120983,4.912830241961533,1.670307662346964,Iris-virginica
+31,6.179366489266504,3.0540000053707033,4.9230915063288405,1.671964367574393,Iris-virginica
+0,5.108947717105725,3.069767510454209,1.5100241302895907,0.26153081225996705,Iris-setosa
+1,6.179366494298833,3.0540021465357885,4.899492224289483,1.6654275457593175,Iris-setosa
+2,6.179366489805097,3.054000009031538,4.901865200340727,1.6662469702608287,Iris-virginica
+3,6.1793664969981545,3.0540006943022493,4.899665412992537,1.6655396990759888,Iris-virginica
+4,5.108947716432892,3.0679484022016386,1.5100230668095738,0.2615308095636499,Iris-setosa
+5,6.179366489742108,3.054000085434602,5.053356554790203,1.757575096642774,Iris-virginica
+6,5.108947716336882,3.0640144296561274,1.5100227770609524,0.26153080892385633,Iris-setosa
+7,5.1089477166576165,3.0540326415503505,4.899491359720348,0.261530808606782,Iris-setosa
+8,5.108947716500837,3.0973619139073154,1.5100242572826696,0.261530810934251,Iris-setosa
+9,5.108947716347744,3.0556687827643962,1.5100225114890002,0.2615308086878867,Iris-setosa
+10,6.179366490008511,3.054000006120855,4.900406512485442,1.6656851345943422,Iris-virginica
+11,5.108947716930671,3.0540046094187976,4.899491372363725,0.2615308088126009,Iris-setosa
+12,5.108947716370714,3.0634107740127896,1.5100227325014608,0.2615308088756165,Iris-setosa
+13,6.179366490722936,3.0540000337574242,4.899491456156959,1.665427494764498,Iris-versicolor
+14,5.108947716440069,3.0544585871703034,1.5100224541446732,0.26153080857439204,Iris-setosa
+15,5.108947716365233,3.068639696598387,1.5100230097233214,0.26153080944468515,Iris-setosa
+16,5.108947716976414,3.0700956442301135,1.510024016806435,0.26153081213056584,Iris-setosa
+17,6.179366490929362,3.0540000372254243,4.911850363641583,1.6710122894966684,Iris-virginica
+18,5.108947716302929,3.05403956971339,4.899491307207967,0.26153080840987575,Iris-setosa
+19,6.179366490105189,3.0540000018276245,4.899491462752781,1.6654274860034959,Iris-versicolor
+20,6.179366492625991,3.0540000237206164,4.899492204070253,1.665427607804233,Iris-versicolor
+21,5.108947716705409,3.0540216949852703,4.899491332001963,0.26153080845717513,Iris-setosa
+22,6.179366502254798,3.054040628805632,4.8995325838097825,0.26154321216157056,Iris-setosa
+23,5.1089477174561875,3.0540788886956385,4.899491671976659,0.2615308102991487,Iris-setosa
diff --git a/iris/lct_gan/2/2/test.csv b/iris/lct_gan/2/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/train.csv b/iris/lct_gan/2/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/2/val.csv b/iris/lct_gan/2/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/synth.csv b/iris/lct_gan/2/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2db41789988ead128767b3799b010f576c41860
--- /dev/null
+++ b/iris/lct_gan/2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716345929,3.0542660154656827,1.5100224114287835,0.26153080843460796,Iris-setosa
+1,6.179366493893329,3.0625036419983864,1.510031600037303,0.2615309306749125,Iris-setosa
+2,6.179366568655824,3.0543915215013606,1.5111185824901918,0.2630062051584864,Iris-setosa
+3,5.108947716459007,3.0542166804818,1.510022427262294,0.2615308084913944,Iris-setosa
+4,6.179366488820148,3.0540000001303946,4.900201314519685,1.6654861879422906,Iris-virginica
+5,6.179366489227995,3.054000001667623,4.901380634237764,1.6657834690063849,Iris-virginica
+6,6.179366489237602,3.054000004465916,4.912699536071869,1.6689127890008073,Iris-virginica
+7,5.108947716386888,3.071553658988231,1.510023068211677,0.26153080938135614,Iris-setosa
+8,5.108947716950804,3.054023196039101,4.899491447977432,0.26153080926291256,Iris-setosa
+9,5.108947716982166,3.0544236117419135,1.510022550490627,0.26153080904811027,Iris-setosa
+10,5.108947716476272,3.086844693589353,1.5100238274200555,0.261530810384678,Iris-setosa
+11,5.108947716309396,3.054300491318404,1.5100224108701439,0.2615308084377857,Iris-setosa
+12,5.108947716599649,3.054096391748014,1.5100224438000787,0.26153080871336,Iris-setosa
+13,5.108947716483286,3.0859386804634563,1.5100237760900486,0.2615308103058205,Iris-setosa
+14,6.179366488864919,3.0540000000762038,4.900038464382401,1.665461298784297,Iris-virginica
+15,6.179366489992882,3.0540001405473074,5.119015029290295,1.805856352317913,Iris-virginica
+16,5.108947716613958,3.0541045969324903,1.5100224396272757,0.2615308086436403,Iris-setosa
+17,6.179366490324745,3.0540000211723752,4.906064725420455,1.6680101598769252,Iris-virginica
+18,6.179366515109516,3.0540217737923254,4.899660691952427,1.6655500376801906,Iris-setosa
+19,6.179366489258319,3.054000000317204,4.899513913056512,1.6654292167030862,Iris-versicolor
+20,6.179366488889171,3.054000000229275,4.900921900237376,1.6655694983018339,Iris-virginica
+21,6.179366504557818,3.0545307750997597,1.5100362053930152,0.26153232900596174,Iris-setosa
+22,6.179366489483371,3.054000000378607,4.899500103326253,1.665428114839487,Iris-versicolor
+23,5.108947718831427,3.060941719525993,1.5100263810868206,0.26153083647744224,Iris-setosa
+24,6.179366502384617,3.0547089095455027,1.510031408651891,0.26153131832244497,Iris-setosa
+25,6.179366489235716,3.054000000168153,4.899496748928971,1.665427773710418,Iris-versicolor
+26,6.179366488946745,3.0540000001357566,4.90049004744873,1.6655008837924157,Iris-virginica
+27,6.179366490150894,3.0540000054793164,4.9002788512792295,1.6656264033962702,Iris-virginica
+28,5.108947716557987,3.0967209952519372,1.5100243970777185,0.26153081129091066,Iris-setosa
+29,5.108947716308538,3.0551796855068525,1.5100224473366501,0.2615308084757127,Iris-setosa
+30,5.108947716582084,3.0540011236193902,4.8994913089501715,0.26153080844026483,Iris-setosa
+31,6.179366490235288,3.054000002474687,4.899491961963766,1.6654275386647888,Iris-versicolor
+0,6.179366489050152,3.0540000007422297,4.900781194345042,1.6656118952760681,Iris-virginica
+1,5.108947716492711,3.058877284101502,1.5100226799022043,0.26153080887206037,Iris-setosa
+2,5.1089477164871155,3.0856078533055786,1.5100238135841615,0.2615308104232872,Iris-setosa
+3,6.179366489192985,3.054000003122985,4.9122543190374905,1.6683828321947833,Iris-virginica
+4,5.108947716331806,3.054189991833988,1.5100224109878913,0.26153080844782883,Iris-setosa
+5,5.108947716477828,3.0677252056784265,1.510023093126168,0.2615308094927567,Iris-setosa
+6,5.108947716287327,3.064290060192588,1.5100227571467935,0.26153080899572,Iris-setosa
+7,6.179366489153903,3.0540000007074335,4.903859028747717,1.6659958922326619,Iris-virginica
+8,5.10894771677142,3.086323211049816,1.5100253514286222,0.2615308153450889,Iris-setosa
+9,5.108947716458853,3.088140855892814,1.510023754713123,0.26153081014044843,Iris-setosa
+10,5.108947716585708,3.0543338201343224,1.5100224763539665,0.2615308087001943,Iris-setosa
+11,5.108947716466281,3.0558272751324718,1.5100225376676273,0.26153080864146167,Iris-setosa
+12,5.108947716545539,3.059746317962264,1.5100227732976133,0.2615308090587426,Iris-setosa
+13,5.1089477171745115,3.056297530488684,1.5100234562657446,0.26153081581869086,Iris-setosa
+14,5.108947716866622,3.0698642065698305,1.5100244558688398,0.26153081544056417,Iris-setosa
+15,5.108947716418227,3.054125732831964,1.51002242536167,0.261530808554095,Iris-setosa
+16,6.1793664891566955,3.054000001177366,4.905930854908669,1.6664748295768361,Iris-virginica
+17,6.179366488823446,3.0540000000681498,4.8999273780164625,1.6654542817571198,Iris-virginica
+18,6.179366495650517,3.0540000438959995,4.899497800784698,1.665428707300573,Iris-versicolor
+19,6.1793664892708815,3.05400000140481,4.899983208856821,1.6655158117687425,Iris-virginica
+20,6.179366488994687,3.0540000006639905,4.903182379227562,1.6659531742823168,Iris-virginica
+21,6.179366488913256,3.0540000000651952,4.899975372049445,1.6654535796577223,Iris-virginica
+22,6.179366488745595,3.054000000033873,4.899667542001645,1.6654364761307114,Iris-virginica
+23,5.108947716355286,3.0551267228389083,1.510022471578108,0.2615308085596059,Iris-setosa
+24,6.179366489090536,3.054000000445949,4.902462853513673,1.6657594714890567,Iris-virginica
+25,5.108947718536231,3.0566246614909507,1.5100246859462243,0.26153083014114176,Iris-setosa
+26,5.108947716586506,3.0845380059239442,1.5100243849212882,0.2615308123348143,Iris-setosa
+27,5.108947716435363,3.0625401877948444,1.5100228128958315,0.2615308090842745,Iris-setosa
+28,6.1793664890362505,3.0540000009834563,4.9043488248606755,1.6662172272137683,Iris-virginica
+29,6.179366488932518,3.054000000378177,4.90174779293816,1.6656966042426546,Iris-virginica
+30,5.108947716693544,3.0688791548378624,1.5100233426893688,0.2615308100092551,Iris-setosa
+31,5.108947716560031,3.074332438717657,1.5100236061378742,0.2615308107453518,Iris-setosa
+0,6.179366490456073,3.054000206590368,5.024059387583542,1.7765467248883273,Iris-virginica
+1,6.17936648896769,3.0540000002370884,4.9011965182658335,1.6655880581384652,Iris-virginica
+2,6.179366489176214,3.0540000023155747,4.909632946493582,1.6676057996656901,Iris-virginica
+3,6.17936648894172,3.054000000138701,4.900484809817377,1.6655022526787406,Iris-virginica
+4,5.10894771639563,3.0663468960297493,1.5100228941197569,0.2615308090616322,Iris-setosa
+5,5.10894771651369,3.065609931663003,1.510022978808082,0.2615308093428872,Iris-setosa
+6,5.108947716450683,3.0677440979901127,1.5100230202945086,0.2615308093300429,Iris-setosa
+7,5.108947716558482,3.054000724112831,4.899491310608158,0.2615308084588706,Iris-setosa
+8,6.179366488902124,3.054000000049405,4.899863599443778,1.6654454237309002,Iris-virginica
+9,6.1793664889194995,3.054000000078308,4.900075549419271,1.665461878070664,Iris-virginica
+10,5.108947716281585,3.0582316958977604,1.5100225370355405,0.26153080861210365,Iris-setosa
+11,5.108947716410795,3.0788988641988193,1.5100233881730107,0.2615308096531482,Iris-setosa
+12,6.179366506967081,3.054001838836929,4.901357252499324,1.6673669270647842,Iris-virginica
+13,5.108947716327707,3.068336706420601,1.5100228990738789,0.26153080908522436,Iris-setosa
+14,5.108947716445991,3.072994347878571,1.5100233548828073,0.2615308101429812,Iris-setosa
+15,5.10894771656123,3.0540000265631995,4.899491299364065,1.6654274751603302,Iris-versicolor
+16,5.108947716327032,3.056436470280111,1.5100225071290068,0.26153080858134276,Iris-setosa
+17,6.179366491812053,3.0540000384823935,4.89958184009956,1.665459771589266,Iris-virginica
+18,6.17936648908904,3.0540000008904564,4.9046019465572765,1.666198465793689,Iris-virginica
+19,5.108947716539011,3.072959678433989,1.510023296826345,0.2615308098172738,Iris-setosa
+20,5.1089477165420245,3.0928778112517255,1.510024265704892,0.2615308111770506,Iris-setosa
+21,5.108947716518009,3.115673456452582,1.510025536148792,0.26153081358931535,Iris-setosa
+22,6.17936648949581,3.054000001344874,4.89949130540215,1.6654274752789184,Iris-versicolor
+23,5.108947716473358,3.08332095145275,1.5100236825643114,0.2615308100642488,Iris-setosa
+24,6.179366489907395,3.0540002189155406,5.234766937004784,1.9010310751703101,Iris-virginica
+25,6.179366489353522,3.0540000045126936,4.905829002305846,1.6670383451011426,Iris-virginica
+26,5.108947716363815,3.066505981851459,1.5100228919424357,0.2615308091452211,Iris-setosa
+27,5.108947716517966,3.0929445388644035,1.5100241750380734,0.26153081095404174,Iris-setosa
+28,5.108947716296356,3.054581035833076,1.5100224273507599,0.261530808468411,Iris-setosa
+29,6.179366488937626,3.0540000006451167,4.902801730724456,1.665922481089892,Iris-virginica
+30,6.179366491631189,3.054099411357175,1.510022836897525,0.26153081731591304,Iris-setosa
+31,6.179366489122073,3.0540000007757153,4.9038184252818615,1.6660223465777368,Iris-virginica
+0,5.108947716432966,3.0626507685923703,1.5100227784250977,0.26153080900805187,Iris-setosa
+1,5.108947716766386,3.09386159920315,1.5100253825419545,0.26153081429849173,Iris-setosa
+2,5.108947716580582,3.0837448218370107,1.5100238546628502,0.2615308105834495,Iris-setosa
+3,5.108947716455022,3.0563509463467207,1.5100225466462327,0.261530808663936,Iris-setosa
+4,6.179366488947789,3.054000000124364,4.900402341551005,1.665492243666089,Iris-virginica
+5,5.108947716400902,3.0755092454008532,1.510023257774995,0.2615308096982726,Iris-setosa
+6,5.108947716513149,3.0555913458190482,1.5100225324240928,0.261530808661594,Iris-setosa
+7,5.108947716711575,3.059737106048547,1.5100228573395984,0.2615308092748146,Iris-setosa
+8,6.179366492149317,3.0540001632066844,4.8994919269311135,1.6654275818907052,Iris-versicolor
+9,6.1793664889043844,3.054000000307585,4.901597011025,1.665666688096625,Iris-virginica
+10,6.179366489257579,3.054000004091149,4.915118816011203,1.6693350063168189,Iris-virginica
+11,6.179366495750667,3.054001572719361,5.094307573306786,1.9287060879718048,Iris-virginica
+12,6.179366489289874,3.054000005333901,4.920874460477742,1.6713297565234175,Iris-virginica
+13,6.179366488737165,3.0540000000441196,4.899659167583224,1.6654372097374797,Iris-virginica
+14,6.1793664889282285,3.054000000210139,4.900885318600937,1.6655544096462807,Iris-virginica
+15,6.179366488779693,3.0540000000760963,4.899656263210917,1.6654384448622517,Iris-virginica
+16,5.108947716470469,3.0957270390993523,1.5100243379263194,0.2615308114129502,Iris-setosa
+17,6.17936648996959,3.0540000021353895,4.8997323642606085,1.6654673826994455,Iris-virginica
+18,6.179366489152098,3.0540000033082517,4.911294227324872,1.6683651435244036,Iris-virginica
+19,6.179366488893598,3.0540000003836907,4.901611920745232,1.6656957919953055,Iris-virginica
+20,5.108947716544848,3.0594816432761744,1.5100227366483079,0.261530809003616,Iris-setosa
+21,6.179366489236147,3.0540000063749733,4.925348234829477,1.6732055953086635,Iris-virginica
+22,6.179366491158141,3.054000012216571,4.899610445429689,1.6654569799541865,Iris-virginica
+23,5.108947716397392,3.0540006273742364,4.899491298468248,0.26153080840837745,Iris-setosa
diff --git a/iris/lct_gan/2/20/test.csv b/iris/lct_gan/2/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/train.csv b/iris/lct_gan/2/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/20/val.csv b/iris/lct_gan/2/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/synth.csv b/iris/lct_gan/2/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccd5692750f37cb06954b07af3597d91a880ae86
--- /dev/null
+++ b/iris/lct_gan/2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664887711035,3.0540000000980565,4.899780516021492,1.665450055452181,Iris-virginica
+1,5.108947716627289,3.0541508118952696,1.5100224328848042,0.26153080852449634,Iris-setosa
+2,6.17936649265274,3.054000006183386,4.899504500996074,1.665429234513652,Iris-versicolor
+3,5.1089477163999,3.060531721346822,1.5100226736247708,0.2615308088203581,Iris-setosa
+4,6.179366489023851,3.054000000341331,4.899573013969145,1.6654359678850812,Iris-virginica
+5,6.179366489050521,3.054000001005249,4.900814738675112,1.6656536286447792,Iris-virginica
+6,5.108947717154302,3.054008104807908,4.899491368655342,0.2615308086789449,Iris-setosa
+7,6.179366495371137,3.054015091631313,4.899496702759988,0.2615312340477947,Iris-setosa
+8,6.179366489813485,3.0540000056016954,4.902545896606275,1.666241559152901,Iris-virginica
+9,5.108947717061475,3.0832791034127007,1.5100260221843609,0.2615308181682642,Iris-setosa
+10,6.179366489934451,3.0540000130794476,4.905236790000451,1.6675576308948281,Iris-virginica
+11,5.108947716493606,3.0932235494101006,1.5100241540715367,0.2615308110069921,Iris-setosa
+12,6.179366489058048,3.0540000008118873,4.903939625579993,1.666087514324986,Iris-virginica
+13,5.10894771653793,3.0754949075288565,1.510023380377624,0.2615308097931746,Iris-setosa
+14,5.108947716378852,3.054015049463894,4.899491306806985,0.2615308084128101,Iris-setosa
+15,5.108947716866728,3.0542108985474634,1.5100225766916713,0.2615308098954052,Iris-setosa
+16,6.17936649355987,3.054001233002875,5.0912974888635745,1.9286385119287535,Iris-virginica
+17,6.17936649020719,3.054001093913457,4.899491508788392,0.26153081292645736,Iris-setosa
+18,5.1089477163128345,3.0544823274286736,1.5100224249702605,0.26153080846507853,Iris-setosa
+19,6.179366494403227,3.0540008265338217,4.899497650211361,1.6654296078256121,Iris-versicolor
+20,5.108947716652609,3.0705509561863584,1.510023678994739,0.2615308111660585,Iris-setosa
+21,5.108947716290341,3.0658876373754134,1.51002279953269,0.26153080902151693,Iris-setosa
+22,6.179366489181137,3.0540000032203194,4.910272039136672,1.6680087989433139,Iris-virginica
+23,5.108947716505374,3.0998152516328985,1.5100244052206806,0.2615308111459405,Iris-setosa
+24,6.179366489562631,3.0540000213383505,4.938325153795103,1.6819853316252016,Iris-virginica
+25,6.179366494169722,3.054148247608077,1.5100254998073284,0.2615310549374945,Iris-setosa
+26,6.179366489731964,3.054000709252396,4.899491333197726,0.26153080864309586,Iris-setosa
+27,5.108947716463767,3.083983285151166,1.5100236560924833,0.2615308102710127,Iris-setosa
+28,5.108947716399743,3.0610908367755716,1.5100227040662328,0.26153080884543783,Iris-setosa
+29,5.1089477163327786,3.0633581331259108,1.5100228040552186,0.2615308092053549,Iris-setosa
+30,6.179366496555929,3.0542001663490193,1.510024021708996,0.2615308474111051,Iris-setosa
+31,6.17936648916899,3.054000002143453,4.909629128779751,1.6675386432812203,Iris-virginica
+0,5.10894771651545,3.0876680216595864,1.5100239460452236,0.26153081061306194,Iris-setosa
+1,6.179366489544614,3.054000024390179,4.982194318951876,1.6986770547168468,Iris-virginica
+2,6.179366489285433,3.054000003932109,4.916591024643178,1.6696024976753838,Iris-virginica
+3,5.108947716450633,3.0841416489275595,1.5100236221070296,0.26153081002974904,Iris-setosa
+4,6.179366488858299,3.0540000000791667,4.900062178529279,1.6654636731472463,Iris-virginica
+5,6.179366490911428,3.054000003791533,4.8994918716003175,1.6654275295936936,Iris-versicolor
+6,5.108947716471791,3.054055498052194,4.8994913339948285,0.2615308084458051,Iris-setosa
+7,6.179366510693134,3.055378299083633,1.5100699205651422,0.2615390492765106,Iris-setosa
+8,5.1089477162966315,3.055182820105201,1.51002244757904,0.26153080848130283,Iris-setosa
+9,5.1089477166300785,3.06442361120768,1.5100230004939743,0.26153080935162654,Iris-setosa
+10,6.179366488739765,3.0540000000209764,4.899613880817634,1.665432448263263,Iris-virginica
+11,6.179366489414756,3.05400000064725,4.89951467780752,1.665429878862879,Iris-versicolor
+12,5.108947716419133,3.0622772425562053,1.5100227284579608,0.2615308088576804,Iris-setosa
+13,5.1089477163055985,3.056495574961742,1.5100224904638133,0.26153080853612354,Iris-setosa
+14,6.179366522171821,3.054005113568328,4.909636803291297,1.679677516116896,Iris-virginica
+15,5.108947716446174,3.0940285405881216,1.5100241589703967,0.2615308110547892,Iris-setosa
+16,6.179366489089653,3.0540000014541944,4.904251364113946,1.6663007636393925,Iris-virginica
+17,6.1793664904689525,3.05400000179531,4.8994916063981515,1.6654274964103424,Iris-versicolor
+18,5.108947716287951,3.0543925232184943,1.510022410875698,0.26153080843365906,Iris-setosa
+19,5.108947716327542,3.0684351412406645,1.5100229151857152,0.2615308091246844,Iris-setosa
+20,5.108947716825674,3.0557473776386046,1.5100226641473702,0.2615308090937105,Iris-setosa
+21,5.108947716317758,3.0621680567470118,1.510022678094913,0.2615308087909807,Iris-setosa
+22,6.179366493311356,3.054000233165552,4.926835436039519,1.6878261454704382,Iris-virginica
+23,5.108947716647374,3.0540046670541017,4.899491326038584,0.2615308084860755,Iris-setosa
+24,5.108947716302678,3.0652120243218244,1.5100227783423548,0.2615308089183278,Iris-setosa
+25,5.108947716498695,3.054024719551512,4.899491343754746,0.26153080855877114,Iris-setosa
+26,5.108947716800312,3.0549332254603185,1.5100227517800573,0.2615308103996913,Iris-setosa
+27,6.179366488864956,3.054000000235178,4.900128665590727,1.665491926226642,Iris-virginica
+28,6.179366489108715,3.0540000009158517,4.904406826517685,1.66615677965696,Iris-virginica
+29,6.179366490132535,3.0540000149474573,4.907294616314,1.6680799125165253,Iris-virginica
+30,6.179366488949255,3.0540000001990397,4.900911114941758,1.6655535746495826,Iris-virginica
+31,5.108947716656102,3.0655862812578194,1.5100232643294131,0.26153081004275713,Iris-setosa
+0,5.108947716565367,3.0561223296538986,1.5100226240480934,0.2615308090107468,Iris-setosa
+1,5.108947716500746,3.059834778575506,1.510022729512739,0.26153080895019776,Iris-setosa
+2,6.1793664923481675,3.0540000114787937,4.899499034112549,1.6654287225253517,Iris-versicolor
+3,6.179366490254531,3.0540000134110623,4.903490967600431,1.666796883382157,Iris-virginica
+4,6.179366488826038,3.0540000000507774,4.899835437941691,1.6654458319208147,Iris-virginica
+5,5.1089477165900945,3.1060521100377643,1.5100247626140137,0.2615308113874748,Iris-setosa
+6,6.179366488912128,3.054000000079349,4.900077551149267,1.6654621339785383,Iris-virginica
+7,6.179366503567156,3.05400207885367,4.899520394987447,1.665439658024662,Iris-versicolor
+8,5.108947716631698,3.101192939855729,1.5100253348436334,0.26153081367071934,Iris-setosa
+9,5.108947716504191,3.0562721065647223,1.5100225637574978,0.2615308087218983,Iris-setosa
+10,6.179366489304192,3.054000003582904,4.907174640513968,1.6672412236181504,Iris-virginica
+11,6.179366560948743,3.05413820123194,4.900629745074555,0.2621404847398555,Iris-setosa
+12,6.179366495437927,3.0540001351344173,4.899497255198862,1.6654289462829435,Iris-versicolor
+13,5.108947716315581,3.0542108959313574,1.510022405321362,0.261530808429251,Iris-setosa
+14,5.108947716342462,3.0661167897662933,1.5100228280745158,0.2615308090502889,Iris-setosa
+15,5.108947716530267,3.0910501076815504,1.510024119134777,0.26153081091956176,Iris-setosa
+16,5.108947716253202,3.054656301209022,1.5100224190500169,0.2615308084519318,Iris-setosa
+17,5.10894771705669,3.054482194107876,1.5100226136673471,0.261530809432235,Iris-setosa
+18,5.108947716333609,3.064188355642228,1.5100227824626213,0.26153080892315606,Iris-setosa
+19,5.108947716939589,3.054034401366015,4.899491507192881,0.2615308097249664,Iris-setosa
+20,5.108947716341871,3.062378270138771,1.5100226796954845,0.26153080879612006,Iris-setosa
+21,5.108947716322809,3.063592648132064,1.5100227388055998,0.26153080892019304,Iris-setosa
+22,5.108947716509213,3.054592172194776,1.510022491095675,0.2615308087163908,Iris-setosa
+23,6.179366506254001,3.0540006332120324,4.899532592276939,1.6654425666070083,Iris-versicolor
+24,5.108947716334334,3.0678398925552837,1.5100228998593987,0.26153080906934817,Iris-setosa
+25,5.108947716458955,3.054347254695027,1.5100224323421807,0.2615308084713525,Iris-setosa
+26,5.108947716384353,3.057159846188673,1.5100225388728632,0.26153080860255135,Iris-setosa
+27,5.108947716462213,3.0881119579810314,1.5100240140617411,0.26153081097319775,Iris-setosa
+28,5.108947716455992,3.0543221317993647,1.510022451383082,0.2615308085882615,Iris-setosa
+29,5.1089477165074815,3.0703827816091627,1.510023148630028,0.2615308094613419,Iris-setosa
+30,5.108947716541404,3.100910625771593,1.5100247423004183,0.2615308119603455,Iris-setosa
+31,6.179366488884319,3.054000000101653,4.900195594153505,1.6654753839099836,Iris-virginica
+0,6.179366543950395,3.0547483168590683,1.5101259785702366,0.261576252124411,Iris-setosa
+1,6.179366488882194,3.054000000332985,4.900388912914574,1.665532618764838,Iris-virginica
+2,5.108947716504845,3.0540021594756097,4.899491305264075,0.2615308084194033,Iris-setosa
+3,5.108947716407528,3.0810645220051702,1.5100236209839866,0.2615308104238729,Iris-setosa
+4,6.179366488875598,3.054000000238401,4.900880769334499,1.6655693870148218,Iris-virginica
+5,6.179366489568225,3.0540000032340577,4.901155719966813,1.6658092618997966,Iris-virginica
+6,6.179366488991356,3.054000000294434,4.901466300836109,1.6656273577473966,Iris-virginica
+7,5.108947716438207,3.0811756316586303,1.5100235478183548,0.2615308101016523,Iris-setosa
+8,6.179366505149035,3.054002938832165,4.9587585337526905,1.759333489752966,Iris-virginica
+9,6.179366497995238,3.0540023867971993,4.899495449685997,1.6654284788723352,Iris-setosa
+10,6.179366489511644,3.05400000037452,4.899491863534687,1.6654275074938436,Iris-versicolor
+11,6.179366489402326,3.0540000047153013,4.908727752005033,1.667752298438917,Iris-virginica
+12,6.1793664888577595,3.0540000000886827,4.899527551478747,1.6654295902402698,Iris-virginica
+13,6.179366497775071,3.0540047856463315,5.176162847253909,2.1523594037837013,Iris-virginica
+14,5.108947716729021,3.0540033503858424,4.89949132091935,0.26153080846312815,Iris-setosa
+15,5.108947716630947,3.080990765518796,1.5100239027072462,0.2615308109180121,Iris-setosa
+16,6.1793664902958465,3.0540001295209884,4.899491340691221,1.6654274761809216,Iris-versicolor
+17,5.108947716308056,3.0580511765190304,1.5100225476068405,0.2615308086161841,Iris-setosa
+18,6.179366489159245,3.0540000029589494,4.90294413129402,1.666328381578627,Iris-virginica
+19,6.17936651748436,3.054077856132349,4.899517780129014,0.26153371409295273,Iris-setosa
+20,6.1793664890290465,3.0540000003974033,4.902138087343943,1.665720864913238,Iris-virginica
+21,6.179366491324536,3.054000268481979,5.0139304331085155,1.7701135260467298,Iris-virginica
+22,5.1089477163678865,3.0612990007499663,1.5100226896999993,0.2615308088296061,Iris-setosa
+23,5.108947716311244,3.058946790018986,1.510022587829644,0.26153080874066065,Iris-setosa
diff --git a/iris/lct_gan/2/21/test.csv b/iris/lct_gan/2/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/train.csv b/iris/lct_gan/2/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/21/val.csv b/iris/lct_gan/2/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/synth.csv b/iris/lct_gan/2/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ef38a083a42d80574b02ddc4ee9062ec0fb45b8
--- /dev/null
+++ b/iris/lct_gan/2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489137888,3.0540000002806833,4.899525180827416,1.6654301302877934,Iris-virginica
+1,6.179366497439229,3.0609969604199767,1.510037301209329,0.26153110708793414,Iris-setosa
+2,5.108947717755104,3.05412677158964,1.5100226826023635,0.2615308115859226,Iris-setosa
+3,6.179366489351464,3.054000006733789,4.9282020619027405,1.673739812118295,Iris-virginica
+4,6.179366488865939,3.054000000112566,4.899527987966347,1.665429935640268,Iris-virginica
+5,6.1793664919616,3.0541404409961874,1.5100233139971604,0.2615308306737045,Iris-setosa
+6,5.108947717029328,3.0592285156804615,1.5100233471134261,0.26153081164849284,Iris-setosa
+7,6.17936648934427,3.054000002847521,4.900282790543941,1.6656298764380795,Iris-virginica
+8,6.179366490161178,3.0540009672489714,4.89949136417236,0.2615308089881799,Iris-setosa
+9,6.179366488843978,3.0540000001781555,4.900479514830425,1.6655197733289278,Iris-virginica
+10,5.108947716594819,3.060264643062833,1.5100230212349621,0.26153081003027656,Iris-setosa
+11,6.179366489035984,3.0540000009070534,4.902460324395512,1.6658967328540264,Iris-virginica
+12,5.108947716701871,3.078531343937579,1.5100239721475717,0.26153081133600586,Iris-setosa
+13,6.179366494998687,3.0540664327536104,4.899494883534556,0.2615309214164335,Iris-setosa
+14,5.108947716479411,3.0541018183006714,1.510022410442345,0.26153080844894067,Iris-setosa
+15,6.179366488825231,3.054000000037375,4.899746045330079,1.6654394004759032,Iris-virginica
+16,5.10894771676217,3.071547179094363,1.5100238737873883,0.2615308116324589,Iris-setosa
+17,5.108947716976034,3.0581168025497507,1.51002316855754,0.2615308111250241,Iris-setosa
+18,5.108947716297653,3.065221026947044,1.5100227756913562,0.26153080892989083,Iris-setosa
+19,6.179366488960181,3.054000000131755,4.900438507725752,1.6654945360230515,Iris-virginica
+20,6.1793664923870875,3.0540005831954598,5.04285216990148,1.8292660352332661,Iris-virginica
+21,6.179366488913726,3.054000000064241,4.899975778912681,1.6654536409710416,Iris-virginica
+22,6.179366489026804,3.0540000011406137,4.904949088055423,1.6663925657893102,Iris-virginica
+23,6.179366489148943,3.054000000750647,4.9002210789957665,1.6655234292767782,Iris-virginica
+24,6.1793664891641225,3.054000002618725,4.9099658817814165,1.6677751918545014,Iris-virginica
+25,5.1089477164945265,3.0559177167418388,1.5100225534386773,0.26153080874622314,Iris-setosa
+26,6.179366490215331,3.0540000360434587,4.91099675988048,1.6715365446148431,Iris-virginica
+27,6.17936648878491,3.0540000000683785,4.899727989479287,1.6654424181929948,Iris-virginica
+28,6.1793664888799285,3.0540000001850935,4.9006094104134545,1.6655293214537854,Iris-virginica
+29,6.179366490435122,3.0540001422675296,4.899491347569486,1.6654274764866293,Iris-versicolor
+30,6.179366489294321,3.0540000043014044,4.911961934843108,1.6685290367176056,Iris-virginica
+31,5.108947716415457,3.077778346462006,1.5100233567178043,0.26153080964983705,Iris-setosa
+0,6.179366491718642,3.0540025349212434,4.899491997857629,0.26153083274209693,Iris-setosa
+1,5.108947716659252,3.055200716787232,1.5100225639884726,0.2615308088251666,Iris-setosa
+2,6.179366494115945,3.054000114439736,4.899500871920764,1.6654301552601027,Iris-versicolor
+3,5.108947717485661,3.0998155027790952,1.5100311860741293,0.26153084093054807,Iris-setosa
+4,6.179366489203255,3.0540000028096372,4.911006211145413,1.6680298928025423,Iris-virginica
+5,6.17936648933612,3.0540000139403785,4.9450425072653985,1.6824602122187768,Iris-virginica
+6,6.179366489660017,3.0540000015311324,4.899604111385455,1.665445412642982,Iris-virginica
+7,5.108947717075521,3.05401250960758,4.899491366519946,0.2615308086191087,Iris-setosa
+8,5.108947716620898,3.0540848812139485,1.510022431227705,0.2615308085866167,Iris-setosa
+9,6.179366494410244,3.0540057134266276,4.899496016464916,0.2615313453046881,Iris-setosa
+10,6.1793664888329545,3.0540000001563796,4.900264638229237,1.6654959525364452,Iris-virginica
+11,6.179366489264488,3.0540000026773364,4.901837075382073,1.665982743899045,Iris-virginica
+12,6.1793664890255995,3.0540000002908347,4.901560615525561,1.6656300699158773,Iris-virginica
+13,6.179366491906391,3.054014642346513,4.899491802573607,0.26153081449322196,Iris-setosa
+14,6.179366507798547,3.0540055910163604,4.9340525129294175,1.7323523320485907,Iris-virginica
+15,5.108947716541279,3.1078239689971356,1.5100249839217006,0.26153081204474943,Iris-setosa
+16,5.108947716511519,3.058178584916718,1.5100228114814254,0.2615308095952559,Iris-setosa
+17,6.179366506177021,3.0540025258572374,4.915183842214761,1.688823143329629,Iris-virginica
+18,6.179366490347088,3.054000127454825,4.899491358431712,1.6654274771769921,Iris-versicolor
+19,5.108947716987301,3.058692696878839,1.5100230560070362,0.26153081008758583,Iris-setosa
+20,6.179366489222656,3.054000004493934,4.905325414271751,1.667122173738014,Iris-virginica
+21,5.108947717009929,3.056829044990619,1.5100230823110778,0.26153081150492313,Iris-setosa
+22,5.108947717480797,3.05831127784897,1.510024211828234,0.26153082029295033,Iris-setosa
+23,5.108947716577619,3.0549125280353406,1.5100225186699416,0.26153080865834677,Iris-setosa
+24,5.108947716446813,3.0848377295912566,1.5100236348220808,0.2615308099873693,Iris-setosa
+25,5.108947716471249,3.054331132185801,1.5100224609315982,0.26153080866639666,Iris-setosa
+26,5.108947716467995,3.116408883353827,1.5100253692654817,0.26153081324338295,Iris-setosa
+27,6.179366488930803,3.054000000267339,4.899726958837255,1.6654508236903725,Iris-virginica
+28,6.1793664887957,3.0540000001774814,4.900301063920978,1.6655095182537083,Iris-virginica
+29,6.179366488982313,3.054000000227431,4.901125344558093,1.6655762826165512,Iris-virginica
+30,6.179366489094998,3.0540000014830624,4.905273013726219,1.6665147582148292,Iris-virginica
+31,6.179366489011004,3.054000000628021,4.901575556708321,1.6657127789151749,Iris-virginica
+0,5.10894771644769,3.061537930938463,1.5100227566030757,0.2615308089615029,Iris-setosa
+1,6.17936649095741,3.054001979579985,4.899491946335651,0.26153083238190483,Iris-setosa
+2,6.179366496558047,3.0540000572811032,4.89951260192196,1.6654323333444,Iris-versicolor
+3,5.10894771643517,3.0824143265604755,1.5100235403602411,0.2615308098988581,Iris-setosa
+4,6.179366490106403,3.0540000901794326,4.969989115974375,1.7160067991462096,Iris-virginica
+5,5.108947716385822,3.0550018721881482,1.5100224671725986,0.2615308085382811,Iris-setosa
+6,5.1089477165690385,3.077615724469643,1.5100239702894696,0.2615308118544188,Iris-setosa
+7,6.179366600500104,3.0543982673324876,4.909701790410971,0.2724718578540793,Iris-setosa
+8,6.179366488878574,3.0540000000970187,4.900161502795618,1.6654728382960515,Iris-virginica
+9,5.108947716563932,3.0966397752157566,1.5100244458304677,0.26153081126880673,Iris-setosa
+10,6.179366488844673,3.0540000000809293,4.899551298162958,1.665430828454644,Iris-virginica
+11,6.179366488854499,3.054000000140032,4.9003464140757425,1.6654971237137208,Iris-virginica
+12,6.179366523323667,3.054010523192939,4.900801104750577,1.666780503850792,Iris-virginica
+13,5.10894771665709,3.0811223822251965,1.5100240348527398,0.26153081124000893,Iris-setosa
+14,6.179366488886159,3.0540000000931053,4.900122374697545,1.6654685569864363,Iris-virginica
+15,5.108947716396501,3.0647035530871913,1.510022842036187,0.26153080907680143,Iris-setosa
+16,6.179366490036007,3.0540000009637707,4.899491731107351,1.6654275043620743,Iris-versicolor
+17,6.179366489101171,3.054000000697448,4.903675935210203,1.665988722300546,Iris-virginica
+18,6.179366488862059,3.054000000182251,4.900275906552812,1.6654981184083009,Iris-virginica
+19,5.108947716317769,3.065313950235019,1.5100227962001438,0.26153080898627706,Iris-setosa
+20,5.108947716528435,3.077152306608895,1.5100234355690663,0.26153080984107774,Iris-setosa
+21,6.179366489122701,3.054000000643282,4.903417227644838,1.665926487983094,Iris-virginica
+22,5.108947716588839,3.0583149094068807,1.5100227288314665,0.26153080907599924,Iris-setosa
+23,5.108947716453195,3.0930139002923283,1.5100240158932374,0.2615308108063763,Iris-setosa
+24,6.179366491255898,3.0540000771069096,4.903371658962304,1.6682108492565666,Iris-virginica
+25,6.179366488840516,3.054000000147322,4.899963188381297,1.6654665982228707,Iris-virginica
+26,6.179366520777442,3.0540065141917436,4.9416631332684124,1.7376712048114067,Iris-virginica
+27,6.179366489064135,3.0540000005987897,4.903154914591135,1.6659029799145073,Iris-virginica
+28,6.179366488900441,3.0540000001001717,4.900186871021339,1.6654740622651991,Iris-virginica
+29,5.108947716600214,3.056074058469363,1.5100225945791919,0.2615308088032847,Iris-setosa
+30,6.1793664900666005,3.0540000013431845,4.899491654212456,1.6654275021748466,Iris-versicolor
+31,6.179366489054055,3.0540000003531333,4.901959993026086,1.6656856680379035,Iris-virginica
+0,5.108947716410212,3.070419120531991,1.5100231081666726,0.2615308095224059,Iris-setosa
+1,6.17936648897734,3.05400000065229,4.9022845446252905,1.665828147275153,Iris-virginica
+2,5.108947716340513,3.0639307649693035,1.5100227525665273,0.26153080891993097,Iris-setosa
+3,5.108947718112297,3.0552432346510927,1.5100233181284544,0.261530814624202,Iris-setosa
+4,5.108947716297556,3.059842386614871,1.510022609525501,0.2615308087474524,Iris-setosa
+5,6.179366497093915,3.0540038180840052,4.899533377826375,1.6654506056741836,Iris-setosa
+6,5.108947717010406,3.05421955105466,1.510022493520037,0.2615308087582004,Iris-setosa
+7,5.108947716387987,3.0769091053251363,1.5100233030834989,0.26153080980452015,Iris-setosa
+8,6.179366537797754,3.05494650873965,1.5102297163643372,0.26169134819465956,Iris-setosa
+9,6.179366491183678,3.0540012653763053,4.899491528562753,0.2615308121573913,Iris-setosa
+10,5.108947716429931,3.0973916328739737,1.510024390207832,0.2615308116350835,Iris-setosa
+11,6.179366490715512,3.0540095221431955,4.899492099992425,0.2615308328127133,Iris-setosa
+12,5.10894771666842,3.0544131175588256,1.510022606396474,0.26153080982136767,Iris-setosa
+13,5.1089477164405865,3.0784983182126595,1.5100234318301573,0.26153080992497585,Iris-setosa
+14,6.1793664892743365,3.054000002164108,4.90934983846833,1.6673467353287648,Iris-virginica
+15,6.179366489828338,3.0540000008183252,4.899492685276553,1.6654275849528888,Iris-versicolor
+16,6.179366488898202,3.0540000003574166,4.901184335819057,1.6656305031221101,Iris-virginica
+17,5.108947716417225,3.0729902458240184,1.5100231924110015,0.26153080948501,Iris-setosa
+18,6.17936648885784,3.0540000001478016,4.9003632455505715,1.6654998569301287,Iris-virginica
+19,6.179366488749133,3.0540000000409684,4.899684126796095,1.6654379528032295,Iris-virginica
+20,6.179366498487972,3.0540003342242743,4.901280140581603,1.6667491474224412,Iris-virginica
+21,5.108947716430133,3.082298297017411,1.5100234946092415,0.26153080989629907,Iris-setosa
+22,5.108947717244559,3.0556749247780837,1.510022885718589,0.2615308102340988,Iris-setosa
+23,6.179366499288736,3.054000278135626,4.902343348283608,1.6673924238725495,Iris-virginica
diff --git a/iris/lct_gan/2/22/test.csv b/iris/lct_gan/2/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/train.csv b/iris/lct_gan/2/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/22/val.csv b/iris/lct_gan/2/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/synth.csv b/iris/lct_gan/2/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a014cbb819653ca53581b034f646043bf1d1022
--- /dev/null
+++ b/iris/lct_gan/2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716609153,3.054045787785964,4.899491351134668,0.26153080848338134,Iris-setosa
+1,6.179366490253793,3.05400002581335,4.91216660151231,1.671003430173672,Iris-virginica
+2,6.179366489350382,3.054000009738414,4.929797428544618,1.6756695670393769,Iris-virginica
+3,6.179366494489811,3.054000263100311,4.908300533881112,1.6733341331840055,Iris-virginica
+4,6.1793664892664655,3.054000007486681,4.92948685861881,1.6748383037324697,Iris-virginica
+5,5.108947716335959,3.0632028652093704,1.5100227227942353,0.2615308088495553,Iris-setosa
+6,5.108947716734263,3.0549036422293256,1.5100225928589697,0.2615308090834634,Iris-setosa
+7,5.108947716572258,3.1158323225213693,1.5100255262920592,0.2615308128379515,Iris-setosa
+8,5.10894771769319,3.054867473353402,1.510023275531737,0.2615308173911797,Iris-setosa
+9,5.108947716657784,3.0540184861030255,4.899491329361138,0.26153080846675,Iris-setosa
+10,5.108947716774863,3.0754933990417626,1.510024417408918,0.26153081336728534,Iris-setosa
+11,5.108947716339414,3.0614951016573424,1.5100226718760426,0.2615308087913489,Iris-setosa
+12,6.179366488855131,3.054000000285436,4.900757053988404,1.6655715244722944,Iris-virginica
+13,6.1793664889598094,3.0540000001844456,4.900760859488521,1.6655326199692153,Iris-virginica
+14,6.17936650242547,3.0540027500303415,4.9555359392863485,1.7583938068970721,Iris-virginica
+15,5.108947716628581,3.0540460751740364,4.899491359114106,0.2615308085252367,Iris-setosa
+16,6.179366489972974,3.054000002967965,4.899654697473866,1.6654601006550962,Iris-virginica
+17,5.108947718703312,3.054036171098985,4.89949172545722,0.26153081131359035,Iris-setosa
+18,5.108947717154183,3.0543177847615572,1.510022613278238,0.26153080968852255,Iris-setosa
+19,5.108947716496535,3.0867755865274487,1.5100237831378736,0.26153081027216696,Iris-setosa
+20,6.179366490611343,3.0540000960971887,4.941163175345502,1.6936993639728586,Iris-virginica
+21,6.179366489127725,3.0540000012501314,4.905695657863144,1.6664795337089127,Iris-virginica
+22,5.108947716604472,3.09063515620711,1.5100244096286344,0.26153081163602676,Iris-setosa
+23,6.179366488831931,3.0540000000940095,4.900109391079992,1.6654714845186078,Iris-virginica
+24,5.108947716398478,3.0725652420620473,1.5100231864867195,0.2615308096808908,Iris-setosa
+25,6.179366493760468,3.0540001300167527,4.900717527967532,1.6662559201733902,Iris-virginica
+26,6.179366489667783,3.054000000875779,4.899513265299142,1.6654297573876473,Iris-versicolor
+27,6.179366489179499,3.0540000021836033,4.908672081701729,1.66732250483771,Iris-virginica
+28,5.108947716510174,3.0893002368937186,1.5100239326091163,0.26153081038660236,Iris-setosa
+29,6.179366489057972,3.054000000745088,4.901627174794486,1.6657285498600305,Iris-virginica
+30,5.108947716529608,3.0739728730292373,1.510023381828638,0.2615308099218621,Iris-setosa
+31,6.179366497814278,3.0540003201657004,4.899529337917608,1.6654408756278154,Iris-versicolor
+0,6.179366489590476,3.0540000011163055,4.899533550714549,1.6654329069860452,Iris-virginica
+1,6.17936649635845,3.056530506016946,1.5100300409199394,0.2615309715131352,Iris-setosa
+2,5.108947716489833,3.100033842199252,1.5100243575553667,0.26153081105625603,Iris-setosa
+3,6.179366489373338,3.0540000125128413,4.922602696693126,1.6740807926683767,Iris-virginica
+4,6.179366491969885,3.054000108281191,4.911192327821388,1.673803795981769,Iris-virginica
+5,5.108947716585814,3.078743139067407,1.5100239092427603,0.2615308114273405,Iris-setosa
+6,5.108947716440515,3.0540042188835836,4.899491309385506,0.2615308084298088,Iris-setosa
+7,6.179366496251915,3.060507116264107,1.5100315041029446,0.2615309308399025,Iris-setosa
+8,6.179366490503013,3.0540014129195274,4.899491450849396,0.26153081035825665,Iris-setosa
+9,5.108947716381249,3.0540074711599403,4.899491304122517,0.261530808412874,Iris-setosa
+10,6.179366499552794,3.068952986990078,1.5100666325544787,0.26153222400624515,Iris-setosa
+11,6.179366489056696,3.0540000010273713,4.90428449747697,1.666197496225351,Iris-virginica
+12,5.1089477164310235,3.064571136254765,1.5100228812108136,0.26153080918026606,Iris-setosa
+13,6.1793664907149495,3.054000019761189,4.89949136917953,1.6654274802212312,Iris-versicolor
+14,5.108947716328378,3.0563564385598707,1.510022503201807,0.2615308085620254,Iris-setosa
+15,6.179366489209336,3.054000001962435,4.9087009201366945,1.667223057784952,Iris-virginica
+16,5.108947716509696,3.0541357034793717,1.510022431233147,0.26153080856658956,Iris-setosa
+17,6.179366502585568,3.0541947172890445,1.5100424594838824,0.26153596071105706,Iris-setosa
+18,6.179366488810364,3.054000000118265,4.899744198005854,1.6654472187596896,Iris-virginica
+19,5.108947716370247,3.071596878672895,1.510023058113892,0.2615308093214884,Iris-setosa
+20,6.179366490914671,3.054000301928913,4.997073091000941,1.7710325236905273,Iris-virginica
+21,6.17936649271551,3.0547576278829633,1.510024999211609,0.2615308762215637,Iris-setosa
+22,5.108947717254914,3.0707451517634503,1.5100261124254875,0.2615308261469357,Iris-setosa
+23,6.1793664888888635,3.0540000002769014,4.901023540516997,1.6655935351876434,Iris-virginica
+24,5.10894771876638,3.0775346251768263,1.5100323287445816,0.26153086790171587,Iris-setosa
+25,5.108947716403835,3.0644836689569313,1.5100228542115215,0.26153080916525784,Iris-setosa
+26,5.108947716369137,3.0540271076335745,4.899491310029168,0.2615308084142786,Iris-setosa
+27,5.108947716435146,3.0560898500914617,1.5100225381527823,0.2615308086505231,Iris-setosa
+28,5.108947716315682,3.0623265235577417,1.5100226840633797,0.2615308087981036,Iris-setosa
+29,5.10894771799473,3.064023103054441,1.5100261269686344,0.2615308296076789,Iris-setosa
+30,6.179366489899014,3.0540001054368853,5.062699741838975,1.7673146602427747,Iris-virginica
+31,6.179366502885112,3.0562854183193635,1.510036962283192,0.2615313227964537,Iris-setosa
+0,5.108947716502286,3.054000697316166,4.899491303931534,0.26153080842548565,Iris-setosa
+1,6.179366488844823,3.0540000001036085,4.900139671905712,1.665473924475514,Iris-virginica
+2,5.108947716372512,3.076630849827942,1.510023246881938,0.26153080954614916,Iris-setosa
+3,6.179366506576982,3.054002269819991,4.902241814605283,1.6685520740976982,Iris-virginica
+4,6.179366489506204,3.05400000066568,4.899531998724033,1.6654315592280986,Iris-virginica
+5,6.179366488833804,3.0540000002102623,4.900196618297842,1.6654987448629264,Iris-virginica
+6,6.1793664888572355,3.054000000105379,4.9001516567345975,1.6654743016304094,Iris-virginica
+7,6.179366488970089,3.0540000008127395,4.90344203614048,1.666062930193069,Iris-virginica
+8,6.179366488923174,3.0540000000999536,4.900208592574079,1.6654738615324618,Iris-virginica
+9,5.108947717165015,3.0652275132805578,1.5100239874104744,0.2615308127523644,Iris-setosa
+10,5.108947716321706,3.059689727559949,1.5100225976776374,0.26153080871215195,Iris-setosa
+11,6.179366489317921,3.0540000111035166,4.936030279423263,1.6781951767869558,Iris-virginica
+12,6.179366491935941,3.0541438103900695,1.5100236051996712,0.26153084895749024,Iris-setosa
+13,6.179366490294825,3.0540000292079306,4.904262091858544,1.6679800975997827,Iris-virginica
+14,6.179366489026993,3.054000000230421,4.9011980249495775,1.6655761076058722,Iris-virginica
+15,6.179366492695533,3.054000063414316,4.900564990699413,1.6660202723468867,Iris-virginica
+16,6.179366489562777,3.0540000356227255,4.998326689397104,1.7105332179627002,Iris-virginica
+17,6.179366490149955,3.05400000837682,4.900318695687195,1.6656986658562187,Iris-virginica
+18,6.17936649086417,3.0540000911095975,4.8994915931421685,1.6654275166872272,Iris-versicolor
+19,6.179366490200679,3.054000015372603,4.9103034915018275,1.6689683707203617,Iris-virginica
+20,6.179366489072182,3.0540000001858574,4.8995157125442,1.6654290682846917,Iris-versicolor
+21,6.1793664896915645,3.0540001951981735,4.89949133452779,1.6654274760596304,Iris-versicolor
+22,6.179366490766171,3.054000004008088,4.899492013667995,1.6654275514898051,Iris-versicolor
+23,6.179366497491416,3.0540017833773248,4.943457605724416,1.7376214297963049,Iris-virginica
+24,6.179366489164607,3.0540000012663353,4.906318304789344,1.6665644622672555,Iris-virginica
+25,5.108947716364238,3.056128031960502,1.510022508624818,0.2615308085855503,Iris-setosa
+26,5.108947716450296,3.0581374065998608,1.5100226146339564,0.2615308087573024,Iris-setosa
+27,6.179366489297406,3.054000003612121,4.91467902851005,1.669033662091525,Iris-virginica
+28,5.108947716292897,3.0549339827224498,1.510022438775135,0.2615308084735846,Iris-setosa
+29,6.1793664889588396,3.0540000006276617,4.9018734302342715,1.665774435462883,Iris-virginica
+30,6.179366489144413,3.0540000004021066,4.899607589961093,1.665438538872981,Iris-virginica
+31,6.179366488911317,3.0540000000609484,4.899936078382265,1.66545079344712,Iris-virginica
+0,6.179366488874071,3.0540000002596623,4.900702482919351,1.6655552523662873,Iris-virginica
+1,6.179366491713496,3.054000015062394,4.899539539254191,1.6654384098723827,Iris-virginica
+2,6.179366489107415,3.05400000088518,4.904198324546903,1.666117964908666,Iris-virginica
+3,6.179366490083963,3.054000053428945,4.899491314403367,1.665427475428391,Iris-versicolor
+4,5.108947716436009,3.0755071283672044,1.5100233206528006,0.2615308096585895,Iris-setosa
+5,5.108947716280662,3.0609383676902087,1.5100226307948532,0.2615308087986338,Iris-setosa
+6,5.108947716560486,3.115252033133832,1.5100255667948232,0.2615308134202444,Iris-setosa
+7,5.108947716314426,3.0544796708734268,1.5100224209406947,0.26153080844711224,Iris-setosa
+8,5.108947717156819,3.0560667184802655,1.5100228337678478,0.26153080974957116,Iris-setosa
+9,5.108947716428247,3.0558498923769375,1.5100225636237812,0.2615308088331645,Iris-setosa
+10,5.1089477165564965,3.0966767548833696,1.5100245144833229,0.2615308117149318,Iris-setosa
+11,5.108947716335937,3.0547383598581757,1.5100224486704639,0.2615308085219004,Iris-setosa
+12,5.108947716400387,3.0761269974294594,1.5100232776525961,0.2615308095980233,Iris-setosa
+13,6.179366489465849,3.054000018384284,4.927410972814783,1.677092333611009,Iris-virginica
+14,6.179366488920314,3.0540000001087497,4.900267514851986,1.6654806876339738,Iris-virginica
+15,6.179366489005671,3.0540000003487884,4.901831928034493,1.6656777540427623,Iris-virginica
+16,5.1089477163580845,3.0681881196368685,1.5100229351126269,0.2615308091381544,Iris-setosa
+17,5.108947716404999,3.054031701079031,4.899491320714166,0.2615308084308539,Iris-setosa
+18,6.179366488892184,3.0540000002185232,4.899889892516342,1.665463976851057,Iris-virginica
+19,5.108947716333345,3.0581047016498113,1.5100225553758966,0.2615308086307653,Iris-setosa
+20,5.108947718562956,3.0573772800335997,1.5100256137555848,0.2615308440129125,Iris-setosa
+21,5.108947716321664,3.0633004733398685,1.5100227211785107,0.26153080888365365,Iris-setosa
+22,5.10894771672584,3.0794089405152376,1.5100246075710653,0.26153081368151015,Iris-setosa
+23,6.179366489208642,3.054000001522646,4.9071908837763365,1.6667699723168157,Iris-virginica
diff --git a/iris/lct_gan/2/23/test.csv b/iris/lct_gan/2/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/train.csv b/iris/lct_gan/2/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/23/val.csv b/iris/lct_gan/2/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/synth.csv b/iris/lct_gan/2/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdfa74b506debfa3aa43de3a2a884110a0a2d3a6
--- /dev/null
+++ b/iris/lct_gan/2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716415859,3.073881362438621,1.5100232181216147,0.261530809510423,Iris-setosa
+1,6.17936648975253,3.0540000821252935,5.039599952977452,1.7506223074593417,Iris-virginica
+2,5.108947716518564,3.0547626889919943,1.51002250211766,0.2615308087254261,Iris-setosa
+3,5.108947716311822,3.0556087287380653,1.5100224650305476,0.26153080850876953,Iris-setosa
+4,5.108947716454377,3.076591489101191,1.5100234653664137,0.2615308101675018,Iris-setosa
+5,5.108947716625166,3.0894970453572075,1.5100244356528656,0.2615308117592743,Iris-setosa
+6,5.1089477166147015,3.0860425551745454,1.5100242021257346,0.261530811343623,Iris-setosa
+7,6.179366493464402,3.0542519558316754,1.510023532438427,0.2615308307971436,Iris-setosa
+8,6.1793664890374185,3.0540000004961425,4.9025838804747774,1.6658042116462501,Iris-virginica
+9,6.179366490999948,3.05400011620732,4.899491364487489,1.6654274776991593,Iris-versicolor
+10,6.179366488921257,3.0540000000771137,4.900056200502591,1.665460091635011,Iris-virginica
+11,5.1089477164755985,3.055334045232056,1.5100226070165081,0.26153080918696797,Iris-setosa
+12,6.179366489343945,3.0540000116050896,4.935440803771455,1.6782110455094061,Iris-virginica
+13,5.108947716385647,3.0775496408215726,1.510023297071598,0.26153080966060926,Iris-setosa
+14,5.108947716442563,3.0922445783139434,1.5100240681763506,0.2615308109451013,Iris-setosa
+15,6.1793664893189915,3.0540000045106797,4.908084672024054,1.6676455483480477,Iris-virginica
+16,6.1793664889245195,3.054000000096638,4.900196180607191,1.665472786243374,Iris-virginica
+17,5.108947716471706,3.089588900468889,1.5100238516464977,0.2615308102574269,Iris-setosa
+18,5.108947716664829,3.054041104537631,4.899491363168665,0.2615308085399782,Iris-setosa
+19,5.108947716436766,3.0621264630729828,1.5100227905601735,0.2615308090035691,Iris-setosa
+20,6.179366489324892,3.0540000017350133,4.900404837838704,1.6656009148470923,Iris-virginica
+21,5.1089477176550275,3.0657200946884893,1.5100247552018098,0.2615308168272591,Iris-setosa
+22,6.1793665021395245,3.0540303018929804,4.899501843076666,0.2615317075768408,Iris-setosa
+23,6.179366488897142,3.054000000461102,4.901963783576617,1.6657636725865061,Iris-virginica
+24,5.108947716344001,3.066871479258874,1.510022864344264,0.261530809039157,Iris-setosa
+25,5.108947716642747,3.0860921340097134,1.5100241608408014,0.2615308111071588,Iris-setosa
+26,5.108947716308437,3.0610384188614383,1.5100226521388718,0.26153080880332974,Iris-setosa
+27,6.179366488915256,3.0540000001131147,4.900269224039108,1.665481079916868,Iris-virginica
+28,6.179366488898915,3.0540000000735006,4.900032241250903,1.6654588230624827,Iris-virginica
+29,5.108947716966268,3.0541534575458815,1.510022470434273,0.26153080872813866,Iris-setosa
+30,5.108947716564994,3.083372165958022,1.5100240712262105,0.26153081160022573,Iris-setosa
+31,6.179366488795652,3.0540000000880014,4.899688596868812,1.6654411600886716,Iris-virginica
+0,6.179366505770461,3.0546536612559883,1.5100344931833254,0.2615316475298758,Iris-setosa
+1,5.108947716405415,3.0553660836787366,1.5100224933458244,0.2615308085751598,Iris-setosa
+2,5.108947716407623,3.0675442902614622,1.510022942668662,0.26153080915899246,Iris-setosa
+3,6.1793664888697535,3.0540000001120897,4.900281032697384,1.6654859131084874,Iris-virginica
+4,6.1793664889879745,3.0540000003672247,4.9019574934162575,1.665704219781629,Iris-virginica
+5,6.179366488754431,3.0540000000727905,4.89978340585948,1.6654482245963529,Iris-virginica
+6,6.179366490827512,3.054000010713563,4.899614252077895,1.6654589590774638,Iris-virginica
+7,6.179366489124767,3.054000000544831,4.902916282853847,1.6658278341880324,Iris-virginica
+8,5.1089477167358455,3.0732454650972736,1.5100238570887752,0.2615308114399167,Iris-setosa
+9,6.179366488934208,3.054000000137669,4.900479762622252,1.6655016782799787,Iris-virginica
+10,6.179366535495392,3.054242190334789,4.9025924449263725,0.2642475518207715,Iris-setosa
+11,6.179366488805202,3.054000000109733,4.900156352956441,1.6654800056569172,Iris-virginica
+12,6.179366488902393,3.05400000023347,4.9010806562400555,1.6655839663908283,Iris-virginica
+13,5.108947716360616,3.0584227364507512,1.5100225859437983,0.2615308087232976,Iris-setosa
+14,6.179366489275152,3.0540000033594707,4.902270236406039,1.6661656006947771,Iris-virginica
+15,5.108947716367593,3.0551446812006744,1.5100224603001553,0.2615308085067738,Iris-setosa
+16,6.179366492020712,3.054000053607983,4.899492918569175,1.665427795407107,Iris-versicolor
+17,5.108947716408077,3.07844906618953,1.5100233537052525,0.2615308097437197,Iris-setosa
+18,6.17936648881396,3.054000000090085,4.900064333272683,1.665468697796623,Iris-virginica
+19,5.108947716587226,3.1030196388411153,1.5100247464571177,0.261530811540967,Iris-setosa
+20,5.108947716384465,3.0741444960369084,1.5100231967005295,0.26153080957924363,Iris-setosa
+21,6.179366503355478,3.0540024781278414,4.908230715993323,1.6785935759295274,Iris-virginica
+22,5.1089477166296255,3.0540004006619395,4.899491306808214,0.2615308084470705,Iris-setosa
+23,6.179366489055697,3.0540000009409294,4.9047444456182285,1.6662656533262872,Iris-virginica
+24,6.17936649098944,3.0540000439191153,4.906323748392767,1.669035082976362,Iris-virginica
+25,5.108947716445234,3.0540015652125,4.899491300730918,0.2615308084101955,Iris-setosa
+26,6.1793664894652185,3.054000001288411,4.899731642820957,1.6654649044318708,Iris-virginica
+27,6.179366492798612,3.0540175297621284,4.89949302028613,0.26153086702410705,Iris-setosa
+28,6.179366489360463,3.0540000029699694,4.902661939199598,1.6661391532828371,Iris-virginica
+29,5.108947716782508,3.0761815283524627,1.510025198623758,0.26153081791368765,Iris-setosa
+30,6.1793664891453615,3.0540000013568314,4.906416764910998,1.6666141535749486,Iris-virginica
+31,6.179366493230219,3.056146776160329,1.5100280575215697,0.26153094143300004,Iris-setosa
+0,6.1793664891830025,3.054000001480535,4.906857757759147,1.666709744683127,Iris-virginica
+1,5.108947716418517,3.067415508609248,1.5100230230834122,0.26153080942003065,Iris-setosa
+2,6.179366491043197,3.054009704895666,4.899492046583477,0.2615308262251492,Iris-setosa
+3,5.1089477166392445,3.054003532821912,4.8994913146142,0.2615308084392776,Iris-setosa
+4,6.1793665000723905,3.0540039581455214,5.049325936970458,1.937138293964872,Iris-virginica
+5,5.108947716392753,3.0557695044637736,1.5100224971741902,0.26153080856870325,Iris-setosa
+6,6.17936648891184,3.054000000301147,4.90142096392101,1.665639740033323,Iris-virginica
+7,5.108947716511229,3.0941904751482654,1.5100241496527804,0.26153081072338996,Iris-setosa
+8,6.179366490746367,3.0540001308464335,4.9785067388224125,1.7236204449669592,Iris-virginica
+9,6.179366488853779,3.054000000249666,4.9007250076459155,1.665560810382757,Iris-virginica
+10,6.179366489332924,3.0540000039166824,4.907911898586223,1.667470942849571,Iris-virginica
+11,6.179366490672227,3.054000051551149,4.910850461865962,1.672079877681296,Iris-virginica
+12,5.108947716388234,3.070407640252942,1.5100230413072053,0.2615308092775777,Iris-setosa
+13,6.1793664891404205,3.054000001120089,4.9054663503681635,1.666381427707982,Iris-virginica
+14,5.108947716442317,3.054576595697104,1.5100224551398387,0.2615308085241571,Iris-setosa
+15,6.1793665124333375,3.0540510585262277,4.89964897679013,0.2615896482201242,Iris-setosa
+16,5.1089477168496,3.0565449547715984,1.5100228874854713,0.2615308101408061,Iris-setosa
+17,5.108947716467278,3.0744605152286257,1.5100233203038251,0.2615308097690043,Iris-setosa
+18,6.179366489805305,3.054000014014466,4.911935510228846,1.6698214216078258,Iris-virginica
+19,6.179366495394451,3.0540001118949798,4.900925479148673,1.6662472804676398,Iris-virginica
+20,5.108947716480869,3.0540009938780517,4.899491301354902,0.26153080841291154,Iris-setosa
+21,5.108947716402266,3.056498181006015,1.5100225331122665,0.2615308086273975,Iris-setosa
+22,6.179366488961407,3.0540000001315377,4.899510615020939,1.665428680702414,Iris-versicolor
+23,6.179366489220773,3.0540000019988325,4.909177949107965,1.667316324559632,Iris-virginica
+24,6.179366488872074,3.054000000091512,4.9001278620749185,1.6654698170773445,Iris-virginica
+25,6.179366493726767,3.0540004142027506,4.9210003637396875,1.6888932511904384,Iris-virginica
+26,5.108947717536373,3.057197405021955,1.510023536764663,0.2615308142771558,Iris-setosa
+27,5.108947716558901,3.064246401807035,1.5100229854883773,0.2615308093474818,Iris-setosa
+28,6.179366488984196,3.054000000329181,4.899781222658122,1.6654570595514189,Iris-virginica
+29,6.17936648891434,3.0540000001712926,4.900705652133829,1.6655317991765226,Iris-virginica
+30,5.108947716806712,3.054362313304287,1.5100225903120437,0.2615308096437378,Iris-setosa
+31,6.179366488866544,3.054000000055195,4.899885431066507,1.6654482670841078,Iris-virginica
+0,5.1089477164677914,3.0678560769957937,1.5100230935223538,0.2615308096313055,Iris-setosa
+1,5.108947716638065,3.0645005062165627,1.5100231013907564,0.26153080967177705,Iris-setosa
+2,5.108947716369341,3.055586494350683,1.5100224914106057,0.2615308085829487,Iris-setosa
+3,5.108947716364489,3.066700849566611,1.510022888500191,0.26153080912709703,Iris-setosa
+4,6.179366490266531,3.0540001097577374,4.980892775573007,1.7259851953796326,Iris-virginica
+5,5.108947716459812,3.054240991504114,1.5100224290417383,0.2615308084799025,Iris-setosa
+6,6.179366489341169,3.0540000045739766,4.905223440118047,1.6669460333658046,Iris-virginica
+7,6.179366488803133,3.054000000094657,4.899934096243067,1.6654595987770535,Iris-virginica
+8,6.17936650814647,3.054004286931431,4.971175840280924,1.7880163813572385,Iris-virginica
+9,6.17936649495341,3.0540000597677626,4.899522455370751,1.6654357717372619,Iris-versicolor
+10,6.179366491240811,3.0540000694429907,4.899491369581867,1.6654274780622242,Iris-versicolor
+11,6.179366489367559,3.0540000059018046,4.923932219443181,1.6721095886116282,Iris-virginica
+12,5.108947716547311,3.0922997467619084,1.5100241326252961,0.26153081077433576,Iris-setosa
+13,6.179366489243107,3.0540000030417107,4.911952116189662,1.6682411605148209,Iris-virginica
+14,5.108947716844312,3.054006363964517,4.899491331225041,0.2615308085021585,Iris-setosa
+15,5.108947716418046,3.081674124661663,1.510023473953472,0.26153080997865347,Iris-setosa
+16,6.1793664901599845,3.05400014492111,5.0948548977709125,1.7935961161780942,Iris-virginica
+17,5.108947719261358,3.0618998309985868,1.5100278108874026,0.26153085009647375,Iris-setosa
+18,6.179366490394488,3.054000401803391,5.2492521124506695,1.9614860023090301,Iris-virginica
+19,6.17936648918933,3.0540000012993858,4.900545200281403,1.6656096008034802,Iris-virginica
+20,6.1793664910946715,3.0540007367304534,5.233190924702475,2.0167219134044023,Iris-virginica
+21,5.108947716804986,3.058413117631898,1.5100231218498834,0.26153081091043595,Iris-setosa
+22,5.108947716648097,3.0540003779330185,4.899491306339476,0.2615308084431487,Iris-setosa
+23,5.108947716321833,3.06672271618983,1.5100228573545516,0.2615308090326002,Iris-setosa
diff --git a/iris/lct_gan/2/24/test.csv b/iris/lct_gan/2/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/train.csv b/iris/lct_gan/2/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/24/val.csv b/iris/lct_gan/2/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/synth.csv b/iris/lct_gan/2/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc6fac3231377b5e38d56e8927f5da1b15fced48
--- /dev/null
+++ b/iris/lct_gan/2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771644147,3.083433133307282,1.510023618291804,0.2615308101776582,Iris-setosa
+1,6.1793664890500315,3.0540000010685397,4.904664970493436,1.6662901683817493,Iris-virginica
+2,6.179366488951901,3.0540000005181787,4.900798961976613,1.6656007589407684,Iris-virginica
+3,6.179366489133246,3.0540000017030233,4.90337187665954,1.6661801799560811,Iris-virginica
+4,6.1793664974606966,3.054000594380434,4.910786432301457,1.677086810757259,Iris-virginica
+5,6.17936648933624,3.054000007519768,4.930549011642195,1.6748667197978884,Iris-virginica
+6,5.108947716460489,3.064948251588664,1.510022879224934,0.26153080910510296,Iris-setosa
+7,5.10894771645089,3.066287764784578,1.5100229818211837,0.2615308093090508,Iris-setosa
+8,5.1089477165085535,3.0541290779765538,1.5100224299219758,0.26153080857338484,Iris-setosa
+9,6.179366488830505,3.054000000128892,4.900062734008986,1.6654730866877192,Iris-virginica
+10,6.179366488986213,3.054000000175542,4.899592231527333,1.665434296050071,Iris-virginica
+11,5.108947717543577,3.0546048520088362,1.5100228090955592,0.26153081072604195,Iris-setosa
+12,6.179366495960139,3.0540002989254362,4.89950949821421,1.6654338486342568,Iris-versicolor
+13,6.179366489047706,3.0540000003734566,4.902040200778293,1.6657026050493968,Iris-virginica
+14,5.108947716324764,3.054764318876479,1.5100224477691562,0.26153080851878213,Iris-setosa
+15,5.108947716731788,3.0542683606288246,1.5100224913015572,0.2615308088376303,Iris-setosa
+16,6.179366488838983,3.0540000002241943,4.899867225377873,1.6654664862285258,Iris-virginica
+17,5.108947716402766,3.0671734495577123,1.5100229710687572,0.26153080923388833,Iris-setosa
+18,5.108947716686881,3.0540223777795603,4.899491378074859,0.26153080873419216,Iris-setosa
+19,5.108947716312649,3.059840160107239,1.5100225922741681,0.2615308086670136,Iris-setosa
+20,5.108947716496529,3.0987696720575153,1.5100243106062077,0.2615308109663352,Iris-setosa
+21,5.108947716547604,3.0616615391400077,1.5100229315743112,0.2615308094743037,Iris-setosa
+22,6.179366488897097,3.054000000077808,4.900045463524425,1.6654604943877036,Iris-virginica
+23,5.108947716733777,3.0540808185707844,4.8994913700092155,0.2615308084952713,Iris-setosa
+24,6.179366504884959,3.0540055220393554,4.914477998205455,1.694361016697203,Iris-virginica
+25,6.1793664907046075,3.054000126726403,4.96183920056447,1.7124060094312115,Iris-virginica
+26,6.179366488737508,3.0540000000462872,4.899696702316826,1.6654398383156435,Iris-virginica
+27,6.179366490066641,3.0540000063506403,4.900361958713677,1.6656684961919526,Iris-virginica
+28,5.1089477164829775,3.054020430443792,4.899491325734303,0.26153080847115673,Iris-setosa
+29,6.179366506659809,3.0540023826806446,4.908015826543309,1.6773708621126135,Iris-virginica
+30,5.108947716417348,3.0545503068481783,1.5100224462891298,0.26153080849609744,Iris-setosa
+31,6.179366489093992,3.0540000009482116,4.904167887190226,1.666136604591052,Iris-virginica
+0,5.108947716618734,3.0840289358022255,1.510024133386861,0.26153081158081587,Iris-setosa
+1,5.108947716678525,3.0540174567925744,4.899491354458248,0.2615308085911501,Iris-setosa
+2,6.179366494491558,3.0544810420149444,1.5100274625692331,0.26153111381025046,Iris-setosa
+3,5.10894771677356,3.061706486259733,1.5100231659942354,0.26153081025940833,Iris-setosa
+4,6.17936649067727,3.0540000100437896,4.899613066138491,1.6654599575062505,Iris-virginica
+5,5.1089477164383945,3.081585399217976,1.510023530608831,0.2615308100790023,Iris-setosa
+6,6.17936648879727,3.054000000101872,4.899902110724873,1.6654586059400183,Iris-virginica
+7,6.179366489421551,3.0540000010411426,4.899946448460467,1.6654879431151126,Iris-virginica
+8,6.179366522408266,3.0540169234858006,4.908069370683299,1.6812937163385087,Iris-virginica
+9,6.179366488909403,3.0540000000545566,4.899901497303307,1.6654479864402991,Iris-virginica
+10,5.108947716556877,3.0582617372492003,1.5100227218842883,0.26153080906296916,Iris-setosa
+11,5.108947716625913,3.089293806907108,1.510024166422009,0.26153081103314335,Iris-setosa
+12,5.1089477173863065,3.054690902131745,1.510023123696433,0.26153081554518126,Iris-setosa
+13,5.108947716332568,3.0559447749272324,1.510022484656019,0.26153080854922245,Iris-setosa
+14,6.179366489511787,3.0540000141100845,4.955387583114476,1.6846416195476703,Iris-virginica
+15,6.179366490081672,3.05400000262426,4.899526305157794,1.665432800629652,Iris-virginica
+16,6.179366489584067,3.0540000012007775,4.899565344165985,1.665438089227635,Iris-virginica
+17,6.179366490036485,3.054000011970003,4.904475115834754,1.6671321037205737,Iris-virginica
+18,5.108947716990254,3.0545367169813216,1.510022559527045,0.26153080895189373,Iris-setosa
+19,5.108947716556973,3.08067992702235,1.5100236525421151,0.2615308102113087,Iris-setosa
+20,5.108947716351004,3.0609660960012723,1.5100226555997207,0.26153080877386586,Iris-setosa
+21,6.179366489632183,3.054000041352023,5.01747559781654,1.7194145442824487,Iris-virginica
+22,5.108947716565837,3.0983110823214157,1.5100244958979014,0.2615308114262332,Iris-setosa
+23,6.179366489383937,3.0540000002161114,4.89949264873751,1.6654275463595458,Iris-versicolor
+24,6.179366492899245,3.0540000243806906,4.899499470913889,1.6654289890558618,Iris-versicolor
+25,6.179366493735625,3.0540045268479448,4.8994922630323385,0.26153083569717805,Iris-setosa
+26,6.179366501585208,3.0540032978577627,4.997840298272157,1.8346168885085379,Iris-virginica
+27,6.179366489171832,3.054000004144676,4.91444608230543,1.6693912572878136,Iris-virginica
+28,5.108947716333734,3.054231616008294,1.5100224062545202,0.2615308084273212,Iris-setosa
+29,5.108947716356751,3.0773197663853757,1.510023220373202,0.2615308094622926,Iris-setosa
+30,5.108947716494643,3.0595049962502046,1.510022727557591,0.2615308090050198,Iris-setosa
+31,6.179366491829814,3.05400006693787,4.9042096479299,1.6682659821575896,Iris-virginica
+0,5.108947717019633,3.059118842873033,1.5100231711622536,0.261530810558977,Iris-setosa
+1,5.108947716730587,3.054249528110258,1.5100224745027222,0.261530808666983,Iris-setosa
+2,5.1089477163652495,3.0651111545105874,1.5100228375925253,0.26153080909650717,Iris-setosa
+3,6.179366489625699,3.0540000081518173,4.899491305279706,1.665427475272116,Iris-versicolor
+4,5.108947716590567,3.054023279007715,4.899491337586937,0.2615308084973927,Iris-setosa
+5,6.17936649238907,3.0540024214560866,4.8994920592844995,0.2615308383512208,Iris-setosa
+6,6.179366495170879,3.0540000503533173,4.899566272780759,1.665449461780196,Iris-virginica
+7,5.108947717842717,3.0552655752926356,1.5100238682096816,0.26153082491244767,Iris-setosa
+8,6.179366488899526,3.054000000287871,4.900477826113488,1.6655319454287107,Iris-virginica
+9,5.108947716418389,3.0541924510492993,1.5100224203753725,0.261530808478254,Iris-setosa
+10,6.179366488901142,3.054000000227196,4.900027272272402,1.665477406186928,Iris-virginica
+11,6.179366491937167,3.054318228694659,1.5100233917024743,0.26153082640176,Iris-setosa
+12,6.179366489334254,3.0540000085433903,4.933722122784138,1.6763411684045706,Iris-virginica
+13,6.1793664890481725,3.0540000012926374,4.90350439682312,1.6661528953171145,Iris-virginica
+14,6.179366489397642,3.054000006482408,4.927433228741932,1.6732903280059437,Iris-virginica
+15,6.17936648911768,3.0540000005591414,4.90312363810346,1.6658667043759168,Iris-virginica
+16,6.1793664889656945,3.054000000139652,4.9005280561354985,1.6655028173660158,Iris-virginica
+17,6.179366489155451,3.0540000013221205,4.9027466333908984,1.6659821940912463,Iris-virginica
+18,5.108947716470604,3.086361005332658,1.510023770246184,0.26153081041492926,Iris-setosa
+19,5.10894771642536,3.0644961031085556,1.5100229378228633,0.26153080941794454,Iris-setosa
+20,6.1793664901720105,3.0540000004461465,4.899493177050292,1.6654275776252707,Iris-versicolor
+21,6.179366488849856,3.0540000001513654,4.8995975961752025,1.6654362931856392,Iris-virginica
+22,6.179366516044459,3.0540008117291997,4.899568555133045,1.6654566684123646,Iris-versicolor
+23,6.17936648903827,3.054000000662819,4.900587071139922,1.6655758933159248,Iris-virginica
+24,5.10894771666605,3.0668195153397892,1.5100234585383363,0.26153081095244174,Iris-setosa
+25,6.1793664891960765,3.0540000033962653,4.914086125983257,1.6689645008075544,Iris-virginica
+26,6.179366489024976,3.0540000008254107,4.9019586923144125,1.665807229522651,Iris-virginica
+27,5.108947716706245,3.0593114152568353,1.5100230911028303,0.26153081042572734,Iris-setosa
+28,6.179366494677782,3.0540010772570043,5.051026042169184,1.8581708328336803,Iris-virginica
+29,6.179366489652773,3.0540000712957855,5.026102680554667,1.739909416538598,Iris-virginica
+30,5.10894771648475,3.1019395170041606,1.5100248755558523,0.2615308127634019,Iris-setosa
+31,6.179366489117971,3.0540000009848884,4.900062943840591,1.6655230810970343,Iris-virginica
+0,6.179366489104969,3.0540000009600057,4.904549149310318,1.666199621282198,Iris-virginica
+1,6.179366490368334,3.0540000019465987,4.899493932857808,1.6654277487591425,Iris-versicolor
+2,5.1089477165112855,3.054007330192063,4.899491310300987,0.2615308084226644,Iris-setosa
+3,6.179366504106964,3.0540009258866068,4.906631319802961,1.6723734045929963,Iris-virginica
+4,6.179366496877942,3.0540000481423295,4.899519486030647,1.66543371643712,Iris-versicolor
+5,6.179366516931565,3.055767511192073,1.5100655209539493,0.26153535514640674,Iris-setosa
+6,5.108947716416118,3.054149240785133,1.510022412239784,0.26153080844895715,Iris-setosa
+7,5.108947716356425,3.062529864237223,1.510022761086046,0.26153080904424153,Iris-setosa
+8,6.179366488915927,3.0540000001183554,4.900323479066101,1.6654863264010744,Iris-virginica
+9,6.179366490309785,3.0540000026767644,4.899491455395104,1.6654274858165174,Iris-versicolor
+10,6.179366488990851,3.054000000201788,4.900929083366785,1.6655490047705275,Iris-virginica
+11,6.179366506750313,3.0540162927730914,4.899530617194214,0.26154074511538994,Iris-setosa
+12,6.179366489115743,3.0540000011612483,4.905206345999514,1.6663634417284616,Iris-virginica
+13,5.108947716322442,3.06359209834728,1.5100227300234246,0.2615308088732183,Iris-setosa
+14,5.108947716975056,3.0949046222390395,1.5100261696454689,0.26153081638289494,Iris-setosa
+15,6.179366489026183,3.054000000237554,4.901302236264826,1.6655885845341887,Iris-virginica
+16,5.108947716538055,3.103757094230875,1.5100247839222245,0.26153081183730165,Iris-setosa
+17,6.179366491837527,3.054000004717694,4.899503429983137,1.6654290722625422,Iris-versicolor
+18,6.1793664908846875,3.054011397142212,4.899491848884098,0.26153081704970216,Iris-setosa
+19,6.1793664896273235,3.0540000191252012,4.921834881276667,1.6748538135632274,Iris-virginica
+20,5.108947716741594,3.0540008243705032,4.89949132316343,0.2615308085380835,Iris-setosa
+21,5.108947716351986,3.054118728433954,1.5100224065306767,0.2615308084490709,Iris-setosa
+22,5.108947716616409,3.0636022190560497,1.5100229461992758,0.26153080926848254,Iris-setosa
+23,5.108947716467,3.0842329985270234,1.5100236827353484,0.2615308100852233,Iris-setosa
diff --git a/iris/lct_gan/2/25/test.csv b/iris/lct_gan/2/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/train.csv b/iris/lct_gan/2/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/25/val.csv b/iris/lct_gan/2/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/synth.csv b/iris/lct_gan/2/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffd31d03daef1fba3f5744125c2629325e67703c
--- /dev/null
+++ b/iris/lct_gan/2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489580741,3.054000000757818,4.89949557084642,1.6654278630658597,Iris-versicolor
+1,6.179366489463612,3.054000007582795,4.91291980346438,1.669354366076642,Iris-virginica
+2,5.108947716578058,3.103853125453039,1.5100246462902434,0.2615308112373049,Iris-setosa
+3,6.179366489679661,3.054000004873191,4.902147314462798,1.6661256019607502,Iris-virginica
+4,5.108947716402831,3.078147888772115,1.510023302400351,0.2615308096557561,Iris-setosa
+5,5.108947716700422,3.126347086114352,1.5100270805705758,0.26153081601468986,Iris-setosa
+6,5.108947716732508,3.07150594121078,1.510023552708113,0.26153081034825654,Iris-setosa
+7,6.179366489259204,3.054000000804292,4.899620113060563,1.6654448752644846,Iris-virginica
+8,6.179366489137346,3.0540000017184896,4.907625407459935,1.667007514265597,Iris-virginica
+9,6.179366490238725,3.0540000016596904,4.899491654268133,1.6654275022065808,Iris-versicolor
+10,5.108947716589253,3.0832174051636105,1.510024072402665,0.26153081128100364,Iris-setosa
+11,6.179366489611534,3.0540000062099795,4.903015566863785,1.6664868624404068,Iris-virginica
+12,6.179366491333396,3.0540010453388184,4.899491523558971,1.6654274854409477,Iris-setosa
+13,6.179366489210644,3.0540000028132943,4.911445810262243,1.6680861219545533,Iris-virginica
+14,5.108947716438379,3.054721316882038,1.5100224644732831,0.2615308085489711,Iris-setosa
+15,6.179366488941527,3.054000000260326,4.899633836926887,1.6654414149674088,Iris-virginica
+16,5.108947716617265,3.055495079851661,1.5100227116104652,0.2615308096764423,Iris-setosa
+17,6.179366492088332,3.054000543141885,5.048103017860217,1.8337980020710454,Iris-virginica
+18,6.179366489494664,3.054000000486783,4.899514293373242,1.6654293807033114,Iris-versicolor
+19,6.17936653936631,3.054024108255216,4.9889955651984215,1.8648947535221359,Iris-virginica
+20,5.108947716388346,3.0805213024402907,1.5100233920317456,0.26153080990541816,Iris-setosa
+21,5.1089477166556545,3.054001661060799,4.8994913105224756,0.2615308084377214,Iris-setosa
+22,6.179366511447101,3.054311451042625,1.5100413859555912,0.2615340809322288,Iris-setosa
+23,6.1793664891922715,3.054000002840675,4.912226763335613,1.6683554263279126,Iris-virginica
+24,5.108947718762925,3.055934684203064,1.5100249714482015,0.26153083804870975,Iris-setosa
+25,6.17936648892557,3.054000000340991,4.9014113762533205,1.6656447918034925,Iris-virginica
+26,5.108947716504633,3.099077116860477,1.5100243992905975,0.26153081108837617,Iris-setosa
+27,5.108947716483292,3.0552674485253086,1.5100225131826917,0.2615308086090042,Iris-setosa
+28,6.179366491474179,3.054000003124707,4.899517708239094,1.665430631313731,Iris-versicolor
+29,6.17936648879566,3.054000000118825,4.900114300944119,1.6654792369073435,Iris-virginica
+30,5.108947716365566,3.0540842614294568,1.510022398322221,0.2615308084232801,Iris-setosa
+31,5.108947716465831,3.066080522484528,1.5100230191572626,0.2615308094206668,Iris-setosa
+0,6.179366489141413,3.0540000011591415,4.900863842201863,1.6656539677056665,Iris-virginica
+1,6.179366489010536,3.054000000943393,4.902640207387339,1.6659451829776228,Iris-virginica
+2,5.10894771644213,3.055950722544104,1.5100225500709237,0.26153080873791684,Iris-setosa
+3,6.1793664888623,3.0540000001274716,4.900297663183339,1.6654902782688898,Iris-virginica
+4,5.108947716750634,3.0542393027069297,1.5100224587045536,0.2615308085927269,Iris-setosa
+5,6.179366488924671,3.0540000001490264,4.900543061122699,1.66551126375965,Iris-virginica
+6,6.1793665217762115,3.0540310190519637,4.900624731100732,1.6667794578650323,Iris-setosa
+7,6.179366489521632,3.054000009402356,4.907158804505674,1.668105698680718,Iris-virginica
+8,6.179366489015295,3.0540000003100474,4.901650236045074,1.6656464632497885,Iris-virginica
+9,6.179366494304,3.054009743965892,4.89949617731991,0.26153132364724596,Iris-setosa
+10,5.1089477175320015,3.0576115684447065,1.5100236113579035,0.2615308143898056,Iris-setosa
+11,5.108947716662036,3.054578699348363,1.5100226445259743,0.26153081000311695,Iris-setosa
+12,5.108947716317113,3.06228898364092,1.5100227121247016,0.26153080889354824,Iris-setosa
+13,5.108947718989321,3.0574376935732968,1.5100256824330451,0.26153083776268343,Iris-setosa
+14,5.10894771640528,3.0543021739023364,1.5100224462461453,0.2615308086009156,Iris-setosa
+15,6.1793664905136625,3.0540000032544654,4.899491402241356,1.6654274812224938,Iris-versicolor
+16,6.179366492312534,3.0540000044668614,4.899498707804098,1.6654283294398382,Iris-versicolor
+17,6.179366494450604,3.054003042827104,4.899493294692212,1.6654277431304758,Iris-setosa
+18,6.179366504241189,3.054011161386863,4.899517087590063,1.665440672781842,Iris-setosa
+19,6.1793664919052445,3.054000102301352,4.899492401420587,1.6654277038751535,Iris-versicolor
+20,6.179366521530064,3.0540257563706907,4.899619389569008,0.2615699407780721,Iris-setosa
+21,6.179366488976174,3.0540000003321697,4.901690178797864,1.6656629056381784,Iris-virginica
+22,6.179366491084187,3.0540000022424234,4.899496987411276,1.6654280386298146,Iris-versicolor
+23,5.108947716500445,3.076468008887612,1.5100233740871627,0.2615308097937949,Iris-setosa
+24,5.108947716549901,3.0568118491231964,1.5100226060443727,0.2615308087998642,Iris-setosa
+25,5.108947716481961,3.0636881875262585,1.5100228954821016,0.26153080927590044,Iris-setosa
+26,6.1793664894671405,3.0540000082800796,4.908565114581791,1.668323501688368,Iris-virginica
+27,6.1793664890258135,3.0540000002859964,4.901561688769028,1.6656276965279,Iris-virginica
+28,6.179366488871806,3.0540000000745633,4.900033174671773,1.6654603636554146,Iris-virginica
+29,6.179366489921846,3.054000000759621,4.899504996657591,1.6654286468805797,Iris-versicolor
+30,6.179366489623083,3.0540000361990245,4.984077611880279,1.7055289039804298,Iris-virginica
+31,6.179366488907514,3.0540000002196175,4.899770859102045,1.6654524982368248,Iris-virginica
+0,6.179366488850482,3.0540000000963614,4.900167605060203,1.6654751030256179,Iris-virginica
+1,5.108947716425076,3.0861281445105915,1.5100236696654203,0.26153081014266943,Iris-setosa
+2,5.108947717190722,3.0541978125451803,1.5100226562678403,0.26153081082754714,Iris-setosa
+3,6.179366489028814,3.0540000003799705,4.902027250919446,1.6657017644832501,Iris-virginica
+4,6.17936648894383,3.054000000514682,4.901414938944805,1.6656875925436256,Iris-virginica
+5,6.1793664890897,3.054000000943537,4.901037351686947,1.665668376034606,Iris-virginica
+6,5.108947716476776,3.063111506755393,1.5100228013513586,0.2615308089730158,Iris-setosa
+7,5.108947716319192,3.0544221022486244,1.5100224179742843,0.26153080844772403,Iris-setosa
+8,6.179366488917392,3.054000000152718,4.900549515533084,1.6655118636542512,Iris-virginica
+9,6.179366491938173,3.0547125916143876,1.5100239999905964,0.261530837517879,Iris-setosa
+10,6.179366488828542,3.054000000193872,4.900044850933392,1.6654813754863527,Iris-virginica
+11,5.108947716434881,3.0838895367835373,1.5100235551981518,0.26153080997121725,Iris-setosa
+12,6.179366488975733,3.0540000006683057,4.903280928851313,1.6659825570612536,Iris-virginica
+13,5.108947716479136,3.0869471966558275,1.5100237993992922,0.2615308103308529,Iris-setosa
+14,6.179366489285398,3.054000004611214,4.9179573909894065,1.6702894844827374,Iris-virginica
+15,6.179366489282356,3.05400000143354,4.89989414577121,1.665502089558898,Iris-virginica
+16,6.179366491429703,3.054000943725928,4.899491568817914,1.6654274891489294,Iris-setosa
+17,6.179366489040668,3.0540000003476164,4.899719619396735,1.6654499547703803,Iris-virginica
+18,6.1793664894426295,3.054000014014438,4.921022580582952,1.6738118922520873,Iris-virginica
+19,5.108947716942994,3.059212299846677,1.5100230416669334,0.26153081009329704,Iris-setosa
+20,6.1793664888199595,3.054000000136336,4.899980888739732,1.6654680773734427,Iris-virginica
+21,5.108947716658781,3.062493677451034,1.5100229917880403,0.26153080946682594,Iris-setosa
+22,6.179366489697111,3.054000001515368,4.899615489827874,1.6654460607047101,Iris-virginica
+23,6.179366488943161,3.0540000002536467,4.901219439596115,1.665596644520251,Iris-virginica
+24,5.1089477162928425,3.0546241607341993,1.5100224239391968,0.2615308084501371,Iris-setosa
+25,6.179366491599651,3.0540000407208576,4.902257572054968,1.666742801564787,Iris-virginica
+26,6.179366488768235,3.054000000062708,4.899799539491553,1.6654474321224577,Iris-virginica
+27,6.179366494413679,3.054013135580955,4.899494751752019,0.2615310378653839,Iris-setosa
+28,6.179366490504887,3.054000019268475,4.900871388713687,1.66602006950171,Iris-virginica
+29,5.108947716770455,3.0545942754435575,1.5100225111586163,0.26153080866483475,Iris-setosa
+30,6.179366489263625,3.054000001096909,4.89975925773492,1.66547099687006,Iris-virginica
+31,6.179366489264174,3.054000003047309,4.90582556136066,1.6668573031044676,Iris-virginica
+0,5.108947716551091,3.062266423950791,1.5100229622217929,0.2615308094994776,Iris-setosa
+1,5.10894771644125,3.084525648243117,1.5100235868593026,0.2615308098612093,Iris-setosa
+2,5.108947716471635,3.0557177297092926,1.51002256728051,0.2615308088499,Iris-setosa
+3,6.179366489037168,3.0540000010825032,4.9047133528248095,1.6663133892860031,Iris-virginica
+4,6.179366489422239,3.054000002160709,4.900355863093352,1.665605330565852,Iris-virginica
+5,5.108947716599201,3.1027163508296978,1.5100250555225936,0.2615308125138987,Iris-setosa
+6,5.108947716513863,3.058847295474665,1.510022681212838,0.26153080882554075,Iris-setosa
+7,6.1793664896460205,3.0540000436946837,4.99520057897122,1.7129962361834394,Iris-virginica
+8,6.179366495157902,3.054000107424599,4.9007356798913975,1.6660770179154951,Iris-virginica
+9,5.108947716343701,3.0660957578821972,1.5100228289503554,0.2615308090238659,Iris-setosa
+10,6.17936648946705,3.0540000093349517,4.936385977165388,1.6767385895672802,Iris-virginica
+11,5.108947716302875,3.054577991440082,1.5100224223885987,0.2615308084468493,Iris-setosa
+12,6.179366489175122,3.054000000626364,4.899597536694416,1.6654407945960037,Iris-virginica
+13,5.108947716973366,3.0540006272115154,4.899491324640734,0.26153080855348243,Iris-setosa
+14,5.108947716759866,3.0540048591736157,4.89949133105749,0.26153080850745786,Iris-setosa
+15,6.179366488818511,3.0540000001032475,4.899918955097384,1.6654586762017336,Iris-virginica
+16,6.179366488874966,3.054000000248294,4.900827102080273,1.6655665483548623,Iris-virginica
+17,5.108947716371809,3.056251457839567,1.510022509728507,0.2615308085724751,Iris-setosa
+18,6.179366506805269,3.054001238312714,4.899541673164053,1.665449155186517,Iris-versicolor
+19,5.108947716654911,3.057753977997937,1.51002277915193,0.26153080927799965,Iris-setosa
+20,5.108947716357326,3.0601111536960444,1.5100226303286524,0.2615308087387087,Iris-setosa
+21,6.179366547501015,3.054119004898525,4.899991752935942,0.2617478071733815,Iris-setosa
+22,5.108947716404484,3.0696833941872037,1.510023075744707,0.2615308093949874,Iris-setosa
+23,5.108947716534788,3.065265169915965,1.5100230028043242,0.26153080940643386,Iris-setosa
diff --git a/iris/lct_gan/2/26/test.csv b/iris/lct_gan/2/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/train.csv b/iris/lct_gan/2/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/26/val.csv b/iris/lct_gan/2/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/synth.csv b/iris/lct_gan/2/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..760440e56fb5d3d76034dcb602af8de48c8a2e64
--- /dev/null
+++ b/iris/lct_gan/2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716455245,3.0722292728467755,1.5100232140031735,0.2615308095609865,Iris-setosa
+1,6.179366490191645,3.05400000203034,4.899655166895745,1.665451568954589,Iris-virginica
+2,5.108947716504029,3.091178546422611,1.5100239964471296,0.261530810514776,Iris-setosa
+3,6.179366489069485,3.0540000015231397,4.903342702494008,1.6661662926828218,Iris-virginica
+4,5.108947716400292,3.057708243229001,1.5100225888901233,0.2615308087269927,Iris-setosa
+5,6.179366540995386,3.0578819361804084,1.510275068718531,0.26161039566277233,Iris-setosa
+6,5.108947716615934,3.094455653334183,1.5100244445337871,0.261530811389365,Iris-setosa
+7,5.108947716426923,3.0570438081935727,1.5100226049365582,0.26153080883042784,Iris-setosa
+8,5.108947716443936,3.0895363239784706,1.5100238947677282,0.26153081051841953,Iris-setosa
+9,5.108947716352288,3.0616449715405563,1.5100226798238372,0.26153080879350543,Iris-setosa
+10,5.10894771640907,3.063583374236753,1.510022789777054,0.26153080900696196,Iris-setosa
+11,5.108947716436434,3.054792306282678,1.5100224710410044,0.2615308085415765,Iris-setosa
+12,5.1089477164119685,3.0736410638253324,1.5100232655587793,0.2615308098349818,Iris-setosa
+13,5.1089477165023,3.083506870474718,1.5100237178664502,0.2615308103290708,Iris-setosa
+14,6.179366488953493,3.054000000240253,4.899668241725314,1.665443442679982,Iris-virginica
+15,5.10894771642924,3.0739931707936807,1.5100232933642959,0.2615308098359785,Iris-setosa
+16,5.108947716266046,3.056055891825294,1.5100224657612868,0.2615308085079391,Iris-setosa
+17,5.108947716363999,3.065608678346885,1.5100228397772981,0.2615308090436271,Iris-setosa
+18,5.108947716823435,3.0786724736111513,1.5100245599329574,0.26153081295605807,Iris-setosa
+19,6.179366488904328,3.054000000576345,4.902448010236045,1.6658647596825367,Iris-virginica
+20,6.179366503458719,3.054001095223574,4.901762529712203,1.6676863202795604,Iris-virginica
+21,5.108947716282256,3.060411149035926,1.510022602223771,0.2615308086896715,Iris-setosa
+22,5.108947716600068,3.0540004807255348,4.899491304332751,0.26153080842696474,Iris-setosa
+23,6.179366489006154,3.0540000002337275,4.9012247551998165,1.6655836627093208,Iris-virginica
+24,5.1089477162759485,3.060126969869294,1.5100225819266417,0.261530808675646,Iris-setosa
+25,6.179366523166101,3.0540201799516216,4.8996045155738885,1.6654982739259103,Iris-setosa
+26,6.179366491009027,3.0540000061507797,4.8994918539323695,1.6654275354958243,Iris-versicolor
+27,6.179366489078003,3.0540000004619965,4.899620497413926,1.6654425125884558,Iris-virginica
+28,6.179366492240533,3.0540001051962435,4.905059088475633,1.6694773219626706,Iris-virginica
+29,6.179366489417601,3.054000000275743,4.899507983135063,1.665428531756208,Iris-versicolor
+30,6.179366489427136,3.054000001926935,4.90018531025527,1.665561058051161,Iris-virginica
+31,6.1793664890522955,3.0540000004900913,4.9025561500679355,1.6657948714389732,Iris-virginica
+0,6.179366489379949,3.054000014309561,4.9506499315719825,1.6840741775239405,Iris-virginica
+1,6.179366491200639,3.05400000805989,4.899492354024602,1.6654276171144724,Iris-versicolor
+2,6.179366489886141,3.0540000017279127,4.899523300938377,1.6654320009589652,Iris-virginica
+3,6.179366488939126,3.054000000101781,4.9002670316774655,1.6654774955020197,Iris-virginica
+4,5.108947716332043,3.0546286794036677,1.5100224370330706,0.26153080848405236,Iris-setosa
+5,5.1089477166465915,3.0950632307219834,1.5100247248956522,0.2615308121611806,Iris-setosa
+6,6.179366489319579,3.0540000155829707,4.94493794067764,1.6834983390659313,Iris-virginica
+7,6.179366489283726,3.05400000807688,4.927260734363037,1.6742372906535554,Iris-virginica
+8,5.1089477163061225,3.0545647396043347,1.51002242439939,0.26153080845062443,Iris-setosa
+9,5.108947717182449,3.054577660905123,1.5100226068509472,0.26153080921148986,Iris-setosa
+10,5.108947716381297,3.0794876716282085,1.510023332147988,0.26153080968220954,Iris-setosa
+11,5.108947716498023,3.0832131710963133,1.5100237205265257,0.26153081020506835,Iris-setosa
+12,6.179366489340822,3.0540000033746724,4.9053310044397405,1.666770925011127,Iris-virginica
+13,6.179366489196498,3.054000002622509,4.908949980626865,1.6674669962644477,Iris-virginica
+14,6.179366501245585,3.0540223915722886,4.899516642110116,0.26153686138864185,Iris-setosa
+15,6.179366490928416,3.054000376863003,5.046965132775651,1.8253844975978104,Iris-virginica
+16,5.108947716520348,3.1040739602360516,1.51002488395707,0.2615308122794275,Iris-setosa
+17,6.179366489199257,3.054000001589395,4.907343218687644,1.6668309672854131,Iris-virginica
+18,6.179366490453004,3.054000002216392,4.899491557332824,1.6654274942290839,Iris-versicolor
+19,5.108947717468899,3.054052398268182,4.899491558263858,0.26153080968932674,Iris-setosa
+20,5.108947716489639,3.096071128708331,1.5100243135918539,0.26153081128863714,Iris-setosa
+21,5.1089477163256865,3.0599677262762555,1.5100226098643743,0.2615308087160621,Iris-setosa
+22,6.179366488812089,3.054000000103998,4.90004668445612,1.6654691590508282,Iris-virginica
+23,6.179366488976245,3.054000000252594,4.901185373887027,1.665587094024873,Iris-virginica
+24,5.108947716626044,3.0952346412213343,1.5100245045337701,0.2615308113781779,Iris-setosa
+25,5.108947716619231,3.1077272100949647,1.5100252450744092,0.26153081250206145,Iris-setosa
+26,6.179366496835474,3.0540034115043095,4.899498189492249,1.6654300285437986,Iris-setosa
+27,6.179366488983991,3.0540000003052823,4.899637951751522,1.6654421177024499,Iris-virginica
+28,6.179366488919758,3.0540000005524135,4.901428672826374,1.665705198679112,Iris-virginica
+29,5.1089477165003085,3.0542508028583235,1.5100224359784362,0.2615308085147675,Iris-setosa
+30,6.1793664897629315,3.0540000590733634,5.002819316251333,1.7221670706435948,Iris-virginica
+31,5.108947716639023,3.0694172226858782,1.5100235948665353,0.2615308110222169,Iris-setosa
+0,5.108947716419235,3.0601148564925404,1.5100226552217137,0.2615308087539529,Iris-setosa
+1,6.17936648950132,3.054000004187841,4.901117868006421,1.6658785397980775,Iris-virginica
+2,6.179366500479296,3.0540478520541336,4.899501996234348,0.26153164882718927,Iris-setosa
+3,5.108947716448157,3.0879259842220717,1.5100237421204983,0.26153081015708574,Iris-setosa
+4,6.179366489540719,3.0540000486287715,5.020679163121231,1.7269600169948767,Iris-virginica
+5,6.179366488915222,3.05400000013059,4.90039897154307,1.6654947207133555,Iris-virginica
+6,6.179366488872869,3.054000000389715,4.901292002540527,1.6656615446535883,Iris-virginica
+7,6.179366489116732,3.054000001214867,4.905387015554516,1.6664170447516873,Iris-virginica
+8,5.108947716491409,3.0973855924859506,1.5100242403488053,0.26153081083962587,Iris-setosa
+9,5.108947716674027,3.054001274695201,4.899491311735535,0.26153080844781046,Iris-setosa
+10,5.10894771683416,3.054048779492088,4.899491381618381,0.2615308086009013,Iris-setosa
+11,5.108947716405115,3.058466435084093,1.5100226168482855,0.2615308087751807,Iris-setosa
+12,6.179366489143857,3.054000001752464,4.906198200012492,1.666712784862811,Iris-virginica
+13,6.179366495003529,3.0540023846380078,4.899492106583251,1.665427524648743,Iris-setosa
+14,6.179366488913153,3.054000000121837,4.900319246476837,1.6654865000225776,Iris-virginica
+15,6.179366488887626,3.054000000250862,4.900620917783837,1.665542037275757,Iris-virginica
+16,6.179366491985302,3.0540000343104166,4.899491464640898,1.6654274929866575,Iris-versicolor
+17,6.179366489751069,3.0540000007653747,4.899491456486789,1.6654274833958116,Iris-versicolor
+18,6.179366488844034,3.054000000109119,4.899604164979231,1.6654350061404164,Iris-virginica
+19,6.179366489030343,3.0540000002524663,4.901300090168732,1.6655915409299953,Iris-virginica
+20,6.179366527612084,3.054092652571291,4.899698659222492,0.26160893016959924,Iris-setosa
+21,5.108947716842988,3.0607356500464857,1.5100235139318225,0.26153081281545126,Iris-setosa
+22,5.108947716468255,3.0621457626922837,1.5100228328034893,0.2615308092005971,Iris-setosa
+23,5.108947716486652,3.09301256728559,1.5100240557073525,0.2615308106165839,Iris-setosa
+24,5.108947717037697,3.056085764337263,1.5100229930669171,0.26153081091115327,Iris-setosa
+25,6.179366488876302,3.0540000002173833,4.8999803843133485,1.6654734883125029,Iris-virginica
+26,5.108947716506278,3.062605516394412,1.510022899351539,0.261530809342237,Iris-setosa
+27,6.179366488927998,3.0540000001421226,4.900473200047218,1.6655019279238166,Iris-virginica
+28,6.179366489540379,3.0540000370571825,4.995805547474815,1.7113357324137102,Iris-virginica
+29,6.179366489047499,3.0540000011552126,4.905344808476882,1.66644633163925,Iris-virginica
+30,6.179366488869103,3.054000000242764,4.900744091231875,1.6655570363740686,Iris-virginica
+31,6.179366489010866,3.054000000324543,4.901709682047033,1.6656552370556237,Iris-virginica
+0,5.108947716543702,3.0570389830875087,1.5100226454331707,0.26153080889266295,Iris-setosa
+1,6.179366518057773,3.0563741485927847,1.510062658392145,0.2615340403271912,Iris-setosa
+2,6.179366489025977,3.054000000693162,4.903476808681618,1.6659921497162098,Iris-virginica
+3,6.17936648920308,3.0540000005747445,4.8996214767095045,1.6654423459908938,Iris-virginica
+4,5.108947716797793,3.054119314907112,1.5100224670044122,0.26153080879015306,Iris-setosa
+5,6.17936648907034,3.0540000008002917,4.904140310773889,1.6661074357706995,Iris-virginica
+6,6.179366489267265,3.0540000080493805,4.918869921523063,1.6718084523803833,Iris-virginica
+7,5.108947716306277,3.070441820284422,1.510022957744224,0.26153080922839317,Iris-setosa
+8,5.108947716360518,3.05758866463599,1.5100225669014404,0.2615308086811175,Iris-setosa
+9,5.108947716362861,3.0547311985189474,1.510022442400357,0.261530808475383,Iris-setosa
+10,6.179366489492917,3.0540000090086226,4.936498613793603,1.6767888319572453,Iris-virginica
+11,5.108947716521915,3.0540023693186935,4.899491312466162,0.26153080844578336,Iris-setosa
+12,6.17936648883972,3.0540000000816754,4.899550407343522,1.6654308243476537,Iris-virginica
+13,6.179366488846805,3.0540000000845082,4.900091060005372,1.6654677263102027,Iris-virginica
+14,6.179366559606529,3.0541275887706654,4.907256554863988,1.6811569345578568,Iris-setosa
+15,6.1793664903608025,3.0540000015461874,4.899495220608251,1.665427844119768,Iris-versicolor
+16,6.179366489666234,3.0540000025169194,4.899491319171749,1.6654274759724224,Iris-versicolor
+17,5.1089477166383,3.054076172290673,1.5100224923425198,0.26153080955184516,Iris-setosa
+18,6.1793664887917945,3.0540000000853365,4.8996294549394745,1.665436799709934,Iris-virginica
+19,6.179366489424169,3.0540000135889365,4.9524621637450705,1.6841798858093229,Iris-virginica
+20,6.179366488872218,3.0540000003121968,4.900482516375039,1.6655413258774834,Iris-virginica
+21,5.108947716599059,3.0609550415438207,1.5100228707111416,0.26153080928013395,Iris-setosa
+22,5.10894771651191,3.0633126370263573,1.5100228523895771,0.2615308090930079,Iris-setosa
+23,5.108947716439652,3.0647895907835956,1.5100228868428323,0.26153080915858484,Iris-setosa
diff --git a/iris/lct_gan/2/27/test.csv b/iris/lct_gan/2/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/train.csv b/iris/lct_gan/2/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/27/val.csv b/iris/lct_gan/2/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/synth.csv b/iris/lct_gan/2/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc93fa22120d58c3021aa6facade039b61d4d061
--- /dev/null
+++ b/iris/lct_gan/2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489146031,3.054000002088734,4.90858011653999,1.6673272297691917,Iris-virginica
+1,5.108947716505975,3.0915735929510184,1.510023940265573,0.26153081033899794,Iris-setosa
+2,6.179366493233833,3.054001281442798,4.899493743813372,1.6654281328072709,Iris-setosa
+3,5.108947716538421,3.081432100223225,1.5100237548178457,0.2615308105142524,Iris-setosa
+4,6.179366496720361,3.054000463081459,4.900687872972512,1.6664419261417662,Iris-virginica
+5,5.108947716397242,3.064374022713043,1.5100228285588706,0.26153080908086146,Iris-setosa
+6,5.1089477164108485,3.062499152760113,1.5100228813874519,0.2615308093581593,Iris-setosa
+7,5.108947717225254,3.0878151128355165,1.5100274911970275,0.26153082452386806,Iris-setosa
+8,5.108947716379942,3.0859120364278017,1.5100236789291248,0.26153081036891535,Iris-setosa
+9,6.179366518038241,3.0540051049928767,4.902387628370473,1.6688479558282994,Iris-virginica
+10,5.108947717219405,3.0540906206428478,1.5100225729620143,0.26153081038152903,Iris-setosa
+11,5.108947716338495,3.0605882859905527,1.5100226435001776,0.26153080875794,Iris-setosa
+12,5.108947716417506,3.068251191140485,1.510023008506408,0.26153080931953304,Iris-setosa
+13,6.179366539417341,3.0540195128083756,4.9042056191630925,1.6723118978978635,Iris-virginica
+14,6.179366489208784,3.0540000032963475,4.914339766323005,1.6689781403231965,Iris-virginica
+15,5.108947716832458,3.0601405953554432,1.5100229888082457,0.2615308096548033,Iris-setosa
+16,6.179366489424879,3.05400001384224,4.949863110444205,1.6833751706997073,Iris-virginica
+17,5.10894771638594,3.065185757810421,1.510022849302109,0.26153080913294213,Iris-setosa
+18,6.179366489888699,3.05400000106779,4.899493340467876,1.6654276621020123,Iris-versicolor
+19,5.108947716485605,3.0540056368721116,4.899491304824725,0.26153080841255477,Iris-setosa
+20,5.10894771629618,3.05949630594782,1.5100225965980787,0.26153080871848533,Iris-setosa
+21,6.1793664892101345,3.054000001381691,4.906544298752602,1.6666039289341525,Iris-virginica
+22,6.179366488868677,3.054000000088989,4.900105546349426,1.6654674601842383,Iris-virginica
+23,6.179366490533618,3.054002602966339,4.899491635114287,0.261530814920689,Iris-setosa
+24,6.1793664889249165,3.054000000555931,4.901113217121884,1.6656592547563593,Iris-virginica
+25,5.108947716534314,3.103444230465737,1.5100245927658618,0.2615308114111656,Iris-setosa
+26,6.179366490147597,3.054000008397728,4.901151501056908,1.6659363602575008,Iris-virginica
+27,5.108947716323921,3.0630591129899325,1.5100227524732321,0.26153080902199677,Iris-setosa
+28,5.108947716421357,3.0735074959061697,1.5100231934967865,0.26153080963318975,Iris-setosa
+29,5.10894771651582,3.093484770433502,1.5100240819339275,0.261530810669995,Iris-setosa
+30,5.108947716386934,3.054001423348087,4.899491299443273,0.2615308084087908,Iris-setosa
+31,6.17936648915147,3.0540000020715543,4.909265665851468,1.6674317253677016,Iris-virginica
+0,5.108947716636176,3.083843631766458,1.51002410851888,0.26153081119186006,Iris-setosa
+1,6.1793664889510955,3.0540000001451886,4.900555669192977,1.6655079489691955,Iris-virginica
+2,5.108947716521307,3.0837718747901914,1.5100236850247437,0.2615308100975117,Iris-setosa
+3,6.179366494938465,3.0540004970020114,4.911939875898736,1.6790429434020786,Iris-virginica
+4,5.1089477164965285,3.0970972508930843,1.510024375150374,0.2615308112400577,Iris-setosa
+5,6.179366488832766,3.0540000000516176,4.899513298450215,1.6654284356190996,Iris-versicolor
+6,5.1089477162978225,3.0635162288520355,1.5100227065438439,0.2615308088561194,Iris-setosa
+7,6.179366534515804,3.054050955460447,4.900699367152083,1.6668634514697331,Iris-setosa
+8,5.108947716273464,3.0548544169709753,1.5100224264775366,0.2615308084497385,Iris-setosa
+9,6.179366489161331,3.0540000009075987,4.904485852959485,1.6661428757135894,Iris-virginica
+10,6.179366489623576,3.054000035568682,5.006410381073231,1.712330061423769,Iris-virginica
+11,5.108947716254776,3.054962840889542,1.510022429384253,0.2615308084609514,Iris-setosa
+12,5.108947716443383,3.065312085957479,1.5100229395991478,0.26153080930916656,Iris-setosa
+13,5.108947716676344,3.1244284000045397,1.5100266088917134,0.26153081489555313,Iris-setosa
+14,5.108947716549993,3.061671532665768,1.5100228641391695,0.26153080927098404,Iris-setosa
+15,5.108947716544716,3.1027068845499604,1.5100249260355751,0.26153081236381964,Iris-setosa
+16,5.108947716860288,3.054046599344877,4.899491459906319,0.26153080913683424,Iris-setosa
+17,5.108947716569688,3.071901449783794,1.5100233221963346,0.2615308098033744,Iris-setosa
+18,6.179366488972888,3.054000000303026,4.901522878667209,1.6656364758776943,Iris-virginica
+19,5.108947716919633,3.054172171509557,1.5100224949973318,0.2615308089403367,Iris-setosa
+20,6.179366488957974,3.054000000148154,4.900532131509838,1.6655061234199557,Iris-virginica
+21,5.108947716817642,3.0645001029337267,1.5100233693679417,0.26153081064988776,Iris-setosa
+22,5.108947716333298,3.0541678253270153,1.5100224019941044,0.2615308084223823,Iris-setosa
+23,6.1793664907034405,3.054000001195257,4.899491575437556,1.665427489539008,Iris-versicolor
+24,5.108947716576441,3.062500136416052,1.5100229449396032,0.26153080934745293,Iris-setosa
+25,6.179366488746243,3.0540000000489917,4.899604749234449,1.6654340064881352,Iris-virginica
+26,6.179366489132186,3.054000001859474,4.907802126806737,1.6670776084640522,Iris-virginica
+27,6.17936648873603,3.054000000031205,4.899599482693236,1.6654325977076085,Iris-virginica
+28,5.108947716427522,3.0919639739558415,1.5100239995879092,0.26153081096615444,Iris-setosa
+29,5.108947716621671,3.056490527687888,1.5100226885265953,0.26153080917605503,Iris-setosa
+30,6.179366489582898,3.0540000135414562,4.911976392753636,1.670205581314665,Iris-virginica
+31,6.1793664888459485,3.054000000211093,4.900659442084752,1.6655448797209025,Iris-virginica
+0,6.179366489020114,3.0540000002579233,4.901291307629062,1.6655932195770655,Iris-virginica
+1,6.1793664892362345,3.0540000037776953,4.91463693516652,1.6691234926821648,Iris-virginica
+2,6.17936648925049,3.0540000024815877,4.910531158255339,1.6677505476184216,Iris-virginica
+3,5.108947716974081,3.0540037737131773,4.89949135725913,0.26153080868991013,Iris-setosa
+4,5.108947716472696,3.0567345198406817,1.5100225854710712,0.26153080877894713,Iris-setosa
+5,5.1089477165359245,3.106080450920161,1.5100248582711122,0.2615308119671084,Iris-setosa
+6,5.1089477168475534,3.108533994714419,1.5100264678856024,0.2615308157814179,Iris-setosa
+7,6.179366489005437,3.0540000008121675,4.903282684108563,1.6660160278408753,Iris-virginica
+8,5.108947716391123,3.0696011148292426,1.5100230173589235,0.26153080924766536,Iris-setosa
+9,5.10894771635128,3.055283804622634,1.5100224669587334,0.2615308085216265,Iris-setosa
+10,6.179366489494257,3.054000016018093,4.9332231403949836,1.6780337611699268,Iris-virginica
+11,6.179366489137548,3.054000000642916,4.90340142055862,1.66591924290803,Iris-virginica
+12,6.179366489051868,3.0540000003194514,4.901804599605403,1.6656589140131672,Iris-virginica
+13,6.179366489659018,3.0540000511784746,5.041287876511079,1.7335088311638962,Iris-virginica
+14,5.108947716364576,3.055955803022383,1.5100225104905467,0.26153080860621203,Iris-setosa
+15,6.179366497238003,3.055228363898383,1.510027052265251,0.26153090587486705,Iris-setosa
+16,6.1793664889661315,3.0540000003379992,4.901734131166357,1.6656727922121763,Iris-virginica
+17,6.179366489910173,3.0540000009194816,4.8994914595383205,1.6654274837323313,Iris-versicolor
+18,5.1089477166423745,3.059364267042123,1.5100228319733096,0.26153080929105976,Iris-setosa
+19,6.179366496857294,3.05400061884993,4.912263792189399,1.6794076263014632,Iris-virginica
+20,5.108947718950051,3.054535424977017,1.5100236552445998,0.2615308235352001,Iris-setosa
+21,6.17936648963881,3.054000041267715,5.016095117497967,1.71865488802483,Iris-virginica
+22,5.108947716386898,3.070359738945578,1.5100230160515906,0.26153080928055367,Iris-setosa
+23,6.179366490520179,3.054000616922438,4.899491395021094,1.665427477636086,Iris-setosa
+24,6.179366489132699,3.0540000006690837,4.9035801437361775,1.6659528350684927,Iris-virginica
+25,5.108947716310849,3.065446763910635,1.5100227821065193,0.2615308089319804,Iris-setosa
+26,6.179366488889619,3.0540000001156966,4.900319792967251,1.665487743347789,Iris-virginica
+27,5.108947716472525,3.067946660277374,1.510023063497507,0.26153080949342183,Iris-setosa
+28,6.179366489392547,3.054000426491886,4.899491324924265,1.6654274756066496,Iris-setosa
+29,6.179366489106649,3.0540000010490322,4.900532062038233,1.6655988973430502,Iris-virginica
+30,6.17936648906172,3.0540000003507486,4.901885370556384,1.66567216866335,Iris-virginica
+31,6.179366488802419,3.0540000001752783,4.900320100362002,1.6655098698362962,Iris-virginica
+0,6.179366489934736,3.054000000826367,4.899492303830055,1.665427550772889,Iris-versicolor
+1,5.108947716545325,3.057104694242301,1.5100226516861988,0.26153080902125403,Iris-setosa
+2,6.179366494747996,3.0540002387251954,4.902953817453097,1.6681931679271533,Iris-virginica
+3,6.179366488848377,3.054000000187807,4.900253243908991,1.6654982337672553,Iris-virginica
+4,6.179366489136209,3.0540000029853034,4.9070739072735945,1.667253951222628,Iris-virginica
+5,6.179366489563349,3.0540000550123567,5.001038992161493,1.723701991684805,Iris-virginica
+6,5.108947716483685,3.060409223581748,1.5100227391330456,0.2615308089696032,Iris-setosa
+7,6.179366488833504,3.0540000001508933,4.899876948617787,1.665460192321591,Iris-virginica
+8,5.108947716596721,3.1066978680871715,1.5100247810287983,0.2615308114413588,Iris-setosa
+9,5.108947716591866,3.0540910483825034,1.5100224419178463,0.2615308087313965,Iris-setosa
+10,6.17936648890863,3.054000000268883,4.900946874448687,1.6655774243152586,Iris-virginica
+11,5.108947716446713,3.05518324562494,1.5100225022769194,0.26153080864070855,Iris-setosa
+12,6.1793664892628195,3.0540000040869844,4.907842888953164,1.6675192131704688,Iris-virginica
+13,6.179366490122761,3.0540000551150706,4.89949131723236,1.6654274755365301,Iris-versicolor
+14,6.179366488893957,3.0540000001513308,4.900474613711317,1.6655068889833462,Iris-virginica
+15,6.179366489111148,3.054000001121376,4.9053759555969005,1.6663921895647802,Iris-virginica
+16,6.179366490451626,3.054000063747937,4.916604399148429,1.6765868591319717,Iris-virginica
+17,5.108947716348327,3.054424273818026,1.5100224234239978,0.26153080845590987,Iris-setosa
+18,5.108947716341352,3.065173597343755,1.5100228247112382,0.26153080902797116,Iris-setosa
+19,5.1089477167241695,3.0910557520313393,1.5100247808595617,0.26153081249938126,Iris-setosa
+20,6.179366501701239,3.0540038497838546,4.899564620222522,1.6654700535909208,Iris-setosa
+21,5.108947716407661,3.072238805132885,1.5100231462090041,0.26153080943013957,Iris-setosa
+22,6.179366490508108,3.0540000203240245,4.901753035650417,1.6664122254072207,Iris-virginica
+23,6.179366489033393,3.054000000768238,4.901151615768109,1.665672066501567,Iris-virginica
diff --git a/iris/lct_gan/2/28/test.csv b/iris/lct_gan/2/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/train.csv b/iris/lct_gan/2/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/28/val.csv b/iris/lct_gan/2/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/synth.csv b/iris/lct_gan/2/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edf2366d1509068f5852d7716cf1f361fade3319
--- /dev/null
+++ b/iris/lct_gan/2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366505812017,3.05400070639501,4.900502856996432,1.6661809388284867,Iris-virginica
+1,5.108947716441449,3.081224399098392,1.5100234775571517,0.2615308098401951,Iris-setosa
+2,6.179366493463496,3.0540000088864656,4.899499746997257,1.6654286199182997,Iris-versicolor
+3,6.179366488862503,3.0540000002772323,4.900477567475883,1.6655366872151023,Iris-virginica
+4,5.108947718691453,3.0565824956946153,1.510025017661001,0.2615308342662289,Iris-setosa
+5,5.108947716981863,3.056371306897713,1.5100227268022526,0.2615308091305335,Iris-setosa
+6,5.108947716448466,3.080538803788424,1.510023542222044,0.26153080991711714,Iris-setosa
+7,5.108947716299668,3.0550504208811824,1.5100224420465491,0.26153080847317445,Iris-setosa
+8,5.10894771647195,3.0540023081074676,4.899491309852278,0.2615308084367379,Iris-setosa
+9,5.108947716498006,3.095895664451773,1.5100242177867234,0.2615308110527571,Iris-setosa
+10,6.179366488888628,3.0540000001775054,4.900726552436447,1.6655370751265528,Iris-virginica
+11,6.179366489847601,3.0540001203029696,4.899491359752732,1.6654274780942746,Iris-versicolor
+12,6.1793664929574295,3.054000989144515,5.086751276440437,1.908504714079153,Iris-virginica
+13,6.179366495238629,3.054022145463354,4.899495108132159,0.2615310167344057,Iris-setosa
+14,6.179366491837141,3.054000393863517,4.99978854548977,1.773217469365244,Iris-virginica
+15,5.108947716472246,3.057112121569098,1.5100226056407855,0.26153080883168045,Iris-setosa
+16,5.1089477164171395,3.0720213302352146,1.5100232448216921,0.2615308099099629,Iris-setosa
+17,6.179366489147794,3.054000000147502,4.899501052101288,1.6654280161978392,Iris-versicolor
+18,6.179366488979241,3.054000000315077,4.901644273993924,1.6656539555981698,Iris-virginica
+19,5.108947716552538,3.108701515667537,1.5100248933445013,0.26153081169010817,Iris-setosa
+20,6.179366488840025,3.054000000236323,4.900533427238316,1.6655391701568079,Iris-virginica
+21,6.179366488739452,3.0540000000458765,4.899597600645422,1.665433497612039,Iris-virginica
+22,6.179366492951249,3.0540002158134594,4.8994917707502035,1.6654275314856393,Iris-versicolor
+23,5.108947716408132,3.0540005812764184,4.899491299207305,0.2615308084109032,Iris-setosa
+24,6.17936648891964,3.054000000417727,4.901168749361365,1.6656381669508795,Iris-virginica
+25,5.108947716938623,3.0742723294512375,1.510024109017788,0.2615308117088362,Iris-setosa
+26,6.179366494405179,3.054000093054291,4.89967499682512,1.6655024659108753,Iris-virginica
+27,6.179366488912995,3.0540000001353564,4.900459598366887,1.6655012670201768,Iris-virginica
+28,6.179366499000881,3.054000948738723,4.89950457212569,1.6654321018259628,Iris-versicolor
+29,6.179366489197965,3.054000000868909,4.8997156964006905,1.665461452250004,Iris-virginica
+30,5.1089477163810875,3.0798875092533,1.5100234291384749,0.2615308099940597,Iris-setosa
+31,6.179366488877912,3.0540000001701415,4.900661737285865,1.665531289775901,Iris-virginica
+0,5.108947716426323,3.0580309020983036,1.5100226104979115,0.261530808745952,Iris-setosa
+1,6.179366489454319,3.0540000074736544,4.904913767949064,1.6672360410997609,Iris-virginica
+2,5.1089477163302845,3.0540968238205957,1.510022400065842,0.2615308084296447,Iris-setosa
+3,6.17936648949037,3.0540000008480557,4.899505754324645,1.6654290524320357,Iris-versicolor
+4,6.179366500968977,3.054104062573929,4.8994993766484445,0.2615311529644245,Iris-setosa
+5,5.108947716397876,3.0541477835259263,1.5100224136759666,0.2615308084672995,Iris-setosa
+6,6.179366489388236,3.0540000118706696,4.943761856567789,1.680547541357922,Iris-virginica
+7,6.179366492835152,3.0540000316166194,4.899501288946574,1.6654296323560378,Iris-versicolor
+8,6.179366489658567,3.054000010542276,4.90334002016702,1.6668791422757052,Iris-virginica
+9,5.108947716651433,3.072777125737009,1.510023628555725,0.26153081079582174,Iris-setosa
+10,6.179366489240956,3.054000002763594,4.905207665862291,1.6666882206636568,Iris-virginica
+11,6.1793664916180395,3.0540000467822535,4.901232715219139,1.6663368178784324,Iris-virginica
+12,6.179366489642525,3.054000053832375,4.993196032199764,1.7189738709611488,Iris-virginica
+13,6.179366492871161,3.056400291141001,1.5100258190732117,0.26153085960424655,Iris-setosa
+14,6.179366489178805,3.054000003666765,4.911894048480887,1.6685525575819045,Iris-virginica
+15,5.108947716516913,3.054007345195369,4.89949131336614,0.26153080843135273,Iris-setosa
+16,6.17936649710022,3.0540000673059446,4.899546763693435,1.6654431388009312,Iris-versicolor
+17,6.179366513465456,3.0606895272888734,1.5101199444709712,0.2615403927164748,Iris-setosa
+18,6.179366491501266,3.0540000253812276,4.901644883702521,1.666324519210702,Iris-virginica
+19,6.179366489001775,3.054000000212894,4.901005351658861,1.6655566464234608,Iris-virginica
+20,5.108947716521225,3.056248877553879,1.510022588633843,0.2615308088013374,Iris-setosa
+21,5.1089477167947,3.0568090889298953,1.5100230182932757,0.26153081123091804,Iris-setosa
+22,5.108947716438858,3.0543049822672086,1.5100224320475262,0.26153080847756077,Iris-setosa
+23,5.108947716782134,3.054001386672487,4.899491318280259,0.26153080847747323,Iris-setosa
+24,5.108947718199481,3.0583266605535426,1.510024595660488,0.2615308219480802,Iris-setosa
+25,5.10894771643094,3.070967757449135,1.5100232134233982,0.2615308098533731,Iris-setosa
+26,5.108947716312548,3.05423379323754,1.510022407824957,0.2615308084356194,Iris-setosa
+27,6.179366488995098,3.0540000003493786,4.901844650620553,1.665681737944465,Iris-virginica
+28,5.108947716359993,3.0594654757397355,1.5100226089833837,0.2615308087199735,Iris-setosa
+29,6.179366491353556,3.0540000124969566,4.899491513409065,1.665427496553215,Iris-versicolor
+30,6.179366489021835,3.05400000069243,4.902723419713161,1.6658846001227248,Iris-virginica
+31,6.179366490624453,3.054001793029719,4.8994914020851175,0.26153080927653627,Iris-setosa
+0,5.1089477164379575,3.0747608152442623,1.5100232940616467,0.26153080978925736,Iris-setosa
+1,6.179366492769573,3.054000161872985,4.914988203922862,1.677483664218564,Iris-virginica
+2,6.179366489859585,3.0540000017741566,4.899592053799475,1.6654430223172543,Iris-virginica
+3,5.10894771640465,3.0540226520760965,4.89949131346046,0.26153080842064924,Iris-setosa
+4,6.179366492224514,3.054000024735644,4.899493692931231,1.6654279079939076,Iris-versicolor
+5,6.17936649339546,3.0540003065087444,4.899496409651084,1.6654289397287652,Iris-versicolor
+6,6.1793664894103895,3.0540000104538136,4.942758260583412,1.6795349366040841,Iris-virginica
+7,6.1793664942101625,3.054000592448324,4.935349885276141,1.7086415292152515,Iris-virginica
+8,6.179366488873368,3.054000000127447,4.899626019759162,1.6654367254352207,Iris-virginica
+9,5.108947716483214,3.0781869983526686,1.5100234590435457,0.26153080992029915,Iris-setosa
+10,5.108947716464116,3.0855981906166363,1.5100238206404883,0.26153081056245403,Iris-setosa
+11,6.17936649768811,3.0540195535655497,4.899497423229031,0.2615312689293207,Iris-setosa
+12,6.179366489388806,3.054000012666159,4.94492985813034,1.6814497967042632,Iris-virginica
+13,6.179366488871761,3.0540000001433976,4.900382615035147,1.6654995019128351,Iris-virginica
+14,5.108947716482247,3.092831107718532,1.5100240776644036,0.26153081073754814,Iris-setosa
+15,6.179366489169288,3.0540000025675798,4.904021115869868,1.6664415066871006,Iris-virginica
+16,6.179366488960732,3.0540000001492635,4.9005531385114605,1.665507104203659,Iris-virginica
+17,6.179366488935341,3.0540000006696886,4.902459625966497,1.6658796515976404,Iris-virginica
+18,6.17936648917987,3.05400000102648,4.900296923862809,1.6655530846145834,Iris-virginica
+19,6.179366490736531,3.05523764795626,1.510023751214566,0.2615308257143682,Iris-setosa
+20,6.17936648899431,3.054000000185589,4.899573311824986,1.6654332582906386,Iris-virginica
+21,6.179366492544094,3.0540000860673855,4.899493321897496,1.6654279124740299,Iris-versicolor
+22,5.10894771641121,3.082051758387071,1.5100234602562081,0.2615308097896352,Iris-setosa
+23,5.108947716499533,3.055729451072591,1.5100227048549284,0.26153080970754944,Iris-setosa
+24,6.179366489095069,3.0540000003146104,4.899628683179321,1.6654394329550597,Iris-virginica
+25,6.179366490837081,3.054000333028902,4.899491404729089,1.6654274786439318,Iris-versicolor
+26,5.108947716700517,3.0540001625511715,4.899491304631998,1.6654274752110656,Iris-versicolor
+27,6.179366506191124,3.0540008847080884,4.899634848857509,1.6654997587064684,Iris-virginica
+28,5.108947716890864,3.056134936871011,1.5100228933506905,0.261530810385623,Iris-setosa
+29,6.179366488798377,3.0540000000808805,4.89980578399705,1.6654485166865252,Iris-virginica
+30,5.108947716566975,3.069008867018935,1.5100231719009634,0.2615308096105558,Iris-setosa
+31,6.179366494035973,3.0542760625713106,1.5100251209297464,0.2615309555111236,Iris-setosa
+0,6.17936648892279,3.054000000098024,4.900216728568591,1.665474332902799,Iris-virginica
+1,6.179366489103463,3.05400000035016,4.8995504753189465,1.6654330112678348,Iris-virginica
+2,6.179366488976001,3.054000000169674,4.900715813650652,1.6655242140082478,Iris-virginica
+3,6.179366490387521,3.0540000030809957,4.899492582604162,1.665427622558689,Iris-versicolor
+4,5.108947716493207,3.0551097967322853,1.5100225052169056,0.26153080865451284,Iris-setosa
+5,6.179366491270386,3.0540000057480485,4.899606332058486,1.6654511150254194,Iris-virginica
+6,6.179366489512737,3.054000025635924,4.986935488043969,1.7012876720401158,Iris-virginica
+7,5.108947716285743,3.0596828339188207,1.510022584333225,0.2615308086591252,Iris-setosa
+8,6.179366489130303,3.0540000002252867,4.899517032545908,1.6654292618059012,Iris-versicolor
+9,5.108947716421437,3.0729298805816665,1.5100232823625153,0.26153080997936257,Iris-setosa
+10,6.179366490178415,3.0540004342106966,4.899491365646713,1.6654274766910324,Iris-setosa
+11,6.179366491524408,3.05400116813309,4.8994915271623505,1.665427483147592,Iris-setosa
+12,6.179366516856393,3.054018099288767,4.89958847323322,1.6654887978597752,Iris-setosa
+13,5.1089477187886505,3.0560488402115977,1.5100248130089182,0.26153083154009704,Iris-setosa
+14,5.1089477163696015,3.065393301968881,1.5100228513196456,0.26153080905368054,Iris-setosa
+15,6.179366489002587,3.054000000263369,4.901385013196175,1.6656086679909532,Iris-virginica
+16,6.179366504042151,3.0540023066044646,4.899498777656619,1.665429773881722,Iris-setosa
+17,6.179366493777815,3.0540002995795854,4.902783405072725,1.6684810728820565,Iris-virginica
+18,6.179366497284536,3.054000233063729,4.900958706801569,1.6664349402945795,Iris-virginica
+19,6.1793664892968465,3.0540000025098295,4.910953375987086,1.667785506524094,Iris-virginica
+20,5.1089477167259565,3.0561632483725227,1.5100227449970145,0.26153080963396164,Iris-setosa
+21,5.108947716412695,3.0792981576738163,1.510023397399407,0.26153080979328586,Iris-setosa
+22,6.179366489326521,3.0540000012886446,4.900114426843081,1.6655272724638797,Iris-virginica
+23,6.179366494815267,3.0648677479631097,1.5100335223748607,0.26153093309934233,Iris-setosa
diff --git a/iris/lct_gan/2/29/test.csv b/iris/lct_gan/2/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/train.csv b/iris/lct_gan/2/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/29/val.csv b/iris/lct_gan/2/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/synth.csv b/iris/lct_gan/2/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c2e88175c148877343b9aa920f31cb18f3c8f74
--- /dev/null
+++ b/iris/lct_gan/2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491565433,3.0540002468915612,5.005761638619076,1.7565702064289994,Iris-virginica
+1,6.179366499221627,3.054203218703529,1.5100349741906063,0.2615332586806728,Iris-setosa
+2,6.179366491949176,3.0543119857344885,1.5100233466478254,0.2615308233556595,Iris-setosa
+3,5.108947717799308,3.067321553367989,1.5100251457431157,0.26153081731491107,Iris-setosa
+4,5.108947716594226,3.0797632450128103,1.5100238543973927,0.26153081095063874,Iris-setosa
+5,6.179366519220084,3.054012629043677,4.9012160545408845,1.6674719591655913,Iris-virginica
+6,5.108947716538782,3.0589473003609378,1.5100228316250341,0.2615308094674082,Iris-setosa
+7,5.108947716847535,3.0540023385283495,4.899491325517346,0.2615308084964092,Iris-setosa
+8,6.179366514815011,3.0541441040354154,4.899850536461512,0.26172144534292163,Iris-setosa
+9,5.108947716328459,3.055245900262092,1.5100224652027598,0.26153080852586086,Iris-setosa
+10,5.108947716610421,3.0714739104111795,1.5100236293121887,0.2615308109568161,Iris-setosa
+11,6.179366503834913,3.0540015538274656,4.8994978702150815,1.6654293579031825,Iris-versicolor
+12,6.179366489230234,3.054000003479074,4.908571796362672,1.66758416665326,Iris-virginica
+13,6.179366527714029,3.054013439632555,4.936147724932617,1.7385279902116302,Iris-virginica
+14,5.108947716553472,3.059029327767746,1.5100229484839702,0.26153081014912005,Iris-setosa
+15,5.108947716460911,3.067806641442751,1.510023026979055,0.26153080929832145,Iris-setosa
+16,6.179366489101584,3.0540000008760013,4.904305394848297,1.6661376412986455,Iris-virginica
+17,5.1089477165661465,3.110136526399946,1.5100251671295433,0.2615308123483123,Iris-setosa
+18,5.10894771635822,3.0598318956264516,1.5100226352780735,0.2615308087914991,Iris-setosa
+19,6.1793664889796,3.054000000312757,4.899705074060443,1.6654492245194596,Iris-virginica
+20,5.108947716506043,3.088248327146239,1.5100239054476392,0.26153081034778186,Iris-setosa
+21,5.108947716349168,3.0642967590344226,1.5100227960509116,0.26153080896112413,Iris-setosa
+22,6.179366489012932,3.0540000003937107,4.902159053893746,1.6657281157999004,Iris-virginica
+23,5.108947716580776,3.1115395771688616,1.51002540133162,0.26153081303161535,Iris-setosa
+24,5.108947716353059,3.072362183922038,1.5100230770418877,0.2615308093687515,Iris-setosa
+25,6.179366488948,3.0540000004729526,4.902159760725795,1.665768755262654,Iris-virginica
+26,6.179366489115828,3.054000001696976,4.904377699252814,1.6663713430553377,Iris-virginica
+27,6.179366504327044,3.054056245793208,4.899541046979155,0.2615454872717131,Iris-setosa
+28,5.10894771647738,3.0847946805572137,1.510023750036011,0.26153081036750264,Iris-setosa
+29,6.179366489302857,3.0540000042838096,4.9043157985874934,1.6667562648972343,Iris-virginica
+30,5.108947716481963,3.091839795040663,1.5100239708970011,0.2615308104984415,Iris-setosa
+31,6.179366490971958,3.054000002824494,4.899517760028295,1.6654307437258642,Iris-versicolor
+0,5.10894771659145,3.0861441438112767,1.5100241660119202,0.261530811386337,Iris-setosa
+1,6.179366488845779,3.0540000000876195,4.900095278133599,1.6654687272911224,Iris-virginica
+2,6.179366488907861,3.0540000004435806,4.9019331343852866,1.6657490365346703,Iris-virginica
+3,5.108947716432849,3.065846893734667,1.5100229295593253,0.26153080923845123,Iris-setosa
+4,5.108947716522298,3.0569414961028527,1.5100226246407966,0.2615308088939877,Iris-setosa
+5,5.108947716388014,3.055894552328695,1.5100225263827356,0.2615308087088971,Iris-setosa
+6,5.108947716382126,3.0731225209842306,1.5100231348426947,0.2615308094708453,Iris-setosa
+7,6.179366489707363,3.054000012081248,4.905199238985969,1.6675989717512398,Iris-virginica
+8,5.108947716448503,3.0559719647228922,1.5100225595006391,0.26153080877911905,Iris-setosa
+9,5.108947716750561,3.06178341266189,1.5100233274092625,0.26153081130419714,Iris-setosa
+10,6.179366489098253,3.054000001772746,4.905421161190148,1.6665969578708566,Iris-virginica
+11,6.1793664913366975,3.0540034928319613,4.899491993692132,0.2615308338375512,Iris-setosa
+12,6.179366490582393,3.0540000024638543,4.89949160763176,1.6654275002489216,Iris-versicolor
+13,5.108947716945833,3.054316519496877,1.510022554781543,0.26153080928820854,Iris-setosa
+14,6.179366496894178,3.054000291136369,4.901559074838837,1.666977296502707,Iris-virginica
+15,6.179366488917595,3.0540000000707384,4.900019252405881,1.6654567567429257,Iris-virginica
+16,6.179366491126912,3.0540000128956697,4.899492116208803,1.6654275899322337,Iris-versicolor
+17,6.179366488927399,3.0540000003063996,4.90136993873737,1.6656319821866554,Iris-virginica
+18,5.108947716372926,3.070157883409474,1.5100230204722471,0.2615308092680058,Iris-setosa
+19,5.108947716370591,3.0639175250569637,1.5100227835348032,0.2615308089266119,Iris-setosa
+20,5.108947716582577,3.0883487695259677,1.5100241753185342,0.2615308111539655,Iris-setosa
+21,5.1089477164042085,3.062325598663574,1.510022731408324,0.26153080886672775,Iris-setosa
+22,5.108947716917802,3.0540839624009695,4.899491405237377,0.2615308086016059,Iris-setosa
+23,6.179366488890386,3.0540000000522753,4.899868302358736,1.6654465112071393,Iris-virginica
+24,5.108947716455436,3.09170081459897,1.5100239941256273,0.26153081070173445,Iris-setosa
+25,6.179366489157089,3.054000001804624,4.9074045483374125,1.6669347602922602,Iris-virginica
+26,6.179366489023871,3.054000000479272,4.90238328361046,1.665777236194516,Iris-virginica
+27,5.108947716339933,3.0667489126700826,1.5100228769118333,0.26153080906408965,Iris-setosa
+28,6.179366494475279,3.054005234772734,4.899497618622499,1.665429937564922,Iris-setosa
+29,5.108947716395396,3.0540664155854134,4.899491333843425,0.261530808445283,Iris-setosa
+30,5.108947716513511,3.083228226988848,1.510023663068693,0.2615308101444318,Iris-setosa
+31,6.179366488822693,3.0540000001019627,4.90001298799203,1.665465252057219,Iris-virginica
+0,5.108947716658301,3.0540002272567865,4.8994913065557855,1.6654274752517804,Iris-versicolor
+1,6.179366490202743,3.054088695345888,1.5100226769041805,0.26153081307378934,Iris-setosa
+2,6.179366488835501,3.0540000001643057,4.899826225454865,1.6654568588473573,Iris-virginica
+3,5.108947716340982,3.059241356737222,1.5100225935561205,0.2615308087000133,Iris-setosa
+4,5.1089477165280766,3.1102581841936847,1.5100251143869308,0.26153081230774133,Iris-setosa
+5,5.108947716460277,3.0541645094626912,1.5100224284236046,0.2615308085205006,Iris-setosa
+6,5.108947716494147,3.055818216160349,1.5100225667407556,0.2615308087641975,Iris-setosa
+7,6.179366488885924,3.054000000075653,4.900020311628004,1.6654587680434687,Iris-virginica
+8,5.108947716628623,3.054000255235976,4.8994913025341145,1.6654274751705125,Iris-setosa
+9,6.179366496210479,3.0540008161894723,4.902782540537202,1.6694136937282371,Iris-virginica
+10,6.179366489687019,3.0540000193782344,4.910549212664913,1.6704490061304256,Iris-virginica
+11,6.1793664896733125,3.0540000600064947,5.054706555932343,1.7435090545375282,Iris-virginica
+12,5.108947716513286,3.0763383144155663,1.5100234950614393,0.2615308101019309,Iris-setosa
+13,6.179366488896905,3.054000000137486,4.899539376237752,1.665430884280559,Iris-virginica
+14,6.179366491412321,3.0540001289164116,4.899491431880807,1.6654274819148835,Iris-versicolor
+15,6.1793664892261555,3.054000003616278,4.908237593975305,1.6675317970143537,Iris-virginica
+16,5.1089477164989345,3.072871254043757,1.5100233478351823,0.2615308099652632,Iris-setosa
+17,6.179366492795681,3.054000013533918,4.899612604838731,1.6654552925514845,Iris-virginica
+18,5.108947716348792,3.0730123982065325,1.5100231120715175,0.2615308094203797,Iris-setosa
+19,6.17936648910032,3.0540000007343346,4.903781344446509,1.666017449133544,Iris-virginica
+20,6.179366500941667,3.0540006474917925,4.899703351462664,1.6655452957217454,Iris-virginica
+21,6.179366488802835,3.0540000001066168,4.899670310337607,1.6654408670936232,Iris-virginica
+22,5.108947716437729,3.077167428507802,1.5100233434921426,0.2615308097148076,Iris-setosa
+23,5.10894771638885,3.0689598870708528,1.5100229832023326,0.26153080922381167,Iris-setosa
+24,5.10894771635594,3.054019308555568,4.899491313897659,0.2615308084315232,Iris-setosa
+25,5.108947716439383,3.0845785434960162,1.5100236648326746,0.26153081021864416,Iris-setosa
+26,6.17936649256466,3.0540578725584893,4.89949216834533,0.2615308172412794,Iris-setosa
+27,5.108947716533298,3.065423791278201,1.5100229875036633,0.26153080926942834,Iris-setosa
+28,5.108947716398019,3.0689711645010496,1.5100229901167788,0.26153080928829453,Iris-setosa
+29,5.108947716545092,3.0607565136948285,1.5100227694382282,0.26153080902088766,Iris-setosa
+30,5.108947716489148,3.0606744452352768,1.5100227314672618,0.2615308088848476,Iris-setosa
+31,6.17936648916325,3.0540000028685026,4.910145906843164,1.6678482609796057,Iris-virginica
+0,5.108947716719808,3.105115920730338,1.510025571813109,0.2615308137570343,Iris-setosa
+1,5.108947716425917,3.082184724199325,1.5100235371546475,0.2615308100731196,Iris-setosa
+2,6.1793664919854185,3.054000039223584,4.899493064805689,1.6654278210151845,Iris-versicolor
+3,6.179366489054646,3.0540000004560666,4.902375558485283,1.665755739805628,Iris-virginica
+4,6.179366489121929,3.054000001020425,4.905128805527,1.666297865792891,Iris-virginica
+5,6.179366507958904,3.054004141001756,4.90033557631001,1.6662838164066232,Iris-virginica
+6,6.179366489167003,3.054000000893899,4.90022352129885,1.6655320500820892,Iris-virginica
+7,5.10894771638948,3.061139114802231,1.5100227541606974,0.26153080905190956,Iris-setosa
+8,6.179366491667902,3.0540015195478665,4.899491783974554,1.6654275109878451,Iris-setosa
+9,5.1089477169993325,3.056882462861045,1.5100231434061977,0.2615308120490785,Iris-setosa
+10,6.179366492588737,3.0540002003104822,4.899491657344606,1.665427507728669,Iris-versicolor
+11,6.179366488744059,3.054000000027202,4.899549528035512,1.665429846127832,Iris-virginica
+12,6.17936649581634,3.0547036397516907,1.5100257672592,0.2615308953291243,Iris-setosa
+13,6.179366497987642,3.054006766171196,4.8995116651636925,1.6654378882527479,Iris-setosa
+14,6.17936649556323,3.0542534476159378,1.510023724377959,0.26153083324988546,Iris-setosa
+15,5.108947716411262,3.065131792771317,1.5100228544578747,0.2615308090132666,Iris-setosa
+16,6.179366489172525,3.054000000748735,4.900233689997337,1.6655217762020156,Iris-virginica
+17,5.108947716677095,3.0540039773335756,4.899491314903439,0.26153080843962717,Iris-setosa
+18,6.1793664898780465,3.054000012392468,4.904131380106297,1.6671498096218331,Iris-virginica
+19,6.179366495081486,3.054000122826514,4.899998313654492,1.6656982423742173,Iris-virginica
+20,5.108947716657519,3.058950225167692,1.5100229717336011,0.2615308101237224,Iris-setosa
+21,5.108947716629653,3.0544560943229344,1.5100225161060368,0.26153080884415586,Iris-setosa
+22,6.179366489610716,3.054000000829788,4.899495151292371,1.6654278327471845,Iris-versicolor
+23,6.17936648901409,3.054000000143632,4.899508273216875,1.6654285062524035,Iris-versicolor
diff --git a/iris/lct_gan/2/3/test.csv b/iris/lct_gan/2/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/train.csv b/iris/lct_gan/2/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/3/val.csv b/iris/lct_gan/2/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/synth.csv b/iris/lct_gan/2/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a9fade245464d3d51d841f81c10b06ef037f3fa
--- /dev/null
+++ b/iris/lct_gan/2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716392789,3.083568240301858,1.5100234996094233,0.26153080986817684,Iris-setosa
+1,6.179366489034898,3.054000000298369,4.901646782983885,1.6656387973308828,Iris-virginica
+2,6.179366489431209,3.054000012511195,4.945434262235943,1.6810988414121177,Iris-virginica
+3,6.179366488955897,3.0540000001709826,4.900737550934655,1.6655289142595533,Iris-virginica
+4,6.17936648913828,3.0540000013620925,4.906239515586722,1.6666034581946796,Iris-virginica
+5,5.108947716407244,3.061007405525918,1.5100227225590594,0.2615308089099614,Iris-setosa
+6,5.108947716317942,3.061374759161316,1.5100226659049754,0.2615308088163573,Iris-setosa
+7,6.17936648912774,3.0540000007022,4.899870356729839,1.6654796542113353,Iris-virginica
+8,5.108947716484392,3.0638740332972527,1.5100228824295272,0.26153080916101407,Iris-setosa
+9,6.179366491076937,3.0540000212449456,4.901388407826958,1.6661755058505963,Iris-virginica
+10,6.179366488961963,3.054000000134552,4.900492693427706,1.665499392365479,Iris-virginica
+11,5.108947716697111,3.0571162187939165,1.5100227330195728,0.2615308091608032,Iris-setosa
+12,6.179366488845107,3.0540000001991574,4.900263158269099,1.6655018651878664,Iris-virginica
+13,5.1089477168278385,3.082421719274175,1.5100249125990677,0.2615308144302697,Iris-setosa
+14,6.179366488912428,3.0540000000580356,4.8999270458523,1.66544972239247,Iris-virginica
+15,6.179366490597475,3.0540000158568907,4.899491347870547,1.66542747820987,Iris-versicolor
+16,5.108947716437788,3.060467118414872,1.5100227021321893,0.26153080887757013,Iris-setosa
+17,6.179366488948086,3.054000000102364,4.90027114745477,1.6654773904280653,Iris-virginica
+18,6.17936649009451,3.0540001171746036,5.070752472825213,1.7712259402115857,Iris-virginica
+19,5.108947717566124,3.0630111682149574,1.5100246195056477,0.26153081861865307,Iris-setosa
+20,6.179366571777521,3.054390010674864,1.5106434933986785,0.26221908697429747,Iris-setosa
+21,6.179366494593161,3.0541501689997435,1.5100273742957324,0.26153139105422274,Iris-setosa
+22,6.179366488879869,3.054000000270555,4.900962938706866,1.6655859404863083,Iris-virginica
+23,5.108947716753683,3.0653560687402033,1.5100236433935355,0.2615308118693329,Iris-setosa
+24,5.108947716616715,3.062766228226757,1.510023080777396,0.2615308098672691,Iris-setosa
+25,6.179366488798243,3.05400000005622,4.899853008663767,1.6654485726629875,Iris-virginica
+26,5.10894771652594,3.10992589845597,1.5100253453661103,0.26153081314382676,Iris-setosa
+27,5.108947716471669,3.0541146423904744,1.5100224126426993,0.26153080845500376,Iris-setosa
+28,5.108947716467137,3.0838727486262076,1.510023623513834,0.26153080997214445,Iris-setosa
+29,6.179366488942651,3.0540000001310394,4.90042627300428,1.6654951554871908,Iris-virginica
+30,5.108947716400706,3.079615440646077,1.5100234036047497,0.26153080972084924,Iris-setosa
+31,6.179366492587541,3.054126233564756,1.510023447713094,0.26153084353983674,Iris-setosa
+0,6.179366490080901,3.05400000114207,4.899493628914385,1.6654276815749194,Iris-versicolor
+1,6.179366488888946,3.054000000292127,4.9009741861694165,1.6655908575701353,Iris-virginica
+2,6.17936648945626,3.054000013262835,4.932903402953244,1.6773554583180377,Iris-virginica
+3,6.179366489173535,3.054000003114461,4.907037045698834,1.667217989459374,Iris-virginica
+4,5.10894771672385,3.0546627181654116,1.5100225540021743,0.2615308089544541,Iris-setosa
+5,6.179366488994567,3.054000000540812,4.902845220926016,1.6658652319003986,Iris-virginica
+6,6.179366491198775,3.054010649104056,4.899491676941247,0.2615308126723427,Iris-setosa
+7,5.1089477164773385,3.1037030205227434,1.5100247211874498,0.26153081209036344,Iris-setosa
+8,6.179366491738135,3.05400000780265,4.899491533143635,1.6654274962637095,Iris-versicolor
+9,5.10894771637359,3.0762646770626443,1.5100232528224233,0.2615308095871595,Iris-setosa
+10,6.179366489487061,3.0540000003082515,4.899493316706859,1.6654275961115375,Iris-versicolor
+11,5.10894771640723,3.0811402747818293,1.5100234092788776,0.26153080977798543,Iris-setosa
+12,6.179366489957521,3.0540000039828787,4.899751830331232,1.6654929274847596,Iris-virginica
+13,5.108947716538569,3.0881876528008756,1.5100239771748596,0.26153081062067784,Iris-setosa
+14,6.179366495775074,3.054000035261941,4.899504254242412,1.665430101369794,Iris-versicolor
+15,6.179366494290512,3.0540001988557255,4.899493018034989,1.6654278375054257,Iris-versicolor
+16,6.179366489131573,3.0540000025625993,4.907850383678842,1.6673103222999903,Iris-virginica
+17,5.108947716431847,3.0784709497168206,1.5100234173700284,0.26153080985346433,Iris-setosa
+18,6.1793664888374,3.0540000001811425,4.900424872824121,1.6655159343475885,Iris-virginica
+19,5.108947716398641,3.075550591148508,1.510023250538429,0.26153080967932996,Iris-setosa
+20,5.10894771650845,3.097144128296722,1.5100245735567053,0.2615308119200868,Iris-setosa
+21,5.10894771649505,3.1012355413343693,1.5100246000238322,0.2615308117559667,Iris-setosa
+22,5.108947716435847,3.0662289780604715,1.5100229402764442,0.26153080932188255,Iris-setosa
+23,6.179366490055026,3.0540000426262006,4.928212014223072,1.6809219714294106,Iris-virginica
+24,5.1089477168303015,3.0606163797515316,1.5100232586832916,0.2615308108172399,Iris-setosa
+25,6.179366550796874,3.054676355725897,1.5102176577294764,0.2616789525106972,Iris-setosa
+26,6.179366489605518,3.054000000545819,4.899497018102432,1.6654279236657976,Iris-versicolor
+27,6.179366491079233,3.0540000639726603,4.919279398690163,1.6765314062871615,Iris-virginica
+28,5.108947716558528,3.1113359491201744,1.5100254561082729,0.2615308135407317,Iris-setosa
+29,6.1793664923493115,3.0540004983727553,5.0314326092818025,1.8075254597003076,Iris-virginica
+30,5.108947717202879,3.0544814159672047,1.5100230096360023,0.2615308154306525,Iris-setosa
+31,5.1089477164714205,3.0541472530349254,1.5100224212126567,0.2615308084865651,Iris-setosa
+0,5.108947716325603,3.055209019704657,1.51002246279457,0.2615308085360995,Iris-setosa
+1,6.179366489127605,3.0540000025516254,4.904687854107769,1.6666349760223342,Iris-virginica
+2,5.108947718346626,3.09003657178506,1.5100329791981275,0.2615308562834813,Iris-setosa
+3,5.108947716492853,3.085794722175344,1.5100237418143319,0.2615308101990513,Iris-setosa
+4,6.179366489886705,3.0540000553686886,4.964545700153699,1.7039166091529623,Iris-virginica
+5,5.108947716471695,3.060235370444144,1.510022725182502,0.26153080892817776,Iris-setosa
+6,6.179366495828317,3.0815018415902684,1.5100442629669222,0.26153102717927434,Iris-setosa
+7,5.108947716301333,3.068422831857183,1.5100228814522159,0.26153080910330795,Iris-setosa
+8,5.1089477165624295,3.0928324085270402,1.510024329786358,0.26153081122661226,Iris-setosa
+9,6.1793664888465285,3.054000000056989,4.899880057887358,1.665448729557028,Iris-virginica
+10,6.179366490755283,3.0540000011485864,4.899492085991693,1.665427528541892,Iris-versicolor
+11,6.179366491426974,3.0540018168836083,4.899491564601153,0.2615308126080209,Iris-setosa
+12,6.179366512948447,3.0540117983521293,4.992976693440347,1.8741979961782718,Iris-virginica
+13,6.179366500929783,3.0540075936499953,4.899501698061715,1.6654309282646254,Iris-setosa
+14,6.179366489039023,3.0540000002542813,4.901359909617207,1.66559572720532,Iris-virginica
+15,5.108947716337048,3.06628792577573,1.5100228175090797,0.2615308090286481,Iris-setosa
+16,6.179366489030304,3.0540000011164357,4.901813035275599,1.6658454962983877,Iris-virginica
+17,5.108947716599378,3.055710900062147,1.5100226813335889,0.2615308093535291,Iris-setosa
+18,5.108947716404507,3.0570862621640704,1.5100225712135236,0.26153080871191836,Iris-setosa
+19,6.179366489023852,3.0540000006363903,4.900461618612874,1.6655572224599209,Iris-virginica
+20,6.179366493092046,3.0540002060728755,4.906843199012196,1.6720245634991853,Iris-virginica
+21,5.108947716440174,3.06060774579605,1.5100226841376707,0.26153080884035734,Iris-setosa
+22,6.179366489104604,3.054000000663887,4.903396809832774,1.6659414306222364,Iris-virginica
+23,6.179366508149226,3.0540039099503673,4.901379946165979,1.6675982170591068,Iris-virginica
+24,5.1089477168175375,3.070213528391249,1.5100241997094117,0.26153081317805393,Iris-setosa
+25,5.108947716390119,3.0636851971156105,1.5100228733320087,0.261530809283889,Iris-setosa
+26,5.1089477165622,3.061695043813605,1.510022829164802,0.26153080911968374,Iris-setosa
+27,6.179366494086224,3.054000085475663,4.901235848574154,1.6663088133149655,Iris-virginica
+28,6.179366488826755,3.054000000061129,4.899886740034651,1.6654502869825665,Iris-virginica
+29,6.179366500652886,3.0589345856822314,1.5100429838741505,0.26153153433061277,Iris-setosa
+30,6.179366489016438,3.05400000065839,4.900243277616171,1.665532236333623,Iris-virginica
+31,5.108947716363762,3.060042397594851,1.510022631140228,0.2615308087155087,Iris-setosa
+0,6.179366491061572,3.0540000189180034,4.89958168946172,1.6654543331661884,Iris-virginica
+1,6.179366488864285,3.0540000001615986,4.900605552931771,1.665525447647462,Iris-virginica
+2,5.108947716491826,3.1077312187746493,1.5100250093872107,0.26153081248496174,Iris-setosa
+3,6.179366489587825,3.0540000170731387,4.938130944410018,1.6800644910843643,Iris-virginica
+4,6.179366489333662,3.054000007742196,4.920655346841499,1.671879047599798,Iris-virginica
+5,6.179366489280876,3.054000004256257,4.908563461333479,1.6677059288165794,Iris-virginica
+6,6.179366489178917,3.054000002063687,4.903407462536314,1.6662169976556305,Iris-virginica
+7,5.108947716425446,3.0547401356912016,1.5100224613346227,0.2615308085337538,Iris-setosa
+8,6.17936651176894,3.054004124102401,4.899507739627196,1.665433496899927,Iris-setosa
+9,6.179366494929737,3.0540002725906237,4.899491691535943,1.6654275038178779,Iris-versicolor
+10,6.179366501423531,3.0540206716428115,4.8995017350982755,0.26153187764514296,Iris-setosa
+11,5.108947716524478,3.0984799813587953,1.5100243481465307,0.26153081095295694,Iris-setosa
+12,5.108947716428661,3.0677974697768216,1.5100230307658244,0.2615308093533697,Iris-setosa
+13,5.108947716468267,3.0630185013619307,1.5100228287002513,0.2615308090679729,Iris-setosa
+14,6.179366490365193,3.05400000096513,4.899492483142737,1.665427561021198,Iris-versicolor
+15,5.108947716367358,3.0675752053923797,1.5100229101613278,0.2615308091770297,Iris-setosa
+16,5.108947716342964,3.0543507607804594,1.510022420065196,0.261530808454657,Iris-setosa
+17,6.179366490561492,3.054000004486535,4.899831096357244,1.6654994726509271,Iris-virginica
+18,5.108947716450997,3.086407995430102,1.510023715791501,0.2615308101326043,Iris-setosa
+19,6.179366490574233,3.054047557893113,4.899492017149429,0.2615308178684664,Iris-setosa
+20,5.108947716885462,3.054087311746422,1.510022514184171,0.26153080942623647,Iris-setosa
+21,5.108947716391775,3.0544706679966587,1.5100224418668229,0.26153080850977123,Iris-setosa
+22,6.179366492286406,3.0540142712634797,4.899491868027806,0.26153081593524785,Iris-setosa
+23,5.108947716405242,3.0771221771147994,1.5100232721910143,0.26153080969587195,Iris-setosa
diff --git a/iris/lct_gan/2/4/test.csv b/iris/lct_gan/2/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/train.csv b/iris/lct_gan/2/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/4/val.csv b/iris/lct_gan/2/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/synth.csv b/iris/lct_gan/2/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..909e79a086c1c088f1adff9fe04460d64afde084
--- /dev/null
+++ b/iris/lct_gan/2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716559071,3.077275522796985,1.5100235465761862,0.2615308101658405,Iris-setosa
+1,5.108947716435388,3.079369267465652,1.5100235768849444,0.26153081036903925,Iris-setosa
+2,6.1793664905709775,3.0540000055842,4.899491930365266,1.6654275513056538,Iris-versicolor
+3,6.17936648901364,3.0540000012321618,4.90313600541701,1.6661092726436348,Iris-virginica
+4,5.108947716762984,3.05630039029526,1.5100226431568282,0.2615308089056933,Iris-setosa
+5,5.108947716342774,3.0674005316023782,1.510022906469479,0.26153080906878967,Iris-setosa
+6,5.108947716264545,3.0545861376929926,1.510022417166847,0.2615308084429796,Iris-setosa
+7,5.1089477179663225,3.054025801803526,4.899491632562455,0.2615308107894194,Iris-setosa
+8,6.179366489200435,3.0540000018006492,4.908029423826703,1.667044799747841,Iris-virginica
+9,6.179366488894462,3.054000000174821,4.900684868594316,1.6655315941456241,Iris-virginica
+10,6.179366488806512,3.0540000000980947,4.899897811717432,1.6654571124707382,Iris-virginica
+11,6.179366489016501,3.0540000003860572,4.902006344167987,1.6657052328349975,Iris-virginica
+12,6.179366489051878,3.0540000004819787,4.902583575620479,1.6657994686172473,Iris-virginica
+13,6.179366489351196,3.0540000046077584,4.91974654022035,1.6705494909103558,Iris-virginica
+14,6.179366489170646,3.0540000010834514,4.905449508340686,1.6663476391766672,Iris-virginica
+15,5.108947716275358,3.0591494348142128,1.510022555718058,0.2615308086368269,Iris-setosa
+16,5.1089477171191735,3.0600473726239255,1.5100237560464116,0.26153081477166107,Iris-setosa
+17,6.1793664896740985,3.054000060231826,5.048958198265217,1.7419470208602734,Iris-virginica
+18,5.108947716573768,3.0991537518686494,1.5100246838203644,0.261530811669175,Iris-setosa
+19,6.1793664888870685,3.054000000283058,4.900471585589662,1.6655323182950035,Iris-virginica
+20,6.179366491012244,3.0540000911019334,4.920094272666829,1.679659695513036,Iris-virginica
+21,5.108947716303927,3.058064499744291,1.5100225432686143,0.26153080861121747,Iris-setosa
+22,6.17936649047019,3.0540000259657347,4.899491372101482,1.66542748026534,Iris-versicolor
+23,5.108947716513567,3.0540245406170787,4.899491328189626,0.2615308084537507,Iris-setosa
+24,5.1089477163986645,3.0654648770251454,1.5100228980492572,0.2615308092656938,Iris-setosa
+25,6.179366489122534,3.0540000018262234,4.907563583789866,1.667028663589905,Iris-virginica
+26,6.179366490640527,3.0540000034647967,4.899491891045647,1.6654275346975485,Iris-versicolor
+27,5.10894771656096,3.0599917079207346,1.5100227605666334,0.26153080895838565,Iris-setosa
+28,6.179366488855517,3.054000000052428,4.89985004009618,1.6654461172052994,Iris-virginica
+29,6.179366489382291,3.0540000047172264,4.906992139097302,1.6673175953624888,Iris-virginica
+30,5.1089477163787915,3.0727540959527166,1.510023103755218,0.2615308093666181,Iris-setosa
+31,6.179366491431718,3.0540001815867615,4.931529219830129,1.6938134817431272,Iris-virginica
+0,6.17936648926051,3.0540000021764517,4.909558614417142,1.6674354498885902,Iris-virginica
+1,6.179366489347381,3.0540000036875536,4.9153848475056705,1.6691381994927603,Iris-virginica
+2,5.108947717047806,3.05442419332245,1.5100228455766531,0.26153081331531686,Iris-setosa
+3,5.108947716495355,3.067154219164607,1.510023041078406,0.26153080940925744,Iris-setosa
+4,6.179366489312598,3.054000002582235,4.910829191634377,1.6677427197012098,Iris-virginica
+5,6.1793664889584,3.0540000001345073,4.900494777771263,1.665500165161506,Iris-virginica
+6,5.108947716860236,3.0540078179850343,4.899491348276414,0.2615308085972552,Iris-setosa
+7,5.108947717201858,3.054007117429835,4.89949141798902,0.2615308091033494,Iris-setosa
+8,5.108947716974475,3.0937751050968303,1.5100261568154927,0.26153081656293403,Iris-setosa
+9,5.108947716578373,3.05468409331283,1.5100225126094553,0.26153080875352536,Iris-setosa
+10,5.108947716753941,3.0546364409380344,1.5100225800216545,0.2615308091514993,Iris-setosa
+11,6.179366493510802,3.054002343690207,4.899492342252777,1.6654275697488574,Iris-setosa
+12,6.179366495925872,3.054000052135447,4.899539661470719,1.6654397770756062,Iris-versicolor
+13,5.108947716335243,3.0603153134180117,1.5100226315096579,0.2615308087686903,Iris-setosa
+14,6.179366489343243,3.054000005537817,4.922260193670383,1.6715382134612133,Iris-virginica
+15,5.10894771640571,3.05774241762579,1.5100225783799242,0.2615308086644726,Iris-setosa
+16,6.179366488861506,3.054000000178689,4.899937519307375,1.6654666090431491,Iris-virginica
+17,6.179366488890647,3.054000000094581,4.900164693408524,1.665471999835972,Iris-virginica
+18,5.10894771638509,3.0746678782720394,1.5100232079652671,0.26153080966995196,Iris-setosa
+19,6.179366488965679,3.054000000512395,4.902150384111081,1.6657709929064761,Iris-virginica
+20,5.108947716626148,3.1049252589090317,1.5100250258681769,0.2615308121883202,Iris-setosa
+21,5.108947716322559,3.0707474861351542,1.5100229889465255,0.26153080921713295,Iris-setosa
+22,6.179366488904486,3.054000000109676,4.900258702657419,1.6654803472571929,Iris-virginica
+23,6.179366489285856,3.054000005648495,4.918161135278936,1.6705697213903645,Iris-virginica
+24,6.179366490034757,3.0540000134236274,4.900952777385462,1.6660280240505927,Iris-virginica
+25,6.179366492736285,3.0540000251287687,4.899494282280521,1.6654279754981802,Iris-versicolor
+26,5.10894771633903,3.0646966409320804,1.5100227844079424,0.26153080895999464,Iris-setosa
+27,6.179366489262071,3.0540000051493346,4.916594853300496,1.6700704528827877,Iris-virginica
+28,5.108947716417575,3.0751802921799847,1.510023221778206,0.26153080956015,Iris-setosa
+29,6.179366489094714,3.0540000009580046,4.904703271136821,1.6662305060024762,Iris-virginica
+30,6.179366489148162,3.054000000898388,4.9046219137321545,1.6661708409213196,Iris-virginica
+31,6.17936648893304,3.0540000000915333,4.900169458369149,1.6654698180459442,Iris-virginica
+0,6.17936648899528,3.054000000181008,4.900839279641564,1.6655359028149956,Iris-virginica
+1,6.179366492066241,3.0540008053746477,4.899491517381002,1.665427483495453,Iris-setosa
+2,6.179366489170324,3.0540000022896234,4.9090989222753265,1.6674286968112144,Iris-virginica
+3,6.179366525296289,3.0540487274655335,4.900465178470777,1.6665805891470256,Iris-setosa
+4,5.108947716446893,3.0586215947340833,1.5100227223886225,0.26153080913886656,Iris-setosa
+5,5.108947716828204,3.056832168420206,1.5100228202109143,0.2615308096601155,Iris-setosa
+6,5.108947716651943,3.0540003226008094,4.899491308441443,1.6654274752644653,Iris-setosa
+7,6.179366488857534,3.054000000080172,4.900040738673637,1.6654623808981894,Iris-virginica
+8,5.10894771668724,3.067627279590403,1.5100236400707165,0.2615308112783703,Iris-setosa
+9,5.108947716543673,3.100960053275078,1.5100245208072913,0.26153081127497246,Iris-setosa
+10,6.1793664889252,3.0540000005962744,4.90219683061766,1.6658242067565228,Iris-virginica
+11,6.179366488876078,3.0540000002471817,4.900186926031907,1.6654977502002082,Iris-virginica
+12,6.179366494419238,3.0544345617060453,1.5100245957405054,0.26153086091449834,Iris-setosa
+13,6.179366490125058,3.0540003183850843,5.232320373387407,1.9364784291736867,Iris-virginica
+14,6.179366491446741,3.0540000150000086,4.89949254666445,1.6654276712489846,Iris-versicolor
+15,5.1089477168894994,3.05401745882383,4.899491378259419,0.2615308087115597,Iris-setosa
+16,6.1793665102671085,3.054211620932371,1.5100619291079416,0.26154764797470187,Iris-setosa
+17,6.179366496000643,3.054000023478005,4.899501882780397,1.6654292694180914,Iris-versicolor
+18,6.179366490346976,3.0540000665801936,4.933074587240333,1.6865693769102181,Iris-virginica
+19,6.179366489044262,3.054000000604801,4.9029943509588,1.665881806222269,Iris-virginica
+20,6.179366506638766,3.0540052273996063,4.958300733270882,1.7782218094487283,Iris-virginica
+21,6.179366488882264,3.0540000000650465,4.899954632381592,1.665453495351311,Iris-virginica
+22,6.179366489805246,3.054000118384543,4.899491311464809,1.6654274753404537,Iris-versicolor
+23,6.179366489406249,3.0540000005418984,4.899533829126157,1.6654315272328437,Iris-virginica
+24,6.179366540911936,3.0553408885634497,1.5101382196509754,0.2615649781944019,Iris-setosa
+25,6.1793664913801924,3.0540000329676373,4.899639736333898,1.6654870571331086,Iris-virginica
+26,6.179366493830706,3.054000085321571,4.899494728423062,1.6654282370382807,Iris-versicolor
+27,6.179366489115958,3.0540000019836633,4.907371677227252,1.6670612371912745,Iris-virginica
+28,6.1793664898390475,3.0540000005485077,4.899503784507557,1.6654284165011035,Iris-versicolor
+29,5.1089477164983155,3.05952504488084,1.5100228107023568,0.26153080933969614,Iris-setosa
+30,5.108947716542231,3.085964490564944,1.5100240933606,0.2615308112504207,Iris-setosa
+31,6.179366490409251,3.0540002336385568,4.89949136526782,1.6654274770965771,Iris-versicolor
+0,5.108947716832066,3.054945063642822,1.510022830464633,0.2615308112494057,Iris-setosa
+1,6.179366489486451,3.0540000069518767,4.9119325672123475,1.6689330676049297,Iris-virginica
+2,6.179366489057368,3.054000001435351,4.905915922128945,1.666648570472599,Iris-virginica
+3,6.179366489441088,3.0540000249642887,4.978537480642549,1.6992897905034998,Iris-virginica
+4,6.179366489078128,3.054000000726418,4.903746663361661,1.6660218333218335,Iris-virginica
+5,5.108947716543533,3.065059558456285,1.5100230903385148,0.2615308097452826,Iris-setosa
+6,5.10894771644558,3.0692808503008475,1.510023085809785,0.2615308094909072,Iris-setosa
+7,6.179366491659264,3.0540003825134394,5.029663678925951,1.7987116278573168,Iris-virginica
+8,5.108947716358727,3.068061411550692,1.5100229021309903,0.26153080907193393,Iris-setosa
+9,5.108947716469096,3.056417934362587,1.510022570956818,0.26153080878514934,Iris-setosa
+10,6.17936648891449,3.054000000076952,4.900064363904677,1.665461110675218,Iris-virginica
+11,5.1089477170401,3.083108472110526,1.5100265741349927,0.26153082175975173,Iris-setosa
+12,6.17936648887658,3.0540000000563716,4.899901310775468,1.6654491142249437,Iris-virginica
+13,6.179366489043036,3.0540000007835233,4.9006394391481205,1.665597323725328,Iris-virginica
+14,5.108947716330396,3.058389011621754,1.5100225656803512,0.26153080868301654,Iris-setosa
+15,6.179366490123642,3.0540000046795437,4.900775613361764,1.6657110883008,Iris-virginica
+16,6.179366490478325,3.0540000600046646,4.931754196049036,1.682937352198689,Iris-virginica
+17,6.179366489037246,3.0540000008446464,4.902324126633827,1.665862738112925,Iris-virginica
+18,6.179366489102507,3.0540000014510578,4.90456231745266,1.666350076785356,Iris-virginica
+19,5.108947716926945,3.054287827427375,1.5100228121322663,0.2615308137506257,Iris-setosa
+20,5.108947716403014,3.054292523539279,1.5100224248770497,0.2615308084663623,Iris-setosa
+21,6.179366489022682,3.054000000851596,4.9041024029235425,1.6661462906394144,Iris-virginica
+22,5.108947716397758,3.0555172545716975,1.5100224926226429,0.26153080857300287,Iris-setosa
+23,6.179366490359649,3.0540001561046473,4.997963765826426,1.7496993750575334,Iris-virginica
diff --git a/iris/lct_gan/2/5/test.csv b/iris/lct_gan/2/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/train.csv b/iris/lct_gan/2/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/5/val.csv b/iris/lct_gan/2/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/synth.csv b/iris/lct_gan/2/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..934cdb152c4306c304e25d260b72671d45f084d2
--- /dev/null
+++ b/iris/lct_gan/2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490144034,3.054000956042085,4.899491377105145,0.2615308091158908,Iris-setosa
+1,6.179366489269765,3.0540000019382147,4.901225467308191,1.66577710645313,Iris-virginica
+2,5.10894771648081,3.0540060177073727,4.899491306703914,0.2615308084162605,Iris-setosa
+3,5.108947716559498,3.055914560912782,1.5100225684318966,0.2615308087713005,Iris-setosa
+4,6.179366492692621,3.0540000591684184,4.899493879225863,1.6654280134114223,Iris-versicolor
+5,5.108947716456361,3.0888533576540147,1.5100237850607896,0.2615308102504281,Iris-setosa
+6,6.179366491022844,3.0540000076179057,4.899491535900451,1.6654274971968457,Iris-versicolor
+7,6.179366492405603,3.054000175523554,4.9110965426007835,1.6753521942216967,Iris-virginica
+8,6.179366488991109,3.0540000004549457,4.902308146015161,1.66577167059493,Iris-virginica
+9,6.179366488870424,3.054000000065111,4.899941197931432,1.6654527591008073,Iris-virginica
+10,6.179366488867997,3.0540000001405394,4.900440259465452,1.6655045346487454,Iris-virginica
+11,5.108947717178032,3.054012458412708,4.89949142169402,0.26153080906927195,Iris-setosa
+12,6.179366489656953,3.05400000168447,4.899668826188164,1.6654574993880995,Iris-virginica
+13,5.1089477164305315,3.067168532887931,1.5100229793005384,0.26153080933901607,Iris-setosa
+14,6.179366491869979,3.054000002318633,4.899497754716096,1.6654280653707045,Iris-versicolor
+15,6.179366488939999,3.0540000002793244,4.901319129492193,1.6656182061749187,Iris-virginica
+16,5.10894771659927,3.05419902855663,1.5100224851877153,0.2615308089078772,Iris-setosa
+17,5.10894771654068,3.0804711021792763,1.510023759561272,0.26153081059222794,Iris-setosa
+18,6.179366489018972,3.0540000008152797,4.901906710552701,1.6657971477248268,Iris-virginica
+19,6.179366489116918,3.054000000618708,4.903286740234089,1.6659062132533706,Iris-virginica
+20,6.179366488780529,3.05400000003981,4.899748165679664,1.6654406569329694,Iris-virginica
+21,5.108947717202535,3.056301862961823,1.5100233896181234,0.2615308150303061,Iris-setosa
+22,6.179366519277798,3.0541950700357514,1.5100686489107802,0.2615510929757647,Iris-setosa
+23,6.1793664890801825,3.054000001962322,4.9048504782424915,1.66656954272582,Iris-virginica
+24,6.179366489344698,3.0540000021549676,4.901477837812534,1.6658228574970873,Iris-virginica
+25,6.179366489211729,3.0540000003333945,4.899570788068645,1.6654337422392311,Iris-virginica
+26,6.179366488806866,3.054000000045113,4.899805670653785,1.6654441252066552,Iris-virginica
+27,6.179366488885852,3.05400000024535,4.900837261642901,1.6655639603838088,Iris-virginica
+28,6.179366488994669,3.054000000435726,4.902224513146743,1.6657533199121184,Iris-virginica
+29,5.108947716450307,3.079031013785933,1.5100234521574556,0.26153080981016186,Iris-setosa
+30,5.108947716458439,3.0540772880033775,1.510022412043976,0.2615308084918983,Iris-setosa
+31,6.1793664893155045,3.0540000082281735,4.928201508474937,1.6745613135711654,Iris-virginica
+0,6.179366492986451,3.0540203474767504,4.8994933516989585,0.26153088254689566,Iris-setosa
+1,5.108947716450848,3.057053421578975,1.5100225842319779,0.2615308087057682,Iris-setosa
+2,6.179366490725121,3.0540008833331194,4.899491378926968,0.2615308091126439,Iris-setosa
+3,6.179366489100599,3.054000001570902,4.906608633953083,1.6667967607268428,Iris-virginica
+4,5.108947716525677,3.0992149864632212,1.510024302209991,0.2615308107855678,Iris-setosa
+5,5.10894771632029,3.0561237119641773,1.5100224886797147,0.26153080854804694,Iris-setosa
+6,6.179366489042538,3.0540000001052543,4.899505491342011,1.665428153950684,Iris-versicolor
+7,5.1089477163978865,3.0688782822658185,1.5100229792413256,0.2615308092303039,Iris-setosa
+8,5.108947716509923,3.0696554445133057,1.5100230984414682,0.2615308093786796,Iris-setosa
+9,5.1089477166462665,3.077271308048626,1.5100236608764186,0.26153081028729025,Iris-setosa
+10,5.108947716292699,3.061044371509283,1.5100226238303462,0.261530808714169,Iris-setosa
+11,5.108947716451062,3.0585524872697007,1.5100226307500186,0.26153080878751817,Iris-setosa
+12,5.108947716312213,3.059319559396737,1.5100226160219068,0.26153080880591195,Iris-setosa
+13,5.108947716759897,3.066825481671882,1.5100237084674164,0.2615308119317436,Iris-setosa
+14,5.108947716488848,3.0598364726049025,1.510022801307399,0.26153080935124867,Iris-setosa
+15,5.108947716260138,3.0540697748670387,1.5100223918499174,0.2615308084155657,Iris-setosa
+16,6.179366491001968,3.0540000756859422,4.899491434704227,1.6654274841592596,Iris-versicolor
+17,6.179366489097284,3.0540000012365525,4.904192863355732,1.6662263876183465,Iris-virginica
+18,6.179366489094078,3.054000001704941,4.901328828744372,1.665828719590151,Iris-virginica
+19,6.179366489023827,3.0540000005771977,4.902939141063656,1.665878844397206,Iris-virginica
+20,5.10894771628283,3.0551195004739715,1.5100224437881886,0.2615308084820236,Iris-setosa
+21,6.179366488874435,3.054000000330977,4.9007270636536555,1.665573530939397,Iris-virginica
+22,5.108947717383136,3.059893481181735,1.510023738302172,0.2615308133481411,Iris-setosa
+23,6.17936648888466,3.0540000002698466,4.900975982464745,1.6655871004227292,Iris-virginica
+24,6.179366492052945,3.0540000275796624,4.901256172389476,1.6661499071359427,Iris-virginica
+25,6.179366489135408,3.0540000019257447,4.907845574797702,1.6670986829512857,Iris-virginica
+26,6.179366491018845,3.0540000050322185,4.899493846735476,1.6654278063465937,Iris-versicolor
+27,5.1089477165026205,3.1019301408794684,1.510024656635082,0.2615308119534861,Iris-setosa
+28,6.17936648905928,3.0540000003594114,4.901933280949853,1.6656827071304612,Iris-virginica
+29,5.108947716901902,3.0704403826334348,1.510024267184012,0.26153081316495824,Iris-setosa
+30,6.179366489193657,3.0540000045128743,4.915524361339529,1.6697824504561634,Iris-virginica
+31,5.108947716360159,3.066244406647523,1.5100228834661016,0.26153080921178573,Iris-setosa
+0,6.17936648898037,3.054000000417227,4.899674365852447,1.6654499807887535,Iris-virginica
+1,6.179366488996605,3.0540000004736476,4.902381158228825,1.665786194824475,Iris-virginica
+2,6.1793664897751475,3.0540000007212087,4.899493043678826,1.6654276107782364,Iris-versicolor
+3,5.10894771633245,3.0622653131118422,1.5100227044125327,0.2615308088561738,Iris-setosa
+4,6.179366489349965,3.054000010038082,4.9191547914498255,1.6722645437703603,Iris-virginica
+5,6.179366488959634,3.054000000080575,4.899502756663992,1.6654280025875592,Iris-versicolor
+6,6.17936649394034,3.054000027669234,4.899663750742718,1.6654745609092658,Iris-virginica
+7,6.179366489145368,3.054000001667127,4.9030345405263205,1.6660996803965102,Iris-virginica
+8,5.1089477165746295,3.078468533239629,1.5100235692102837,0.2615308100684766,Iris-setosa
+9,6.179366491102522,3.054000014405983,4.89949142519721,1.6654274886071754,Iris-versicolor
+10,5.108947716566873,3.0673519002001397,1.5100230799382646,0.261530809381871,Iris-setosa
+11,5.108947716499052,3.1064159339421544,1.5100249911224586,0.2615308125356491,Iris-setosa
+12,6.179366490445463,3.05400000278133,4.89965814630911,1.6654544259159856,Iris-virginica
+13,5.10894771647571,3.0540048654945626,4.899491307959731,0.261530808421251,Iris-setosa
+14,6.179366490247962,3.054000012880674,4.899491326878012,1.6654274762365433,Iris-versicolor
+15,6.1793664889762185,3.0540000001387755,4.900536863688854,1.6655027917172398,Iris-virginica
+16,5.10894771651042,3.0921119731218694,1.510024180036155,0.26153081108673787,Iris-setosa
+17,5.108947716521918,3.0825105123341454,1.5100237276834743,0.2615308104408766,Iris-setosa
+18,6.1793664889549795,3.0540000001990775,4.900858856856984,1.6655467681462843,Iris-virginica
+19,6.179366490581033,3.0540000034669252,4.899527960854956,1.6654330716503905,Iris-versicolor
+20,6.1793664888487765,3.054000000204667,4.899897299156716,1.665465945214593,Iris-virginica
+21,6.179366489226485,3.054000003730779,4.91436926058555,1.669100168800465,Iris-virginica
+22,6.179366488916205,3.0540000002927585,4.900728985212833,1.6655582035877323,Iris-virginica
+23,6.1793664904806676,3.0540000035568937,4.899574022431073,1.665442683954141,Iris-virginica
+24,5.1089477163351145,3.0541726145245063,1.510022410604377,0.26153080845063253,Iris-setosa
+25,6.179366490243329,3.054000002374904,4.8994915662141265,1.6654274975513257,Iris-versicolor
+26,6.179366488922337,3.0540000001856873,4.900763911939896,1.6655371328219608,Iris-virginica
+27,5.108947716393883,3.0799352044919894,1.5100233751862004,0.2615308097391008,Iris-setosa
+28,5.1089477164817145,3.054178237756784,1.5100224318195863,0.26153080854567423,Iris-setosa
+29,6.179366488881634,3.0540000003156287,4.901381280685213,1.665648990402974,Iris-virginica
+30,5.108947716336472,3.0588758951503383,1.5100225827573464,0.2615308086584843,Iris-setosa
+31,6.179366515357974,3.0540074446671484,4.917525814230694,1.6980966191825215,Iris-virginica
+0,5.10894771631567,3.0658491604900866,1.5100228188808265,0.261530809018184,Iris-setosa
+1,5.10894771640325,3.060789231926648,1.5100227070867864,0.2615308089348894,Iris-setosa
+2,5.108947716450186,3.0837510393153007,1.5100235942293974,0.261530810084739,Iris-setosa
+3,5.108947716423944,3.058587332194638,1.5100226329909034,0.2615308088034274,Iris-setosa
+4,5.108947716415111,3.0847372582331207,1.510023609192135,0.261530810120402,Iris-setosa
+5,6.1793664908315495,3.0540000028189236,4.899494060549515,1.6654277888562392,Iris-versicolor
+6,6.1793664979561855,3.05400070022966,4.906408798051996,1.6732021621833595,Iris-virginica
+7,6.179366489249324,3.054000004097358,4.917203456605343,1.6698943133262412,Iris-virginica
+8,6.1793664909179435,3.0540172397988266,4.899491677776264,0.26153081265189804,Iris-setosa
+9,5.108947716537156,3.054001315343993,4.899491306901502,0.26153080842951565,Iris-setosa
+10,5.108947716417195,3.07780622851962,1.5100233395192828,0.26153080959685276,Iris-setosa
+11,5.108947716353805,3.0637434734977647,1.5100227721828219,0.26153080896454234,Iris-setosa
+12,5.108947717461284,3.060046120515241,1.5100237939893217,0.2615308135272472,Iris-setosa
+13,5.1089477164428745,3.060700912583142,1.510022732586054,0.26153080895981634,Iris-setosa
+14,6.17936648927072,3.054000003710526,4.909047870905485,1.6677132363408371,Iris-virginica
+15,6.17936649049608,3.054000084864693,4.916253011577078,1.6779529518113763,Iris-virginica
+16,6.1793664889905005,3.0540000006578802,4.903177197877004,1.6659577565237633,Iris-virginica
+17,5.108947716551879,3.0543647628601294,1.5100224525459398,0.2615308085310439,Iris-setosa
+18,6.179366507358042,3.054001486778935,4.900126490572559,1.665957970941158,Iris-virginica
+19,5.108947716480037,3.0861993830953485,1.5100237673880657,0.26153081013683427,Iris-setosa
+20,5.108947716500065,3.082016881263903,1.5100235596324112,0.26153080992361827,Iris-setosa
+21,5.108947716550424,3.0837909264831183,1.5100239259029653,0.2615308108559431,Iris-setosa
+22,5.108947716620203,3.10797737746587,1.5100253272643933,0.2615308130759817,Iris-setosa
+23,5.1089477164811825,3.0598187015965896,1.5100227162221882,0.261530808941418,Iris-setosa
diff --git a/iris/lct_gan/2/6/test.csv b/iris/lct_gan/2/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/train.csv b/iris/lct_gan/2/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/6/val.csv b/iris/lct_gan/2/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/synth.csv b/iris/lct_gan/2/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a07ec822c29f66ba17d54441b429f497442df7a4
--- /dev/null
+++ b/iris/lct_gan/2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477165799275,3.072719610038048,1.5100236846867707,0.26153081113586363,Iris-setosa
+1,6.17936648884567,3.0540000000769,4.899525431623817,1.6654293402748266,Iris-virginica
+2,6.179366489022707,3.0540000003342516,4.901779804593701,1.66566333437101,Iris-virginica
+3,6.179366488887577,3.054000000287552,4.900822716575311,1.6655739613800231,Iris-virginica
+4,5.108947716474602,3.062554037058695,1.5100229381876422,0.2615308095481298,Iris-setosa
+5,6.179366488955706,3.054000000228024,4.90105751633315,1.665571773173022,Iris-virginica
+6,5.108947716511142,3.070389446642855,1.5100232965838924,0.26153081000972994,Iris-setosa
+7,6.179366489090325,3.0540000019493516,4.90609809211427,1.6668045372572895,Iris-virginica
+8,5.108947716326443,3.0576536752780323,1.5100225611353928,0.2615308087163472,Iris-setosa
+9,5.108947716414685,3.0540066940490465,4.899491307985439,0.26153080842153165,Iris-setosa
+10,6.1793664889438915,3.054000000523202,4.90238896855687,1.6658193629676574,Iris-virginica
+11,5.108947716656834,3.0540019053782355,4.899491307983362,0.26153080842371124,Iris-setosa
+12,5.10894771648338,3.0876757943124042,1.5100237781708987,0.26153081021645735,Iris-setosa
+13,5.108947716308001,3.0632910199394234,1.510022714765823,0.26153080883451235,Iris-setosa
+14,5.108947716300559,3.065516785402283,1.510022783177326,0.26153080892718994,Iris-setosa
+15,6.1793664905259735,3.0540832054218305,1.5100226851626926,0.26153081376662085,Iris-setosa
+16,6.179366501932265,3.0540002121193295,4.899541727395995,1.665444919012375,Iris-versicolor
+17,6.179366489434637,3.0540000003352565,4.899496053919415,1.665427800513613,Iris-versicolor
+18,6.179366488924602,3.054000000421356,4.900585274746883,1.6655625808938657,Iris-virginica
+19,5.108947717250285,3.09698918719222,1.5100283738604192,0.2615308253969434,Iris-setosa
+20,6.179366489013417,3.0540000010762345,4.9041795506030175,1.666228361012866,Iris-virginica
+21,5.108947716535454,3.069228866257869,1.5100237242973416,0.2615308119030046,Iris-setosa
+22,5.1089477164704675,3.084546847558012,1.5100238569790514,0.26153081078915535,Iris-setosa
+23,6.179366489191555,3.0540000013456026,4.9065788270194615,1.6666169939172129,Iris-virginica
+24,6.179366496887286,3.0540006483209696,4.902584149958161,1.6688943342190137,Iris-virginica
+25,6.179366489340829,3.054000000369537,4.89950747990257,1.6654287585037342,Iris-versicolor
+26,6.179366488866651,3.0540000000352925,4.899732880216738,1.66543775784306,Iris-virginica
+27,5.108947716361906,3.0728184054782917,1.5100230987209786,0.26153080936797296,Iris-setosa
+28,6.1793664989175205,3.0567389666175386,1.5100349829124935,0.2615312006701843,Iris-setosa
+29,5.108947716387479,3.054025141963052,4.899491319694982,0.2615308084388193,Iris-setosa
+30,6.179366488909394,3.0540000001020666,4.899560975021293,1.6654313194881134,Iris-virginica
+31,6.179366488827404,3.0540000000806073,4.900027207881702,1.6654628045745479,Iris-virginica
+0,6.179366490082968,3.054000001854183,4.899511263963039,1.6654300345656852,Iris-versicolor
+1,6.179366489451482,3.05400000415407,4.902277001240176,1.6661750115078773,Iris-virginica
+2,6.179366489233315,3.054000003745939,4.912375096838832,1.6685327430899939,Iris-virginica
+3,5.108947716591942,3.075918692587807,1.5100237734800839,0.26153081093221003,Iris-setosa
+4,5.10894771640615,3.0750924940453337,1.5100232940128362,0.26153080978473436,Iris-setosa
+5,6.1793664889236775,3.0540000000736924,4.900046923844912,1.6654592429440969,Iris-virginica
+6,6.1793664889272755,3.0540000001958867,4.9008609730539066,1.6655493522556837,Iris-virginica
+7,5.108947716554527,3.0542895464858653,1.5100224449691628,0.261530808517054,Iris-setosa
+8,5.1089477165467105,3.0540476002318995,4.899491346635877,0.26153080848319854,Iris-setosa
+9,6.179366488851356,3.0540000000641565,4.899917205116458,1.6654517079518376,Iris-virginica
+10,6.179366491995698,3.0540005283187406,4.992967951157078,1.7829347882056117,Iris-virginica
+11,5.108947716386369,3.075093297391182,1.5100232512203766,0.2615308095763452,Iris-setosa
+12,5.108947716437757,3.0756402004336194,1.5100233554108216,0.2615308098757927,Iris-setosa
+13,5.108947716434278,3.0545265368567542,1.5100224732806014,0.2615308086650916,Iris-setosa
+14,5.108947716338605,3.0631680323587696,1.5100227322378788,0.26153080891383734,Iris-setosa
+15,5.108947716920588,3.054576851371177,1.5100225727767618,0.26153080910686355,Iris-setosa
+16,6.179366489073184,3.0540000017487077,4.903996675544417,1.6663494696262569,Iris-virginica
+17,5.108947716993623,3.054004502075117,4.89949134852939,0.2615308086167642,Iris-setosa
+18,5.108947716609546,3.0651124601488298,1.5100234062318183,0.26153081093109604,Iris-setosa
+19,6.179366489182719,3.0540000023857545,4.910118871738626,1.6676975221865136,Iris-virginica
+20,6.17936648942821,3.0540000216058636,4.962383460852058,1.6918138758950612,Iris-virginica
+21,5.108947716495512,3.065498454144761,1.5100228869815122,0.26153080911169635,Iris-setosa
+22,6.179366490732865,3.0540035209452774,4.899491549717788,0.2615308122410065,Iris-setosa
+23,6.179366489374957,3.0540000160242666,4.956027314388238,1.6870424173682064,Iris-virginica
+24,5.108947716461977,3.0679254287642492,1.5100230254886826,0.26153080933620804,Iris-setosa
+25,5.108947716509261,3.0629687615356107,1.5100228481387574,0.261530809091194,Iris-setosa
+26,6.1793664892143445,3.054000000479076,4.899583561488181,1.6654367785871314,Iris-virginica
+27,5.108947716307147,3.0593681598081783,1.5100225839909007,0.26153080867717693,Iris-setosa
+28,5.108947717367469,3.0773031199002596,1.5100264931630718,0.26153082345357104,Iris-setosa
+29,6.179366489137598,3.05400000041301,4.899530280236169,1.6654315434604738,Iris-virginica
+30,6.179366488971647,3.05400000046033,4.902450483268831,1.6657957900538671,Iris-virginica
+31,6.179366499821063,3.054004012050437,4.899508093221846,1.6654347070247097,Iris-setosa
+0,5.108947716807187,3.0556260241181437,1.5100227282439644,0.26153080956775965,Iris-setosa
+1,6.17936649208176,3.05400025080727,4.951913773072577,1.7133405209840813,Iris-virginica
+2,5.108947716416028,3.056070489698001,1.510022538976398,0.2615308086844705,Iris-setosa
+3,5.108947716556108,3.102814423419669,1.5100247630795145,0.26153081181037147,Iris-setosa
+4,5.108947716337487,3.0576565554097415,1.5100225620335748,0.26153080869144113,Iris-setosa
+5,6.179366489408166,3.054000030030773,4.899491303649969,1.6654274752515303,Iris-versicolor
+6,5.108947716680888,3.0556263324161996,1.5100226284116376,0.261530809030444,Iris-setosa
+7,5.108947716733991,3.0690739010046943,1.510024167424626,0.26153081360447056,Iris-setosa
+8,5.1089477163923895,3.061453204514992,1.510022709677572,0.26153080884250574,Iris-setosa
+9,6.179366491945188,3.054000106468137,4.915003334076202,1.6757919809173834,Iris-virginica
+10,6.179366489326328,3.0540000001749243,4.899492568088259,1.6654275372073213,Iris-versicolor
+11,6.17936648884104,3.0540000002044003,4.900504564473633,1.6655290656733583,Iris-virginica
+12,6.1793664892316995,3.0540000005400927,4.899642669884768,1.6654433455491826,Iris-virginica
+13,5.108947717127078,3.0861468227040456,1.5100261275363571,0.26153081775430653,Iris-setosa
+14,6.179366488923191,3.054000000146936,4.900508600861798,1.6655062064136597,Iris-virginica
+15,5.108947716309296,3.063772265960343,1.5100227302710532,0.2615308088601805,Iris-setosa
+16,6.1793664889492295,3.0540000004511265,4.902094533044813,1.6657613997927094,Iris-virginica
+17,6.179366491124964,3.0540122069198454,4.899491564400724,0.2615308105388485,Iris-setosa
+18,6.179366497352544,3.0540243450442723,4.899500506022323,0.2615317335046065,Iris-setosa
+19,6.179366491359434,3.054000289701682,4.944127319027601,1.7155176036680801,Iris-virginica
+20,6.17936648924378,3.0540000045905735,4.910971397566196,1.668453421908473,Iris-virginica
+21,6.179366489089457,3.0540000007998813,4.904097254403446,1.66608897456556,Iris-virginica
+22,6.179366527913392,3.0540056268769824,4.9041926437043015,1.671280363646402,Iris-virginica
+23,6.179366498397777,3.054002972099084,4.899493903521231,1.6654278492033983,Iris-setosa
+24,5.108947716434231,3.056870770878631,1.5100225646455023,0.2615308086987311,Iris-setosa
+25,6.179366490758923,3.054000005189959,4.899506323402796,1.6654298840997697,Iris-versicolor
+26,5.108947716941883,3.055575831906687,1.5100228690692863,0.26153081066284756,Iris-setosa
+27,6.179366488919498,3.054000000281494,4.9011117630059635,1.665597613897418,Iris-virginica
+28,5.108947716509362,3.0628845494788703,1.510022926864442,0.2615308093768975,Iris-setosa
+29,6.179366489215231,3.054000003036054,4.912543773503897,1.6684526195000582,Iris-virginica
+30,6.1793664904149015,3.054000013051139,4.8994913430801414,1.6654274774261342,Iris-versicolor
+31,5.10894771646602,3.071340970357509,1.5100233476897509,0.26153081019654256,Iris-setosa
+0,6.1793664888496265,3.054000000090019,4.900083949425422,1.665467250479209,Iris-virginica
+1,6.179366496642762,3.055357053483782,1.510029630849608,0.26153104703064584,Iris-setosa
+2,6.1793664887593405,3.0540000000563206,4.899740297312051,1.6654429592085205,Iris-virginica
+3,6.179366489289842,3.0540000064188852,4.9200707644920225,1.6714543253829053,Iris-virginica
+4,6.1793664910897625,3.054000027824299,4.90107132779623,1.6661918437831513,Iris-virginica
+5,5.108947717203741,3.0562654016857196,1.510023626443968,0.26153081864059574,Iris-setosa
+6,6.179366491284709,3.0540000013254183,4.899493516183524,1.6654276364308582,Iris-versicolor
+7,6.179366488936226,3.054000000689041,4.902316330766819,1.665863229345929,Iris-virginica
+8,6.179366489012986,3.0540000002687653,4.901416835685716,1.6656087391957786,Iris-virginica
+9,6.179366503083217,3.054004062410089,4.8995290878937245,1.6654460697980773,Iris-setosa
+10,6.179366489003491,3.054000001063607,4.9034744745920396,1.6661172747558628,Iris-virginica
+11,6.179366493173433,3.0540005069045297,5.004981899491157,1.777073356032639,Iris-virginica
+12,6.179366488779744,3.054000000063099,4.899793410845344,1.6654463736277423,Iris-virginica
+13,6.1793665034031315,3.0540021318249075,4.9358775958837064,1.7184864503655715,Iris-virginica
+14,6.179366488905261,3.0540000002970276,4.900375409041665,1.6655215565847696,Iris-virginica
+15,6.179366489069441,3.0540000014332334,4.904268625511504,1.6663121420354137,Iris-virginica
+16,5.10894771657019,3.0546309116466097,1.510022536717209,0.26153080898661285,Iris-setosa
+17,5.1089477163020005,3.054392489888295,1.5100224149911636,0.26153080844191423,Iris-setosa
+18,6.179366489176957,3.0540000027768825,4.907411606105263,1.667241802738836,Iris-virginica
+19,5.108947717499354,3.054122953797667,1.5100227353447009,0.26153081277305895,Iris-setosa
+20,6.179366493839813,3.0540000659779443,4.899747690395202,1.6655292215669373,Iris-virginica
+21,6.179366490042094,3.054000083653114,5.016760594108079,1.735635577656692,Iris-virginica
+22,6.1793664914599615,3.0540000191887793,4.8998679365824325,1.665557156773565,Iris-virginica
+23,5.108947716487813,3.090015797486807,1.5100238583665517,0.2615308102139314,Iris-setosa
diff --git a/iris/lct_gan/2/7/test.csv b/iris/lct_gan/2/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/train.csv b/iris/lct_gan/2/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/7/val.csv b/iris/lct_gan/2/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/synth.csv b/iris/lct_gan/2/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aa9391fa0ecc9ed6c91dc56c98e684f5c5c29b8
--- /dev/null
+++ b/iris/lct_gan/2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716320003,3.0671789498204203,1.5100228529883069,0.2615308090115988,Iris-setosa
+1,6.179366502113894,3.0540010236703568,4.899652889074748,1.6655198314321673,Iris-virginica
+2,6.179366507203374,3.0540076667288156,4.89950522952884,1.6654324815732167,Iris-setosa
+3,6.17936648897661,3.054000000216204,4.900985270261331,1.6655594386925907,Iris-virginica
+4,5.10894771634589,3.05863104209736,1.5100225849812652,0.2615308086726359,Iris-setosa
+5,6.179366496788127,3.054051482926575,4.899497550445166,0.261531119108252,Iris-setosa
+6,5.1089477163782755,3.0682144948173,1.5100229603800444,0.26153080925281896,Iris-setosa
+7,5.108947716435704,3.056627786127972,1.5100225618949445,0.2615308086864345,Iris-setosa
+8,6.179366488975869,3.05400000046234,4.902201098187001,1.6657606766055575,Iris-virginica
+9,6.179366489955622,3.0540000022277924,4.899550736191662,1.6654372221851013,Iris-virginica
+10,6.179366494259535,3.0544734678843404,1.5100253519495348,0.26153090308804605,Iris-setosa
+11,5.108947716594986,3.1029128212117674,1.510024869634571,0.261530812125458,Iris-setosa
+12,5.108947716943507,3.1001303531750493,1.5100263273904018,0.2615308162945675,Iris-setosa
+13,6.179366492891242,3.0540001729816844,4.92724620141145,1.6857568020725364,Iris-virginica
+14,6.179366488808755,3.054000000088748,4.899663151843258,1.6654389153994018,Iris-virginica
+15,6.179366492340429,3.0540000243246728,4.899496376765277,1.6654284395879888,Iris-versicolor
+16,5.10894771666576,3.097815319728321,1.5100251950961947,0.26153081371182835,Iris-setosa
+17,6.179366488962115,3.0540000008392796,4.901608726810196,1.6657792217220218,Iris-virginica
+18,5.108947716309635,3.0543603103731174,1.5100224154487003,0.2615308084435034,Iris-setosa
+19,6.179366501972565,3.0540056442578165,4.899650110430411,1.6655399088160663,Iris-setosa
+20,6.17936648968086,3.054000127771988,4.899491315091954,1.665427475444402,Iris-versicolor
+21,6.179366488740112,3.054000000036412,4.8996491294981945,1.6654357798269814,Iris-virginica
+22,6.179366488911504,3.0540000003011047,4.901267147535063,1.6656226557436904,Iris-virginica
+23,6.179366489157847,3.054000001758562,4.907762488712827,1.667002917087323,Iris-virginica
+24,5.108947716427259,3.0608258558038153,1.5100227058054092,0.2615308088833405,Iris-setosa
+25,5.10894771748312,3.057852809258712,1.5100246399032615,0.26153082808186623,Iris-setosa
+26,6.1793664901004925,3.054000073473143,4.942786025774911,1.6948932563398735,Iris-virginica
+27,5.10894771725641,3.092676205251907,1.5100274028911198,0.2615308222237063,Iris-setosa
+28,6.179366490038739,3.0540000253561144,4.911047176528038,1.670805244063586,Iris-virginica
+29,5.108947716480765,3.06661034597565,1.5100229747556049,0.26153080921025923,Iris-setosa
+30,5.108947716502414,3.0841838028507973,1.5100237536727978,0.26153081035811887,Iris-setosa
+31,5.108947716495197,3.0540583680087594,4.899491355281725,0.26153080851323934,Iris-setosa
+0,6.179366489252986,3.054000002222127,4.909302406266186,1.6673990160604109,Iris-virginica
+1,6.179366490460809,3.054000083526836,4.9556333863537185,1.700920375756679,Iris-virginica
+2,6.1793664894924,3.0540000282371405,4.984090087456188,1.7024990913723332,Iris-virginica
+3,5.10894771649735,3.090553495055173,1.5100240744673117,0.26153081099209774,Iris-setosa
+4,5.108947716525475,3.085435789182151,1.510023849369405,0.26153081036921144,Iris-setosa
+5,6.17936648900459,3.054000000670942,4.900374627070847,1.6655534443601732,Iris-virginica
+6,6.1793664888594195,3.0540000000634797,4.899947799394932,1.6654535435837545,Iris-virginica
+7,5.108947716438253,3.085379265188686,1.5100238573012212,0.26153081095090563,Iris-setosa
+8,6.179366492514894,3.0540000078318594,4.899541478236232,1.6654355558311231,Iris-versicolor
+9,6.1793664890483395,3.054000000766621,4.903852381751492,1.6660582074536816,Iris-virginica
+10,5.108947716307811,3.061046824209484,1.5100226392657863,0.26153080874158674,Iris-setosa
+11,6.1793664890025015,3.0540000001941316,4.9009030165654845,1.6655440300295266,Iris-virginica
+12,6.179366489072254,3.054000000839563,4.904049778818191,1.6661062221662064,Iris-virginica
+13,5.108947716393722,3.0604662120346866,1.5100226794472307,0.2615308088077637,Iris-setosa
+14,6.179366490623483,3.0540000030635155,4.899491578965172,1.6654274981052501,Iris-versicolor
+15,6.179366489833609,3.054000040960001,4.942590606352764,1.6887761040480198,Iris-virginica
+16,6.1793664888410555,3.0540000000724032,4.899973132103173,1.6654573945785982,Iris-virginica
+17,5.1089477164549475,3.0857878446333307,1.5100237282816038,0.26153081035892783,Iris-setosa
+18,6.179366489212959,3.0540000044675435,4.914993420839755,1.669516258448658,Iris-virginica
+19,5.108947716471943,3.0620250555512976,1.510022993020857,0.26153080979883997,Iris-setosa
+20,6.179366489299596,3.0540000057760737,4.9213051492506,1.671499987825476,Iris-virginica
+21,5.108947716536642,3.1030703059764706,1.5100246618778164,0.2615308115539081,Iris-setosa
+22,6.17936648891113,3.0540000001334944,4.899556685998564,1.6654318119159364,Iris-virginica
+23,5.108947716784322,3.0829683325325385,1.5100246479664061,0.2615308129183214,Iris-setosa
+24,5.1089477173125974,3.0540484252989764,4.8994915218695665,0.2615308095444395,Iris-setosa
+25,5.10894771654765,3.091315108777201,1.5100243593345517,0.26153081179688875,Iris-setosa
+26,6.1793664903458705,3.054000057793155,4.919421477990196,1.6771200808328193,Iris-virginica
+27,6.179366489277931,3.0540000012592228,4.900301299450236,1.6655563937846105,Iris-virginica
+28,5.1089477164273385,3.0639894309500457,1.5100228471556447,0.2615308090678994,Iris-setosa
+29,5.108947716401469,3.0579543258519024,1.5100225912005234,0.26153080872023193,Iris-setosa
+30,6.179366491054333,3.0540000028624306,4.899493880720517,1.6654277512562887,Iris-versicolor
+31,5.1089477165459805,3.0553405782530043,1.5100225329510193,0.26153080870595397,Iris-setosa
+0,5.10894771651891,3.0612725877366147,1.5100227959537655,0.2615308090652031,Iris-setosa
+1,5.108947716693039,3.1081305251289386,1.510025574631319,0.26153081344958096,Iris-setosa
+2,6.17936648875608,3.054000000069194,4.899703775327391,1.6654420935097596,Iris-virginica
+3,6.1793664915702085,3.05400009469814,4.8994915172291424,1.6654274961916546,Iris-versicolor
+4,6.179366490807475,3.0540000025566627,4.899491483431363,1.665427485850433,Iris-versicolor
+5,5.108947716977799,3.0927098298639124,1.5100261245481106,0.2615308168225205,Iris-setosa
+6,6.179366492914774,3.054000049038318,4.899493494849601,1.665427913480366,Iris-versicolor
+7,5.108947716549169,3.0556966167259034,1.5100226166132598,0.26153080908934184,Iris-setosa
+8,5.1089477163642565,3.0540261553834878,4.899491315834629,0.26153080842485427,Iris-setosa
+9,6.179366491054212,3.0540008323605146,4.899491522957279,1.665427484381376,Iris-setosa
+10,6.179366509084597,3.054004073676325,4.924481677887398,1.7077974485809433,Iris-virginica
+11,6.179366488994271,3.0540000004543577,4.902390286074614,1.6657837684821304,Iris-virginica
+12,6.179366491299764,3.0540000179155444,4.900173345261455,1.6656775755910052,Iris-virginica
+13,6.179366493269073,3.054000013469279,4.899495220945273,1.6654280343689416,Iris-versicolor
+14,6.179366496120327,3.0540411455620755,4.899493405655711,0.2615308535592267,Iris-setosa
+15,5.108947716295718,3.0541661140413794,1.5100224027461282,0.2615308084295379,Iris-setosa
+16,5.108947716596243,3.070772286822119,1.5100233971719579,0.26153081010153584,Iris-setosa
+17,6.179366535902863,3.054221655661804,4.900762910806196,0.2623738126424215,Iris-setosa
+18,6.179366495640603,3.054075217726339,4.899494822547284,0.261530905199012,Iris-setosa
+19,6.179366490500318,3.054000001620409,4.899494897120786,1.6654278178688782,Iris-versicolor
+20,6.179366488832883,3.054000000119755,4.899794150410147,1.6654502549391206,Iris-virginica
+21,5.10894771663806,3.054255966649524,1.5100224630399481,0.26153080862472144,Iris-setosa
+22,6.179366494741819,3.054000163791707,4.899492288667874,1.665427648084523,Iris-versicolor
+23,5.108947716317857,3.0562021128440477,1.5100224856700135,0.2615308085355067,Iris-setosa
+24,6.179366489249415,3.054000004351436,4.909690021471692,1.668089800390486,Iris-virginica
+25,6.179366489160573,3.054000001443483,4.9068695587472115,1.6667290494876594,Iris-virginica
+26,6.179366490230762,3.0540000253775017,4.916007975945326,1.6722710641798832,Iris-virginica
+27,6.179366491040538,3.054000014635022,4.899491735361444,1.6654275336164055,Iris-versicolor
+28,6.179366488887183,3.0540000001873358,4.90058064956,1.6655246709961533,Iris-virginica
+29,5.108947716373627,3.0540042573202215,4.899491303580316,0.26153080841462206,Iris-setosa
+30,6.179366490947871,3.054000832644686,4.899491556463718,1.6654274888308493,Iris-setosa
+31,6.179366489794978,3.0540000268387177,4.917706136329963,1.674179593920004,Iris-virginica
+0,6.1793664889089825,3.0540000001725485,4.900627121666523,1.6655232307393213,Iris-virginica
+1,6.179366489023772,3.0540000007561288,4.903317122873327,1.665990283173535,Iris-virginica
+2,5.108947716576259,3.054942280307043,1.5100225139985808,0.26153080864143086,Iris-setosa
+3,6.179366488973437,3.0540000004171395,4.9003731031901925,1.665528636143981,Iris-virginica
+4,6.179366489316097,3.054000015066072,4.948690812781076,1.6845373859808792,Iris-virginica
+5,6.17936648918611,3.0540000045584303,4.910331927372783,1.668368164332093,Iris-virginica
+6,5.108947716532351,3.0747085253180946,1.5100233541316448,0.2615308098455323,Iris-setosa
+7,6.179366489267095,3.0540000483367393,4.89949130055979,1.6654274751893783,Iris-versicolor
+8,5.108947716419053,3.068753657405149,1.51002303841763,0.2615308093832978,Iris-setosa
+9,6.179366488963746,3.0540000004662144,4.9008893750195925,1.6656029642639465,Iris-virginica
+10,6.17936649412907,3.0540000359838357,4.8995030535381545,1.6654298697722996,Iris-versicolor
+11,5.108947716594803,3.054027801134405,4.899491371093373,0.26153080868169054,Iris-setosa
+12,5.108947716477444,3.0943316160912184,1.5100241463754713,0.2615308108534981,Iris-setosa
+13,5.108947716453967,3.0700451896030785,1.5100232822070816,0.2615308101443752,Iris-setosa
+14,5.108947717010071,3.054097829254361,1.510022517262087,0.26153080946092433,Iris-setosa
+15,6.179366488880629,3.0540000000999425,4.900157198096587,1.6654723156313485,Iris-virginica
+16,6.179366489087468,3.054000001776666,4.904243917070606,1.666408712856738,Iris-virginica
+17,6.179366488932876,3.0540000000889984,4.900170041207575,1.6654691335772922,Iris-virginica
+18,5.108947716785421,3.055026293539711,1.510022586961331,0.26153080889607655,Iris-setosa
+19,6.1793664892190465,3.0540000007722314,4.899579267860882,1.6654398101107517,Iris-virginica
+20,5.108947716409546,3.061789042522475,1.5100227779083109,0.2615308090896127,Iris-setosa
+21,6.179366489489436,3.054000010972651,4.944727025276995,1.6801308338450538,Iris-virginica
+22,6.179366488841834,3.054000000038222,4.899756319506198,1.6654397645873606,Iris-virginica
+23,5.1089477163290935,3.0541403681602683,1.510022404678676,0.2615308084373417,Iris-setosa
diff --git a/iris/lct_gan/2/8/test.csv b/iris/lct_gan/2/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/train.csv b/iris/lct_gan/2/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/8/val.csv b/iris/lct_gan/2/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/synth.csv b/iris/lct_gan/2/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3dafd31c040a42e18d6df39d90c9e81973664a77
--- /dev/null
+++ b/iris/lct_gan/2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716418366,3.054544528523565,1.5100224567357028,0.26153080854359706,Iris-setosa
+1,5.1089477170007775,3.055352032874088,1.510023161362283,0.26153081474324147,Iris-setosa
+2,5.108947716454924,3.071152325755338,1.5100231279664569,0.26153080945636187,Iris-setosa
+3,6.179366493316018,3.0540000233416444,4.899895231692511,1.665545166133296,Iris-virginica
+4,6.179366489276333,3.054000004959099,4.9166536182657685,1.6701020068035273,Iris-virginica
+5,5.108947716676176,3.0548123942052166,1.5100226327930606,0.2615308095348677,Iris-setosa
+6,6.179366490314175,3.0540000018063322,4.899491565580635,1.6654274942448608,Iris-versicolor
+7,6.1793664935456505,3.0606437007549805,1.5100287140428283,0.26153087762778426,Iris-setosa
+8,6.179366490126315,3.0540000099281577,4.901354384133045,1.6660522483731965,Iris-virginica
+9,6.179366489281536,3.054000003815153,4.905445017602364,1.6669061539734613,Iris-virginica
+10,5.108947716363887,3.069494265001665,1.5100229507080014,0.26153080918191834,Iris-setosa
+11,5.1089477165288555,3.054128641149702,1.510022443277053,0.2615308086424906,Iris-setosa
+12,5.108947716300546,3.0549962516851736,1.5100224426857938,0.2615308084853919,Iris-setosa
+13,6.1793664888746465,3.054000000064454,4.89994248550115,1.665452677542479,Iris-virginica
+14,5.108947716437895,3.0549651182100064,1.5100224662714974,0.2615308085140849,Iris-setosa
+15,6.179366493710115,3.05400002732477,4.8994960727781525,1.6654282654753156,Iris-versicolor
+16,5.108947720111898,3.056622704039781,1.5100266608621589,0.2615308613948323,Iris-setosa
+17,6.179366488950692,3.0540000002991587,4.900005455354984,1.665478639389635,Iris-virginica
+18,5.1089477174902,3.0544358916941996,1.5100227321590867,0.26153081046801685,Iris-setosa
+19,6.179366491570219,3.054000026845169,4.899493328059696,1.665427847581606,Iris-versicolor
+20,5.108947716382348,3.070907561247493,1.5100230656207665,0.2615308092915814,Iris-setosa
+21,6.179366488775326,3.0540000000794727,4.89972370383365,1.6654436912214006,Iris-virginica
+22,5.108947716468975,3.0909890791556527,1.5100239264771895,0.26153081042408105,Iris-setosa
+23,6.179366490151446,3.054000142248258,5.063740373712238,1.7802902915065681,Iris-virginica
+24,6.179366489836904,3.0540000158399025,4.916220240521662,1.6714498763494123,Iris-virginica
+25,6.179366489098446,3.054000001148376,4.904897050208339,1.6663248133591488,Iris-virginica
+26,5.1089477168795225,3.05400568094737,4.899491349081757,0.26153080860398104,Iris-setosa
+27,6.179366490439678,3.0540000602735375,4.899491403048486,1.665427482535045,Iris-versicolor
+28,6.179366489022221,3.054000000236034,4.901228150612276,1.6655825033846472,Iris-virginica
+29,5.1089477162868455,3.054023435667513,4.899491303897946,0.26153080840911896,Iris-setosa
+30,6.179366490486152,3.054341360029152,1.51002350957598,0.2615308342465566,Iris-setosa
+31,6.179366488800287,3.054000000086544,4.899933801159739,1.6654584076638284,Iris-virginica
+0,6.179366493824044,3.0540008644562584,4.899493070364837,1.665427900058718,Iris-versicolor
+1,6.179366488875695,3.054000000212758,4.900669075480586,1.6655414689498607,Iris-virginica
+2,6.179366489047987,3.0540000003067616,4.901657209196315,1.6656412904683753,Iris-virginica
+3,5.1089477165281485,3.0640776227080635,1.5100229544737163,0.2615308093538699,Iris-setosa
+4,6.1793664913273005,3.054000007491194,4.899502421407469,1.6654292953705505,Iris-versicolor
+5,6.179366488835295,3.0540000000860434,4.900032440969553,1.6654635226446894,Iris-virginica
+6,6.179366488989341,3.054000000357747,4.901809747343821,1.6656788873299457,Iris-virginica
+7,6.179366490243385,3.0540003571270686,4.8994914455696845,1.6654274830608602,Iris-versicolor
+8,5.108947716967932,3.054000257900574,4.899491312434163,1.6654274752885863,Iris-versicolor
+9,5.1089477169564965,3.0742470940881623,1.5100248916159273,0.26153081530799605,Iris-setosa
+10,5.108947716872155,3.0568234451146354,1.5100229361431499,0.26153081012939483,Iris-setosa
+11,6.179366488932402,3.054000000230679,4.901054647966872,1.6655758590708263,Iris-virginica
+12,6.179366489286449,3.054000002033476,4.900968729863731,1.6657399539749236,Iris-virginica
+13,5.108947716316201,3.061935909920704,1.510022676051196,0.26153080877725804,Iris-setosa
+14,6.1793664900773555,3.0540013978334852,4.899491460124949,0.26153081070771683,Iris-setosa
+15,6.179366489204051,3.0540000002788843,4.899541360074657,1.6654311134798532,Iris-virginica
+16,5.1089477165402135,3.1048328113499113,1.5100251357641563,0.26153081308517867,Iris-setosa
+17,5.108947716486397,3.089281471765042,1.5100238975244247,0.2615308103222367,Iris-setosa
+18,5.108947716502025,3.0810533459993987,1.5100236709467976,0.26153081049040156,Iris-setosa
+19,5.108947717046549,3.054069940153384,4.899491568941291,0.26153080980041365,Iris-setosa
+20,6.179366488852796,3.0540000000894643,4.899536159664597,1.6654301258982283,Iris-virginica
+21,6.179366489334208,3.054000012002238,4.937400723000315,1.6790062744590577,Iris-virginica
+22,5.108947716391443,3.065271544360628,1.5100228398943234,0.2615308090526359,Iris-setosa
+23,5.108947716532767,3.0991923543270743,1.510024447795693,0.2615308112614545,Iris-setosa
+24,6.179366488946045,3.0540000001222203,4.899515896270517,1.6654289579796215,Iris-virginica
+25,6.179366493515411,3.054000047714316,4.8994918429391685,1.6654275416246909,Iris-versicolor
+26,6.179366488980682,3.05400000059698,4.902927362353405,1.6658992440762954,Iris-virginica
+27,5.108947716788165,3.0549416754834087,1.5100226668439536,0.26153080967957093,Iris-setosa
+28,6.179366492290057,3.054000010968214,4.899512654943218,1.6654312147590633,Iris-versicolor
+29,5.108947716441689,3.085537529150565,1.5100236761086145,0.26153081005658185,Iris-setosa
+30,6.179366488931283,3.0540000001136294,4.900297848489806,1.6654827901135256,Iris-virginica
+31,5.108947716950266,3.054381317177811,1.5100225176492081,0.26153080881836716,Iris-setosa
+0,6.179366488924149,3.05400000007568,4.900068714576127,1.6654603165827417,Iris-virginica
+1,5.108947716334917,3.0563007790888923,1.5100225041796937,0.2615308085688549,Iris-setosa
+2,6.17936648973257,3.0540000611601426,5.002179491176249,1.7241864628432002,Iris-virginica
+3,5.1089477166840265,3.0567468173510655,1.51002287213685,0.26153081019636826,Iris-setosa
+4,5.108947716619096,3.0619112605654224,1.5100230441815774,0.2615308098011867,Iris-setosa
+5,6.1793664896295075,3.054000103371128,4.899491310428464,1.6654274753733798,Iris-versicolor
+6,5.108947716404459,3.0734323919238533,1.5100231888376783,0.2615308096785515,Iris-setosa
+7,6.179366489309201,3.054000009224262,4.934184979157236,1.676758671188803,Iris-virginica
+8,6.179366492477306,3.0540000306685524,4.8995782048158665,1.665453309044019,Iris-virginica
+9,5.10894771641526,3.0648054266782614,1.5100228166005332,0.2615308089783788,Iris-setosa
+10,5.1089477163363926,3.056697049351294,1.510022514519281,0.2615308085944776,Iris-setosa
+11,5.108947716291786,3.054484913701221,1.5100224198673564,0.26153080845339916,Iris-setosa
+12,6.179366489009481,3.054000000421365,4.902247450110578,1.665752462599392,Iris-virginica
+13,5.108947716525831,3.0848675676913673,1.5100241684566493,0.26153081178903415,Iris-setosa
+14,6.179366521556816,3.054065357772925,4.8995580373727226,0.261547539668349,Iris-setosa
+15,5.108947716480614,3.060429931873629,1.5100227187702646,0.26153080890601527,Iris-setosa
+16,5.108947716466019,3.0547634800119576,1.5100224636334203,0.2615308085212868,Iris-setosa
+17,6.179366488902135,3.054000000085704,4.90010106401414,1.6654652102194456,Iris-virginica
+18,6.179366489056246,3.0540000006847934,4.9004200582758175,1.66555370361354,Iris-virginica
+19,6.179366489192995,3.0540000020128577,4.908952732132329,1.6673128135385173,Iris-virginica
+20,5.108947716369895,3.074723466906911,1.5100231995209399,0.2615308095984744,Iris-setosa
+21,5.108947716882764,3.06471477900022,1.5100240353667511,0.26153081400309425,Iris-setosa
+22,6.179366490179306,3.0540000013853748,4.899500229930558,1.6654283788972697,Iris-versicolor
+23,6.179366489291756,3.054000003887604,4.9039727812208325,1.6666187428005088,Iris-virginica
+24,6.179366489759052,3.0540000657712643,4.977075524495138,1.7166645301631502,Iris-virginica
+25,5.108947716644049,3.0559460479647664,1.5100226457830215,0.26153080908227644,Iris-setosa
+26,6.179366488916901,3.0540000005331858,4.901675886016748,1.6657365327022216,Iris-virginica
+27,6.179366503743441,3.054094607544706,4.8995093974006885,0.261532419867951,Iris-setosa
+28,6.179366492977587,3.054030311288323,4.899493155092324,0.2615308610496864,Iris-setosa
+29,6.179366489408937,3.054000000440174,4.899520393848518,1.6654299084543578,Iris-versicolor
+30,6.179366503343707,3.056257136802454,1.510060183130145,0.2615349689619184,Iris-setosa
+31,6.179366489667198,3.054000051701906,4.981825998678436,1.7135429619998812,Iris-virginica
+0,5.108947716750661,3.061270049711103,1.5100230816114766,0.2615308099353187,Iris-setosa
+1,5.108947716602677,3.054034766529793,4.89949137000878,0.2615308086801882,Iris-setosa
+2,5.108947716510255,3.1063703798857865,1.5100247982767305,0.26153081176434084,Iris-setosa
+3,6.17936648894836,3.054000000740571,4.902239147911848,1.665858427895068,Iris-virginica
+4,5.108947716332692,3.069149652171442,1.5100229476311358,0.261530809244902,Iris-setosa
+5,5.108947716294258,3.055541010727944,1.5100224578241257,0.2615308085026218,Iris-setosa
+6,6.179366490054722,3.05400005350522,4.951024996160521,1.694107472767039,Iris-virginica
+7,6.179366489172219,3.054000003176603,4.913254591328336,1.6687288910623146,Iris-virginica
+8,6.179366489772213,3.0540000062437453,4.902253860453883,1.6662428459631429,Iris-virginica
+9,5.108947717852808,3.067823790220261,1.5100266392734873,0.26153082874140887,Iris-setosa
+10,6.179366488823012,3.0540000002558236,4.900119058820789,1.665498901355508,Iris-virginica
+11,6.179366488916029,3.0540000001300944,4.900412129132763,1.6654957656986535,Iris-virginica
+12,5.108947716485101,3.0877904618703234,1.510023849246278,0.26153081047017185,Iris-setosa
+13,6.1793665726562015,3.0540775513496854,4.91052904459887,1.6870917943397947,Iris-virginica
+14,6.179366492703575,3.0540000678338344,4.9049832161033065,1.6683752644740486,Iris-virginica
+15,6.17936648906919,3.0540000011605573,4.902414771346531,1.665936284094974,Iris-virginica
+16,6.1793664889034075,3.0540000002813157,4.9007769915572394,1.6655631969742781,Iris-virginica
+17,6.179366489162473,3.0540000034163413,4.905624892972835,1.6670074977484226,Iris-virginica
+18,5.10894771636347,3.0711521969624163,1.5100230476402259,0.26153080926411654,Iris-setosa
+19,5.1089477163643595,3.0542924142162247,1.5100224298573837,0.26153080851151805,Iris-setosa
+20,6.179366489080961,3.05400000058483,4.903171250873149,1.665891738906712,Iris-virginica
+21,6.1793664889794275,3.0540000005047165,4.900171220759207,1.6655136512496749,Iris-virginica
+22,5.108947717476082,3.0540943146036965,4.899491515549017,0.26153080901693193,Iris-setosa
+23,6.179366497872989,3.0540001544140387,4.903121130090596,1.6675092345540063,Iris-virginica
diff --git a/iris/lct_gan/2/9/test.csv b/iris/lct_gan/2/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/train.csv b/iris/lct_gan/2/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/9/val.csv b/iris/lct_gan/2/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/ae_state.json b/iris/lct_gan/2/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e093055204fdd4b8c30686b12824858d31ce6200
--- /dev/null
+++ b/iris/lct_gan/2/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4be3c2b01f12eb535ca3a9bb326aae753684a7e2c9aef913b047c459eecc745b
+size 93711
diff --git a/iris/lct_gan/2/d_state.json b/iris/lct_gan/2/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea42a3dfcb0d1ee78ade425cdf5ccf6fece4b8c1
--- /dev/null
+++ b/iris/lct_gan/2/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d76d8ece52ea881e4b77cb22b5f71adf3ea334b158d082907ea3118a1e67af26
+size 10583
diff --git a/iris/lct_gan/2/g_state.json b/iris/lct_gan/2/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0593a647416bfdf60eab2c3e823c1dc0fa77524
--- /dev/null
+++ b/iris/lct_gan/2/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:424a5243f3ad11c8bd13c75f272a124ac4b9a14267b73f2bacd63156497921c3
+size 17988
diff --git a/iris/lct_gan/2/lct_gan_eval.ipynb b/iris/lct_gan/2/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b98c8907c14647c80b807b24a1c8663e4ffdaf5b
--- /dev/null
+++ b/iris/lct_gan/2/lct_gan_eval.ipynb
@@ -0,0 +1,2175 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "393614a6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:39.021213Z",
+     "iopub.status.busy": "2024-07-29T07:22:39.020165Z",
+     "iopub.status.idle": "2024-07-29T07:22:50.918125Z",
+     "shell.execute_reply": "2024-07-29T07:22:50.917149Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 11.912166,
+     "end_time": "2024-07-29T07:22:50.920626",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:39.008460",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 47%\r",
+      "\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"
+     ]
+    },
+    {
+     "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... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 85%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 91 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "0ff3ed92",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:50.945396Z",
+     "iopub.status.busy": "2024-07-29T07:22:50.944416Z",
+     "iopub.status.idle": "2024-07-29T07:22:50.952357Z",
+     "shell.execute_reply": "2024-07-29T07:22:50.951572Z"
+    },
+    "papermill": {
+     "duration": 0.022478,
+     "end_time": "2024-07-29T07:22:50.954318",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:50.931840",
+     "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": "31e3c623",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009815,
+     "end_time": "2024-07-29T07:22:50.974339",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:50.964524",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d6814d4a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:50.995247Z",
+     "iopub.status.busy": "2024-07-29T07:22:50.994944Z",
+     "iopub.status.idle": "2024-07-29T07:22:50.999156Z",
+     "shell.execute_reply": "2024-07-29T07:22:50.998322Z"
+    },
+    "papermill": {
+     "duration": 0.016913,
+     "end_time": "2024-07-29T07:22:51.000981",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:50.984068",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "10f30bdc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:51.021865Z",
+     "iopub.status.busy": "2024-07-29T07:22:51.021617Z",
+     "iopub.status.idle": "2024-07-29T07:22:51.028490Z",
+     "shell.execute_reply": "2024-07-29T07:22:51.027643Z"
+    },
+    "papermill": {
+     "duration": 0.019521,
+     "end_time": "2024-07-29T07:22:51.030340",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:51.010819",
+     "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": "9cd3796a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:51.053361Z",
+     "iopub.status.busy": "2024-07-29T07:22:51.052596Z",
+     "iopub.status.idle": "2024-07-29T07:22:51.058390Z",
+     "shell.execute_reply": "2024-07-29T07:22:51.057571Z"
+    },
+    "papermill": {
+     "duration": 0.019309,
+     "end_time": "2024-07-29T07:22:51.060291",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:51.040982",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 2\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/2\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "80ce3318",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:51.081218Z",
+     "iopub.status.busy": "2024-07-29T07:22:51.080938Z",
+     "iopub.status.idle": "2024-07-29T07:22:51.086266Z",
+     "shell.execute_reply": "2024-07-29T07:22:51.085421Z"
+    },
+    "papermill": {
+     "duration": 0.018077,
+     "end_time": "2024-07-29T07:22:51.088282",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:51.070205",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "27482d36",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:51.109579Z",
+     "iopub.status.busy": "2024-07-29T07:22:51.109340Z",
+     "iopub.status.idle": "2024-07-29T07:22:52.108975Z",
+     "shell.execute_reply": "2024-07-29T07:22:52.108068Z"
+    },
+    "papermill": {
+     "duration": 1.012896,
+     "end_time": "2024-07-29T07:22:52.111256",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:51.098360",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "4d40b8b9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:52.134303Z",
+     "iopub.status.busy": "2024-07-29T07:22:52.133941Z",
+     "iopub.status.idle": "2024-07-29T07:22:53.124036Z",
+     "shell.execute_reply": "2024-07-29T07:22:53.122831Z"
+    },
+    "papermill": {
+     "duration": 1.004241,
+     "end_time": "2024-07-29T07:22:53.126188",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:52.121947",
+     "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": "784ec2e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:53.151297Z",
+     "iopub.status.busy": "2024-07-29T07:22:53.150945Z",
+     "iopub.status.idle": "2024-07-29T07:22:53.160674Z",
+     "shell.execute_reply": "2024-07-29T07:22:53.159692Z"
+    },
+    "papermill": {
+     "duration": 0.024456,
+     "end_time": "2024-07-29T07:22:53.162693",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:53.138237",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/2\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "37c54a23",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:53.185142Z",
+     "iopub.status.busy": "2024-07-29T07:22:53.184852Z",
+     "iopub.status.idle": "2024-07-29T07:22:53.557566Z",
+     "shell.execute_reply": "2024-07-29T07:22:53.555930Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.388454,
+     "end_time": "2024-07-29T07:22:53.561764",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:53.173310",
+     "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": "1fe9b386",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:53.592364Z",
+     "iopub.status.busy": "2024-07-29T07:22:53.591878Z",
+     "iopub.status.idle": "2024-07-29T07:22:55.204874Z",
+     "shell.execute_reply": "2024-07-29T07:22:55.204041Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.632805,
+     "end_time": "2024-07-29T07:22:55.207296",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:53.574491",
+     "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": "83ce0c20",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:55.231242Z",
+     "iopub.status.busy": "2024-07-29T07:22:55.230813Z",
+     "iopub.status.idle": "2024-07-29T07:22:55.238724Z",
+     "shell.execute_reply": "2024-07-29T07:22:55.237960Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022014,
+     "end_time": "2024-07-29T07:22:55.240671",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:55.218657",
+     "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": "589087ce",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:55.265604Z",
+     "iopub.status.busy": "2024-07-29T07:22:55.265303Z",
+     "iopub.status.idle": "2024-07-29T07:22:55.269909Z",
+     "shell.execute_reply": "2024-07-29T07:22:55.269070Z"
+    },
+    "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": 0.019548,
+     "end_time": "2024-07-29T07:22:55.271892",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:55.252344",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "c7a58de9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:55.295946Z",
+     "iopub.status.busy": "2024-07-29T07:22:55.295661Z",
+     "iopub.status.idle": "2024-07-29T07:22:55.410858Z",
+     "shell.execute_reply": "2024-07-29T07:22:55.410029Z"
+    },
+    "papermill": {
+     "duration": 0.129376,
+     "end_time": "2024-07-29T07:22:55.413197",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:55.283821",
+     "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": "29a4266a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:55.439194Z",
+     "iopub.status.busy": "2024-07-29T07:22:55.438867Z",
+     "iopub.status.idle": "2024-07-29T07:22:59.734814Z",
+     "shell.execute_reply": "2024-07-29T07:22:59.733925Z"
+    },
+    "papermill": {
+     "duration": 4.3112,
+     "end_time": "2024-07-29T07:22:59.736930",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:55.425730",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-29 07:22:57.171300: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-29 07:22:57.171357: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-29 07:22:57.172910: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "ca6fd38e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:59.764115Z",
+     "iopub.status.busy": "2024-07-29T07:22:59.762978Z",
+     "iopub.status.idle": "2024-07-29T07:22:59.771019Z",
+     "shell.execute_reply": "2024-07-29T07:22:59.770143Z"
+    },
+    "papermill": {
+     "duration": 0.023516,
+     "end_time": "2024-07-29T07:22:59.773045",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:59.749529",
+     "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": "73fb44f3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:22:59.796880Z",
+     "iopub.status.busy": "2024-07-29T07:22:59.796603Z",
+     "iopub.status.idle": "2024-07-29T07:23:02.568172Z",
+     "shell.execute_reply": "2024-07-29T07:23:02.567027Z"
+    },
+    "papermill": {
+     "duration": 2.786461,
+     "end_time": "2024-07-29T07:23:02.570746",
+     "exception": false,
+     "start_time": "2024-07-29T07:22:59.784285",
+     "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": "f7fec57d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:02.601479Z",
+     "iopub.status.busy": "2024-07-29T07:23:02.601133Z",
+     "iopub.status.idle": "2024-07-29T07:23:02.607419Z",
+     "shell.execute_reply": "2024-07-29T07:23:02.606545Z"
+    },
+    "papermill": {
+     "duration": 0.024844,
+     "end_time": "2024-07-29T07:23:02.609476",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:02.584632",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "f6e8f592",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:02.635471Z",
+     "iopub.status.busy": "2024-07-29T07:23:02.635173Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.153488Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.152705Z"
+    },
+    "papermill": {
+     "duration": 0.533921,
+     "end_time": "2024-07-29T07:23:03.155858",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:02.621937",
+     "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": "634366cc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.183449Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.183114Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.203100Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.202189Z"
+    },
+    "papermill": {
+     "duration": 0.036086,
+     "end_time": "2024-07-29T07:23:03.205058",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.168972",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "a9c0673b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.231050Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.230718Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.322413Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.321392Z"
+    },
+    "papermill": {
+     "duration": 0.107462,
+     "end_time": "2024-07-29T07:23:03.324608",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.217146",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7dd2d50c0ca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7dd2d50c0ca0>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "b7cf0351",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.353762Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.352889Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.371408Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.370621Z"
+    },
+    "papermill": {
+     "duration": 0.035462,
+     "end_time": "2024-07-29T07:23:03.373423",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.337961",
+     "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": "acc23bf1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.400333Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.399672Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.403810Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.402935Z"
+    },
+    "papermill": {
+     "duration": 0.019461,
+     "end_time": "2024-07-29T07:23:03.405736",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.386275",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "445305a3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.434793Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.434250Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.677563Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.676704Z"
+    },
+    "papermill": {
+     "duration": 0.261387,
+     "end_time": "2024-07-29T07:23:03.680201",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.418814",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "cb30d90c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:03.710591Z",
+     "iopub.status.busy": "2024-07-29T07:23:03.709825Z",
+     "iopub.status.idle": "2024-07-29T07:23:03.973751Z",
+     "shell.execute_reply": "2024-07-29T07:23:03.972771Z"
+    },
+    "papermill": {
+     "duration": 0.280533,
+     "end_time": "2024-07-29T07:23:03.975767",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.695234",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "b53f1874",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:04.003773Z",
+     "iopub.status.busy": "2024-07-29T07:23:04.003441Z",
+     "iopub.status.idle": "2024-07-29T07:23:04.010311Z",
+     "shell.execute_reply": "2024-07-29T07:23:04.009462Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.022958,
+     "end_time": "2024-07-29T07:23:04.012228",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:03.989270",
+     "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": "056ea750",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:04.039362Z",
+     "iopub.status.busy": "2024-07-29T07:23:04.039046Z",
+     "iopub.status.idle": "2024-07-29T07:23:21.057571Z",
+     "shell.execute_reply": "2024-07-29T07:23:21.056751Z"
+    },
+    "papermill": {
+     "duration": 17.03494,
+     "end_time": "2024-07-29T07:23:21.060058",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:04.025118",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6519650220870972\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4388227164745331\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.34994035959243774\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "ea0ee23a",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:23:21.090032Z",
+     "iopub.status.busy": "2024-07-29T07:23:21.089680Z",
+     "iopub.status.idle": "2024-07-29T07:24:10.609111Z",
+     "shell.execute_reply": "2024-07-29T07:24:10.608162Z"
+    },
+    "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": 49.536726,
+     "end_time": "2024-07-29T07:24:10.611237",
+     "exception": false,
+     "start_time": "2024-07-29T07:23:21.074511",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.008634] [G loss: -0.517761]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7587218284606934\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.725377082824707\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7305706143379211\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7060193419456482\n",
+      "[Epoch 20/179] [D loss: -0.026836] [G loss: -0.513516]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.048011] [G loss: -0.510150]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8024424314498901\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7587974071502686\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7259280681610107\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7255077362060547\n",
+      "[Epoch 40/179] [D loss: -0.078368] [G loss: -0.504373]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6663593649864197\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7596018314361572\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.709895670413971\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6710246801376343\n",
+      "[Epoch 50/179] [D loss: -0.105039] [G loss: -0.494304]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.150839] [G loss: -0.481785]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6158274412155151\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6014600396156311\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7010825276374817\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6570219993591309\n",
+      "[Epoch 70/179] [D loss: -0.183088] [G loss: -0.481670]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6032289862632751\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5772150158882141\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.55409175157547\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6891682147979736\n",
+      "[Epoch 80/179] [D loss: -0.187221] [G loss: -0.493404]\n",
+      "[Epoch 90/179] [D loss: -0.231749] [G loss: -0.471952]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5416035652160645\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5308310985565186\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46754521131515503\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44813787937164307\n",
+      "[Epoch 100/179] [D loss: -0.269270] [G loss: -0.434436]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.249722] [G loss: -0.443884]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5440157055854797\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47091445326805115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4766847789287567\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43724489212036133\n",
+      "[Epoch 120/179] [D loss: -0.222735] [G loss: -0.491221]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43600404262542725\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5477273464202881\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4848354160785675\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48698586225509644\n",
+      "[Epoch 130/179] [D loss: -0.188169] [G loss: -0.512514]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.193599] [G loss: -0.506473]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43939870595932007\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43825653195381165\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5246303081512451\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4770037829875946\n",
+      "[Epoch 150/179] [D loss: -0.232199] [G loss: -0.485348]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4436269700527191\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44277045130729675\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4333704710006714\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5237994194030762\n",
+      "[Epoch 160/179] [D loss: -0.279852] [G loss: -0.432186]\n",
+      "[Epoch 170/179] [D loss: -0.347763] [G loss: -0.356361]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47013625502586365\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44041213393211365\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4273945093154907\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.397338330745697\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": "24fa8125",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:10.650182Z",
+     "iopub.status.busy": "2024-07-29T07:24:10.649269Z",
+     "iopub.status.idle": "2024-07-29T07:24:10.677755Z",
+     "shell.execute_reply": "2024-07-29T07:24:10.676710Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.050624,
+     "end_time": "2024-07-29T07:24:10.679949",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:10.629325",
+     "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": "b4cfb486",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:10.717422Z",
+     "iopub.status.busy": "2024-07-29T07:24:10.717155Z",
+     "iopub.status.idle": "2024-07-29T07:24:11.675975Z",
+     "shell.execute_reply": "2024-07-29T07:24:11.675146Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.980195,
+     "end_time": "2024-07-29T07:24:11.678474",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:10.698279",
+     "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": "964c5154",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.01789,
+     "end_time": "2024-07-29T07:24:11.716539",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:11.698649",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 96.01344,
+   "end_time": "2024-07-29T07:24:13.562679",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 2,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/2",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-29T07:22:37.549239",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/2/mlu_log_ae.csv b/iris/lct_gan/2/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b5b1926431d9566468597c06350e326fcab77a4
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.6226444244384766,,,,,,
+lct_ae,1,3.5151264667510986,,,,,,
+lct_ae,2,3.6067116260528564,,,,,,
+lct_ae,3,3.6474599838256836,,,,,,
+lct_ae,4,3.5838654041290283,,,,,,
+lct_ae,5,3.4213595390319824,,,,,,
+lct_ae,6,3.51076602935791,,,,,,
+lct_ae,7,3.4128189086914062,,,,,,
+lct_ae,8,3.0488693714141846,,,,,,
+lct_ae,9,2.904839515686035,,,,,,
+lct_ae,10,2.8427066802978516,,,,,,
+lct_ae,11,2.640402317047119,,,,,,
+lct_ae,12,2.8957536220550537,,,,,,
+lct_ae,13,2.289438247680664,,,,,,
+lct_ae,14,2.4156031608581543,,,,,,
+lct_ae,15,2.0372745990753174,,,,,,
+lct_ae,16,2.3614137172698975,,,,,,
+lct_ae,17,2.3333640098571777,,,,,,
+lct_ae,18,2.4075231552124023,,,,,,
+lct_ae,19,2.170011281967163,,,,,,
+lct_ae,20,2.1572489738464355,,,,,,
+lct_ae,21,2.1064443588256836,,,,,,
+lct_ae,22,1.7338926792144775,,,,,,
+lct_ae,23,1.7371175289154053,,,,,,
+lct_ae,24,1.7465465068817139,,,,,,
+lct_ae,25,1.59981369972229,,,,,,
+lct_ae,26,1.7228660583496094,,,,,,
+lct_ae,27,1.5552321672439575,,,,,,
+lct_ae,28,1.370986819267273,,,,,,
+lct_ae,29,1.202570915222168,,,,,,
+lct_ae,30,1.1417555809020996,,,,,,
+lct_ae,31,0.9637932777404785,0.0,0.0,0.0,0.8989089727401733,0.6519650220870972,1.0394351482391357
+lct_ae,32,1.0604071617126465,,,,,,
+lct_ae,33,0.8143001198768616,,,,,,
+lct_ae,34,0.996631383895874,,,,,,
+lct_ae,35,0.8138716220855713,,,,,,
+lct_ae,36,0.7906457185745239,,,,,,
+lct_ae,37,0.8089411854743958,,,,,,
+lct_ae,38,0.6362102031707764,,,,,,
+lct_ae,39,0.6197658777236938,,,,,,
+lct_ae,40,0.7475725412368774,,,,,,
+lct_ae,41,0.5976592302322388,,,,,,
+lct_ae,42,0.6488405466079712,,,,,,
+lct_ae,43,0.39975589513778687,,,,,,
+lct_ae,44,0.4873921871185303,,,,,,
+lct_ae,45,0.4425405263900757,,,,,,
+lct_ae,46,0.431455135345459,,,,,,
+lct_ae,47,0.6775161027908325,,,,,,
+lct_ae,48,0.7225335836410522,,,,,,
+lct_ae,49,0.6904870867729187,,,,,,
+lct_ae,50,0.5136860013008118,,,,,,
+lct_ae,51,0.46027153730392456,,,,,,
+lct_ae,52,0.4261617064476013,,,,,,
+lct_ae,53,0.49625521898269653,,,,,,
+lct_ae,54,0.4432133436203003,,,,,,
+lct_ae,55,0.6075282096862793,,,,,,
+lct_ae,56,0.5839322209358215,,,,,,
+lct_ae,57,0.4570068418979645,,,,,,
+lct_ae,58,0.3208654522895813,,,,,,
+lct_ae,59,0.4902121126651764,,,,,,
+lct_ae,60,0.5039819478988647,,,,,,
+lct_ae,61,0.27271318435668945,,,,,,
+lct_ae,62,0.32314518094062805,,,,,,
+lct_ae,63,0.4034770727157593,1.0,1.0,0.0,0.5225207805633545,0.4388227164745331,0.39872345328330994
+lct_ae,64,0.508700430393219,,,,,,
+lct_ae,65,0.42416098713874817,,,,,,
+lct_ae,66,0.19268564879894257,,,,,,
+lct_ae,67,0.3253536522388458,,,,,,
+lct_ae,68,0.49110400676727295,,,,,,
+lct_ae,69,0.3340120315551758,,,,,,
+lct_ae,70,0.3424016535282135,,,,,,
+lct_ae,71,0.2619941830635071,,,,,,
+lct_ae,72,0.3411442041397095,,,,,,
+lct_ae,73,0.44758135080337524,,,,,,
+lct_ae,74,0.24836117029190063,,,,,,
+lct_ae,75,0.3479612469673157,,,,,,
+lct_ae,76,0.1795373409986496,,,,,,
+lct_ae,77,0.2503747344017029,,,,,,
+lct_ae,78,0.5407365560531616,,,,,,
+lct_ae,79,0.21533186733722687,,,,,,
+lct_ae,80,0.2805454730987549,,,,,,
+lct_ae,81,0.19936062395572662,,,,,,
+lct_ae,82,0.20000267028808594,,,,,,
+lct_ae,83,0.2265695184469223,,,,,,
+lct_ae,84,0.2937551736831665,,,,,,
+lct_ae,85,0.30546683073043823,,,,,,
+lct_ae,86,0.24248608946800232,,,,,,
+lct_ae,87,0.21875113248825073,,,,,,
+lct_ae,88,0.3137568235397339,,,,,,
+lct_ae,89,0.14756937325000763,,,,,,
+lct_ae,90,0.22738996148109436,,,,,,
+lct_ae,91,0.29706400632858276,,,,,,
+lct_ae,92,0.1421658992767334,,,,,,
+lct_ae,93,0.14969602227210999,,,,,,
+lct_ae,94,0.3095039427280426,,,,,,
+lct_ae,95,0.27691519260406494,2.0,2.0,0.0,0.2968871295452118,0.34994035959243774,0.1840701699256897
+lct_ae,96,0.3152522146701813,,,,,,
+lct_ae,97,0.29921162128448486,,,,,,
+lct_ae,98,0.4233282506465912,,,,,,
+lct_ae,99,0.33213913440704346,,,,,,
+lct_ae,100,0.30773892998695374,,,,,,
+lct_ae,101,0.5083964467048645,,,,,,
+lct_ae,102,0.20432215929031372,,,,,,
+lct_ae,103,0.18329963088035583,,,,,,
+lct_ae,104,0.26194095611572266,,,,,,
+lct_ae,105,0.2776152789592743,,,,,,
+lct_ae,106,0.25450485944747925,,,,,,
+lct_ae,107,0.2898437976837158,,,,,,
+lct_ae,108,0.31030237674713135,,,,,,
+lct_ae,109,0.20645511150360107,,,,,,
+lct_ae,110,0.22160591185092926,,,,,,
+lct_ae,111,0.117964006960392,,,,,,
+lct_ae,112,0.21950605511665344,,,,,,
+lct_ae,113,0.15171808004379272,,,,,,
+lct_ae,114,0.3678434491157532,,,,,,
+lct_ae,115,0.25900983810424805,,,,,,
+lct_ae,116,0.23666074872016907,,,,,,
+lct_ae,117,0.2661241888999939,,,,,,
+lct_ae,118,0.2117772251367569,,,,,,
+lct_ae,119,0.2672896385192871,,,,,,
+lct_ae,120,0.1794762909412384,,,,,,
+lct_ae,121,0.18630969524383545,,,,,,
+lct_ae,122,0.3459448516368866,,,,,,
+lct_ae,123,0.24998965859413147,,,,,,
+lct_ae,124,0.4679478108882904,,,,,,
+lct_ae,125,0.23662781715393066,,,,,,
+lct_ae,126,0.1905013918876648,,,,,,
+lct_ae,127,0.3153896927833557,,,,,,
+lct_ae,128,0.3331337571144104,,,,,,
+lct_ae,129,0.33279478549957275,,,,,,
+lct_ae,130,0.2438073754310608,,,,,,
+lct_ae,131,0.2683659791946411,,,,,,
+lct_ae,132,0.429034948348999,,,,,,
+lct_ae,133,0.21113288402557373,,,,,,
+lct_ae,134,0.16371259093284607,,,,,,
+lct_ae,135,0.3812609910964966,,,,,,
+lct_ae,136,0.2818715572357178,,,,,,
+lct_ae,137,0.2889535427093506,,,,,,
+lct_ae,138,0.20680716633796692,,,,,,
+lct_ae,139,0.32998478412628174,,,,,,
+lct_ae,140,0.28645050525665283,,,,,,
+lct_ae,141,0.2978338599205017,,,,,,
+lct_ae,142,0.2385464608669281,,,,,,
+lct_ae,143,0.33133822679519653,,,,,,
+lct_ae,144,0.31602683663368225,,,,,,
+lct_ae,145,0.15135395526885986,,,,,,
+lct_ae,146,0.2609235644340515,,,,,,
+lct_ae,147,0.35659122467041016,,,,,,
+lct_ae,148,0.18572565913200378,,,,,,
+lct_ae,149,0.2965856194496155,,,,,,
+lct_ae,150,0.3043711185455322,,,,,,
+lct_ae,151,0.2315918207168579,,,,,,
+lct_ae,152,0.23658061027526855,,,,,,
+lct_ae,153,0.23823665082454681,,,,,,
+lct_ae,154,0.23873354494571686,,,,,,
+lct_ae,155,0.2310279905796051,,,,,,
+lct_ae,156,0.3132973611354828,,,,,,
+lct_ae,157,0.28424543142318726,,,,,,
+lct_ae,158,0.30461186170578003,,,,,,
+lct_ae,159,0.2289612591266632,,,,,,
+lct_ae,160,0.2420385777950287,,,,,,
+lct_ae,161,0.3715111315250397,,,,,,
+lct_ae,162,0.3202863037586212,,,,,,
+lct_ae,163,0.266046404838562,,,,,,
+lct_ae,164,0.2533597946166992,,,,,,
+lct_ae,165,0.254996657371521,,,,,,
+lct_ae,166,0.18809005618095398,,,,,,
+lct_ae,167,0.22158217430114746,,,,,,
+lct_ae,168,0.28256866335868835,,,,,,
+lct_ae,169,0.23718836903572083,,,,,,
+lct_ae,170,0.20672288537025452,,,,,,
+lct_ae,171,0.14936882257461548,,,,,,
+lct_ae,172,0.19780361652374268,,,,,,
+lct_ae,173,0.2950723171234131,,,,,,
+lct_ae,174,0.1814412921667099,,,,,,
+lct_ae,175,0.16697098314762115,,,,,,
+lct_ae,176,0.1748420000076294,,,,,,
+lct_ae,177,0.18330062925815582,,,,,,
+lct_ae,178,0.2832329571247101,,,,,,
+lct_ae,179,0.13312068581581116,,,,,,
+lct_ae,180,0.2750277519226074,,,,,,
+lct_ae,181,0.334247887134552,,,,,,
+lct_ae,182,0.23849600553512573,,,,,,
+lct_ae,183,0.3564954996109009,,,,,,
+lct_ae,184,0.30237120389938354,,,,,,
+lct_ae,185,0.305489182472229,,,,,,
+lct_ae,186,0.19990737736225128,,,,,,
+lct_ae,187,0.16327232122421265,,,,,,
+lct_ae,188,0.2665773928165436,,,,,,
+lct_ae,189,0.2473507970571518,,,,,,
+lct_ae,190,0.17319154739379883,,,,,,
+lct_ae,191,0.2205960899591446,,,,,,
+lct_ae,192,0.14469502866268158,,,,,,
+lct_ae,193,0.17818021774291992,,,,,,
+lct_ae,194,0.17660969495773315,,,,,,
+lct_ae,195,0.431507408618927,,,,,,
+lct_ae,196,0.18950122594833374,,,,,,
+lct_ae,197,0.22420483827590942,,,,,,
+lct_ae,198,0.297515332698822,,,,,,
+lct_ae,199,0.37869662046432495,,,,,,
+lct_ae,200,0.17277365922927856,,,,,,
+lct_ae,201,0.1721659004688263,,,,,,
+lct_ae,202,0.25998225808143616,,,,,,
+lct_ae,203,0.17838791012763977,,,,,,
+lct_ae,204,0.22628992795944214,,,,,,
+lct_ae,205,0.34333837032318115,,,,,,
+lct_ae,206,0.32255175709724426,,,,,,
+lct_ae,207,0.08980715274810791,,,,,,
+lct_ae,208,0.2606789469718933,,,,,,
+lct_ae,209,0.20421239733695984,,,,,,
+lct_ae,210,0.2607157528400421,,,,,,
+lct_ae,211,0.21540945768356323,,,,,,
+lct_ae,212,0.20835603773593903,,,,,,
+lct_ae,213,0.25799834728240967,,,,,,
+lct_ae,214,0.26410403847694397,,,,,,
+lct_ae,215,0.2097512036561966,,,,,,
+lct_ae,216,0.2681348919868469,,,,,,
+lct_ae,217,0.236144557595253,,,,,,
+lct_ae,218,0.20734642446041107,,,,,,
+lct_ae,219,0.15893514454364777,,,,,,
+lct_ae,220,0.18594762682914734,,,,,,
+lct_ae,221,0.1525561511516571,,,,,,
+lct_ae,222,0.26830750703811646,,,,,,
+lct_ae,223,0.14441275596618652,,,,,,
+lct_ae,224,0.26456418633461,,,,,,
+lct_ae,225,0.31374305486679077,,,,,,
+lct_ae,226,0.1672779619693756,,,,,,
+lct_ae,227,0.1381029486656189,,,,,,
+lct_ae,228,0.21112295985221863,,,,,,
+lct_ae,229,0.13952435553073883,,,,,,
+lct_ae,230,0.2300107628107071,,,,,,
+lct_ae,231,0.18168431520462036,,,,,,
+lct_ae,232,0.2512636184692383,,,,,,
+lct_ae,233,0.16597263514995575,,,,,,
+lct_ae,234,0.21242663264274597,,,,,,
+lct_ae,235,0.20100414752960205,,,,,,
+lct_ae,236,0.25398123264312744,,,,,,
+lct_ae,237,0.17281776666641235,,,,,,
+lct_ae,238,0.31587594747543335,,,,,,
+lct_ae,239,0.1460191160440445,,,,,,
+lct_ae,240,0.2223503142595291,,,,,,
+lct_ae,241,0.2553635835647583,,,,,,
+lct_ae,242,0.25998952984809875,,,,,,
+lct_ae,243,0.1970548778772354,,,,,,
+lct_ae,244,0.12655672430992126,,,,,,
+lct_ae,245,0.20691795647144318,,,,,,
+lct_ae,246,0.2242312729358673,,,,,,
+lct_ae,247,0.19472765922546387,,,,,,
+lct_ae,248,0.165960893034935,,,,,,
+lct_ae,249,0.2756066918373108,,,,,,
+lct_ae,250,0.14533209800720215,,,,,,
+lct_ae,251,0.20004722476005554,,,,,,
+lct_ae,252,0.2650657296180725,,,,,,
+lct_ae,253,0.29781022667884827,,,,,,
+lct_ae,254,0.13132447004318237,,,,,,
+lct_ae,255,0.21463006734848022,,,,,,
+lct_ae,256,0.11334706097841263,,,,,,
+lct_ae,257,0.15153944492340088,,,,,,
+lct_ae,258,0.30565476417541504,,,,,,
+lct_ae,259,0.12132561951875687,,,,,,
+lct_ae,260,0.4071263074874878,,,,,,
+lct_ae,261,0.12860047817230225,,,,,,
+lct_ae,262,0.2021626979112625,,,,,,
+lct_ae,263,0.16260452568531036,,,,,,
+lct_ae,264,0.13696642220020294,,,,,,
+lct_ae,265,0.15668535232543945,,,,,,
+lct_ae,266,0.27553367614746094,,,,,,
+lct_ae,267,0.27313071489334106,,,,,,
+lct_ae,268,0.454292356967926,,,,,,
+lct_ae,269,0.11974217742681503,,,,,,
+lct_ae,270,0.3119153678417206,,,,,,
+lct_ae,271,0.3073362410068512,,,,,,
+lct_ae,272,0.22089579701423645,,,,,,
+lct_ae,273,0.13157328963279724,,,,,,
+lct_ae,274,0.25051161646842957,,,,,,
+lct_ae,275,0.4024764895439148,,,,,,
+lct_ae,276,0.4783911108970642,,,,,,
+lct_ae,277,0.22112494707107544,,,,,,
+lct_ae,278,0.295879602432251,,,,,,
+lct_ae,279,0.2022310346364975,,,,,,
+lct_ae,280,0.2181124985218048,,,,,,
+lct_ae,281,0.2246769666671753,,,,,,
+lct_ae,282,0.21041995286941528,,,,,,
+lct_ae,283,0.3764644265174866,,,,,,
+lct_ae,284,0.17224785685539246,,,,,,
+lct_ae,285,0.1990136206150055,,,,,,
+lct_ae,286,0.1497095823287964,,,,,,
+lct_ae,287,0.16069433093070984,,,,,,
+lct_ae,288,0.2168089747428894,,,,,,
+lct_ae,289,0.25244200229644775,,,,,,
+lct_ae,290,0.16011197865009308,,,,,,
+lct_ae,291,0.1998519003391266,,,,,,
+lct_ae,292,0.10102265328168869,,,,,,
+lct_ae,293,0.28554877638816833,,,,,,
+lct_ae,294,0.28452813625335693,,,,,,
+lct_ae,295,0.157019704580307,,,,,,
+lct_ae,296,0.14017781615257263,,,,,,
+lct_ae,297,0.28809165954589844,,,,,,
+lct_ae,298,0.3322478234767914,,,,,,
+lct_ae,299,0.14616160094738007,,,,,,
+lct_ae,300,0.19730480015277863,,,,,,
+lct_ae,301,0.20160417258739471,,,,,,
+lct_ae,302,0.3751906156539917,,,,,,
+lct_ae,303,0.1544598489999771,,,,,,
+lct_ae,304,0.33695459365844727,,,,,,
+lct_ae,305,0.1682126522064209,,,,,,
+lct_ae,306,0.3527745306491852,,,,,,
+lct_ae,307,0.18897977471351624,,,,,,
+lct_ae,308,0.23434847593307495,,,,,,
+lct_ae,309,0.34992873668670654,,,,,,
+lct_ae,310,0.23801973462104797,,,,,,
+lct_ae,311,0.15002724528312683,,,,,,
+lct_ae,312,0.2565758228302002,,,,,,
+lct_ae,313,0.16367417573928833,,,,,,
+lct_ae,314,0.1260884702205658,,,,,,
+lct_ae,315,0.17628520727157593,,,,,,
+lct_ae,316,0.180145263671875,,,,,,
+lct_ae,317,0.22243398427963257,,,,,,
+lct_ae,318,0.21800941228866577,,,,,,
+lct_ae,319,0.2687372863292694,,,,,,
+lct_ae,320,0.2368869185447693,,,,,,
+lct_ae,321,0.14784348011016846,,,,,,
+lct_ae,322,0.1206250935792923,,,,,,
+lct_ae,323,0.13206499814987183,,,,,,
+lct_ae,324,0.2713472545146942,,,,,,
+lct_ae,325,0.41654258966445923,,,,,,
+lct_ae,326,0.1743868887424469,,,,,,
+lct_ae,327,0.19185853004455566,,,,,,
+lct_ae,328,0.13131488859653473,,,,,,
+lct_ae,329,0.2664080560207367,,,,,,
+lct_ae,330,0.2706507444381714,,,,,,
+lct_ae,331,0.2656177282333374,,,,,,
+lct_ae,332,0.31324243545532227,,,,,,
+lct_ae,333,0.17696097493171692,,,,,,
+lct_ae,334,0.1809227019548416,,,,,,
+lct_ae,335,0.3749760389328003,,,,,,
+lct_ae,336,0.17831945419311523,,,,,,
+lct_ae,337,0.21870991587638855,,,,,,
+lct_ae,338,0.14196914434432983,,,,,,
+lct_ae,339,0.23338055610656738,,,,,,
+lct_ae,340,0.1288851797580719,,,,,,
+lct_ae,341,0.1600503772497177,,,,,,
+lct_ae,342,0.14045578241348267,,,,,,
+lct_ae,343,0.23823413252830505,,,,,,
+lct_ae,344,0.13935807347297668,,,,,,
+lct_ae,345,0.18781879544258118,,,,,,
+lct_ae,346,0.19475582242012024,,,,,,
+lct_ae,347,0.15683242678642273,,,,,,
+lct_ae,348,0.17436039447784424,,,,,,
+lct_ae,349,0.29261380434036255,,,,,,
+lct_ae,350,0.1581169068813324,,,,,,
+lct_ae,351,0.1946454644203186,,,,,,
+lct_ae,352,0.2217346578836441,,,,,,
+lct_ae,353,0.11429939419031143,,,,,,
+lct_ae,354,0.28678780794143677,,,,,,
+lct_ae,355,0.1366434097290039,,,,,,
+lct_ae,356,0.0836694985628128,,,,,,
+lct_ae,357,0.1486978381872177,,,,,,
+lct_ae,358,0.26455190777778625,,,,,,
+lct_ae,359,0.3330695629119873,,,,,,
+lct_ae,360,0.2505875825881958,,,,,,
+lct_ae,361,0.257149875164032,,,,,,
+lct_ae,362,0.13726821541786194,,,,,,
+lct_ae,363,0.12585918605327606,,,,,,
+lct_ae,364,0.4741670489311218,,,,,,
+lct_ae,365,0.1858033537864685,,,,,,
+lct_ae,366,0.2977481186389923,,,,,,
+lct_ae,367,0.3636099100112915,,,,,,
+lct_ae,368,0.23578333854675293,,,,,,
+lct_ae,369,0.24975624680519104,,,,,,
+lct_ae,370,0.10725481063127518,,,,,,
+lct_ae,371,0.21908286213874817,,,,,,
+lct_ae,372,0.24993900954723358,,,,,,
+lct_ae,373,0.2323462963104248,,,,,,
+lct_ae,374,0.29827845096588135,,,,,,
+lct_ae,375,0.20517846941947937,,,,,,
+lct_ae,376,0.2040739357471466,,,,,,
+lct_ae,377,0.1929917335510254,,,,,,
+lct_ae,378,0.2137172669172287,,,,,,
+lct_ae,379,0.29299962520599365,,,,,,
+lct_ae,380,0.2032890021800995,,,,,,
+lct_ae,381,0.1191701740026474,,,,,,
+lct_ae,382,0.3690004348754883,,,,,,
+lct_ae,383,0.15587061643600464,,,,,,
+lct_ae,384,0.21847611665725708,,,,,,
+lct_ae,385,0.25761842727661133,,,,,,
+lct_ae,386,0.19536884129047394,,,,,,
+lct_ae,387,0.2286963313817978,,,,,,
+lct_ae,388,0.2625509202480316,,,,,,
+lct_ae,389,0.2510363459587097,,,,,,
+lct_ae,390,0.2854938507080078,,,,,,
+lct_ae,391,0.2288956344127655,,,,,,
+lct_ae,392,0.19029690325260162,,,,,,
+lct_ae,393,0.1647225022315979,,,,,,
+lct_ae,394,0.15713605284690857,,,,,,
+lct_ae,395,0.21771034598350525,,,,,,
+lct_ae,396,0.26044440269470215,,,,,,
+lct_ae,397,0.20722052454948425,,,,,,
+lct_ae,398,0.14186620712280273,,,,,,
+lct_ae,399,0.132673442363739,,,,,,
+lct_ae,400,0.19112198054790497,,,,,,
+lct_ae,401,0.2734506130218506,,,,,,
+lct_ae,402,0.1931389421224594,,,,,,
+lct_ae,403,0.21029691398143768,,,,,,
+lct_ae,404,0.14620476961135864,,,,,,
+lct_ae,405,0.23872116208076477,,,,,,
+lct_ae,406,0.131285160779953,,,,,,
+lct_ae,407,0.22012722492218018,,,,,,
+lct_ae,408,0.19005624949932098,,,,,,
+lct_ae,409,0.40153053402900696,,,,,,
+lct_ae,410,0.1023867279291153,,,,,,
+lct_ae,411,0.30282527208328247,,,,,,
+lct_ae,412,0.4546462893486023,,,,,,
+lct_ae,413,0.20358678698539734,,,,,,
+lct_ae,414,0.2676151394844055,,,,,,
+lct_ae,415,0.25528910756111145,,,,,,
+lct_ae,416,0.28646671772003174,,,,,,
+lct_ae,417,0.18715360760688782,,,,,,
+lct_ae,418,0.19021445512771606,,,,,,
+lct_ae,419,0.25380030274391174,,,,,,
+lct_ae,420,0.18939319252967834,,,,,,
+lct_ae,421,0.19770583510398865,,,,,,
+lct_ae,422,0.2164125293493271,,,,,,
+lct_ae,423,0.2252895087003708,,,,,,
+lct_ae,424,0.21564112603664398,,,,,,
+lct_ae,425,0.19492006301879883,,,,,,
+lct_ae,426,0.13848876953125,,,,,,
+lct_ae,427,0.3363732397556305,,,,,,
+lct_ae,428,0.23453883826732635,,,,,,
+lct_ae,429,0.169024258852005,,,,,,
+lct_ae,430,0.21210144460201263,,,,,,
+lct_ae,431,0.13595108687877655,,,,,,
+lct_ae,432,0.18246424198150635,,,,,,
+lct_ae,433,0.19115397334098816,,,,,,
+lct_ae,434,0.19760388135910034,,,,,,
+lct_ae,435,0.37547096610069275,,,,,,
+lct_ae,436,0.42015716433525085,,,,,,
+lct_ae,437,0.24239547550678253,,,,,,
+lct_ae,438,0.33172887563705444,,,,,,
+lct_ae,439,0.2756715416908264,,,,,,
+lct_ae,440,0.23676249384880066,,,,,,
+lct_ae,441,0.18495559692382812,,,,,,
+lct_ae,442,0.18948067724704742,,,,,,
+lct_ae,443,0.23009511828422546,,,,,,
+lct_ae,444,0.3043263256549835,,,,,,
+lct_ae,445,0.24630144238471985,,,,,,
+lct_ae,446,0.1911727488040924,,,,,,
+lct_ae,447,0.15584760904312134,,,,,,
+lct_ae,448,0.2923808991909027,,,,,,
+lct_ae,449,0.23635771870613098,,,,,,
+lct_ae,450,0.284670889377594,,,,,,
+lct_ae,451,0.11154388636350632,,,,,,
+lct_ae,452,0.22245058417320251,,,,,,
+lct_ae,453,0.2780618667602539,,,,,,
+lct_ae,454,0.14243845641613007,,,,,,
+lct_ae,455,0.3869625926017761,,,,,,
+lct_ae,456,0.27200037240982056,,,,,,
+lct_ae,457,0.302141934633255,,,,,,
+lct_ae,458,0.26031672954559326,,,,,,
+lct_ae,459,0.19069230556488037,,,,,,
+lct_ae,460,0.2817413806915283,,,,,,
+lct_ae,461,0.1922643631696701,,,,,,
+lct_ae,462,0.19179248809814453,,,,,,
+lct_ae,463,0.18357715010643005,,,,,,
+lct_ae,464,0.20539279282093048,,,,,,
+lct_ae,465,0.23160512745380402,,,,,,
+lct_ae,466,0.16271743178367615,,,,,,
+lct_ae,467,0.44438761472702026,,,,,,
+lct_ae,468,0.12637248635292053,,,,,,
+lct_ae,469,0.3985082507133484,,,,,,
+lct_ae,470,0.23185846209526062,,,,,,
+lct_ae,471,0.2815608084201813,,,,,,
+lct_ae,472,0.21724992990493774,,,,,,
+lct_ae,473,0.2832508683204651,,,,,,
+lct_ae,474,0.21716882288455963,,,,,,
+lct_ae,475,0.25835901498794556,,,,,,
+lct_ae,476,0.24707061052322388,,,,,,
+lct_ae,477,0.23503118753433228,,,,,,
+lct_ae,478,0.17118725180625916,,,,,,
+lct_ae,479,0.23207417130470276,,,,,,
+lct_ae,480,0.2625107765197754,,,,,,
+lct_ae,481,0.22571250796318054,,,,,,
+lct_ae,482,0.351941853761673,,,,,,
+lct_ae,483,0.17586277425289154,,,,,,
+lct_ae,484,0.2026524841785431,,,,,,
+lct_ae,485,0.30894726514816284,,,,,,
+lct_ae,486,0.14947395026683807,,,,,,
+lct_ae,487,0.1931377500295639,,,,,,
+lct_ae,488,0.3152880072593689,,,,,,
+lct_ae,489,0.2650638222694397,,,,,,
+lct_ae,490,0.4106371998786926,,,,,,
+lct_ae,491,0.12762247025966644,,,,,,
+lct_ae,492,0.13750004768371582,,,,,,
+lct_ae,493,0.2472861409187317,,,,,,
+lct_ae,494,0.2631222605705261,,,,,,
+lct_ae,495,0.14596951007843018,,,,,,
+lct_ae,496,0.1856185346841812,,,,,,
+lct_ae,497,0.4150429368019104,,,,,,
+lct_ae,498,0.16109871864318848,,,,,,
+lct_ae,499,0.20631742477416992,,,,,,
+lct_ae,500,0.301973819732666,,,,,,
+lct_ae,501,0.16227880120277405,,,,,,
+lct_ae,502,0.2527993619441986,,,,,,
+lct_ae,503,0.20039629936218262,,,,,,
+lct_ae,504,0.2948418855667114,,,,,,
+lct_ae,505,0.26945558190345764,,,,,,
+lct_ae,506,0.19995787739753723,,,,,,
+lct_ae,507,0.31355050206184387,,,,,,
+lct_ae,508,0.3164385259151459,,,,,,
+lct_ae,509,0.13623295724391937,,,,,,
+lct_ae,510,0.2037522792816162,,,,,,
+lct_ae,511,0.2466241717338562,,,,,,
+lct_ae,512,0.22644220292568207,,,,,,
+lct_ae,513,0.16755518317222595,,,,,,
+lct_ae,514,0.25673285126686096,,,,,,
+lct_ae,515,0.2177238017320633,,,,,,
+lct_ae,516,0.3355987071990967,,,,,,
+lct_ae,517,0.3558700680732727,,,,,,
+lct_ae,518,0.2145637571811676,,,,,,
+lct_ae,519,0.2316020429134369,,,,,,
+lct_ae,520,0.45826616883277893,,,,,,
+lct_ae,521,0.1569509506225586,,,,,,
+lct_ae,522,0.18589964509010315,,,,,,
+lct_ae,523,0.23028048872947693,,,,,,
+lct_ae,524,0.28485530614852905,,,,,,
+lct_ae,525,0.26921752095222473,,,,,,
+lct_ae,526,0.29956015944480896,,,,,,
+lct_ae,527,0.1206398606300354,,,,,,
+lct_ae,528,0.2525447905063629,,,,,,
+lct_ae,529,0.23502802848815918,,,,,,
+lct_ae,530,0.10457807779312134,,,,,,
+lct_ae,531,0.22316639125347137,,,,,,
+lct_ae,532,0.24325639009475708,,,,,,
+lct_ae,533,0.3312644958496094,,,,,,
+lct_ae,534,0.3918658494949341,,,,,,
+lct_ae,535,0.201642245054245,,,,,,
+lct_ae,536,0.17049118876457214,,,,,,
+lct_ae,537,0.2915824353694916,,,,,,
+lct_ae,538,0.2048373520374298,,,,,,
+lct_ae,539,0.1970655620098114,,,,,,
+lct_ae,540,0.12364281713962555,,,,,,
+lct_ae,541,0.15342049300670624,,,,,,
+lct_ae,542,0.397604763507843,,,,,,
+lct_ae,543,0.26947021484375,,,,,,
+lct_ae,544,0.1598365306854248,,,,,,
+lct_ae,545,0.25566306710243225,,,,,,
+lct_ae,546,0.10368159413337708,,,,,,
+lct_ae,547,0.2482152283191681,,,,,,
+lct_ae,548,0.34110453724861145,,,,,,
+lct_ae,549,0.1600654274225235,,,,,,
+lct_ae,550,0.20539391040802002,,,,,,
+lct_ae,551,0.25212717056274414,,,,,,
+lct_ae,552,0.16657701134681702,,,,,,
+lct_ae,553,0.41046562790870667,,,,,,
+lct_ae,554,0.15741534531116486,,,,,,
+lct_ae,555,0.2187589406967163,,,,,,
+lct_ae,556,0.16428223252296448,,,,,,
+lct_ae,557,0.17003965377807617,,,,,,
+lct_ae,558,0.1235484778881073,,,,,,
+lct_ae,559,0.1966356337070465,,,,,,
+lct_ae,560,0.25031769275665283,,,,,,
+lct_ae,561,0.1939714550971985,,,,,,
+lct_ae,562,0.2637147307395935,,,,,,
+lct_ae,563,0.3135474920272827,,,,,,
+lct_ae,564,0.24067674577236176,,,,,,
+lct_ae,565,0.21878334879875183,,,,,,
+lct_ae,566,0.30347731709480286,,,,,,
+lct_ae,567,0.26663798093795776,,,,,,
+lct_ae,568,0.19504597783088684,,,,,,
+lct_ae,569,0.2484683096408844,,,,,,
+lct_ae,570,0.16192984580993652,,,,,,
+lct_ae,571,0.12331041693687439,,,,,,
+lct_ae,572,0.21478578448295593,,,,,,
+lct_ae,573,0.20289430022239685,,,,,,
+lct_ae,574,0.14879727363586426,,,,,,
+lct_ae,575,0.13541531562805176,,,,,,
+lct_ae,576,0.24173295497894287,,,,,,
+lct_ae,577,0.2238759696483612,,,,,,
+lct_ae,578,0.21315233409404755,,,,,,
+lct_ae,579,0.10839840024709702,,,,,,
+lct_ae,580,0.1533859223127365,,,,,,
+lct_ae,581,0.22754071652889252,,,,,,
+lct_ae,582,0.12314720451831818,,,,,,
+lct_ae,583,0.24607448279857635,,,,,,
+lct_ae,584,0.39368611574172974,,,,,,
+lct_ae,585,0.17618577182292938,,,,,,
+lct_ae,586,0.17859944701194763,,,,,,
+lct_ae,587,0.2843891382217407,,,,,,
+lct_ae,588,0.13377803564071655,,,,,,
+lct_ae,589,0.3492196798324585,,,,,,
+lct_ae,590,0.3865271210670471,,,,,,
+lct_ae,591,0.19651781022548676,,,,,,
+lct_ae,592,0.1581547111272812,,,,,,
+lct_ae,593,0.4073601961135864,,,,,,
+lct_ae,594,0.12497156858444214,,,,,,
+lct_ae,595,0.11519265174865723,,,,,,
+lct_ae,596,0.12977555394172668,,,,,,
+lct_ae,597,0.15129020810127258,,,,,,
+lct_ae,598,0.2314659059047699,,,,,,
+lct_ae,599,0.20002944767475128,,,,,,
+lct_ae,600,0.201650470495224,,,,,,
+lct_ae,601,0.27103719115257263,,,,,,
+lct_ae,602,0.20223671197891235,,,,,,
+lct_ae,603,0.2608356773853302,,,,,,
+lct_ae,604,0.3185924291610718,,,,,,
+lct_ae,605,0.19255954027175903,,,,,,
+lct_ae,606,0.2527645230293274,,,,,,
+lct_ae,607,0.30559200048446655,,,,,,
+lct_ae,608,0.15217918157577515,,,,,,
+lct_ae,609,0.12920907139778137,,,,,,
+lct_ae,610,0.16950154304504395,,,,,,
+lct_ae,611,0.15439283847808838,,,,,,
+lct_ae,612,0.23521441221237183,,,,,,
+lct_ae,613,0.30971747636795044,,,,,,
+lct_ae,614,0.22519627213478088,,,,,,
+lct_ae,615,0.2035306990146637,,,,,,
+lct_ae,616,0.29285866022109985,,,,,,
+lct_ae,617,0.24430662393569946,,,,,,
+lct_ae,618,0.2288314700126648,,,,,,
+lct_ae,619,0.18309232592582703,,,,,,
+lct_ae,620,0.12852144241333008,,,,,,
+lct_ae,621,0.12801627814769745,,,,,,
+lct_ae,622,0.22384822368621826,,,,,,
+lct_ae,623,0.1627751588821411,,,,,,
+lct_ae,624,0.25884392857551575,,,,,,
+lct_ae,625,0.2223532497882843,,,,,,
+lct_ae,626,0.19692851603031158,,,,,,
+lct_ae,627,0.2589348256587982,,,,,,
+lct_ae,628,0.1621500551700592,,,,,,
+lct_ae,629,0.29408061504364014,,,,,,
+lct_ae,630,0.20115438103675842,,,,,,
+lct_ae,631,0.32787927985191345,,,,,,
+lct_ae,632,0.334423303604126,,,,,,
+lct_ae,633,0.1964743435382843,,,,,,
+lct_ae,634,0.23178431391716003,,,,,,
+lct_ae,635,0.2014184296131134,,,,,,
+lct_ae,636,0.21954044699668884,,,,,,
+lct_ae,637,0.21932323276996613,,,,,,
+lct_ae,638,0.3672438859939575,,,,,,
+lct_ae,639,0.10817250609397888,,,,,,
+lct_ae,640,0.1450481414794922,,,,,,
+lct_ae,641,0.19913232326507568,,,,,,
+lct_ae,642,0.314738929271698,,,,,,
+lct_ae,643,0.20269179344177246,,,,,,
+lct_ae,644,0.2452070564031601,,,,,,
+lct_ae,645,0.19809792935848236,,,,,,
+lct_ae,646,0.13000436127185822,,,,,,
+lct_ae,647,0.17512552440166473,,,,,,
+lct_ae,648,0.33498045802116394,,,,,,
+lct_ae,649,0.2864958643913269,,,,,,
+lct_ae,650,0.27893903851509094,,,,,,
+lct_ae,651,0.1497734785079956,,,,,,
+lct_ae,652,0.15197530388832092,,,,,,
+lct_ae,653,0.12665890157222748,,,,,,
+lct_ae,654,0.28935033082962036,,,,,,
+lct_ae,655,0.17059050500392914,,,,,,
+lct_ae,656,0.10675380378961563,,,,,,
+lct_ae,657,0.34320685267448425,,,,,,
+lct_ae,658,0.13763609528541565,,,,,,
+lct_ae,659,0.09450630843639374,,,,,,
+lct_ae,660,0.20696017146110535,,,,,,
+lct_ae,661,0.16306985914707184,,,,,,
+lct_ae,662,0.1392086148262024,,,,,,
+lct_ae,663,0.164616197347641,,,,,,
+lct_ae,664,0.16535459458827972,,,,,,
+lct_ae,665,0.2697243094444275,,,,,,
+lct_ae,666,0.22461941838264465,,,,,,
+lct_ae,667,0.1853170543909073,,,,,,
+lct_ae,668,0.18646065890789032,,,,,,
+lct_ae,669,0.2772810459136963,,,,,,
+lct_ae,670,0.18903478980064392,,,,,,
+lct_ae,671,0.2538730800151825,,,,,,
+lct_ae,672,0.2859760820865631,,,,,,
+lct_ae,673,0.2073216438293457,,,,,,
+lct_ae,674,0.21599072217941284,,,,,,
+lct_ae,675,0.3200603723526001,,,,,,
+lct_ae,676,0.13545720279216766,,,,,,
+lct_ae,677,0.2260381281375885,,,,,,
+lct_ae,678,0.19978897273540497,,,,,,
+lct_ae,679,0.19426590204238892,,,,,,
+lct_ae,680,0.1920175403356552,,,,,,
+lct_ae,681,0.18568304181098938,,,,,,
+lct_ae,682,0.2343258410692215,,,,,,
+lct_ae,683,0.36378657817840576,,,,,,
+lct_ae,684,0.296511709690094,,,,,,
+lct_ae,685,0.24312140047550201,,,,,,
+lct_ae,686,0.4201253056526184,,,,,,
+lct_ae,687,0.18605047464370728,,,,,,
+lct_ae,688,0.08011530339717865,,,,,,
+lct_ae,689,0.190106600522995,,,,,,
+lct_ae,690,0.13909833133220673,,,,,,
+lct_ae,691,0.12371639907360077,,,,,,
+lct_ae,692,0.21802634000778198,,,,,,
+lct_ae,693,0.3440854549407959,,,,,,
+lct_ae,694,0.25270113348960876,,,,,,
+lct_ae,695,0.20278462767601013,,,,,,
+lct_ae,696,0.33427050709724426,,,,,,
+lct_ae,697,0.2138148695230484,,,,,,
+lct_ae,698,0.2530013918876648,,,,,,
+lct_ae,699,0.18652866780757904,,,,,,
+lct_ae,700,0.13749778270721436,,,,,,
+lct_ae,701,0.12105214595794678,,,,,,
+lct_ae,702,0.10637278854846954,,,,,,
+lct_ae,703,0.15079732239246368,,,,,,
+lct_ae,704,0.12252034991979599,,,,,,
+lct_ae,705,0.206217423081398,,,,,,
+lct_ae,706,0.14203424751758575,,,,,,
+lct_ae,707,0.12531059980392456,,,,,,
+lct_ae,708,0.21747681498527527,,,,,,
+lct_ae,709,0.3513636291027069,,,,,,
+lct_ae,710,0.1519772708415985,,,,,,
+lct_ae,711,0.18390318751335144,,,,,,
+lct_ae,712,0.4109047055244446,,,,,,
+lct_ae,713,0.3087009787559509,,,,,,
+lct_ae,714,0.233291357755661,,,,,,
+lct_ae,715,0.15312647819519043,,,,,,
+lct_ae,716,0.2749949097633362,,,,,,
+lct_ae,717,0.1739407777786255,,,,,,
+lct_ae,718,0.1576552540063858,,,,,,
+lct_ae,719,0.13732223212718964,,,,,,
+lct_ae,720,0.14494562149047852,,,,,,
+lct_ae,721,0.1317283809185028,,,,,,
+lct_ae,722,0.2599862217903137,,,,,,
+lct_ae,723,0.10412870347499847,,,,,,
+lct_ae,724,0.13619978725910187,,,,,,
+lct_ae,725,0.2186678647994995,,,,,,
+lct_ae,726,0.13151173293590546,,,,,,
+lct_ae,727,0.3254503309726715,,,,,,
+lct_ae,728,0.12304770201444626,,,,,,
+lct_ae,729,0.24699842929840088,,,,,,
+lct_ae,730,0.1560804843902588,,,,,,
+lct_ae,731,0.1618814766407013,,,,,,
+lct_ae,732,0.19948014616966248,,,,,,
+lct_ae,733,0.09752042591571808,,,,,,
+lct_ae,734,0.18837225437164307,,,,,,
+lct_ae,735,0.1293036937713623,,,,,,
+lct_ae,736,0.1835215985774994,,,,,,
+lct_ae,737,0.2444676160812378,,,,,,
+lct_ae,738,0.19721782207489014,,,,,,
+lct_ae,739,0.18144673109054565,,,,,,
+lct_ae,740,0.12581110000610352,,,,,,
+lct_ae,741,0.2458745837211609,,,,,,
+lct_ae,742,0.26802968978881836,,,,,,
+lct_ae,743,0.20448608696460724,,,,,,
+lct_ae,744,0.19463279843330383,,,,,,
+lct_ae,745,0.31505286693573,,,,,,
+lct_ae,746,0.1669403314590454,,,,,,
+lct_ae,747,0.2897590398788452,,,,,,
+lct_ae,748,0.19443464279174805,,,,,,
+lct_ae,749,0.351423442363739,,,,,,
+lct_ae,750,0.17778387665748596,,,,,,
+lct_ae,751,0.22870013117790222,,,,,,
+lct_ae,752,0.2541370093822479,,,,,,
+lct_ae,753,0.2012483775615692,,,,,,
+lct_ae,754,0.2646695673465729,,,,,,
+lct_ae,755,0.2693406045436859,,,,,,
+lct_ae,756,0.1387583315372467,,,,,,
+lct_ae,757,0.24066060781478882,,,,,,
+lct_ae,758,0.49179112911224365,,,,,,
+lct_ae,759,0.21672922372817993,,,,,,
+lct_ae,760,0.20804661512374878,,,,,,
+lct_ae,761,0.15206575393676758,,,,,,
+lct_ae,762,0.1855759620666504,,,,,,
+lct_ae,763,0.3350745141506195,,,,,,
+lct_ae,764,0.299358606338501,,,,,,
+lct_ae,765,0.1800011545419693,,,,,,
+lct_ae,766,0.21595066785812378,,,,,,
+lct_ae,767,0.2183111160993576,,,,,,
+lct_ae,768,0.1743209958076477,,,,,,
+lct_ae,769,0.2017727792263031,,,,,,
+lct_ae,770,0.19123047590255737,,,,,,
+lct_ae,771,0.4075285792350769,,,,,,
+lct_ae,772,0.25029927492141724,,,,,,
+lct_ae,773,0.15964184701442719,,,,,,
+lct_ae,774,0.20716698467731476,,,,,,
+lct_ae,775,0.17431294918060303,,,,,,
+lct_ae,776,0.14404815435409546,,,,,,
+lct_ae,777,0.2595806121826172,,,,,,
+lct_ae,778,0.25927573442459106,,,,,,
+lct_ae,779,0.24402108788490295,,,,,,
+lct_ae,780,0.20115414261817932,,,,,,
+lct_ae,781,0.21307183802127838,,,,,,
+lct_ae,782,0.2031150758266449,,,,,,
+lct_ae,783,0.18714639544487,,,,,,
+lct_ae,784,0.278510183095932,,,,,,
+lct_ae,785,0.10351286083459854,,,,,,
+lct_ae,786,0.2296653687953949,,,,,,
+lct_ae,787,0.2359582930803299,,,,,,
+lct_ae,788,0.21500016748905182,,,,,,
+lct_ae,789,0.20853601396083832,,,,,,
+lct_ae,790,0.14301809668540955,,,,,,
+lct_ae,791,0.14245907962322235,,,,,,
+lct_ae,792,0.17131313681602478,,,,,,
+lct_ae,793,0.23964476585388184,,,,,,
+lct_ae,794,0.16719037294387817,,,,,,
+lct_ae,795,0.27369871735572815,,,,,,
+lct_ae,796,0.1636834591627121,,,,,,
+lct_ae,797,0.1716991364955902,,,,,,
+lct_ae,798,0.13169720768928528,,,,,,
+lct_ae,799,0.19075897336006165,,,,,,
+lct_ae,800,0.25487571954727173,,,,,,
+lct_ae,801,0.14402446150779724,,,,,,
+lct_ae,802,0.19363152980804443,,,,,,
+lct_ae,803,0.20942887663841248,,,,,,
+lct_ae,804,0.10601958632469177,,,,,,
+lct_ae,805,0.19136475026607513,,,,,,
+lct_ae,806,0.11735203862190247,,,,,,
+lct_ae,807,0.1205354556441307,,,,,,
+lct_ae,808,0.1532401740550995,,,,,,
+lct_ae,809,0.11867405474185944,,,,,,
+lct_ae,810,0.34166544675827026,,,,,,
+lct_ae,811,0.17549170553684235,,,,,,
+lct_ae,812,0.13832086324691772,,,,,,
+lct_ae,813,0.33137571811676025,,,,,,
+lct_ae,814,0.265691876411438,,,,,,
+lct_ae,815,0.13623294234275818,,,,,,
+lct_ae,816,0.20639970898628235,,,,,,
+lct_ae,817,0.21360942721366882,,,,,,
+lct_ae,818,0.14433982968330383,,,,,,
+lct_ae,819,0.1961858570575714,,,,,,
+lct_ae,820,0.21097569167613983,,,,,,
+lct_ae,821,0.20691236853599548,,,,,,
+lct_ae,822,0.13342666625976562,,,,,,
+lct_ae,823,0.19804632663726807,,,,,,
+lct_ae,824,0.09900617599487305,,,,,,
+lct_ae,825,0.2112150490283966,,,,,,
+lct_ae,826,0.18907952308654785,,,,,,
+lct_ae,827,0.2616550922393799,,,,,,
+lct_ae,828,0.20912685990333557,,,,,,
+lct_ae,829,0.28438860177993774,,,,,,
+lct_ae,830,0.29476743936538696,,,,,,
+lct_ae,831,0.2812693417072296,,,,,,
+lct_ae,832,0.1771526038646698,,,,,,
+lct_ae,833,0.33033329248428345,,,,,,
+lct_ae,834,0.18312817811965942,,,,,,
+lct_ae,835,0.15022704005241394,,,,,,
+lct_ae,836,0.3141702711582184,,,,,,
+lct_ae,837,0.1533888727426529,,,,,,
+lct_ae,838,0.3154696226119995,,,,,,
+lct_ae,839,0.11743532866239548,,,,,,
+lct_ae,840,0.26448962092399597,,,,,,
+lct_ae,841,0.16255927085876465,,,,,,
+lct_ae,842,0.21563652157783508,,,,,,
+lct_ae,843,0.10601671040058136,,,,,,
+lct_ae,844,0.20530587434768677,,,,,,
+lct_ae,845,0.13036268949508667,,,,,,
+lct_ae,846,0.12160669267177582,,,,,,
+lct_ae,847,0.13337969779968262,,,,,,
+lct_ae,848,0.2393522411584854,,,,,,
+lct_ae,849,0.11432968825101852,,,,,,
+lct_ae,850,0.18145112693309784,,,,,,
+lct_ae,851,0.15151163935661316,,,,,,
+lct_ae,852,0.11249318718910217,,,,,,
+lct_ae,853,0.2651718258857727,,,,,,
+lct_ae,854,0.33701589703559875,,,,,,
+lct_ae,855,0.14689576625823975,,,,,,
+lct_ae,856,0.16019579768180847,,,,,,
+lct_ae,857,0.15227799117565155,,,,,,
+lct_ae,858,0.24366776645183563,,,,,,
+lct_ae,859,0.1416756510734558,,,,,,
+lct_ae,860,0.22246894240379333,,,,,,
+lct_ae,861,0.17432838678359985,,,,,,
+lct_ae,862,0.2745215892791748,,,,,,
+lct_ae,863,0.18432781100273132,,,,,,
+lct_ae,864,0.307280957698822,,,,,,
+lct_ae,865,0.22071442008018494,,,,,,
+lct_ae,866,0.3061961531639099,,,,,,
+lct_ae,867,0.1313473880290985,,,,,,
+lct_ae,868,0.19147256016731262,,,,,,
+lct_ae,869,0.302709698677063,,,,,,
+lct_ae,870,0.29245907068252563,,,,,,
+lct_ae,871,0.2685280740261078,,,,,,
+lct_ae,872,0.12139460444450378,,,,,,
+lct_ae,873,0.15886034071445465,,,,,,
+lct_ae,874,0.12554985284805298,,,,,,
+lct_ae,875,0.18744099140167236,,,,,,
+lct_ae,876,0.07929432392120361,,,,,,
+lct_ae,877,0.2810782492160797,,,,,,
+lct_ae,878,0.25591886043548584,,,,,,
+lct_ae,879,0.10859069228172302,,,,,,
+lct_ae,880,0.2770228385925293,,,,,,
+lct_ae,881,0.3088724911212921,,,,,,
+lct_ae,882,0.22055062651634216,,,,,,
+lct_ae,883,0.12133119255304337,,,,,,
+lct_ae,884,0.2554542124271393,,,,,,
+lct_ae,885,0.24661196768283844,,,,,,
+lct_ae,886,0.3161563277244568,,,,,,
+lct_ae,887,0.1627427339553833,,,,,,
+lct_ae,888,0.11707061529159546,,,,,,
+lct_ae,889,0.3042399287223816,,,,,,
+lct_ae,890,0.1168370321393013,,,,,,
+lct_ae,891,0.1375170350074768,,,,,,
+lct_ae,892,0.13767948746681213,,,,,,
+lct_ae,893,0.2594187557697296,,,,,,
+lct_ae,894,0.16111518442630768,,,,,,
+lct_ae,895,0.1771199107170105,,,,,,
+lct_ae,896,0.1549714207649231,,,,,,
+lct_ae,897,0.10432879626750946,,,,,,
+lct_ae,898,0.20413140952587128,,,,,,
+lct_ae,899,0.23230555653572083,,,,,,
+lct_ae,900,0.09878282248973846,,,,,,
+lct_ae,901,0.1327289342880249,,,,,,
+lct_ae,902,0.25358158349990845,,,,,,
+lct_ae,903,0.16867557168006897,,,,,,
+lct_ae,904,0.17467349767684937,,,,,,
+lct_ae,905,0.2615344524383545,,,,,,
+lct_ae,906,0.22271735966205597,,,,,,
+lct_ae,907,0.2314479649066925,,,,,,
+lct_ae,908,0.3063085079193115,,,,,,
+lct_ae,909,0.3043972849845886,,,,,,
+lct_ae,910,0.2126428633928299,,,,,,
+lct_ae,911,0.1911354959011078,,,,,,
+lct_ae,912,0.14578337967395782,,,,,,
+lct_ae,913,0.27223724126815796,,,,,,
+lct_ae,914,0.08772044628858566,,,,,,
+lct_ae,915,0.24471046030521393,,,,,,
+lct_ae,916,0.2969546318054199,,,,,,
+lct_ae,917,0.13024872541427612,,,,,,
+lct_ae,918,0.2371477484703064,,,,,,
+lct_ae,919,0.16421626508235931,,,,,,
+lct_ae,920,0.1537022590637207,,,,,,
+lct_ae,921,0.1357923150062561,,,,,,
+lct_ae,922,0.182937890291214,,,,,,
+lct_ae,923,0.10406862199306488,,,,,,
+lct_ae,924,0.16236376762390137,,,,,,
+lct_ae,925,0.1099625676870346,,,,,,
+lct_ae,926,0.2932002544403076,,,,,,
+lct_ae,927,0.13718892633914948,,,,,,
+lct_ae,928,0.24618831276893616,,,,,,
+lct_ae,929,0.1776105761528015,,,,,,
+lct_ae,930,0.14932285249233246,,,,,,
+lct_ae,931,0.2192186564207077,,,,,,
+lct_ae,932,0.17707587778568268,,,,,,
+lct_ae,933,0.4218205511569977,,,,,,
+lct_ae,934,0.0942230299115181,,,,,,
+lct_ae,935,0.17995712161064148,,,,,,
+lct_ae,936,0.2267143428325653,,,,,,
+lct_ae,937,0.23102417588233948,,,,,,
+lct_ae,938,0.1664244830608368,,,,,,
+lct_ae,939,0.14221200346946716,,,,,,
+lct_ae,940,0.1893589198589325,,,,,,
+lct_ae,941,0.21162092685699463,,,,,,
+lct_ae,942,0.3044774532318115,,,,,,
+lct_ae,943,0.306546151638031,,,,,,
+lct_ae,944,0.3540536165237427,,,,,,
+lct_ae,945,0.09154431521892548,,,,,,
+lct_ae,946,0.1601143628358841,,,,,,
+lct_ae,947,0.19737878441810608,,,,,,
+lct_ae,948,0.3797038793563843,,,,,,
+lct_ae,949,0.24498793482780457,,,,,,
+lct_ae,950,0.14203262329101562,,,,,,
+lct_ae,951,0.24693676829338074,,,,,,
+lct_ae,952,0.17630478739738464,,,,,,
+lct_ae,953,0.2892507314682007,,,,,,
+lct_ae,954,0.09758463501930237,,,,,,
+lct_ae,955,0.20280632376670837,,,,,,
+lct_ae,956,0.23383374512195587,,,,,,
+lct_ae,957,0.24758166074752808,,,,,,
+lct_ae,958,0.12202157825231552,,,,,,
+lct_ae,959,0.2489086091518402,,,,,,
+lct_ae,960,0.0975036695599556,,,,,,
+lct_ae,961,0.18471208214759827,,,,,,
+lct_ae,962,0.22836869955062866,,,,,,
+lct_ae,963,0.11163369566202164,,,,,,
+lct_ae,964,0.2575337588787079,,,,,,
+lct_ae,965,0.12029533088207245,,,,,,
+lct_ae,966,0.44554275274276733,,,,,,
+lct_ae,967,0.16986006498336792,,,,,,
+lct_ae,968,0.12470214068889618,,,,,,
+lct_ae,969,0.25351476669311523,,,,,,
+lct_ae,970,0.2353792041540146,,,,,,
+lct_ae,971,0.13959383964538574,,,,,,
+lct_ae,972,0.29801881313323975,,,,,,
+lct_ae,973,0.2787398099899292,,,,,,
+lct_ae,974,0.12517696619033813,,,,,,
+lct_ae,975,0.3568347692489624,,,,,,
+lct_ae,976,0.20231354236602783,,,,,,
+lct_ae,977,0.21943029761314392,,,,,,
+lct_ae,978,0.3296091854572296,,,,,,
+lct_ae,979,0.18850360810756683,,,,,,
+lct_ae,980,0.38203537464141846,,,,,,
+lct_ae,981,0.28502678871154785,,,,,,
+lct_ae,982,0.14727604389190674,,,,,,
+lct_ae,983,0.1051383912563324,,,,,,
+lct_ae,984,0.20086276531219482,,,,,,
+lct_ae,985,0.18693602085113525,,,,,,
+lct_ae,986,0.17465205490589142,,,,,,
+lct_ae,987,0.2686348855495453,,,,,,
diff --git a/iris/lct_gan/2/mlu_log_gan.csv b/iris/lct_gan/2/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..794b7a092b5682280cdae2161e01ca7b7a0a73ce
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_gan,0,-0.5177797079086304,,,,,,
+lct_gan,1,-0.5175008177757263,,,,,,
+lct_gan,2,-0.5162273645401001,,,,,,
+lct_gan,3,-0.5187410116195679,,,,,,
+lct_gan,4,-0.5199533700942993,,,,,,
+lct_gan,5,-0.5204543471336365,,,,,,
+lct_gan,6,-0.521342396736145,,,,,,
+lct_gan,7,-0.5206723213195801,,,,,,
+lct_gan,8,-0.5245795249938965,,,,,,
+lct_gan,9,-0.5263950228691101,,,,,,
+lct_gan,10,-0.5279961228370667,,,,,,
+lct_gan,11,-0.528805673122406,,,,,,
+lct_gan,12,-0.528143048286438,,,,,,
+lct_gan,13,-0.5308434963226318,,,,,,
+lct_gan,14,-0.5334333181381226,,,,,,
+lct_gan,15,-0.5331304669380188,3.0,0.0,3.0,,0.7060193419456482,
+lct_gan,16,-0.5348657965660095,,,,,,
+lct_gan,17,-0.5358079671859741,,,,,,
+lct_gan,18,-0.5393550992012024,,,,,,
+lct_gan,19,-0.5403516292572021,,,,,,
+lct_gan,20,-0.542151153087616,,,,,,
+lct_gan,21,-0.5421858429908752,,,,,,
+lct_gan,22,-0.5424516797065735,,,,,,
+lct_gan,23,-0.5465104579925537,,,,,,
+lct_gan,24,-0.5482277870178223,,,,,,
+lct_gan,25,-0.5497868061065674,,,,,,
+lct_gan,26,-0.5523850917816162,,,,,,
+lct_gan,27,-0.5506350994110107,,,,,,
+lct_gan,28,-0.5563865900039673,,,,,,
+lct_gan,29,-0.5581605434417725,,,,,,
+lct_gan,30,-0.5639053583145142,,,,,,
+lct_gan,31,-0.5621368288993835,7.0,1.0,3.0,,0.7255077362060547,
+lct_gan,32,-0.5618823766708374,,,,,,
+lct_gan,33,-0.5644765496253967,,,,,,
+lct_gan,34,-0.5685890316963196,,,,,,
+lct_gan,35,-0.5680318474769592,,,,,,
+lct_gan,36,-0.5694767832756042,,,,,,
+lct_gan,37,-0.5731327533721924,,,,,,
+lct_gan,38,-0.5780737400054932,,,,,,
+lct_gan,39,-0.5827402472496033,,,,,,
+lct_gan,40,-0.5853758454322815,,,,,,
+lct_gan,41,-0.5777910947799683,,,,,,
+lct_gan,42,-0.5824775695800781,,,,,,
+lct_gan,43,-0.5825034976005554,,,,,,
+lct_gan,44,-0.5913912355899811,,,,,,
+lct_gan,45,-0.5898198485374451,,,,,,
+lct_gan,46,-0.5905188322067261,,,,,,
+lct_gan,47,-0.591449111700058,11.0,2.0,3.0,,0.6710246801376343,
+lct_gan,48,-0.6060393452644348,,,,,,
+lct_gan,49,-0.5993427038192749,,,,,,
+lct_gan,50,-0.5965877175331116,,,,,,
+lct_gan,51,-0.6076693534851074,,,,,,
+lct_gan,52,-0.6125330924987793,,,,,,
+lct_gan,53,-0.6162023842334747,,,,,,
+lct_gan,54,-0.6077632308006287,,,,,,
+lct_gan,55,-0.6236904561519623,,,,,,
+lct_gan,56,-0.6276834607124329,,,,,,
+lct_gan,57,-0.6232140958309174,,,,,,
+lct_gan,58,-0.6258206367492676,,,,,,
+lct_gan,59,-0.6326231360435486,,,,,,
+lct_gan,60,-0.6363674104213715,,,,,,
+lct_gan,61,-0.6351929903030396,,,,,,
+lct_gan,62,-0.6385168433189392,,,,,,
+lct_gan,63,-0.6428684890270233,15.0,3.0,3.0,,0.6570219993591309,
+lct_gan,64,-0.6395483314990997,,,,,,
+lct_gan,65,-0.6396192014217377,,,,,,
+lct_gan,66,-0.6471803188323975,,,,,,
+lct_gan,67,-0.6603812873363495,,,,,,
+lct_gan,68,-0.6540250778198242,,,,,,
+lct_gan,69,-0.6647579073905945,,,,,,
+lct_gan,70,-0.6654256880283356,,,,,,
+lct_gan,71,-0.6659939885139465,,,,,,
+lct_gan,72,-0.6655738949775696,,,,,,
+lct_gan,73,-0.6744496524333954,,,,,,
+lct_gan,74,-0.660548597574234,,,,,,
+lct_gan,75,-0.6769198775291443,,,,,,
+lct_gan,76,-0.6746750771999359,,,,,,
+lct_gan,77,-0.6805547475814819,,,,,,
+lct_gan,78,-0.6891959309577942,,,,,,
+lct_gan,79,-0.6806247532367706,19.0,4.0,3.0,,0.6891682147979736,
+lct_gan,80,-0.678788959980011,,,,,,
+lct_gan,81,-0.684396356344223,,,,,,
+lct_gan,82,-0.6778529286384583,,,,,,
+lct_gan,83,-0.6824184954166412,,,,,,
+lct_gan,84,-0.6754720211029053,,,,,,
+lct_gan,85,-0.6889573931694031,,,,,,
+lct_gan,86,-0.6898936033248901,,,,,,
+lct_gan,87,-0.6852411925792694,,,,,,
+lct_gan,88,-0.697428822517395,,,,,,
+lct_gan,89,-0.7037013471126556,,,,,,
+lct_gan,90,-0.6897604167461395,,,,,,
+lct_gan,91,-0.6771094501018524,,,,,,
+lct_gan,92,-0.683093398809433,,,,,,
+lct_gan,93,-0.672820657491684,,,,,,
+lct_gan,94,-0.6853874921798706,,,,,,
+lct_gan,95,-0.7011839747428894,23.0,5.0,3.0,,0.44813787937164307,
+lct_gan,96,-0.7042529582977295,,,,,,
+lct_gan,97,-0.6967926025390625,,,,,,
+lct_gan,98,-0.6924470663070679,,,,,,
+lct_gan,99,-0.703705370426178,,,,,,
+lct_gan,100,-0.7135648131370544,,,,,,
+lct_gan,101,-0.707716554403305,,,,,,
+lct_gan,102,-0.7036705315113068,,,,,,
+lct_gan,103,-0.7054516077041626,,,,,,
+lct_gan,104,-0.7042658925056458,,,,,,
+lct_gan,105,-0.7118255198001862,,,,,,
+lct_gan,106,-0.7115925252437592,,,,,,
+lct_gan,107,-0.7278265655040741,,,,,,
+lct_gan,108,-0.7110267281532288,,,,,,
+lct_gan,109,-0.6936056911945343,,,,,,
+lct_gan,110,-0.7011612951755524,,,,,,
+lct_gan,111,-0.7173851728439331,27.0,6.0,3.0,,0.43724489212036133,
+lct_gan,112,-0.7171076238155365,,,,,,
+lct_gan,113,-0.703585147857666,,,,,,
+lct_gan,114,-0.7125871181488037,,,,,,
+lct_gan,115,-0.7066354155540466,,,,,,
+lct_gan,116,-0.7157216668128967,,,,,,
+lct_gan,117,-0.7081263065338135,,,,,,
+lct_gan,118,-0.7133926153182983,,,,,,
+lct_gan,119,-0.7139558494091034,,,,,,
+lct_gan,120,-0.7102251648902893,,,,,,
+lct_gan,121,-0.6906958222389221,,,,,,
+lct_gan,122,-0.694649875164032,,,,,,
+lct_gan,123,-0.6983134150505066,,,,,,
+lct_gan,124,-0.7166979908943176,,,,,,
+lct_gan,125,-0.724996030330658,,,,,,
+lct_gan,126,-0.7082758545875549,,,,,,
+lct_gan,127,-0.6993035078048706,31.0,7.0,3.0,,0.48698586225509644,
+lct_gan,128,-0.7055501937866211,,,,,,
+lct_gan,129,-0.7006827592849731,,,,,,
+lct_gan,130,-0.7043827772140503,,,,,,
+lct_gan,131,-0.7041592001914978,,,,,,
+lct_gan,132,-0.712958812713623,,,,,,
+lct_gan,133,-0.7040759325027466,,,,,,
+lct_gan,134,-0.6961503624916077,,,,,,
+lct_gan,135,-0.7268466949462891,,,,,,
+lct_gan,136,-0.6944520771503448,,,,,,
+lct_gan,137,-0.7108103632926941,,,,,,
+lct_gan,138,-0.6977214217185974,,,,,,
+lct_gan,139,-0.7000720500946045,,,,,,
+lct_gan,140,-0.6946920156478882,,,,,,
+lct_gan,141,-0.7065688967704773,,,,,,
+lct_gan,142,-0.6912989616394043,,,,,,
+lct_gan,143,-0.7007251977920532,35.0,8.0,3.0,,0.4770037829875946,
+lct_gan,144,-0.7185958027839661,,,,,,
+lct_gan,145,-0.7302083671092987,,,,,,
+lct_gan,146,-0.709600031375885,,,,,,
+lct_gan,147,-0.7164244651794434,,,,,,
+lct_gan,148,-0.7259913682937622,,,,,,
+lct_gan,149,-0.7175467312335968,,,,,,
+lct_gan,150,-0.7091295719146729,,,,,,
+lct_gan,151,-0.7107971608638763,,,,,,
+lct_gan,152,-0.6988312900066376,,,,,,
+lct_gan,153,-0.6937462687492371,,,,,,
+lct_gan,154,-0.7070780098438263,,,,,,
+lct_gan,155,-0.7091933786869049,,,,,,
+lct_gan,156,-0.7209704518318176,,,,,,
+lct_gan,157,-0.6964372396469116,,,,,,
+lct_gan,158,-0.7070862054824829,,,,,,
+lct_gan,159,-0.7120373845100403,39.0,9.0,3.0,,0.5237994194030762,
+lct_gan,160,-0.7138394713401794,,,,,,
+lct_gan,161,-0.6925539076328278,,,,,,
+lct_gan,162,-0.7120725810527802,,,,,,
+lct_gan,163,-0.7058804631233215,,,,,,
+lct_gan,164,-0.695692390203476,,,,,,
+lct_gan,165,-0.7189413607120514,,,,,,
+lct_gan,166,-0.7015096247196198,,,,,,
+lct_gan,167,-0.7094855010509491,,,,,,
+lct_gan,168,-0.7031456232070923,,,,,,
+lct_gan,169,-0.7041231691837311,,,,,,
+lct_gan,170,-0.7244000732898712,,,,,,
+lct_gan,171,-0.7131467759609222,,,,,,
+lct_gan,172,-0.7227539420127869,,,,,,
+lct_gan,173,-0.7318170666694641,,,,,,
+lct_gan,174,-0.7278495132923126,,,,,,
+lct_gan,175,-0.7307787239551544,43.0,10.0,3.0,,0.397338330745697,
+lct_gan,176,-0.7251893877983093,,,,,,
+lct_gan,177,-0.7338347136974335,,,,,,
+lct_gan,178,-0.73918217420578,,,,,,
diff --git a/iris/lct_gan/2/model.pt b/iris/lct_gan/2/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..80e1518217a63844d54eb2ccbd0e27b5063d827b
--- /dev/null
+++ b/iris/lct_gan/2/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:029b6063fb9b41adb0aa159c4de1b0c799c1bd3cefc95fad65e49430e29f0947
+size 415497
diff --git a/iris/lct_gan/2/params.json b/iris/lct_gan/2/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/2/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246