diff --git a/iris/lct_gan/3/0/synth.csv b/iris/lct_gan/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4afc39bda3008d3bcb57e41808beef73cd2d325e
--- /dev/null
+++ b/iris/lct_gan/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.054259966172837,1.5100223820547078,0.2615310101482517,Iris-setosa
+1,6.205911421518155,3.054137252327451,4.992588631115203,1.7036399264965856,Iris-virginica
+2,5.1089477161730255,3.0548834175146173,1.5100223820547056,0.2615308509326585,Iris-setosa
+3,5.1089477161730255,3.0549719587240545,1.5100223820547056,0.2615308525693437,Iris-setosa
+4,5.108947716173026,3.069368804596916,1.5100223820547103,0.26153136883317124,Iris-setosa
+5,6.188878328093559,3.054115155285645,4.950992565916576,1.700388090436884,Iris-versicolor
+6,5.1089477161730255,3.0577068953305804,1.5100223820547056,0.261530901177723,Iris-setosa
+7,6.211256421551248,3.0541514779206964,5.005539729703418,1.7044252174090058,Iris-virginica
+8,5.108947716173027,3.055430084705017,1.5100223820547118,0.2615312084687413,Iris-setosa
+9,6.228417649416917,3.0541299887211086,5.032540853148417,1.7025325400780766,Iris-virginica
+10,5.1089477161730255,3.0605869187731947,1.5100223820547058,0.2615309930751725,Iris-setosa
+11,6.194734545434819,3.054056546702022,4.977876969249115,1.7073945600295632,Iris-virginica
+12,5.108947802584185,3.0618851236518965,1.5100225762733683,0.26208701181949545,Iris-setosa
+13,6.17936676740783,3.0540077218360557,4.899493641298519,1.666096725708498,Iris-versicolor
+14,5.108948036875083,3.0584795884636886,4.8994923849309275,1.666958613029417,Iris-setosa
+15,6.179553133966926,3.054034834331594,4.902566695095374,1.6781339678087952,Iris-versicolor
+16,6.1859080031717175,3.054106852305333,4.939809237674522,1.699799224210436,Iris-versicolor
+17,5.1089477161730255,3.0566292153269234,1.5100223820547056,0.26153088781632594,Iris-setosa
+18,5.1089477161730255,3.0610457729372613,1.5100223820547058,0.2615309531820872,Iris-setosa
+19,5.1089477161730255,3.057829408389814,1.5100223820547056,0.2615309062934152,Iris-setosa
+20,5.1089477161730255,3.0673330682601354,1.510022382054706,0.26153106132167253,Iris-setosa
+21,6.208551352142737,3.0541389340561174,4.998387729044451,1.7040265866181599,Iris-virginica
+22,6.282517364358675,3.054117399036939,5.102159994695257,1.7041328544483174,Iris-virginica
+23,5.108947716326733,3.055327045638626,1.510022382364466,0.26156097033429493,Iris-setosa
+24,5.1089477161730255,3.054163793945063,1.5100223820547056,0.2615308457626552,Iris-setosa
+25,6.1796024771691815,3.054008285992916,4.907659629309141,1.6905541220084896,Iris-versicolor
+26,5.1089477161730255,3.0544792603459894,1.5100223820547056,0.2615308539211136,Iris-setosa
+27,5.1089477161730255,3.05797330912359,1.5100223820547056,0.2615309159951566,Iris-setosa
+28,5.1089477161730255,3.0543166345300863,1.5100223820547063,0.26153094465798454,Iris-setosa
+29,5.108947716432486,3.079518499823904,1.5100223829690333,0.2616325215159688,Iris-setosa
+30,6.188011417971004,3.0541938158895223,4.95064469745818,1.7027629876965007,Iris-versicolor
+31,5.108947716173026,3.060012017357036,1.510022382054709,0.2615312320383808,Iris-setosa
+0,5.1089477161730255,3.0544032314695047,1.5100223820547056,0.2615308664560823,Iris-setosa
+1,6.180507564460954,3.054027267788327,4.916090793133077,1.6933745213139964,Iris-versicolor
+2,5.1089477161730255,3.055794037704187,1.5100223820547056,0.2615308694307104,Iris-setosa
+3,6.180966108798656,3.05402350922349,4.922549644228401,1.7030101433545375,Iris-virginica
+4,5.108947716173027,3.055313577521328,1.5100223820547143,0.2615312625957563,Iris-setosa
+5,5.1089477161730255,3.0547295064013205,1.5100223820547056,0.2615308587765278,Iris-setosa
+6,5.108947718524393,3.0629634842456483,1.5100223878669172,0.261673205827536,Iris-setosa
+7,6.179394577473702,3.0542861851918506,4.899594414368385,1.6695677243330296,Iris-versicolor
+8,5.108947971056553,3.0556739653714375,4.899491947487557,1.6664181337636668,Iris-versicolor
+9,5.10894771856133,3.0541085359206144,4.899491301825759,1.665522662712926,Iris-versicolor
+10,6.180162089146434,3.054029393692211,4.913242930260577,1.689368820203533,Iris-versicolor
+11,6.206540853811344,3.054115626008681,4.992611030871047,1.7034243337315806,Iris-virginica
+12,5.1089477161730255,3.054980301889268,1.5100223820547056,0.2615308567805592,Iris-setosa
+13,5.1089477161730255,3.055094597255767,1.5100223820547056,0.26153087249391244,Iris-setosa
+14,6.188030807202957,3.0541262227355856,4.948162045345277,1.7002155548870272,Iris-versicolor
+15,5.108947716173026,3.05545033125415,1.5100223820547076,0.26153109250571377,Iris-setosa
+16,6.179366918978331,3.0540103001887497,4.899494928421864,1.6662891489050353,Iris-versicolor
+17,5.1089477161730255,3.0548294577077257,1.5100223820547056,0.26153085388795894,Iris-setosa
+18,5.1089477161730255,3.0556948629285414,1.5100223820547056,0.26153086897439004,Iris-setosa
+19,6.180906149179693,3.054281878024508,4.910442143145196,1.6878434554692991,Iris-versicolor
+20,5.108947716173039,3.3086648454864145,1.5100223820551424,0.2615369991594711,Iris-setosa
+21,5.1089477161730334,3.0553183196163296,1.5100223820547451,0.2615316596962007,Iris-setosa
+22,5.1089477161730255,3.054423584675276,1.510022382054706,0.26153093266211885,Iris-setosa
+23,6.1793884234924805,3.0540038681850334,4.900387737857589,1.6747015023759073,Iris-versicolor
+24,6.17936815134452,3.0540092309315834,4.899512456595558,1.6670559804475578,Iris-versicolor
+25,5.108947716173027,3.0715551658654134,1.51002238205472,0.26153180832036277,Iris-setosa
+26,5.1089477161730255,3.0590173097782496,1.5100223820547056,0.2615309162459232,Iris-setosa
+27,6.187448197419494,3.0540887891106565,4.9483229365005625,1.7006955594751763,Iris-virginica
+28,5.1089477161730255,3.0552438348462316,1.510022382054707,0.2615310263677242,Iris-setosa
+29,5.108947716173814,3.151456277203693,1.5100223820631613,0.26155056366164536,Iris-setosa
+30,5.1089477161730255,3.056291749095177,1.5100223820547072,0.26153107351557175,Iris-setosa
+31,6.180443833541908,3.0540101625641114,4.918394200298565,1.6988329083283047,Iris-virginica
+0,5.1089477161730725,3.0540391451401034,1.5100223820548133,0.26153134118745874,Iris-setosa
+1,5.1089477161730255,3.059381253621048,1.5100223820547083,0.26153119348610115,Iris-setosa
+2,5.1089477161730255,3.057754711715112,1.5100223820547056,0.2615309273323727,Iris-setosa
+3,6.179578036595588,3.054008088315748,4.90711342186243,1.6860899286041926,Iris-versicolor
+4,6.185050331361794,3.0542326923096095,4.940193866871257,1.7008011943508943,Iris-versicolor
+5,6.180770485559141,3.05403688575506,4.915825288489371,1.692052631856167,Iris-versicolor
+6,5.10894771893749,3.0597534659694126,1.5100223889004736,0.26168589205138443,Iris-setosa
+7,6.259922449774131,3.0541169117116906,5.068065577712415,1.7012049899194608,Iris-virginica
+8,5.108947716245799,3.0540034225905313,4.899491294097065,1.6654439417637419,Iris-versicolor
+9,6.206584968479679,3.05413454624227,4.9944446903929345,1.704205990049951,Iris-virginica
+10,5.1089477161730255,3.0568065877311104,1.5100223820547056,0.26153088979278744,Iris-setosa
+11,6.17941575613689,3.054052971283486,4.8999366924878,1.6713035933190323,Iris-versicolor
+12,5.1089477161730255,3.0597812840330434,1.5100223820547056,0.2615309265479524,Iris-setosa
+13,5.1089477161730255,3.0553597845980565,1.5100223820547058,0.26153095108154134,Iris-setosa
+14,5.108947716173673,3.054015321980723,4.899491293667314,1.6654305900188036,Iris-versicolor
+15,5.1089477161730255,3.054546954157128,1.5100223820547056,0.26153085564990497,Iris-setosa
+16,6.179367235926054,3.0540035281753366,4.899505176747276,1.6668909151467144,Iris-versicolor
+17,6.2006815479692206,3.054152463060772,4.983357805544099,1.7047690976408307,Iris-virginica
+18,5.108947716187416,3.06292648284423,1.5100223821002392,0.26155451771715144,Iris-setosa
+19,5.108947718263768,3.054683565010303,4.899491300407787,1.665565054238787,Iris-versicolor
+20,5.108947716173026,3.1107305257939877,1.5100223820547276,0.2615322580877064,Iris-setosa
+21,5.108947822373042,3.0544569396271015,4.899491596024581,1.665975202687356,Iris-versicolor
+22,6.202647843787783,3.054124920505828,4.984715473381009,1.7031204829740794,Iris-virginica
+23,5.1089477161730255,3.0575561263117828,1.5100223820547056,0.26153092869583033,Iris-setosa
+24,6.204338383190076,3.0541625552187677,4.991829722134329,1.7049733396403965,Iris-virginica
+25,6.179378607816627,3.0545969866854863,4.899517298423192,1.6682570059908775,Iris-versicolor
+26,5.1089477161730255,3.055830473221706,1.5100223820547063,0.2615309984500061,Iris-setosa
+27,5.10894861873584,3.054285497809941,4.899494529603266,1.666617425300949,Iris-versicolor
+28,6.238121827894178,3.0541346821917514,5.052430948352171,1.7022170808056483,Iris-virginica
+29,5.1089477161730255,3.0894433322692563,1.5100223820547065,0.2615311943268664,Iris-setosa
+30,5.1089477161730255,3.057253496552938,1.5100223820547058,0.26153093461494853,Iris-setosa
+31,6.1927398883938665,3.0541690801775805,4.964891739486304,1.7052394447797992,Iris-versicolor
+0,6.241330929488979,3.054122811295343,5.051501102094357,1.7017733536423103,Iris-virginica
+1,5.108947716173162,3.0540222438849174,4.899491293665188,1.665429005807619,Iris-versicolor
+2,5.108947732532771,3.0543246070383265,4.899491346665993,1.6656744056954247,Iris-versicolor
+3,5.1089477161730255,3.056674680838158,1.5100223820547058,0.2615309582004148,Iris-setosa
+4,5.108947716173056,3.054581735037773,1.510022382054797,0.26153167448203785,Iris-setosa
+5,6.215800179404214,3.054139355463035,5.015968723342433,1.7037904260965213,Iris-virginica
+6,5.1089477161730255,3.054512218001838,1.5100223820547058,0.26153089462273815,Iris-setosa
+7,5.1089477161730255,3.05498423128081,1.5100223820547056,0.26153085518343794,Iris-setosa
+8,5.1089477161730255,3.0559281984732674,1.5100223820547056,0.2615308748723091,Iris-setosa
+9,5.10895106541546,3.0561097477928922,4.899500391455397,1.668200178957933,Iris-versicolor
+10,6.2047848395850735,3.0540983068572527,4.994662803481737,1.7086019336736105,Iris-virginica
+11,5.1089477161730255,3.0714166555178846,1.5100223820547085,0.2615312999513572,Iris-setosa
+12,6.179374731622495,3.054064649606807,4.899536607165914,1.6679417165802557,Iris-versicolor
+13,5.108947718260003,3.057389361212123,1.5100223864926252,0.26162991127744273,Iris-setosa
+14,5.1089477161730255,3.0814969377997787,1.5100223820547063,0.26153114363499297,Iris-setosa
+15,5.1089477161730255,3.0541277548305232,1.5100223820547065,0.26153093408081624,Iris-setosa
+16,5.108947718600995,3.0554120526897988,1.510022386011529,0.2616121880235266,Iris-setosa
+17,6.244760372962185,3.0541270544183923,5.062150278704692,1.7031945386435066,Iris-virginica
+18,6.198137607672647,3.054142464013519,4.976166489624105,1.7036637144904967,Iris-virginica
+19,6.1888618140258425,3.0541621386164297,4.954022010952779,1.7032538895414955,Iris-versicolor
+20,6.180542750973953,3.0541669553836552,4.910092182917305,1.6864709753334306,Iris-versicolor
+21,5.1089477161730255,3.0560477134747726,1.5100223820547056,0.2615308798187954,Iris-setosa
+22,5.1089477161730255,3.067774736216249,1.510022382054707,0.261531190720787,Iris-setosa
+23,5.1089477161730255,3.062530604796522,1.5100223820547085,0.2615312291695605,Iris-setosa
diff --git a/iris/lct_gan/3/0/test.csv b/iris/lct_gan/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/0/train.csv b/iris/lct_gan/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/0/val.csv b/iris/lct_gan/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/synth.csv b/iris/lct_gan/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..131d27b48f1f2bf999e41eaae1235db24f3f38da
--- /dev/null
+++ b/iris/lct_gan/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.0540863383725356,1.5100223820547107,0.2615310359049428,Iris-setosa
+1,5.108947716173171,3.054053180527963,1.510022382054997,0.26153168151945316,Iris-setosa
+2,5.1089477161831685,3.0677889420755005,1.5100223820974108,0.2615538219837432,Iris-setosa
+3,6.233405069373354,3.054124521486742,5.041757520973225,1.7013258124390762,Iris-virginica
+4,6.179402142824763,3.0544192405051236,4.899605667522527,1.6700996152797942,Iris-versicolor
+5,6.223273102153275,3.0541420715472762,5.02973392986318,1.7037595189964911,Iris-virginica
+6,5.108947723638716,3.055429240004566,1.510022392126771,0.26164023388505225,Iris-setosa
+7,6.188815296183132,3.054145343881102,4.95169630408619,1.7025134339894272,Iris-versicolor
+8,5.1089477161730255,3.056071418818187,1.5100223820547074,0.2615310896144238,Iris-setosa
+9,5.1089477161730255,3.055561604011771,1.5100223820547056,0.26153087286354465,Iris-setosa
+10,6.202993283197609,3.0541397042101184,4.985891035330164,1.703803623522851,Iris-virginica
+11,5.108947716173027,3.0566857324782646,1.510022382054714,0.26153135147244205,Iris-setosa
+12,6.190980427316969,3.0541883677351227,4.961263960826728,1.7054967603353863,Iris-versicolor
+13,5.108947997669654,3.055728340032404,4.899491968307073,1.6664334157185914,Iris-versicolor
+14,6.182289597476917,3.054333972924988,4.922295636500139,1.6960336542687915,Iris-versicolor
+15,5.1089477161730255,3.076101794264615,1.510022382054706,0.26153108681731946,Iris-setosa
+16,5.1089477161730255,3.055613284385189,1.5100223820547056,0.2615308711143147,Iris-setosa
+17,5.108947716173026,3.0550551311804313,1.5100223820547076,0.26153108605898084,Iris-setosa
+18,5.1089477161730255,3.055402073250765,1.5100223820547056,0.26153086127640524,Iris-setosa
+19,5.108951090187571,3.054974588212664,4.899501587336001,1.6678246249029167,Iris-versicolor
+20,5.1089477161730255,3.054508739184282,1.5100223820547056,0.26153084486481,Iris-setosa
+21,5.1089477161730255,3.057106933629225,1.5100223820547056,0.2615308922267429,Iris-setosa
+22,6.179451286740171,3.054964962853545,4.899710468784583,1.67216566380726,Iris-versicolor
+23,6.1793668089888225,3.0540140661632678,4.899493174917854,1.666030957429411,Iris-versicolor
+24,5.1089477161730255,3.0541014471972,1.510022382054706,0.261530906138851,Iris-setosa
+25,6.186465699977775,3.0541036302057774,4.941881014980618,1.6995996347522662,Iris-versicolor
+26,5.1089477161730255,3.054631497453164,1.5100223820547056,0.26153086847528967,Iris-setosa
+27,5.1089477161730255,3.054033439991,1.510022382054706,0.26153088037863903,Iris-setosa
+28,5.1089477161730255,3.055460805439118,1.5100223820547056,0.26153087512737133,Iris-setosa
+29,6.186888389556863,3.0541290553371727,4.943525955621506,1.7005652393763158,Iris-versicolor
+30,5.1089477161730255,3.054518370681189,1.5100223820547058,0.2615309048230331,Iris-setosa
+31,5.1089477161730255,3.055296163309656,1.510022382054707,0.2615310380505874,Iris-setosa
+0,5.10894771617333,3.068861650269906,1.510022382056451,0.26153706471865124,Iris-setosa
+1,6.191673571966826,3.0541529066920154,4.959970328026067,1.7029250468715875,Iris-versicolor
+2,5.108947716175057,3.054028140860324,4.89949129367433,1.6654324928108855,Iris-versicolor
+3,6.229766238090722,3.054130651338051,5.0347221591322375,1.7034924317989117,Iris-virginica
+4,5.108947716173044,3.054127465813673,1.5100223820547483,0.26153132642418236,Iris-setosa
+5,6.181938345166846,3.054256759380018,4.922724136575469,1.6932066644067492,Iris-versicolor
+6,5.1089477161730255,3.0564481590427013,1.5100223820547058,0.2615309221524506,Iris-setosa
+7,5.1089477161730255,3.0583470098351544,1.5100223820547056,0.2615309059275886,Iris-setosa
+8,5.108947716173031,3.0543987403949258,1.5100223820547214,0.26153127221339617,Iris-setosa
+9,6.2005957922219554,3.0541215156435824,4.988567187064811,1.7036014304685843,Iris-virginica
+10,5.1089477161730255,3.054750856041703,1.5100223820547063,0.26153096276576054,Iris-setosa
+11,5.1089477161730255,3.0547491238272175,1.5100223820547056,0.2615308477280727,Iris-setosa
+12,5.1089477161730255,3.061717692853823,1.5100223820547058,0.26153097279507775,Iris-setosa
+13,5.108947716173202,3.130350156867255,1.5100223820571639,0.26154037624081206,Iris-setosa
+14,6.208991876942846,3.054143166073293,4.999756240314257,1.7041756376007184,Iris-virginica
+15,6.22127756248431,3.054116597514818,5.019607251633582,1.7018287045292533,Iris-virginica
+16,5.10894771619584,3.054016400415486,4.899491293773501,1.6654396190265743,Iris-versicolor
+17,5.1089477161985934,3.064117525974997,1.5100223821430274,0.26156059366270973,Iris-setosa
+18,6.185194130358552,3.0541359047308894,4.940368481160045,1.6996194749375593,Iris-versicolor
+19,5.1089477161730255,3.0654157755287432,1.510022382054706,0.261531044564319,Iris-setosa
+20,6.181857567971427,3.054037814985298,4.923714522206909,1.6955091471107688,Iris-versicolor
+21,5.108947717102055,3.0712190742968657,1.5100223845303125,0.2616633639449515,Iris-setosa
+22,5.1089477161730255,3.0563158009720457,1.510022382054707,0.2615310694258028,Iris-setosa
+23,6.1794818911017835,3.055416491920196,4.899809120197425,1.6735133041518595,Iris-versicolor
+24,5.1089477161730255,3.1353776271995843,1.5100223820547105,0.2615315918386463,Iris-setosa
+25,6.2158826974544095,3.0541180474539584,5.010748267012228,1.7024496197838441,Iris-virginica
+26,6.2022120876887845,3.0541403213219054,4.984630595690871,1.7034574398588904,Iris-virginica
+27,6.18081434009274,3.0540825118140917,4.91539346472051,1.6886851021654017,Iris-versicolor
+28,5.108947716561714,3.0540049988589884,4.899491296160183,1.6654641687039011,Iris-versicolor
+29,5.1089477161730255,3.0566009643983327,1.5100223820547056,0.2615308848727417,Iris-setosa
+30,6.265264633205983,3.054121735547434,5.0797091108768475,1.7031765549070592,Iris-virginica
+31,6.1794412424891645,3.0541351305143776,4.899960705675248,1.6720857928689192,Iris-versicolor
+0,5.1089477161730255,3.0554353798046257,1.5100223820547056,0.2615308655558443,Iris-setosa
+1,5.1089477161730255,3.0548447264104395,1.5100223820547056,0.261530888702321,Iris-setosa
+2,6.179459240730133,3.0544766901725575,4.89984906612578,1.672310901157754,Iris-versicolor
+3,6.1802779982134854,3.054363484917396,4.904720605621243,1.6828074219867128,Iris-versicolor
+4,5.1089477161730255,3.060224749455369,1.5100223820547056,0.26153093261449056,Iris-setosa
+5,6.20233711131928,3.0541571579275097,4.98776074582705,1.7052382669625172,Iris-virginica
+6,5.1089477161730255,3.054356391697549,1.510022382054707,0.2615309825179899,Iris-setosa
+7,5.108947716173031,3.417237098080741,1.5100223820549683,0.2615361679220684,Iris-setosa
+8,5.1089477161730255,3.0557601687881086,1.5100223820547058,0.2615309245469247,Iris-setosa
+9,6.205709925769631,3.054139854170861,4.991610977449954,1.703708977258228,Iris-virginica
+10,6.205921647732757,3.054159336791823,4.9954602835664765,1.7048010651026797,Iris-virginica
+11,6.22553564167624,3.054134987307717,5.030791408453987,1.702531750516353,Iris-virginica
+12,5.1089477161730255,3.0547653351834354,1.5100223820547056,0.2615308468458463,Iris-setosa
+13,6.179374402227429,3.054062077502739,4.899533204840492,1.6680339340045665,Iris-versicolor
+14,5.1089477161730255,3.1169190643144944,1.5100223820547116,0.2615316718273399,Iris-setosa
+15,6.180189675106304,3.0542559593043026,4.905100026890379,1.6817613881030418,Iris-versicolor
+16,5.1089477161730255,3.0543981625624648,1.5100223820547056,0.26153084630381207,Iris-setosa
+17,6.179413266517825,3.0548772139218143,4.899610801276243,1.6706145991651893,Iris-versicolor
+18,6.182617982157079,3.054220404156836,4.926826434239257,1.6948161337778012,Iris-versicolor
+19,5.1089477161730255,3.0549440854203347,1.5100223820547056,0.26153086508761686,Iris-setosa
+20,5.1089477161730255,3.0544862020329147,1.5100223820547056,0.2615308444454557,Iris-setosa
+21,6.183397064866384,3.0541142575587337,4.930497949328865,1.6966211045043798,Iris-versicolor
+22,5.1089477161730255,3.056368986612735,1.5100223820547056,0.26153087929710006,Iris-setosa
+23,6.1800259216836775,3.054011195201294,4.914912892404277,1.6988293161487278,Iris-virginica
+24,6.181098039202502,3.054043794517408,4.918252721326997,1.6915981885131555,Iris-versicolor
+25,5.108947716212173,3.0540338067521127,4.899491293846442,1.6654432720566774,Iris-versicolor
+26,6.179370237323772,3.054005357332751,4.899572754946808,1.6680651718559178,Iris-versicolor
+27,5.1089477161730255,3.0548647740348804,1.5100223820547058,0.2615309377866303,Iris-setosa
+28,5.1089477161730255,3.0607549440310966,1.5100223820547058,0.26153097537369574,Iris-setosa
+29,6.189710874983807,3.054035182041039,4.966269580861002,1.7094921906181397,Iris-virginica
+30,6.179366756514565,3.0540100817768963,4.899493288319134,1.6660532951236402,Iris-versicolor
+31,5.108947716173084,3.0540085811341906,4.899491293664772,1.6654285424540178,Iris-versicolor
+0,5.108948064215817,3.0543273116142156,4.899492553038959,1.6663056058224215,Iris-versicolor
+1,6.179378789419378,3.0547118678082303,4.899517075391616,1.668321168484535,Iris-versicolor
+2,6.211565625804425,3.0541451671430027,5.0049944313478605,1.7042253865146062,Iris-virginica
+3,5.1089477161730255,3.0551445684062486,1.5100223820547056,0.2615308670793639,Iris-setosa
+4,6.179454562253729,3.0546827691606047,4.899754904229888,1.67235543227583,Iris-versicolor
+5,5.108947716240497,3.1979593055766684,1.5100223825518455,0.2616541353802703,Iris-setosa
+6,5.1089477161730255,3.0630123386206325,1.5100223820547074,0.26153118702421374,Iris-setosa
+7,6.180065071787311,3.054339676288096,4.903437663826329,1.680701644556716,Iris-versicolor
+8,5.1089477161730255,3.0552163427896835,1.5100223820547058,0.2615309471001895,Iris-setosa
+9,5.1089477161730255,3.0600249320672495,1.5100223820547056,0.26153093348630535,Iris-setosa
+10,5.1089477161730255,3.0559736098512267,1.5100223820547056,0.26153087525603047,Iris-setosa
+11,5.108947716173029,3.065531124884191,1.5100223820547327,0.26153196145823143,Iris-setosa
+12,6.238655492956486,3.0541215554008505,5.053156782986686,1.7035758251776483,Iris-virginica
+13,6.179726768261129,3.0541906891646473,4.901920934155343,1.677822943295758,Iris-versicolor
+14,6.17965883122047,3.0542989608962654,4.901015985992975,1.6763111675060642,Iris-versicolor
+15,6.190817532949007,3.054188860166809,4.960166447831423,1.7054387308113563,Iris-versicolor
+16,6.186716341234869,3.0540882946540036,4.9410211226225105,1.698861789321598,Iris-versicolor
+17,6.190179993166753,3.0541096416279703,4.954481606166561,1.7016926650018747,Iris-virginica
+18,6.1793670892341,3.0540076565866876,4.899497837045688,1.666406983141521,Iris-versicolor
+19,5.1089477161730255,3.0590478675088093,1.5100223820547058,0.26153096535938486,Iris-setosa
+20,5.108947716173027,3.0569655336917565,1.5100223820547145,0.2615313477469956,Iris-setosa
+21,5.1089477161730255,3.0543980566856272,1.5100223820547056,0.2615308392863739,Iris-setosa
+22,6.179366494988637,3.0540025020385255,4.89949133960036,1.6655588337765646,Iris-versicolor
+23,5.1089477161730255,3.0676178519485426,1.5100223820547065,0.26153110841457666,Iris-setosa
diff --git a/iris/lct_gan/3/1/test.csv b/iris/lct_gan/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/1/train.csv b/iris/lct_gan/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/1/val.csv b/iris/lct_gan/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/synth.csv b/iris/lct_gan/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e93456f37ae39b7570514587726d8af53705e7c
--- /dev/null
+++ b/iris/lct_gan/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.08294029753333,1.5100223820547063,0.26153116057985165,Iris-setosa
+1,5.1089477265042404,3.0540289595506414,4.899491349823829,1.6655679525440987,Iris-versicolor
+2,5.1089477161730255,3.0569082160119123,1.5100223820547056,0.2615309232030198,Iris-setosa
+3,5.108947772915974,3.0544013684748625,4.899491491731046,1.665869276059201,Iris-versicolor
+4,6.1993731920737245,3.054162392403888,4.980881907126425,1.7050610756086126,Iris-virginica
+5,5.1089477161730255,3.0554840135211117,1.5100223820547056,0.26153088217843135,Iris-setosa
+6,5.1089477161730255,3.0610101914778034,1.5100223820547056,0.2615309443827885,Iris-setosa
+7,6.203949884640202,3.054127815516641,4.98755138752836,1.7032757427829188,Iris-virginica
+8,5.108947716174714,3.054299839077845,1.510022382057957,0.2615341514363683,Iris-setosa
+9,6.180055792951177,3.054223794303484,4.904506276634132,1.6812795841624524,Iris-versicolor
+10,6.179410482280919,3.054013384733629,4.900419428927568,1.6736709171482735,Iris-versicolor
+11,6.230953973735285,3.0541260989359054,5.037219963285456,1.7018314484193753,Iris-virginica
+12,6.17995426497772,3.054369822560488,4.902453603726165,1.6796174376475668,Iris-versicolor
+13,6.218360400213698,3.0541398579063586,5.01688113506108,1.7040943682082714,Iris-virginica
+14,6.192657686862721,3.0541871042187054,4.965433104439734,1.7057310676708308,Iris-versicolor
+15,5.1089477161730255,3.0553057322212527,1.5100223820547056,0.26153088605784947,Iris-setosa
+16,5.108948295355118,3.057609702557255,4.899492951379409,1.6671777040708033,Iris-versicolor
+17,5.1089477161730255,3.0629058083604908,1.5100223820547058,0.26153096599893755,Iris-setosa
+18,5.1089477161730255,3.0565833062850656,1.5100223820547058,0.26153094029999285,Iris-setosa
+19,5.1089477161730255,3.0561153003777246,1.5100223820547056,0.26153088758280474,Iris-setosa
+20,5.108947716173187,3.232316388685725,1.5100223820577217,0.26154442609114326,Iris-setosa
+21,6.200011988868858,3.0541547417144446,4.983005300173653,1.704130508601709,Iris-virginica
+22,6.199544018938942,3.054157065659456,4.980998076937792,1.704784836672874,Iris-virginica
+23,6.179366716160826,3.0540083658619785,4.899492978099771,1.6660767728087824,Iris-versicolor
+24,6.180083782577412,3.0541629228571563,4.905581924931971,1.681844481317817,Iris-versicolor
+25,5.1089477161730255,3.0551025823162865,1.5100223820547058,0.2615309293622508,Iris-setosa
+26,5.1089477161730255,3.059809773832256,1.5100223820547056,0.2615309257330181,Iris-setosa
+27,6.206505989307676,3.054158267986658,4.996679663240143,1.705025395249072,Iris-virginica
+28,5.108947716173035,3.0737066983080887,1.5100223820547873,0.2615327920487094,Iris-setosa
+29,6.181619820333971,3.0541334469619827,4.920243748201152,1.6922855558272694,Iris-versicolor
+30,6.2358615026102076,3.054123666975893,5.044346362436768,1.7014287132126276,Iris-virginica
+31,6.190218706095878,3.05417354076446,4.957334679702532,1.7039085340898805,Iris-versicolor
+0,5.1089477161730255,3.0544208264189,1.5100223820547056,0.26153084223853806,Iris-setosa
+1,5.108947716173068,3.468330641040951,1.5100223820563936,0.26154372441882484,Iris-setosa
+2,6.180118449866706,3.0546630183636,4.902824966484588,1.682066189923528,Iris-versicolor
+3,6.1841341035275725,3.0540894933085947,4.935460192504844,1.6988378512457063,Iris-versicolor
+4,5.108947716173028,3.1136244641043462,1.5100223820547545,0.26153269246203154,Iris-setosa
+5,5.1089477161730255,3.061357974223809,1.5100223820547076,0.2615311784827917,Iris-setosa
+6,5.1089477165899835,3.095941733679828,1.5100223836865994,0.2616777442283397,Iris-setosa
+7,5.1089477161730485,3.0669824271162263,1.5100223820548597,0.2615333114411879,Iris-setosa
+8,5.108947716173027,3.077745549344522,1.5100223820547245,0.26153191872883386,Iris-setosa
+9,6.180335087112725,3.0540419190711066,4.913015365125165,1.6890411961340537,Iris-versicolor
+10,5.1089477161730255,3.0720587333095573,1.5100223820547063,0.2615311048511804,Iris-setosa
+11,6.179469237082797,3.0543547825909845,4.899901529742931,1.6723652748804978,Iris-versicolor
+12,6.2297516642708395,3.0541156584333047,5.04063969686486,1.704776334202413,Iris-virginica
+13,6.184501767245822,3.054064601963488,4.937997249384873,1.7003419565411355,Iris-virginica
+14,5.1089477161730255,3.05514186848401,1.5100223820547058,0.2615309420977912,Iris-setosa
+15,5.1089477161730255,3.0564541279909005,1.5100223820547056,0.261530883611138,Iris-setosa
+16,6.179432039204307,3.0547086166422255,4.899669719951105,1.671235091498547,Iris-versicolor
+17,5.1089477161730255,3.0641284186363404,1.5100223820547067,0.2615311394947471,Iris-setosa
+18,5.1089477161730255,3.055133194582599,1.5100223820547056,0.2615308599656749,Iris-setosa
+19,6.235389892014035,3.0541198136149377,5.042651159920505,1.7055389953622933,Iris-virginica
+20,5.108947716184541,3.0540028959503873,4.899491293719677,1.6654350244769016,Iris-versicolor
+21,5.10894771617326,3.054144032054762,1.510022382055269,0.26153224975853806,Iris-setosa
+22,5.1089477161730255,3.054810127952894,1.5100223820547056,0.2615308483254037,Iris-setosa
+23,5.1089477161730255,3.0656898589402335,1.5100223820547058,0.26153098907083827,Iris-setosa
+24,6.189200241214065,3.0540573692787665,4.960577185062957,1.7071114107974175,Iris-virginica
+25,5.1089477161730255,3.0541991559534565,1.5100223820547056,0.261530836128522,Iris-setosa
+26,6.17995346409389,3.0544290246166113,4.902309581175397,1.6799703896825835,Iris-versicolor
+27,5.108947716176039,3.1825564062735836,1.5100223820853649,0.2615702505056552,Iris-setosa
+28,5.108947716173026,3.201631500874348,1.5100223820547238,0.2615322359938157,Iris-setosa
+29,6.236198078092269,3.0541068268360294,5.048277413279251,1.7047864614734456,Iris-virginica
+30,6.201282641349732,3.0541585362381647,4.985093236320927,1.704745971965225,Iris-virginica
+31,6.181254977225739,3.0540238021094734,4.922525176153393,1.7016384658309995,Iris-virginica
+0,6.214301959486702,3.0540642049567914,5.024736145366057,1.7109067589615867,Iris-virginica
+1,5.1089477161730255,3.0542222698933585,1.5100223820547067,0.2615309574265571,Iris-setosa
+2,6.191171067995862,3.0542048358219183,4.962579368041083,1.706744114513981,Iris-versicolor
+3,5.1089477161730255,3.0566336854474976,1.5100223820547058,0.26153094600089816,Iris-setosa
+4,5.1089477161922145,3.0540045125206756,4.89949129377705,1.6654364410564086,Iris-versicolor
+5,5.108947761231692,3.0565879671801546,1.5100224602721117,0.26182526386322613,Iris-setosa
+6,6.243325992287833,3.054103787455143,5.062651252808597,1.704983812752515,Iris-virginica
+7,5.1089477161730255,3.0581941092935043,1.5100223820547056,0.2615309063560726,Iris-setosa
+8,6.198867672108462,3.054133594533013,4.9774538690032575,1.7030502282939413,Iris-virginica
+9,5.108947717355213,3.054009729795841,4.899491300067574,1.6654810347941393,Iris-versicolor
+10,5.108947721297874,3.054230659695696,4.899491308980348,1.665577355557422,Iris-versicolor
+11,5.108947716173037,3.0540294762724964,1.5100223820547316,0.26153112010395746,Iris-setosa
+12,5.108949042947716,3.0557737298777967,4.899495211772392,1.6674070228117217,Iris-versicolor
+13,5.1089477161730255,3.056170086471704,1.5100223820547056,0.2615308805915991,Iris-setosa
+14,6.22686115095216,3.054115049132104,5.029483567879658,1.7009832242173444,Iris-virginica
+15,5.1089477161730255,3.0587167767279206,1.5100223820547056,0.26153091147550217,Iris-setosa
+16,6.182175136623956,3.0542351521286375,4.924887562463841,1.6942119787652514,Iris-versicolor
+17,5.108947716173539,3.104026442087629,1.5100223820586627,0.2615434859275358,Iris-setosa
+18,6.179409476750681,3.0541278831832344,4.899711358871197,1.6704038314542915,Iris-versicolor
+19,5.108947716203906,3.0540181242156685,4.899491293816401,1.6654421992974193,Iris-versicolor
+20,5.1089477161730255,3.1001122255713347,1.5100223820547078,0.2615313994128341,Iris-setosa
+21,5.108947716312979,3.072153201307635,1.5100223825241295,0.2615957338645412,Iris-setosa
+22,6.208857709118819,3.054128372395098,4.99816348760257,1.7036185887541389,Iris-virginica
+23,5.1089477161730255,3.0544614343994456,1.5100223820547056,0.26153088575068095,Iris-setosa
+24,5.1089477161730255,3.0573826993982536,1.5100223820547056,0.2615308962801697,Iris-setosa
+25,6.2041243967911015,3.054143889678212,4.9906089354408225,1.7047742493679445,Iris-virginica
+26,5.1089477161730255,3.057689023702798,1.5100223820547056,0.26153090063703327,Iris-setosa
+27,6.179366494448381,3.054008671345834,4.899491319262984,1.6655165124614402,Iris-versicolor
+28,5.1089477161730255,3.0542325825086127,1.5100223820547063,0.2615309397960442,Iris-setosa
+29,5.108947718251704,3.054808751881022,4.899491299687829,1.6655688235574135,Iris-setosa
+30,5.1089477161730255,3.054674758894908,1.5100223820547056,0.2615308515933334,Iris-setosa
+31,5.1089477161730255,3.058718863575728,1.5100223820547058,0.26153097665307456,Iris-setosa
+0,5.1089477161730255,3.0543372966879403,1.5100223820547056,0.26153086380326446,Iris-setosa
+1,5.108947716220651,3.054003824767732,4.899491293920839,1.665440302222346,Iris-versicolor
+2,6.17939911145441,3.0540027733149055,4.901145172008084,1.6769248943231863,Iris-versicolor
+3,5.1089477161730255,3.0592553166824894,1.5100223820547056,0.2615309161653082,Iris-setosa
+4,6.1995741161358575,3.0541494316099578,4.979902152311549,1.704006870413633,Iris-virginica
+5,5.1089477161730255,3.055026666334847,1.5100223820547056,0.2615308547261747,Iris-setosa
+6,5.108947716173035,3.115351119968061,1.5100223820548626,0.2615340132896172,Iris-setosa
+7,5.1089477161730255,3.1990718961091575,1.5100223820547183,0.2615320738589794,Iris-setosa
+8,5.1089481426555485,3.054386382336776,4.899492651384261,1.6664569094620978,Iris-versicolor
+9,5.1089477326195585,3.0541319931615707,4.899491360436938,1.6656432357480129,Iris-versicolor
+10,6.179417269733254,3.054257005067609,4.899686513807696,1.6708706010956156,Iris-versicolor
+11,6.200587962907122,3.054103021571181,4.9824439180179745,1.7046503077532558,Iris-virginica
+12,6.179427465168513,3.054491806839252,4.89967428101599,1.6709909978391777,Iris-versicolor
+13,6.200730718576217,3.054154540135914,4.983606354035383,1.704954364057817,Iris-virginica
+14,5.1089477161730255,3.0561077452642005,1.510022382054706,0.2615309882995557,Iris-setosa
+15,5.108947716173026,3.0543589843091223,1.5100223820547085,0.2615310305575354,Iris-setosa
+16,5.1089477161730255,3.054267479504126,1.5100223820547056,0.2615308452147614,Iris-setosa
+17,6.186859814300667,3.05417321983866,4.944964345749961,1.701302455115196,Iris-versicolor
+18,5.108947716173026,3.054336489116074,1.5100223820547092,0.2615310618108086,Iris-setosa
+19,5.1089477161730255,3.056859360429495,1.5100223820547056,0.26153088717729167,Iris-setosa
+20,6.182806039092359,3.0542422161939933,4.929272847774518,1.6970735266346322,Iris-versicolor
+21,5.1089477161730255,3.056826230261565,1.5100223820547056,0.26153089521480494,Iris-setosa
+22,6.17936827363365,3.054075748456311,4.899497538302445,1.6666332315232266,Iris-versicolor
+23,6.194460098319817,3.0541717156907806,4.969910885671301,1.7059901189571491,Iris-versicolor
diff --git a/iris/lct_gan/3/10/test.csv b/iris/lct_gan/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/10/train.csv b/iris/lct_gan/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/10/val.csv b/iris/lct_gan/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/synth.csv b/iris/lct_gan/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3dc3ad7847efb2d909be009c2d3626e9064293b1
--- /dev/null
+++ b/iris/lct_gan/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.058562288008556,1.5100223820547056,0.2615309246513082,Iris-setosa
+1,6.180134532032326,3.0541264727372366,4.907003632104358,1.68257489769045,Iris-versicolor
+2,5.108947746605238,3.0586560391935302,1.5100224368515376,0.2618149081540682,Iris-setosa
+3,5.108947716173027,3.054340186730667,1.510022382054712,0.2615311109351405,Iris-setosa
+4,5.1089477161730255,3.0565207485444628,1.5100223820547056,0.2615308812523396,Iris-setosa
+5,5.108947716173026,3.0545942089340876,1.5100223820547085,0.2615310531052853,Iris-setosa
+6,6.231086448809854,3.054116790918017,5.036414922814113,1.7008904017750497,Iris-virginica
+7,5.1089477161730255,3.05571272590305,1.5100223820547056,0.26153089205281405,Iris-setosa
+8,5.1089477161730565,3.054599351243031,1.5100223820547987,0.26153181558830824,Iris-setosa
+9,5.1089477161730255,3.0637160929275895,1.510022382054707,0.2615311668429307,Iris-setosa
+10,5.1089477161730255,3.0541997070462936,1.5100223820547065,0.26153094460808873,Iris-setosa
+11,6.195823313799072,3.0540664707751928,4.976817251933408,1.7063644397298041,Iris-virginica
+12,6.179366520245184,3.0540054066983924,4.899491535715695,1.6656559326631726,Iris-versicolor
+13,6.197665380770658,3.0541581531798427,4.976571417427058,1.7051425962252447,Iris-virginica
+14,5.108947716174243,3.054033563570575,4.899491293669876,1.6654314033309352,Iris-versicolor
+15,5.108947716238842,3.0540044472956764,4.899491294008048,1.6654427776613865,Iris-versicolor
+16,6.232443007628555,3.0541291221736557,5.03880366729622,1.7025432839902903,Iris-virginica
+17,6.181703450558208,3.054347451406091,4.916646545646042,1.692484391612885,Iris-versicolor
+18,6.215343441020333,3.0541227671611275,5.009550286546964,1.7029042898811524,Iris-virginica
+19,5.1089477161730255,3.0571331335305394,1.5100223820547056,0.261530891187927,Iris-setosa
+20,6.291565469956958,3.0541153956781364,5.11058056444148,1.7047587191456133,Iris-virginica
+21,5.1089477161730255,3.0545228098109662,1.5100223820547058,0.2615309171424295,Iris-setosa
+22,5.108947777151115,3.054831311168673,4.899491453189253,1.6659195219667124,Iris-versicolor
+23,6.179481724595944,3.0545576272164787,4.899850775679313,1.6729353824907076,Iris-versicolor
+24,5.1089477161730255,3.05559970447966,1.5100223820547058,0.26153096430570505,Iris-setosa
+25,5.1089477161730255,3.054349753227396,1.510022382054707,0.26153097837938477,Iris-setosa
+26,5.108947716173028,3.312242635572565,1.5100223820548349,0.26153434023158056,Iris-setosa
+27,5.1089477161730255,3.07257276517858,1.510022382054706,0.26153106543712434,Iris-setosa
+28,5.1089477161730255,3.0603270742241424,1.5100223820547058,0.26153095676973054,Iris-setosa
+29,5.108947716173137,3.4154121796574954,1.5100223820580774,0.2615478517513692,Iris-setosa
+30,5.108947716175677,3.067883047843487,1.5100223820672687,0.2615468169998247,Iris-setosa
+31,5.1089477161730255,3.058892902658113,1.5100223820547056,0.26153091686239094,Iris-setosa
+0,5.1089477161730255,3.055519135149592,1.5100223820547056,0.2615308726882086,Iris-setosa
+1,5.108947716173108,3.3425854751427706,1.5100223820570784,0.261544780362011,Iris-setosa
+2,5.1089477161730255,3.0569209248546896,1.5100223820547056,0.26153088680869635,Iris-setosa
+3,6.185108327900326,3.0540515283122445,4.937901734624749,1.7010675115626603,Iris-virginica
+4,5.1089477161730255,3.0549216447630387,1.5100223820547056,0.2615308569163911,Iris-setosa
+5,5.1089477161730255,3.0557125423731364,1.5100223820547056,0.26153088665227486,Iris-setosa
+6,6.179367226491846,3.0540982283237565,4.8994935505698995,1.6663109408697803,Iris-versicolor
+7,5.1089477161730255,3.0638832790191115,1.5100223820547058,0.261531013421024,Iris-setosa
+8,5.1089477161730255,3.1635859430423228,1.5100223820547105,0.261531643592996,Iris-setosa
+9,5.1089477161730255,3.0549629208820206,1.5100223820547056,0.2615308622469862,Iris-setosa
+10,5.1089477161730255,3.0550678674923235,1.5100223820547056,0.2615308570105824,Iris-setosa
+11,5.1089477161730255,3.056456252067912,1.5100223820547056,0.26153089773232646,Iris-setosa
+12,6.1856150250515265,3.0540993703170085,4.942063799364607,1.6997472110162335,Iris-versicolor
+13,6.246247906527269,3.054119671213233,5.0636284124535464,1.7038747689069171,Iris-virginica
+14,6.179400747797769,3.0540722503261057,4.899727701626479,1.6706608700923113,Iris-versicolor
+15,5.1089477161730255,3.060791100228967,1.5100223820547074,0.26153116160568374,Iris-setosa
+16,5.1089477161730255,3.05498944447617,1.5100223820547056,0.26153085206646043,Iris-setosa
+17,6.196000425031513,3.0541627225741013,4.973064986411858,1.7050867526778872,Iris-virginica
+18,5.1089477161730334,3.0540250329591503,1.5100223820547227,0.261531070120994,Iris-setosa
+19,6.18613949572345,3.05419714104857,4.9430018719984155,1.6996261340097816,Iris-versicolor
+20,5.1089477161730255,3.054343825960813,1.5100223820547056,0.26153084695767886,Iris-setosa
+21,5.108951629462848,3.057003524786282,4.899502632131438,1.668722864740616,Iris-versicolor
+22,6.206161393483866,3.054141112216094,4.994111589389431,1.704469253419679,Iris-virginica
+23,5.108947716238648,3.054027520412373,4.899491293951828,1.6654465789167217,Iris-versicolor
+24,6.180167185347156,3.054025749616609,4.913215319841261,1.6887116095795465,Iris-versicolor
+25,6.187843877605352,3.0541767274459617,4.948605150286539,1.7015260772661585,Iris-versicolor
+26,5.1089477161730255,3.0543690057316306,1.5100223820547056,0.2615308662727873,Iris-setosa
+27,6.203409451368775,3.0541079398382966,4.988550571723863,1.703458503483361,Iris-virginica
+28,5.108947716173026,3.0545100514131,1.510022382054708,0.2615310502714912,Iris-setosa
+29,6.179402077943586,3.0540868975841065,4.899699825632168,1.669895033556615,Iris-versicolor
+30,6.191937989471569,3.054071887240748,4.965725333080257,1.703215592535251,Iris-virginica
+31,6.244289493009107,3.0541224289413567,5.0623402701569695,1.702667173402551,Iris-virginica
+0,5.1089477161730255,3.0549729199418514,1.5100223820547056,0.2615308809726257,Iris-setosa
+1,6.179386873025993,3.0541303184888444,4.89957825862949,1.6688252852926129,Iris-versicolor
+2,6.183077818453736,3.0541094267676696,4.928603384608193,1.6962227118871116,Iris-versicolor
+3,5.1089477161730255,3.058057317124045,1.5100223820547056,0.26153093008758005,Iris-setosa
+4,6.208785807703199,3.054069073234897,5.0095330271036,1.7100071871463103,Iris-virginica
+5,5.1089477161730255,3.055610027534184,1.5100223820547056,0.2615308698632679,Iris-setosa
+6,6.214167816761102,3.0541055400639374,5.005867834223137,1.7020851554821268,Iris-virginica
+7,5.1089477161765995,3.0543295409643476,1.5100223820613965,0.26153551001311526,Iris-setosa
+8,6.204149910736396,3.05415813040211,4.991486428053766,1.7045200790086443,Iris-virginica
+9,6.194529891467577,3.054155407463168,4.968294382464724,1.7039983092154405,Iris-virginica
+10,5.108947716184402,3.054002836018719,4.899491293724047,1.6654344311769034,Iris-versicolor
+11,5.1089477161730255,3.0821404709514653,1.5100223820547076,0.26153128388930885,Iris-setosa
+12,5.1089477161730255,3.0685162904407384,1.5100223820547058,0.2615310322262815,Iris-setosa
+13,5.1089477161730255,3.056102089041314,1.5100223820547056,0.2615308781088645,Iris-setosa
+14,5.1089477161730255,3.054855954033999,1.5100223820547056,0.2615308621316755,Iris-setosa
+15,5.108947716173026,3.0561005821641314,1.5100223820547098,0.2615312223050201,Iris-setosa
+16,6.2140799806331195,3.054131595513425,5.008576653831746,1.7034294006297488,Iris-virginica
+17,6.189033634370459,3.0541462109064974,4.9528863896068,1.7026121977205593,Iris-versicolor
+18,6.209249495562616,3.0541183440046913,4.9981981690782575,1.703333834297332,Iris-virginica
+19,6.215792780945709,3.054126547774206,5.012340850881534,1.7029204008554952,Iris-virginica
+20,6.222839351139713,3.0541378603080207,5.023955480731754,1.7035414139896383,Iris-virginica
+21,6.228285748817453,3.0541267349641528,5.032768515211862,1.702177762589406,Iris-virginica
+22,5.1089477161730255,3.0579326153901003,1.5100223820547056,0.261530923647923,Iris-setosa
+23,5.1089477161730255,3.067897081442206,1.510022382054706,0.2615310468552642,Iris-setosa
+24,6.195681592742908,3.0541457712748783,4.9697796638743625,1.7032245158877881,Iris-virginica
+25,5.1089477161730255,3.074916648239746,1.5100223820547058,0.2615310629846303,Iris-setosa
+26,6.186500956992953,3.054193021146639,4.944255298425486,1.7000029768122393,Iris-versicolor
+27,5.1089477161730255,3.0547678204843445,1.510022382054706,0.26153094028916823,Iris-setosa
+28,5.1089477161730805,3.055641113416342,1.5100223820548928,0.2615324293361883,Iris-setosa
+29,6.219539334676565,3.0541305662768665,5.017437964725901,1.7029195101515673,Iris-virginica
+30,5.108947716173201,3.115484922934306,1.5100223820567478,0.26153993878217696,Iris-setosa
+31,5.1089477161730255,3.0654741235519603,1.5100223820547058,0.26153103456462706,Iris-setosa
+0,5.108947716173232,3.0780864867467446,1.5100223820560073,0.2615378166609564,Iris-setosa
+1,5.1089477161730255,3.0582980532307893,1.5100223820547056,0.2615309072629136,Iris-setosa
+2,6.1809323763386175,3.0541562917070704,4.91496223189998,1.6890523299331515,Iris-versicolor
+3,5.1089477161730255,3.0548750393338286,1.5100223820547056,0.2615308524276295,Iris-setosa
+4,6.209816126014291,3.0541360537231697,5.000463608595056,1.7038758553699498,Iris-virginica
+5,6.259047094728104,3.054111813461498,5.0811152427304505,1.7077439541428463,Iris-virginica
+6,6.1803406324707115,3.0543356703754467,4.905554547061767,1.682958906907477,Iris-versicolor
+7,6.211760991959359,3.054141705946432,5.0056446245958055,1.703927496621853,Iris-virginica
+8,6.184560716827397,3.0541882014614483,4.935473377844095,1.6976092214255063,Iris-versicolor
+9,5.108947716173031,3.4235448602087675,1.5100223820550114,0.2615365692141699,Iris-setosa
+10,6.19565804205234,3.0541203292016794,4.968688204191078,1.7026460640457268,Iris-virginica
+11,5.1089477161730255,3.054845208075842,1.5100223820547056,0.2615308534253204,Iris-setosa
+12,6.1793749706519225,3.054002423394387,4.899902000654883,1.6716081957099305,Iris-versicolor
+13,6.187949093696779,3.054201160205257,4.951472053264177,1.7041639573074525,Iris-versicolor
+14,5.1089477161730255,3.059112150068367,1.5100223820547056,0.26153091482902613,Iris-setosa
+15,5.108947716205433,3.0655178262100806,1.5100223821767926,0.261568185558842,Iris-setosa
+16,5.1089477161730255,3.058887006357171,1.5100223820547056,0.26153094022906315,Iris-setosa
+17,5.108947716173029,3.233670775049216,1.510022382054824,0.2615343309877661,Iris-setosa
+18,5.10895294150462,3.054890958541416,4.899508838519461,1.6682041748906642,Iris-versicolor
+19,6.189271400134556,3.054201888300319,4.956509697069997,1.7054407797566555,Iris-versicolor
+20,5.1089477161730255,3.0540914546776348,1.5100223820547058,0.261530876301814,Iris-setosa
+21,6.180570869316774,3.054020906257544,4.919465339488658,1.6947531352351555,Iris-versicolor
+22,5.1089477161730255,3.0544313308651736,1.5100223820547056,0.26153083873268895,Iris-setosa
+23,5.1089477161730255,3.054490765125879,1.5100223820547056,0.2615308404908862,Iris-setosa
diff --git a/iris/lct_gan/3/11/test.csv b/iris/lct_gan/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/11/train.csv b/iris/lct_gan/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/11/val.csv b/iris/lct_gan/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/synth.csv b/iris/lct_gan/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e89120fc8e3705070cbd3daa90f5eda060b486f
--- /dev/null
+++ b/iris/lct_gan/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2656589406473255,3.0541251618416263,5.083694053705893,1.7022769439399619,Iris-virginica
+1,5.108947716173121,3.424631073950914,1.5100223820577416,0.2615483240172392,Iris-setosa
+2,5.108947716173026,3.0547514725875056,1.510022382054708,0.2615310682294431,Iris-setosa
+3,6.179387779757047,3.054008052365512,4.900022616355814,1.671280580204912,Iris-versicolor
+4,5.1089477161730255,3.0550020900293005,1.5100223820547056,0.26153086395245045,Iris-setosa
+5,5.1089477161730255,3.0547829653244905,1.5100223820547056,0.2615308579024797,Iris-setosa
+6,5.1089477161730255,3.0690515103552753,1.5100223820547058,0.2615310200371679,Iris-setosa
+7,6.179448704107687,3.0540255934457585,4.90073986225787,1.6736613926521517,Iris-versicolor
+8,5.10894771617386,3.084576022374576,1.5100223820605403,0.26154312160048293,Iris-setosa
+9,5.1089477161730255,3.0545589146929073,1.5100223820547056,0.26153086050108904,Iris-setosa
+10,6.209290266562746,3.0541242542414295,5.001297145908215,1.703923131193811,Iris-virginica
+11,6.1847873925727015,3.0541712774175243,4.937361351458496,1.6986485032513805,Iris-versicolor
+12,6.179367650901741,3.0540429302401817,4.89949617771571,1.6664848797677212,Iris-versicolor
+13,5.1089477161730255,3.054898067709449,1.5100223820547058,0.2615309312830054,Iris-setosa
+14,6.183282556430989,3.054275736866086,4.932811884129464,1.6993837091967825,Iris-versicolor
+15,6.208646843290922,3.0541067554465156,4.998989452022282,1.7041154808277472,Iris-virginica
+16,6.191538319333014,3.054057425493607,4.965001555821418,1.7047305526730532,Iris-virginica
+17,5.108947716182233,3.060475412679023,1.5100223820855916,0.2615455185224567,Iris-setosa
+18,5.108949416394747,3.0543999599783667,4.899497164822723,1.6669293166597727,Iris-versicolor
+19,6.195600874807663,3.0540652339166465,4.976229092626829,1.7040067464328665,Iris-virginica
+20,6.180544603725883,3.054418528823612,4.906360898406595,1.6853676411283955,Iris-versicolor
+21,5.1089477171934465,3.054046771243808,4.899491298569771,1.6654928428915918,Iris-versicolor
+22,5.1089477161730255,3.06200881556884,1.5100223820547056,0.26153094984246433,Iris-setosa
+23,5.1089477161730255,3.0542234535556485,1.5100223820547058,0.2615308813603864,Iris-setosa
+24,6.20379544007596,3.054144789581019,4.99044089349804,1.7040549553751283,Iris-virginica
+25,5.1089477340646345,3.0540472660809286,4.89949136128708,1.6656205718140982,Iris-versicolor
+26,5.1089477161730255,3.0773069257310928,1.5100223820547085,0.26153132651998595,Iris-setosa
+27,6.1940056104282135,3.054176719019081,4.96852697847774,1.7052758788118942,Iris-virginica
+28,5.108947716173033,3.054037616944171,1.5100223820547214,0.26153108404434827,Iris-setosa
+29,6.187686092161619,3.0541383854410347,4.945327682046459,1.7004212226654078,Iris-versicolor
+30,5.1089477161730255,3.0586396056192124,1.5100223820547056,0.2615309246400165,Iris-setosa
+31,5.1089477161730255,3.056722723214019,1.5100223820547056,0.26153089642090677,Iris-setosa
+0,5.1089477161730255,3.0696279939119795,1.5100223820547065,0.26153112866459033,Iris-setosa
+1,5.1089477161730255,3.058327407552488,1.5100223820547058,0.2615309757521358,Iris-setosa
+2,5.1089477161730255,3.065278338992198,1.5100223820547058,0.26153099405096064,Iris-setosa
+3,6.180173259776495,3.054479961311527,4.903471876295403,1.68240370798444,Iris-versicolor
+4,6.179542147697012,3.054789729468361,4.900030666219216,1.6745331764624711,Iris-versicolor
+5,6.179434570534256,3.0540123838332427,4.901148579341128,1.6756282496332746,Iris-versicolor
+6,5.1089477161730255,3.05458409159607,1.5100223820547056,0.2615308862794408,Iris-setosa
+7,5.1089477161730255,3.0582921999949804,1.5100223820547056,0.26153093002098016,Iris-setosa
+8,5.1089477161730255,3.0556114171896844,1.5100223820547056,0.2615308660813796,Iris-setosa
+9,6.1793669896096555,3.0540178995716967,4.899494700754039,1.6661488480485973,Iris-versicolor
+10,6.188710131682916,3.054100685998332,4.950899765141387,1.7010166435592222,Iris-virginica
+11,5.1089477161730255,3.0701786029707354,1.510022382054706,0.2615310664197491,Iris-setosa
+12,5.1089477161730255,3.0544056744096166,1.5100223820547056,0.26153085117818364,Iris-setosa
+13,5.1089477161730255,3.061166682122143,1.5100223820547056,0.26153093899976243,Iris-setosa
+14,5.1089477161730255,3.0613682108462084,1.5100223820547056,0.2615309407147125,Iris-setosa
+15,6.217194511355388,3.0541467118656835,5.017194906738701,1.7044812762913786,Iris-virginica
+16,5.1089477161730255,3.0547565196601205,1.5100223820547056,0.26153084750868616,Iris-setosa
+17,5.108947716173039,3.059191144401871,1.5100223820547722,0.2615321543565896,Iris-setosa
+18,5.108947716183951,3.054019177215716,4.899491293717441,1.6654367148809883,Iris-versicolor
+19,6.208775517348173,3.0541220968845284,4.996665811911502,1.7032930185239363,Iris-virginica
+20,5.108947716173026,3.054161835085221,1.5100223820547074,0.2615309798414832,Iris-setosa
+21,6.179377552023494,3.0541219739904233,4.899541156514795,1.6685134430774808,Iris-versicolor
+22,5.1089477161730255,3.054511696239576,1.5100223820547056,0.26153084319930564,Iris-setosa
+23,5.1089477161730255,3.054793600349681,1.5100223820547056,0.2615308555010864,Iris-setosa
+24,6.187577943040138,3.05416562750851,4.947446397534399,1.7012890456165026,Iris-versicolor
+25,5.108947716173032,3.054466281893342,1.5100223820547252,0.2615312929198214,Iris-setosa
+26,5.1089477161730255,3.0543277885253484,1.5100223820547056,0.2615308595695907,Iris-setosa
+27,6.212499053032854,3.054094573095115,5.010799294931739,1.7048895482181465,Iris-virginica
+28,5.1089477161730255,3.0541870956534733,1.5100223820547056,0.261530853334556,Iris-setosa
+29,6.179518435293706,3.054004818872767,4.905961516997682,1.6869904612704094,Iris-versicolor
+30,5.108947917004924,3.058084782617053,4.8994918661717035,1.6666259407200592,Iris-setosa
+31,6.205022792193017,3.054155693889067,4.9937583023412975,1.7050305012990612,Iris-virginica
+0,6.186309124138783,3.0540845384663013,4.940352969547993,1.6993305671250745,Iris-versicolor
+1,6.192617310465636,3.0541468071774767,4.962423057517051,1.7029060778143115,Iris-virginica
+2,5.1089477161730255,3.0560920478219256,1.5100223820547056,0.2615308801642546,Iris-setosa
+3,5.1089477161730255,3.0562167161502063,1.5100223820547056,0.261530883575713,Iris-setosa
+4,6.18104828244266,3.054067936989532,4.917619080885785,1.690617358724713,Iris-versicolor
+5,5.1089477161730255,3.054319953488459,1.5100223820547056,0.2615308394164716,Iris-setosa
+6,6.17942257161798,3.0540642517574224,4.89993098057351,1.6716177516090753,Iris-versicolor
+7,5.1089477161730255,3.0550321399333953,1.5100223820547056,0.2615308654973401,Iris-setosa
+8,5.108947716201018,3.0540060489505043,4.899491293817348,1.6654376106836062,Iris-versicolor
+9,5.108953754144853,3.055102723686642,4.899511827601508,1.6684156000258898,Iris-versicolor
+10,6.209279178635488,3.0541213301515895,4.998233375841352,1.7033753874300233,Iris-virginica
+11,5.10894771623643,3.1215725843989732,1.5100223823792154,0.2616119872790288,Iris-setosa
+12,5.108947716173033,3.1363694936870163,1.5100223820548273,0.26153386490109,Iris-setosa
+13,6.225683309665221,3.054122474823835,5.029056496711142,1.7016450596501869,Iris-virginica
+14,5.1089477161730255,3.0553046247027464,1.5100223820547058,0.2615309101077033,Iris-setosa
+15,6.186584440635405,3.0540553322187303,4.945777606343878,1.7018620553554444,Iris-virginica
+16,5.1089477161730255,3.0555274882761325,1.5100223820547058,0.2615309226522176,Iris-setosa
+17,5.1089477161730255,3.057071320172776,1.5100223820547056,0.2615309089316369,Iris-setosa
+18,6.179372431501863,3.0540116148277185,4.899577609360674,1.6687233007124562,Iris-versicolor
+19,5.1089477161730255,3.0582697582308707,1.5100223820547056,0.2615309184074287,Iris-setosa
+20,5.108947716173026,3.054264304305821,1.5100223820547094,0.2615310600280508,Iris-setosa
+21,5.1089477161730255,3.0547369882638704,1.5100223820547056,0.2615308792142632,Iris-setosa
+22,6.179366506039409,3.0540036788852225,4.899491416728478,1.6656389999339096,Iris-versicolor
+23,5.108947716173035,3.0540768497489874,1.5100223820547287,0.2615311765818519,Iris-setosa
+24,6.179497219802608,3.054021358334534,4.902137859484897,1.6782357584650884,Iris-versicolor
+25,6.190930769382184,3.054198716019979,4.961251210100272,1.7062633073135014,Iris-versicolor
+26,5.1089477161730255,3.055297689707016,1.5100223820547056,0.2615308726222753,Iris-setosa
+27,6.181617241819197,3.0540227889720297,4.9244173677006025,1.697696660492413,Iris-virginica
+28,5.1089477161730255,3.074845981173578,1.5100223820547083,0.2615313125235484,Iris-setosa
+29,5.108947716173577,3.054015370877069,4.899491293666691,1.6654302860226604,Iris-versicolor
+30,6.191555672106496,3.0541880002225086,4.9625251383697595,1.705889883770078,Iris-versicolor
+31,5.108947716173027,3.1239306475608064,1.5100223820547378,0.2615324708514966,Iris-setosa
+0,5.1089477161730255,3.061302969986819,1.5100223820547058,0.26153097525715446,Iris-setosa
+1,5.1089477161730255,3.055317726665793,1.5100223820547056,0.26153086022369393,Iris-setosa
+2,6.214378004931474,3.0541471787777565,5.011312238084411,1.7039814837203644,Iris-virginica
+3,5.1089477161730255,3.057846561594581,1.5100223820547056,0.26153092500793956,Iris-setosa
+4,5.1089477161730255,3.055221211665217,1.5100223820547056,0.26153085868399445,Iris-setosa
+5,6.179368723756003,3.054014883597414,4.8995134601658945,1.6672993589744465,Iris-versicolor
+6,6.197766376840475,3.054170819573781,4.978307554840518,1.705824640523028,Iris-virginica
+7,5.1089477161730255,3.0547600832998896,1.5100223820547056,0.2615308557220539,Iris-setosa
+8,5.1089477161730255,3.101377319802284,1.510022382054709,0.2615314387042871,Iris-setosa
+9,5.108947716174844,3.0540452588074,4.8994912936725195,1.6654328467759418,Iris-versicolor
+10,6.180029926974302,3.0540147682670633,4.914724175086632,1.6966308826716754,Iris-versicolor
+11,6.18079120631493,3.054241399717304,4.91024178273838,1.6873095486115843,Iris-versicolor
+12,5.1089477161730255,3.056030887283283,1.510022382054706,0.26153098093991994,Iris-setosa
+13,5.108947716174095,3.1286117357701526,1.5100223820658638,0.26155225482027844,Iris-setosa
+14,6.218740591184271,3.054121365443869,5.022485401389803,1.7044475633108433,Iris-virginica
+15,6.1793669815924,3.054001441621133,4.899504420542814,1.6669280107834097,Iris-versicolor
+16,6.183939869939152,3.05422335557744,4.93389045863773,1.6970580029376046,Iris-versicolor
+17,5.1089477161730255,3.0552664650706087,1.5100223820547056,0.26153088398747587,Iris-setosa
+18,6.190029068656883,3.0541720863100212,4.956314196353371,1.7037493754121995,Iris-versicolor
+19,5.108947741509659,3.0540676725930083,4.899491401788565,1.6656750344695916,Iris-versicolor
+20,6.180130526044523,3.0542293420585813,4.905041733667591,1.6823117485135333,Iris-versicolor
+21,5.1089477161730255,3.0547223608090395,1.5100223820547056,0.26153086613354853,Iris-setosa
+22,6.20368174699085,3.0541585664743156,4.991076535034136,1.7051844103700757,Iris-virginica
+23,6.210732385918725,3.0541318600545893,5.002779707079497,1.7037518158757088,Iris-virginica
diff --git a/iris/lct_gan/3/12/test.csv b/iris/lct_gan/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/12/train.csv b/iris/lct_gan/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/12/val.csv b/iris/lct_gan/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/synth.csv b/iris/lct_gan/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5991015162620e1924662a8c7282d1c043d5578e
--- /dev/null
+++ b/iris/lct_gan/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0731295466381034,1.5100223820547058,0.26153104501450924,Iris-setosa
+1,6.215087752190719,3.054139414753058,5.01446232412836,1.704113314426985,Iris-virginica
+2,5.1089477161730255,3.05768865302067,1.5100223820547056,0.26153089684160846,Iris-setosa
+3,6.212574024822697,3.054152982395589,5.011170210375106,1.704908380244049,Iris-virginica
+4,6.179520552112896,3.054015623373768,4.903688692971758,1.6810714791832142,Iris-versicolor
+5,5.1089477161730255,3.0541228750251994,1.510022382054706,0.2615309106406278,Iris-setosa
+6,6.187926942243511,3.054137187289541,4.947824867110949,1.7014433527310309,Iris-versicolor
+7,5.108947716174757,3.0556399921129684,1.5100223820595433,0.2615364659318988,Iris-setosa
+8,5.108947716173026,3.11622258439274,1.5100223820547163,0.2615318563243352,Iris-setosa
+9,5.108947741091031,3.0548623853286627,4.899491356934644,1.6658001086577585,Iris-versicolor
+10,6.179369377648524,3.0542798343927626,4.899497452514845,1.6669501714278026,Iris-versicolor
+11,6.2095601109051275,3.054133140122909,5.000096476471702,1.7037462758930368,Iris-virginica
+12,5.108947717036907,3.0545990070238243,4.89949129622075,1.665517340066193,Iris-setosa
+13,6.212373951318364,3.0541279427122285,5.004741042708328,1.7033442486817187,Iris-virginica
+14,6.210994248961354,3.054153284970913,5.005420089243114,1.7045096548363023,Iris-virginica
+15,6.2635421281683294,3.0541132215177837,5.072079936636237,1.7004434119599614,Iris-virginica
+16,5.1089477161730255,3.054142965664464,1.5100223820547056,0.2615308591195315,Iris-setosa
+17,6.238818298085597,3.0541195804167387,5.048529776357657,1.700982718506323,Iris-virginica
+18,6.1898297592602125,3.054170573949077,4.9564104427638105,1.703778161788592,Iris-versicolor
+19,6.193081998079057,3.05416022537494,4.964600530153487,1.7035489735537437,Iris-virginica
+20,5.1089594364304975,3.0565247902273334,4.899526576824379,1.6700120718080316,Iris-versicolor
+21,6.226165701430101,3.054125728027384,5.027886519067394,1.7026459596408707,Iris-virginica
+22,6.183881517142394,3.054263043921185,4.936686485335988,1.7013934308966001,Iris-versicolor
+23,5.1089477161730255,3.054190103823458,1.5100223820547063,0.2615309290782356,Iris-setosa
+24,5.1089477161730255,3.0571916654861475,1.5100223820547056,0.261530897749361,Iris-setosa
+25,6.202683451483759,3.0541330471002093,4.985650885183966,1.7037780378078256,Iris-virginica
+26,6.179488761153435,3.054063981984046,4.900610120665345,1.6739500500561149,Iris-versicolor
+27,6.180521659406336,3.0544692270755385,4.905897816128644,1.6848088793896472,Iris-versicolor
+28,5.108947716173036,3.0543023551683115,1.5100223820547343,0.2615313455833024,Iris-setosa
+29,5.1089477161730255,3.054749979746739,1.5100223820547056,0.2615308533618141,Iris-setosa
+30,6.250703061355876,3.0541095071500486,5.065365750523935,1.7084493427139027,Iris-virginica
+31,5.1089477161730255,3.0560371162321927,1.5100223820547056,0.2615308798529955,Iris-setosa
+0,5.108947716173101,3.0540492508031187,1.510022382054863,0.2615314920093603,Iris-setosa
+1,5.1089477161730255,3.0543969227042003,1.5100223820547056,0.26153084666852766,Iris-setosa
+2,6.179366507299705,3.0540030996087144,4.8994914442843704,1.6656350021404476,Iris-versicolor
+3,6.188225145019566,3.0541518745123373,4.949256415996274,1.7018974616522382,Iris-versicolor
+4,5.1089477161730255,3.0572048450268055,1.5100223820547072,0.2615311057377053,Iris-setosa
+5,6.179424136266332,3.0545281044074777,4.899682011625125,1.6710734152772093,Iris-versicolor
+6,5.108947716173046,3.0541094148694174,1.5100223820547531,0.26153130768537663,Iris-setosa
+7,6.2283375129285625,3.0541267401586327,5.030860796419047,1.7027414085178245,Iris-virginica
+8,5.108947716173334,3.057369299903434,1.5100223820558702,0.26153437734721674,Iris-setosa
+9,6.179366490392551,3.054002365437769,4.899491304806689,1.6654950547464455,Iris-versicolor
+10,5.108947716173051,3.054013577630586,4.899491293664618,1.66542829139432,Iris-versicolor
+11,5.1089477161730255,3.0548136640732375,1.5100223820547056,0.26153084855832387,Iris-setosa
+12,5.108949651469889,3.0596274078850123,4.899497157649456,1.6684665791634032,Iris-versicolor
+13,5.108947724058441,3.054068741706321,4.899491320418105,1.6655641303475734,Iris-versicolor
+14,6.201146931366809,3.0541477473029173,4.98297067497876,1.704097820093823,Iris-virginica
+15,5.1089477161730255,3.0569421265844516,1.5100223820547056,0.26153089604164065,Iris-setosa
+16,5.1089477161730255,3.054082966771314,1.5100223820547056,0.26153085025765516,Iris-setosa
+17,6.1801508779928715,3.05423198689166,4.905059324933134,1.681901377070364,Iris-versicolor
+18,5.1089477161730255,3.0549308960189685,1.5100223820547056,0.2615308531355767,Iris-setosa
+19,6.18641777174291,3.054233140946671,4.946631529811155,1.7032749271199812,Iris-versicolor
+20,5.108947716173067,3.05645026279458,1.5100223820548877,0.26153247392851425,Iris-setosa
+21,6.1902871453229436,3.0541649689540784,4.9564737336429,1.7032677884379517,Iris-versicolor
+22,6.180262651658356,3.0540742467232986,4.91318447483967,1.6881512882932614,Iris-versicolor
+23,5.108947716173029,3.077523149727512,1.5100223820547407,0.26153215505510796,Iris-setosa
+24,6.236047571192334,3.0541254503050697,5.046052008166951,1.7011690028706554,Iris-virginica
+25,5.108947716173032,3.054404823596533,1.5100223820547223,0.26153124609662126,Iris-setosa
+26,5.1089477161730255,3.056476249382618,1.5100223820547074,0.2615310887158209,Iris-setosa
+27,6.179378689283027,3.0540136807010834,4.899679406073542,1.6693041298041489,Iris-versicolor
+28,5.108947716173028,3.0604418279123276,1.510022382054725,0.2615316203246683,Iris-setosa
+29,6.186561075394326,3.054179103448971,4.945808810917206,1.7022833452626958,Iris-versicolor
+30,5.1089477161730255,3.054969889484654,1.5100223820547056,0.2615308894051464,Iris-setosa
+31,5.108947716175009,3.0540046959539,4.899491293675195,1.66543112279466,Iris-versicolor
+0,5.108950177190633,3.057225236166117,4.899497954117952,1.6682017226000425,Iris-versicolor
+1,6.179899641171023,3.054039120881378,4.90975736769463,1.6877216133710118,Iris-versicolor
+2,5.1089477161730255,3.0722075181124064,1.5100223820547058,0.2615310563969038,Iris-setosa
+3,6.214473267405102,3.0541099885639027,5.01411924891755,1.7064426487549094,Iris-virginica
+4,6.179372164648953,3.054009279148748,4.899586804479599,1.6686417601120824,Iris-versicolor
+5,6.185601363141155,3.054063954898542,4.940050053810111,1.6995402447024561,Iris-virginica
+6,5.1089477161730255,3.067012954258467,1.5100223820547074,0.26153122909577076,Iris-setosa
+7,5.1089477161730255,3.057408288941863,1.5100223820547056,0.26153089964031945,Iris-setosa
+8,5.1089477161730255,3.054892657400547,1.5100223820547056,0.2615308746801379,Iris-setosa
+9,6.180209399071096,3.0540268861418216,4.914548732219495,1.6920781979952821,Iris-versicolor
+10,6.230064887061034,3.054118241574071,5.035141050825419,1.7009288912777474,Iris-virginica
+11,5.108947716173026,3.178883721562802,1.5100223820547227,0.26153223228846884,Iris-setosa
+12,6.179552939693773,3.0540132551923502,4.905261433171262,1.6821593451563013,Iris-versicolor
+13,5.108947716173027,3.2090429410646895,1.510022382054768,0.2615332090250686,Iris-setosa
+14,5.1089477237795915,3.061306605167031,1.5100223982399266,0.2617464013668389,Iris-setosa
+15,5.108947716173045,3.161437471041447,1.5100223820550651,0.2615354182673813,Iris-setosa
+16,6.182648449904381,3.0542110061725642,4.928380009265192,1.6969359340850205,Iris-versicolor
+17,5.1089477161730255,3.0592310017863262,1.5100223820547058,0.2615309656525953,Iris-setosa
+18,6.205898953177418,3.0541473561447274,4.992991126337189,1.7041125738050378,Iris-virginica
+19,6.1897660754878645,3.054118019431436,4.95209032279532,1.701558938694587,Iris-virginica
+20,6.180664102913748,3.0542820094586904,4.908452266118922,1.685716426757127,Iris-versicolor
+21,5.108947720323579,3.0540453109723065,4.899491310341114,1.665536258036205,Iris-versicolor
+22,6.210892580811439,3.054140908096922,5.003201731736855,1.7040042080898048,Iris-virginica
+23,6.180426689921983,3.0541243815627914,4.909811858446301,1.6857758967419048,Iris-versicolor
+24,6.182682366593844,3.054051542518456,4.927488483974383,1.6981142016128037,Iris-versicolor
+25,6.184722182676563,3.054133753486621,4.937354944828161,1.6991447852091115,Iris-versicolor
+26,6.226422742786053,3.0541284550665697,5.02754438186981,1.7030355789875826,Iris-virginica
+27,6.216702771820848,3.0541316548789124,5.013554552448471,1.7031231224593453,Iris-virginica
+28,5.1089477161730255,3.0544804755273285,1.5100223820547056,0.26153087238118256,Iris-setosa
+29,5.1089477161730255,3.054543317668863,1.5100223820547056,0.2615308447627224,Iris-setosa
+30,6.256906265843285,3.0541230760251685,5.0768756980981,1.7023826375434112,Iris-virginica
+31,6.19780693310962,3.0541703059365415,4.9778082754138415,1.7050574573278217,Iris-virginica
+0,5.1089477161730255,3.0554314568527294,1.5100223820547056,0.26153086300598566,Iris-setosa
+1,6.179366495982889,3.054007826228756,4.899491327865915,1.6655309094157051,Iris-versicolor
+2,6.1798092202972335,3.054101356683698,4.904029404780077,1.680223923824792,Iris-versicolor
+3,5.108952751702731,3.0584226253668567,4.899507279232777,1.669521256423308,Iris-versicolor
+4,5.108947716178642,3.0540041569589818,4.899491293692553,1.6654331863490082,Iris-versicolor
+5,5.1089477161730255,3.054707338674337,1.5100223820547056,0.26153084537321386,Iris-setosa
+6,6.192275041823741,3.054138070011574,4.961454465059569,1.701830642544393,Iris-virginica
+7,5.108947716173033,3.0546162442458487,1.5100223820547305,0.26153137136367094,Iris-setosa
+8,5.108947716179618,3.080087801565318,1.5100223820879926,0.26155667585176573,Iris-setosa
+9,6.190446391355686,3.0541014758360165,4.9552674111133435,1.700308011912326,Iris-virginica
+10,5.108947725199071,3.058410980876833,1.510022398527137,0.26172984816573386,Iris-setosa
+11,5.1089477161730255,3.055795753668628,1.5100223820547056,0.26153088315706235,Iris-setosa
+12,6.179486751743311,3.054149772835735,4.9002209871974935,1.6734200926383436,Iris-versicolor
+13,5.1089477161730255,3.0544621877877276,1.5100223820547058,0.2615308962696071,Iris-setosa
+14,6.179381999212966,3.0541780486928,4.89954847870039,1.668478636496862,Iris-versicolor
+15,5.108947716173029,3.054186635030117,1.5100223820547156,0.2615311110234694,Iris-setosa
+16,6.180319065688784,3.0541181649271896,4.909921437933076,1.6853492903436262,Iris-versicolor
+17,5.1089477161730255,3.0555737785651624,1.5100223820547056,0.2615308660479486,Iris-setosa
+18,6.200014099925431,3.05413809306601,4.978377386798505,1.7030966264644816,Iris-virginica
+19,6.196503369619304,3.054153966466583,4.975580537775318,1.7040421592549637,Iris-virginica
+20,5.1089477161730255,3.054059494317952,1.5100223820547058,0.2615308756383788,Iris-setosa
+21,6.183533604840341,3.0541511672455055,4.930538799804871,1.6969852490662256,Iris-versicolor
+22,6.181555292627019,3.0543546270081294,4.915240337188026,1.6918749527358259,Iris-versicolor
+23,5.10894771618441,3.0540091321892953,4.899491293721338,1.6654356278038187,Iris-versicolor
diff --git a/iris/lct_gan/3/13/test.csv b/iris/lct_gan/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/13/train.csv b/iris/lct_gan/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/13/val.csv b/iris/lct_gan/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/synth.csv b/iris/lct_gan/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2439a57f67ddcbfe5dee3c8799dde9c589a48a1
--- /dev/null
+++ b/iris/lct_gan/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.243100028361802,3.0541196427001904,5.050045680772423,1.7013294111439567,Iris-virginica
+1,6.179395657400513,3.0541458300869584,4.899641021424232,1.6699522315122801,Iris-versicolor
+2,5.1089477161730255,3.0633464725367716,1.5100223820547058,0.2615309717955666,Iris-setosa
+3,6.213642718628507,3.0541455366805836,5.0099546953159315,1.7041287598203707,Iris-virginica
+4,6.202241899042505,3.0541373512866996,4.9852565506770485,1.7039792749051295,Iris-virginica
+5,6.227894698594178,3.0541369098313527,5.035243081650755,1.7036458025323877,Iris-virginica
+6,6.2568016834871365,3.0541225507538026,5.076961269918025,1.7030212722596576,Iris-virginica
+7,5.1089477161730255,3.055562921523111,1.5100223820547056,0.2615308688731571,Iris-setosa
+8,5.1089477161730255,3.057761592476948,1.5100223820547056,0.2615309072626288,Iris-setosa
+9,5.108947716697533,3.054013142511121,4.8994912960388675,1.6654696695443107,Iris-versicolor
+10,5.108947716173136,3.0636182103071774,1.5100223820554501,0.26153490259984785,Iris-setosa
+11,5.1089477161730255,3.0551069683189835,1.5100223820547056,0.261530858161849,Iris-setosa
+12,5.1089477161730255,3.0585883162530547,1.5100223820547056,0.2615309295544619,Iris-setosa
+13,6.190292126663503,3.0541664422620904,4.956968366777395,1.7039214705040702,Iris-versicolor
+14,5.108947716173108,3.0540289665405504,1.5100223820549137,0.2615314064821535,Iris-versicolor
+15,5.108947716173026,3.054179838650284,1.5100223820547074,0.26153097325538616,Iris-setosa
+16,5.108947716199493,3.0540032539367745,4.89949129380712,1.6654376376291586,Iris-versicolor
+17,5.1089477161730255,3.0545981627761614,1.5100223820547058,0.2615309228344358,Iris-setosa
+18,6.199253542295298,3.054164670478998,4.980472639448944,1.704796451713105,Iris-virginica
+19,5.108947716173998,3.067668911902309,1.5100223820602798,0.2615408060541213,Iris-setosa
+20,6.1805677958052465,3.0540188825170103,4.919240527422065,1.6964527843005843,Iris-virginica
+21,5.108947716173093,3.2777113213991753,1.5100223820564183,0.261542084756756,Iris-setosa
+22,5.108947716178291,3.057617450658922,1.510022382072914,0.26154129202090537,Iris-setosa
+23,5.108947716201327,3.0540074994646687,4.899491293794827,1.6654387078928388,Iris-versicolor
+24,6.180618271356147,3.0542442833203847,4.909154129825438,1.6863124202463236,Iris-versicolor
+25,6.212083827447053,3.0541491737599884,5.010442862412586,1.704082028859352,Iris-virginica
+26,6.18675439951336,3.0541855290460576,4.945006140492614,1.7009109271172105,Iris-versicolor
+27,6.219238951126083,3.0541092163849353,5.015290289642954,1.7015984852964519,Iris-virginica
+28,5.1089477161730255,3.1058696072480414,1.5100223820547098,0.261531509020648,Iris-setosa
+29,5.1089477161730255,3.0685581722889292,1.510022382054706,0.2615310638294975,Iris-setosa
+30,5.1089477161730255,3.082703569703793,1.5100223820547074,0.2615312709721428,Iris-setosa
+31,5.1089477161730255,3.055025803522892,1.5100223820547056,0.2615308547645423,Iris-setosa
+0,5.1089477161730255,3.0628043187333183,1.5100223820547085,0.2615312601223195,Iris-setosa
+1,5.108947716177057,3.0540419449051557,4.899491293678926,1.665434472108208,Iris-versicolor
+2,6.202792007757499,3.054145641890817,4.9874880403684765,1.7047263373269919,Iris-virginica
+3,6.1793677721728475,3.0540073401188024,4.899507265596166,1.666850949803889,Iris-versicolor
+4,6.1793666580166615,3.054015651452889,4.899492310290728,1.665913880994773,Iris-versicolor
+5,6.17936650050114,3.0540053500523823,4.899491364788694,1.6655636739586703,Iris-versicolor
+6,5.1089477161730255,3.0546832128924675,1.510022382054706,0.26153093776418346,Iris-setosa
+7,6.24712922384404,3.0541251005140593,5.058178905800321,1.7018511972504196,Iris-virginica
+8,6.179461420469685,3.0547883838338787,4.899781972873284,1.6725935112366979,Iris-versicolor
+9,6.1816375903688,3.0542680601287775,4.918104457393093,1.6925236429447665,Iris-versicolor
+10,5.1089477161730255,3.057825132464817,1.5100223820547056,0.26153090134757834,Iris-setosa
+11,5.108947716306374,3.0540412146373415,4.899491294128171,1.6654542594984432,Iris-versicolor
+12,6.179556069219236,3.0541352585400756,4.900865361880999,1.6750829406233554,Iris-versicolor
+13,6.17980021105132,3.054011571917445,4.909388676124287,1.688203901815386,Iris-versicolor
+14,6.202309261825929,3.0541565487269287,4.987923159690474,1.704661449708983,Iris-virginica
+15,5.1089477161730255,3.0552763834336245,1.5100223820547056,0.2615308701673941,Iris-setosa
+16,5.1089477161730255,3.055520159657035,1.5100223820547056,0.2615308662664977,Iris-setosa
+17,5.1089477161730255,3.056804547168259,1.5100223820547056,0.26153088907519495,Iris-setosa
+18,5.1089477161730255,3.0553975208234645,1.5100223820547056,0.2615308612185505,Iris-setosa
+19,6.189024380719899,3.054149480775146,4.950978970978216,1.7018919934479046,Iris-versicolor
+20,5.1089477161730255,3.0575043990496917,1.5100223820547056,0.26153089662982765,Iris-setosa
+21,5.1089477161730255,3.0548870407211126,1.5100223820547056,0.2615308520507163,Iris-setosa
+22,5.1089477161730255,3.0572395466696176,1.5100223820547056,0.2615308915274725,Iris-setosa
+23,5.10894771633541,3.054058058346052,4.899491294287149,1.665458639178283,Iris-versicolor
+24,5.10894771617303,3.0541265484911198,1.5100223820547163,0.26153112365397674,Iris-setosa
+25,6.202963817644437,3.0541448381928005,4.9870442412974265,1.7040465605721749,Iris-virginica
+26,5.108947716173044,3.1098645543874146,1.510022382054938,0.26153468732237595,Iris-setosa
+27,6.179366792493959,3.0540202513222696,4.899493118321603,1.6660525209065755,Iris-versicolor
+28,6.281719290157765,3.0541243176442734,5.099534533195359,1.703670634574859,Iris-virginica
+29,6.206404717155164,3.054111519992236,4.99152047793388,1.702910028885581,Iris-virginica
+30,5.1089477161730255,3.0551127738611634,1.5100223820547056,0.2615308695271692,Iris-setosa
+31,6.220895293921734,3.054100100097447,5.026168178891548,1.7076215622877389,Iris-virginica
+0,5.1089477161730255,3.0638174054644947,1.5100223820547056,0.2615309656531878,Iris-setosa
+1,5.108947716400366,3.0540801785051808,4.8994912944870475,1.6654599088787203,Iris-versicolor
+2,5.108947716173026,3.2231203680151816,1.5100223820547258,0.26153233706841145,Iris-setosa
+3,6.24157060273352,3.054124049656892,5.054979867972802,1.702090431190007,Iris-virginica
+4,5.108947716173026,3.0541180852868792,1.5100223820547074,0.26153096242297336,Iris-setosa
+5,6.204001732412735,3.054139113561252,4.989018346412978,1.703914380761817,Iris-virginica
+6,5.108947716173272,3.054126514594936,1.5100223820552052,0.26153198017921647,Iris-setosa
+7,5.10894771617399,3.0540746317625667,1.5100223820567844,0.2615326825520586,Iris-setosa
+8,5.108947716173205,3.0540770755076343,1.5100223820550887,0.26153176116613436,Iris-setosa
+9,5.1089477161730255,3.0599131345790926,1.5100223820547056,0.2615309246138437,Iris-setosa
+10,6.18323752671584,3.0542123190805635,4.929798732383002,1.696097070430861,Iris-versicolor
+11,5.1089477161730255,3.0550455719283036,1.5100223820547056,0.261530854763212,Iris-setosa
+12,5.1089477161730255,3.0592292417505567,1.510022382054706,0.2615310135783114,Iris-setosa
+13,5.1089477161773384,3.073124089038051,1.5100223820736622,0.26155069956526206,Iris-setosa
+14,5.108947716173047,3.054139613790947,1.5100223820547565,0.2615313768692317,Iris-setosa
+15,5.108947716176757,3.0606634692610117,1.5100223820703318,0.2615430984661526,Iris-setosa
+16,6.2060459686073,3.0541645260900587,4.996191489890067,1.7050896988524178,Iris-virginica
+17,6.179375549704304,3.0542470969174693,4.8995203641966745,1.6679957093884077,Iris-versicolor
+18,5.1089477161730255,3.055615002865117,1.5100223820547056,0.2615308649769038,Iris-setosa
+19,6.180748630406746,3.0545670508335605,4.9069905718335365,1.6873514948938113,Iris-versicolor
+20,5.1089477161742165,3.132304422021658,1.5100223820670415,0.261549426376392,Iris-setosa
+21,5.1089477161730255,3.068881138248855,1.5100223820547067,0.261531143809577,Iris-setosa
+22,5.1089477161730255,3.0546135164017074,1.5100223820547056,0.26153084335381854,Iris-setosa
+23,5.1089477161730255,3.054662968104175,1.5100223820547056,0.26153084559231843,Iris-setosa
+24,6.2094200086974976,3.0541435908635406,5.000091267371586,1.7042303359573114,Iris-virginica
+25,5.108950705515955,3.055545172248604,4.8995008496498205,1.6679658224787968,Iris-versicolor
+26,6.226456168313246,3.0541388988267255,5.03184174563743,1.7038606448874902,Iris-virginica
+27,6.180086806327822,3.0543759898548175,4.9033558280349165,1.6808263561572176,Iris-versicolor
+28,6.196482880936816,3.0540942193170584,4.9746622478404525,1.702560664136164,Iris-virginica
+29,6.180014270218303,3.0544118696258487,4.90281568288952,1.6808339483478405,Iris-versicolor
+30,5.1089477161730255,3.0586747334860998,1.5100223820547056,0.2615309106355573,Iris-setosa
+31,5.1089477161730255,3.0563697933796456,1.5100223820547056,0.2615308951297348,Iris-setosa
+0,6.279072588535351,3.054123273365104,5.094928162857308,1.7022000040863874,Iris-virginica
+1,6.179402605854791,3.054006953901186,4.900646590326454,1.6752375372982264,Iris-versicolor
+2,6.210412177399712,3.05413716989495,5.002419922726416,1.704356642994519,Iris-virginica
+3,6.199850017565263,3.0541569373318995,4.9815094754953515,1.7041637223965265,Iris-virginica
+4,6.21475216391345,3.054137747425553,5.009797796970278,1.7037238060104327,Iris-virginica
+5,6.179462521412616,3.0544176916947765,4.899820759573627,1.672334454240739,Iris-versicolor
+6,6.183003612863091,3.054160425959853,4.9291693223814415,1.6964149505908883,Iris-versicolor
+7,6.179763093876691,3.054068962195023,4.904839558986859,1.681617774329625,Iris-versicolor
+8,5.1089477161730255,3.054426149666805,1.5100223820547056,0.2615308376679765,Iris-setosa
+9,6.179370239133781,3.0540275483499975,4.899524272383591,1.667674013149327,Iris-versicolor
+10,5.1089477161730255,3.0825402119818652,1.5100223820547063,0.2615311495876447,Iris-setosa
+11,5.108947716173027,3.0545742045257094,1.5100223820547125,0.261531153126452,Iris-setosa
+12,6.181434044218236,3.0543198918841883,4.914727691072875,1.6906471614171257,Iris-versicolor
+13,6.17986897233129,3.054181418275343,4.9029541324692065,1.679129866970009,Iris-versicolor
+14,6.234338769895764,3.054119665742049,5.045674876822605,1.7043606266923061,Iris-virginica
+15,5.108947721630511,3.0707006296603665,1.5100223962828343,0.2617806720754687,Iris-setosa
+16,6.203827334599112,3.0541522274225508,4.990859985300711,1.7045200790086443,Iris-virginica
+17,5.1089477161730255,3.0542984482652207,1.5100223820547056,0.26153086143932147,Iris-setosa
+18,5.1089477161730406,3.0887208619359243,1.510022382054858,0.26153391428942857,Iris-setosa
+19,6.188080606664983,3.054187826050206,4.950706031016337,1.70303697213988,Iris-versicolor
+20,5.1089477161730255,3.072961832495603,1.5100223820547058,0.261531047090261,Iris-setosa
+21,5.1089477161730255,3.0542198022260116,1.5100223820547056,0.26153084393198134,Iris-setosa
+22,6.189517087938231,3.0541379135734528,4.953583727399499,1.7021483595718325,Iris-versicolor
+23,5.1089478495905105,3.055314045100005,4.899491738653374,1.6662441484239174,Iris-versicolor
diff --git a/iris/lct_gan/3/14/test.csv b/iris/lct_gan/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/14/train.csv b/iris/lct_gan/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/14/val.csv b/iris/lct_gan/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/synth.csv b/iris/lct_gan/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..847b659781abf4518271b85ea01c4ac6aa250eb9
--- /dev/null
+++ b/iris/lct_gan/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189648586962865,3.0541974778345136,4.957161341111732,1.7054641109793216,Iris-versicolor
+1,6.19341672464367,3.0541569454191895,4.965502261028198,1.7035182491622116,Iris-virginica
+2,5.1089477161730255,3.209613777051782,1.5100223820547203,0.26153208044609055,Iris-setosa
+3,6.179366492281301,3.054003749788933,4.89949131303585,1.6655203574901554,Iris-versicolor
+4,5.108947772522313,3.0541688974400456,4.8994914916585275,1.6658245651129364,Iris-versicolor
+5,6.179368619074205,3.0541210956201823,4.8994973196586455,1.6667295302190033,Iris-versicolor
+6,6.202477095006561,3.0541259704448422,4.984356289356392,1.7040369651133773,Iris-virginica
+7,6.189602730045396,3.054156891562618,4.95408845980973,1.7027576206343715,Iris-versicolor
+8,5.1089477161730645,3.055728265171518,1.510022382054849,0.2615321995869072,Iris-setosa
+9,5.108947727496814,3.0541670028508903,4.89949134333736,1.6656358852357696,Iris-versicolor
+10,5.1089477161730255,3.0582818386044384,1.5100223820547056,0.2615309102533115,Iris-setosa
+11,6.18031335597096,3.0545128601049854,4.90427149465946,1.6831795241561776,Iris-versicolor
+12,6.205924695797267,3.054105785826993,4.992882223001615,1.7060599560178633,Iris-virginica
+13,5.1089477161730255,3.054507776356574,1.5100223820547058,0.26153091945877266,Iris-setosa
+14,5.1089477161730255,3.0551799244780935,1.5100223820547056,0.26153085765630507,Iris-setosa
+15,5.1089477161730255,3.054592145681546,1.5100223820547056,0.2615308845374349,Iris-setosa
+16,5.1089477161730255,3.055045023049095,1.5100223820547058,0.26153092396312455,Iris-setosa
+17,6.183845234926196,3.0540855112742036,4.93239041289991,1.6980675750566407,Iris-versicolor
+18,5.108947716173027,3.056179787396045,1.5100223820547127,0.26153127338436927,Iris-setosa
+19,5.108947716693945,3.054174363328627,4.899491295410555,1.6654972026673442,Iris-versicolor
+20,6.245808477691801,3.054106958848774,5.050867955673445,1.7000102035858662,Iris-virginica
+21,6.216997220987726,3.054127038193503,5.013905369395109,1.7027610920958338,Iris-virginica
+22,6.208658070653885,3.0541334787828904,4.998621744584149,1.7039835294030117,Iris-virginica
+23,5.1089477161730255,3.0551125580324,1.5100223820547056,0.2615308750322457,Iris-setosa
+24,6.179525571536832,3.054169164219993,4.9004285703550075,1.674365897860247,Iris-versicolor
+25,6.180758711608215,3.0540682603301987,4.915914907836368,1.6904922914951706,Iris-versicolor
+26,6.179366489827485,3.054003007213707,4.899491300072388,1.6654822577978734,Iris-versicolor
+27,6.182197171474116,3.0540756111861986,4.922735857050732,1.6935191220395676,Iris-versicolor
+28,5.108947716174074,3.0609953456787222,1.5100223820596468,0.26153983117297513,Iris-setosa
+29,5.1089477161730255,3.0544712157690532,1.5100223820547056,0.2615308423249356,Iris-setosa
+30,5.1089477161730255,3.0597733161784535,1.5100223820547056,0.2615309218863359,Iris-setosa
+31,6.191893160892425,3.0540468734952,4.972777597919583,1.7196591224456028,Iris-virginica
+0,6.2114594315715275,3.0541399813161387,5.003656912035051,1.7039258555080226,Iris-virginica
+1,6.274101426782113,3.054121439424334,5.091899568286431,1.7035509539833562,Iris-virginica
+2,5.1089477163341686,3.054115848516061,4.899491294327944,1.665466026194629,Iris-versicolor
+3,5.1089477161730255,3.0541527581902552,1.5100223820547058,0.2615308890362776,Iris-setosa
+4,5.1089477161730255,3.0550036924949797,1.5100223820547056,0.2615308554262228,Iris-setosa
+5,5.1089477161730255,3.064778609577118,1.510022382054706,0.2615310454282604,Iris-setosa
+6,5.1089477161730255,3.057959916672133,1.5100223820547056,0.2615309103236487,Iris-setosa
+7,5.108948047735638,3.054384608541294,4.899492386913176,1.666254557455516,Iris-versicolor
+8,5.1089477161730255,3.055860048302522,1.5100223820547056,0.2615308713457052,Iris-setosa
+9,6.1794013574531546,3.0540154650097273,4.900145554274593,1.672115177126245,Iris-versicolor
+10,6.179393685695222,3.054069331135176,4.899699073511667,1.6700715944030688,Iris-versicolor
+11,6.1926288710799335,3.054140260183,4.963360989448876,1.7023697239677837,Iris-virginica
+12,5.108947716173274,3.0586448096582006,1.5100223820556182,0.2615349388334713,Iris-setosa
+13,5.1089477161730255,3.0601293340243614,1.5100223820547056,0.2615309428281909,Iris-setosa
+14,6.193751060788309,3.0541404929661438,4.964939865818235,1.702992750158057,Iris-virginica
+15,5.1089477161730255,3.055908303387943,1.5100223820547056,0.26153091537127116,Iris-setosa
+16,6.179383114092659,3.054002886121516,4.900261020429475,1.6732399175894133,Iris-versicolor
+17,5.1089477161730255,3.0545856977846695,1.5100223820547056,0.2615308512031543,Iris-setosa
+18,5.108947716173028,3.054181535773729,1.5100223820547123,0.26153108339689934,Iris-setosa
+19,6.179366509508611,3.0540067858029976,4.899491421319952,1.6656140875996182,Iris-versicolor
+20,6.179665079661212,3.0540071350924825,4.909815037529461,1.6915711085036282,Iris-versicolor
+21,5.1089477161730255,3.056592680598607,1.5100223820547056,0.26153088397681074,Iris-setosa
+22,5.1089477161730255,3.0629428516196087,1.5100223820547058,0.26153100048093253,Iris-setosa
+23,5.108947851779703,3.0551460146098908,4.899491649924918,1.666098415354273,Iris-versicolor
+24,5.1089477161730255,3.0577111221532762,1.5100223820547067,0.26153107381533397,Iris-setosa
+25,5.108947716173081,3.0543856146605295,1.510022382054876,0.2615319186886346,Iris-setosa
+26,5.1089477161730255,3.054238428977762,1.5100223820547056,0.2615308358316084,Iris-setosa
+27,5.10895584763798,3.0566085543261936,4.899517514654783,1.669703207986116,Iris-versicolor
+28,5.108948304515677,3.0580111766574056,4.899492786071181,1.6670943535143712,Iris-versicolor
+29,6.179379156632294,3.054131692535749,4.899546469617738,1.6684799556277479,Iris-versicolor
+30,6.179412324330069,3.0540558512831324,4.899875422221108,1.6714682862697445,Iris-versicolor
+31,6.179369423765114,3.0542019393143907,4.899499651932579,1.6671549211775472,Iris-versicolor
+0,5.1089477161730255,3.060605733809128,1.5100223820547056,0.2615309414918632,Iris-setosa
+1,5.1089477161730255,3.060830662194658,1.5100223820547058,0.2615309696622051,Iris-setosa
+2,5.1089477161730255,3.1428065832272627,1.5100223820547083,0.2615314734205496,Iris-setosa
+3,5.1089477161730255,3.058600210681842,1.5100223820547056,0.2615309205917229,Iris-setosa
+4,5.1089477161730255,3.054077110215063,1.510022382054706,0.26153090635552567,Iris-setosa
+5,5.1089477216415045,3.054020941218093,4.899491321919298,1.665531575774091,Iris-versicolor
+6,6.186886940819888,3.054216693109544,4.947647232419573,1.7029009456631083,Iris-versicolor
+7,5.108947716173028,3.0541795908371068,1.5100223820547118,0.2615310721580506,Iris-setosa
+8,6.188809045977657,3.054135040610881,4.950107065797392,1.701035925831066,Iris-versicolor
+9,5.1089477161730255,3.0670330169758286,1.5100223820547067,0.2615311338060337,Iris-setosa
+10,5.108948159534761,3.0541740462263673,4.899493120330759,1.666310695457194,Iris-versicolor
+11,6.214319282978686,3.0541423566022345,5.010066806656739,1.7037222073110752,Iris-virginica
+12,5.1089477161730255,3.055463463704896,1.5100223820547056,0.2615308838823061,Iris-setosa
+13,6.1809903774088095,3.054437979548202,4.9095126244103335,1.688202872448759,Iris-versicolor
+14,5.1089477161730255,3.0548871802803172,1.5100223820547058,0.26153092668616573,Iris-setosa
+15,6.203995535890006,3.0541636279858246,4.992155369059394,1.7052800713193932,Iris-virginica
+16,5.108947716242824,3.0548823109016863,1.510022382226206,0.2615524567082207,Iris-setosa
+17,5.1089477161730255,3.054330140052672,1.5100223820547056,0.2615308491521055,Iris-setosa
+18,5.1089477161730255,3.054276350695163,1.5100223820547056,0.2615308468322842,Iris-setosa
+19,6.189385342809579,3.054067789242418,4.956974238740192,1.7031882515135839,Iris-virginica
+20,6.179367163519357,3.0540017642519612,4.8995093766602755,1.667180931852963,Iris-versicolor
+21,5.1089477161730255,3.092419569256514,1.5100223820547078,0.2615313302192255,Iris-setosa
+22,6.17991141072101,3.054551431321065,4.901940864395949,1.6793411644539848,Iris-versicolor
+23,5.1089477161730255,3.054490982262695,1.5100223820547056,0.26153084356738826,Iris-setosa
+24,5.1089477161730255,3.0570406873800913,1.5100223820547056,0.26153089096165827,Iris-setosa
+25,6.181736872425214,3.054080811558865,4.922445412198694,1.6938187672389626,Iris-versicolor
+26,6.198265768606504,3.0541415343021936,4.974730541456749,1.7036809608676484,Iris-virginica
+27,5.1089477161730255,3.057610422590182,1.5100223820547056,0.261530898153125,Iris-setosa
+28,5.1089477161730255,3.0640904867060637,1.5100223820547056,0.26153096439583423,Iris-setosa
+29,5.108947719356628,3.054085347283334,4.899491308284281,1.6655435675868753,Iris-versicolor
+30,5.1089477161730255,3.056121348412827,1.5100223820547056,0.26153087580169954,Iris-setosa
+31,5.1089477161730255,3.054202294538852,1.5100223820547058,0.2615308946589209,Iris-setosa
+0,5.108947716368755,3.065195078393166,1.5100223825888315,0.26159668738632114,Iris-setosa
+1,6.18051447167004,3.0542439844050944,4.908024118580229,1.684441278048272,Iris-versicolor
+2,6.179366557233993,3.054003534742722,4.899491950511787,1.6658086907828034,Iris-versicolor
+3,5.1089477161730255,3.0999037806673795,1.5100223820547067,0.26153125077777906,Iris-setosa
+4,5.1089477161730255,3.0604431685661457,1.5100223820547056,0.26153093329082416,Iris-setosa
+5,5.1089477161730255,3.0582851151768593,1.5100223820547058,0.26153097777358214,Iris-setosa
+6,5.1089477161730255,3.055519316063399,1.5100223820547056,0.26153086551476207,Iris-setosa
+7,5.1089477660754445,3.0755354241720787,1.5100224952984593,0.2621615777419003,Iris-setosa
+8,5.1089477161730255,3.054356191917591,1.5100223820547067,0.2615309765460817,Iris-setosa
+9,6.179366527582869,3.0540038276943435,4.899491609149266,1.6657578889755105,Iris-versicolor
+10,6.179367450282748,3.0540029987826993,4.899509981196364,1.667125745933849,Iris-versicolor
+11,5.1089477161730255,3.0570886987651558,1.5100223820547065,0.261531028277187,Iris-setosa
+12,5.1089477161730255,3.056216112433386,1.5100223820547056,0.26153087590320595,Iris-setosa
+13,6.204483281985956,3.0541396703768218,4.991770270856046,1.704275151741753,Iris-virginica
+14,5.1089477161730255,3.055945087048828,1.5100223820547056,0.2615308731958605,Iris-setosa
+15,6.191627312777348,3.0540889087472065,4.96322156941634,1.704748063324997,Iris-virginica
+16,5.1089477161730255,3.0551605669019777,1.5100223820547056,0.2615308653184775,Iris-setosa
+17,5.1089477161730255,3.054430313401093,1.5100223820547056,0.2615308420384336,Iris-setosa
+18,5.1089477161730406,3.0559749189105316,1.5100223820547694,0.2615318750754012,Iris-setosa
+19,6.190853124609876,3.0541857327879067,4.960231489668534,1.7054804829658043,Iris-versicolor
+20,5.108947716176798,3.0678876377012303,1.5100223820708107,0.26154617442491296,Iris-setosa
+21,5.108947716173026,3.0696841283068568,1.5100223820547136,0.26153154320000943,Iris-setosa
+22,6.179568319343096,3.054933880794927,4.900162305920588,1.6750843378539675,Iris-versicolor
+23,5.1089477161730255,3.0702327491248855,1.5100223820547058,0.2615310262060841,Iris-setosa
diff --git a/iris/lct_gan/3/15/test.csv b/iris/lct_gan/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/15/train.csv b/iris/lct_gan/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/15/val.csv b/iris/lct_gan/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/synth.csv b/iris/lct_gan/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c54da3724380fbcf349e42d210992193de64e6c8
--- /dev/null
+++ b/iris/lct_gan/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.195426914822155,3.054088349573368,4.973857788937309,1.7052717580827337,Iris-virginica
+1,5.1089477161730255,3.054370258293103,1.5100223820547056,0.261530849712647,Iris-setosa
+2,6.214127689953929,3.054140510260115,5.010445188685387,1.703771016581259,Iris-virginica
+3,5.1089477161730255,3.077891679403275,1.5100223820547065,0.26153118236589024,Iris-setosa
+4,5.108947716173029,3.0541904407603306,1.510022382054715,0.26153112461210365,Iris-setosa
+5,5.108947716173032,3.0541559628449098,1.5100223820547216,0.2615312042919424,Iris-setosa
+6,6.1818423560589,3.0543248461101875,4.919231814842548,1.6927023236991952,Iris-versicolor
+7,5.1089477161730255,3.054228654651517,1.510022382054706,0.26153092608016937,Iris-setosa
+8,5.10894772392283,3.0545492428979024,4.899491314238365,1.6656456749115593,Iris-versicolor
+9,6.200428233729662,3.054153767365807,4.982259811035337,1.7043559284737857,Iris-virginica
+10,6.226314496059578,3.0541355705107422,5.031456647434082,1.7037176167600625,Iris-virginica
+11,5.108947716173027,3.0543600850609693,1.5100223820547112,0.2615311006309235,Iris-setosa
+12,6.215256985305829,3.0541380809539413,5.011497689552673,1.7036439460835417,Iris-virginica
+13,5.1089477161730255,3.054571246766079,1.5100223820547056,0.26153084279648453,Iris-setosa
+14,5.1089477161730255,3.0571545705086223,1.5100223820547056,0.2615308897152091,Iris-setosa
+15,6.243429202596644,3.0541264901066723,5.060013984848891,1.702495407838507,Iris-virginica
+16,5.1089477161730255,3.0604925513945864,1.510022382054706,0.2615310434973762,Iris-setosa
+17,5.1089477161730255,3.0541243471760877,1.5100223820547067,0.26153094883282363,Iris-setosa
+18,5.108947716179852,3.0540708860581556,4.899491293687759,1.6654363111079207,Iris-versicolor
+19,6.210662534207968,3.0541177286411676,5.00075149110763,1.7031527930143622,Iris-virginica
+20,6.186452820998887,3.0541622422419064,4.943927309594066,1.7010243499426563,Iris-versicolor
+21,5.108947716173047,3.178232737740601,1.510022382055131,0.26153644053365066,Iris-setosa
+22,5.1089477161730255,3.0564958661544885,1.5100223820547056,0.26153088130113583,Iris-setosa
+23,5.1089477161730255,3.075152088140067,1.510022382054706,0.2615310704766568,Iris-setosa
+24,6.189681550957875,3.054173833240104,4.955489238734522,1.7031119380891455,Iris-versicolor
+25,5.1089477161730255,3.0551973303383497,1.5100223820547056,0.26153087413916337,Iris-setosa
+26,5.1089477161730255,3.2393588886728657,1.5100223820547227,0.2615322395487573,Iris-setosa
+27,5.1089477161730255,3.0648677954554993,1.510022382054706,0.2615310276456901,Iris-setosa
+28,5.1089477161730255,3.0630109838800883,1.5100223820547063,0.26153105975533875,Iris-setosa
+29,6.182834061137395,3.054223645814301,4.9285979066109515,1.6962059385944637,Iris-versicolor
+30,6.194895998037592,3.0541500975473426,4.97282612447049,1.7039901069089403,Iris-virginica
+31,5.1089477161730255,3.0570711539494115,1.5100223820547056,0.2615308963896863,Iris-setosa
+0,5.1089477161730255,3.054184956722512,1.5100223820547056,0.2615308527039963,Iris-setosa
+1,6.218970872039726,3.054106004561143,5.014561203229255,1.7013575254140887,Iris-virginica
+2,5.108947716173027,3.1092795061014242,1.5100223820547265,0.2615321424883405,Iris-setosa
+3,5.1089477161730255,3.0565770729088992,1.5100223820547058,0.2615309667728864,Iris-setosa
+4,5.1089477161730255,3.054055344462862,1.5100223820547058,0.2615308852662508,Iris-setosa
+5,6.228180513902205,3.054111974804818,5.034815322605874,1.7037921977164217,Iris-virginica
+6,5.108947716477594,3.0540730349190004,4.89949129484235,1.665474175336474,Iris-versicolor
+7,5.108947716173026,3.281906982647385,1.510022382054754,0.26153309733268376,Iris-setosa
+8,6.1794035965754315,3.054064039733333,4.899771010576525,1.6708794600107806,Iris-versicolor
+9,6.201758656719825,3.054126407862833,4.9890248749850326,1.7038682990684964,Iris-virginica
+10,6.209988376518056,3.054135675268188,5.001444070046562,1.703982925812438,Iris-virginica
+11,5.1089477161730255,3.0544857891409194,1.5100223820547056,0.26153084952781663,Iris-setosa
+12,5.1089477161730255,3.055534302528499,1.5100223820547056,0.2615308660269545,Iris-setosa
+13,6.18065422650847,3.054090393739654,4.915794965648476,1.6899721562904935,Iris-versicolor
+14,5.1089477161730255,3.0549322834608406,1.5100223820547056,0.2615308565674225,Iris-setosa
+15,6.179648022360703,3.054118670477139,4.901680452577804,1.6767211833201927,Iris-versicolor
+16,5.1089477161730255,3.0540709097163083,1.510022382054706,0.2615308938886467,Iris-setosa
+17,6.196445616744667,3.054154258615214,4.973066868691732,1.7036337339835637,Iris-virginica
+18,6.179392036165385,3.054871238735208,4.899549212005665,1.6695255239717974,Iris-versicolor
+19,5.108947716174131,3.069756221754631,1.510022382060569,0.2615413386148059,Iris-setosa
+20,6.1793665377002185,3.054022164985103,4.8994914810992825,1.6656833058270573,Iris-versicolor
+21,5.108947716173931,3.186157778343678,1.5100223820670127,0.26155508671054134,Iris-setosa
+22,5.108947716173037,3.311964339827583,1.5100223820551208,0.26153688972316474,Iris-setosa
+23,6.17954289149935,3.05408721363615,4.9011363695356325,1.675482566522985,Iris-versicolor
+24,6.2332940060456385,3.054125339812314,5.041172325788441,1.703822161910096,Iris-virginica
+25,6.242513550631884,3.054127480164525,5.055831959187578,1.7015728800055159,Iris-virginica
+26,6.179601208914298,3.05468521144669,4.9003034306944535,1.6754380680314265,Iris-versicolor
+27,5.1089477161730255,3.0547450438083286,1.5100223820547058,0.26153092826583085,Iris-setosa
+28,5.1089477161730255,3.0543498369176407,1.5100223820547056,0.26153088321483164,Iris-setosa
+29,5.1089477161730255,3.054354254590316,1.5100223820547056,0.26153087066926906,Iris-setosa
+30,5.1089477161730255,3.0545993680967922,1.5100223820547067,0.26153099765276716,Iris-setosa
+31,6.179366496865701,3.0540048926629986,4.8994913385615115,1.6655636612394265,Iris-versicolor
+0,5.1089477161730255,3.058527475684327,1.5100223820547063,0.2615310424006942,Iris-setosa
+1,5.1089477161730255,3.055286544390183,1.5100223820547056,0.26153088407185093,Iris-setosa
+2,6.194997780524784,3.0541512266361477,4.969220301573831,1.7037985044222548,Iris-virginica
+3,5.1089477161730255,3.0581599300669806,1.5100223820547056,0.2615309189587208,Iris-setosa
+4,6.214574082208503,3.054107717733394,5.006694611587645,1.7021864281924546,Iris-virginica
+5,6.180370541080837,3.0540152172059836,4.916541675767341,1.6925640362047605,Iris-versicolor
+6,5.1089477161730255,3.0554696123594685,1.5100223820547056,0.26153086799837405,Iris-setosa
+7,5.1089477161730255,3.054746831464142,1.5100223820547056,0.26153085727180325,Iris-setosa
+8,6.179377933232406,3.0540181844301326,4.899633203535899,1.6692205031458123,Iris-versicolor
+9,5.1089477161730255,3.0637222500341976,1.5100223820547058,0.26153096733117465,Iris-setosa
+10,5.108947716189274,3.1566978400095898,1.5100223821756427,0.2615952772685265,Iris-setosa
+11,6.192393934466289,3.0541961410419676,4.965773228035592,1.7072420800000152,Iris-versicolor
+12,6.190016087889929,3.0541803832531653,4.957879427756997,1.7046469406966496,Iris-versicolor
+13,5.108947716187097,3.054036087374153,4.899491293733335,1.6654387480937107,Iris-versicolor
+14,6.179619112959912,3.054341441455458,4.900586996001154,1.6755542926590627,Iris-versicolor
+15,6.289895811051483,3.0541254787803793,5.104832281815412,1.7038686742734475,Iris-virginica
+16,6.1794298900915905,3.054919669401604,4.899651939226432,1.671265387667037,Iris-versicolor
+17,5.108947716353895,3.0540144777094773,4.8994912944315345,1.6654513666877044,Iris-versicolor
+18,5.108947716173049,3.433483603899564,1.5100223820557905,0.2615411453880174,Iris-setosa
+19,5.108947716197049,3.167416656667901,1.510022382243103,0.261614315010949,Iris-setosa
+20,5.1089477161730255,3.062126343134574,1.5100223820547058,0.2615310093670788,Iris-setosa
+21,5.108947716173054,3.0540293382131507,1.510022382054768,0.2615312195946722,Iris-setosa
+22,5.1089477161730255,3.055485818936262,1.5100223820547056,0.2615308692717993,Iris-setosa
+23,5.108947716173237,3.054032780430374,1.5100223820552299,0.2615316868539166,Iris-versicolor
+24,5.1089477161730255,3.05617469665458,1.5100223820547056,0.26153087876284814,Iris-setosa
+25,5.1089477161730255,3.054761362173353,1.5100223820547058,0.26153090711378457,Iris-setosa
+26,6.179670683843636,3.05406399877492,4.903039279447308,1.6790192712323047,Iris-versicolor
+27,5.1089477161730255,3.0546908049836468,1.5100223820547056,0.26153084550835637,Iris-setosa
+28,5.1089477161730255,3.055259120050538,1.5100223820547056,0.2615308814240124,Iris-setosa
+29,5.1089477161730255,3.0571034073192798,1.5100223820547056,0.26153091384564936,Iris-setosa
+30,6.185857355243427,3.0542202659056845,4.943336236193064,1.7017630045109584,Iris-versicolor
+31,5.1089477161730255,3.0566049537590794,1.5100223820547056,0.2615309151390318,Iris-setosa
+0,6.221390918135015,3.054135817015866,5.024558535688366,1.703965774052187,Iris-virginica
+1,6.190287175998799,3.054122920618397,4.955333459751318,1.7023284840496606,Iris-virginica
+2,6.181236853721397,3.0540511587840964,4.919637408634891,1.6933909291896483,Iris-versicolor
+3,5.108947716173026,3.057676099333116,1.5100223820547105,0.26153125922029824,Iris-setosa
+4,6.204647969497085,3.05415853851468,4.992503515795048,1.7050013397177173,Iris-virginica
+5,6.183839540720594,3.0540596017040813,4.931868699323572,1.697289240117752,Iris-versicolor
+6,6.179374889632153,3.0540316396759994,4.899563727888586,1.668363998537555,Iris-versicolor
+7,5.1089477161730255,3.05649651515007,1.5100223820547056,0.2615308803874297,Iris-setosa
+8,5.108947716177309,3.0540497121056562,4.8994912936840835,1.665434654011398,Iris-versicolor
+9,5.108947716173026,3.0620797997875773,1.5100223820547127,0.2615313926344348,Iris-setosa
+10,5.1089477161730255,3.0549350565334334,1.5100223820547056,0.26153085907689394,Iris-setosa
+11,6.182512652774141,3.0543534388179627,4.924281973308162,1.696706657758575,Iris-versicolor
+12,5.108948506440503,3.055876991413836,4.899493540339196,1.6670133603257862,Iris-versicolor
+13,5.108947716173028,3.0540170442983405,1.5100223820547112,0.2615309683703495,Iris-setosa
+14,5.1089477161730255,3.05659015504991,1.5100223820547056,0.2615308954899383,Iris-setosa
+15,5.108947717720538,3.0687810580992183,1.510022386000556,0.26167974893138496,Iris-setosa
+16,6.179418124534039,3.0555602306566247,4.899602158986649,1.6711785864485473,Iris-versicolor
+17,6.19923881509614,3.0540882428852862,4.980682816945852,1.705535014927158,Iris-virginica
+18,5.1089477161730255,3.0558060685729753,1.5100223820547058,0.26153094031911256,Iris-setosa
+19,5.108947716173435,3.054080162066475,1.5100223820557355,0.2615323526559541,Iris-setosa
+20,5.1089477161730255,3.0548375393629366,1.5100223820547056,0.26153085351634975,Iris-setosa
+21,5.1089477161730255,3.102032515153021,1.5100223820547078,0.26153134871583317,Iris-setosa
+22,6.179366495725598,3.054002137355834,4.899491353726498,1.6655783004009772,Iris-versicolor
+23,6.186542194405517,3.0541213331701735,4.942051351929093,1.7003163740887617,Iris-versicolor
diff --git a/iris/lct_gan/3/16/test.csv b/iris/lct_gan/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/16/train.csv b/iris/lct_gan/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/16/val.csv b/iris/lct_gan/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/synth.csv b/iris/lct_gan/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5204e832f893b5202d277603f4945ebaf7ddbd5d
--- /dev/null
+++ b/iris/lct_gan/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716750084,3.0572797630643413,1.5100223833980333,0.2615909216438087,Iris-setosa
+1,5.108947716173026,3.0554675141416605,1.5100223820547083,0.26153110906847477,Iris-setosa
+2,6.1793879629338955,3.0540245452031254,4.899731515407494,1.6701534098818525,Iris-versicolor
+3,5.1089477161730255,3.0878493556535456,1.5100223820547067,0.2615312238425717,Iris-setosa
+4,5.1089477161730255,3.101732067025525,1.5100223820547083,0.261531393877648,Iris-setosa
+5,6.19569435668734,3.0541458877922243,4.970698923089563,1.7036047518480661,Iris-virginica
+6,6.231768858304785,3.054128686667435,5.0378327360590935,1.7045128652856247,Iris-virginica
+7,5.10894771617304,3.0541154837453273,1.5100223820547387,0.2615312881197523,Iris-setosa
+8,6.179467162987579,3.055123779618792,4.8997739841273065,1.6730012015957914,Iris-versicolor
+9,5.1089477161730255,3.0611683322814507,1.5100223820547058,0.26153098922062823,Iris-setosa
+10,6.209791705244924,3.054156504542404,5.002738803449408,1.7047885887223868,Iris-virginica
+11,5.108947716208133,3.0541380148721045,4.899491293778416,1.6654460273055431,Iris-versicolor
+12,5.1089477161730255,3.0566856928341934,1.5100223820547056,0.2615308966172027,Iris-setosa
+13,6.18503190702492,3.0542560584396354,4.941286377129356,1.7023924189733586,Iris-versicolor
+14,5.1089477161730255,3.0545160856130256,1.5100223820547056,0.26153084923410197,Iris-setosa
+15,6.179813230685976,3.054017856811566,4.908824863732675,1.6865740082443776,Iris-versicolor
+16,5.108947716173026,3.0615683220431804,1.5100223820547103,0.26153135450962506,Iris-setosa
+17,6.2051402974503,3.0541390178218264,4.995537757205548,1.7034973779789653,Iris-virginica
+18,6.180684142177528,3.0540450111797397,4.916192261150477,1.6902227475208234,Iris-versicolor
+19,6.181502494948746,3.054070966943632,4.920152703074051,1.6922538607968416,Iris-versicolor
+20,6.22682904727545,3.0541315095843977,5.031476270670776,1.7029253339849415,Iris-virginica
+21,6.179478559764924,3.054514168258715,4.89987059499497,1.6727707278761534,Iris-versicolor
+22,6.215661859184894,3.054108722796125,5.014662296041364,1.7045150284237351,Iris-virginica
+23,6.182306804888676,3.054229817737126,4.925887320410767,1.695543228770952,Iris-versicolor
+24,5.1089477161730255,3.056906960683405,1.5100223820547056,0.2615308969427047,Iris-setosa
+25,6.179476694670756,3.054026328937924,4.90157825212841,1.6766597810299158,Iris-versicolor
+26,6.19505143677841,3.054174228548847,4.971106145898209,1.7051649878042066,Iris-virginica
+27,6.2272677398903955,3.0541237663250422,5.031279875714874,1.701896913526744,Iris-virginica
+28,6.179460618594553,3.0540078840904537,4.902611368561535,1.6787808725315654,Iris-versicolor
+29,6.206878597764613,3.0541356632441614,4.994499138934011,1.7042368938873294,Iris-virginica
+30,6.179407772560414,3.0540053327580177,4.9011401649716495,1.6771082684021574,Iris-versicolor
+31,6.179452796959577,3.0540150183363175,4.901471861691185,1.6752005518779856,Iris-versicolor
+0,6.179366918300811,3.0540464250688104,4.899493194475827,1.6661437703428952,Iris-versicolor
+1,6.19100072985279,3.054150400877312,4.958341005305398,1.7024788890326956,Iris-versicolor
+2,6.179634236003964,3.0547786891982547,4.900397460950937,1.676350243470414,Iris-versicolor
+3,5.1089477161730255,3.0544867683192916,1.5100223820547056,0.26153084252076153,Iris-setosa
+4,5.1089477161730255,3.0540542368374477,1.510022382054706,0.2615308946404962,Iris-setosa
+5,5.1089477161730255,3.055290586173673,1.5100223820547056,0.2615308692444073,Iris-setosa
+6,5.108947734076034,3.0545852228104615,4.899491350289131,1.665754002290634,Iris-versicolor
+7,5.1089477161730255,3.058309385800456,1.5100223820547056,0.2615309045735997,Iris-setosa
+8,5.1089477161730255,3.0554019330878432,1.5100223820547056,0.26153086708473633,Iris-setosa
+9,5.1089477161730255,3.054479890877898,1.5100223820547056,0.2615308493143181,Iris-setosa
+10,6.208908968472676,3.0541525314065474,5.0006242840073005,1.7043472269815678,Iris-virginica
+11,6.179367404228456,3.054001913464936,4.899516648639873,1.667242546011688,Iris-versicolor
+12,5.1089477161730255,3.058010438110496,1.5100223820547056,0.2615309149026449,Iris-setosa
+13,5.1089477161814525,3.0540418180900355,4.8994912936981025,1.6654371278955808,Iris-versicolor
+14,5.1089477161907055,3.054938257641252,1.5100223821005259,0.2615420555544405,Iris-setosa
+15,6.179384306965115,3.0540159123654633,4.899746807563535,1.6701796150928792,Iris-versicolor
+16,6.204290132858731,3.054144618062555,4.989544809462952,1.703793734425396,Iris-virginica
+17,6.223090170874509,3.054113045232472,5.022482624870653,1.7013001777842744,Iris-virginica
+18,5.1089477161730255,3.056136249955095,1.5100223820547056,0.26153088466256175,Iris-setosa
+19,5.1089477161730255,3.05496074719961,1.5100223820547058,0.2615309430108763,Iris-setosa
+20,5.108947716252844,3.0645471711118795,1.5100223822970236,0.26157445577910304,Iris-setosa
+21,6.204833388308827,3.0541377952575335,4.990944731668996,1.7044010020077154,Iris-virginica
+22,5.1089477167603,3.0544837910394844,4.8994912953432355,1.6655070565957075,Iris-versicolor
+23,6.179499909931305,3.054169149378621,4.900298040049694,1.6739172620373506,Iris-versicolor
+24,5.108947724087493,3.054408308476412,4.8994913217425475,1.6656669775040311,Iris-versicolor
+25,6.196653610197041,3.0541080616758975,4.975207564956276,1.7024456067221911,Iris-virginica
+26,6.198486588749378,3.05414697835635,4.976543558434236,1.7038185990943846,Iris-virginica
+27,6.1794498570612255,3.054446599567887,4.899761668184637,1.671859078947592,Iris-versicolor
+28,5.108947716173688,3.0544027638405176,1.5100223820566476,0.26153380372590335,Iris-setosa
+29,5.108947716174798,3.054035254282674,4.899491293671715,1.6654319942090356,Iris-versicolor
+30,6.2146299373631955,3.0541112149768903,5.00682780946578,1.7024333913540384,Iris-virginica
+31,6.2421933002821595,3.0541262567952763,5.054272255808565,1.7017039374636718,Iris-virginica
+0,5.108947716173026,3.270124954662724,1.5100223820547451,0.2615329038457398,Iris-setosa
+1,6.179873852755259,3.054565507934608,4.901645103158532,1.6790015582959525,Iris-versicolor
+2,6.179581015595851,3.054042136824217,4.90254915522514,1.6785567658768181,Iris-versicolor
+3,5.108947716173635,3.0540698134734714,1.5100223820560725,0.26153228384638016,Iris-setosa
+4,5.108947716173027,3.054205249141546,1.51002238205471,0.26153104928993753,Iris-setosa
+5,5.1089477161730255,3.066737797840949,1.5100223820547087,0.2615312987653436,Iris-setosa
+6,5.1089477161730255,3.055533923998053,1.5100223820547056,0.2615308975049867,Iris-setosa
+7,6.206544063621272,3.0541384577864337,4.994018550984225,1.7041373438571257,Iris-virginica
+8,5.1089477161730255,3.0686516276526614,1.510022382054706,0.261531066230831,Iris-setosa
+9,5.1089477161730255,3.0553261581749007,1.5100223820547056,0.2615308620172251,Iris-setosa
+10,6.181594625696442,3.0540259676134074,4.925251173910886,1.6979853953843553,Iris-virginica
+11,6.179496941214426,3.054572654080296,4.899930249558307,1.6734343700024026,Iris-versicolor
+12,6.211907346463999,3.0541041260145048,5.001425309782036,1.7023692932977528,Iris-virginica
+13,5.108947716173831,3.0541479181673545,1.5100223820563954,0.26153299555227727,Iris-setosa
+14,6.214527577612184,3.054127186921657,5.008145605487151,1.70319655822494,Iris-virginica
+15,5.1089477161730255,3.0545509478445116,1.5100223820547056,0.2615308503199708,Iris-setosa
+16,5.108947716173026,3.054067001159285,1.5100223820547078,0.26153096096854334,Iris-setosa
+17,6.179666737704252,3.0540779352381184,4.902596486786281,1.6779842349320206,Iris-versicolor
+18,5.108947716576716,3.055065895250092,1.5100223826747918,0.2615673516991012,Iris-setosa
+19,6.1793961136003706,3.0540126041262083,4.900080527533631,1.6714699763233511,Iris-versicolor
+20,5.1089477161730255,3.0553681205186676,1.5100223820547056,0.26153086605828324,Iris-setosa
+21,6.219608564504077,3.054138579850428,5.019548607046674,1.7035061610374769,Iris-virginica
+22,5.108947716217579,3.0548818072006196,1.5100223821614032,0.2615474806555339,Iris-setosa
+23,5.1089477161730255,3.057228919442436,1.5100223820547056,0.2615309065769746,Iris-setosa
+24,6.1794177740329825,3.0540177693260815,4.900390832812686,1.673618747346787,Iris-versicolor
+25,5.1089477161730255,3.1270222508075824,1.5100223820547105,0.2615315950631522,Iris-setosa
+26,6.209373027231068,3.054113639377865,4.998162093089574,1.7031412236512558,Iris-virginica
+27,5.1089477161730255,3.054778429449093,1.510022382054706,0.26153094841573393,Iris-setosa
+28,5.108947716173055,3.0540107864457022,4.899491293664645,1.6654283076570975,Iris-versicolor
+29,5.1089477161730255,3.083126409744681,1.510022382054706,0.2615311289704371,Iris-setosa
+30,6.210539027637942,3.054126009497774,5.000894550631485,1.7045268849001955,Iris-virginica
+31,6.179813707207498,3.0540635935237157,4.905675888843561,1.682019121278053,Iris-versicolor
+0,5.1089477161730255,3.0664697306688087,1.510022382054706,0.2615310563810657,Iris-setosa
+1,5.108947716173062,3.118480826600691,1.5100223820552081,0.2615362530897155,Iris-setosa
+2,5.1089477161730255,3.0543282473752864,1.5100223820547056,0.26153086285570576,Iris-setosa
+3,5.108947716173285,3.080813839462578,1.5100223820568504,0.2615386503216153,Iris-setosa
+4,6.187871405002225,3.054196232718882,4.95122162561973,1.7040134120303922,Iris-versicolor
+5,5.1089477161730255,3.054152742908673,1.5100223820547056,0.26153084967421103,Iris-setosa
+6,5.1089477161730255,3.06120113986336,1.510022382054706,0.2615310152012978,Iris-setosa
+7,5.1089477161730255,3.0616686090664476,1.5100223820547058,0.26153095832003254,Iris-setosa
+8,5.1089477161730255,3.0604191490887462,1.5100223820547058,0.26153096728086866,Iris-setosa
+9,5.1089477161730255,3.0563413420170704,1.5100223820547063,0.2615310083662687,Iris-setosa
+10,5.1089477161730255,3.1094420041306003,1.5100223820547078,0.2615313980965604,Iris-setosa
+11,5.1089477161730255,3.060494352885577,1.5100223820547056,0.26153093134126465,Iris-setosa
+12,5.108958058877153,3.0553116429107785,4.899526239906028,1.669228052514131,Iris-versicolor
+13,6.179376431666456,3.0540081762390847,4.89967123114171,1.6694317696345964,Iris-versicolor
+14,6.184223477631381,3.0541991785425275,4.935492650889184,1.6991031505101264,Iris-versicolor
+15,5.108947716173095,3.1286297088223614,1.5100223820557264,0.26153785082427455,Iris-setosa
+16,5.1089477161730255,3.0563406507613116,1.5100223820547065,0.2615310404384756,Iris-setosa
+17,6.242907986354075,3.054121905380522,5.055240085348623,1.7017218167952632,Iris-virginica
+18,5.10895550033881,3.056655437364521,4.899514384403578,1.6695301838541596,Iris-versicolor
+19,5.1089477161730255,3.0617172018308096,1.5100223820547058,0.26153096980253776,Iris-setosa
+20,6.179814189350021,3.0540069810448602,4.911230877038278,1.6914317296521832,Iris-versicolor
+21,5.1089477161730255,3.0560932936922027,1.5100223820547056,0.2615308990096828,Iris-setosa
+22,5.108947716173085,3.054024571738366,4.899491293664728,1.6654287355128325,Iris-versicolor
+23,6.180986195209134,3.05401697802627,4.921654779610506,1.6946637353145468,Iris-virginica
diff --git a/iris/lct_gan/3/17/test.csv b/iris/lct_gan/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/17/train.csv b/iris/lct_gan/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/17/val.csv b/iris/lct_gan/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/synth.csv b/iris/lct_gan/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b656741533903f47c0ecd21a58bd25d8f9e31687
--- /dev/null
+++ b/iris/lct_gan/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947737955034,3.056022000370454,1.5100224260824293,0.2617523373133828,Iris-setosa
+1,5.1089477161730255,3.057022286695135,1.5100223820547056,0.26153089024437914,Iris-setosa
+2,5.1089477161730255,3.057049514524955,1.5100223820547056,0.2615308981141051,Iris-setosa
+3,6.179366523178688,3.0540022953077672,4.89949165942461,1.6657359483052163,Iris-versicolor
+4,5.108947716173073,3.054059143363529,1.5100223820548144,0.26153140302096445,Iris-setosa
+5,6.249102607179487,3.0541052776106272,5.070735350957123,1.7100039669090328,Iris-virginica
+6,6.202582327133094,3.054168675662156,4.9896145913935674,1.7057773190220424,Iris-virginica
+7,5.108947733904283,3.054746662775601,4.899491350080418,1.6657667152386684,Iris-versicolor
+8,6.180343658225509,3.0541844895840455,4.90793890007862,1.684492645237428,Iris-versicolor
+9,6.179416376304421,3.054263451304264,4.899685834566426,1.670767188493571,Iris-versicolor
+10,6.208006002368354,3.054065389002693,5.007878196676596,1.710750931451343,Iris-virginica
+11,5.108947716175465,3.0540337106227864,4.8994912936745205,1.665432735841003,Iris-versicolor
+12,6.180185294036454,3.054063024740718,4.911302194183874,1.6872918030487145,Iris-versicolor
+13,5.1089477161730255,3.0549197745489503,1.510022382054706,0.2615309584590662,Iris-setosa
+14,6.214269292489744,3.0541178139790555,5.006679891033413,1.7028403843213202,Iris-virginica
+15,5.1089477161730255,3.0548233276677554,1.5100223820547056,0.261530848733865,Iris-setosa
+16,5.1089477161730255,3.05469980876599,1.5100223820547056,0.26153085063583886,Iris-setosa
+17,6.184676252206759,3.054182573562943,4.937062134619437,1.698940657402357,Iris-versicolor
+18,5.1089477161730255,3.054239716303261,1.510022382054706,0.26153092487480817,Iris-setosa
+19,5.1089477161730255,3.0550474591470826,1.5100223820547056,0.26153085857593056,Iris-setosa
+20,5.108947716173027,3.3305961163129263,1.5100223820548093,0.2615340454752433,Iris-setosa
+21,5.1089477161730255,3.05432356504825,1.5100223820547058,0.2615309104166265,Iris-setosa
+22,5.1089477161730255,3.054405375167313,1.5100223820547056,0.2615308777163012,Iris-setosa
+23,5.1089477161730255,3.0976233216804534,1.5100223820547103,0.26153153590941197,Iris-setosa
+24,5.1089477161730255,3.0544271666277885,1.5100223820547056,0.2615308540456081,Iris-setosa
+25,5.108947717887806,3.0540174688999264,4.899491302559916,1.6654849632116453,Iris-versicolor
+26,6.179386100100111,3.0540347823144725,4.8996789819279,1.6695197886378519,Iris-versicolor
+27,5.1089477161730255,3.055156012261049,1.5100223820547056,0.26153085581635915,Iris-setosa
+28,6.206834011803594,3.054129756629724,4.994552011612867,1.703970997557639,Iris-virginica
+29,6.2113308132885585,3.0541251969326666,5.0032166211334665,1.7033398408392042,Iris-virginica
+30,6.179555280644965,3.0549178055265416,4.900110370180152,1.6748474987007647,Iris-versicolor
+31,6.1799055817856585,3.0540113152568296,4.912159401479121,1.690039166263466,Iris-versicolor
+0,5.108947716173111,3.0540135785110065,4.899491293664912,1.6654287620983463,Iris-versicolor
+1,6.1821265105133865,3.0540907932178163,4.92391879022049,1.6939321476499356,Iris-versicolor
+2,6.183715798155638,3.054257394515268,4.934235997696615,1.6991451082116347,Iris-versicolor
+3,5.1089477748132905,3.054868843287486,4.899491454505149,1.6659572724278098,Iris-versicolor
+4,6.179400083057109,3.054004144493959,4.900913650117921,1.6757738438363037,Iris-versicolor
+5,5.108947716475481,3.054004115046256,4.899491295633533,1.6654596792313692,Iris-versicolor
+6,6.253553110432976,3.054123145062702,5.069188392051144,1.7027987659355939,Iris-virginica
+7,5.1089477161730255,3.055315488385683,1.5100223820547056,0.2615308607582877,Iris-setosa
+8,5.108947716173026,3.054527043626715,1.5100223820547074,0.26153102318667626,Iris-setosa
+9,5.108947716495247,3.05400328311249,4.899491295916515,1.6654679646176003,Iris-versicolor
+10,6.183197251061051,3.05420881182543,4.9296416182943075,1.6964732672282723,Iris-versicolor
+11,6.204753349425466,3.0541597294215723,4.99320239818286,1.7051815392365355,Iris-virginica
+12,5.1089477161730255,3.054770793839993,1.5100223820547056,0.26153086518565377,Iris-setosa
+13,5.1089477161730255,3.05706086641356,1.5100223820547056,0.26153089677870606,Iris-setosa
+14,6.184813015277845,3.05425088134151,4.939868907822558,1.7012972511856546,Iris-versicolor
+15,5.1089477161730255,3.0554399786175015,1.5100223820547058,0.261530915665678,Iris-setosa
+16,6.235891788045325,3.0541283520699647,5.045061541241032,1.7025943249142712,Iris-virginica
+17,6.179400228116539,3.054007567803369,4.900416310522139,1.6731659516429092,Iris-versicolor
+18,5.108947716585604,3.05400346962581,4.899491296743377,1.6654716509074747,Iris-versicolor
+19,5.1089477161730334,3.2503765177885695,1.5100223820549392,0.26153545105645143,Iris-setosa
+20,5.1089477161730255,3.0555737718236577,1.5100223820547056,0.26153088369538774,Iris-setosa
+21,5.1089477161730255,3.061127824492742,1.5100223820547058,0.2615309986632853,Iris-setosa
+22,5.1089477161730255,3.056085082942212,1.5100223820547063,0.26153101103890136,Iris-setosa
+23,6.179367857723768,3.054084190662526,4.899496508644379,1.6665341402014673,Iris-versicolor
+24,6.2146747519987695,3.054090503540651,5.016783819315562,1.7108744848104733,Iris-virginica
+25,6.204083397116415,3.0541477892989684,4.993809561637404,1.7038649156986312,Iris-virginica
+26,6.206800416164842,3.0541339666615452,4.994420495905118,1.7038450167856065,Iris-virginica
+27,6.179372764822643,3.0541796972170414,4.899514373814288,1.6677657485168418,Iris-versicolor
+28,5.108947716291123,3.0721235483473497,1.5100223825385244,0.26160118686334427,Iris-setosa
+29,5.1089477161730255,3.055714267997047,1.5100223820547056,0.2615308787996347,Iris-setosa
+30,5.1089477161730255,3.0559842511651345,1.5100223820547056,0.2615308796079717,Iris-setosa
+31,5.1089477161730255,3.088699282681911,1.510022382054707,0.26153123979523446,Iris-setosa
+0,5.1089477161730725,3.0634106403901336,1.5100223820550547,0.26153383495549914,Iris-setosa
+1,6.188664725142774,3.0541649006963456,4.951727883864809,1.7032474458042888,Iris-versicolor
+2,5.108951244099854,3.0579202673687425,4.899501623476381,1.6687872401223003,Iris-versicolor
+3,5.108953679374739,3.055700524987357,4.899510907255419,1.668849265986893,Iris-versicolor
+4,6.18349583554235,3.0541037637026593,4.928441980672344,1.6958131838394197,Iris-versicolor
+5,5.108947719492946,3.1120778027882063,1.5100223941052742,0.26189921895296897,Iris-setosa
+6,6.185974702938364,3.0540865640934505,4.942442268941156,1.700351604202361,Iris-versicolor
+7,5.1089477161730255,3.056920165982647,1.5100223820547067,0.26153106949202665,Iris-setosa
+8,6.179376152775302,3.054058507328993,4.899548316746544,1.6681922780388885,Iris-versicolor
+9,5.108947716250316,3.135658473044414,1.5100223824939507,0.26162810280929066,Iris-setosa
+10,5.108947716173044,3.2283492189597167,1.510022382055182,0.26153739783506846,Iris-setosa
+11,5.1089477161730255,3.055448829005463,1.5100223820547056,0.26153087161375693,Iris-setosa
+12,6.187446314340298,3.054198319843393,4.948688589689731,1.7025359952262802,Iris-versicolor
+13,6.179367863530723,3.0540086266810085,4.899507237820654,1.6668960165066418,Iris-versicolor
+14,5.1089477161730255,3.0545038125028627,1.5100223820547056,0.2615308420148929,Iris-setosa
+15,5.1089477161730255,3.056472097823286,1.5100223820547056,0.26153088555191245,Iris-setosa
+16,5.1089477161730255,3.054588018170267,1.5100223820547056,0.2615308472073288,Iris-setosa
+17,5.1089477161730255,3.055145751489977,1.5100223820547058,0.26153091029605163,Iris-setosa
+18,6.193158089537611,3.0541494546895485,4.963521214614772,1.702644977582694,Iris-virginica
+19,5.1089477161732475,3.0617969512128167,1.510022382055961,0.26153541621530696,Iris-setosa
+20,5.1089477161730255,3.0554712663423165,1.5100223820547065,0.26153102207283435,Iris-setosa
+21,5.1089477161730255,3.055078481236497,1.5100223820547056,0.26153086625788924,Iris-setosa
+22,6.1915752767666135,3.0542000737916846,4.963630205498247,1.7069274102893102,Iris-versicolor
+23,5.1089477161730255,3.054488203052314,1.5100223820547056,0.26153087109231227,Iris-setosa
+24,5.108947716173028,3.0540637983535133,1.510022382054713,0.2615310393047392,Iris-setosa
+25,5.1089477161730255,3.058038219146162,1.5100223820547056,0.261530909494255,Iris-setosa
+26,6.18096226943652,3.0542398994558515,4.913042065671652,1.6877003180430379,Iris-versicolor
+27,5.1089477161730255,3.056392377822164,1.5100223820547056,0.26153087939980857,Iris-setosa
+28,5.1089477161730255,3.0550866921877264,1.5100223820547056,0.2615308557327902,Iris-setosa
+29,5.108947716173055,3.0541006261045927,1.510022382054768,0.26153136601562543,Iris-setosa
+30,6.204710344665342,3.0541515900610956,4.991855329895407,1.7043951781743412,Iris-virginica
+31,5.10894771617303,3.0541215527344345,1.5100223820547172,0.2615311272903651,Iris-setosa
+0,6.19566708306345,3.054100911027488,4.970323930415372,1.7039163938179467,Iris-virginica
+1,6.193684304550203,3.054174819185136,4.967144828495623,1.7048238123106825,Iris-virginica
+2,5.1089477161730255,3.1278378191042897,1.5100223820547103,0.2615315759195741,Iris-setosa
+3,5.108947716173026,3.054357084211051,1.5100223820547092,0.26153106203131177,Iris-setosa
+4,5.1089477161730255,3.084093499693821,1.510022382054711,0.2615314814367384,Iris-setosa
+5,5.1089477161730255,3.0568095447360943,1.5100223820547058,0.26153092554775764,Iris-setosa
+6,5.10894771617845,3.0541782987824924,1.5100223820633556,0.26153512522001204,Iris-setosa
+7,6.17938881692176,3.0545109308775777,4.899552802996325,1.669129655015658,Iris-versicolor
+8,5.1089477161730255,3.054545934076941,1.5100223820547056,0.261530875315093,Iris-setosa
+9,5.1089477161730255,3.055462299940106,1.5100223820547056,0.26153086404162823,Iris-setosa
+10,5.1089477161730255,3.07147834893724,1.5100223820547072,0.2615312290359733,Iris-setosa
+11,5.108947716173026,3.0564846585542034,1.5100223820547083,0.2615311460194628,Iris-setosa
+12,6.191748582798666,3.0541461900028026,4.959079703227955,1.701859278838805,Iris-versicolor
+13,6.179727230948014,3.0543873657663205,4.901145676581032,1.677071864549591,Iris-versicolor
+14,5.1089477161730255,3.054736772284178,1.5100223820547056,0.2615308696196912,Iris-setosa
+15,6.179434026947428,3.0543724055880572,4.899730841723463,1.6713997913823941,Iris-versicolor
+16,5.108947716173038,3.0541490429546774,1.5100223820547403,0.2615312906476085,Iris-setosa
+17,6.225480770937624,3.0541218766788183,5.036281287196472,1.7038097083683652,Iris-virginica
+18,6.187766140805479,3.054194602947594,4.9498757923830246,1.7026564001264717,Iris-versicolor
+19,6.189106578067973,3.0540637131665545,4.956807610070671,1.703088296914563,Iris-virginica
+20,5.108947716211593,3.0654685331342075,1.5100223822213366,0.2615719355109823,Iris-setosa
+21,5.108947723711535,3.0744512437481823,1.5100224010339671,0.26185425062197215,Iris-setosa
+22,5.1089477161730255,3.064400042103028,1.5100223820547058,0.26153101256177713,Iris-setosa
+23,5.1089477161730255,3.0547453563324023,1.5100223820547067,0.26153101076949364,Iris-setosa
diff --git a/iris/lct_gan/3/18/test.csv b/iris/lct_gan/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/18/train.csv b/iris/lct_gan/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/18/val.csv b/iris/lct_gan/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/synth.csv b/iris/lct_gan/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bac5d012f7a98226dfa096e13601e3deb6f7af97
--- /dev/null
+++ b/iris/lct_gan/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054455240667351,1.5100223820547056,0.2615308595649019,Iris-setosa
+1,5.1089477161730255,3.059097115104682,1.510022382054706,0.26153103529393296,Iris-setosa
+2,6.179367387838718,3.054023982818897,4.899496613489189,1.666369510974422,Iris-versicolor
+3,5.1089477161730255,3.0548587321375655,1.510022382054706,0.26153096354572564,Iris-setosa
+4,5.108947716173026,3.055314028799651,1.5100223820547096,0.26153114842897746,Iris-setosa
+5,5.1089477161730255,3.0562450348963197,1.5100223820547056,0.26153087609750214,Iris-setosa
+6,5.1089477161730255,3.058877687384338,1.5100223820547058,0.2615309675483735,Iris-setosa
+7,5.108947716173039,3.161970834728001,1.5100223820550187,0.2615353554844083,Iris-setosa
+8,6.242699719607718,3.0541247496791226,5.055362427287019,1.702357717409343,Iris-virginica
+9,5.108947716173026,3.0574616860846784,1.5100223820547098,0.26153122440239823,Iris-setosa
+10,6.179366527637304,3.0540048531254427,4.899491590309327,1.6656956684223705,Iris-versicolor
+11,5.1089477161730255,3.0560900660208445,1.5100223820547056,0.2615308982175144,Iris-setosa
+12,5.108947732743303,3.054632728582689,4.899491350432636,1.6657423908189286,Iris-versicolor
+13,6.1793741997801295,3.054005835606177,4.899665936667733,1.6692270435390772,Iris-versicolor
+14,6.227041842893503,3.054109148290709,5.02772029061685,1.7008522156989647,Iris-virginica
+15,6.230133210556464,3.0541185270818167,5.034754314225635,1.7010771853250999,Iris-virginica
+16,5.1089477161730255,3.054048279630283,1.510022382054706,0.26153088842786565,Iris-setosa
+17,6.179373557239567,3.0541885118473586,4.899513379959962,1.6676075227536458,Iris-versicolor
+18,6.182945147123412,3.0542818433359455,4.930444176157312,1.6988611400538998,Iris-versicolor
+19,6.199712285764617,3.05414396736902,4.982935130530904,1.7035071855101265,Iris-virginica
+20,5.1089477161730255,3.1459165652239505,1.5100223820547138,0.26153184071664737,Iris-setosa
+21,5.1089477161730255,3.0547004150486066,1.5100223820547056,0.2615308499111249,Iris-setosa
+22,5.1089477161730255,3.0544169476389507,1.5100223820547056,0.2615308502951995,Iris-setosa
+23,6.221974102393582,3.0541397519163245,5.023034564359854,1.703802827435824,Iris-virginica
+24,6.1878736945365,3.054063366268354,4.949042558360809,1.699963896769575,Iris-virginica
+25,5.1089477161730255,3.067434958755276,1.510022382054706,0.26153106314980257,Iris-setosa
+26,5.1089477161730255,3.054543693885061,1.5100223820547056,0.2615308484054375,Iris-setosa
+27,5.108947716257078,3.0621661490018606,1.510022382319911,0.261577313937959,Iris-setosa
+28,5.1089477161730255,3.055497130577079,1.5100223820547056,0.2615308646102455,Iris-setosa
+29,5.1089477161730255,3.0550330819328737,1.5100223820547058,0.2615309395880748,Iris-setosa
+30,5.1089477161730255,3.0549813877745877,1.5100223820547058,0.2615309179392696,Iris-setosa
+31,5.1089477161730334,3.1647130871749516,1.5100223820548868,0.26153444696095735,Iris-setosa
+0,5.1089477161730255,3.054706549817692,1.5100223820547056,0.26153085691685257,Iris-setosa
+1,6.182798903818747,3.054171954259544,4.928439654399542,1.6962435210799747,Iris-versicolor
+2,5.108959840871043,3.0556554388115242,4.89953068242766,1.6695350484679192,Iris-versicolor
+3,5.108947764516591,3.054120622620631,4.899491493131126,1.6657764560129162,Iris-versicolor
+4,6.219660886358007,3.054138146545258,5.017584507405536,1.7043621634012804,Iris-virginica
+5,6.179371554454684,3.05432043829822,4.8995051315534806,1.6675822241519742,Iris-versicolor
+6,5.1089477161731365,3.056255919306867,1.5100223820552074,0.26153346044847314,Iris-setosa
+7,5.1089477161730255,3.0542139104781008,1.5100223820547058,0.26153089438773,Iris-setosa
+8,5.1089477161730255,3.0546586306503722,1.5100223820547056,0.26153084888630695,Iris-setosa
+9,5.10894771617484,3.282322726198293,1.5100223820832293,0.26157504763700545,Iris-setosa
+10,6.200981914787417,3.0541152239332785,4.983532788784755,1.7031663395444292,Iris-virginica
+11,5.108947824255316,3.054083489967403,4.899491731155346,1.6658080947880907,Iris-versicolor
+12,5.1089477161730255,3.056534483705834,1.5100223820547056,0.2615308833969872,Iris-setosa
+13,5.108947716173026,3.0541697833190145,1.5100223820547072,0.2615309714425473,Iris-setosa
+14,6.204141229469405,3.0541379136866498,4.989191872606423,1.703835065697768,Iris-virginica
+15,6.179494874243502,3.0544367149123937,4.89994031629671,1.6730939661260176,Iris-versicolor
+16,5.1089477161730255,3.096388332794927,1.510022382054712,0.2615316445350797,Iris-setosa
+17,5.1089477161730255,3.071053936012797,1.510022382054708,0.2615313006061669,Iris-setosa
+18,5.1089477161730255,3.055296526646562,1.5100223820547058,0.2615309164303747,Iris-setosa
+19,6.200596485217409,3.0541472920878574,4.981598955703719,1.70378140160178,Iris-virginica
+20,5.108947716280754,3.0540039146515765,4.899491294400907,1.6654442752981944,Iris-versicolor
+21,6.239690005493582,3.054129257947053,5.053737288105339,1.70163406777644,Iris-virginica
+22,5.1089477161730255,3.0550717195074935,1.5100223820547056,0.2615308637438031,Iris-setosa
+23,5.1089477161730255,3.054331153642903,1.5100223820547056,0.26153084743253785,Iris-setosa
+24,6.179368850745131,3.0540024477922505,4.899559300160815,1.6683153487294755,Iris-versicolor
+25,5.1089477161730255,3.091883410763561,1.5100223820547065,0.26153119520865126,Iris-setosa
+26,6.193893137405522,3.0541643249265835,4.967712995613639,1.7039061164649334,Iris-virginica
+27,6.17972186173654,3.0547073093437613,4.90077818820807,1.6778127654536232,Iris-versicolor
+28,5.1089477161730255,3.0652046026297177,1.5100223820547063,0.26153109029427823,Iris-setosa
+29,6.179677687306933,3.0540825507726925,4.9029697847832425,1.679078277920534,Iris-versicolor
+30,5.1089477161730255,3.0546007175548144,1.5100223820547056,0.2615308475284639,Iris-setosa
+31,5.1089477161730255,3.0553460646302253,1.5100223820547056,0.26153086082812926,Iris-setosa
+0,6.192455993115496,3.0541908852845716,4.964955036618815,1.7058726830700506,Iris-versicolor
+1,5.1089477161730255,3.0561179657874846,1.5100223820547056,0.26153089821579384,Iris-setosa
+2,5.108948126271926,3.057362476092218,4.89949268526329,1.6669782020924835,Iris-versicolor
+3,5.1089477161730255,3.097144298947343,1.5100223820547076,0.2615313264641537,Iris-setosa
+4,5.1089477161730334,3.071919917078839,1.510022382054774,0.26153244050774216,Iris-setosa
+5,5.1089477161730255,3.0543463939206164,1.5100223820547056,0.26153084890562034,Iris-setosa
+6,5.1089477161730255,3.0541468998983183,1.5100223820547058,0.2615308937478811,Iris-setosa
+7,6.182639841492546,3.0542960797835166,4.92659901293254,1.6970900389151402,Iris-versicolor
+8,6.233964295789095,3.0541101294185835,5.048358082416714,1.7059162557841752,Iris-virginica
+9,5.108947716173026,3.065650638275785,1.5100223820547103,0.2615313850674108,Iris-setosa
+10,6.180301139573112,3.054597251063144,4.903999815543692,1.683533313061368,Iris-versicolor
+11,6.179647445750489,3.0544752230400656,4.900603302188577,1.6762937392360773,Iris-versicolor
+12,6.17941348485453,3.054117685638922,4.899752648527926,1.6708623225246308,Iris-versicolor
+13,6.192521936443443,3.0541733870933743,4.964193394892742,1.7049544097349416,Iris-versicolor
+14,5.1089477161730255,3.05685134226517,1.5100223820547056,0.26153089375229066,Iris-setosa
+15,6.1925396670876856,3.054181558639504,4.96555842926019,1.706682140443985,Iris-versicolor
+16,5.1089477161730255,3.119548281653807,1.5100223820547083,0.2615314289158233,Iris-setosa
+17,5.1089477161730255,3.0888421816482436,1.5100223820547067,0.2615312053012982,Iris-setosa
+18,5.108947716186901,3.122869232895713,1.5100223821559329,0.26157956084994605,Iris-setosa
+19,5.1089477161730255,3.0544280905157617,1.5100223820547058,0.26153090796855344,Iris-setosa
+20,5.1089477161730255,3.0543408016414033,1.5100223820547056,0.26153086468963554,Iris-setosa
+21,6.179377835292439,3.0540690568968105,4.899552225476971,1.6682116977499375,Iris-versicolor
+22,5.1089477161730255,3.0591487171961527,1.5100223820547056,0.26153092597697086,Iris-setosa
+23,5.1089477161730255,3.0559304414824924,1.5100223820547056,0.2615308774529211,Iris-setosa
+24,6.183621668248523,3.054246069869384,4.934417956628964,1.699585905513701,Iris-versicolor
+25,6.191430393308661,3.054171556120879,4.960424576564459,1.7040009878525273,Iris-versicolor
+26,5.1089477161730255,3.0565203237290604,1.5100223820547056,0.26153088697651783,Iris-setosa
+27,5.108947716174348,3.054013007310783,4.899491293669963,1.6654314281716154,Iris-versicolor
+28,6.214150074962004,3.0541054539462484,5.005916485842475,1.7020450020270363,Iris-virginica
+29,5.1089477161730255,3.0544099178848345,1.5100223820547058,0.2615309156278374,Iris-setosa
+30,5.1089477161730255,3.0557054790875817,1.5100223820547056,0.26153086866498826,Iris-setosa
+31,6.184871077002568,3.0540523969727063,4.940309917867616,1.7047693456023638,Iris-virginica
+0,6.179549757117381,3.054101310681734,4.901021713052271,1.6755302730168773,Iris-versicolor
+1,6.179366503952854,3.0540045021140285,4.899491393462659,1.6655982056481344,Iris-versicolor
+2,5.108947716181919,3.054153288480017,1.5100223820708019,0.26153597030672865,Iris-setosa
+3,6.180082242030741,3.0540191172685223,4.913236733119863,1.690316682527365,Iris-versicolor
+4,6.193929247070035,3.0540717136721622,4.97031127974366,1.7098928540410263,Iris-virginica
+5,5.1089477161730255,3.0555061054313244,1.5100223820547056,0.26153087103984135,Iris-setosa
+6,6.182795224110492,3.0540362999233506,4.930661016674836,1.6986663760576683,Iris-virginica
+7,5.1089477161730255,3.055407931920025,1.5100223820547056,0.26153086659864827,Iris-setosa
+8,5.108947716198015,3.0561413388854093,1.5100223821074412,0.2615480309556499,Iris-setosa
+9,5.108948037412582,3.0579476153382092,4.899492301782063,1.6668375727277973,Iris-setosa
+10,5.1089477161730255,3.0547111580384887,1.5100223820547063,0.26153096959900074,Iris-setosa
+11,5.108947716173942,3.1861669999168645,1.510022382066683,0.2615568710453077,Iris-setosa
+12,5.108947716236395,3.0540036534913835,4.8994912940111055,1.6654435317035379,Iris-versicolor
+13,6.1858421072519105,3.054085052260759,4.939085948182561,1.7000306963015095,Iris-versicolor
+14,5.1089477161730255,3.0546624526306303,1.5100223820547063,0.2615309683610517,Iris-setosa
+15,5.1089477161730255,3.059753507827112,1.5100223820547058,0.2615309467799289,Iris-setosa
+16,6.188058105925274,3.054177012815356,4.949317465023753,1.7017473698837713,Iris-versicolor
+17,6.179366510061091,3.054012969492798,4.899491383536691,1.66559408033087,Iris-versicolor
+18,6.210726094579717,3.0541515279159954,5.0048951270143025,1.7043441764021812,Iris-virginica
+19,5.1089477161730255,3.057459268802531,1.5100223820547056,0.261530910254656,Iris-setosa
+20,5.10894834958621,3.0602604923084566,4.8994933963168,1.6676088165989804,Iris-setosa
+21,5.108947716460804,3.1675465314500375,1.510022383641371,0.26173127807795105,Iris-setosa
+22,5.108947841982587,3.0631354026720836,1.5100226129186352,0.26213142642004317,Iris-setosa
+23,5.108947729953333,3.083759156489184,1.510022422574814,0.2619842530854587,Iris-setosa
diff --git a/iris/lct_gan/3/19/test.csv b/iris/lct_gan/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/19/train.csv b/iris/lct_gan/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/19/val.csv b/iris/lct_gan/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/synth.csv b/iris/lct_gan/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93d10c3be0f26b0cdd085792264dfe71c74b5748
--- /dev/null
+++ b/iris/lct_gan/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0768633258811553,1.510022382054715,0.2615316574203416,Iris-setosa
+1,5.108947716173029,3.0542144279640353,1.5100223820547154,0.2615311360080803,Iris-setosa
+2,6.207143023635499,3.054144849248365,4.995705955483867,1.7039171638037598,Iris-virginica
+3,6.181272361546549,3.0540247797628317,4.922769670864184,1.6959310569218529,Iris-versicolor
+4,5.1089477161730255,3.063548680643499,1.510022382054706,0.2615310543785568,Iris-setosa
+5,6.17945391187876,3.0541960137206057,4.899950755015982,1.6724650157758287,Iris-versicolor
+6,6.261151352416227,3.054125876189554,5.074345213564077,1.7019679806071681,Iris-virginica
+7,5.108947716173028,3.069466510127061,1.5100223820547294,0.26153194422935755,Iris-setosa
+8,5.108947716173026,3.061885273373668,1.5100223820547103,0.26153131201609026,Iris-setosa
+9,5.1089477161730255,3.0543801689084193,1.5100223820547058,0.2615309124998985,Iris-setosa
+10,5.108948240839538,3.056646688099127,4.899492871987883,1.6670411563854146,Iris-versicolor
+11,6.183053719432258,3.054292912332911,4.931790478400631,1.6983295562042309,Iris-versicolor
+12,5.1089477161730255,3.057565313674349,1.5100223820547056,0.26153089592855183,Iris-setosa
+13,5.1089477161730255,3.0577767771624043,1.5100223820547056,0.2615308995583144,Iris-setosa
+14,5.1089477161730255,3.0555466614167597,1.5100223820547056,0.2615308705150695,Iris-setosa
+15,5.108947716201656,3.0540070145385663,4.899491293791231,1.6654396811221017,Iris-versicolor
+16,5.108947717552826,3.055290297194555,1.5100223843655016,0.2615925776604869,Iris-setosa
+17,6.179558866364839,3.054037286962619,4.9025273610740845,1.6783078940639606,Iris-versicolor
+18,6.237746846241542,3.054116607740272,5.043311446190764,1.7010222487949291,Iris-virginica
+19,6.236910884570881,3.0541354544713384,5.051071792200942,1.7027141457997994,Iris-virginica
+20,6.207314629946308,3.054127294295209,4.994909876165545,1.7036636557627651,Iris-virginica
+21,5.108947716173032,3.054059293582109,1.51002238205472,0.26153109006614084,Iris-setosa
+22,5.1089477161730255,3.054747396543086,1.510022382054706,0.2615309400686195,Iris-setosa
+23,6.17943720272633,3.054003958870296,4.903362494963923,1.6836392073179,Iris-versicolor
+24,5.108947716174173,3.344349294204011,1.510022382077458,0.261568749268177,Iris-setosa
+25,6.193008046958575,3.0541687807340376,4.964994483201692,1.704247951014111,Iris-virginica
+26,5.1089477161730255,3.0541301634845506,1.5100223820547058,0.26153089528885104,Iris-setosa
+27,5.1089477161730255,3.0662813428475246,1.5100223820547058,0.2615309914157356,Iris-setosa
+28,5.108947716173026,3.114757886891903,1.5100223820547172,0.2615318360802465,Iris-setosa
+29,5.1089477161730255,3.0665638774895387,1.5100223820547058,0.2615310046863084,Iris-setosa
+30,6.213704101014545,3.054133808211035,5.0081674424350595,1.7036015348734403,Iris-virginica
+31,5.1089477161730255,3.056242340306913,1.5100223820547058,0.261530925402947,Iris-setosa
+0,5.1089477161730255,3.0764245783045387,1.5100223820547105,0.2615314228399988,Iris-setosa
+1,5.1089477161730255,3.054613840195162,1.5100223820547056,0.2615308448431209,Iris-setosa
+2,6.1793667490029165,3.05401430781193,4.899493072678954,1.6659882874502425,Iris-versicolor
+3,5.1089477161730255,3.0558224498251687,1.5100223820547056,0.26153087572781863,Iris-setosa
+4,5.108947716173042,3.0553128810333567,1.5100223820547647,0.2615317917240112,Iris-setosa
+5,5.1089477161730255,3.0546488840447914,1.510022382054707,0.2615310202754462,Iris-setosa
+6,6.212795964634282,3.0541012596928176,5.00294294639456,1.7020252988731166,Iris-virginica
+7,6.214696300392614,3.054122610848781,5.008798650295304,1.702878443153987,Iris-virginica
+8,5.1089477161730255,3.0545456656241954,1.5100223820547056,0.2615308629654902,Iris-setosa
+9,5.108947716173207,3.0541693029868195,1.510022382055124,0.2615321838945367,Iris-setosa
+10,5.108947716531473,3.0540076741754425,4.899491295496455,1.6654589068176844,Iris-versicolor
+11,6.1793666464269945,3.054047338438905,4.89949177911612,1.6658412190893903,Iris-versicolor
+12,6.266245161815547,3.0541210817598503,5.083077303756176,1.7026101161487426,Iris-virginica
+13,5.108947716173289,3.0540285266856815,4.899491293665704,1.6654297012686035,Iris-versicolor
+14,6.182278961669931,3.054110801606953,4.9250891321260415,1.6936038139537006,Iris-versicolor
+15,5.1089477161730255,3.0547809106749133,1.5100223820547056,0.26153084913928687,Iris-setosa
+16,6.1879746034590015,3.054114125244131,4.947294914651773,1.7007134681706333,Iris-versicolor
+17,5.1089477161730255,3.063968430459224,1.5100223820547058,0.26153097511655976,Iris-setosa
+18,5.108947716173033,3.054069234402133,1.5100223820547236,0.26153111309689664,Iris-setosa
+19,5.1089477161730255,3.0569701348188807,1.5100223820547058,0.261530948567233,Iris-setosa
+20,5.1089477161730255,3.055377330118137,1.5100223820547056,0.2615308696678152,Iris-setosa
+21,6.188758417570365,3.054152936739505,4.950793641451674,1.7022995117021185,Iris-versicolor
+22,5.1089477161730255,3.054842739930553,1.5100223820547056,0.26153088883245573,Iris-setosa
+23,5.1089477161730255,3.0555104181830477,1.5100223820547056,0.26153088058761115,Iris-setosa
+24,6.180963355989251,3.054119996214121,4.91751348561019,1.6907412285610632,Iris-versicolor
+25,5.1089477161730255,3.056999606865359,1.5100223820547056,0.26153090235936116,Iris-setosa
+26,6.179367160943363,3.054000877538755,4.899519782411681,1.6676384641115192,Iris-versicolor
+27,5.1089477161730255,3.054732609354846,1.5100223820547056,0.2615308479682169,Iris-setosa
+28,6.18014317425732,3.0540304926674953,4.912241296287199,1.6881294709410075,Iris-versicolor
+29,6.1794123040955515,3.0540787489666386,4.899846384116349,1.6711084949009964,Iris-versicolor
+30,5.1089477161730255,3.054522124894234,1.5100223820547056,0.2615308434054548,Iris-setosa
+31,6.179373122859901,3.0540072314364113,4.899611788767224,1.6688412476123853,Iris-versicolor
+0,5.1089477161730255,3.0546805746499643,1.5100223820547056,0.26153084563056633,Iris-setosa
+1,5.1089477161730255,3.0738140955055835,1.5100223820547072,0.2615312118915542,Iris-setosa
+2,5.1089477161730255,3.0598511409112388,1.5100223820547056,0.2615309245566669,Iris-setosa
+3,5.1089477161730255,3.055618220776387,1.5100223820547056,0.2615308665810098,Iris-setosa
+4,6.197247458498324,3.0540931664537907,4.974420071585685,1.7035222100214364,Iris-virginica
+5,6.200909129349428,3.054161640147575,4.983933214124221,1.7049096004758038,Iris-virginica
+6,6.179366489099622,3.0540025240971826,4.899491295827038,1.6654649126394792,Iris-versicolor
+7,6.1793943771792135,3.054009510990156,4.9002065614334605,1.6723812708463663,Iris-versicolor
+8,6.2434970575881055,3.0541163742402144,5.0505205656017935,1.7010216419417035,Iris-virginica
+9,5.108947716173027,3.0541285230601765,1.5100223820547098,0.2615310312282516,Iris-setosa
+10,5.108947716182757,3.0540511981263094,4.89949129369954,1.6654373637512103,Iris-versicolor
+11,5.1089477161730255,3.057229783361205,1.5100223820547056,0.2615309193554488,Iris-setosa
+12,5.1089477161730255,3.070572355130281,1.5100223820547074,0.26153125223183304,Iris-setosa
+13,6.183705526275843,3.054154354706808,4.933396904218446,1.697459005676273,Iris-versicolor
+14,6.203133050759547,3.054146759584467,4.987356874852332,1.7039391312379943,Iris-virginica
+15,5.108947716498047,3.0554217380181226,1.5100223826092438,0.2615662741048538,Iris-setosa
+16,5.1089477161730255,3.055028979274604,1.5100223820547056,0.261530885831125,Iris-setosa
+17,5.1089477161730255,3.085298895185788,1.510022382054711,0.261531544743395,Iris-setosa
+18,5.1089477161730255,3.0567141437942906,1.5100223820547056,0.2615308903495033,Iris-setosa
+19,5.108947716194356,3.0540174110877523,4.89949129377178,1.66543807014399,Iris-versicolor
+20,6.185631543302315,3.0542489952295453,4.944063484100839,1.7032254261676263,Iris-versicolor
+21,5.1089477161730255,3.0585304890362144,1.5100223820547058,0.2615309896040248,Iris-setosa
+22,5.1089477161730255,3.0542931660700594,1.5100223820547058,0.26153089192510637,Iris-setosa
+23,6.194783116468284,3.0540669692251807,4.9752819181380135,1.7075231574482996,Iris-virginica
+24,6.217488966099695,3.0541182163311613,5.0140086884252755,1.7049452514714787,Iris-virginica
+25,5.1089486896518315,3.059888162034073,4.899494598534795,1.6678895734917303,Iris-setosa
+26,5.108947716173077,3.0543403009337657,1.510022382054838,0.26153174144682323,Iris-setosa
+27,5.108948180719974,3.0637245916505034,1.510023323566431,0.2625815267371812,Iris-setosa
+28,5.1089481039162346,3.0542962164750667,4.899492594419213,1.6662794328810597,Iris-versicolor
+29,5.1089477161730255,3.0544404087034467,1.5100223820547063,0.2615309489030241,Iris-setosa
+30,5.1089477161730255,3.0554525689305434,1.5100223820547056,0.2615308727583863,Iris-setosa
+31,5.1089477161730255,3.055014524180925,1.5100223820547056,0.2615308546879382,Iris-setosa
+0,6.179736787500857,3.054018129193188,4.9089212258314125,1.6859633116150687,Iris-versicolor
+1,5.108947716173609,3.0540234281619294,4.899491293667384,1.6654303373705939,Iris-versicolor
+2,6.179367298491103,3.0540142163158164,4.899497286265206,1.6665361439794313,Iris-versicolor
+3,5.1089477161730255,3.0574515138587395,1.5100223820547058,0.2615309681477839,Iris-setosa
+4,5.1089477161730255,3.065414040044125,1.5100223820547058,0.26153100072545493,Iris-setosa
+5,6.186665217830824,3.054234210707721,4.947773551534048,1.7039327919056435,Iris-versicolor
+6,6.187451941268172,3.054029192248888,4.962229257731075,1.7177710193524276,Iris-virginica
+7,5.1089477161730255,3.0560442348584558,1.5100223820547056,0.2615308772718081,Iris-setosa
+8,5.1089477161755745,3.0544175196857926,1.5100223820597907,0.26153496555127465,Iris-setosa
+9,5.1089477161730255,3.057556131543995,1.5100223820547063,0.2615310412027165,Iris-setosa
+10,5.1089477161730255,3.0730201290016512,1.510022382054706,0.26153108562426414,Iris-setosa
+11,6.1880394752235555,3.05413785859749,4.9491227240978395,1.7017886065392427,Iris-versicolor
+12,5.108947716173071,3.0540511462003743,1.5100223820547927,0.2615313792955872,Iris-setosa
+13,5.1089477161730255,3.0554175070700285,1.5100223820547056,0.26153088122025314,Iris-setosa
+14,5.108947720708698,3.0596921166686446,1.5100223907350339,0.2616950273320051,Iris-setosa
+15,6.184569338137035,3.0542360973479385,4.938240942094356,1.700747112635482,Iris-versicolor
+16,6.179373473994818,3.054008781177488,4.899603577401884,1.668457525508712,Iris-versicolor
+17,6.185109002420549,3.054119704442813,4.937957286894721,1.6987293876509209,Iris-versicolor
+18,5.1089477161730255,3.054479206866741,1.5100223820547056,0.26153085901507966,Iris-setosa
+19,6.211452576912272,3.0541343605867706,5.003280018320722,1.7036433653315304,Iris-virginica
+20,5.1089477161730255,3.057260774761681,1.5100223820547056,0.26153090055570616,Iris-setosa
+21,5.1089477161730255,3.054429270933074,1.5100223820547056,0.26153084038786717,Iris-setosa
+22,5.1089477161730255,3.057395812932539,1.5100223820547056,0.2615308935219143,Iris-setosa
+23,6.239568952991964,3.054126569143266,5.048799286317839,1.7021805684699112,Iris-virginica
diff --git a/iris/lct_gan/3/2/test.csv b/iris/lct_gan/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/2/train.csv b/iris/lct_gan/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/2/val.csv b/iris/lct_gan/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/synth.csv b/iris/lct_gan/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01b07c2b653faad2b7c36d46b23d3c0f41275897
--- /dev/null
+++ b/iris/lct_gan/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180441302783863,3.054011766104375,4.9188481220956835,1.6975674366445408,Iris-virginica
+1,6.180817218394279,3.0545086630153433,4.907771760191891,1.6875529864779517,Iris-versicolor
+2,6.179367910219302,3.054059609432914,4.899496971594517,1.666463860337736,Iris-versicolor
+3,5.1089477161735815,3.055190913130412,1.510022382056305,0.26153438276326363,Iris-setosa
+4,6.179515408166338,3.0541073294302823,4.900611603117081,1.6742952508462356,Iris-versicolor
+5,6.179400613582732,3.054036666175077,4.899808479539277,1.6706795683494922,Iris-versicolor
+6,6.1819144131196255,3.054307010328091,4.920834479227326,1.692960242845356,Iris-versicolor
+7,5.1089477161730255,3.0554480734538627,1.5100223820547058,0.261530914059145,Iris-setosa
+8,5.1089477161730255,3.0642816645040116,1.5100223820547063,0.26153106713235086,Iris-setosa
+9,5.108947716173029,3.0543859125444706,1.5100223820547163,0.26153120777537314,Iris-setosa
+10,6.1793665589032925,3.0540043936391648,4.899491940505368,1.6658021072613607,Iris-versicolor
+11,5.108947716173031,3.0540942869081875,1.510022382054718,0.2615310823023366,Iris-setosa
+12,5.108947716217326,3.0563818952857797,1.5100223821782368,0.26155588338937913,Iris-setosa
+13,6.179737435310427,3.0540111740397617,4.909844934356016,1.688152131688739,Iris-versicolor
+14,5.108947716173029,3.0822844034809935,1.5100223820547534,0.2615325380618527,Iris-setosa
+15,6.18343409480655,3.05431096115158,4.935019610819159,1.7003885798346465,Iris-versicolor
+16,5.1089477161730255,3.0579863679208836,1.5100223820547056,0.26153092513389253,Iris-setosa
+17,6.248206927985105,3.0541229880334417,5.057041408427889,1.7019526820331112,Iris-virginica
+18,6.180787242942164,3.0544521465683387,4.907778950844948,1.6871060619158986,Iris-versicolor
+19,5.1089477161730255,3.0550432471154494,1.5100223820547056,0.2615308571561735,Iris-setosa
+20,5.1089477161730255,3.0596188926605055,1.5100223820547056,0.2615309248836957,Iris-setosa
+21,5.1089477161730255,3.0679807920115083,1.5100223820547094,0.2615313489575754,Iris-setosa
+22,5.1089477161730255,3.055133140549944,1.5100223820547056,0.2615308568011374,Iris-setosa
+23,5.1089477161730255,3.059890120893915,1.5100223820547058,0.2615309948716149,Iris-setosa
+24,5.1089477161730255,3.055803898211008,1.5100223820547056,0.26153086925090213,Iris-setosa
+25,5.1089477161730255,3.0546348215179746,1.5100223820547056,0.26153085012184607,Iris-setosa
+26,5.1089477161730255,3.055833515350762,1.5100223820547056,0.26153087123990876,Iris-setosa
+27,6.191598258559505,3.054150285164922,4.959548065738693,1.7025797310729924,Iris-versicolor
+28,6.180531354893787,3.0542764186887696,4.907664526519859,1.6856789388885167,Iris-versicolor
+29,6.179366566006799,3.054002506145844,4.899492298083598,1.6659276706943533,Iris-versicolor
+30,5.108947716270358,3.054093580848789,4.899491294012199,1.6654542794312062,Iris-versicolor
+31,6.227219037787367,3.0541241558104333,5.03265642888474,1.7061150197914523,Iris-virginica
+0,6.186689250968931,3.054179260100909,4.9441289824377215,1.699879971578603,Iris-versicolor
+1,6.228182348876083,3.054132978339379,5.033402949837606,1.7030658335572626,Iris-virginica
+2,5.108947716342135,3.0540066514139044,4.899491294524966,1.6654511757238053,Iris-versicolor
+3,5.108947716173146,3.0541948519556277,1.510022382054993,0.26153195513619815,Iris-setosa
+4,6.217600595536372,3.054119514976351,5.013391100517077,1.70252011263756,Iris-virginica
+5,6.1799787547677605,3.0540150517734252,4.912596166232652,1.6881731578479435,Iris-versicolor
+6,5.1089477161730255,3.056309246418531,1.5100223820547056,0.2615309133556587,Iris-setosa
+7,5.1089477161730255,3.1950414117828934,1.5100223820547185,0.2615320124209027,Iris-setosa
+8,5.1089477161730255,3.056291013566851,1.5100223820547056,0.26153088305063354,Iris-setosa
+9,6.205410855703491,3.0541102500487507,4.998296272754886,1.7051845213002352,Iris-virginica
+10,6.1793768950096695,3.054110975452242,4.899535063428815,1.668126527857323,Iris-versicolor
+11,6.254830754220097,3.0541227565080415,5.065789157187447,1.7018536311886252,Iris-virginica
+12,6.219494810067257,3.054101556664895,5.0150316356225115,1.7009467575587318,Iris-virginica
+13,5.1089477161730255,3.056150002221776,1.5100223820547056,0.26153087400526853,Iris-setosa
+14,5.1089477161730255,3.070520960314919,1.5100223820547065,0.26153114221724133,Iris-setosa
+15,6.1937008053715275,3.054167946988532,4.966466451076938,1.7043972401702474,Iris-virginica
+16,5.1089477161730255,3.073377065704559,1.5100223820547072,0.26153123679989143,Iris-setosa
+17,5.1089477161730255,3.0565474000259583,1.5100223820547056,0.2615308823854322,Iris-setosa
+18,5.1089477161730255,3.0575937209655963,1.510022382054706,0.2615309879406569,Iris-setosa
+19,6.179437162605884,3.054026011236664,4.900635963125149,1.6737828538358472,Iris-versicolor
+20,6.188168248280157,3.0541664767116816,4.948748725717668,1.700948881545021,Iris-versicolor
+21,5.108947716173027,3.083808728884706,1.5100223820547267,0.2615320621277358,Iris-setosa
+22,5.1089477161730255,3.0553652658436845,1.5100223820547056,0.26153086177164864,Iris-setosa
+23,5.1089477161730255,3.0552697950719683,1.5100223820547056,0.2615308769615973,Iris-setosa
+24,6.180047778448298,3.0545395675309064,4.902713383948737,1.6805341024953628,Iris-versicolor
+25,5.1089477161730255,3.0561963318530188,1.5100223820547056,0.2615308757699549,Iris-setosa
+26,5.108947716199197,3.099066192000903,1.5100223821921785,0.26157936319449826,Iris-setosa
+27,6.213256007644371,3.0541578533463993,5.013338596790089,1.704628369682887,Iris-virginica
+28,6.194156461734338,3.0541700545639507,4.968570289675109,1.7042616704647209,Iris-virginica
+29,5.1089477161730255,3.0566902665928217,1.5100223820547056,0.26153089607275287,Iris-setosa
+30,6.223034321297245,3.0541392729676473,5.0266850992203,1.70333616056803,Iris-virginica
+31,5.1089477161730255,3.058089139842582,1.5100223820547056,0.26153092671404765,Iris-setosa
+0,5.108952738010884,3.0559815841454627,4.899506553854203,1.6686184884328108,Iris-versicolor
+1,5.1089477161730255,3.0849838065229296,1.5100223820547063,0.26153115195349624,Iris-setosa
+2,5.108947716200091,3.196482450024033,1.5100223822757932,0.2616222925074503,Iris-setosa
+3,5.1089477161730255,3.057102748865468,1.5100223820547056,0.2615308901336319,Iris-setosa
+4,6.255728586301763,3.0541191667323653,5.066361883049742,1.7017182474542485,Iris-virginica
+5,5.1089477161937324,3.0540182239075526,4.899491293748102,1.6654401760423165,Iris-versicolor
+6,6.217290518415682,3.0541058771643166,5.0118076591500165,1.7015700382358414,Iris-virginica
+7,6.223052997315567,3.054130624309146,5.02514849598034,1.7052549130117471,Iris-virginica
+8,5.1089477161730255,3.0602843363055006,1.5100223820547056,0.26153093521978266,Iris-setosa
+9,5.1089477161730255,3.0812231465872295,1.510022382054706,0.26153112465006956,Iris-setosa
+10,5.1089477161730255,3.054389400895721,1.5100223820547056,0.261530840437199,Iris-setosa
+11,5.108947716214244,3.054003276168764,4.899491293919513,1.665439403740148,Iris-versicolor
+12,5.1089477161730255,3.081635551181645,1.5100223820547072,0.2615312577818773,Iris-setosa
+13,5.108947716261573,3.0540044351057847,4.899491294183827,1.6654458870943587,Iris-versicolor
+14,5.1089477161730255,3.0558209053163043,1.5100223820547056,0.261530870142657,Iris-setosa
+15,6.17937585243978,3.0540048058983578,4.899746798281113,1.670055332123251,Iris-versicolor
+16,6.179366542283112,3.054005525146768,4.899491729299291,1.6657096086117629,Iris-versicolor
+17,6.1796850019732945,3.0541392091120163,4.902171715508945,1.677728794585527,Iris-versicolor
+18,5.1089477161730255,3.0579863852274323,1.5100223820547056,0.2615309058271931,Iris-setosa
+19,5.1089477161730255,3.0558256821250227,1.5100223820547056,0.26153087120049007,Iris-setosa
+20,6.193397266391043,3.0541210392858567,4.9661772928663765,1.7023678903575001,Iris-virginica
+21,5.108948341285569,3.062108637327678,1.510023348281179,0.26252409381219566,Iris-setosa
+22,5.1089477161730255,3.0545118060154177,1.5100223820547056,0.26153084951503786,Iris-setosa
+23,6.293224219412876,3.0541186991159557,5.11279249968385,1.7041848480666093,Iris-virginica
+24,5.1089477161890215,3.1380617167631426,1.5100223821815413,0.26158270094368563,Iris-setosa
+25,6.179369154278891,3.0540025543374605,4.899565093894775,1.6684069515517628,Iris-versicolor
+26,5.1089477161730255,3.054960540728458,1.5100223820547056,0.2615308600439255,Iris-setosa
+27,6.179366557133953,3.0540133941069616,4.899491635507893,1.6657170302013844,Iris-versicolor
+28,6.17936748444739,3.0540216365568016,4.899498096659626,1.6665916585087512,Iris-versicolor
+29,5.1089477161730255,3.0570632583396007,1.5100223820547058,0.2615309315552959,Iris-setosa
+30,5.1089477161730255,3.0593183455234505,1.5100223820547056,0.261530917135798,Iris-setosa
+31,5.108947852233083,3.0558846886020516,4.899491652417231,1.6662585064876283,Iris-versicolor
+0,5.108947716173026,3.0619125718383553,1.5100223820547145,0.2615314749902333,Iris-setosa
+1,6.17978373053532,3.0541901154198516,4.902388754572603,1.6782432837713503,Iris-versicolor
+2,6.220537744520933,3.054115791741525,5.019459258160158,1.7016208572995033,Iris-virginica
+3,5.1089477161730255,3.0545649910523904,1.5100223820547058,0.2615309027513833,Iris-setosa
+4,5.108947716173027,3.1726815181133143,1.5100223820547451,0.2615328243014253,Iris-setosa
+5,6.179709483571488,3.0544903063514055,4.900923726041037,1.677392296103287,Iris-versicolor
+6,5.1089477161730255,3.0541264762463403,1.510022382054706,0.2615309061299976,Iris-setosa
+7,6.217527874238807,3.054137653937488,5.015451277726274,1.7035088886143401,Iris-virginica
+8,6.218464424827027,3.054123299815447,5.0155449164599455,1.7026228535411756,Iris-virginica
+9,5.1089477161730255,3.0590152704228317,1.5100223820547056,0.261530920187486,Iris-setosa
+10,6.181183668063275,3.054274778113466,4.913265916274688,1.6892708297208658,Iris-versicolor
+11,6.196912807228991,3.054165659744472,4.9763498962235335,1.7042556834987592,Iris-virginica
+12,5.108947716173028,3.23752746620708,1.5100223820548095,0.26153397743556184,Iris-setosa
+13,6.179366529639193,3.05400519552721,4.89949159566609,1.665713545740294,Iris-versicolor
+14,6.190209976723569,3.0541302802157135,4.954411624126457,1.701541512871589,Iris-versicolor
+15,5.108947716173139,3.0565495707904042,1.5100223820552052,0.26153348688278544,Iris-setosa
+16,6.180095155389246,3.054305392844956,4.903906678647097,1.6813965143385297,Iris-versicolor
+17,5.1089477161730255,3.0553743613406747,1.5100223820547056,0.26153087884100185,Iris-setosa
+18,5.1089477161730255,3.0597120731318457,1.5100223820547056,0.2615309226930891,Iris-setosa
+19,5.1089477161730255,3.094969395419133,1.5100223820547074,0.2615313158469571,Iris-setosa
+20,5.1089477161730255,3.05450037307783,1.5100223820547056,0.26153086407379444,Iris-setosa
+21,5.1089477161730255,3.074811756064576,1.5100223820547063,0.2615310984375138,Iris-setosa
+22,6.227890738620157,3.0541343600710955,5.032109016872712,1.703316039794686,Iris-virginica
+23,6.2261726397507795,3.0541316560108815,5.030630420370667,1.7032618928262389,Iris-virginica
diff --git a/iris/lct_gan/3/20/test.csv b/iris/lct_gan/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/20/train.csv b/iris/lct_gan/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/20/val.csv b/iris/lct_gan/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/synth.csv b/iris/lct_gan/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad06a38f6e623ab674f8fb098e25f61040600583
--- /dev/null
+++ b/iris/lct_gan/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0540888092659944,1.5100223820547085,0.2615309807611542,Iris-setosa
+1,5.1089477161730255,3.0550788893490672,1.5100223820547056,0.26153085787010844,Iris-setosa
+2,6.1793666521776425,3.0540050562883367,4.899492859712528,1.6659869369163336,Iris-versicolor
+3,6.200246859947721,3.054108895559755,4.98125327281614,1.7036250488046043,Iris-virginica
+4,5.1089477161730255,3.0627613268511342,1.5100223820547058,0.2615309648451471,Iris-setosa
+5,5.1089477161730255,3.059114586266974,1.5100223820547056,0.2615309302136698,Iris-setosa
+6,6.2180855333972245,3.054104427803739,5.017817234740404,1.7046248525443004,Iris-virginica
+7,6.179841771039672,3.054048706564983,4.9075777657681705,1.683569944483894,Iris-versicolor
+8,6.179504375958895,3.0543347833896637,4.900090379848073,1.673428747637774,Iris-versicolor
+9,6.20728293621057,3.054115675978825,4.994010752967603,1.7033882683791333,Iris-virginica
+10,6.179706333087094,3.054722050247045,4.900753394759724,1.6773205022671855,Iris-versicolor
+11,6.202099791749438,3.054147274793886,4.986707532069712,1.7050936336104285,Iris-virginica
+12,6.182489754991262,3.0542855672373754,4.926573846037678,1.6960497750310894,Iris-versicolor
+13,6.179368502439608,3.0540211462381244,4.899506747965231,1.6669806555046418,Iris-versicolor
+14,6.2299908411242715,3.0541305661510925,5.036397438247574,1.703670791182143,Iris-virginica
+15,5.1089477161730255,3.0582052462589218,1.5100223820547056,0.26153090467748186,Iris-setosa
+16,6.186722993712353,3.0542332043117826,4.9480696854363035,1.7037659040059663,Iris-versicolor
+17,5.1089477161730255,3.0554836897276574,1.5100223820547056,0.2615308793540546,Iris-setosa
+18,6.193560095224224,3.0541124657900993,4.964940084687988,1.7025628925273093,Iris-virginica
+19,5.1089477161730255,3.0548587333449992,1.5100223820547056,0.261530856812959,Iris-setosa
+20,6.180016790039359,3.0545623745436927,4.902378085453831,1.681130844763136,Iris-versicolor
+21,6.17939963153325,3.054326087402279,4.899615859304933,1.670143847457404,Iris-versicolor
+22,5.1089477161730255,3.055466083534036,1.5100223820547056,0.2615308631865574,Iris-setosa
+23,5.1089477161730255,3.055072296761393,1.5100223820547056,0.2615308563137162,Iris-setosa
+24,5.1089477161730255,3.0609609958015773,1.5100223820547056,0.26153093627439683,Iris-setosa
+25,5.108947716173026,3.055236908000678,1.5100223820547092,0.2615311415938572,Iris-setosa
+26,6.202709917774918,3.0541453741046753,4.986115583189698,1.704644650315121,Iris-virginica
+27,5.108947716205265,3.05409077521322,4.899491293765506,1.6654449683233417,Iris-versicolor
+28,6.179994707693912,3.0540118642232943,4.913844995613236,1.697259703331457,Iris-virginica
+29,5.1089477161730255,3.05993189568299,1.5100223820547056,0.261530927222292,Iris-setosa
+30,6.218770413692848,3.054126771941808,5.016417143691978,1.7027932194276185,Iris-virginica
+31,6.183010597197553,3.0542584757469373,4.930489497829696,1.6958470501645875,Iris-versicolor
+0,6.2166735990826565,3.0541069587481546,5.0102413771715755,1.7018300193779086,Iris-virginica
+1,5.108947716173026,3.0903607854264137,1.510022382054723,0.2615319435492524,Iris-setosa
+2,5.108947716173026,3.056637396092312,1.5100223820547087,0.26153116034209745,Iris-setosa
+3,6.2298686229401605,3.0541350523204716,5.038820589054823,1.702804123209768,Iris-virginica
+4,5.1089477161730255,3.05528094441358,1.5100223820547056,0.26153086057298164,Iris-setosa
+5,6.234180075331235,3.054114212556676,5.043351393047362,1.705824536118172,Iris-virginica
+6,5.1089477161730255,3.054782998227057,1.5100223820547056,0.2615308514812872,Iris-setosa
+7,6.179487240149548,3.055429949774308,4.899796129373781,1.6737087484109807,Iris-versicolor
+8,6.179376204459787,3.0540026813730785,4.899907971011359,1.6714549183698608,Iris-versicolor
+9,5.1089477161730255,3.0542207810773707,1.5100223820547063,0.26153093767489743,Iris-setosa
+10,5.1089477161730255,3.0552270423622643,1.5100223820547056,0.2615308601762764,Iris-setosa
+11,5.1089477161730255,3.054499554236583,1.5100223820547056,0.26153086489150895,Iris-setosa
+12,5.1089477161730255,3.0545373641657525,1.5100223820547056,0.26153086809290715,Iris-setosa
+13,5.1089477161730255,3.0544421952021366,1.5100223820547056,0.2615308405188679,Iris-setosa
+14,6.201347575163176,3.0541623307744623,4.98617208285303,1.7048735122847942,Iris-virginica
+15,5.108947716173068,3.061742458122734,1.510022382054962,0.2615331905113694,Iris-setosa
+16,5.1089477161730255,3.05535589203324,1.5100223820547056,0.2615308679270284,Iris-setosa
+17,6.200910822098886,3.0541061482960563,4.986524800839806,1.7049091241286483,Iris-virginica
+18,5.1089477161730255,3.054418757154344,1.5100223820547056,0.26153084291121126,Iris-setosa
+19,5.1089477161730255,3.0546248016299136,1.5100223820547056,0.2615308561632682,Iris-setosa
+20,6.208929507352017,3.0541402258088732,4.99964670538311,1.7041106945176296,Iris-virginica
+21,6.184035500523042,3.054042654369894,4.936524540479177,1.704147125287073,Iris-virginica
+22,6.181613507382429,3.0540853647848327,4.921390541284657,1.6916935395105566,Iris-versicolor
+23,6.206725731612551,3.0541126006704986,4.9979720391030815,1.705599563229385,Iris-virginica
+24,6.179366534191847,3.0540025475792514,4.8994918697958845,1.6657601289643633,Iris-versicolor
+25,5.1089477161730255,3.0558861471818886,1.5100223820547056,0.2615308716597046,Iris-setosa
+26,5.1089477167025175,3.0543315217089244,4.8994912952061,1.6654915272272734,Iris-versicolor
+27,5.1089477161730255,3.065663363821394,1.5100223820547058,0.26153101590877215,Iris-setosa
+28,6.202573050475643,3.0541268708759017,4.984737510438405,1.7033576810189746,Iris-virginica
+29,5.108947716173033,3.054197944419573,1.5100223820547225,0.2615311879366722,Iris-setosa
+30,5.1089477161730255,3.140342053396793,1.5100223820547083,0.2615314748313051,Iris-setosa
+31,6.234978450713267,3.0541359611155245,5.047201862300285,1.7032587182660859,Iris-virginica
+0,6.18058456225159,3.0542882515132863,4.90786320475629,1.685300853015742,Iris-versicolor
+1,6.179425218723138,3.054004984715271,4.902009771238393,1.6772052401218156,Iris-versicolor
+2,6.220942264233306,3.0541197586641298,5.019945561737202,1.7020344049341516,Iris-virginica
+3,6.198516934141849,3.054101907562719,4.980078911523914,1.7042298661354593,Iris-virginica
+4,5.108947716173244,3.054171332305445,1.5100223820553105,0.26153230610106776,Iris-setosa
+5,5.108947716173039,3.054181967494143,1.5100223820547378,0.2615313072085009,Iris-setosa
+6,5.1089477161730255,3.0567509071300427,1.5100223820547056,0.2615309151812934,Iris-setosa
+7,5.1089477161730255,3.0793095494077316,1.510022382054706,0.2615310864042064,Iris-setosa
+8,6.184473562540012,3.054193121489405,4.936731169159379,1.6990642172867907,Iris-versicolor
+9,5.1089477161730255,3.0544930340446177,1.5100223820547056,0.26153086868590825,Iris-setosa
+10,6.2016277740010075,3.05414118893844,4.982767832745282,1.7030118921358757,Iris-virginica
+11,6.19707567510417,3.0541171065361397,4.977791697593422,1.7023870160220602,Iris-virginica
+12,6.182585157249185,3.0542179879815032,4.927523031001508,1.695903882295425,Iris-versicolor
+13,5.1089477161730255,3.054209489711377,1.5100223820547056,0.2615308428509067,Iris-setosa
+14,5.1089477161730255,3.0546378789914996,1.5100223820547056,0.26153084702819274,Iris-setosa
+15,6.214520647657648,3.0541222573222733,5.009033878998776,1.7027921492778444,Iris-virginica
+16,5.1089477161730255,3.0550228235766683,1.5100223820547063,0.26153098043748674,Iris-setosa
+17,6.1793665682479055,3.0540052689660597,4.899491898587902,1.6658527322992014,Iris-versicolor
+18,6.179725496977876,3.05400602224311,4.911653489517257,1.701383518960583,Iris-virginica
+19,5.1089477161730255,3.056321701700244,1.5100223820547056,0.2615309116500292,Iris-setosa
+20,5.1089477161730255,3.0546198483346445,1.5100223820547056,0.2615308603081716,Iris-setosa
+21,6.190780929682098,3.054148174394835,4.959227133893444,1.7031831487262465,Iris-versicolor
+22,6.184470060263693,3.0541789221326865,4.935581815299766,1.6986124574748436,Iris-versicolor
+23,5.1089477161730255,3.106967328637732,1.5100223820547103,0.2615315629604313,Iris-setosa
+24,6.2406070295056795,3.0541270897987136,5.052637173686685,1.7047356163085696,Iris-virginica
+25,5.1089477161730255,3.054049084957077,1.510022382054706,0.2615308888037762,Iris-setosa
+26,6.179375560711418,3.0540063481189157,4.899689988633723,1.6698355113694092,Iris-versicolor
+27,6.179823586967946,3.0541922683494964,4.9028456973585675,1.6790829679824248,Iris-versicolor
+28,6.182143463803574,3.0541351377338244,4.924402991084554,1.694370148859452,Iris-versicolor
+29,5.1089477161730255,3.0541150886378237,1.5100223820547056,0.2615308631073098,Iris-setosa
+30,5.108947788628022,3.0540816699498525,4.8994915732618445,1.6657325191052899,Iris-versicolor
+31,5.1089477161730255,3.054372268921662,1.5100223820547056,0.26153088086210635,Iris-setosa
+0,5.1089477161730255,3.0573608313663616,1.5100223820547056,0.26153091680901985,Iris-setosa
+1,5.108947716173026,3.121306176240654,1.5100223820547243,0.2615321501055908,Iris-setosa
+2,5.1089477161730255,3.0546023580043435,1.5100223820547056,0.261530855935071,Iris-setosa
+3,5.108947858184909,3.0557809821267163,4.8994917039899955,1.666232238929366,Iris-versicolor
+4,6.179366498139576,3.054009631575516,4.899491334788866,1.6655516304405025,Iris-versicolor
+5,5.1089477161730255,3.0568943923054075,1.5100223820547058,0.26153095853508923,Iris-setosa
+6,5.1089477161730255,3.065372499497176,1.5100223820547067,0.2615311352463234,Iris-setosa
+7,6.210626197263255,3.054162183454981,5.006463385073939,1.7049638061719825,Iris-virginica
+8,5.1089477161730255,3.056470105759019,1.5100223820547056,0.26153089003236474,Iris-setosa
+9,6.213624446973729,3.0541281433222967,5.006787237267032,1.7032755339732066,Iris-virginica
+10,6.179366558782481,3.054003217039497,4.8994920502754065,1.6658444120529385,Iris-versicolor
+11,6.186092266061466,3.054197773668333,4.9433457539006005,1.701208516846003,Iris-versicolor
+12,5.1089477161730255,3.055348059511837,1.5100223820547056,0.26153086516973584,Iris-setosa
+13,6.182354366756228,3.0543707673270015,4.921955470693686,1.6962831590360885,Iris-versicolor
+14,6.179745337218974,3.0540052729574296,4.910336786281295,1.6927144721829872,Iris-virginica
+15,5.1089477161730255,3.055056033737077,1.510022382054707,0.26153103113730203,Iris-setosa
+16,5.1089477161730255,3.054380911656192,1.5100223820547056,0.26153086866291453,Iris-setosa
+17,5.1089477161730255,3.054150071788758,1.5100223820547056,0.2615308429422893,Iris-setosa
+18,5.1089477161730255,3.055265317203695,1.5100223820547056,0.2615308768791308,Iris-setosa
+19,5.108947716175999,3.0541617531809724,1.5100223820595284,0.26153416349613345,Iris-setosa
+20,5.1089477161730255,3.0559186366050333,1.5100223820547067,0.2615310370549276,Iris-setosa
+21,6.184919482804724,3.0541302745055585,4.936946965355512,1.6978811308223725,Iris-versicolor
+22,5.1089477161730255,3.0545671664956413,1.5100223820547056,0.26153085028672496,Iris-setosa
+23,5.1089477161730255,3.055307203277904,1.5100223820547056,0.2615308749037575,Iris-setosa
diff --git a/iris/lct_gan/3/21/test.csv b/iris/lct_gan/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/21/train.csv b/iris/lct_gan/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/21/val.csv b/iris/lct_gan/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/synth.csv b/iris/lct_gan/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3fe13c44e78496c2409e497724789a98f79762d
--- /dev/null
+++ b/iris/lct_gan/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054827709041957,1.5100223820547056,0.2615308550331552,Iris-setosa
+1,5.1089477161730255,3.057255566094197,1.5100223820547058,0.2615309534201946,Iris-setosa
+2,6.179366509171228,3.0540174390049386,4.899491373239331,1.6656023741955348,Iris-versicolor
+3,6.179391355656508,3.054402213955114,4.8995712077196405,1.669313847612387,Iris-versicolor
+4,5.1089477161730255,3.055120683155222,1.5100223820547056,0.26153086130828657,Iris-setosa
+5,6.214946640468585,3.054115349481222,5.008606595213929,1.7024805856116056,Iris-virginica
+6,5.1089477161730255,3.057426381127524,1.5100223820547056,0.2615308996992509,Iris-setosa
+7,5.1089477161730255,3.0597620451879024,1.5100223820547056,0.2615309329959045,Iris-setosa
+8,5.1089477161730255,3.055315861985775,1.5100223820547056,0.26153086540995696,Iris-setosa
+9,6.1795175084384315,3.0547785503936957,4.89998820084596,1.6739641871261486,Iris-versicolor
+10,5.1089477161730255,3.0696680179222766,1.510022382054707,0.26153117261947156,Iris-setosa
+11,6.181470269440089,3.054306323776292,4.915570444365983,1.691032345188783,Iris-versicolor
+12,6.1804481424537805,3.0540903318712576,4.913138537205267,1.6877390750831793,Iris-versicolor
+13,6.2123000503947345,3.0541274881889278,5.003955444124455,1.703216848656175,Iris-virginica
+14,5.1089477161730255,3.0541635531249387,1.5100223820547056,0.2615308656979488,Iris-setosa
+15,5.1089477161730255,3.0577575713204492,1.5100223820547056,0.2615309056016764,Iris-setosa
+16,6.1793741131414,3.0540181543842158,4.8995731156605276,1.6680330632843805,Iris-versicolor
+17,5.1089477161730255,3.0555587149249286,1.5100223820547056,0.2615308691263848,Iris-setosa
+18,6.233152004723707,3.054130410605969,5.042073643937333,1.702589626695751,Iris-virginica
+19,6.179993405059412,3.0541876119571287,4.9040131247788565,1.680696145357191,Iris-versicolor
+20,6.20492951807254,3.054164253788618,4.994207272991936,1.7048595970750793,Iris-virginica
+21,5.1089477161730255,3.058399179017958,1.5100223820547056,0.2615309070738702,Iris-setosa
+22,5.108947716460603,3.153234971847378,1.5100223836741533,0.2617212663822063,Iris-setosa
+23,5.1089477161730255,3.055242744231796,1.5100223820547058,0.26153095472466376,Iris-setosa
+24,6.179911396210982,3.0542946707336136,4.902520492472235,1.6790858309593357,Iris-versicolor
+25,5.1089477161730255,3.0571104390103208,1.5100223820547056,0.26153092834599,Iris-setosa
+26,5.1089477161730255,3.0608078384790396,1.5100223820547056,0.26153093574015057,Iris-setosa
+27,6.194377999971094,3.054094115333125,4.966192920166726,1.7027777936101434,Iris-virginica
+28,5.1089477161730255,3.060868268117852,1.5100223820547056,0.2615309398559556,Iris-setosa
+29,5.1089477161730255,3.054589338800811,1.5100223820547056,0.26153084430117496,Iris-setosa
+30,6.183277967950528,3.0540798893122467,4.930402337640708,1.6961748977257116,Iris-versicolor
+31,6.240785228336619,3.0541144044254276,5.047822714494511,1.7007830018047347,Iris-virginica
+0,6.180011692357134,3.054257195288717,4.90354864447036,1.680335163936217,Iris-versicolor
+1,5.108947716174236,3.054071726520011,1.510022382057192,0.2615330259454376,Iris-versicolor
+2,5.108947716173026,3.0562526944528536,1.5100223820547114,0.2615312248489195,Iris-setosa
+3,5.1089477161731764,3.0950449614460553,1.51002238205604,0.2615373030422157,Iris-setosa
+4,6.180563135253956,3.0543412357389514,4.906967448244153,1.6846173601005814,Iris-versicolor
+5,5.1089477161730255,3.0821835747225,1.5100223820547083,0.2615313340100298,Iris-setosa
+6,5.1089477161730255,3.05595735839815,1.5100223820547056,0.26153087249941587,Iris-setosa
+7,6.297662179030347,3.0540995481493445,5.120692822281078,1.7045618409510477,Iris-virginica
+8,6.192974197546838,3.054153257916853,4.964216957784987,1.7036115707902242,Iris-virginica
+9,6.18692767835545,3.0541639902410713,4.945103093539685,1.7009121930260895,Iris-versicolor
+10,6.180555213998704,3.054348962433827,4.9071126605083615,1.6840889801749312,Iris-versicolor
+11,6.179658640607504,3.0540753773465505,4.902648864272321,1.6778775478511134,Iris-versicolor
+12,5.108947716173026,3.0635971164414872,1.5100223820547147,0.2615315073215702,Iris-setosa
+13,6.180172716935866,3.0540624528951152,4.910234503755744,1.6866953462629697,Iris-versicolor
+14,6.180494557201216,3.054566114770631,4.9052573942426445,1.685217725543123,Iris-versicolor
+15,5.108947716173074,3.055037743733538,1.5100223820548666,0.2615321131501134,Iris-setosa
+16,5.108947716522178,3.147431781748283,1.5100223838927649,0.2617296713518937,Iris-setosa
+17,6.187208333148036,3.0542085378260357,4.948646794947077,1.7025541225194047,Iris-versicolor
+18,5.108947716174454,3.054012105516644,4.899491293672077,1.665431252808465,Iris-versicolor
+19,6.217403508744839,3.0540696874916065,5.027271707678345,1.7112787958780165,Iris-virginica
+20,5.108947716173221,3.1239002975088326,1.5100223820574412,0.2615408165471196,Iris-setosa
+21,5.1089477161730255,3.0674004237383063,1.5100223820547065,0.2615311268952551,Iris-setosa
+22,5.1089477161730255,3.057754376451038,1.5100223820547056,0.2615308975379619,Iris-setosa
+23,6.2496231373983875,3.054118297518496,5.057687637006597,1.7012443668634347,Iris-virginica
+24,5.1089477161730255,3.0541797426341546,1.5100223820547056,0.26153086261207775,Iris-setosa
+25,5.1089477161730255,3.05617229506907,1.5100223820547056,0.26153087576199596,Iris-setosa
+26,5.108947716173031,3.49056874812387,1.5100223820550214,0.26153699872265784,Iris-setosa
+27,5.1089477161730255,3.0575005223827514,1.5100223820547056,0.26153089710955196,Iris-setosa
+28,5.1089477161730255,3.0590626058462966,1.5100223820547056,0.2615309289457195,Iris-setosa
+29,5.108947716184124,3.1690752132743225,1.5100223821607763,0.2615909761849395,Iris-setosa
+30,5.108947716173029,3.2671747596042127,1.5100223820548306,0.2615345125022711,Iris-setosa
+31,6.214761316473123,3.054136441284213,5.00987133720722,1.7043364504428367,Iris-virginica
+0,5.1089477161730255,3.054648567143771,1.5100223820547056,0.2615308854408975,Iris-setosa
+1,6.179372203768226,3.0540232009930377,4.899547078703436,1.6680473390171138,Iris-versicolor
+2,6.179369498116071,3.0540429668122147,4.8995062918578265,1.6671935006070837,Iris-versicolor
+3,6.180131275947174,3.054016953418521,4.915574182348689,1.6933209094204362,Iris-versicolor
+4,5.1089477161730255,3.078109147861299,1.5100223820547085,0.26153133562355896,Iris-setosa
+5,5.1089477161730255,3.0549047881844693,1.5100223820547056,0.2615308534086619,Iris-setosa
+6,5.1089477161730255,3.061881651072748,1.5100223820547058,0.261531007253589,Iris-setosa
+7,6.182509790159118,3.0543550685263634,4.924185834769243,1.6967052058785461,Iris-versicolor
+8,5.1089477161730255,3.0647603644498624,1.5100223820547072,0.2615311934431217,Iris-setosa
+9,6.181841608683522,3.0540251871239,4.92913052302769,1.7015263382782986,Iris-virginica
+10,5.108947716173969,3.0543356681366634,1.5100223820572898,0.2615342907287516,Iris-setosa
+11,5.108947716432156,3.0540154046883554,4.899491294849154,1.6654559877575743,Iris-versicolor
+12,6.179405204811057,3.0547015968745916,4.899586800729988,1.670138882517103,Iris-versicolor
+13,5.10894771617303,3.0542882427342373,1.5100223820547172,0.2615311861168144,Iris-setosa
+14,5.10894771617303,3.054360710134272,1.510022382054718,0.2615312053678867,Iris-setosa
+15,6.218818967994029,3.0541435454212724,5.0200570727495455,1.7037747718934235,Iris-virginica
+16,6.196763697474822,3.0541377730457855,4.970747399613098,1.7032759026528546,Iris-virginica
+17,5.1089477161730255,3.0975496360301857,1.510022382054709,0.26153143677116963,Iris-setosa
+18,6.194867221296803,3.0541525625356956,4.96834306535117,1.703802605575505,Iris-virginica
+19,6.212681724961208,3.0541480916227433,5.007427437547406,1.7042790538732462,Iris-virginica
+20,5.1089477161730255,3.0542644040951803,1.5100223820547056,0.26153085433580475,Iris-setosa
+21,5.1089477161730255,3.0624390394689143,1.5100223820547058,0.2615309650305671,Iris-setosa
+22,6.208317925617777,3.054154596130649,5.0012951197996465,1.7046422881552536,Iris-virginica
+23,5.1089477161730255,3.05639345123067,1.5100223820547056,0.2615308838310658,Iris-setosa
+24,5.108947716173026,3.0596593787154087,1.5100223820547134,0.2615313781245685,Iris-setosa
+25,6.189432293600153,3.0541385132529166,4.951546759764231,1.7015768473900441,Iris-versicolor
+26,6.221343543459898,3.0541451257632457,5.024338490292319,1.7034094201504302,Iris-virginica
+27,5.1089477161730255,3.0578506306459476,1.5100223820547056,0.26153089886696873,Iris-setosa
+28,5.1089477161730255,3.0701714436942065,1.5100223820547067,0.2615311590750701,Iris-setosa
+29,6.2134222791451075,3.054131307829783,5.007526754387808,1.703419387551527,Iris-virginica
+30,5.1089477161730255,3.055429849557316,1.5100223820547056,0.2615308635114441,Iris-setosa
+31,5.1089477161730255,3.1814700251006394,1.5100223820547163,0.26153194172342403,Iris-setosa
+0,5.1089477161730255,3.0544538940769836,1.5100223820547056,0.26153084537610516,Iris-setosa
+1,5.108948003113831,3.0542605786687056,4.899492369778289,1.6662229467442444,Iris-versicolor
+2,5.108947716174154,3.0540204121970804,4.89949129366932,1.6654311143373348,Iris-versicolor
+3,6.199197638338108,3.0540970193053596,4.98170677094395,1.7033291784932845,Iris-virginica
+4,5.1089477161730255,3.0552170024509286,1.5100223820547056,0.2615308765494927,Iris-setosa
+5,5.1089477161730255,3.0718090070544077,1.510022382054706,0.2615310673942611,Iris-setosa
+6,6.17955773850428,3.0540486344365445,4.902100277398727,1.677525780158682,Iris-versicolor
+7,5.1089477161748915,3.064143427841441,1.5100223820632122,0.26154191719110575,Iris-setosa
+8,6.17993391289865,3.0548238163262114,4.901669218110644,1.680843754247676,Iris-versicolor
+9,6.211781717682545,3.054105582336692,5.001368153509446,1.7024615806651604,Iris-virginica
+10,5.1089477161730255,3.065351787985472,1.5100223820547058,0.26153100715956296,Iris-setosa
+11,5.1089477161730255,3.070497505513985,1.5100223820547063,0.2615310874579318,Iris-setosa
+12,5.108947716173035,3.0877925128976,1.5100223820548173,0.2615331791163043,Iris-setosa
+13,6.196714890795014,3.054174226888626,4.976099709335814,1.705147372747407,Iris-virginica
+14,6.18039435356194,3.054203648386398,4.907522780996199,1.68438938720351,Iris-versicolor
+15,5.1089477161730255,3.0546883963044644,1.5100223820547056,0.26153084561452594,Iris-setosa
+16,5.1089477161730255,3.0551468241941464,1.5100223820547056,0.2615308607164591,Iris-setosa
+17,6.230363246005079,3.054105878673609,5.032592631478509,1.7002251438205211,Iris-virginica
+18,6.21580961920144,3.0541327992870317,5.011021779162175,1.7033722357084324,Iris-virginica
+19,5.108947716173026,3.0541144530749413,1.5100223820547087,0.261530996977197,Iris-setosa
+20,5.10894771618143,3.054100866471929,4.899491293692124,1.6654372405797344,Iris-versicolor
+21,5.108947716173038,3.0540850494245477,1.510022382054733,0.26153121856849826,Iris-setosa
+22,5.108947716173027,3.054097841290965,1.5100223820547107,0.26153102478559787,Iris-setosa
+23,5.108949612894236,3.0545896683798848,4.899497046314202,1.6671000137053684,Iris-versicolor
diff --git a/iris/lct_gan/3/22/test.csv b/iris/lct_gan/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/22/train.csv b/iris/lct_gan/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/22/val.csv b/iris/lct_gan/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/synth.csv b/iris/lct_gan/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2e7d9d775b5c3731ca0fdb5d4b0e89d8b76c99d
--- /dev/null
+++ b/iris/lct_gan/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.205349200023472,3.054061198805485,5.000508633229919,1.7089163260589166,Iris-virginica
+1,5.1089477161730255,3.059550663805335,1.5100223820547056,0.2615309187051399,Iris-setosa
+2,6.180408737400675,3.0545051481760175,4.904943577618558,1.6838566744763357,Iris-versicolor
+3,5.10894781041298,3.075871615555141,1.5100226025591186,0.26232399701728554,Iris-setosa
+4,5.1089477161730255,3.0566977158546633,1.5100223820547056,0.26153089468952606,Iris-setosa
+5,6.179368024173438,3.054002943440615,4.899528724535736,1.667499281223095,Iris-versicolor
+6,6.179366610505194,3.054008111736502,4.899492227373351,1.665860865503757,Iris-versicolor
+7,5.1089477161730255,3.056393437546422,1.5100223820547058,0.2615309581645568,Iris-setosa
+8,5.1089477161730255,3.055594028635977,1.5100223820547056,0.26153086647579454,Iris-setosa
+9,5.1089477161730255,3.0575110125662155,1.5100223820547058,0.2615309606804376,Iris-setosa
+10,6.195633643592686,3.054178042240576,4.973069163697426,1.7060021189902865,Iris-virginica
+11,6.24124860664877,3.054115792521326,5.0483607588811195,1.7008851489057317,Iris-virginica
+12,5.1089477161730255,3.054468105973404,1.510022382054706,0.261530934903305,Iris-setosa
+13,5.1089477161730255,3.055306263693293,1.510022382054707,0.261531033036282,Iris-setosa
+14,6.194645900579747,3.0541560854371568,4.968486831511655,1.7039522993004583,Iris-virginica
+15,6.179912851876169,3.054114678575751,4.9049490649959315,1.6818188646076,Iris-versicolor
+16,6.182383332432398,3.0540541019004497,4.92652677028056,1.69448079843091,Iris-versicolor
+17,6.180721511033604,3.0540143055071156,4.921022835409879,1.700427790383381,Iris-virginica
+18,6.179670159848614,3.0542641926685192,4.901065752089277,1.6765968151137878,Iris-versicolor
+19,6.225553152012068,3.0541171697503215,5.032160057299066,1.7048542332756018,Iris-virginica
+20,6.221275546244017,3.054135773774649,5.024889391713549,1.703955398819621,Iris-virginica
+21,6.179399515455748,3.0552525639877315,4.899556790792229,1.670044472794732,Iris-versicolor
+22,5.108947716177321,3.05466849362237,1.510022382064746,0.2615367332922418,Iris-setosa
+23,5.1089477161730255,3.056634938562377,1.5100223820547056,0.26153088405915764,Iris-setosa
+24,6.180158358282706,3.054251111332464,4.905105062458048,1.6819704784031084,Iris-versicolor
+25,5.1089477161730255,3.055178637454453,1.5100223820547056,0.26153085655401137,Iris-setosa
+26,6.2070375377359825,3.0541382290280685,4.994975543344808,1.7039519665099798,Iris-virginica
+27,5.108947784042576,3.055353341329676,4.899491488435813,1.6660332746768376,Iris-versicolor
+28,6.255149699451623,3.0541192435804856,5.065507728205869,1.701219567447481,Iris-virginica
+29,5.1089477161730255,3.054158038134056,1.510022382054706,0.2615309223027989,Iris-setosa
+30,6.235832706348419,3.054117239265798,5.04238450152053,1.7008386430676836,Iris-virginica
+31,6.227485560771256,3.0541301257522493,5.031007901906618,1.7026174310139666,Iris-virginica
+0,5.1089477161730255,3.054461092293248,1.5100223820547056,0.26153085811223237,Iris-setosa
+1,6.207391375358317,3.0541551828050464,4.998125929552989,1.7046713290184827,Iris-virginica
+2,5.108947731024233,3.055831238935873,1.510022403878131,0.26169179718326874,Iris-setosa
+3,5.1089477161730255,3.0578666979653946,1.5100223820547056,0.26153092477354667,Iris-setosa
+4,5.108947732519234,3.0578180416095275,1.5100224179088482,0.26177451696097087,Iris-setosa
+5,5.1089477161730255,3.057565607080724,1.5100223820547056,0.26153091479594837,Iris-setosa
+6,6.17945411788412,3.0540061242873673,4.902775653956765,1.6805486359775843,Iris-versicolor
+7,6.180067881503914,3.0542183588900245,4.904443734993107,1.681222645995433,Iris-versicolor
+8,5.1089477161730255,3.0571631911823336,1.5100223820547058,0.2615309443951172,Iris-setosa
+9,6.198988000938772,3.0541513120495,4.978793151780932,1.7042919707115254,Iris-virginica
+10,6.1795328264528155,3.0550957662527694,4.899965949315748,1.6745680476843778,Iris-versicolor
+11,6.190762796068667,3.054095053018543,4.956130933582637,1.7026178127442213,Iris-virginica
+12,5.1089477161730255,3.0556328690594485,1.5100223820547056,0.261530877103491,Iris-setosa
+13,5.1089477161730255,3.054797070061175,1.5100223820547056,0.2615308504813801,Iris-setosa
+14,6.17946993090615,3.0540049637624453,4.904544994302564,1.682159281534592,Iris-versicolor
+15,6.180226848142362,3.054471685913527,4.903831387452132,1.682419513900844,Iris-versicolor
+16,5.1089477161730255,3.0579476829544934,1.5100223820547056,0.2615309322998018,Iris-setosa
+17,6.182537514160336,3.0541774611882917,4.927066243573983,1.6953911957246937,Iris-versicolor
+18,5.1089477161730255,3.055654138003016,1.5100223820547056,0.26153088700199556,Iris-setosa
+19,6.215683047834619,3.05410817272206,5.009189489139598,1.7019695662559187,Iris-virginica
+20,5.1089477161730255,3.0600634170021332,1.5100223820547056,0.2615309306138161,Iris-setosa
+21,5.1089477161730255,3.0562299854434314,1.5100223820547056,0.26153087782148227,Iris-setosa
+22,5.1089477161730255,3.1023543622244403,1.510022382054709,0.26153144265028233,Iris-setosa
+23,5.1089477161730255,3.0578563687730824,1.5100223820547056,0.2615309003211709,Iris-setosa
+24,5.108947716198217,3.0548714169322895,1.5100223821070544,0.2615420229633583,Iris-setosa
+25,5.108947716173042,3.057214102018045,1.5100223820547778,0.26153208537108713,Iris-setosa
+26,5.1089477161730255,3.0543605076375884,1.5100223820547056,0.2615308626260415,Iris-setosa
+27,6.179366536067727,3.054003303858378,4.899491765963334,1.665724738522018,Iris-versicolor
+28,6.184449812107797,3.054024633094232,4.9454950142259,1.7141775379773503,Iris-virginica
+29,6.209790324831445,3.0541061569996404,4.99803284112041,1.7027373824055647,Iris-virginica
+30,6.180224077729199,3.0546362795947144,4.903515579894972,1.68276040391234,Iris-versicolor
+31,6.179382600831736,3.0540102991377482,4.899783651379556,1.6699545545203263,Iris-versicolor
+0,5.1089477161730255,3.0546741014472913,1.5100223820547056,0.26153085406284493,Iris-setosa
+1,6.215838468448796,3.0541333214266166,5.012210567097822,1.7048354273509134,Iris-virginica
+2,5.1089477161730255,3.054336435234348,1.5100223820547056,0.26153085024840295,Iris-setosa
+3,6.208366705804801,3.054117536143544,4.996413154922286,1.7034231428636917,Iris-virginica
+4,6.179975536025233,3.054121777933386,4.905107237476217,1.6818480033503815,Iris-versicolor
+5,5.1089477161730255,3.0654083747654863,1.5100223820547085,0.2615312866320167,Iris-setosa
+6,6.187484265253296,3.054107500898436,4.943963892109892,1.699638290650203,Iris-versicolor
+7,5.1089477161730255,3.0566177463172557,1.5100223820547056,0.2615308834124322,Iris-setosa
+8,6.210224544348975,3.0541159927792263,4.998838000406763,1.7030191939504928,Iris-virginica
+9,6.2393741166927095,3.0541315908723523,5.052738641704085,1.7027169386296976,Iris-virginica
+10,5.108947716367794,3.054014406159601,4.899491294519529,1.6654560195875459,Iris-versicolor
+11,5.108948249219745,3.05450054579115,4.899493156042514,1.6664789342986115,Iris-versicolor
+12,5.108947716173209,3.0542209622175713,1.5100223820551544,0.2615320615934782,Iris-setosa
+13,5.108947716173611,3.064670648910591,1.5100223820575216,0.2615379718558217,Iris-setosa
+14,6.17941929258585,3.054755640447192,4.89963304298663,1.6708644518127294,Iris-versicolor
+15,5.1089477161730255,3.057662627191039,1.5100223820547056,0.2615308974546864,Iris-setosa
+16,5.108947724965767,3.088987572757609,1.5100224098252397,0.26194228036875183,Iris-setosa
+17,5.1089477161730255,3.0593607996951873,1.5100223820547056,0.26153091883659635,Iris-setosa
+18,5.108947716173026,3.054208921940863,1.5100223820547074,0.2615309858036606,Iris-setosa
+19,5.1089477161730255,3.0545498752409617,1.5100223820547058,0.26153091456840344,Iris-setosa
+20,6.186535084578921,3.0541504382951774,4.941768262664105,1.6996845420014146,Iris-versicolor
+21,5.1089477161730255,3.0550490576886027,1.5100223820547056,0.2615308950146805,Iris-setosa
+22,6.179373902079453,3.054089332241978,4.899524420755787,1.667909219141413,Iris-versicolor
+23,6.180221403352378,3.054354761611825,4.904412458114592,1.6824142039351206,Iris-versicolor
+24,5.1089477312714315,3.0821179579487707,1.5100224262034398,0.26198437256373003,Iris-setosa
+25,5.108947716236605,3.0540060747157702,4.8994912940281985,1.665441232961464,Iris-versicolor
+26,5.1089477161730255,3.0545551019193304,1.5100223820547056,0.2615308423499177,Iris-setosa
+27,6.195515544339299,3.054166764131198,4.972169027445199,1.705570039493697,Iris-virginica
+28,6.226535602045647,3.0541230112513844,5.02963839008937,1.7019757783448513,Iris-virginica
+29,5.108948578548641,3.0547185203147986,4.899494167240504,1.6669129113330674,Iris-versicolor
+30,6.21495448791006,3.054145561244312,5.012468445693997,1.704318456918434,Iris-virginica
+31,5.1089477161730255,3.056377888014768,1.5100223820547056,0.26153088602260677,Iris-setosa
+0,6.181811605257117,3.054025060282053,4.92309314003521,1.6966802139661392,Iris-virginica
+1,5.108947716206327,3.054016920918432,4.899491293832359,1.6654408884776928,Iris-versicolor
+2,5.108947716257695,3.0545976962539885,1.5100223821988406,0.26154936454872013,Iris-setosa
+3,5.108947716183079,3.054008361889868,4.899491293711608,1.6654361764757433,Iris-versicolor
+4,6.184085413276579,3.0540266547925055,4.9447998338636205,1.7121424491601742,Iris-virginica
+5,6.179408905407433,3.0545008666163302,4.899632237333421,1.6706738762456823,Iris-versicolor
+6,5.10894771626676,3.120493969439201,1.5100223825295966,0.26162803204991797,Iris-setosa
+7,6.179373511634969,3.054003119162104,4.899738930744031,1.670279216509848,Iris-versicolor
+8,5.1089477161730255,3.0550684690961347,1.5100223820547056,0.2615308655001659,Iris-setosa
+9,5.1089477161730255,3.058305611765375,1.5100223820547058,0.26153095056623255,Iris-setosa
+10,5.108947716173079,3.060924420221756,1.5100223820549794,0.2615333566333117,Iris-setosa
+11,5.1089477161730255,3.056010047783613,1.5100223820547058,0.2615309229814227,Iris-setosa
+12,5.108947716173546,3.0540145823411486,4.899491293666846,1.6654300745188313,Iris-versicolor
+13,6.225675091324771,3.0541237332715463,5.02825929803037,1.7018198072779303,Iris-virginica
+14,5.1089477161730255,3.0567400374099383,1.5100223820547056,0.2615308846474415,Iris-setosa
+15,6.179375257225657,3.0540313775937236,4.899567127875081,1.6683144967695371,Iris-versicolor
+16,5.1089477161730255,3.0543711114958985,1.5100223820547056,0.26153085559955624,Iris-setosa
+17,6.214724979528411,3.054114841302589,5.007449612180076,1.7026038681706408,Iris-virginica
+18,5.1089477288748935,3.0541586575475135,4.899491339271932,1.6656437309318843,Iris-versicolor
+19,5.108947716173169,3.054039564317671,1.510022382055054,0.2615316632847784,Iris-setosa
+20,5.1089477161730255,3.0652517939661017,1.5100223820547058,0.26153102100935544,Iris-setosa
+21,6.196843881371316,3.054161007879981,4.974790718131927,1.7047742591558996,Iris-virginica
+22,5.108947716173027,3.0702384771900735,1.5100223820547205,0.26153171235307293,Iris-setosa
+23,6.182636163875827,3.0542663799848677,4.928445814019728,1.6969203190337439,Iris-versicolor
diff --git a/iris/lct_gan/3/23/test.csv b/iris/lct_gan/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/23/train.csv b/iris/lct_gan/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/23/val.csv b/iris/lct_gan/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/synth.csv b/iris/lct_gan/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..811936c67c24a67d5ecfb2b5fc57be8fe43b392e
--- /dev/null
+++ b/iris/lct_gan/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.22109549849563,3.054106402272176,5.017902756532957,1.7011926995103177,Iris-virginica
+1,6.179382178977453,3.054400745162401,4.899532442063526,1.6684183751151191,Iris-versicolor
+2,5.1089477161730255,3.0578095605956404,1.5100223820547056,0.26153090151090475,Iris-setosa
+3,5.1089477161730255,3.0546727334249772,1.5100223820547056,0.26153089250586997,Iris-setosa
+4,6.185356273516653,3.054189677385567,4.940113497898028,1.6998470090079703,Iris-versicolor
+5,6.200592586595098,3.0541572438313827,4.985072787632594,1.704225063512083,Iris-virginica
+6,6.223509147280774,3.054135906026365,5.024688594348905,1.703052375118793,Iris-virginica
+7,6.213247058660826,3.0541150268700465,5.0111276495883175,1.7033354460472967,Iris-virginica
+8,5.108954971227631,3.055794048772329,4.899515668803837,1.6691705025999082,Iris-versicolor
+9,5.1089477161730255,3.065464264453812,1.5100223820547058,0.26153097931924657,Iris-setosa
+10,5.1089477161730255,3.0617372476441,1.5100223820547074,0.26153117829015904,Iris-setosa
+11,5.1089477161730255,3.0575228683571263,1.5100223820547056,0.26153090608806645,Iris-setosa
+12,5.1089477161730255,3.0732260849823967,1.5100223820547076,0.26153124906325054,Iris-setosa
+13,6.192286145088927,3.0541290645690093,4.962043037091968,1.702947144811892,Iris-virginica
+14,5.108947722092891,3.0568799968790743,1.5100223923824123,0.2616640389621809,Iris-setosa
+15,5.108950443551532,3.057204893726629,4.899499053832353,1.668406780262546,Iris-versicolor
+16,6.18054213780544,3.0543049081106592,4.907395853736483,1.6840681171483143,Iris-versicolor
+17,6.179366491831497,3.0540076613936256,4.899491308530607,1.665504409680262,Iris-versicolor
+18,5.108947716305548,3.05400679108552,4.899491294386674,1.665449067885093,Iris-versicolor
+19,6.263654898189072,3.0541265258140067,5.077142894292323,1.7022194331775602,Iris-virginica
+20,6.200661343735572,3.054132922810009,4.981296308862963,1.7035542786254896,Iris-virginica
+21,5.108947716174303,3.0552431095810917,1.5100223820579537,0.2615355445749617,Iris-setosa
+22,6.179402254667449,3.0540082152173382,4.900479832386986,1.6737324148711141,Iris-versicolor
+23,5.1089477161730255,3.0632981397731203,1.5100223820547065,0.26153111234436915,Iris-setosa
+24,5.1089477161730255,3.0541477230787795,1.5100223820547058,0.2615308828978754,Iris-setosa
+25,6.179371548781257,3.0540083114449255,4.899579985398252,1.6686354417830522,Iris-versicolor
+26,6.1875331716296325,3.054153798884856,4.946983403586028,1.7015946973577698,Iris-versicolor
+27,6.215791855092628,3.0541255220970616,5.010144286549232,1.7030521141066528,Iris-virginica
+28,5.1089477161730255,3.0581557551639316,1.5100223820547063,0.2615310503316989,Iris-setosa
+29,5.1089477161730255,3.0552438479267625,1.5100223820547056,0.2615308715400185,Iris-setosa
+30,5.1089477161730255,3.0592536681330933,1.5100223820547056,0.26153091575716314,Iris-setosa
+31,5.1089477161730255,3.0543242587440314,1.5100223820547056,0.26153083861657495,Iris-setosa
+0,5.108947716174334,3.054142539176263,1.5100223820573004,0.26153345491027896,Iris-setosa
+1,5.1089477161730255,3.0541798851239013,1.5100223820547058,0.26153088537392727,Iris-setosa
+2,6.179368936621492,3.054001984681903,4.899574411901981,1.668814571356012,Iris-versicolor
+3,5.1089477161730255,3.05653989502093,1.5100223820547056,0.2615308813514874,Iris-setosa
+4,5.108948523838298,3.054718094090724,4.899494174308619,1.6668388269115217,Iris-versicolor
+5,5.108947716173026,3.0543232625358137,1.5100223820547087,0.26153104107621655,Iris-setosa
+6,6.200978384275367,3.054119870515248,4.984552971969684,1.7040443550195916,Iris-virginica
+7,6.187517308029479,3.0541707322863907,4.947151698792381,1.7017980910678807,Iris-versicolor
+8,6.21394904214002,3.054118973253702,5.007635276264669,1.7027369484728818,Iris-virginica
+9,5.108949035936253,3.0555764597721793,4.899495636197041,1.6674545818745379,Iris-versicolor
+10,5.108947793209816,3.056668037940749,4.899491504857413,1.6660851395733223,Iris-setosa
+11,5.1089477161730255,3.055120713139824,1.5100223820547056,0.2615308581771288,Iris-setosa
+12,5.1089477161730255,3.054464949238772,1.5100223820547056,0.2615308709419526,Iris-setosa
+13,5.1089477161730255,3.054787322751258,1.5100223820547056,0.261530849707209,Iris-setosa
+14,5.1089477161730255,3.0568194949954823,1.5100223820547056,0.26153088768919364,Iris-setosa
+15,5.1089477161730255,3.0546557081075565,1.5100223820547056,0.2615308467246191,Iris-setosa
+16,5.1089477161730255,3.0567418837772125,1.5100223820547056,0.2615309085378031,Iris-setosa
+17,5.108947716173846,3.0540405949188814,4.899491293667858,1.6654311879899455,Iris-versicolor
+18,5.1089477161730255,3.1017200313270017,1.5100223820547067,0.2615312708274347,Iris-setosa
+19,6.249068311573494,3.054124292753532,5.067902013219433,1.7022522880806852,Iris-virginica
+20,5.1089477161730255,3.054157828505968,1.5100223820547063,0.2615309236586907,Iris-setosa
+21,6.187309511181448,3.054153427121069,4.946535705506666,1.7012213521179884,Iris-versicolor
+22,5.108947716173032,3.054380576568202,1.5100223820547238,0.2615312953638153,Iris-setosa
+23,5.1089477161730255,3.0675740816741386,1.5100223820547058,0.26153099910870126,Iris-setosa
+24,6.180017345254908,3.0543170523524354,4.903228436458652,1.6807384896829316,Iris-versicolor
+25,5.1089477161804275,3.0540084050556207,4.8994912937049415,1.6654337618195225,Iris-versicolor
+26,6.179692624792564,3.05413322304593,4.901940677379562,1.6772066283801352,Iris-versicolor
+27,5.10894795094131,3.0550738836310543,4.899491911963684,1.6663407162374846,Iris-versicolor
+28,6.17936664594194,3.054005282046984,4.899492678173324,1.6659802128969499,Iris-versicolor
+29,5.108948394513423,3.0647487143251486,1.5100235768804433,0.26266646570709473,Iris-setosa
+30,5.1089477161730255,3.054595007601131,1.5100223820547072,0.2615310172139705,Iris-setosa
+31,5.108947716173154,3.2382438124369903,1.510022382057372,0.2615428620925692,Iris-setosa
+0,5.1089477161730255,3.055381031002863,1.5100223820547056,0.2615308907872167,Iris-setosa
+1,6.210091274490888,3.0541174299396934,4.999365007504408,1.703124434045349,Iris-virginica
+2,5.1089477161730255,3.0553022137596257,1.5100223820547056,0.26153087881561526,Iris-setosa
+3,6.179366489251362,3.0540015302089123,4.8994912976441904,1.6654725014304443,Iris-versicolor
+4,6.194814529938255,3.0541584632513166,4.970087307198905,1.7053058071163993,Iris-versicolor
+5,5.1089477161730255,3.0547777582166082,1.5100223820547058,0.2615309296145556,Iris-setosa
+6,5.1089477161730255,3.055642684790605,1.5100223820547056,0.2615308829093837,Iris-setosa
+7,6.179366895157242,3.0540041875531965,4.899496710198902,1.666382749795646,Iris-versicolor
+8,5.108947716173501,3.0540280290941033,4.899491293666473,1.6654302958187803,Iris-versicolor
+9,5.1089477161730255,3.056975873750971,1.5100223820547056,0.26153088836851823,Iris-setosa
+10,6.179392810477454,3.055241571713112,4.8995449670805495,1.6697721262025311,Iris-versicolor
+11,5.108949137333429,3.0552829491559,4.899495337483951,1.6672507503573453,Iris-versicolor
+12,6.27251445324968,3.054115872815663,5.092833466761383,1.7036817569546756,Iris-virginica
+13,6.196630596333938,3.0541464147363886,4.972786671634192,1.7037855875839756,Iris-virginica
+14,6.209753887493025,3.054129902955588,5.000505456491792,1.703774935026011,Iris-virginica
+15,5.1089477161752646,3.0581181955256933,1.5100223820644683,0.26153935449740595,Iris-setosa
+16,5.10894771617315,3.0541032667745407,1.5100223820549914,0.26153180559483763,Iris-setosa
+17,6.2306253070464095,3.0541291280850498,5.037982267874209,1.7018792625807753,Iris-virginica
+18,5.1089477161730255,3.05482500881786,1.5100223820547058,0.26153090439383125,Iris-setosa
+19,5.1089477161730255,3.0723903863520445,1.5100223820547063,0.2615311129656111,Iris-setosa
+20,5.1089477161730255,3.0543365186227334,1.5100223820547056,0.2615308838563954,Iris-setosa
+21,6.179456020685842,3.0540506891332875,4.900493684790434,1.6739523388063176,Iris-versicolor
+22,5.1089477161730255,3.0550754655703614,1.5100223820547056,0.2615308556453957,Iris-setosa
+23,6.184433295251366,3.0542204682765934,4.936302500241668,1.698331304985569,Iris-versicolor
+24,5.1089477161730255,3.0607007946571234,1.5100223820547058,0.2615309593427425,Iris-setosa
+25,6.185027809706729,3.054269913489105,4.941912419663435,1.7029349588076048,Iris-versicolor
+26,5.1089477161730255,3.057205577134069,1.5100223820547058,0.261530946818738,Iris-setosa
+27,6.179398438826919,3.0540056631337933,4.900616180523916,1.6735190904647386,Iris-versicolor
+28,5.1089477161730255,3.0753878773911882,1.510022382054706,0.2615310700398891,Iris-setosa
+29,5.1089477161730255,3.1306806845815895,1.5100223820547078,0.261531409406168,Iris-setosa
+30,5.108947716178932,3.0544932202409467,1.5100223820674064,0.2615376045155595,Iris-setosa
+31,5.1089477161730255,3.055178765543038,1.5100223820547056,0.2615308593479538,Iris-setosa
+0,5.1089477161730255,3.055229467190872,1.5100223820547056,0.2615308597222577,Iris-setosa
+1,5.1089477161730255,3.0545100397412415,1.5100223820547058,0.2615308942731656,Iris-setosa
+2,5.108947716173053,3.055840461112776,1.510022382054805,0.26153202428741984,Iris-setosa
+3,5.108947719050795,3.054054314521967,4.899491306627313,1.665525570678746,Iris-versicolor
+4,6.202791168354556,3.0541166909399964,4.9851541133793145,1.7032293576629853,Iris-virginica
+5,6.24648337439095,3.054122246820116,5.057365423209941,1.702303815139777,Iris-virginica
+6,6.206932213581884,3.054140992365728,4.995023325738556,1.7041341366704552,Iris-virginica
+7,5.1089477161730255,3.0548393311441484,1.5100223820547056,0.26153085148736893,Iris-setosa
+8,5.108947716177466,3.1661254689910368,1.5100223820946186,0.26157101382187753,Iris-setosa
+9,6.188840485243233,3.054168308212429,4.951855541211487,1.7027941460207157,Iris-versicolor
+10,5.1089477161730255,3.0544349505499873,1.5100223820547056,0.2615308389966928,Iris-setosa
+11,5.1089477161730255,3.056711089590898,1.5100223820547056,0.2615308868285908,Iris-setosa
+12,6.227692728764257,3.0541190642891674,5.032492276570137,1.7011197172533161,Iris-virginica
+13,5.1089477161730255,3.0665520003673006,1.5100223820547058,0.26153102328708316,Iris-setosa
+14,5.1089477161730255,3.0555144229385727,1.5100223820547056,0.2615308646224716,Iris-setosa
+15,5.1089477161730255,3.056250228470883,1.5100223820547056,0.26153089426170295,Iris-setosa
+16,6.198273550513198,3.0541649398498967,4.978743105648598,1.7054255594862406,Iris-virginica
+17,6.18037582290534,3.0541075576100853,4.9109741639235365,1.6865621974450418,Iris-versicolor
+18,5.108951393119247,3.060721265487055,4.899502141203499,1.6693190189154112,Iris-versicolor
+19,6.17936649209821,3.0540049596500176,4.899491311102415,1.66550262534749,Iris-versicolor
+20,5.108947716408847,3.0827991404912627,1.5100223828767114,0.2616207526437205,Iris-setosa
+21,6.1807416383161735,3.0544588110989337,4.907479758237898,1.6866564521914549,Iris-versicolor
+22,5.1089477161730255,3.055279579107992,1.5100223820547056,0.26153089481272734,Iris-setosa
+23,6.180520664358287,3.0540253846194814,4.9183215152170146,1.69446154226028,Iris-versicolor
diff --git a/iris/lct_gan/3/24/test.csv b/iris/lct_gan/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/24/train.csv b/iris/lct_gan/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/24/val.csv b/iris/lct_gan/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/synth.csv b/iris/lct_gan/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41701256d92f1d69e8db58ef8e2fd637876f9d20
--- /dev/null
+++ b/iris/lct_gan/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183216653887985,3.054133397469781,4.929694125148005,1.6963360922980848,Iris-versicolor
+1,6.180690047453927,3.0541686946415036,4.911289265234905,1.686684249984367,Iris-versicolor
+2,5.1089477161730255,3.055084347653456,1.5100223820547056,0.2615308566445621,Iris-setosa
+3,5.1089477161730255,3.056984919240085,1.5100223820547056,0.261530891924474,Iris-setosa
+4,5.108948290939926,3.0561456383553622,4.899492856159101,1.666892325020102,Iris-versicolor
+5,5.1089477161730255,3.0575137071556218,1.5100223820547056,0.2615309019644107,Iris-setosa
+6,5.1089477161730255,3.054416294190958,1.5100223820547056,0.26153087836593214,Iris-setosa
+7,6.225291537164995,3.054124112015809,5.027608116741827,1.701939383464577,Iris-virginica
+8,5.1089477161730255,3.059343116024574,1.5100223820547058,0.261530955886886,Iris-setosa
+9,6.190015936602189,3.0541350385481816,4.954425537989314,1.7020299285759501,Iris-versicolor
+10,5.1089477161730255,3.05409489487618,1.5100223820547056,0.2615308638645831,Iris-setosa
+11,6.179372818621814,3.0540077953825997,4.8996080279692995,1.6686388624694968,Iris-versicolor
+12,5.1089477161730255,3.054696495014675,1.5100223820547056,0.26153084499223284,Iris-setosa
+13,5.1089477161730255,3.073675750978941,1.5100223820547058,0.2615310491365242,Iris-setosa
+14,6.1793863099222515,3.0540445698564556,4.899653602905255,1.6696178745530827,Iris-versicolor
+15,5.1089477161730255,3.061484995437776,1.5100223820547058,0.2615309659278596,Iris-setosa
+16,5.1089477161730255,3.062172398678381,1.510022382054706,0.26153102783811766,Iris-setosa
+17,6.221142973564454,3.0541055733815594,5.027861492874516,1.7065375462437171,Iris-virginica
+18,5.1089477161730255,3.0541541368656557,1.5100223820547063,0.26153093698021895,Iris-setosa
+19,5.1089477161730255,3.054453168962773,1.5100223820547056,0.26153084445947644,Iris-setosa
+20,5.1089477161730485,3.0543160493524035,1.5100223820547685,0.2615315377099905,Iris-setosa
+21,5.1089477161730255,3.0544594812749137,1.5100223820547058,0.26153090983698524,Iris-setosa
+22,5.1089477161730255,3.0557318079830567,1.5100223820547056,0.26153087003536224,Iris-setosa
+23,5.1089477161730255,3.054192211537228,1.5100223820547067,0.26153095868048093,Iris-setosa
+24,5.108947716175454,3.0585513530870347,1.5100223820642489,0.26153903802291756,Iris-setosa
+25,6.204930736740602,3.0541334860274922,4.990957619970726,1.7041828708996487,Iris-virginica
+26,5.1089477161730255,3.06095641238348,1.5100223820547056,0.2615309537071724,Iris-setosa
+27,5.108947716785546,3.054272926212121,4.899491295698909,1.665495272477471,Iris-versicolor
+28,5.108947716182062,3.1094735261981605,1.510022382114886,0.26157117679479003,Iris-setosa
+29,6.182908875016302,3.0542861248704782,4.9294450670028676,1.6984431584755229,Iris-versicolor
+30,5.1089477161730255,3.0541003194982013,1.5100223820547056,0.26153085499910894,Iris-setosa
+31,6.184392282330287,3.0541524915612372,4.935051300032654,1.6984650312928566,Iris-versicolor
+0,5.1089477161730255,3.0595283938992797,1.5100223820547072,0.2615311481200998,Iris-setosa
+1,5.108947716173026,3.0541738542947283,1.5100223820547096,0.2615310239890882,Iris-setosa
+2,5.1089477161730255,3.0696559612949037,1.510022382054707,0.26153118195562575,Iris-setosa
+3,6.212617676564491,3.0541466826357277,5.008572051313515,1.7040745834880577,Iris-virginica
+4,5.108947716173035,3.0544993008767576,1.5100223820547367,0.2615313882017647,Iris-setosa
+5,5.1089477161730255,3.0549362185876925,1.510022382054706,0.2615309677392628,Iris-setosa
+6,5.108947716268669,3.056460350097686,1.5100223823280996,0.26156521929490273,Iris-setosa
+7,5.108947716173026,3.05420710467777,1.5100223820547087,0.2615310224554562,Iris-setosa
+8,6.179477297141935,3.055474663658101,4.899768145923216,1.6734159360200136,Iris-versicolor
+9,5.1089477161730255,3.0590288117911038,1.5100223820547056,0.2615309289883799,Iris-setosa
+10,6.179367579464942,3.0540057830631615,4.899506546405364,1.6668345325481133,Iris-versicolor
+11,6.183381542883708,3.0540518979378675,4.933521225364749,1.697324865012213,Iris-versicolor
+12,5.1089477161730255,3.0602208172464818,1.5100223820547058,0.26153098150951143,Iris-setosa
+13,5.1089477161730255,3.055596512326974,1.5100223820547058,0.2615309327114336,Iris-setosa
+14,5.108947716208469,3.054066246632746,4.899491293794476,1.66544413376793,Iris-versicolor
+15,6.196348752154788,3.0541347949987547,4.971338766924911,1.703581616384505,Iris-virginica
+16,5.1089477161730255,3.0595621420719943,1.5100223820547056,0.26153092393535654,Iris-setosa
+17,5.1089477161730255,3.057476057764817,1.5100223820547056,0.2615309151110473,Iris-setosa
+18,5.1089477161730255,3.0551288376589287,1.5100223820547056,0.26153086513563834,Iris-setosa
+19,6.218156416932199,3.0541479820732955,5.019654777637048,1.7039498653622527,Iris-virginica
+20,5.108947716389293,3.0540094622989797,4.899491294834292,1.665450841910562,Iris-versicolor
+21,6.187275150040675,3.054233296604991,4.950442940193334,1.7049631014392044,Iris-versicolor
+22,6.1793670679594745,3.054130101691619,4.899492836087771,1.6661730181805947,Iris-versicolor
+23,5.1089477161730255,3.0544462552480605,1.5100223820547056,0.2615308410878269,Iris-setosa
+24,6.2444076564029185,3.0541220419462975,5.053034541103034,1.7015953629387268,Iris-virginica
+25,6.179403963942217,3.0540647123367575,4.899760321036424,1.6704730274039368,Iris-versicolor
+26,5.108947721425413,3.0540154155332475,4.899491322883946,1.6655300861441618,Iris-versicolor
+27,5.1089477161730255,3.0558231410809276,1.5100223820547056,0.2615308737381682,Iris-setosa
+28,5.1089477161730255,3.0542408263120993,1.5100223820547056,0.261530858806512,Iris-setosa
+29,6.223865062495113,3.054125805265405,5.0258755812991565,1.7023631399365518,Iris-virginica
+30,5.108947716173026,3.055950503193659,1.5100223820547114,0.26153121122256995,Iris-setosa
+31,6.179766805960172,3.054011658796069,4.90936707211633,1.6857739701460464,Iris-versicolor
+0,6.184833691849944,3.0540784501268123,4.937702250478622,1.699083613751446,Iris-versicolor
+1,5.1089477161730255,3.0541117691134665,1.5100223820547065,0.2615309358225316,Iris-setosa
+2,5.1089477161730255,3.0629844960058508,1.510022382054706,0.26153103099015557,Iris-setosa
+3,5.1089477161730255,3.0544053140912943,1.5100223820547056,0.26153085285084077,Iris-setosa
+4,6.179558855732866,3.054052867827805,4.901767804473246,1.6766188412757537,Iris-versicolor
+5,5.108947716174649,3.09314862090814,1.5100223820659484,0.26154889818384,Iris-setosa
+6,5.1089477161730255,3.0568570771724817,1.5100223820547056,0.2615308874264972,Iris-setosa
+7,5.1089477161730255,3.057091688974565,1.5100223820547056,0.2615308903301215,Iris-setosa
+8,5.1089477162103565,3.05400359207774,4.899491293861323,1.6654391304835054,Iris-versicolor
+9,5.108947716173044,3.0555220880291776,1.5100223820547765,0.26153191184419383,Iris-setosa
+10,5.1089477161730255,3.0549943321675443,1.5100223820547056,0.2615308631039713,Iris-setosa
+11,6.180739025726799,3.0540864725989088,4.9165049838166395,1.6895922270194799,Iris-versicolor
+12,5.108947716173026,3.193749258159117,1.510022382054743,0.2615327577001648,Iris-setosa
+13,6.20290083732522,3.054155579019364,4.987912422565743,1.7045484249270506,Iris-virginica
+14,5.1089477161730255,3.058105070722027,1.5100223820547058,0.26153095345435484,Iris-setosa
+15,5.1089477161730255,3.1557881498457814,1.5100223820547145,0.2615318192814404,Iris-setosa
+16,6.179445501198737,3.0545757101954583,4.89975379424757,1.6719417467941455,Iris-versicolor
+17,5.1089477161730255,3.0560120984084116,1.5100223820547056,0.261530914155712,Iris-setosa
+18,6.179408787292864,3.0540430103490013,4.899881756472975,1.6710373992723697,Iris-versicolor
+19,6.192604453099281,3.054162499739707,4.963481730511366,1.7037900672048287,Iris-versicolor
+20,5.108947716173319,3.0540116831389055,4.899491293666005,1.6654294706514579,Iris-versicolor
+21,5.1089477161730255,3.055347526530505,1.5100223820547056,0.2615308642125376,Iris-setosa
+22,5.1089477161730255,3.0558557287086754,1.5100223820547056,0.26153088706798583,Iris-setosa
+23,6.196095845067488,3.0541532168641092,4.971771928925976,1.7038479303336194,Iris-virginica
+24,5.1089477161730255,3.0553403495449487,1.5100223820547056,0.26153086750009974,Iris-setosa
+25,5.1089477161730255,3.0570603858549714,1.5100223820547056,0.2615308909183655,Iris-setosa
+26,5.1089477161731685,3.054481921076944,1.5100223820550884,0.261532526894492,Iris-setosa
+27,6.195156180879977,3.0541696185923644,4.970684533966671,1.7048416720663635,Iris-virginica
+28,5.1089477161730255,3.065931232974417,1.5100223820547058,0.2615310166348876,Iris-setosa
+29,5.1089477161730255,3.083578553395055,1.510022382054706,0.26153112852136357,Iris-setosa
+30,5.1089477161730255,3.0871244897718717,1.5100223820547076,0.2615312984993542,Iris-setosa
+31,5.1089477161730255,3.0550446441161707,1.5100223820547056,0.26153085370190365,Iris-setosa
+0,5.1089477161730255,3.0569975544294103,1.5100223820547056,0.2615309130799728,Iris-setosa
+1,6.1793678413475615,3.054019980355609,4.899502147102722,1.6669154031833417,Iris-versicolor
+2,5.108947716173026,3.0540422161438032,1.5100223820547074,0.26153094000070926,Iris-setosa
+3,5.108947716173119,3.054309552956943,1.5100223820549215,0.26153190409486043,Iris-setosa
+4,6.252973978175994,3.0541240352305756,5.064840125432443,1.7022998999576766,Iris-virginica
+5,5.1089477161730255,3.0564712644928353,1.5100223820547056,0.2615309003506309,Iris-setosa
+6,5.108947716198212,3.054005076625261,4.8994912938064905,1.6654367985987524,Iris-versicolor
+7,5.108947716220857,3.058743774139154,1.5100223821937484,0.2615601340826552,Iris-setosa
+8,5.108948525079286,3.055556459137031,4.899493836680155,1.667153177698018,Iris-versicolor
+9,6.201654595853213,3.0541323533918505,4.983937929204039,1.704496711896809,Iris-virginica
+10,5.1089477161730255,3.062521147371298,1.510022382054706,0.26153102216902535,Iris-setosa
+11,6.1936137459004215,3.054135940765237,4.967797404297164,1.7029062246336402,Iris-virginica
+12,6.181567188235598,3.0543048897727605,4.91689355110557,1.6912442381067032,Iris-versicolor
+13,5.1089477161730255,3.054340551828414,1.5100223820547056,0.2615308482109704,Iris-setosa
+14,6.198629168729485,3.0541656358850804,4.981738156866503,1.7044460624910382,Iris-virginica
+15,5.1089477161730255,3.095359254812623,1.5100223820547085,0.2615313962834937,Iris-setosa
+16,5.108947716173185,3.054226530901519,1.5100223820550542,0.2615320624147819,Iris-setosa
+17,6.179474964208296,3.054283146257463,4.8999592094952975,1.6728756050010025,Iris-versicolor
+18,6.215316147875444,3.0541224673528395,5.009360345122058,1.7028866258845765,Iris-virginica
+19,5.1089477161730255,3.0630371175737916,1.5100223820547056,0.26153095505462093,Iris-setosa
+20,6.2060903621470445,3.0541448310110857,4.9936356602386685,1.7041426130397024,Iris-virginica
+21,5.1089477161730255,3.05459986596193,1.5100223820547056,0.261530843208404,Iris-setosa
+22,5.1089477161730255,3.054376807035843,1.5100223820547056,0.261530846259528,Iris-setosa
+23,5.108947716191218,3.0540042477130274,4.899491293754766,1.6654359212887428,Iris-versicolor
diff --git a/iris/lct_gan/3/25/test.csv b/iris/lct_gan/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/25/train.csv b/iris/lct_gan/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/25/val.csv b/iris/lct_gan/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/synth.csv b/iris/lct_gan/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e12b0813bb055c941f1024419d152b351b232389
--- /dev/null
+++ b/iris/lct_gan/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0553102862584645,1.5100223820547056,0.26153086110373547,Iris-setosa
+1,6.191145866386547,3.054186006787301,4.960939820976247,1.7054782937264799,Iris-versicolor
+2,6.215210650821071,3.054149391991041,5.013910584748647,1.7042367144414832,Iris-virginica
+3,6.183533940183212,3.054167050946997,4.9302844731521125,1.6958223714667486,Iris-versicolor
+4,5.108947718190611,3.0540328892094544,4.89949130155226,1.6655041893811728,Iris-versicolor
+5,6.183214397818279,3.054234774377992,4.93295333339728,1.6989501876081194,Iris-versicolor
+6,6.220387881813956,3.0541244928730804,5.019343557355404,1.7023600860945136,Iris-virginica
+7,5.1089477161730255,3.0549049291523467,1.5100223820547056,0.2615308603028333,Iris-setosa
+8,5.1089477161730255,3.100476780375555,1.5100223820547067,0.26153125418231543,Iris-setosa
+9,6.1985029835995675,3.054142915216377,4.976435292947657,1.7034454691896186,Iris-virginica
+10,5.1089477161730255,3.05499526330012,1.5100223820547056,0.2615308995114666,Iris-setosa
+11,5.1089477161730255,3.1901516983595015,1.5100223820547158,0.26153192579596557,Iris-setosa
+12,5.1089477161730255,3.0656830957019383,1.5100223820547058,0.26153098229644983,Iris-setosa
+13,6.179753221915927,3.0541656265777797,4.902203643915813,1.6778027425874464,Iris-versicolor
+14,5.1089477161730255,3.0554511856140696,1.5100223820547056,0.2615308673045217,Iris-setosa
+15,5.1089477161730255,3.055565022558264,1.5100223820547056,0.2615308648510078,Iris-setosa
+16,5.1089477161730255,3.055325340742326,1.5100223820547056,0.26153087106313705,Iris-setosa
+17,6.220212611132821,3.0541477512522315,5.023213087037084,1.7034732245680582,Iris-virginica
+18,6.217732102927148,3.054113700063983,5.01295353610727,1.7021373481221755,Iris-virginica
+19,5.1089477161731365,3.054387170036297,1.5100223820550074,0.2615321315990928,Iris-setosa
+20,5.1089477161730255,3.056347821910938,1.5100223820547056,0.2615308811913742,Iris-setosa
+21,5.1089477161730255,3.0563065846310717,1.5100223820547056,0.2615309190006976,Iris-setosa
+22,6.213006955954313,3.054124346459174,5.006072346120157,1.7031262187158565,Iris-virginica
+23,5.1089477161730255,3.113201997562931,1.5100223820547092,0.2615314890890832,Iris-setosa
+24,5.108947716370356,3.054023545169796,4.8994912943842035,1.6654558825593586,Iris-versicolor
+25,6.179366536644132,3.054004374348526,4.899491671106336,1.6657152468818188,Iris-versicolor
+26,5.108947716173488,3.054033202620237,4.899491293666412,1.665430222836662,Iris-versicolor
+27,6.268245472974336,3.0541237427046215,5.079940837664274,1.7022692538697866,Iris-virginica
+28,6.181595857610895,3.0542145801509837,4.920372512403437,1.6925516952245152,Iris-versicolor
+29,5.108947716173032,3.0614204476452955,1.5100223820547525,0.261532092146615,Iris-setosa
+30,5.1089477161730255,3.054375000589343,1.5100223820547056,0.261530865573836,Iris-setosa
+31,6.218613188780649,3.054117395339173,5.01497007694118,1.7022120922111221,Iris-virginica
+0,6.209883573853494,3.054133256338397,5.0002555385011975,1.703855382230217,Iris-virginica
+1,5.1089477161730255,3.055025601680235,1.510022382054706,0.26153096670494197,Iris-setosa
+2,5.1089477161730255,3.056184436015559,1.5100223820547056,0.2615309090826574,Iris-setosa
+3,5.108949533654585,3.0551677235624006,4.899496967961701,1.6675766417548297,Iris-versicolor
+4,5.1089477161730255,3.0549372073752243,1.5100223820547056,0.2615308577302885,Iris-setosa
+5,5.1089477161730255,3.099257774691598,1.5100223820547065,0.26153122264616646,Iris-setosa
+6,6.179639798769626,3.054348269039904,4.900797260850543,1.675889220990148,Iris-versicolor
+7,6.193507854243004,3.054163273717248,4.965724538895725,1.703983969860998,Iris-versicolor
+8,5.108947741380714,3.070922167974713,1.5100224445432895,0.2619956454786405,Iris-setosa
+9,5.108947716173332,3.140385791472967,1.5100223820586487,0.26154321060100233,Iris-setosa
+10,5.1089477161730255,3.055385710713793,1.5100223820547074,0.26153107350620564,Iris-setosa
+11,6.1794133316005295,3.055023089212069,4.899599940096821,1.6706965345464249,Iris-versicolor
+12,6.179724774308761,3.0540417361826426,4.906064368975429,1.6832598914254155,Iris-versicolor
+13,6.192283275502119,3.0540866235532684,4.963714739250202,1.7023918545346057,Iris-virginica
+14,5.1089477161730255,3.0565029376908397,1.5100223820547065,0.26153104699901514,Iris-setosa
+15,5.108947716173029,3.0540198413812547,1.5100223820547143,0.26153100442104826,Iris-setosa
+16,6.208302342283391,3.0540698530295005,5.004813319754126,1.7069087511839505,Iris-virginica
+17,5.1089477161734,3.0540057566399383,4.8994912936662685,1.6654295870495062,Iris-versicolor
+18,6.18813805278107,3.054181568676296,4.95081708552891,1.7034885133541597,Iris-versicolor
+19,5.108947983893111,3.055414463230442,4.899492194228671,1.6665280973625944,Iris-versicolor
+20,5.108947716183288,3.058652347263937,1.510022382091961,0.26154710837395845,Iris-setosa
+21,6.185651539776763,3.0541119102071184,4.938770281718224,1.6986442291775876,Iris-versicolor
+22,6.207478776446901,3.0541422327270897,4.996758224974557,1.7040996602294103,Iris-virginica
+23,5.1089477161730255,3.054679461547077,1.5100223820547056,0.2615308525785219,Iris-setosa
+24,5.1089477161730255,3.055437080877385,1.5100223820547056,0.2615308659129827,Iris-setosa
+25,5.1089477161730255,3.0550197047755767,1.5100223820547056,0.2615308707059759,Iris-setosa
+26,5.1089477161730255,3.054173754857537,1.5100223820547063,0.261530930673511,Iris-setosa
+27,5.1089477161730255,3.056372827459144,1.5100223820547072,0.26153107914227713,Iris-setosa
+28,5.1089477161730255,3.0549718249001594,1.5100223820547056,0.26153085159012307,Iris-setosa
+29,5.108947777009039,3.054076479670577,4.89949152026258,1.6657922382750951,Iris-versicolor
+30,5.108947747530624,3.066387540660937,1.5100224447732642,0.26194417283922955,Iris-setosa
+31,5.108947719009142,3.054461485011039,4.89949130134574,1.6655762191987578,Iris-versicolor
+0,5.1089477161730255,3.055068171765601,1.5100223820547056,0.26153085372584034,Iris-setosa
+1,5.108947716173026,3.054595220964717,1.5100223820547074,0.26153102461584504,Iris-setosa
+2,6.180270951742989,3.054091074694495,4.911606055751759,1.686738989124107,Iris-versicolor
+3,5.108947716173448,3.0541675847961725,1.5100223820557543,0.26153253410428084,Iris-setosa
+4,5.1089477161730255,3.055159486852587,1.5100223820547056,0.26153085655300295,Iris-setosa
+5,5.1089477161730255,3.0580473795427103,1.5100223820547056,0.26153090783988864,Iris-setosa
+6,5.108947716173038,3.054018157223571,1.5100223820547327,0.26153110364110194,Iris-versicolor
+7,5.108947716173026,3.0542430293753946,1.5100223820547078,0.2615310070886902,Iris-setosa
+8,5.108947716173027,3.061071789912379,1.5100223820547216,0.2615316110010023,Iris-setosa
+9,5.1089477161730255,3.0561976300454203,1.5100223820547056,0.26153087774393813,Iris-setosa
+10,5.1089477161730255,3.0573215112898766,1.5100223820547056,0.261530900061813,Iris-setosa
+11,5.1089477161730255,3.0546602163629095,1.5100223820547056,0.26153085895429656,Iris-setosa
+12,5.1089477161730255,3.055637198212145,1.5100223820547056,0.261530865829673,Iris-setosa
+13,6.179392682016864,3.0540266546415764,4.899815475310315,1.670786232184006,Iris-versicolor
+14,5.1089477161730255,3.1116873541670995,1.5100223820547076,0.2615313620008084,Iris-setosa
+15,5.1089477161730255,3.0550338205804026,1.5100223820547058,0.2615309415534496,Iris-setosa
+16,5.1089477161730255,3.0558662186909,1.5100223820547056,0.2615308705956787,Iris-setosa
+17,5.1089477161730255,3.0590597224947644,1.5100223820547056,0.2615309313593247,Iris-setosa
+18,6.179594834654619,3.0543226036040596,4.9006063287468775,1.6751338477786146,Iris-versicolor
+19,5.1089477161730255,3.0621862028647087,1.5100223820547058,0.2615309827298334,Iris-setosa
+20,6.200508294922736,3.0541309661763725,4.981432151938396,1.7035290159129874,Iris-virginica
+21,6.181407489385404,3.054039833874087,4.921926038965355,1.6946635428180934,Iris-versicolor
+22,5.1089477161730565,3.054279449900613,1.5100223820547807,0.26153154447931987,Iris-setosa
+23,5.1089477161730255,3.0554779083341503,1.5100223820547056,0.2615308927437837,Iris-setosa
+24,5.1089477161730255,3.0540967020144385,1.5100223820547058,0.2615308814492223,Iris-setosa
+25,6.244838819489796,3.0541266747937095,5.05639704336879,1.7030649232774244,Iris-virginica
+26,5.1089477161730255,3.0648067427809287,1.5100223820547058,0.26153097464628133,Iris-setosa
+27,6.189309646651249,3.0541658304454034,4.9534316129213,1.7026345958248246,Iris-versicolor
+28,6.210525733837831,3.0541119276142865,4.9997631065710735,1.7029230599166716,Iris-virginica
+29,5.108947716173029,3.0540286773884926,1.5100223820547132,0.2615310019862838,Iris-setosa
+30,5.1089477161730255,3.054792930777418,1.5100223820547056,0.2615308538341976,Iris-setosa
+31,6.18623175614635,3.0542003888438223,4.9436308942878435,1.7006818791763874,Iris-versicolor
+0,5.1089477161730255,3.055787762470321,1.5100223820547063,0.26153100235347765,Iris-setosa
+1,6.242687371181687,3.054092823253356,5.064781881064511,1.7124287468512591,Iris-virginica
+2,5.108947716173594,3.054303171292833,1.5100223820558856,0.2615328709616865,Iris-setosa
+3,6.189678247726024,3.0541603140081155,4.953852574497001,1.7019480099158049,Iris-versicolor
+4,5.1089477161730255,3.056508989549482,1.5100223820547056,0.2615308813929571,Iris-setosa
+5,6.179385916521567,3.0540211546084066,4.8997481068828455,1.6697937983667823,Iris-versicolor
+6,6.272512133039549,3.054120827771153,5.089840879391553,1.7043602482247031,Iris-virginica
+7,5.1089477161730255,3.0904351343602277,1.5100223820547078,0.26153132181430755,Iris-setosa
+8,5.10894771617617,3.054007782183369,4.899491293678826,1.665432454142966,Iris-versicolor
+9,6.18661822939261,3.054175638781029,4.9450886199956035,1.7018964045530711,Iris-versicolor
+10,6.207890318141376,3.0541582845888704,4.999270161860386,1.704859404578626,Iris-virginica
+11,6.179557466212493,3.0540134281792293,4.905208873945159,1.6835858858003456,Iris-versicolor
+12,5.1089477161730255,3.0546872822456925,1.5100223820547056,0.26153088773804684,Iris-setosa
+13,5.1089477161730255,3.055762527912202,1.5100223820547058,0.26153091904617237,Iris-setosa
+14,5.108947716179328,3.0540158006008147,4.899491293694115,1.665434809443777,Iris-versicolor
+15,6.189319755739858,3.054148772024177,4.952395996292087,1.7021860073103787,Iris-versicolor
+16,5.1089477161730255,3.055023365714373,1.5100223820547056,0.26153085789785363,Iris-setosa
+17,6.195328679579297,3.0540865669925488,4.972088070650348,1.7050023739783222,Iris-virginica
+18,6.184454024460443,3.0540504509449913,4.935270823268007,1.698283295065064,Iris-virginica
+19,6.216047097727985,3.0541241510687405,5.011817276912296,1.7028157643512127,Iris-virginica
+20,5.1089477161730255,3.0541294028516672,1.5100223820547058,0.26153087795759333,Iris-setosa
+21,5.108947728185112,3.0540598353676454,4.899491345618847,1.6655932031236147,Iris-versicolor
+22,6.24542630115679,3.0541299217840066,5.062202832459051,1.7036184908745864,Iris-virginica
+23,6.183954182317088,3.0540506408139314,4.932938090682352,1.697803577590269,Iris-versicolor
diff --git a/iris/lct_gan/3/26/test.csv b/iris/lct_gan/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/26/train.csv b/iris/lct_gan/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/26/val.csv b/iris/lct_gan/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/synth.csv b/iris/lct_gan/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9479d1d624c7655eb2fc0ad587eacdc10566c60
--- /dev/null
+++ b/iris/lct_gan/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.218558892517137,3.0541118693556135,5.024360902555006,1.7060325693190717,Iris-virginica
+1,5.108947716175739,3.054228387054037,1.5100223820600551,0.2615347856906802,Iris-setosa
+2,6.241839100126992,3.054115155059251,5.060028517800477,1.7059668203610006,Iris-virginica
+3,5.1089477161730255,3.0548633220959283,1.5100223820547056,0.26153085377402413,Iris-setosa
+4,6.189343197670576,3.054057782831077,4.956750309969387,1.702011628362283,Iris-virginica
+5,6.195536551722609,3.054161437889863,4.971987353043529,1.7054905090946328,Iris-virginica
+6,6.185242291799634,3.0540831805939765,4.940381616471924,1.6991694965334678,Iris-versicolor
+7,6.211040329673129,3.05412206859788,5.001495779589018,1.703237592596003,Iris-virginica
+8,6.180081585114276,3.0540737042271373,4.909992203214224,1.6860645027591028,Iris-versicolor
+9,6.216574504915855,3.0540773781206902,5.022928906550043,1.7101713050546516,Iris-virginica
+10,5.1089477161730255,3.054603892904048,1.5100223820547056,0.26153084494369017,Iris-setosa
+11,6.239996914635056,3.054123220829163,5.05670579980236,1.7048310814987822,Iris-virginica
+12,5.108947716173027,3.0877954783546193,1.5100223820547307,0.26153213429718036,Iris-setosa
+13,6.223451116929083,3.0541277716465522,5.024876609719985,1.7022644447211066,Iris-virginica
+14,5.1089477161730255,3.0577479186934537,1.5100223820547056,0.2615309010610108,Iris-setosa
+15,6.179447704620571,3.0540789894974814,4.900124542729468,1.6723278180070789,Iris-versicolor
+16,5.108947716192836,3.0540062058461293,4.899491293762248,1.6654374334410056,Iris-versicolor
+17,5.1089477161730255,3.0547105773132177,1.5100223820547056,0.26153084682415434,Iris-setosa
+18,6.2160048459206685,3.0541261403156623,5.0117451874691445,1.7028887694467765,Iris-virginica
+19,5.1089477161730255,3.057122678765129,1.5100223820547056,0.2615309045844357,Iris-setosa
+20,6.183682563306772,3.054229276681081,4.9335189428658985,1.6983438172550311,Iris-versicolor
+21,5.1089477161730255,3.0540633431950517,1.5100223820547058,0.2615308867069221,Iris-setosa
+22,5.1089477161730255,3.0545549156726914,1.5100223820547058,0.26153091136684575,Iris-setosa
+23,5.1089477161730485,3.1934725336877783,1.510022382055276,0.26153673524732757,Iris-setosa
+24,5.108947716173067,3.0540499178598948,1.510022382054794,0.2615313677342559,Iris-setosa
+25,5.10894771617303,3.054258371002069,1.51002238205472,0.26153120350441145,Iris-setosa
+26,6.222477284022071,3.0541116815367952,5.020735931681687,1.7014486578027768,Iris-virginica
+27,5.1089477161730255,3.055654891542227,1.5100223820547056,0.2615308665241065,Iris-setosa
+28,6.197667680065433,3.0541308814170467,4.973974002522627,1.7025695907513527,Iris-virginica
+29,5.1089477161730255,3.0549721801875083,1.5100223820547056,0.26153088312071443,Iris-setosa
+30,5.1089477161730255,3.057150456178494,1.5100223820547056,0.2615308928867484,Iris-setosa
+31,6.180498879969512,3.0544001709270856,4.906054215763932,1.683922694234502,Iris-versicolor
+0,6.198076334046459,3.054163852065384,4.979982021011058,1.7039983548925648,Iris-virginica
+1,5.1089477161730255,3.060275844424711,1.5100223820547056,0.26153093821786033,Iris-setosa
+2,5.1089477161730255,3.05712826958536,1.5100223820547056,0.2615308927003599,Iris-setosa
+3,6.1793769392954845,3.0545371992001313,4.89951715776701,1.6682505565440302,Iris-versicolor
+4,5.1089477161730255,3.054496103190001,1.5100223820547056,0.26153085458705844,Iris-setosa
+5,6.218883404022005,3.0541377060583734,5.018598687305817,1.7031506461895105,Iris-virginica
+6,5.1089477161730255,3.058345310573545,1.5100223820547056,0.2615309070515829,Iris-setosa
+7,6.181636896676168,3.0542114262840063,4.920805747882205,1.6929801123945152,Iris-versicolor
+8,6.179366488758774,3.0540012280072757,4.899491294421149,1.6654501212723567,Iris-versicolor
+9,5.1089477161730255,3.055419510303057,1.5100223820547058,0.2615309527581495,Iris-setosa
+10,5.1089477161730255,3.0547856605679233,1.5100223820547056,0.26153089852965655,Iris-setosa
+11,6.201096091714423,3.054060302348894,4.998448943787599,1.7117505720584514,Iris-virginica
+12,5.10894776413151,3.0570420016716082,1.5100224598685557,0.26184501679511324,Iris-setosa
+13,5.1089477161730255,3.054832688347359,1.510022382054706,0.2615309438389711,Iris-setosa
+14,5.108947716173921,3.0686187532594245,1.5100223820599068,0.26154006753999537,Iris-setosa
+15,5.108947716173038,3.206297114614165,1.5100223820550136,0.2615354285306698,Iris-setosa
+16,5.1089477161730255,3.058372455291683,1.5100223820547058,0.2615309363466027,Iris-setosa
+17,6.179663629377372,3.0545853559300205,4.900631598236936,1.676377440119741,Iris-versicolor
+18,6.200029730667957,3.0541451166194515,4.980865410600485,1.7039550138267145,Iris-virginica
+19,6.179371205331303,3.054022877751418,4.899530900634819,1.6679322122717914,Iris-versicolor
+20,5.108947716173029,3.0568377191938882,1.510022382054721,0.26153148118004677,Iris-setosa
+21,6.185988620713254,3.0540677896952055,4.943834533832563,1.700270922087229,Iris-virginica
+22,6.179405072191907,3.054035882808482,4.899898617993541,1.6715750728615304,Iris-versicolor
+23,5.108947716413071,3.054014308766243,4.899491294804728,1.6654568704227615,Iris-versicolor
+24,6.275579824519808,3.05412174482958,5.095226013323768,1.7028633207631245,Iris-virginica
+25,5.108947716173837,3.054032324617886,4.89949129366755,1.6654308164136589,Iris-versicolor
+26,5.1089477161730255,3.054513096812289,1.5100223820547056,0.2615308459010793,Iris-setosa
+27,5.108947716173027,3.0552742007960814,1.5100223820547147,0.2615312922069006,Iris-setosa
+28,5.1089477161730255,3.0587788585384303,1.5100223820547056,0.26153092342305584,Iris-setosa
+29,5.1089477161730255,3.0547757627312793,1.5100223820547056,0.2615308484132939,Iris-setosa
+30,5.1089477161730255,3.060874948445704,1.5100223820547058,0.2615309522837236,Iris-setosa
+31,5.1089477161730255,3.0609331370876807,1.5100223820547058,0.2615309996368629,Iris-setosa
+0,5.1089477161730255,3.0543381412877713,1.5100223820547056,0.2615308430443512,Iris-setosa
+1,5.1089477161730255,3.0766603595061026,1.510022382054706,0.2615310765766829,Iris-setosa
+2,6.193467147383298,3.0541442313316223,4.966205858495828,1.7034032602639257,Iris-virginica
+3,5.108947716178215,3.054079438889189,4.899491293685461,1.665436008430061,Iris-versicolor
+4,5.1089477161730255,3.0686670200167034,1.510022382054706,0.26153107044017215,Iris-setosa
+5,5.108947716173026,3.058492612245407,1.5100223820547105,0.26153132680420627,Iris-setosa
+6,6.180812183893857,3.0541622241555566,4.913726513599267,1.6882471009558853,Iris-versicolor
+7,5.108947716173031,3.0645996807909692,1.51002238205474,0.26153206985865596,Iris-setosa
+8,6.225258019610236,3.054142194869014,5.030757664991525,1.7036863833948575,Iris-virginica
+9,6.182594646197497,3.054165105079644,4.926346234001604,1.695167436542358,Iris-versicolor
+10,6.180561964778359,3.054156271897612,4.91033579745902,1.6867387591071585,Iris-versicolor
+11,5.10894771617311,3.0540265219527947,4.8994912936648225,1.6654289367372377,Iris-versicolor
+12,6.219559522177929,3.054113558127643,5.016107599327298,1.7018686654878903,Iris-virginica
+13,6.187022020553425,3.054040254089293,4.95041270490034,1.7036744388267997,Iris-virginica
+14,6.22084071042067,3.054121596441017,5.018426743228013,1.7024635969839421,Iris-virginica
+15,6.1795499564668654,3.054019311374485,4.903786682132606,1.680289062666986,Iris-versicolor
+16,5.10894771817044,3.069973113864331,1.510022387094945,0.26171959136451595,Iris-setosa
+17,5.108947716173045,3.0540877765014653,1.5100223820547478,0.2615312700303782,Iris-setosa
+18,6.195708562396961,3.0541277569057996,4.967628787039603,1.703055494213866,Iris-virginica
+19,6.185675981461485,3.0541933514426263,4.940869098818924,1.700084592045772,Iris-versicolor
+20,5.1089477161730255,3.097680273910383,1.510022382054707,0.2615312736509512,Iris-setosa
+21,5.1089477161730255,3.056829000315574,1.5100223820547056,0.2615308856933105,Iris-setosa
+22,5.1089477161730255,3.0547810826335873,1.5100223820547056,0.2615308784341614,Iris-setosa
+23,5.108947716173027,3.0542813685881316,1.5100223820547096,0.2615310594448887,Iris-setosa
+24,5.1089477161730255,3.0545289579624413,1.5100223820547063,0.2615309628835666,Iris-setosa
+25,5.10894771617398,3.054011170172201,4.899491293669059,1.6654307324242728,Iris-versicolor
+26,5.108947716173115,3.0611835918277928,1.510022382055136,0.2615339293314104,Iris-setosa
+27,5.108947718702433,3.0548792817525423,4.899491302279773,0.261605905992535,Iris-setosa
+28,6.188486087089364,3.054211705905513,4.954192297873882,1.7054025055889732,Iris-versicolor
+29,5.1089477161730255,3.0578247360241053,1.5100223820547056,0.2615308998410136,Iris-setosa
+30,5.108947716173134,3.054156292600068,1.510022382054962,0.261531835489473,Iris-setosa
+31,5.1089477161730255,3.054271055268541,1.510022382054706,0.26153092949717116,Iris-setosa
+0,6.232402097192719,3.0541291354805806,5.041525406473665,1.7019547962314454,Iris-virginica
+1,5.108947716772481,3.0541253197387297,4.899491295473279,1.6654842451669931,Iris-versicolor
+2,5.108947716173112,3.2914923443199093,1.5100223820568537,0.261543449348983,Iris-setosa
+3,5.1089477161730255,3.054558698461666,1.5100223820547056,0.26153084283212313,Iris-setosa
+4,6.204792918489819,3.0541404397887537,4.991133991470957,1.703869489936385,Iris-virginica
+5,5.1089477161730255,3.068948682086674,1.5100223820547058,0.26153102256367955,Iris-setosa
+6,5.1089477161730255,3.0605140099052353,1.5100223820547056,0.2615309378577195,Iris-setosa
+7,5.108947748711987,3.0545585727376383,4.899491403539456,1.6658186029737154,Iris-versicolor
+8,5.108947716173026,3.0541628792008835,1.5100223820547072,0.26153096533901177,Iris-setosa
+9,6.185006408068964,3.054025609415955,4.945142289985702,1.7103432631151487,Iris-virginica
+10,5.108948416036868,3.062373413035716,1.5100235520228646,0.26257116190380375,Iris-setosa
+11,6.179366492934,3.0540049050670994,4.899491318985224,1.6655084932075457,Iris-versicolor
+12,5.1089477161730255,3.0545667216569647,1.510022382054706,0.2615309325226066,Iris-setosa
+13,5.1089477161730255,3.056352316180185,1.5100223820547056,0.2615308784771807,Iris-setosa
+14,5.108947716173028,3.054849285277386,1.5100223820547167,0.2615312639227407,Iris-setosa
+15,6.1881925226420345,3.0540969816485233,4.951094124608589,1.70177061301484,Iris-virginica
+16,6.179366509879244,3.0540206006777857,4.899491371840104,1.66562707889263,Iris-versicolor
+17,5.1089477161730255,3.0567100455632774,1.5100223820547056,0.2615308881231811,Iris-setosa
+18,5.1089477161730255,3.0638454195348532,1.510022382054706,0.2615310558042161,Iris-setosa
+19,5.108948340400329,3.059423367698976,4.89949312715479,1.6673232368951965,Iris-setosa
+20,6.179366548885223,3.054025591617314,4.899491503750164,1.6657224062103164,Iris-versicolor
+21,6.1965003787234325,3.0541582269464915,4.975410038237884,1.7043907279173538,Iris-virginica
+22,5.108947716183809,3.0540049583969906,4.8994912937149815,1.665435170811134,Iris-versicolor
+23,5.108947716173026,3.054269042426353,1.5100223820547085,0.26153102637417336,Iris-setosa
diff --git a/iris/lct_gan/3/27/test.csv b/iris/lct_gan/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/27/train.csv b/iris/lct_gan/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/27/val.csv b/iris/lct_gan/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/synth.csv b/iris/lct_gan/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a2175dfabb5a401f20d00cabee2f241b91aedd2
--- /dev/null
+++ b/iris/lct_gan/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0639410531088718,1.5100223820547058,0.2615309844823734,Iris-setosa
+1,5.1089477161730255,3.0551163563167734,1.5100223820547056,0.26153087081969134,Iris-setosa
+2,5.108949499870139,3.0543837129525464,4.899497502133439,1.6669350669815248,Iris-versicolor
+3,5.1089477161730255,3.055557145160577,1.5100223820547058,0.26153091734920253,Iris-setosa
+4,6.188085621470112,3.0541079573335073,4.949522902427156,1.7006003585597556,Iris-versicolor
+5,5.1089477161730255,3.0547251657780046,1.5100223820547056,0.26153084637233476,Iris-setosa
+6,5.108960719455209,3.0558754567656794,4.899537463622066,1.670038697085471,Iris-versicolor
+7,6.1879335710169245,3.054231300616565,4.953393798481437,1.705945991592227,Iris-versicolor
+8,6.179484648867692,3.0546245313157074,4.899900321269224,1.6732134452487748,Iris-versicolor
+9,6.196865220611603,3.0541569659329837,4.975605188762906,1.7040408802954776,Iris-virginica
+10,5.1089477161730255,3.0565483088210113,1.5100223820547056,0.26153088241069916,Iris-setosa
+11,6.179441948278933,3.0540068040575705,4.902371507636082,1.6779861966013856,Iris-versicolor
+12,5.1089477161730255,3.0543060440793206,1.5100223820547058,0.26153088716106615,Iris-setosa
+13,5.108947717866102,3.054028642564723,4.899491300194324,1.6654919877199807,Iris-versicolor
+14,5.1089477161730255,3.063724776790328,1.5100223820547058,0.26153100785338684,Iris-setosa
+15,6.181101898608521,3.0541113979659738,4.918753942441052,1.6919811357370378,Iris-versicolor
+16,5.1089477161730255,3.0578920645362584,1.5100223820547056,0.2615309019644107,Iris-setosa
+17,5.1089477161730255,3.056058402884787,1.5100223820547065,0.26153104214801337,Iris-setosa
+18,5.1089477161730255,3.0576729974360948,1.5100223820547056,0.2615309040163141,Iris-setosa
+19,5.1089477161730255,3.054143721014825,1.5100223820547056,0.26153084272806154,Iris-setosa
+20,6.179617715509132,3.054045910299602,4.903653372474561,1.6800556688740316,Iris-versicolor
+21,5.1089477161730255,3.0634647462964955,1.5100223820547058,0.2615309763283132,Iris-setosa
+22,5.1089477161730255,3.05444224581373,1.5100223820547056,0.26153086455817337,Iris-setosa
+23,6.17937849818258,3.0540379259308414,4.899597898611186,1.6689132347606028,Iris-versicolor
+24,5.1089477161730255,3.0609534694652214,1.5100223820547058,0.26153095956415723,Iris-setosa
+25,5.108947716173044,3.054370624522819,1.5100223820547556,0.2615315298405152,Iris-setosa
+26,5.108949163346779,3.056608402793272,4.8994954911473565,1.667705116212378,Iris-versicolor
+27,5.1089477161730255,3.0556167458961956,1.5100223820547056,0.26153086753832205,Iris-setosa
+28,6.1794148868369705,3.054024902597194,4.900222323573212,1.672430434929928,Iris-versicolor
+29,5.1089477161730255,3.05447049120825,1.5100223820547067,0.2615309959602639,Iris-setosa
+30,5.1089477161730255,3.0543109605227086,1.5100223820547058,0.2615309036733446,Iris-setosa
+31,5.1089477161730255,3.0558575346269228,1.5100223820547056,0.2615308799600453,Iris-setosa
+0,6.227744927914767,3.0541274905031752,5.033707116259789,1.7016644887413594,Iris-virginica
+1,5.1089477161730255,3.0557049771976654,1.5100223820547056,0.2615308717337051,Iris-setosa
+2,5.108947716174601,3.0540120389718006,4.899491293671542,1.6654312509138807,Iris-versicolor
+3,6.18223712328948,3.0543305766405524,4.922046540834472,1.6956952357159965,Iris-versicolor
+4,5.1089477161730255,3.055542615507871,1.5100223820547056,0.2615308866349669,Iris-setosa
+5,5.1089477161730255,3.0546128067828953,1.5100223820547056,0.26153084992640185,Iris-setosa
+6,5.1089477161730255,3.0552644114272263,1.5100223820547063,0.2615309860118693,Iris-setosa
+7,6.181567884716944,3.0543420145336495,4.91535989322714,1.69146741164305,Iris-versicolor
+8,5.1089477161730255,3.054203901381478,1.5100223820547056,0.2615308672362525,Iris-setosa
+9,6.205762894605232,3.0541204370028643,4.991190403586387,1.703506043582014,Iris-virginica
+10,6.191247305861906,3.0541698341570016,4.960609171313974,1.704756291732711,Iris-versicolor
+11,6.180816114499232,3.054037540539405,4.917438916685409,1.6933598981088516,Iris-versicolor
+12,6.179367812717626,3.0540082463315508,4.899507226771823,1.6669622470117196,Iris-versicolor
+13,6.189653131869669,3.054172867054221,4.956067405073529,1.7038108535591296,Iris-versicolor
+14,6.206477998984262,3.0541151070763415,4.99863385120819,1.7029400681202456,Iris-virginica
+15,5.1089477161730255,3.0559218361029403,1.5100223820547056,0.26153087997902824,Iris-setosa
+16,6.17942176716111,3.0540197346460074,4.900422643186223,1.6731600682661405,Iris-versicolor
+17,6.17950354452993,3.0540072449312117,4.904893124622986,1.6823576034525571,Iris-versicolor
+18,6.180028543118504,3.054021306866103,4.9108258358920605,1.6880451623884551,Iris-versicolor
+19,6.179366512721279,3.054013785173965,4.899491398478327,1.6656221837679785,Iris-versicolor
+20,5.108947716173032,3.0716337923341355,1.5100223820547611,0.2615324860599269,Iris-setosa
+21,6.222288736273111,3.0541232798299047,5.023269467885407,1.7019168352783312,Iris-virginica
+22,6.216896294635762,3.0540813878883233,5.017900042548022,1.711305269034318,Iris-virginica
+23,5.1089477161730255,3.0543102914535427,1.5100223820547056,0.2615308389533687,Iris-setosa
+24,6.195383136193869,3.0540490468694634,4.981965568793088,1.7105993780148918,Iris-virginica
+25,5.1089477161730255,3.054935538299456,1.5100223820547056,0.2615308541890258,Iris-setosa
+26,5.1089477161730255,3.0564727240788674,1.510022382054706,0.26153097870389547,Iris-setosa
+27,5.1089477161730255,3.0541995186237587,1.5100223820547058,0.26153090015459707,Iris-setosa
+28,5.1089477161730255,3.0568680650198443,1.5100223820547056,0.2615308865675409,Iris-setosa
+29,5.108948682324005,3.0546916266422386,4.899494078073141,1.6668029464086875,Iris-versicolor
+30,5.1089477161730255,3.054600898569241,1.5100223820547058,0.26153092475513345,Iris-setosa
+31,6.184414809911369,3.0541225680729287,4.9341612442959,1.6975554725005728,Iris-versicolor
+0,6.207723831909654,3.0541190181928726,4.994701931140117,1.7033129468008268,Iris-virginica
+1,5.1089477161730255,3.0553936469738696,1.5100223820547056,0.26153086985939383,Iris-setosa
+2,5.1089477161730255,3.126254921899659,1.5100223820547134,0.2615317594630913,Iris-setosa
+3,5.108947717346745,3.0540140945914125,4.899491299929957,1.6654802276956626,Iris-versicolor
+4,5.108947716173028,3.0630490421884193,1.5100223820547274,0.2615317753921906,Iris-setosa
+5,5.1089477161730255,3.0558623400115708,1.5100223820547067,0.26153105515906877,Iris-setosa
+6,6.218917816753989,3.054138098461729,5.0193156045612595,1.703037729075086,Iris-virginica
+7,5.1089477161730255,3.080515724096874,1.5100223820547065,0.26153115781752284,Iris-setosa
+8,6.179366626994515,3.0540013645350244,4.8994940428951645,1.6662703648503092,Iris-versicolor
+9,5.1089477161730255,3.054504147414769,1.5100223820547056,0.2615308599459114,Iris-setosa
+10,6.211113416292241,3.054113500535574,5.005985298492757,1.704542137797128,Iris-virginica
+11,5.1089477161730255,3.081670737407825,1.5100223820547083,0.26153134167290304,Iris-setosa
+12,5.1089477161730255,3.0760651381892177,1.510022382054706,0.26153107702974443,Iris-setosa
+13,5.108954216043037,3.054993979697541,4.899512538856449,1.6682725961644345,Iris-versicolor
+14,5.108947716173058,3.0540501268433897,1.5100223820547771,0.26153129186744056,Iris-setosa
+15,5.1089477161730255,3.0550279999453025,1.5100223820547067,0.2615310122314553,Iris-setosa
+16,5.108947716173933,3.0550898369486417,1.5100223820575984,0.26153497768833894,Iris-setosa
+17,5.1089477161730255,3.0543739726356827,1.5100223820547056,0.2615308391622753,Iris-setosa
+18,6.202335633300808,3.054136754047258,4.984628044294896,1.7032298242221857,Iris-virginica
+19,5.1089477162780765,3.0582684465554597,1.5100223823235068,0.2615673462648234,Iris-setosa
+20,6.244107847327541,3.054122085124628,5.0583226094265905,1.7042377291261774,Iris-virginica
+21,5.108947716173027,3.054432471940273,1.510022382054711,0.26153112376555004,Iris-setosa
+22,5.1089477161730255,3.0550143613786225,1.5100223820547056,0.26153085799158915,Iris-setosa
+23,5.1089477161730255,3.054853551341675,1.5100223820547056,0.2615308877282249,Iris-setosa
+24,5.1089477161730255,3.0664102339737225,1.5100223820547058,0.2615309914520266,Iris-setosa
+25,5.108947716173637,3.054019947836654,4.899491293667529,1.6654301971723533,Iris-versicolor
+26,5.1089477161730255,3.0879052034841723,1.5100223820547105,0.2615315066380012,Iris-setosa
+27,6.190137028145805,3.054170017925886,4.959078921550267,1.7043019740017917,Iris-versicolor
+28,6.179619231480261,3.0541475586288334,4.901350188282632,1.6764226107175606,Iris-versicolor
+29,5.1089477161730255,3.0557892097807775,1.5100223820547074,0.26153106809963883,Iris-setosa
+30,6.180632586174208,3.0541133569893226,4.91298021307951,1.6881762948876013,Iris-versicolor
+31,5.1089477161730255,3.056884504027613,1.5100223820547056,0.2615308889165687,Iris-setosa
+0,5.1089477161730255,3.0550359969795386,1.5100223820547056,0.261530855574446,Iris-setosa
+1,5.1089477161730255,3.057328984297913,1.5100223820547056,0.26153091067806955,Iris-setosa
+2,6.183265697259902,3.054074000161576,4.929445564149877,1.6958800616749965,Iris-versicolor
+3,6.2053097927045355,3.0541347767488984,4.9935716689763705,1.7036016621168586,Iris-virginica
+4,5.108947716173026,3.1099858644402647,1.5100223820547283,0.2615321554993959,Iris-setosa
+5,5.108947716173026,3.164006426172745,1.510022382054726,0.2615322268483571,Iris-setosa
+6,6.203524700556353,3.0541379828876902,4.987750477708932,1.703716135516168,Iris-virginica
+7,5.1089477161730255,3.065135828014542,1.5100223820547058,0.2615309995026832,Iris-setosa
+8,6.211317770472716,3.054117024694778,5.011178502412026,1.7040188084563872,Iris-virginica
+9,5.1089477161730255,3.060365264545218,1.5100223820547056,0.2615309296566463,Iris-setosa
+10,6.2172257449533,3.054137051038201,5.013054166166188,1.7042326981171787,Iris-virginica
+11,5.1089477161730255,3.054988355874124,1.5100223820547056,0.261530862334244,Iris-setosa
+12,6.214867415889741,3.0541113546367145,5.007383563542101,1.7024001286194443,Iris-virginica
+13,5.1089477161730255,3.054517777982201,1.5100223820547056,0.26153084036603563,Iris-setosa
+14,6.20373751848412,3.0541426909355787,4.987701657247214,1.7038049481594617,Iris-virginica
+15,6.188851330552366,3.054179675634165,4.95277460344391,1.702623173281047,Iris-versicolor
+16,5.1089477161730255,3.087867892174786,1.5100223820547092,0.26153142849354927,Iris-setosa
+17,6.180383343805824,3.0540225551402425,4.913670167144763,1.6918923459323065,Iris-versicolor
+18,6.184537317773159,3.054076400212639,4.936034625551211,1.6996922124956795,Iris-versicolor
+19,6.23069814825868,3.054115826643904,5.0358491382496915,1.7006910146012881,Iris-virginica
+20,5.1089477161730255,3.0548098635249263,1.5100223820547056,0.2615308507465861,Iris-setosa
+21,6.217576015810302,3.0540979379925646,5.011328734610351,1.700947628686749,Iris-virginica
+22,6.179479979438269,3.054117790962352,4.900306916341831,1.673312975703068,Iris-versicolor
+23,6.210086318945934,3.054137389019001,5.000850382715369,1.7037839203689313,Iris-virginica
diff --git a/iris/lct_gan/3/28/test.csv b/iris/lct_gan/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/28/train.csv b/iris/lct_gan/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/28/val.csv b/iris/lct_gan/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/synth.csv b/iris/lct_gan/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3dbcf0bdf350bd7d7e53e4d0aa124efce9feaca
--- /dev/null
+++ b/iris/lct_gan/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173193,3.199861667183669,1.5100223820574954,0.26154404770439144,Iris-setosa
+1,6.203000012364731,3.0541030240174916,4.99276821687409,1.7049441291192766,Iris-virginica
+2,6.179562306047599,3.054006732546213,4.906681452701519,1.6855897053631472,Iris-versicolor
+3,5.1089477161730255,3.055640134891996,1.5100223820547056,0.26153087561350497,Iris-setosa
+4,5.108947716231718,3.0543224329534384,1.5100223821412404,0.2615427204600628,Iris-setosa
+5,5.108947716455132,3.0540049559384954,4.899491295446355,1.665454688342791,Iris-versicolor
+6,6.276538517497975,3.0541193002166693,5.098110741679416,1.7039025177600529,Iris-virginica
+7,5.108947716173026,3.0540758772177887,1.5100223820547072,0.2615309445600388,Iris-setosa
+8,6.232146294025827,3.05413095481895,5.037785622781447,1.7030231417591106,Iris-virginica
+9,5.108947716481129,3.0541244439720177,4.899491294546961,1.6654721406047386,Iris-versicolor
+10,5.1089477161730255,3.056799368686616,1.5100223820547056,0.2615308928208664,Iris-setosa
+11,5.1089477161730255,3.0587516309098493,1.5100223820547056,0.2615309227526131,Iris-setosa
+12,5.108947716173029,3.4358312670329783,1.5100223820549288,0.2615357415055474,Iris-setosa
+13,5.1089477161730255,3.056720288625323,1.5100223820547056,0.26153090750551045,Iris-setosa
+14,5.1089477161730255,3.0574075395280507,1.5100223820547056,0.26153089350471453,Iris-setosa
+15,5.1089477161730255,3.0554556143800418,1.5100223820547056,0.261530865846548,Iris-setosa
+16,5.1089477161730255,3.055484513499258,1.510022382054706,0.2615309584977044,Iris-setosa
+17,5.1089477161730255,3.054315758386051,1.5100223820547056,0.26153087959874227,Iris-setosa
+18,5.1089477161730255,3.057228191158712,1.5100223820547056,0.26153090685027913,Iris-setosa
+19,6.2122711899925225,3.0541548540435053,5.008284819156778,1.7046543632293814,Iris-virginica
+20,5.108947716173071,3.1186288096676034,1.5100223820553158,0.26153667520956914,Iris-setosa
+21,5.1089477161730255,3.0549304610409997,1.5100223820547056,0.26153085627535144,Iris-setosa
+22,5.1089477161730255,3.0547844176156107,1.5100223820547056,0.26153086394747116,Iris-setosa
+23,6.180435774593898,3.054176532546048,4.908905886188452,1.685487326613876,Iris-versicolor
+24,6.191673226166277,3.05416698770766,4.960685150385305,1.7040762507031022,Iris-versicolor
+25,6.179518631026577,3.054011102805893,4.90428187338497,1.680878724980461,Iris-versicolor
+26,6.202852255136898,3.0541000578184034,4.9923413770821705,1.7039378098640354,Iris-virginica
+27,5.1089506113202,3.0547676359985463,4.899502197793452,1.6678050067818582,Iris-versicolor
+28,5.108947716173083,3.0540455943230227,1.510022382054816,0.2615314107316483,Iris-setosa
+29,5.1089477161730255,3.0547162275995556,1.5100223820547056,0.2615308469041825,Iris-setosa
+30,5.108947716173026,3.059608113497924,1.510022382054709,0.26153122315335114,Iris-setosa
+31,5.1089477161730255,3.0597645236466873,1.5100223820547056,0.2615309231861562,Iris-setosa
+0,6.237915089363147,3.0541291477938883,5.051351032484991,1.7027663058133307,Iris-virginica
+1,5.108947716636663,3.0545009411250477,1.5100223828052406,0.26156219427483995,Iris-setosa
+2,6.206461924836194,3.054143404076072,4.994741602846168,1.7041817257088845,Iris-virginica
+3,5.1089477161730255,3.0612967034062275,1.5100223820547056,0.261530948848901,Iris-setosa
+4,5.108947716173209,3.0540102228210246,4.8994912936653385,1.6654290946528483,Iris-versicolor
+5,5.1089477161730255,3.0554626524101094,1.5100223820547056,0.26153086532183883,Iris-setosa
+6,6.179627135872507,3.0545413641921626,4.900444402357202,1.675648283946347,Iris-versicolor
+7,5.1089477161730255,3.0546516376978268,1.510022382054706,0.2615309473576901,Iris-setosa
+8,6.210816619028091,3.054138867835929,5.002674593317357,1.704017059675049,Iris-virginica
+9,5.108947716173026,3.0555171685420506,1.5100223820547087,0.2615311470267905,Iris-setosa
+10,6.208319197271407,3.0541171063097456,4.996233562909977,1.7033166564358668,Iris-virginica
+11,6.180718485365954,3.054148809052142,4.912701147891262,1.6880046777742121,Iris-versicolor
+12,5.108947717056426,3.0543497638679056,4.8994912960625525,1.665502332518123,Iris-versicolor
+13,5.1089477161730255,3.057368456712276,1.5100223820547056,0.261530893159996,Iris-setosa
+14,5.1089477161730255,3.132136051035257,1.5100223820547105,0.2615315937101432,Iris-setosa
+15,6.222182067958816,3.0541213079398415,5.022936235560051,1.7044715013867349,Iris-virginica
+16,5.10894771617933,3.1378744067776214,1.5100223820984642,0.26157225604586504,Iris-setosa
+17,6.199252542541293,3.054140818897762,4.979577937420009,1.7047221219809305,Iris-virginica
+18,5.1089477161730255,3.0554689494784,1.5100223820547056,0.2615308664703708,Iris-setosa
+19,6.206503181072578,3.054148915092486,4.9946369893577485,1.7043824799337293,Iris-virginica
+20,6.193833866076057,3.0541214715093674,4.970703175416189,1.7029327369417628,Iris-virginica
+21,5.108947716173051,3.0552844452667998,1.510022382054796,0.2615319925544679,Iris-setosa
+22,6.259584262415321,3.0541226184581287,5.070826888541167,1.7023918838984715,Iris-virginica
+23,6.189278295230166,3.0540953287913557,4.952684266516795,1.700588397678439,Iris-virginica
+24,6.179533929814085,3.0543681773818436,4.900191477594523,1.6739759587736636,Iris-versicolor
+25,5.1089477161730255,3.056220708127059,1.5100223820547056,0.2615308919329229,Iris-setosa
+26,5.108947824198844,3.0541210361540756,4.899491757598801,1.6658929710675372,Iris-versicolor
+27,5.1089477161730255,3.0552049128203698,1.5100223820547056,0.2615308577741567,Iris-setosa
+28,5.1089477161730255,3.054505040764733,1.5100223820547063,0.2615309582297096,Iris-setosa
+29,6.179366833274669,3.0540085894856066,4.899494129780853,1.6662588796534223,Iris-versicolor
+30,6.179487071345198,3.0542857350203416,4.899986804134495,1.6729260700669495,Iris-versicolor
+31,6.180704407152856,3.0542021337112066,4.910906606647623,1.6867144719275295,Iris-versicolor
+0,5.1089477161730255,3.0546051365606974,1.5100223820547056,0.2615308530933721,Iris-setosa
+1,5.1089477161730255,3.118346044808242,1.5100223820547078,0.2615313912042634,Iris-setosa
+2,5.108947716173026,3.0569015232072463,1.5100223820547107,0.2615312312214525,Iris-setosa
+3,5.1089477161730255,3.054207506753172,1.5100223820547056,0.2615308700213757,Iris-setosa
+4,5.1089477161730255,3.0549808837716625,1.5100223820547056,0.2615308521798654,Iris-setosa
+5,5.1089477161730255,3.0591425572721995,1.5100223820547056,0.2615309279652369,Iris-setosa
+6,5.1089477161730255,3.062039286364178,1.5100223820547058,0.2615309866240528,Iris-setosa
+7,6.198048268427765,3.0541829925675708,4.980110447528582,1.7066496444325525,Iris-virginica
+8,5.1089477161730255,3.0543372323920988,1.5100223820547056,0.261530847872194,Iris-setosa
+9,6.224474658664914,3.0541236761825745,5.027634218523204,1.7017920486368392,Iris-virginica
+10,6.182239429730335,3.054124602736964,4.926413183132277,1.6950073414836246,Iris-versicolor
+11,5.1089477161730255,3.0551321225827657,1.5100223820547056,0.2615308645001534,Iris-setosa
+12,5.1089477161730255,3.0565579900239364,1.5100223820547056,0.2615309204842401,Iris-setosa
+13,6.17937826373043,3.0544305005029972,4.899523385509185,1.6684905574106945,Iris-versicolor
+14,5.108947716173027,3.0547442349284095,1.5100223820547134,0.2615312014427203,Iris-setosa
+15,6.195422528174877,3.054133064469645,4.970590907739843,1.7030538531000357,Iris-virginica
+16,6.194172316968349,3.05413872952189,4.966321321670565,1.7031674749472383,Iris-virginica
+17,5.1089477161730255,3.0575703422329816,1.5100223820547056,0.26153089983542466,Iris-setosa
+18,5.1089477161730255,3.066413512558533,1.5100223820547058,0.261530990083658,Iris-setosa
+19,5.1089477161730255,3.0562145214383265,1.5100223820547056,0.2615308770672,Iris-setosa
+20,5.1089477161730255,3.055596285731928,1.5100223820547058,0.26153091927167765,Iris-setosa
+21,5.1089477161730255,3.0575079867375137,1.5100223820547056,0.2615309139574164,Iris-setosa
+22,6.179458880800826,3.054023677592879,4.901221102615398,1.6759914488417758,Iris-versicolor
+23,5.1089477161730255,3.0588429390540917,1.5100223820547058,0.26153093934346117,Iris-setosa
+24,5.108947716173027,3.057602727213117,1.5100223820547147,0.2615314167074761,Iris-setosa
+25,6.224155601884824,3.054135298649512,5.030537119321757,1.7040467595939317,Iris-virginica
+26,6.179736839745672,3.0540377300121557,4.905818167471404,1.6830067912158897,Iris-versicolor
+27,5.108947716173028,3.2377749546852166,1.5100223820547825,0.26153377072717743,Iris-setosa
+28,6.209317314300795,3.0541554442144294,5.002056123676725,1.7044993252808611,Iris-virginica
+29,6.199324675420184,3.054137597892443,4.979255748637038,1.703671639471598,Iris-virginica
+30,6.1805991789479515,3.0540533911119363,4.9154497189370465,1.6900244060269478,Iris-versicolor
+31,5.1089477161730255,3.0583111325544547,1.5100223820547056,0.2615309038252083,Iris-setosa
+0,5.1089477161730255,3.0564298952002247,1.5100223820547058,0.26153092607759426,Iris-setosa
+1,5.1089477161730255,3.0551629873033286,1.5100223820547056,0.2615308611891417,Iris-setosa
+2,5.108947720237644,3.062850581150755,1.5100223921816907,0.2617194328457861,Iris-setosa
+3,6.181908532244474,3.0542407953213027,4.922790945004157,1.693601471369744,Iris-versicolor
+4,5.1089477161730255,3.05487468404648,1.5100223820547056,0.2615308505468434,Iris-setosa
+5,5.1089477161730255,3.187980017874154,1.5100223820547123,0.2615317887446203,Iris-setosa
+6,5.1089477161730255,3.121429276515115,1.5100223820547136,0.2615317010339397,Iris-setosa
+7,5.1089477161730255,3.0542011895609873,1.5100223820547056,0.2615308328743396,Iris-setosa
+8,6.1794321801923235,3.054409645533084,4.899730601992688,1.6716479996534521,Iris-versicolor
+9,5.1089477161730255,3.0578137020930254,1.5100223820547056,0.26153093209709655,Iris-setosa
+10,6.234171893244068,3.054119059056955,5.039631795399774,1.7012654011792685,Iris-virginica
+11,5.1089477161730255,3.0541226765784497,1.5100223820547056,0.26153087020133786,Iris-setosa
+12,6.211387120214935,3.054081065195394,5.01143683125455,1.706285793509364,Iris-virginica
+13,5.108947721600605,3.0540150372119013,4.89949132680385,1.6655391669578798,Iris-versicolor
+14,6.233480269837752,3.054131547580825,5.0412927291661696,1.703019963936306,Iris-virginica
+15,5.1089477161730255,3.057815722531983,1.5100223820547056,0.2615309036112284,Iris-setosa
+16,5.108947716173028,3.054282000855726,1.510022382054714,0.26153113194627303,Iris-setosa
+17,6.207886355378641,3.0541347991115755,4.99670103743486,1.7040377481497975,Iris-virginica
+18,5.108947716173405,3.0724669440844634,1.5100223820569236,0.2615383155833738,Iris-setosa
+19,6.181768674920801,3.0542977407845724,4.9184888771002075,1.6927806469171116,Iris-versicolor
+20,5.1089477161730255,3.0568624506546573,1.5100223820547056,0.2615308876092339,Iris-setosa
+21,5.108947716173164,3.054040351982604,1.5100223820550043,0.2615315986988569,Iris-setosa
+22,5.1089477161730255,3.0546699839979596,1.5100223820547056,0.26153084659582326,Iris-setosa
+23,6.208805094449909,3.0541113525111285,4.99647547026762,1.7030760391319375,Iris-virginica
diff --git a/iris/lct_gan/3/29/test.csv b/iris/lct_gan/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/29/train.csv b/iris/lct_gan/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/29/val.csv b/iris/lct_gan/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/synth.csv b/iris/lct_gan/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e17bce8c71974bfffac9e83d83b8efdf785f7cc
--- /dev/null
+++ b/iris/lct_gan/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173039,3.0581192765812792,1.5100223820547678,0.2615321007809693,Iris-setosa
+1,5.1089477161730255,3.057119134544918,1.5100223820547056,0.26153089469414076,Iris-setosa
+2,6.179601100372317,3.054014173294704,4.906157517597189,1.6827360433230467,Iris-versicolor
+3,6.217670346853422,3.054147022377368,5.017592849469828,1.7039780057335985,Iris-virginica
+4,6.202882152940756,3.054146710054533,4.9881939891225935,1.7035029701640652,Iris-virginica
+5,6.200431824199065,3.0541715160491747,4.984776538042041,1.7051347038706608,Iris-virginica
+6,5.1089477161730255,3.0555421452124683,1.510022382054706,0.2615309648520179,Iris-setosa
+7,6.179366817110735,3.0540078299390987,4.8994942566340125,1.6661508333212083,Iris-versicolor
+8,5.1089477161730255,3.0628156903433394,1.5100223820547058,0.26153096224067535,Iris-setosa
+9,6.23592031659056,3.0541278509975816,5.0450127520464205,1.702205978001742,Iris-virginica
+10,5.1089477161730255,3.0573060712322055,1.5100223820547056,0.26153089929103746,Iris-setosa
+11,5.1089477161737165,3.055761240586703,1.5100223820571694,0.2615355571076373,Iris-setosa
+12,6.20115002683946,3.0541474579213213,4.982814452002629,1.7040032553954938,Iris-virginica
+13,5.108947716339261,3.1185055484019912,1.5100223828766017,0.2616505035441857,Iris-setosa
+14,5.1089477161730255,3.0601068222291,1.5100223820547056,0.2615309296746835,Iris-setosa
+15,6.191545408244254,3.0540614628183964,4.967490061136854,1.708088424914638,Iris-virginica
+16,5.1089477161730255,3.0666745758106053,1.5100223820547058,0.2615310280500067,Iris-setosa
+17,6.1795526479899205,3.054052277182083,4.9018937446694615,1.6767209728791548,Iris-versicolor
+18,5.1089477161730255,3.054732072449354,1.5100223820547056,0.2615308974538432,Iris-setosa
+19,5.1089477161730255,3.123804630126672,1.51002238205471,0.26153159786570307,Iris-setosa
+20,6.249678738780098,3.054115049798708,5.057955496063501,1.70073376186452,Iris-virginica
+21,6.190053430863253,3.054039736817175,4.96691800439066,1.7117974824653164,Iris-virginica
+22,5.10894771617308,3.114125082190585,1.5100223820554517,0.26153704123136995,Iris-setosa
+23,6.179434133882631,3.0540910640917183,4.899947032129425,1.6715908025134498,Iris-versicolor
+24,6.205055924905229,3.0541424003213944,4.990558864294802,1.7036016849554207,Iris-virginica
+25,6.181540092566527,3.0541155955838684,4.920687894337096,1.6927243939069596,Iris-versicolor
+26,6.218207553582635,3.0541299585855777,5.01559629457106,1.70296002249835,Iris-virginica
+27,5.1089477161730255,3.0565265738080587,1.510022382054706,0.26153098317896395,Iris-setosa
+28,6.2195321899910425,3.0541410046035713,5.021755877236599,1.7040045147790694,Iris-virginica
+29,5.1089477161730255,3.0550787032030478,1.5100223820547056,0.2615308551025837,Iris-setosa
+30,6.228301839697806,3.054135098429344,5.039608107439099,1.7035731269646508,Iris-virginica
+31,5.1089477161730255,3.0544596539379243,1.5100223820547056,0.2615308519442077,Iris-setosa
+0,5.1089477161730255,3.055557725433061,1.5100223820547056,0.26153086707142204,Iris-setosa
+1,5.1089477161730255,3.0621267987395346,1.5100223820547056,0.26153094778665265,Iris-setosa
+2,5.108947716173396,3.1057571291697896,1.5100223820583625,0.2615420079789863,Iris-setosa
+3,5.1089477161730255,3.054849507545795,1.5100223820547056,0.26153085014055844,Iris-setosa
+4,6.1793712992498975,3.0540181803031623,4.899536026150384,1.6677720179060955,Iris-versicolor
+5,5.1089477161730255,3.0571605098746972,1.5100223820547056,0.26153089151954206,Iris-setosa
+6,6.180974806972226,3.054074350946203,4.919028575516805,1.6916086632565996,Iris-versicolor
+7,6.181240975092246,3.054255218443145,4.914115112155305,1.6897384704902074,Iris-versicolor
+8,6.187963268730545,3.054146142875158,4.9480758481832,1.7009180233847672,Iris-versicolor
+9,5.1089477161730255,3.058033238884875,1.5100223820547056,0.2615309017202472,Iris-setosa
+10,5.1089477161730255,3.0547484018322106,1.5100223820547056,0.26153087594622526,Iris-setosa
+11,5.1089477161730255,3.0552200985120206,1.5100223820547056,0.2615308580230033,Iris-setosa
+12,5.1089477161730255,3.0545082791017557,1.5100223820547056,0.2615308407379923,Iris-setosa
+13,5.1089477161730565,3.0565928399798477,1.5100223820548204,0.2615323489667416,Iris-setosa
+14,5.108947716173211,3.05561208439739,1.5100223820552883,0.26153319629075883,Iris-setosa
+15,6.179391693807156,3.0540363730737052,4.899716875170645,1.6702075584816256,Iris-versicolor
+16,5.108947716173026,3.055131206945589,1.5100223820547087,0.26153110835621485,Iris-setosa
+17,5.108949591526371,3.0548028310792392,4.899497032505454,1.667310600441052,Iris-versicolor
+18,6.179396735946585,3.054010914924188,4.90021624378186,1.6724918045936872,Iris-versicolor
+19,6.20531048988306,3.0540771484567504,4.999098830617891,1.7101889168487994,Iris-virginica
+20,6.2208425258735485,3.0541381212394616,5.023132542968052,1.702885679715569,Iris-virginica
+21,5.1089477161730255,3.054141101990641,1.5100223820547056,0.26153086828504984,Iris-setosa
+22,5.1089477161730255,3.0551423986479973,1.5100223820547056,0.26153089846419036,Iris-setosa
+23,5.1089477161730255,3.0599751523956193,1.5100223820547056,0.2615309255680965,Iris-setosa
+24,5.108947716173067,3.056567724152703,1.5100223820548835,0.2615325168579964,Iris-setosa
+25,6.179367299684527,3.0540025274693106,4.899507571326798,1.666948354640567,Iris-versicolor
+26,5.108953582558192,3.056217424712514,4.899509368005332,1.669093324572756,Iris-versicolor
+27,6.179366496447137,3.0540020330769204,4.899491364383822,1.6655747835045405,Iris-versicolor
+28,5.1089477161730255,3.0723467464804735,1.5100223820547067,0.2615311608002181,Iris-setosa
+29,5.1089477161730255,3.0548257373531325,1.5100223820547056,0.2615308670680607,Iris-setosa
+30,6.179419573467095,3.0540320979788187,4.900160297350912,1.6722531803621457,Iris-versicolor
+31,6.1793683131013415,3.054002231999451,4.899541331100674,1.667671631821381,Iris-versicolor
+0,6.1817536575210825,3.0541653905999677,4.921949737869518,1.6932829647805807,Iris-versicolor
+1,5.108947716175178,3.055436550914637,1.5100223820607337,0.2615363740264618,Iris-setosa
+2,5.1089477161730255,3.0782140448662036,1.5100223820547067,0.2615312013032992,Iris-setosa
+3,5.1089477161730255,3.055188507218265,1.5100223820547056,0.2615308614406375,Iris-setosa
+4,6.179628338156873,3.0542157804909507,4.901106773850406,1.6761229761217837,Iris-versicolor
+5,6.199875185710008,3.054139202471131,4.979045389790907,1.703147269344949,Iris-virginica
+6,6.229556549100175,3.0541362908329504,5.035765917716255,1.704283836920712,Iris-virginica
+7,6.197651978210698,3.0541420361795324,4.973938970855335,1.7033156711150383,Iris-virginica
+8,5.108947716173033,3.054018912883652,1.5100223820547223,0.26153105895313195,Iris-setosa
+9,5.108947716173029,3.0717758235581587,1.5100223820547343,0.2615319813420768,Iris-setosa
+10,6.206856078898261,3.0541451052871835,4.995234860227931,1.7041858268621344,Iris-virginica
+11,5.108947716173279,3.251992199231392,1.5100223820599747,0.2615474108120835,Iris-setosa
+12,5.1089477161730255,3.054718216896787,1.5100223820547056,0.26153087903863664,Iris-setosa
+13,5.1089477161730255,3.0550690875033975,1.5100223820547056,0.26153085866788284,Iris-setosa
+14,6.2084545391440695,3.054083678641487,5.0027779873885825,1.7078017454932986,Iris-virginica
+15,6.180154736701712,3.0541343413684516,4.9070649547190275,1.6838270903815902,Iris-versicolor
+16,6.205365382931389,3.0541503749049115,4.993750873276545,1.7048474697985236,Iris-virginica
+17,5.1089477161730255,3.0699379952544352,1.510022382054706,0.26153107174587187,Iris-setosa
+18,6.214672719026192,3.054114352820217,5.007558921988048,1.7025381322631767,Iris-virginica
+19,5.1089477161730255,3.062976917347371,1.5100223820547058,0.26153096770415685,Iris-setosa
+20,5.108947716173029,3.0541320381007413,1.5100223820547156,0.26153110592092627,Iris-setosa
+21,5.108947716183207,3.055178485921531,1.5100223820862968,0.2615423362343064,Iris-setosa
+22,6.179367852219785,3.0540042604028717,4.899515738919715,1.6671619532116475,Iris-versicolor
+23,5.1089477161730255,3.054184790650077,1.5100223820547056,0.26153087521077784,Iris-setosa
+24,6.207162346635492,3.0541259287758042,4.99397418295862,1.7033901639798001,Iris-virginica
+25,5.1089477161730255,3.054915654684751,1.5100223820547056,0.26153085575716556,Iris-setosa
+26,6.249019637357607,3.0541258404193323,5.062950929274137,1.7025815614206243,Iris-virginica
+27,6.241891851442892,3.0541120566210247,5.0567772388896755,1.7068842454066544,Iris-virginica
+28,5.1089477161730255,3.0549058486130636,1.5100223820547056,0.261530855121467,Iris-setosa
+29,6.187768486114037,3.054107440539332,4.9479017748153735,1.7007690931203234,Iris-versicolor
+30,6.179972832541208,3.0540126152493765,4.913644526553222,1.693062089782392,Iris-versicolor
+31,5.1089477161730255,3.0541610623905786,1.5100223820547063,0.26153093003837935,Iris-setosa
+0,5.108947716173026,3.0565430566859164,1.5100223820547116,0.2615312642621551,Iris-setosa
+1,5.1089477161730255,3.056808912443345,1.5100223820547056,0.2615308882266474,Iris-setosa
+2,5.108947716789216,3.080915622898603,1.5100223842972103,0.26167761664094746,Iris-setosa
+3,6.1793678142173425,3.0540351669103862,4.899498649475218,1.6666205839556747,Iris-versicolor
+4,6.18774527076634,3.054166888220159,4.947505642449773,1.7010356452430158,Iris-versicolor
+5,5.1089477161730255,3.067866639625276,1.5100223820547063,0.26153107321968366,Iris-setosa
+6,6.179406351043359,3.0540097037298954,4.900517561135432,1.6734281391532226,Iris-versicolor
+7,6.182056778717336,3.0542402263433543,4.9241576334015935,1.6944963743303658,Iris-versicolor
+8,5.108947716565206,3.127508617957047,1.5100223839319975,0.2617244286360149,Iris-setosa
+9,5.108947716173109,3.0558345609882944,1.510022382054997,0.2615328667760456,Iris-setosa
+10,6.226962665722799,3.0541254649074703,5.0305094666918455,1.7020869695165,Iris-virginica
+11,5.1089477161730255,3.054895106478447,1.5100223820547056,0.2615308615573041,Iris-setosa
+12,5.1089477161730255,3.055774502232848,1.5100223820547056,0.26153090374751603,Iris-setosa
+13,5.108947716173026,3.075882967041268,1.510022382054711,0.26153147269163113,Iris-setosa
+14,6.207582287936835,3.054137115497549,4.996307153174292,1.7039844331575467,Iris-virginica
+15,6.2370586864181385,3.0541189135863562,5.044141450320771,1.7014471374070612,Iris-virginica
+16,5.1089477161730255,3.0545316101407414,1.5100223820547056,0.2615308548980782,Iris-setosa
+17,5.1089477161730255,3.0549097038480566,1.5100223820547056,0.26153088085063797,Iris-setosa
+18,6.212959277309359,3.0541460218425134,5.008284293869371,1.7040771870841545,Iris-virginica
+19,6.200513660408663,3.054127672146474,4.980635741188735,1.7032005419227272,Iris-virginica
+20,5.108947716179093,3.0624771983967154,1.5100223820766339,0.26154695764056807,Iris-setosa
+21,6.184521188896577,3.0540562577606365,4.937040791691828,1.6988194564151384,Iris-virginica
+22,5.1089477161730255,3.056385007244748,1.5100223820547056,0.26153088413711767,Iris-setosa
+23,5.1089477161730255,3.0581613451792067,1.5100223820547056,0.26153092489169455,Iris-setosa
diff --git a/iris/lct_gan/3/3/test.csv b/iris/lct_gan/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/3/train.csv b/iris/lct_gan/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/3/val.csv b/iris/lct_gan/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/synth.csv b/iris/lct_gan/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c14a88ccd5b7910077f7eedd47a51ce1002c23d8
--- /dev/null
+++ b/iris/lct_gan/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.189280773002643,3.0541402764959313,4.953374300313173,1.701739037071201,Iris-versicolor
+1,5.108947716180224,3.0557200043130313,1.5100223820766703,0.2615417282201473,Iris-setosa
+2,5.1089477161730255,3.0598658474529734,1.5100223820547056,0.2615309389903051,Iris-setosa
+3,5.1089477161730255,3.0666114616443334,1.510022382054706,0.2615310540948606,Iris-setosa
+4,5.108947716173142,3.1852925088585278,1.5100223820566538,0.26154173461483093,Iris-setosa
+5,6.227214179847406,3.0541285931793696,5.033387403831735,1.7047292867641741,Iris-virginica
+6,6.179366501411158,3.054012991256475,4.899491350955947,1.6655725094362706,Iris-versicolor
+7,5.108947716173036,3.0976946472004325,1.5100223820548473,0.2615337709672789,Iris-setosa
+8,5.10894771988164,3.054024156606016,4.899491310890615,1.6655324285242026,Iris-versicolor
+9,5.108947716191377,3.0540525073679867,4.899491293728828,1.6654403768642667,Iris-versicolor
+10,5.1089477161730255,3.0627900364032694,1.5100223820547076,0.2615311934005525,Iris-setosa
+11,6.2587117128156775,3.0541235802041777,5.076365243807188,1.702692527469302,Iris-virginica
+12,5.108947716173031,3.054284383021678,1.5100223820547223,0.26153123504798953,Iris-setosa
+13,6.180973965652042,3.054347628722752,4.910289927830576,1.6884435908948927,Iris-versicolor
+14,5.108947716173394,3.0775796431326583,1.5100223820571501,0.2615400156423505,Iris-setosa
+15,5.1089477161730255,3.054852779992818,1.5100223820547056,0.26153084891875233,Iris-setosa
+16,5.1089477161730255,3.0547266587193906,1.5100223820547056,0.26153085552103505,Iris-setosa
+17,5.108947716173031,3.057796750932154,1.5100223820547347,0.2615317097506978,Iris-setosa
+18,6.180562886622664,3.0542988084577685,4.907497700085884,1.6850196450613877,Iris-versicolor
+19,5.1089477161730255,3.0596237654601985,1.5100223820547058,0.261530948931829,Iris-setosa
+20,5.108947716173033,3.0568752365719485,1.51002238205474,0.261531674994236,Iris-setosa
+21,5.108947716173026,3.1088953490145372,1.5100223820547172,0.2615318369646293,Iris-setosa
+22,5.10894771617304,3.0541201395591333,1.5100223820547392,0.2615312781731808,Iris-setosa
+23,6.179959062132428,3.054554825215788,4.902182618740184,1.680122078519082,Iris-versicolor
+24,6.205778544868757,3.05412629123229,4.992339438521503,1.7040130531386999,Iris-virginica
+25,5.108947716173027,3.0548473813557746,1.5100223820547138,0.2615312327888573,Iris-setosa
+26,5.1089477161730255,3.0642068889436453,1.5100223820547065,0.26153110760881476,Iris-setosa
+27,5.108947717483187,3.0540302328240028,4.8994913004163445,1.6654920522911725,Iris-versicolor
+28,6.202475421778101,3.0540971289051173,4.990149465295471,1.7069303173120198,Iris-virginica
+29,5.108947716173028,3.0598852472892664,1.5100223820547207,0.26153160337937664,Iris-setosa
+30,6.2579117813311775,3.0541274204846016,5.073424422260607,1.702746481941296,Iris-virginica
+31,5.1089477161730255,3.0545353321052464,1.510022382054706,0.2615309405868339,Iris-setosa
+0,6.192713567115841,3.0541580817022864,4.963818095800898,1.7035898480548708,Iris-virginica
+1,6.196594588457488,3.054125058052643,4.971551445790422,1.7023498315800625,Iris-virginica
+2,6.18088374238479,3.054352135695207,4.909476903303321,1.6870465413600186,Iris-versicolor
+3,6.179426433676546,3.0546084947858185,4.899675644384017,1.6712137863826177,Iris-versicolor
+4,5.1089477161730255,3.054503995076891,1.5100223820547056,0.2615308617305436,Iris-setosa
+5,5.1089477161730255,3.0569897570242026,1.5100223820547056,0.2615309033406642,Iris-setosa
+6,6.213824863489896,3.0541245286055694,5.007890665999084,1.703070205510608,Iris-virginica
+7,5.1089477161730255,3.068597120878331,1.510022382054706,0.2615310501801314,Iris-setosa
+8,5.1089477161730255,3.057918279932971,1.5100223820547056,0.26153090763942805,Iris-setosa
+9,5.1089477161730255,3.0547731736413875,1.5100223820547056,0.2615308599034618,Iris-setosa
+10,5.108947716173048,3.0540153317298064,4.89949129366461,1.665428245634902,Iris-versicolor
+11,6.179640509608493,3.0540698753481568,4.90256188426004,1.6785322258416786,Iris-versicolor
+12,5.1089477161730255,3.0635578136715513,1.5100223820547056,0.2615309623498559,Iris-setosa
+13,6.2078284003222315,3.054127705262857,5.000804132409891,1.703766941529223,Iris-virginica
+14,5.1089477161730255,3.058198125217791,1.5100223820547056,0.2615309083184165,Iris-setosa
+15,5.1089477161730255,3.056946520435467,1.5100223820547056,0.2615308882660832,Iris-setosa
+16,5.108947716173027,3.109033917318881,1.510022382054736,0.2615323686390169,Iris-setosa
+17,6.191894070013221,3.0541360960210793,4.9606545336335985,1.7019671355803647,Iris-virginica
+18,5.1089477161730255,3.0579275015061573,1.5100223820547056,0.2615309008296146,Iris-setosa
+19,5.108947716173067,3.0540775084732137,1.5100223820547978,0.26153144523707,Iris-setosa
+20,6.179949340980094,3.0543352727776107,4.902771432506408,1.679883596620723,Iris-versicolor
+21,5.108947716173038,3.0548598784951873,1.5100223820547478,0.2615315941386614,Iris-setosa
+22,5.1089477161730255,3.056364759991278,1.5100223820547056,0.2615308799678333,Iris-setosa
+23,5.108947716173031,3.1674181506657915,1.5100223820548186,0.26153393120081075,Iris-setosa
+24,6.207770347660829,3.0541258232511352,4.995532360502786,1.7035593618369165,Iris-virginica
+25,6.206882638611343,3.0541267639802925,4.994228734734554,1.7038301651948393,Iris-virginica
+26,6.179375441125557,3.0540072879028,4.899679222647987,1.6692178779346478,Iris-versicolor
+27,5.1089477161730255,3.0589675365462656,1.5100223820547058,0.26153094462446236,Iris-setosa
+28,5.108955758999872,3.0564258142757605,4.8995149439321315,1.6694240616198366,Iris-versicolor
+29,5.108947716226293,3.0554429770777074,1.510022382180145,0.26155133867483715,Iris-setosa
+30,5.108947716173026,3.063887520331011,1.5100223820547125,0.2615314340009331,Iris-setosa
+31,5.1089477161730255,3.0550251438616467,1.5100223820547056,0.2615308601847652,Iris-setosa
+0,6.180709366619439,3.054190352504478,4.910948038691828,1.6873995097082939,Iris-versicolor
+1,5.1089477161730255,3.0560391928168142,1.5100223820547056,0.2615308895056388,Iris-setosa
+2,6.181947486223074,3.0542420395565135,4.922250363291772,1.6941190682313594,Iris-versicolor
+3,6.1794393278027275,3.0540246842419387,4.900688668818109,1.6751211984777787,Iris-versicolor
+4,5.1089477161730255,3.117893472921404,1.5100223820547072,0.26153132922240335,Iris-setosa
+5,6.273675679378016,3.054122486042906,5.088095049174755,1.7024023733238487,Iris-virginica
+6,6.179664255944784,3.0544336238319656,4.900773580120386,1.6762244282779577,Iris-versicolor
+7,5.108947721022239,3.0540821354595415,4.899491314951213,1.6655630665829106,Iris-versicolor
+8,6.179973698524083,3.0540184044644754,4.912868262764306,1.6884413282459039,Iris-versicolor
+9,5.108947716173094,3.054138691286491,1.5100223820548757,0.26153165390550803,Iris-setosa
+10,5.1089477161730255,3.0545964439943747,1.5100223820547056,0.2615308432598238,Iris-setosa
+11,6.19930621273849,3.054064537057641,4.987284478991525,1.7051613499475051,Iris-virginica
+12,6.203430955143194,3.0541478228429844,4.989352573032353,1.7049795549919808,Iris-virginica
+13,6.1793712523084725,3.0540108375053667,4.899554680775446,1.6683127899948402,Iris-versicolor
+14,5.1089477161809125,3.0572453769641874,1.5100223820791212,0.261543581995825,Iris-setosa
+15,6.183704771928679,3.054146873561172,4.933090286455031,1.6978991863371584,Iris-versicolor
+16,5.1089477161730255,3.106863251077791,1.5100223820547072,0.26153129813396064,Iris-setosa
+17,5.1089477161730255,3.055099649661214,1.5100223820547056,0.2615309021975844,Iris-setosa
+18,6.210860781104566,3.054133708723534,5.00212125931516,1.70355474518469,Iris-virginica
+19,5.1089477161730255,3.054734443798713,1.5100223820547056,0.2615308598148367,Iris-setosa
+20,5.1089477161730255,3.0721499653854805,1.510022382054706,0.26153107460293323,Iris-setosa
+21,5.1089477161730255,3.0555390978512,1.5100223820547058,0.26153094564992985,Iris-setosa
+22,5.108947716173751,3.2695189968459126,1.510022382066802,0.2615599138704332,Iris-setosa
+23,6.211385597577038,3.0541516649597136,5.00606245320733,1.7043801895522006,Iris-virginica
+24,5.108947716173247,3.0688623940490283,1.5100223820560206,0.2615358044405664,Iris-setosa
+25,5.108948412696274,3.054601310304112,4.8994937719430816,1.6666995502218596,Iris-versicolor
+26,6.199746870002518,3.054160494821303,4.9831370847785275,1.7047776262125058,Iris-virginica
+27,6.243897572707033,3.0541222514989212,5.052900730389591,1.7016649291993458,Iris-virginica
+28,5.1089477161730255,3.0542670987600515,1.5100223820547067,0.26153096708643575,Iris-setosa
+29,5.108947716173219,3.129914553447837,1.5100223820569272,0.26154101852329953,Iris-setosa
+30,6.182293867346792,3.054146273101907,4.926052395105043,1.695059579800798,Iris-versicolor
+31,6.179380945480731,3.0540029826564643,4.900119195272401,1.6732156304097845,Iris-versicolor
+0,6.214611732637556,3.0541387047695,5.010005485605425,1.703706324722355,Iris-virginica
+1,5.1089477161730255,3.0570828970465156,1.5100223820547056,0.26153089345878394,Iris-setosa
+2,6.183188449530765,3.0542862050893507,4.9324186001973604,1.6987515214803945,Iris-versicolor
+3,6.182186284334273,3.0541852970552923,4.9246943207957345,1.6941226897748023,Iris-versicolor
+4,6.181388493710728,3.05426236431213,4.915303406070652,1.6906921827486274,Iris-versicolor
+5,6.180726464399876,3.054036900326017,4.916103690814938,1.6901556200923877,Iris-versicolor
+6,5.108947716173108,3.05406221066003,1.5100223820548817,0.2615314922923956,Iris-setosa
+7,6.179366729752573,3.054015846884199,4.899492654304483,1.6660664239833043,Iris-versicolor
+8,5.1089477161730255,3.0541918851779775,1.5100223820547065,0.2615309462880468,Iris-setosa
+9,6.179366905286797,3.0540098844408914,4.89949474643371,1.6662395149486426,Iris-versicolor
+10,6.2089353273983425,3.0541520574008016,5.000937611691994,1.7045526696369777,Iris-virginica
+11,5.108947716173027,3.054091976999592,1.5100223820547103,0.26153102917943605,Iris-setosa
+12,6.208391093109598,3.054118635298057,5.00014802967862,1.7055726104632762,Iris-virginica
+13,5.1089477161730255,3.054421595881142,1.5100223820547056,0.2615308430700625,Iris-setosa
+14,5.108947716173029,3.0540969146296675,1.510022382054714,0.2615310802221411,Iris-setosa
+15,5.1089477161730255,3.0547311089676192,1.510022382054706,0.26153095884394406,Iris-setosa
+16,5.1089477161730255,3.0544499198594677,1.5100223820547056,0.26153084867575105,Iris-setosa
+17,5.108947716244928,3.0573619878865497,1.510022382249792,0.26156345461308683,Iris-setosa
+18,6.20010547772032,3.054106473724577,4.981824597912017,1.7057860303022157,Iris-virginica
+19,5.1089477161730255,3.0575391485873715,1.5100223820547058,0.26153093865348853,Iris-setosa
+20,6.212569967243683,3.0541389530103102,5.006893207747918,1.7039178293847168,Iris-virginica
+21,6.180765065083259,3.0542392543341195,4.9107571021912255,1.6868230350331934,Iris-versicolor
+22,5.1089477161730255,3.0555742816625124,1.5100223820547056,0.2615308711156308,Iris-setosa
+23,5.1089477161730255,3.0547512423198486,1.5100223820547058,0.26153093104288117,Iris-setosa
diff --git a/iris/lct_gan/3/4/test.csv b/iris/lct_gan/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/4/train.csv b/iris/lct_gan/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/4/val.csv b/iris/lct_gan/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/synth.csv b/iris/lct_gan/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad1fbe45803c39c4f92778b2b9c29ce5bb633f4d
--- /dev/null
+++ b/iris/lct_gan/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055162938502886,1.5100223820547056,0.26153087163304756,Iris-setosa
+1,5.1089477161730255,3.0687792147505277,1.5100223820547076,0.26153121926738127,Iris-setosa
+2,5.1089477161730255,3.056302399263598,1.5100223820547058,0.2615309646809775,Iris-setosa
+3,5.1089477161730255,3.0589958548899014,1.5100223820547056,0.2615309139415213,Iris-setosa
+4,6.179366501397846,3.0540118137657744,4.899491343407052,1.6655727412757158,Iris-versicolor
+5,6.179407458949906,3.054002710678696,4.90203786160781,1.6794492577377966,Iris-versicolor
+6,6.188720137589104,3.0540601007263426,4.953165579863477,1.7050776466168522,Iris-virginica
+7,6.181761007177091,3.054183528705839,4.9218162945445885,1.6926763578852406,Iris-versicolor
+8,6.200426659500553,3.054138665376978,4.981441006783252,1.704054802030496,Iris-virginica
+9,5.1089477161730255,3.061928891511433,1.5100223820547067,0.26153111754586067,Iris-setosa
+10,6.189697258390039,3.0541434473172893,4.9524814555504255,1.701622795314643,Iris-versicolor
+11,6.201324455328936,3.0541401041725114,4.982753268526588,1.7037004258479904,Iris-virginica
+12,5.1089504418401015,3.0587846884305216,4.89949948958942,1.6687247377066365,Iris-versicolor
+13,5.1089477161730255,3.06153380232037,1.510022382054706,0.26153101469981027,Iris-setosa
+14,5.108947716173038,3.3364748177019523,1.510022382055182,0.2615373216625659,Iris-setosa
+15,5.1089477161730255,3.054566962137498,1.5100223820547056,0.26153087171317824,Iris-setosa
+16,5.1089477161730255,3.0557578217383514,1.5100223820547056,0.2615308723249572,Iris-setosa
+17,5.1089477161730255,3.0562220630688417,1.5100223820547056,0.2615308970134977,Iris-setosa
+18,6.179366583633853,3.0540059807650914,4.899492075308844,1.6658009737447723,Iris-versicolor
+19,6.191860499472895,3.054093131369039,4.958131840862775,1.7025578908821761,Iris-virginica
+20,5.108947716562406,3.061933074061562,1.5100223831192376,0.2616055528490684,Iris-setosa
+21,5.108947716173175,3.0540172449115532,4.899491293665214,1.665429109133454,Iris-versicolor
+22,6.179639210655967,3.054012622674779,4.907130647693654,1.6854635973476964,Iris-versicolor
+23,6.180283436990305,3.0540646853078526,4.912589576689737,1.6884736464428158,Iris-versicolor
+24,5.1089477161730255,3.0560804069542025,1.5100223820547058,0.26153093958832546,Iris-setosa
+25,6.179401002003765,3.054850952542004,4.8995704521121235,1.6699859489789617,Iris-versicolor
+26,6.186053655617584,3.0541639439686925,4.94201842453814,1.7001694862443135,Iris-versicolor
+27,6.259713335258688,3.054120734597524,5.069314973809323,1.7018910733801111,Iris-virginica
+28,6.181000653297382,3.0541643764814843,4.914715529731397,1.689425636021112,Iris-versicolor
+29,5.1089477161730255,3.0547136112920965,1.5100223820547058,0.26153091238014403,Iris-setosa
+30,5.108947716173053,3.0540235402300087,1.5100223820547656,0.26153121620102876,Iris-versicolor
+31,5.1089477161730255,3.055603717485982,1.5100223820547056,0.26153087758356286,Iris-setosa
+0,5.108947716173036,3.2279748952123937,1.5100223820549799,0.26153569887906347,Iris-setosa
+1,6.180611372948939,3.054442444436564,4.906648088352737,1.6850558343946014,Iris-versicolor
+2,5.1089477161730255,3.061808114339296,1.510022382054706,0.26153103309478054,Iris-setosa
+3,6.21017598725908,3.054153240836698,5.004034318529944,1.7045241703739393,Iris-virginica
+4,6.2048032450981285,3.05413968302972,4.990920380845641,1.7044135958434714,Iris-virginica
+5,5.1089477161730255,3.056867212974172,1.5100223820547058,0.2615309644046079,Iris-setosa
+6,5.1089477161730255,3.0565101963794055,1.5100223820547065,0.2615310383505775,Iris-setosa
+7,6.1804351194203795,3.0540101539226283,4.919154092629972,1.7013392284630733,Iris-virginica
+8,6.179667385709903,3.0540283634903345,4.905905760709832,1.6814827380676596,Iris-versicolor
+9,6.18442783460057,3.0541955458778025,4.935932472784156,1.6984900623570847,Iris-versicolor
+10,6.19258074345201,3.0541902040907596,4.965823005270801,1.706166615366231,Iris-versicolor
+11,6.198888894222757,3.0541413781030435,4.977917322578111,1.7030174843209758,Iris-virginica
+12,5.1089477161730255,3.0545432705286415,1.5100223820547067,0.26153099028510984,Iris-setosa
+13,6.179387545036645,3.05409818561708,4.8996077890934835,1.6694868064913087,Iris-versicolor
+14,6.179946087291492,3.0544014836841558,4.902366309284033,1.6796090558952204,Iris-versicolor
+15,5.108947716343453,3.054003063515017,4.899491294939099,1.6654511443717612,Iris-versicolor
+16,5.108947716310141,3.0540073620679964,4.899491294356507,1.6654505778524307,Iris-versicolor
+17,5.1089477161730255,3.05728555170245,1.5100223820547056,0.2615308932640092,Iris-setosa
+18,5.1089477161730255,3.0548931186401975,1.5100223820547056,0.26153085299051826,Iris-setosa
+19,6.237310077839325,3.054132311232293,5.047841312170078,1.7038421652279767,Iris-virginica
+20,6.224085518710797,3.054123308745425,5.026134172785384,1.7017949980740215,Iris-virginica
+21,6.222967439567004,3.0541401446592706,5.025802241171703,1.7044401701419771,Iris-virginica
+22,6.1882416409606416,3.054099656151768,4.9472055219913065,1.7001808565856633,Iris-versicolor
+23,6.208867720602435,3.0541228006422565,4.997735347098978,1.70359683665492,Iris-virginica
+24,6.198621905523614,3.05415822768856,4.978580991949407,1.7047057695703585,Iris-virginica
+25,5.1089477161730255,3.0544830881621765,1.5100223820547056,0.2615308485665221,Iris-setosa
+26,6.21620553015339,3.0541295938903086,5.012760017725262,1.7030832724308678,Iris-virginica
+27,5.1089477161730255,3.06009150351851,1.5100223820547058,0.26153094524373316,Iris-setosa
+28,6.184048721467997,3.0541101836147453,4.934076304071548,1.698382306757729,Iris-versicolor
+29,5.1089477161730255,3.0615358670318944,1.5100223820547058,0.26153096372574475,Iris-setosa
+30,5.108947716173026,3.224425349413949,1.5100223820547325,0.26153252032369756,Iris-setosa
+31,5.1089477161730255,3.0730937389860773,1.5100223820547058,0.26153106087006944,Iris-setosa
+0,6.180328872986239,3.054405657027603,4.904895321137292,1.6823132884851593,Iris-versicolor
+1,5.1089477161730255,3.0546780406995415,1.5100223820547056,0.26153084827769274,Iris-setosa
+2,6.180352432914423,3.054091147769385,4.911172345794634,1.6869847532611724,Iris-versicolor
+3,6.179459007240688,3.054071058035696,4.900296841004974,1.6728854924671315,Iris-versicolor
+4,5.1089477161730255,3.057165023060404,1.5100223820547056,0.26153090207904345,Iris-setosa
+5,5.10894771617657,3.0540360489532374,4.899491293676663,1.6654344047459195,Iris-versicolor
+6,5.108947716174916,3.0540361890721384,4.899491293672575,1.6654327174208807,Iris-versicolor
+7,5.1089477161730255,3.059940183105017,1.5100223820547058,0.2615309582557001,Iris-setosa
+8,5.1089477161730255,3.055387625502307,1.5100223820547056,0.2615308678598531,Iris-setosa
+9,6.210920841640121,3.054140158959813,5.004419516788037,1.7039831933498815,Iris-virginica
+10,5.1089477161730255,3.0556154156061828,1.5100223820547056,0.2615308696675816,Iris-setosa
+11,5.1089477161730255,3.054722785020725,1.5100223820547056,0.26153084847019437,Iris-setosa
+12,5.1089477161730255,3.0550591886605587,1.510022382054707,0.261531025807214,Iris-setosa
+13,5.108947855257111,3.0708769552195876,1.510022671051864,0.2622948249038698,Iris-setosa
+14,5.1089477161730255,3.0583437441296364,1.5100223820547056,0.26153090750929336,Iris-setosa
+15,5.1089477161730255,3.0544290270314787,1.5100223820547058,0.26153089862132967,Iris-setosa
+16,5.1089477161730255,3.054914998545187,1.5100223820547056,0.2615308577387602,Iris-setosa
+17,6.179454611731617,3.054034004827828,4.900689636730506,1.6738738834510052,Iris-versicolor
+18,5.108947716173027,3.1303545873437577,1.5100223820547383,0.26153251641152075,Iris-setosa
+19,5.1089477161730255,3.054573517345039,1.5100223820547056,0.26153087939100644,Iris-setosa
+20,6.203072044849913,3.0541343523862836,4.987445635917227,1.7044800103824995,Iris-virginica
+21,5.1089477161730255,3.074576441737353,1.5100223820547067,0.26153118539382103,Iris-setosa
+22,6.1799565210909995,3.0540221565330676,4.910165076706798,1.689033444073495,Iris-versicolor
+23,5.1089477161730255,3.0556947248786286,1.5100223820547058,0.261530956456204,Iris-setosa
+24,6.205683321437125,3.0540837402646233,5.000354298787085,1.7038943741812842,Iris-virginica
+25,5.108947716173026,3.07208022723826,1.5100223820547103,0.26153139894356975,Iris-setosa
+26,5.1089477161730255,3.05487266793416,1.5100223820547056,0.26153085283312544,Iris-setosa
+27,5.1089477161730255,3.056894400556204,1.5100223820547056,0.2615308901259806,Iris-setosa
+28,5.10894771617303,3.0540446492357844,1.5100223820547163,0.2615310561144383,Iris-setosa
+29,6.1957274601180545,3.0541686814477758,4.97289053471203,1.704466535630771,Iris-virginica
+30,5.1089477161730255,3.0546689054578606,1.5100223820547058,0.2615309056208759,Iris-setosa
+31,6.1793743339073375,3.0540067318528816,4.8996455109045405,1.6691742265090497,Iris-versicolor
+0,5.1089477161730255,3.0578547657036865,1.5100223820547056,0.2615309021514373,Iris-setosa
+1,5.108947716173042,3.0652129548506832,1.51002238205481,0.26153281186646754,Iris-setosa
+2,5.1089477161730255,3.0592339547665315,1.5100223820547058,0.2615309462742369,Iris-setosa
+3,5.1089477161730255,3.0579165392161403,1.5100223820547056,0.261530905674942,Iris-setosa
+4,5.1089477161730255,3.091361245621539,1.5100223820547063,0.26153116712400615,Iris-setosa
+5,6.179366535010396,3.054015992049795,4.899491512488909,1.6656911317051117,Iris-versicolor
+6,5.1089477161730255,3.054457250340025,1.5100223820547065,0.26153097355974025,Iris-setosa
+7,6.1923556147458525,3.0541836227221566,4.964184865225804,1.7056221897192732,Iris-versicolor
+8,5.10894771617305,3.0540572784759834,1.510022382054762,0.2615312543898747,Iris-setosa
+9,5.1089477161730255,3.0673893958443945,1.510022382054707,0.2615311765643046,Iris-setosa
+10,5.1089477161730255,3.0570492416449526,1.5100223820547056,0.2615308902896659,Iris-setosa
+11,5.108947716173088,3.0596216786123906,1.5100223820550098,0.2615331081416242,Iris-setosa
+12,5.1089477161730255,3.0566558181085957,1.5100223820547056,0.26153088914940054,Iris-setosa
+13,5.1089477161730255,3.0546959030200234,1.510022382054707,0.26153101475174567,Iris-setosa
+14,5.1089477161730255,3.067270505488559,1.510022382054706,0.26153104233911917,Iris-setosa
+15,6.190807789181944,3.05404254009762,4.961630017361583,1.707337672433646,Iris-virginica
+16,5.108947716173509,3.054025526587265,4.899491293666572,1.665430059608489,Iris-versicolor
+17,5.1089477161730255,3.0703581547926424,1.5100223820547063,0.26153110625478027,Iris-setosa
+18,5.1089477161730565,3.0759717568814153,1.5100223820549494,0.26153391114532115,Iris-setosa
+19,5.108947716312076,3.0618873244009444,1.5100223824630548,0.26158026855160005,Iris-setosa
+20,5.1089477161730255,3.054352554297357,1.5100223820547056,0.26153086386944846,Iris-setosa
+21,5.1089477161730255,3.0675890458017165,1.5100223820547058,0.2615310023496036,Iris-setosa
+22,5.1089477161730255,3.0546404143505947,1.5100223820547056,0.2615308510196314,Iris-setosa
+23,5.1089477161730255,3.0551653615203427,1.510022382054706,0.2615309502992632,Iris-setosa
diff --git a/iris/lct_gan/3/5/test.csv b/iris/lct_gan/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/5/train.csv b/iris/lct_gan/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/5/val.csv b/iris/lct_gan/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/synth.csv b/iris/lct_gan/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..287e1b5a376afc7c326d4e452244247ce1a095b6
--- /dev/null
+++ b/iris/lct_gan/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.216340565267501,3.0541087348201517,5.009791956274589,1.702022121050312,Iris-virginica
+1,5.1089477161730255,3.055810003397969,1.5100223820547056,0.2615308760497428,Iris-setosa
+2,6.209735016264715,3.0541407482880487,5.000660391263092,1.7042687210551533,Iris-virginica
+3,5.1089477161730255,3.057602115446739,1.5100223820547056,0.261530898000213,Iris-setosa
+4,5.1089477161730255,3.055369981576385,1.5100223820547056,0.2615308625931575,Iris-setosa
+5,5.108947723442568,3.0540249514227917,4.89949133096702,1.6655485935999386,Iris-versicolor
+6,6.179366512225469,3.054002398809238,4.899491522354107,1.6656810237296054,Iris-versicolor
+7,6.179661458668462,3.0542523051573203,4.901204268013857,1.6765866690825073,Iris-versicolor
+8,5.1089477161730255,3.0615191843237692,1.5100223820547056,0.2615309484807728,Iris-setosa
+9,6.179367454101826,3.0540115239023056,4.899500135807862,1.6666412847673249,Iris-versicolor
+10,5.108947776647512,3.0547884161327286,4.899491511689436,1.66599127343932,Iris-versicolor
+11,5.108947716173069,3.0541701515611197,1.5100223820548027,0.26153159073357807,Iris-setosa
+12,5.1089477161730255,3.060768677381317,1.5100223820547058,0.26153099355184317,Iris-setosa
+13,5.1089477161730255,3.054862934107252,1.5100223820547056,0.2615308501753567,Iris-setosa
+14,6.238166201912924,3.054122086168555,5.0478412371290196,1.7033609632466353,Iris-virginica
+15,5.1089477161730255,3.06752286072922,1.5100223820547058,0.2615310241161806,Iris-setosa
+16,5.108947893788626,3.054385540353051,4.899491872837911,1.6660737132061247,Iris-versicolor
+17,5.108947716173046,3.05509357526381,1.5100223820547738,0.26153171422046784,Iris-setosa
+18,5.1089477161730255,3.0548493844881834,1.5100223820547056,0.2615308494699704,Iris-setosa
+19,5.108950551691746,3.0554322618084893,4.899500251671732,1.6678743038737076,Iris-versicolor
+20,5.1089477161730255,3.0550933840868173,1.5100223820547056,0.2615308797534432,Iris-setosa
+21,5.108947716173027,3.0780149245697723,1.5100223820547292,0.26153203803108543,Iris-setosa
+22,5.108947716173062,3.054246333064763,1.5100223820547976,0.261531610241228,Iris-setosa
+23,5.108947716173027,3.0862534020664882,1.5100223820547278,0.2615320693932201,Iris-setosa
+24,5.1089481145819775,3.054548761333119,4.899492460027234,1.6664066173166936,Iris-versicolor
+25,6.179366489801342,3.054003223276528,4.899491299852239,1.6654759326822728,Iris-versicolor
+26,5.1089477161730255,3.058708612866603,1.5100223820547056,0.26153091053762295,Iris-setosa
+27,6.183811761642273,3.0540322458013978,4.935652278853326,1.6985092565373314,Iris-virginica
+28,5.1089477161730255,3.0567262436880354,1.5100223820547056,0.26153088523488216,Iris-setosa
+29,6.248079690115615,3.0541215876368133,5.057988726745398,1.7015689615607639,Iris-virginica
+30,5.1089477161730255,3.0571586540491924,1.5100223820547056,0.2615308930680665,Iris-setosa
+31,5.108947718957673,3.090022658929705,1.5100223909652024,0.2618014833934875,Iris-setosa
+0,6.180619670680594,3.054327016522465,4.907714813408922,1.6850754918713968,Iris-versicolor
+1,6.265564141100238,3.0541234358152383,5.078573089311892,1.702462973817458,Iris-virginica
+2,6.179370798087132,3.0540226773001398,4.899529865592796,1.6677813768226413,Iris-versicolor
+3,5.108947788109439,3.0732054233779498,1.5100225445348758,0.262210689472002,Iris-setosa
+4,6.179828413229858,3.054036674985569,4.908455453018858,1.685811728814752,Iris-versicolor
+5,5.1089477161730255,3.0543733712331105,1.5100223820547056,0.2615308608920686,Iris-setosa
+6,5.108947723414475,3.0544821205047334,4.8994913170831005,1.665666754930007,Iris-versicolor
+7,5.1089477161730255,3.0543379527771943,1.5100223820547063,0.26153094641406816,Iris-setosa
+8,6.179435490009243,3.0540218415280953,4.900752668776572,1.6748530762039318,Iris-versicolor
+9,5.108947716181317,3.054005044579925,4.899491293705848,1.6654340894913975,Iris-versicolor
+10,6.180737079030063,3.054028728355399,4.918045509515241,1.6960462611551543,Iris-versicolor
+11,5.1089477161730255,3.0561906074101315,1.5100223820547056,0.2615309088450172,Iris-setosa
+12,5.108947824827857,3.0617729748005504,1.5100226045542753,0.2621171823232157,Iris-setosa
+13,5.1089477165522235,3.0540559767996327,4.899491294896073,1.665470178228041,Iris-versicolor
+14,5.1089477161730255,3.0572885648530987,1.5100223820547056,0.26153089224656906,Iris-setosa
+15,6.179752046603655,3.054101302864859,4.90335207324614,1.6797333221437583,Iris-versicolor
+16,6.212595026628578,3.054102939277032,5.002622714932521,1.7021987610160705,Iris-virginica
+17,6.214655306295356,3.0541271350145878,5.010266090693379,1.7038977183993282,Iris-virginica
+18,5.1089477161730255,3.054842948011617,1.5100223820547056,0.2615308536908398,Iris-setosa
+19,5.108947716173174,3.1599935607181555,1.5100223820569063,0.2615424353034079,Iris-setosa
+20,6.212156091395506,3.0541263197830646,5.006564640475008,1.7040938298707327,Iris-virginica
+21,5.108947716173451,3.0542286249939288,1.5100223820558636,0.26153269717910427,Iris-setosa
+22,6.187282386056584,3.054100068779637,4.947249320955553,1.7001462170120307,Iris-versicolor
+23,5.1089477161730255,3.0646578235504673,1.510022382054706,0.2615310325826051,Iris-setosa
+24,5.1089477161730255,3.0924572444059035,1.5100223820547076,0.26153132798265405,Iris-setosa
+25,5.1089477161730255,3.0551705079043745,1.5100223820547056,0.2615308851956173,Iris-setosa
+26,5.1089477161730255,3.0551622072005777,1.5100223820547056,0.26153089510839894,Iris-setosa
+27,5.108947716176694,3.0828209451328883,1.5100223820738063,0.2615511791249655,Iris-setosa
+28,5.1089477161730255,3.0728478604194605,1.510022382054706,0.2615310958639436,Iris-setosa
+29,6.200310094039921,3.0541726586587212,4.984486185427971,1.7058830452520093,Iris-virginica
+30,5.1089477161730255,3.068633641721161,1.5100223820547058,0.26153101969089404,Iris-setosa
+31,5.1089477161730255,3.061760263744145,1.5100223820547058,0.26153097246899465,Iris-setosa
+0,5.1089477161730255,3.0547882636942316,1.5100223820547056,0.2615308481907027,Iris-setosa
+1,5.1089477161730255,3.070141977483657,1.510022382054706,0.26153105768232165,Iris-setosa
+2,5.1089477161730255,3.0552405167179693,1.5100223820547056,0.26153086273443016,Iris-setosa
+3,6.182407463872677,3.0540739308284723,4.9275491671767035,1.6959071808363446,Iris-versicolor
+4,5.1089477161730255,3.0564446142187736,1.5100223820547056,0.2615308820433344,Iris-setosa
+5,5.1089477161730255,3.0543128376795408,1.5100223820547056,0.2615308809654188,Iris-setosa
+6,6.186925703945867,3.054062249417392,4.94382374355375,1.6990761749054555,Iris-virginica
+7,6.211580774099412,3.054125085131858,5.002288769717114,1.7032939157531677,Iris-virginica
+8,5.1089477161730255,3.0545157254959423,1.5100223820547056,0.2615308663039281,Iris-setosa
+9,5.1089477161730255,3.0699013198600995,1.5100223820547058,0.26153102452389276,Iris-setosa
+10,6.237247387546375,3.0541128586713975,5.042536609745308,1.700727634604533,Iris-virginica
+11,6.181260757358593,3.0543757497264523,4.912364465240589,1.68953453354858,Iris-versicolor
+12,6.190749422093026,3.054088584953752,4.957572885034641,1.7016324625517791,Iris-virginica
+13,5.108947716173026,3.054055956839245,1.510022382054708,0.26153095498861356,Iris-setosa
+14,5.1089477161730255,3.073580563350413,1.5100223820547103,0.26153145192458804,Iris-setosa
+15,5.1089477161730255,3.0638567235285903,1.510022382054706,0.2615310357507319,Iris-setosa
+16,6.192090289514669,3.054195048654114,4.965040652212691,1.7060069118257077,Iris-versicolor
+17,5.1089477161730255,3.05548910939417,1.5100223820547056,0.261530881409382,Iris-setosa
+18,5.1089477161730255,3.0737245602764025,1.510022382054706,0.26153107254192576,Iris-setosa
+19,6.179366873225734,3.0540139577395,4.899493970321658,1.6660890584259058,Iris-versicolor
+20,6.237460038151296,3.054133765095592,5.0481348602825395,1.7042455399144676,Iris-virginica
+21,6.179389288614775,3.0544028325887704,4.899559910510632,1.6692550884778594,Iris-versicolor
+22,6.183003701404764,3.054134208714258,4.9278670473522554,1.6951723435705903,Iris-versicolor
+23,5.1089477161730255,3.0730435355052395,1.5100223820547063,0.2615311174948824,Iris-setosa
+24,6.201134255266871,3.0541318535143236,4.983850368796074,1.7040653501836045,Iris-virginica
+25,5.108947721808907,3.0553780299265507,1.5100223926851184,0.2616574724060541,Iris-setosa
+26,5.1089477161730255,3.0545157392808098,1.5100223820547058,0.26153092002044503,Iris-setosa
+27,5.108947716175395,3.0540472706842694,4.899491293674209,1.6654328651980557,Iris-versicolor
+28,5.1089477161730255,3.055250085428327,1.5100223820547056,0.2615308579063481,Iris-setosa
+29,5.1089477161730255,3.069135823031486,1.5100223820547063,0.26153108616754606,Iris-setosa
+30,5.1089477161730255,3.0541620135967382,1.5100223820547058,0.26153088463507296,Iris-setosa
+31,5.1089477161730255,3.056166218458038,1.5100223820547056,0.26153088739365304,Iris-setosa
+0,6.1793699975498475,3.0540118047108082,4.899537329036099,1.6675298186238987,Iris-versicolor
+1,5.108947718100983,3.058350538761206,1.5100223859734572,0.26164250401887806,Iris-setosa
+2,5.108947716173104,3.0540815526652825,1.510022382054855,0.26153157006429834,Iris-setosa
+3,6.192445985814951,3.054074283763841,4.964386450521559,1.7026324392120178,Iris-virginica
+4,6.17938356971925,3.054376123225925,4.899537673771227,1.6687417281695416,Iris-versicolor
+5,5.1089477161730255,3.071941349830904,1.5100223820547058,0.26153104122981224,Iris-setosa
+6,5.1089477161730255,3.056264062038096,1.5100223820547074,0.26153109418751774,Iris-setosa
+7,6.201853832743317,3.0541294403827295,4.98348937127922,1.703470976601002,Iris-virginica
+8,5.1089477161730255,3.06081194294846,1.5100223820547056,0.26153093730581206,Iris-setosa
+9,5.1089477161730255,3.0544367049007564,1.5100223820547056,0.2615308741588528,Iris-setosa
+10,6.220595484846356,3.054107656632221,5.02447739129087,1.7083363342452293,Iris-virginica
+11,5.1089477161730255,3.0541981050962894,1.5100223820547058,0.2615308872864494,Iris-setosa
+12,5.108947719214087,3.05401059880061,4.899491313556332,1.6655144238162964,Iris-versicolor
+13,6.196892930669249,3.0541538141287057,4.9743643410931995,1.7045324738226437,Iris-virginica
+14,6.214821259882686,3.054110828434619,5.007604134225556,1.7022983045209708,Iris-virginica
+15,6.205265814683191,3.0541390174193483,4.991915988084042,1.7043951259719132,Iris-virginica
+16,5.1089477161730255,3.1057982269910704,1.5100223820547083,0.26153140640799916,Iris-setosa
+17,6.179366583027269,3.0540026197640917,4.899492415706242,1.6659519208632765,Iris-versicolor
+18,5.1089477161730255,3.0592540327780524,1.5100223820547056,0.2615309147811357,Iris-setosa
+19,6.233447240307962,3.054095221040481,5.053635907635839,1.7113120325113962,Iris-virginica
+20,6.179368465701398,3.054009284282699,4.899514957533629,1.6672825968971638,Iris-versicolor
+21,6.198609630998506,3.0541577934400825,4.979102464769017,1.7050953823917667,Iris-virginica
+22,5.1089477161973464,3.0634848943391675,1.5100223821339818,0.2615582417755267,Iris-setosa
+23,6.179446882930319,3.0540119097606793,4.901669576119026,1.6761178423392546,Iris-versicolor
diff --git a/iris/lct_gan/3/6/test.csv b/iris/lct_gan/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/6/train.csv b/iris/lct_gan/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/6/val.csv b/iris/lct_gan/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/synth.csv b/iris/lct_gan/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44daf6c11a52b1bfaf59b5bdb11db33e96f099e7
--- /dev/null
+++ b/iris/lct_gan/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055643924120617,1.5100223820547056,0.26153087281450343,Iris-setosa
+1,5.1089477161730255,3.054665309116764,1.5100223820547056,0.261530845557503,Iris-setosa
+2,6.1864446577355405,3.054087830169375,4.941387895174128,1.69855045077833,Iris-versicolor
+3,5.1089477161730334,3.2638677051185465,1.5100223820549454,0.26153581363041734,Iris-setosa
+4,5.1089477161730255,3.057819653130959,1.5100223820547056,0.2615309055269979,Iris-setosa
+5,5.108947716388839,3.054843099896707,1.5100223825114543,0.2615617668366573,Iris-setosa
+6,5.1089477161733114,3.0540426811032293,1.5100223820552663,0.26153187946778095,Iris-versicolor
+7,5.1089477161730255,3.0555086404382514,1.5100223820547056,0.26153086649762036,Iris-setosa
+8,5.108947716196555,3.0648321504045364,1.5100223821459837,0.2615600268614077,Iris-setosa
+9,6.179414692411309,3.05400645155691,4.901170497778935,1.6759352243798264,Iris-versicolor
+10,5.1089477161730255,3.0564548101909073,1.5100223820547056,0.2615308811810965,Iris-setosa
+11,6.2222944642918705,3.054118984372153,5.025088413106484,1.7043545679480059,Iris-virginica
+12,6.194934765346642,3.054108553101389,4.971845706792935,1.7033001278421,Iris-virginica
+13,6.2384543987827925,3.0540964139031637,5.057685623404872,1.7093515964289179,Iris-virginica
+14,6.179388086021309,3.0540045432870437,4.900347526989352,1.673090210813853,Iris-versicolor
+15,5.1089477161730255,3.055249804297528,1.5100223820547056,0.26153085775362983,Iris-setosa
+16,5.1089477161730255,3.0779842976130167,1.5100223820547058,0.2615310775076913,Iris-setosa
+17,5.1089477161730255,3.069288088463041,1.5100223820547065,0.26153115581954883,Iris-setosa
+18,5.108949106902086,3.055227685622536,4.89949506251661,1.667289995367839,Iris-versicolor
+19,6.20143044319699,3.054144896753332,4.984832224760576,1.7049572221407505,Iris-virginica
+20,5.1089477161730255,3.0545966396489344,1.5100223820547056,0.2615308621636594,Iris-setosa
+21,5.1089477161730255,3.0603881124095094,1.5100223820547058,0.2615309754373787,Iris-setosa
+22,5.1089477162241375,3.0553429884917884,1.5100223821597878,0.2615476198144667,Iris-setosa
+23,5.108947716173026,3.071829047233008,1.5100223820547134,0.2615315538395389,Iris-setosa
+24,5.1089477161730255,3.058907791924805,1.5100223820547056,0.2615309152705224,Iris-setosa
+25,5.1089477161730255,3.0979004808279025,1.5100223820547074,0.2615313185866112,Iris-setosa
+26,5.1089477161730255,3.058197232521853,1.5100223820547056,0.26153092142721257,Iris-setosa
+27,6.234788344073125,3.0541274074795353,5.043021525062779,1.7020816155049776,Iris-virginica
+28,6.204919247238513,3.0541294052036476,4.990406330837362,1.7038987396093261,Iris-virginica
+29,6.203874023250561,3.0541408655097313,4.9888058989240625,1.7039815848625686,Iris-virginica
+30,6.1807993731513164,3.054061434802163,4.915616788472784,1.690575281936416,Iris-versicolor
+31,5.108947716173031,3.054443837462816,1.5100223820547252,0.2615313200883391,Iris-setosa
+0,5.1089477161730255,3.055023257850301,1.5100223820547056,0.26153085460440917,Iris-setosa
+1,6.179386916911475,3.0541567892451944,4.899586908906852,1.6692309868615487,Iris-versicolor
+2,6.17936665556358,3.054002598571509,4.899493503544811,1.6661080129032069,Iris-versicolor
+3,5.1089477161730255,3.0547012110995433,1.5100223820547056,0.26153087638306133,Iris-setosa
+4,6.1988854362172745,3.054164333705632,4.98203740809938,1.7047289311351335,Iris-virginica
+5,5.1089477161730255,3.0593080432971567,1.5100223820547056,0.2615309169722893,Iris-setosa
+6,5.1089477161730255,3.0557826254439,1.5100223820547056,0.2615308694194243,Iris-setosa
+7,6.204626092034976,3.054107275611443,4.989324138724753,1.7050848864410861,Iris-virginica
+8,5.1089477161730255,3.054207795455586,1.5100223820547058,0.2615309072763931,Iris-setosa
+9,6.203025004820487,3.0541360011872287,4.985347362864198,1.7034392701512933,Iris-virginica
+10,5.1089477161730255,3.056285249479893,1.5100223820547056,0.26153087940130126,Iris-setosa
+11,6.179489828043552,3.054005038896497,4.905483469891221,1.6855976613394401,Iris-versicolor
+12,5.108947716173171,3.054106540963538,1.5100223820550676,0.2615318935958459,Iris-setosa
+13,5.1089477161730255,3.0549256028311302,1.5100223820547056,0.2615308544082357,Iris-setosa
+14,5.108947716177437,3.054065235784395,4.89949129368172,1.6654347906460918,Iris-versicolor
+15,5.1089477161730255,3.0550335831184534,1.5100223820547056,0.26153085486421707,Iris-setosa
+16,5.1089477161730255,3.0560985719883598,1.5100223820547056,0.26153089511651173,Iris-setosa
+17,5.1089477161730255,3.0550601825796835,1.5100223820547056,0.26153085466578474,Iris-setosa
+18,5.1089477161730255,3.078394177866169,1.510022382054706,0.26153109506675026,Iris-setosa
+19,5.1089477161730255,3.070079009014378,1.5100223820547067,0.2615311596152072,Iris-setosa
+20,6.184874339798064,3.0541583919372672,4.936565569177696,1.698223604851293,Iris-versicolor
+21,5.1089477161730255,3.0555542636201958,1.5100223820547056,0.26153087438096256,Iris-setosa
+22,5.1089477161730255,3.058152441161068,1.5100223820547056,0.26153090414560565,Iris-setosa
+23,5.1089477161730255,3.061242733537389,1.5100223820547058,0.26153096862107045,Iris-setosa
+24,5.1089477161926355,3.0540129506824596,4.899491293761548,1.6654378219291552,Iris-versicolor
+25,5.108947716209193,3.054010223630697,4.899491293851433,1.665439692814598,Iris-versicolor
+26,6.205364766625573,3.0541469468247233,4.9925691266935175,1.7041700682541807,Iris-virginica
+27,6.229759695767445,3.0541107554351936,5.036271419297331,1.706168520754853,Iris-virginica
+28,5.108947716174238,3.0631621642312794,1.5100223820600318,0.2615401509509094,Iris-setosa
+29,5.1089477161730255,3.0550796284996937,1.5100223820547056,0.2615308557335052,Iris-setosa
+30,5.1089477161730255,3.0563191777614587,1.5100223820547056,0.26153088059642465,Iris-setosa
+31,5.1089477161730255,3.054615568686727,1.5100223820547056,0.2615308564890351,Iris-setosa
+0,5.1089477161730565,3.0540799572995647,1.5100223820547791,0.26153137267037335,Iris-setosa
+1,5.1089477161730255,3.0716271433995583,1.5100223820547058,0.26153102962709673,Iris-setosa
+2,6.220493777654444,3.054120154689786,5.018816969236999,1.7021095274907012,Iris-virginica
+3,5.108947716173157,3.054637183358794,1.5100223820550522,0.26153236469201896,Iris-setosa
+4,5.1089477161730255,3.0543065259208073,1.5100223820547056,0.2615308516399049,Iris-setosa
+5,6.18091306222765,3.0540187565068457,4.920560172892847,1.6954268565083241,Iris-virginica
+6,6.227025489874026,3.054140720919553,5.036133206175146,1.7034698150969791,Iris-virginica
+7,5.108951029782068,3.0566628616727343,4.899501449109585,1.6684193606398634,Iris-versicolor
+8,6.1829964866528,3.054028548318868,4.937069945142902,1.7037963934865725,Iris-virginica
+9,5.1089477161730255,3.060013040053329,1.5100223820547058,0.2615309731485301,Iris-setosa
+10,5.1089477161730255,3.054633655791105,1.5100223820547056,0.2615308481485351,Iris-setosa
+11,5.1089477161730255,3.069201309402382,1.5100223820547058,0.2615310216382088,Iris-setosa
+12,6.1793691431368005,3.0540250230544213,4.899512395209433,1.667303089816723,Iris-versicolor
+13,5.108947716173334,3.0541812078548767,1.5100223820553238,0.2615322922876688,Iris-setosa
+14,6.202892922954607,3.0541392376502134,4.985331585481732,1.7033587511687487,Iris-virginica
+15,6.252736251453894,3.0541137283883635,5.0711462382707735,1.706199026548718,Iris-virginica
+16,5.1089477161730255,3.0671005350550633,1.5100223820547058,0.2615309921744275,Iris-setosa
+17,6.21864404869087,3.0541296667010727,5.017646191155298,1.7028996242891494,Iris-virginica
+18,6.207743782370319,3.0541209450179907,4.995701815718828,1.70362787426102,Iris-virginica
+19,6.20285020822075,3.0541508661165864,4.987850125980674,1.704856530182434,Iris-virginica
+20,6.179518525730833,3.054103788247521,4.900625246617167,1.6740099531579125,Iris-versicolor
+21,5.10894771751296,3.0754781016625,1.5100223862989317,0.261705044324931,Iris-setosa
+22,5.108947767627814,3.0563789187606183,4.899491439810489,1.6660324064036407,Iris-setosa
+23,6.2348320376456305,3.054111526997867,5.04630053164455,1.7046115343998558,Iris-virginica
+24,5.1089477161730255,3.0542903219601203,1.5100223820547058,0.26153089626592674,Iris-setosa
+25,5.1089477161730255,3.0544534607089266,1.5100223820547056,0.2615308385365212,Iris-setosa
+26,5.1089477161730255,3.0553117655659126,1.5100223820547056,0.2615308619799143,Iris-setosa
+27,5.10894771617685,3.0646802963053745,1.5100223820689471,0.2615461875322277,Iris-setosa
+28,6.179479523189391,3.054089319035673,4.900467082735337,1.6736797051007628,Iris-versicolor
+29,5.1089477171258455,3.0653626991607985,1.510022384761716,0.26165512086598813,Iris-setosa
+30,5.1089477161730255,3.054628623308313,1.5100223820547056,0.2615308487954485,Iris-setosa
+31,5.108947722914821,3.0696844470693376,1.510022399142436,0.26180424145137093,Iris-setosa
+0,5.1089477161730255,3.055762339955032,1.5100223820547056,0.26153089327599033,Iris-setosa
+1,5.108947716173037,3.082167565762346,1.5100223820548129,0.2615330560706032,Iris-setosa
+2,5.1089477161730255,3.056115060702147,1.5100223820547056,0.2615308864645931,Iris-setosa
+3,5.108947823200471,3.0654826335442547,1.5100225899645685,0.26216662434539784,Iris-setosa
+4,5.1089477161730255,3.0596587387755796,1.5100223820547056,0.26153091992894856,Iris-setosa
+5,5.108947716175225,3.1813091756208594,1.5100223820770242,0.2615631838909589,Iris-setosa
+6,6.179385157754401,3.0540191543326474,4.899746544064872,1.6701643809561941,Iris-versicolor
+7,5.1089477161730255,3.056365697362261,1.5100223820547063,0.26153102351959595,Iris-setosa
+8,5.1089477161748835,3.054015439397356,4.899491293674484,1.6654317029994448,Iris-versicolor
+9,6.215106486772037,3.054122270855592,5.009162049126018,1.702813826336073,Iris-virginica
+10,5.1089477161730255,3.0589773187711384,1.5100223820547056,0.2615309334960931,Iris-setosa
+11,6.179391009033506,3.0541163396271167,4.899606470806276,1.6691723174499442,Iris-versicolor
+12,5.1089477161730255,3.0584948347282603,1.5100223820547063,0.26153103801268984,Iris-setosa
+13,6.188337836956316,3.0541975232264718,4.95238539674263,1.7040292032648636,Iris-versicolor
+14,6.210530114907681,3.054120550061416,5.000332837044466,1.70314451240422,Iris-virginica
+15,5.1089477161730255,3.0548201169507774,1.5100223820547056,0.26153088132185076,Iris-setosa
+16,5.1089477161730255,3.085561423457344,1.5100223820547063,0.26153114815897727,Iris-setosa
+17,6.18684029469633,3.0540907413736345,4.943324517281157,1.7004977057477373,Iris-versicolor
+18,5.1089477161730255,3.059719023522355,1.5100223820547056,0.26153093227286556,Iris-setosa
+19,6.209068845451984,3.054149829132329,5.000777905560083,1.7044612272963733,Iris-virginica
+20,6.197902036626545,3.0540900355091862,4.981102327727763,1.7030979086866194,Iris-virginica
+21,6.187036233932011,3.0541235251904824,4.945245771604828,1.7003431506716762,Iris-versicolor
+22,5.1089477161730255,3.054909867254076,1.5100223820547056,0.2615308912290036,Iris-setosa
+23,6.241840321583767,3.054124294300556,5.055360488726351,1.701710208280336,Iris-virginica
diff --git a/iris/lct_gan/3/7/test.csv b/iris/lct_gan/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/7/train.csv b/iris/lct_gan/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/7/val.csv b/iris/lct_gan/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/synth.csv b/iris/lct_gan/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..747a49b382a2e7afdc0cd4cb0f0253ed8d19d43e
--- /dev/null
+++ b/iris/lct_gan/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366500237254,3.0540023285650566,4.8994914023459835,1.6656155245300748,Iris-versicolor
+1,5.108947721384868,3.0556447809960234,1.5100223908710735,0.2616418158753737,Iris-setosa
+2,6.25166222841544,3.054095669023516,5.073116766429222,1.7058744742658614,Iris-virginica
+3,5.1089477161730255,3.0559487705263857,1.5100223820547067,0.26153104393341464,Iris-setosa
+4,5.108947716192753,3.0540040801112545,4.899491293775102,1.6654363822856637,Iris-versicolor
+5,6.215258000397761,3.054124906217863,5.012131161151505,1.7047967257758518,Iris-virginica
+6,5.1089477161730255,3.0544445832543277,1.5100223820547058,0.26153092164664465,Iris-setosa
+7,6.183660953212628,3.0540435536155304,4.93333607406072,1.6983215496568358,Iris-virginica
+8,5.1089477161759715,3.0548001973646124,1.510022382062084,0.26153618663138556,Iris-setosa
+9,5.1089477161730255,3.056439849886869,1.5100223820547058,0.2615309655469014,Iris-setosa
+10,6.183198011682822,3.054298468741283,4.932899697801,1.6996391422023098,Iris-versicolor
+11,6.19257174984904,3.054184292281842,4.965726696326145,1.705378929667426,Iris-versicolor
+12,6.179408278322584,3.0541248814403184,4.899707297884612,1.6700710381209454,Iris-versicolor
+13,5.1089477161730255,3.0615255660130343,1.5100223820547058,0.26153096827978733,Iris-setosa
+14,6.181674686192337,3.0541460456264407,4.921585177465759,1.6932632453134022,Iris-versicolor
+15,6.19297868179911,3.054102343182137,4.962962333827697,1.7015449386559267,Iris-virginica
+16,5.1089477161730255,3.058649614036654,1.510022382054706,0.261531004232905,Iris-setosa
+17,5.1089477161730255,3.0568863773609056,1.5100223820547056,0.261530902171292,Iris-setosa
+18,6.179366642797296,3.0540020192185535,4.899493818317599,1.6661217251148082,Iris-versicolor
+19,6.180348306750471,3.054142298657997,4.909545733932189,1.6857473860595853,Iris-versicolor
+20,6.179478286503622,3.0540070574299736,4.903458047635414,1.681698691355683,Iris-versicolor
+21,5.1089477161730255,3.0564423025870697,1.5100223820547056,0.26153089037576155,Iris-setosa
+22,5.108947716173665,3.2252461209446883,1.5100223820650291,0.26155519163177376,Iris-setosa
+23,5.1089492438594934,3.0561935897712225,4.899495779978026,1.6676090700662383,Iris-versicolor
+24,5.1089477161730255,3.0541340751544888,1.5100223820547058,0.2615308800157579,Iris-setosa
+25,5.108947716173043,3.05754490120371,1.5100223820547902,0.26153218599884265,Iris-setosa
+26,5.108947717424145,3.0635614488517633,1.5100223854884693,0.26164681690444475,Iris-setosa
+27,5.108947716360081,3.073216874678591,1.5100223826819852,0.2616076777654563,Iris-setosa
+28,6.199749841377391,3.0541302871710343,4.979020951419651,1.7032189563292055,Iris-virginica
+29,6.2543983194795905,3.0541111332361486,5.074529176718019,1.705973593626034,Iris-virginica
+30,6.2230057035131585,3.0541147333756298,5.0226960916672745,1.7014210720822283,Iris-virginica
+31,5.108947716173224,3.05403402760556,4.899491293665377,0.2615317235110447,Iris-versicolor
+0,6.180753089996327,3.0544218094208118,4.907682815432739,1.6865389118995002,Iris-versicolor
+1,5.1089477161730255,3.0653433383648596,1.510022382054706,0.26153103774875147,Iris-setosa
+2,6.190858347174205,3.054188176331736,4.960124187208867,1.7053683978275762,Iris-versicolor
+3,5.1089477161730255,3.0552112658330857,1.5100223820547056,0.2615308633673171,Iris-setosa
+4,6.258822932311382,3.0541265480131776,5.07366720509726,1.702636719811114,Iris-virginica
+5,6.187214578473261,3.0541223590234026,4.945161572410924,1.700487089078942,Iris-versicolor
+6,5.1089477161730255,3.0568100717808786,1.5100223820547056,0.2615308994214969,Iris-setosa
+7,5.108947716173047,3.0730227306186673,1.510022382054877,0.26153343333341766,Iris-setosa
+8,6.1793666654904165,3.0540038443684834,4.89949322048932,1.6660415724159015,Iris-versicolor
+9,6.179368519481334,3.054173309566073,4.899497445218296,1.6667960900479923,Iris-versicolor
+10,6.1793664893586335,3.054003004335833,4.899491297610999,1.6654679070878735,Iris-versicolor
+11,5.1089477161730255,3.0681512703720886,1.510022382054706,0.2615310642956626,Iris-setosa
+12,5.10894771617308,3.193960530067701,1.5100223820556935,0.26153940888466765,Iris-setosa
+13,6.270020550850188,3.0541217169705646,5.088364083874902,1.702873516549844,Iris-virginica
+14,6.189607887074945,3.054152311942906,4.954466416605716,1.7029135656000784,Iris-versicolor
+15,6.179425624557294,3.05589419070232,4.8996223311565,1.671807136716065,Iris-versicolor
+16,5.1089477161730255,3.068411576965747,1.5100223820547058,0.2615310263895557,Iris-setosa
+17,6.179711161919852,3.0540353833554437,4.905554060076567,1.681856608594373,Iris-versicolor
+18,6.179390122315017,3.0543851883358353,4.8995622688077916,1.6692133143005121,Iris-versicolor
+19,5.1089477161730255,3.061449216764157,1.5100223820547058,0.26153096858989555,Iris-setosa
+20,6.210598731218092,3.0541302300317525,5.002186438727545,1.7037097798705585,Iris-virginica
+21,5.1089477161730255,3.055654124620627,1.510022382054707,0.26153106032913476,Iris-setosa
+22,6.183784508236561,3.054058039417014,4.931254447615748,1.6974815734384294,Iris-versicolor
+23,6.183874652025461,3.054040809647119,4.936295365087727,1.6981384985803878,Iris-virginica
+24,5.108947716173701,3.05407332236996,1.5100223820561018,0.2615324958446533,Iris-setosa
+25,5.1089477161730255,3.065757581478231,1.5100223820547058,0.26153099855155243,Iris-setosa
+26,6.231811938360189,3.0541350487107484,5.039847363346022,1.7030190308179054,Iris-virginica
+27,5.1089477161730255,3.054726935775101,1.5100223820547056,0.2615308586468888,Iris-setosa
+28,6.179366489702082,3.054003497862149,4.899491299234723,1.6654727982138648,Iris-versicolor
+29,5.1089477161730255,3.0547023296358815,1.5100223820547056,0.2615308568402029,Iris-setosa
+30,6.17936819267056,3.054064670258953,4.8994986419592035,1.6668530802135242,Iris-versicolor
+31,5.1089477161730255,3.0586899213913785,1.5100223820547058,0.2615309505320723,Iris-setosa
+0,6.189894743270509,3.054176655176027,4.956566490644139,1.7045396483938424,Iris-versicolor
+1,6.179430178369463,3.0540468788123105,4.900136300334421,1.671748950584751,Iris-versicolor
+2,5.1089477161730255,3.0557907257137127,1.5100223820547056,0.26153087300089767,Iris-setosa
+3,5.1089477161730255,3.055215565806136,1.5100223820547056,0.2615308646621581,Iris-setosa
+4,5.108947716173186,3.054007242312747,4.899491293665345,1.6654289475545292,Iris-versicolor
+5,5.108947716180066,3.0618041386627977,1.5100223820789604,0.2615458122243166,Iris-setosa
+6,5.1089477161730255,3.0561776460124848,1.5100223820547056,0.261530876032845,Iris-setosa
+7,5.1089477161730255,3.0607025897084683,1.5100223820547058,0.26153095005616506,Iris-setosa
+8,6.243049909592012,3.0541263565217487,5.055198725218764,1.7023787974023012,Iris-virginica
+9,6.181489418668336,3.0540336721295502,4.924015066334683,1.6950926598268938,Iris-versicolor
+10,6.17942728748603,3.0554656533858022,4.899630852505899,1.6715692388323695,Iris-versicolor
+11,5.1089477161730255,3.190556249805523,1.5100223820547107,0.2615316693967002,Iris-setosa
+12,5.108947716173038,3.054681206892404,1.5100223820547451,0.26153154528152667,Iris-setosa
+13,6.217086180967491,3.054135148827121,5.013552126120926,1.7042753148743404,Iris-virginica
+14,6.191004277794303,3.054126915161046,4.957223700231017,1.7018741663187413,Iris-virginica
+15,6.212105281024618,3.0540982655215165,5.010897098444135,1.707065081142564,Iris-virginica
+16,6.18233500331988,3.054049325116886,4.927920976859346,1.6962138733635201,Iris-versicolor
+17,6.179372459918697,3.054138040668421,4.899511979315681,1.6674139638994045,Iris-versicolor
+18,5.10894771617303,3.0541384581889117,1.5100223820547183,0.2615311314245948,Iris-setosa
+19,5.1089477161730255,3.0581443400862995,1.5100223820547058,0.26153097752853555,Iris-setosa
+20,5.108947716173036,3.0541004383926826,1.5100223820547312,0.26153120641566424,Iris-setosa
+21,5.1089477161730255,3.054518160185258,1.5100223820547056,0.2615308460684535,Iris-setosa
+22,6.179366595011547,3.0540389733134923,4.8994916380956965,1.6657815182210225,Iris-versicolor
+23,6.1794231177647605,3.0541821885299636,4.899781041626455,1.671615333576297,Iris-versicolor
+24,5.108947725056746,3.0630524632503993,1.510022402201998,0.2617836024434214,Iris-setosa
+25,5.1089477161730255,3.180584895746979,1.5100223820547152,0.26153187428837166,Iris-setosa
+26,6.1794660913479325,3.05420097688916,4.8999991948006665,1.6724717874095365,Iris-versicolor
+27,5.1089477161730255,3.0564472500464093,1.5100223820547056,0.2615308832689319,Iris-setosa
+28,6.211185867084538,3.054131978684944,5.001621360799755,1.703452924348868,Iris-virginica
+29,5.1089477161730255,3.0544446939357446,1.5100223820547056,0.2615308448719058,Iris-setosa
+30,5.1089477161730255,3.0561618012633054,1.5100223820547072,0.26153108946989806,Iris-setosa
+31,6.203993391368864,3.0541243780033778,4.988067119707026,1.7037062170548471,Iris-virginica
+0,5.108947716630053,3.054036662326382,4.899491295860067,1.6654705445116789,Iris-versicolor
+1,5.1089477161730255,3.0569409909931133,1.5100223820547056,0.26153088896680066,Iris-setosa
+2,6.230984242438118,3.054113499667731,5.034608697052383,1.7008544114635926,Iris-virginica
+3,6.202549135857885,3.0541393338172718,4.985380099525796,1.7043218043991297,Iris-virginica
+4,5.1089477161730255,3.067736539455527,1.5100223820547058,0.26153102731035477,Iris-setosa
+5,5.108947716173079,3.054386753119523,1.5100223820548597,0.26153178171869046,Iris-setosa
+6,6.1793666035058985,3.054007339334285,4.899492115895827,1.6658587571170214,Iris-versicolor
+7,5.1089477161730255,3.05516430260104,1.5100223820547056,0.26153088932840557,Iris-setosa
+8,6.205595920348542,3.054158991503534,4.995079631545821,1.7048828369434963,Iris-virginica
+9,5.1089477161730255,3.0581689298748547,1.5100223820547056,0.26153090535339385,Iris-setosa
+10,6.179526077220024,3.0540089399330013,4.904945290665212,1.6820451882342116,Iris-versicolor
+11,5.10894834670415,3.055062071810852,4.899493327741568,1.666796427324617,Iris-versicolor
+12,6.190219840405338,3.0541507592712867,4.955891458805961,1.702508500859981,Iris-versicolor
+13,5.108952578768545,3.0553591421427404,4.89950750449641,1.66845347655789,Iris-versicolor
+14,5.1089477161730255,3.057677724538795,1.5100223820547056,0.2615308998984011,Iris-setosa
+15,5.108947716188646,3.0540863560752736,4.8994912937321065,1.6654409664005858,Iris-versicolor
+16,5.108947716173026,3.126146446061446,1.5100223820547254,0.26153217761115294,Iris-setosa
+17,5.1089477161730255,3.0581512321175164,1.5100223820547056,0.261530905057426,Iris-setosa
+18,6.223960478348017,3.054140277036761,5.0301845389102535,1.7042940555459938,Iris-virginica
+19,5.1089477161730255,3.0564611747748622,1.5100223820547058,0.26153095844032254,Iris-setosa
+20,5.108947716173027,3.054149417208796,1.5100223820547107,0.2615310650009036,Iris-setosa
+21,5.108947719388545,3.1235525759394647,1.5100223950907663,0.26189719703991887,Iris-setosa
+22,5.1089477161730255,3.055929057361063,1.5100223820547056,0.2615308716723751,Iris-setosa
+23,5.1089477161730255,3.0544065719855986,1.5100223820547056,0.26153083683558326,Iris-setosa
diff --git a/iris/lct_gan/3/8/test.csv b/iris/lct_gan/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/8/train.csv b/iris/lct_gan/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/8/val.csv b/iris/lct_gan/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/synth.csv b/iris/lct_gan/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4526068c0bdb129bdc414af0fdeb71e745c153e5
--- /dev/null
+++ b/iris/lct_gan/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179373797551695,3.0540037210656115,4.899714565532922,1.6700866927318745,Iris-versicolor
+1,5.1089477161730255,3.056044708172443,1.5100223820547056,0.26153087278858705,Iris-setosa
+2,6.200203392261057,3.0541502281262596,4.982811525401363,1.7041157157386733,Iris-virginica
+3,6.215041534831953,3.0541315567246197,5.00833183237968,1.7033241181204197,Iris-virginica
+4,5.1089477161730406,3.475788163338639,1.5100223820554106,0.26153984351094434,Iris-setosa
+5,5.1089477161730255,3.061025182168921,1.5100223820547056,0.2615309497958045,Iris-setosa
+6,5.1089477162657255,3.0735060807939436,1.5100223823900891,0.26159978297032094,Iris-setosa
+7,6.194999665695516,3.054167640262655,4.971150645245665,1.7059383178353105,Iris-virginica
+8,6.195536659088101,3.054153052137459,4.970945107787517,1.7043781569201601,Iris-virginica
+9,5.1089477161730255,3.0622037114574434,1.5100223820547074,0.26153117224076944,Iris-setosa
+10,5.1089477161730255,3.0554358741480816,1.5100223820547058,0.2615309394226632,Iris-setosa
+11,6.219481242973164,3.054145657738384,5.020872156215832,1.7036972088733648,Iris-virginica
+12,5.108947721756352,3.054348666411346,4.899491314364916,1.6656052788604687,Iris-versicolor
+13,5.108947716173026,3.0545820052010497,1.5100223820547083,0.2615310606265269,Iris-setosa
+14,5.1089477161730255,3.054412113200431,1.5100223820547056,0.2615308576476625,Iris-setosa
+15,6.1793684949943,3.054001694526599,4.89956349960206,1.6683247826870113,Iris-versicolor
+16,5.1089477161730255,3.0548348090033084,1.5100223820547067,0.2615310092636182,Iris-setosa
+17,6.179803729798482,3.0540246887116442,4.908474443878302,1.6856821950149634,Iris-versicolor
+18,6.186528240377343,3.0541330775375988,4.945164689741546,1.7013977897993386,Iris-versicolor
+19,6.190152397446385,3.054152495057764,4.954983537043956,1.702151814720036,Iris-versicolor
+20,6.240952389437153,3.0541119513101718,5.046039538844463,1.700704913497744,Iris-virginica
+21,5.1089477161730255,3.0634456937986125,1.5100223820547058,0.2615310135209751,Iris-setosa
+22,6.179370212630444,3.0540067869742713,4.899560551290917,1.668225292200202,Iris-versicolor
+23,6.187294879495748,3.0542034843640846,4.948414833656344,1.7025040538656453,Iris-versicolor
+24,6.2116606205615,3.054142806094562,5.005068446844837,1.703781597360885,Iris-virginica
+25,6.180044176344729,3.054503689998658,4.902609371375041,1.6809863337604878,Iris-versicolor
+26,6.191637448358741,3.0540351211631154,4.970937935113047,1.7078456770991157,Iris-virginica
+27,6.179366499294555,3.0540126820041062,4.899491335430265,1.6655512237178256,Iris-versicolor
+28,5.10895234944401,3.0570722663982717,4.899506358730964,1.6690658285751307,Iris-versicolor
+29,6.182134791948494,3.054045039428656,4.9247009541126,1.6953121906125614,Iris-versicolor
+30,5.108947716237653,3.065518858163365,1.5100223823004202,0.2615700582494818,Iris-setosa
+31,6.181014583621486,3.054061433519265,4.916606395553246,1.6912723784780492,Iris-versicolor
+0,5.108947716173044,3.167990429133606,1.5100223820550427,0.26153588219223284,Iris-setosa
+1,5.108949056436994,3.0548914958493856,4.899495598727276,1.6672569273727715,Iris-versicolor
+2,5.1089477161730255,3.1528331830095246,1.5100223820547123,0.2615317421046866,Iris-setosa
+3,6.230905812642792,3.0541397938997985,5.041931178488522,1.7030954910616725,Iris-virginica
+4,5.10894771617303,3.054303791435781,1.5100223820547198,0.26153120897729326,Iris-setosa
+5,5.1089477161730255,3.0548239070346637,1.5100223820547056,0.2615308730335539,Iris-setosa
+6,6.1793684011414065,3.054005430345147,4.899520971471689,1.6672032253484568,Iris-versicolor
+7,5.1089477161730255,3.058158359195815,1.5100223820547058,0.2615309721579293,Iris-setosa
+8,5.108947716173253,3.054012160546847,4.8994912936656725,1.6654292446265981,Iris-versicolor
+9,6.180899702544169,3.0542491310658297,4.911585046600522,1.6881007449236725,Iris-versicolor
+10,6.2203882861775,3.0541262013036388,5.019859664739359,1.7024165201818378,Iris-virginica
+11,5.1089477161730255,3.056321453975109,1.5100223820547056,0.26153088054370305,Iris-setosa
+12,5.10894771617593,3.1373683471904448,1.5100223820833707,0.26156240584997303,Iris-setosa
+13,5.108947716184887,3.0540022405896416,4.899491293736188,1.6654342652476435,Iris-versicolor
+14,6.21561592906368,3.054118805910946,5.009845172891628,1.7026608666967178,Iris-virginica
+15,5.10894771617303,3.054326360810534,1.5100223820547192,0.26153122951763463,Iris-setosa
+16,5.1089477161730255,3.0673023165352373,1.5100223820547074,0.2615311996692603,Iris-setosa
+17,6.257035639867775,3.054126263662555,5.070086683544026,1.7024142395882642,Iris-virginica
+18,5.1089477161730255,3.0550063109154473,1.5100223820547056,0.2615308543681476,Iris-setosa
+19,5.1089477161730255,3.0546161575621755,1.5100223820547056,0.26153085424031736,Iris-setosa
+20,5.1089477161730255,3.0546013851649976,1.5100223820547056,0.26153088177582384,Iris-setosa
+21,5.1089477161730255,3.056313860626186,1.5100223820547056,0.26153088186012485,Iris-setosa
+22,5.1089477161730255,3.054536353292247,1.5100223820547056,0.26153084410315847,Iris-setosa
+23,5.1089477161730255,3.05535598701802,1.5100223820547056,0.2615308992858416,Iris-setosa
+24,5.1089477161730255,3.057655621258582,1.5100223820547056,0.2615309054283116,Iris-setosa
+25,6.219474996253582,3.054090356340655,5.019787387693562,1.7095631369804491,Iris-virginica
+26,5.1089477161730255,3.0569481339692883,1.5100223820547058,0.26153093463000043,Iris-setosa
+27,5.1089477161730255,3.0551048709061317,1.5100223820547056,0.2615308557408261,Iris-setosa
+28,6.2042940231149,3.0541484807685437,4.991209057542748,1.7047733358254544,Iris-virginica
+29,6.235421460257638,3.0541311233942947,5.045421713306247,1.7042355953519328,Iris-virginica
+30,5.1089477161730255,3.0576029759444467,1.5100223820547056,0.26153089864792406,Iris-setosa
+31,5.1089477161730255,3.054904884678541,1.5100223820547058,0.2615309459751811,Iris-setosa
+0,6.179366503412241,3.054010446530336,4.899491360223449,1.6655837927948147,Iris-versicolor
+1,6.236499292679552,3.054124434237084,5.046476090199985,1.704181246099077,Iris-virginica
+2,5.1089477161730255,3.065265169915965,1.5100223820547065,0.26153111084546704,Iris-setosa
+3,6.179497727577335,3.054955560265932,4.899863967809388,1.6737215673697075,Iris-versicolor
+4,6.209408321196708,3.0541560038976536,5.002506063607698,1.7046736977036534,Iris-virginica
+5,6.180728006733068,3.0542540725886207,4.909865892698202,1.6862934675023062,Iris-versicolor
+6,5.1089477161730255,3.0555479212731433,1.5100223820547056,0.26153086465765163,Iris-setosa
+7,6.182785643483205,3.0541993881580383,4.929035055168228,1.6963902457918354,Iris-versicolor
+8,6.179386542209336,3.054007519502879,4.899976480175278,1.6709835141317255,Iris-versicolor
+9,6.179382129378375,3.0540067715865673,4.899866884273272,1.6712905447511885,Iris-versicolor
+10,5.1089477161730255,3.0549880440543866,1.5100223820547056,0.26153086082523513,Iris-setosa
+11,6.193199928615241,3.0541132762673526,4.9630575109030595,1.7019016378464784,Iris-virginica
+12,5.1089477161730255,3.061895145351108,1.5100223820547056,0.26153094439316876,Iris-setosa
+13,5.1089477161730255,3.0626747015370253,1.5100223820547063,0.26153108262980984,Iris-setosa
+14,6.220259319305268,3.054146052040932,5.025285083212933,1.703975689250856,Iris-virginica
+15,5.1089477161730255,3.054829700502507,1.5100223820547056,0.26153087329071834,Iris-setosa
+16,6.179366520915118,3.0540169013888216,4.89949143071002,1.6656497635494811,Iris-versicolor
+17,5.108947716173291,3.054920523660904,1.5100223820554501,0.261533267254865,Iris-setosa
+18,6.206117956473056,3.0541308460870353,4.991771358951389,1.7031447962549222,Iris-virginica
+19,5.1089477161730255,3.063509295768075,1.5100223820547058,0.2615309763947991,Iris-setosa
+20,6.195689748337291,3.0541499381786794,4.970164330591627,1.7031818567161534,Iris-virginica
+21,5.108947716181197,3.1350716152178753,1.5100223821169008,0.2615715554382334,Iris-setosa
+22,5.108947716178202,3.0612927196801714,1.5100223820720766,0.26154596650034273,Iris-setosa
+23,5.108947716173027,3.0959098091343877,1.5100223820547303,0.2615321482566091,Iris-setosa
+24,6.1793760117055845,3.0545004904504416,4.899511991650005,1.6678474528615503,Iris-versicolor
+25,5.1089477161730406,3.054109717356699,1.5100223820547403,0.2615312636804059,Iris-setosa
+26,5.1089477161730255,3.0554080076864856,1.5100223820547056,0.2615308745842603,Iris-setosa
+27,5.1089477196782696,3.054257659999739,4.899491304505733,1.6655623413438567,Iris-versicolor
+28,5.108947716173049,3.056157000909631,1.510022382054801,0.261532162968611,Iris-setosa
+29,5.1089477161730255,3.0545932064623083,1.5100223820547056,0.26153084781720204,Iris-setosa
+30,5.108947716173027,3.2410336731874083,1.5100223820547631,0.26153314868285354,Iris-setosa
+31,6.199105389070064,3.0541419193477504,4.978314058398887,1.7038477052106487,Iris-virginica
+0,5.1089477161730255,3.055104791819228,1.5100223820547056,0.26153087338943315,Iris-setosa
+1,5.108947718258205,3.0618947670219008,1.5100223869853582,0.26168134054764136,Iris-setosa
+2,5.108947716173026,3.0571212254175046,1.510022382054711,0.26153125535041716,Iris-setosa
+3,5.108947716173391,3.0541620889984533,1.5100223820555183,0.26153239721163585,Iris-setosa
+4,6.179397506372428,3.054643617772661,4.899576944690364,1.6700351852486932,Iris-versicolor
+5,5.1089477161730255,3.054719543665118,1.5100223820547056,0.2615308835530611,Iris-setosa
+6,6.179367167249246,3.054026372309632,4.899494574339809,1.666265960627299,Iris-versicolor
+7,5.1089477161730255,3.0642012534483696,1.5100223820547058,0.2615310202653281,Iris-setosa
+8,5.1089477161730255,3.066276593608541,1.5100223820547058,0.26153100633144544,Iris-setosa
+9,6.198271804778172,3.054144463687133,4.979315975339588,1.7036599754915909,Iris-virginica
+10,5.1089477161730255,3.0726657472283256,1.5100223820547078,0.2615312827371136,Iris-setosa
+11,5.1089477161730255,3.0566227438850913,1.510022382054706,0.261530988011222,Iris-setosa
+12,5.1089477161730255,3.054296454666507,1.5100223820547058,0.261530899052987,Iris-setosa
+13,5.108947722463509,3.0748088437346364,1.510022398304514,0.26181049805239254,Iris-setosa
+14,5.1089477161730255,3.0550251775691692,1.5100223820547056,0.2615308567743778,Iris-setosa
+15,5.1089477161730255,3.0599086175698456,1.5100223820547056,0.2615309262735768,Iris-setosa
+16,5.108947716177229,3.0540514731601975,4.899491293681127,1.665434835411968,Iris-versicolor
+17,6.179526486834194,3.054323321096345,4.900238132955608,1.6739061820720067,Iris-versicolor
+18,6.17936650796204,3.0540016377213073,4.8994915250498074,1.6657020578415236,Iris-versicolor
+19,5.108947716179197,3.06326225887012,1.510022382078539,0.2615481352191101,Iris-setosa
+20,5.108947716173034,3.202469659449503,1.5100223820549532,0.2615349949406396,Iris-setosa
+21,6.181074523893744,3.05423891532197,4.914125813322862,1.6888456964098526,Iris-versicolor
+22,6.179367636472732,3.054013700233838,4.899501149933136,1.6667260952584575,Iris-versicolor
+23,5.1089477161730255,3.056331245658212,1.5100223820547056,0.2615309110739544,Iris-setosa
diff --git a/iris/lct_gan/3/9/test.csv b/iris/lct_gan/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/9/train.csv b/iris/lct_gan/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/9/val.csv b/iris/lct_gan/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/lct_gan/3/ae_state.json b/iris/lct_gan/3/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f036f83f692459eb43fe0bc0e1a3627bf9a6e1e0
--- /dev/null
+++ b/iris/lct_gan/3/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90cf4644daf7ce6f3fcfc8b36e7e8aa5731cfbfa89994b48c08aa8720f0fc02c
+size 93711
diff --git a/iris/lct_gan/3/d_state.json b/iris/lct_gan/3/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d32145bd38a0d3ffbe2017056416a79511dbd93
--- /dev/null
+++ b/iris/lct_gan/3/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d886082b943cd8f60ec5dda73674723f64f78a446f43bb6b8eef520f19dc408
+size 10583
diff --git a/iris/lct_gan/3/g_state.json b/iris/lct_gan/3/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a0229164a7c6da7c478ba5c5c3cd854a299eafd
--- /dev/null
+++ b/iris/lct_gan/3/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83dfe5e93aee93648a8093ae25b977aeb389696c6543ddf1ee8bf65f0ab67786
+size 17988
diff --git a/iris/lct_gan/3/lct_gan_eval.ipynb b/iris/lct_gan/3/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0ba5bf917fbc77de81c5eb417647bc72d4d18b56
--- /dev/null
+++ b/iris/lct_gan/3/lct_gan_eval.ipynb
@@ -0,0 +1,2167 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9f11d7ea",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:06.056921Z",
+     "iopub.status.busy": "2024-07-25T10:02:06.056046Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.826579Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.825624Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.78255,
+     "end_time": "2024-07-25T10:02:18.828946",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:06.046396",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "43881e1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.853609Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.852331Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.860926Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.860054Z"
+    },
+    "papermill": {
+     "duration": 0.022745,
+     "end_time": "2024-07-25T10:02:18.862980",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.840235",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n%cd /kaggle/working\\n!rm -rf ml-utility-loss\\n!git clone https://github.com/R-N/ml-utility-loss\\n%cd ml-utility-loss\\n!git pull\\n!rm setup.py\\n!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\\n!pip install .\\n#!pip install . --no-deps --force-reinstall --upgrade\\n#'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "!rm -rf ml-utility-loss\n",
+    "!git clone https://github.com/R-N/ml-utility-loss\n",
+    "%cd ml-utility-loss\n",
+    "!git pull\n",
+    "!rm setup.py\n",
+    "!curl -Lo setup.py https://github.com/R-N/ml-utility-loss/raw/main/setup.py\n",
+    "!pip install .\n",
+    "#!pip install . --no-deps --force-reinstall --upgrade\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "13ed0e86",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00979,
+     "end_time": "2024-07-25T10:02:18.882578",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.872788",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "7f2dc37b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.903149Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.902892Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.907277Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.906257Z"
+    },
+    "papermill": {
+     "duration": 0.017037,
+     "end_time": "2024-07-25T10:02:18.909344",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.892307",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "3cfc9d4e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.930625Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.930290Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.937621Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.936739Z"
+    },
+    "papermill": {
+     "duration": 0.020253,
+     "end_time": "2024-07-25T10:02:18.939499",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.919246",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"lct_gan\"]\n",
+    "single_model = \"lct_gan\"\n",
+    "\n",
+    "\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = None\n",
+    "study_dir = \"./\"\n",
+    "\n",
+    "path_prefix = \"../../../../\"\n",
+    "\n",
+    "dataset_dir=os.path.join(path_prefix, \"ml-utility-loss\", \"datasets\")\n",
+    "dataset_name = \"contraceptive\"\n",
+    "\n",
+    "direction = \"maximize\"\n",
+    "model_name = \"lct_gan_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"lct_gan\"\n",
+    "mlu_run = True\n",
+    "\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "\n",
+    "df_name = \"df\"\n",
+    "\n",
+    "folder = \"eval\"\n",
+    "path = None\n",
+    "debug = False\n",
+    "\n",
+    "param_index = 0\n",
+    "repo_index = 5\n",
+    "use_all_data = False\n",
+    "\n",
+    "epoch_scale = 1\n",
+    "save_model = True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d1c78ea1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.962525Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.961870Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.967752Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.966913Z"
+    },
+    "papermill": {
+     "duration": 0.019536,
+     "end_time": "2024-07-25T10:02:18.969593",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.950057",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "47dbdd43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:18.990401Z",
+     "iopub.status.busy": "2024-07-25T10:02:18.990120Z",
+     "iopub.status.idle": "2024-07-25T10:02:18.995714Z",
+     "shell.execute_reply": "2024-07-25T10:02:18.994882Z"
+    },
+    "papermill": {
+     "duration": 0.018232,
+     "end_time": "2024-07-25T10:02:18.997674",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:18.979442",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "415c5b02",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:19.018647Z",
+     "iopub.status.busy": "2024-07-25T10:02:19.018401Z",
+     "iopub.status.idle": "2024-07-25T10:02:20.025670Z",
+     "shell.execute_reply": "2024-07-25T10:02:20.024635Z"
+    },
+    "papermill": {
+     "duration": 1.020397,
+     "end_time": "2024-07-25T10:02:20.028013",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:19.007616",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "cf738e6c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:20.050953Z",
+     "iopub.status.busy": "2024-07-25T10:02:20.050638Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.038643Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.037494Z"
+    },
+    "papermill": {
+     "duration": 1.00195,
+     "end_time": "2024-07-25T10:02:21.040889",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:20.038939",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "3de656e9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.066523Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.066174Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.075290Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.074455Z"
+    },
+    "papermill": {
+     "duration": 0.024394,
+     "end_time": "2024-07-25T10:02:21.077212",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.052818",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "fbfaddb1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.099608Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.099319Z",
+     "iopub.status.idle": "2024-07-25T10:02:21.455694Z",
+     "shell.execute_reply": "2024-07-25T10:02:21.454720Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.371586,
+     "end_time": "2024-07-25T10:02:21.459327",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.087741",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import os\n",
+    "\n",
+    "df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n",
+    "with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n",
+    "    info = json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "b8b4c8b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:21.484614Z",
+     "iopub.status.busy": "2024-07-25T10:02:21.484138Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.084545Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.083460Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.615538,
+     "end_time": "2024-07-25T10:02:23.086950",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:21.471412",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import split_df_ratio\n",
+    "\n",
+    "task = info[\"task\"]\n",
+    "target = info[\"target\"]\n",
+    "cat_features = info[\"cat_features\"]\n",
+    "mixed_features = info[\"mixed_features\"]\n",
+    "longtail_features = info[\"longtail_features\"]\n",
+    "integer_features = info[\"integer_features\"]\n",
+    "\n",
+    "dfs = {\n",
+    "    \"df\": df,\n",
+    "}\n",
+    "dfs_test = {}\n",
+    "for i in range(5):\n",
+    "    train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n",
+    "    dfs[i] = train\n",
+    "    dfs_test[i] = test\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "1996796a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.110286Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.109877Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.117967Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.117227Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021943,
+     "end_time": "2024-07-25T10:02:23.119894",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.097951",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.util import mkdir, seed\n",
+    "\n",
+    "if isinstance(df_name, int) or df_name.isdigit():\n",
+    "    seed(int(df_name))\n",
+    "else:\n",
+    "    seed(0)\n",
+    "#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n",
+    "if model_dir_2 is None:\n",
+    "    model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n",
+    "mkdir(model_dir_2)\n",
+    "model_path = os.path.join(model_dir_2, f\"model.pt\")\n",
+    "ae_state_path = os.path.join(model_dir_2, f\"ae_state.json\")\n",
+    "g_state_path = os.path.join(model_dir_2, f\"g_state.json\")\n",
+    "d_state_path = os.path.join(model_dir_2, f\"d_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "8e6f8a8f",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.145237Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.144923Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.149104Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.148291Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "861e920a-0dbc-40e6-e66a-8e4337024155",
+    "papermill": {
+     "duration": 0.019614,
+     "end_time": "2024-07-25T10:02:23.151249",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.131635",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "c5577c61",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.174309Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.174017Z",
+     "iopub.status.idle": "2024-07-25T10:02:23.287439Z",
+     "shell.execute_reply": "2024-07-25T10:02:23.286698Z"
+    },
+    "papermill": {
+     "duration": 0.127529,
+     "end_time": "2024-07-25T10:02:23.289655",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.162126",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as TAB_DDPM_PARAMS\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as LCT_GAN_PARAMS\n",
+    "import ml_utility_loss.synthesizers.realtabformer.params as RTF_PARAMS\n",
+    "from ml_utility_loss.synthesizers.realtabformer.params.default import GPT2_PARAMS, REALTABFORMER_PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "\n",
+    "tab_ddpm_params = getattr(TAB_DDPM_PARAMS, dataset_name).BEST\n",
+    "lct_gan_params = getattr(LCT_GAN_PARAMS, dataset_name).BEST\n",
+    "lct_ae_params = filter_dict_2(lct_gan_params, LCT_GAN_PARAMS.default.AE_PARAMS)\n",
+    "rtf_params = getattr(RTF_PARAMS, dataset_name).BEST\n",
+    "rtf_params = filter_dict(rtf_params, REALTABFORMER_PARAMS)\n",
+    "\n",
+    "lct_ae_embedding_size=lct_gan_params[\"embedding_size\"]\n",
+    "tab_ddpm_normalization=\"quantile\"\n",
+    "tab_ddpm_cat_encoding=tab_ddpm_params[\"cat_encoding\"]\n",
+    "#tab_ddpm_cat_encoding=\"one-hot\"\n",
+    "tab_ddpm_y_policy=\"default\"\n",
+    "tab_ddpm_is_y_cond=True"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "e01532c5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:23.316353Z",
+     "iopub.status.busy": "2024-07-25T10:02:23.315491Z",
+     "iopub.status.idle": "2024-07-25T10:02:27.663535Z",
+     "shell.execute_reply": "2024-07-25T10:02:27.662583Z"
+    },
+    "papermill": {
+     "duration": 4.363605,
+     "end_time": "2024-07-25T10:02:27.665569",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:23.301964",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:02:25.067404: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:02:25.067471: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:02:25.069146: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "bbb78629",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:27.692375Z",
+     "iopub.status.busy": "2024-07-25T10:02:27.691590Z",
+     "iopub.status.idle": "2024-07-25T10:02:27.699054Z",
+     "shell.execute_reply": "2024-07-25T10:02:27.698252Z"
+    },
+    "papermill": {
+     "duration": 0.02267,
+     "end_time": "2024-07-25T10:02:27.701049",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:27.678379",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_rtf_embed\n",
+    "\n",
+    "rtf_embed = None\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    rtf_embed = load_rtf_embed(\n",
+    "        dataset_name=dataset_name,\n",
+    "        model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "        model_name=\"realtabformer\",\n",
+    "        df_name=\"df\",\n",
+    "        ckpt_type=\"best-disc-model\"\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "f5ba1cc7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:27.724697Z",
+     "iopub.status.busy": "2024-07-25T10:02:27.724443Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.472912Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.472104Z"
+    },
+    "papermill": {
+     "duration": 2.763022,
+     "end_time": "2024-07-25T10:02:30.475231",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:27.712209",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.preprocessing import DataPreprocessor\n",
+    "\n",
+    "preprocessor = DataPreprocessor(\n",
+    "    task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    mixed_features=mixed_features,\n",
+    "    longtail_features=longtail_features,\n",
+    "    integer_features=integer_features,\n",
+    "    lct_ae_embedding_size=lct_ae_embedding_size,\n",
+    "    lct_ae_params=lct_ae_params,\n",
+    "    lct_ae=lct_ae,\n",
+    "    tab_ddpm_normalization=tab_ddpm_normalization,\n",
+    "    tab_ddpm_cat_encoding=tab_ddpm_cat_encoding,\n",
+    "    tab_ddpm_y_policy=tab_ddpm_y_policy,\n",
+    "    tab_ddpm_is_y_cond=tab_ddpm_is_y_cond,\n",
+    "    realtabformer_embedding=rtf_embed,\n",
+    "    realtabformer_params=rtf_params,\n",
+    ")\n",
+    "preprocessor.fit(df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "fd74c69d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.502920Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.502176Z",
+     "iopub.status.idle": "2024-07-25T10:02:30.508145Z",
+     "shell.execute_reply": "2024-07-25T10:02:30.507351Z"
+    },
+    "papermill": {
+     "duration": 0.021181,
+     "end_time": "2024-07-25T10:02:30.510168",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.488987",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "de325d3c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:30.534817Z",
+     "iopub.status.busy": "2024-07-25T10:02:30.534543Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.031994Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.031238Z"
+    },
+    "papermill": {
+     "duration": 0.512514,
+     "end_time": "2024-07-25T10:02:31.034455",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:30.521941",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import create_model, ISABMode, LoRAMode\n",
+    "import ml_utility_loss.loss_learning.estimator.params2 as PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import torch\n",
+    "import json\n",
+    "\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    param_space = {\n",
+    "        **getattr(PARAMS, dataset_name).PARAM_SPACE,\n",
+    "        #**getattr(PARAMS, dataset_name).PARAM_SPACE_2\n",
+    "    }\n",
+    "    params = getattr(PARAMS, dataset_name).BEST_DICT[gp][gp_multiply][single_model]\n",
+    "    #params = PARAMS.default.update_params_2(params, info[\"sizes\"])\n",
+    "    params[\"single_model\"] = False\n",
+    "    if models:\n",
+    "        params[\"models\"] = models\n",
+    "    if single_model:\n",
+    "        params[\"fixed_role_model\"] = single_model\n",
+    "        params[\"single_model\"] = True\n",
+    "        params[\"models\"] = [single_model]\n",
+    "    if gp:\n",
+    "        params[\"gradient_penalty_mode\"] = \"ALL\"\n",
+    "        params[\"mse_mag\"] = True\n",
+    "        if gp_multiply:\n",
+    "            params[\"mse_mag_multiply\"] = True\n",
+    "            #params[\"mse_mag_target\"] = 1.0\n",
+    "        else:\n",
+    "            params[\"mse_mag_multiply\"] = False\n",
+    "            #params[\"mse_mag_target\"] = 0.1\n",
+    "    else:\n",
+    "        params[\"gradient_penalty_mode\"] = \"NONE\"\n",
+    "        params[\"mse_mag\"] = False\n",
+    "    with open(\"params.json\", \"w\") as f:\n",
+    "        json.dump(params, f)\n",
+    "    params = map_parameters(params, param_space=param_space)\n",
+    "    params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "96ae852f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.061930Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.061226Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.081300Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.080465Z"
+    },
+    "papermill": {
+     "duration": 0.035872,
+     "end_time": "2024-07-25T10:02:31.083219",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.047347",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "4bff3726",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.108757Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.108483Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.198873Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.198033Z"
+    },
+    "papermill": {
+     "duration": 0.105677,
+     "end_time": "2024-07-25T10:02:31.201009",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.095332",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x78aed055cc10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x78aed055cc10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "decf5488",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.228211Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.227700Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.246050Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.245145Z"
+    },
+    "papermill": {
+     "duration": 0.034255,
+     "end_time": "2024-07-25T10:02:31.247958",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.213703",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    if mlu_run is True:\n",
+    "        mlu_run = mlu_params[\"mlu_run\"]\n",
+    "    mlu_params.pop(\"mlu_run\", None)\n",
+    "    mlu_model_dir_2 = os.path.join(mlu_model_dir, dataset_name, mlu_model_name, str(mlu_run))\n",
+    "    mlu_model_path = os.path.join(mlu_model_dir_2, f\"model.pt\")\n",
+    "\n",
+    "    mlu_model.load_state_dict(torch.load(mlu_model_path))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "c6b9906a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.273021Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.272754Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.276503Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.275655Z"
+    },
+    "papermill": {
+     "duration": 0.018419,
+     "end_time": "2024-07-25T10:02:31.278398",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.259979",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "4e427264",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.303976Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.303223Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.521564Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.520854Z"
+    },
+    "papermill": {
+     "duration": 0.23326,
+     "end_time": "2024-07-25T10:02:31.523616",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.290356",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "dacd692e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.552335Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.551437Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.799648Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.798619Z"
+    },
+    "papermill": {
+     "duration": 0.264485,
+     "end_time": "2024-07-25T10:02:31.801739",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.537254",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "5768f4b5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.830266Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.829937Z",
+     "iopub.status.idle": "2024-07-25T10:02:31.836863Z",
+     "shell.execute_reply": "2024-07-25T10:02:31.836040Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023205,
+     "end_time": "2024-07-25T10:02:31.838747",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.815542",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "import ml_utility_loss.synthesizers.lct_gan.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "gan_params = filter_dict_2(params, PARAMS.default.GAN_PARAMS)\n",
+    "ae_params = filter_dict_2(params, PARAMS.default.AE_PARAMS)\n",
+    "\n",
+    "gan_params[\"epochs\"] = int(round(epoch_scale * gan_params[\"epochs\"]))\n",
+    "ae_params[\"epochs\"] = int(round(epoch_scale * ae_params[\"epochs\"]))\n",
+    "\n",
+    "dataset_kwargs={\n",
+    "    \"categorical_columns\": cat_features,\n",
+    "    \"mixed_columns\": mixed_features,\n",
+    "    \"log_columns\": longtail_features,\n",
+    "    \"integer_columns\": integer_features,\n",
+    "}\n",
+    "\n",
+    "gan_params[\"mlu_trainer\"] = gan_mlu_trainer\n",
+    "ae_params[\"mlu_trainer\"] = ae_mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "2daa6ded",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:31.864634Z",
+     "iopub.status.busy": "2024-07-25T10:02:31.864353Z",
+     "iopub.status.idle": "2024-07-25T10:02:48.767827Z",
+     "shell.execute_reply": "2024-07-25T10:02:48.766773Z"
+    },
+    "papermill": {
+     "duration": 16.919461,
+     "end_time": "2024-07-25T10:02:48.770589",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:31.851128",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5599706172943115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.377575159072876\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.27341198921203613\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "346176f4",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:02:48.800159Z",
+     "iopub.status.busy": "2024-07-25T10:02:48.799823Z",
+     "iopub.status.idle": "2024-07-25T10:03:34.996776Z",
+     "shell.execute_reply": "2024-07-25T10:03:34.995806Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 46.21379,
+     "end_time": "2024-07-25T10:03:34.998799",
+     "exception": false,
+     "start_time": "2024-07-25T10:02:48.785009",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.021085] [G loss: -0.515643]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7202771306037903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7460153102874756\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7407893538475037\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.773261308670044\n",
+      "[Epoch 20/179] [D loss: -0.049352] [G loss: -0.513953]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.086777] [G loss: -0.513009]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8220695853233337\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7196286916732788\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7451252341270447\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7414950728416443\n",
+      "[Epoch 40/179] [D loss: -0.124556] [G loss: -0.516233]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7640470266342163\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8085721731185913\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6973705291748047\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.73238205909729\n",
+      "[Epoch 50/179] [D loss: -0.161471] [G loss: -0.517772]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.219496] [G loss: -0.510908]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5043413639068604\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5498389005661011\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5971457958221436\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4831772446632385\n",
+      "[Epoch 70/179] [D loss: -0.272465] [G loss: -0.479813]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47341546416282654\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4733373820781708\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.505543053150177\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.559964120388031\n",
+      "[Epoch 80/179] [D loss: -0.317411] [G loss: -0.455601]\n",
+      "[Epoch 90/179] [D loss: -0.290568] [G loss: -0.487105]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3792600631713867\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4114399552345276\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.37321120500564575\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3404712677001953\n",
+      "[Epoch 100/179] [D loss: -0.220688] [G loss: -0.569868]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.156967] [G loss: -0.640334]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.38868552446365356\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3233925700187683\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35895973443984985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35995328426361084\n",
+      "[Epoch 120/179] [D loss: -0.180818] [G loss: -0.620377]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.41960597038269043\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4421636462211609\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.39384758472442627\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.3906732201576233\n",
+      "[Epoch 130/179] [D loss: -0.211760] [G loss: -0.589852]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.221707] [G loss: -0.564026]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4516419768333435\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5010896921157837\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5460488796234131\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42743101716041565\n",
+      "[Epoch 150/179] [D loss: -0.254908] [G loss: -0.493766]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5106927156448364\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4894006550312042\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5365865230560303\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5958073735237122\n",
+      "[Epoch 160/179] [D loss: -0.303959] [G loss: -0.429020]\n",
+      "[Epoch 170/179] [D loss: -0.315679] [G loss: -0.397809]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45097261667251587\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4671415388584137\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4685143530368805\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.49339282512664795\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_gan\n",
+    "\n",
+    "for p in lct_ae.parameters():\n",
+    "    p.requires_grad = False\n",
+    "\n",
+    "gan, synth_df = create_gan(\n",
+    "    lct_ae,\n",
+    "    dfs[df_name_2],\n",
+    "    **gan_params\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "5009478a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:35.035528Z",
+     "iopub.status.busy": "2024-07-25T10:03:35.035207Z",
+     "iopub.status.idle": "2024-07-25T10:03:35.063519Z",
+     "shell.execute_reply": "2024-07-25T10:03:35.062568Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049272,
+     "end_time": "2024-07-25T10:03:35.065807",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:35.016535",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "gan.mlu_trainer = None\n",
+    "#gan.decoder.mlu_trainer = None\n",
+    "gan.decoder.ae.mlu_trainer = None\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(gan, model_path)\n",
+    "    if True or not os.path.exists(ae_state_path):\n",
+    "        torch.save(deepcopy(lct_ae.ae.model.state_dict()), ae_state_path)\n",
+    "    if True or not os.path.exists(g_state_path):\n",
+    "        torch.save(deepcopy(gan.generator.state_dict()), g_state_path)\n",
+    "    if True or not os.path.exists(d_state_path):\n",
+    "        torch.save(deepcopy(gan.discriminator.state_dict()), d_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(params, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "912ea68c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:03:35.105941Z",
+     "iopub.status.busy": "2024-07-25T10:03:35.105361Z",
+     "iopub.status.idle": "2024-07-25T10:03:36.026535Z",
+     "shell.execute_reply": "2024-07-25T10:03:36.025599Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.943258,
+     "end_time": "2024-07-25T10:03:36.029014",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:35.085756",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    n = len(train)\n",
+    "    synth_df = gan.sample(n)[:n]\n",
+    "    model_dir_3 = os.path.join(model_dir_2, str(i))\n",
+    "    mkdir(model_dir_3)\n",
+    "    synth_path = os.path.join(model_dir_3, f\"synth.csv\")\n",
+    "    train_path = os.path.join(model_dir_3, f\"train.csv\")\n",
+    "    val_path = os.path.join(model_dir_3, f\"val.csv\")\n",
+    "    test_path = os.path.join(model_dir_3, f\"test.csv\")\n",
+    "\n",
+    "    synth_df.to_csv(synth_path)\n",
+    "    dfs[df_name_2].to_csv(train_path)\n",
+    "    if df_name in dfs_test:\n",
+    "        dfs_test[df_name].to_csv(val_path)\n",
+    "        dfs_test[df_name].to_csv(test_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "44e90e68",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.017806,
+     "end_time": "2024-07-25T10:03:36.065071",
+     "exception": false,
+     "start_time": "2024-07-25T10:03:36.047265",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 94.075774,
+   "end_time": "2024-07-25T10:03:38.723374",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:02:04.647600",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/3/mlu_log_ae.csv b/iris/lct_gan/3/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfe437caec19af52269164391c7fb09d460f6b55
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/3/mlu_log_gan.csv b/iris/lct_gan/3/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f04e37fd4cef964b90d5282ec5c7565286fa750
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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