diff --git a/iris/lct_gan/1/0/synth.csv b/iris/lct_gan/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f68f47c8d642569d02b71b910850df2c0881dd6
--- /dev/null
+++ b/iris/lct_gan/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179654584052471,3.054000000451044,4.9007103207038245,1.6655294931125995,Iris-versicolor
+1,6.180370597552297,3.057452497917156,1.51149330749041,0.26233287733314214,Iris-setosa
+2,6.407448855740278,3.0543754392399225,5.305693418852232,1.778036660487205,Iris-virginica
+3,6.201698299186219,3.0540030031413696,4.965672028915317,1.6984399284502902,Iris-virginica
+4,6.17937110406374,3.054000000058851,4.899515832324092,1.6654292649283609,Iris-versicolor
+5,6.180717843090238,3.0568206317942543,1.5132466675692406,1.6686906258669245,Iris-setosa
+6,5.109177083725041,3.071606356222013,1.5100674370133484,0.2616098814044904,Iris-setosa
+7,5.108948445171476,3.0540195094580618,1.5100230675694881,0.2615311432196466,Iris-setosa
+8,6.179366676416139,3.0540000363377264,1.5100226915359216,1.6654276417554934,Iris-versicolor
+9,5.10912914500764,3.078698209656709,1.5100343241963596,0.2615580534339002,Iris-setosa
+10,6.17980798254391,3.0547041135184654,1.5116708280401066,1.6669923937099762,Iris-setosa
+11,6.196768463387217,3.0582252735582296,5.011174200058028,1.748485994871614,Iris-virginica
+12,6.179366608726844,3.0540000004833074,4.8994918642524805,1.66542758960733,Iris-versicolor
+13,6.207665252181286,3.0540069949059783,4.986266765908093,1.715027957944009,Iris-virginica
+14,5.108948027143897,3.054003139961642,1.5100228083960578,0.26153097618008425,Iris-setosa
+15,6.182252015545654,3.058365259389667,4.920694854395236,1.6785084924971843,Iris-versicolor
+16,6.179366750204022,3.054000000101792,4.899492433942272,1.665427701512972,Iris-versicolor
+17,6.179367614897219,3.05400000056477,4.899497426158414,1.6654287424069367,Iris-versicolor
+18,6.214638529391335,3.054796669696304,5.048116462716461,1.7451734376001886,Iris-virginica
+19,6.187001363850914,3.071631145639597,4.967557310431759,1.7366453814240024,Iris-virginica
+20,6.18401561455139,3.0622849371283145,4.935507818563054,1.6904904660415163,Iris-versicolor
+21,6.179366811434352,3.054002131841219,1.5100227091452818,0.26153092248619075,Iris-setosa
+22,6.191307802831217,3.056462063446021,4.982558805877932,1.728810429935033,Iris-virginica
+23,5.109109325928505,3.074008619504626,1.5100433032952671,0.261573252776425,Iris-setosa
+24,6.308591595779377,3.0541838834397805,5.177228080087387,1.762408225813012,Iris-virginica
+25,6.179367395762996,3.0540000000532137,4.899495755452507,1.6654280806506443,Iris-versicolor
+26,6.179932310433811,3.05402057976623,4.904928152772729,1.6673559007292784,Iris-versicolor
+27,6.241067875665429,3.054073548990161,5.065345014178213,1.7326927767081228,Iris-virginica
+28,6.185852260959946,3.0748542029917103,4.9600815201139135,1.7291204797308597,Iris-virginica
+29,5.108948209926643,3.054005320769365,1.5100229662899232,0.26153105268257826,Iris-setosa
+30,5.109170378829613,3.0859543030448457,1.5100337418903598,0.26156269006007765,Iris-setosa
+31,6.191181822671785,3.0593473138688627,4.985977507642787,1.7345159726073784,Iris-virginica
+0,6.1793670274541,3.0540000000722736,4.899493864755476,1.665427919095118,Iris-versicolor
+1,6.179367555478749,3.0540000000342267,4.899495461966886,1.6654279344508292,Iris-versicolor
+2,6.280639957407667,3.054034732891447,5.109369226667873,1.7495693388093754,Iris-virginica
+3,6.179367485954765,3.054000000063359,4.89949640046179,1.6654281875277794,Iris-versicolor
+4,5.1091202314816195,3.074649427076109,1.5100428528345962,0.26157226209270235,Iris-setosa
+5,6.187043982374135,3.0787060354366074,4.97205392696891,1.747712394040415,Iris-virginica
+6,5.109094726317262,3.0729219469376963,1.5100323666175766,0.26155063211225216,Iris-setosa
+7,6.179366947368696,3.054000000073281,4.899493381233436,1.6654278550756338,Iris-versicolor
+8,6.179366881033929,3.0540000000823966,4.899493044677107,1.6654278070849668,Iris-versicolor
+9,6.179396757989409,3.0540000000314484,4.899577948187417,1.6654302874546507,Iris-versicolor
+10,5.1090314506105114,3.060553700663848,1.5100697859280092,0.26159478286300614,Iris-setosa
+11,5.1091893569496385,3.082656190007761,1.5100396694657752,0.26157492731865256,Iris-setosa
+12,6.179367197014097,3.054000000041535,4.899494280226327,1.6654278680097458,Iris-versicolor
+13,6.205542477431545,3.055472295176397,5.032923862708981,1.7509838680010013,Iris-virginica
+14,5.109359252032314,3.061405155095768,1.5104423524803798,0.26192431209687106,Iris-setosa
+15,6.179373680614976,3.0540000005500665,4.8995459589073995,1.6654330608794976,Iris-versicolor
+16,6.17996898219851,3.0582515022367125,1.5109982235443875,0.2622151769078556,Iris-setosa
+17,6.216791575632623,3.056535791155227,5.0759411242536245,1.7723725012896598,Iris-virginica
+18,6.188337918526202,3.0658435910011836,4.976203922605256,1.7416399335522361,Iris-virginica
+19,5.10895492140998,3.0544401030718067,1.5100251499606283,0.2615330882722725,Iris-setosa
+20,6.182861533805754,3.057990722731545,4.921193413115082,1.677032802451511,Iris-versicolor
+21,5.109035937023911,3.065045671359514,1.5100323427468114,0.2615477935013365,Iris-setosa
+22,6.1795926146639015,3.05400000290692,4.900869665798353,1.665603653728534,Iris-versicolor
+23,6.17936730818922,3.0540000000410625,4.899494816364092,1.6654279219469512,Iris-versicolor
+24,6.179367961406605,3.0540000000495526,4.899499216477801,1.6654283441394941,Iris-versicolor
+25,6.179366808878867,3.054000000072763,4.899492743351808,1.6654277496132637,Iris-versicolor
+26,6.179366737745445,3.054000000222933,4.899492358716004,1.6654276959178598,Iris-versicolor
+27,6.231729035467448,3.0545731478703453,5.087613848389661,1.7622954750938267,Iris-virginica
+28,6.179382367048168,3.054000000042021,4.899554390620352,1.6654300565638915,Iris-versicolor
+29,5.1091352694881955,3.0787832596723956,1.5100373483219234,0.2615655463666704,Iris-setosa
+30,6.179367211437998,3.054000000055048,4.899494667943041,1.6654279715133602,Iris-versicolor
+31,6.187103427998231,3.0603374319923837,4.96419421409096,1.7223248394316302,Iris-virginica
+0,6.179367246793,3.0540000000405403,4.8994945071475895,1.6654278865263004,Iris-versicolor
+1,6.179366919603425,3.0540000000474246,4.89949316036865,1.6654277644769833,Iris-versicolor
+2,6.181659294582046,3.057185222016528,1.5173949529815156,1.672646585608382,Iris-setosa
+3,6.1846664223381485,3.054000065170612,4.914906202806618,1.6689652141047935,Iris-virginica
+4,5.108989876974827,3.058751639764363,1.510028510215524,0.2615390151693437,Iris-setosa
+5,6.179366925206343,3.0540000000580836,4.899493268413071,1.665427812590368,Iris-versicolor
+6,6.179368917995115,3.054000000092918,4.899507222698549,1.6654291588139185,Iris-versicolor
+7,6.179367129783687,3.054000002184078,4.899494643316377,1.665428336707821,Iris-versicolor
+8,6.289690494764644,3.055021384617628,5.2085343840768905,1.7879051901855898,Iris-virginica
+9,6.179366779041911,3.054000000098776,4.899492550338297,1.6654277245995337,Iris-versicolor
+10,6.179369878041943,3.054000000031992,4.899504227782928,1.665428389411874,Iris-versicolor
+11,6.17991556390063,3.059636771130412,1.5104286840635923,0.2618883170274251,Iris-setosa
+12,5.109153043696055,3.0808712134893255,1.5100381218973105,0.2615683064810035,Iris-setosa
+13,6.180642611165658,3.0540000023396012,4.90336750434539,1.6658331070156027,Iris-versicolor
+14,6.179779219920985,3.054572275902018,1.5118889001868037,1.6674215028680208,Iris-setosa
+15,6.179368240310866,3.054000000030625,4.899497892090606,1.6654280873222633,Iris-versicolor
+16,6.17936710476679,3.0540000000627483,4.899494324695505,1.66542795555785,Iris-versicolor
+17,5.108948221533497,3.0540115980690743,1.5100229350182064,0.26153105788732856,Iris-setosa
+18,6.184722965608046,3.060581979564651,4.9443232856241295,1.7002120312231368,Iris-versicolor
+19,6.179868058068802,3.0569428240786176,1.5108187404324294,0.2620411786945033,Iris-setosa
+20,5.109125380208767,3.0732286302525096,1.5100456237541708,0.2615760476053799,Iris-setosa
+21,6.1793694958584116,3.0540000000398764,4.899504954434782,1.665428544680463,Iris-versicolor
+22,5.109141050321434,3.079351466673976,1.5100331005963958,0.2615549668909869,Iris-setosa
+23,6.179752345998258,3.0550358736200685,1.5112907022168525,1.6667803186953052,Iris-setosa
+24,6.179461113438799,3.0544584555600367,1.5101789759514697,0.2616165227570486,Iris-setosa
+25,6.179366811606199,3.0540001563397374,1.5100228002839025,1.665427738786463,Iris-setosa
+26,6.181716830634161,3.0540000066561372,4.906023408282869,1.6662685894579679,Iris-virginica
+27,6.179366691172247,3.0540000002783225,4.899492166441327,1.66542765882562,Iris-versicolor
+28,6.186256984248449,3.072507103327328,4.961763133945238,1.728772074201057,Iris-virginica
+29,5.109079398609273,3.0702525590861383,1.51003669968237,0.2615580875417964,Iris-setosa
+30,6.179366833712427,3.054000017266552,4.899492445556273,1.6654277978663676,Iris-versicolor
+31,5.109146405544429,3.0767747018618943,1.5100409798069083,0.2615713923690616,Iris-setosa
+0,6.179366677171274,3.054000000715628,4.89949210725949,1.665427656713255,Iris-versicolor
+1,6.179368350990679,3.0540000000301637,4.899498171693051,1.665428094890096,Iris-versicolor
+2,5.108955281625549,3.0544845097643583,1.5100254093097465,0.26153335921517706,Iris-setosa
+3,6.17936700572076,3.0540000007160293,4.899494032915987,1.6654281232529027,Iris-versicolor
+4,6.196504531118726,3.055748477610651,5.001306007006493,1.7351320460867719,Iris-virginica
+5,6.185302005837462,3.066720330300958,4.951529922426819,1.7121672061616553,Iris-versicolor
+6,6.179424893271489,3.054295042396781,1.5101667306778235,0.26161041129762425,Iris-setosa
+7,6.221695275603087,3.0554046193258335,5.077394994727025,1.7651675026006295,Iris-virginica
+8,6.179366992506623,3.0540010722715256,1.5100228727032228,0.26153097639878714,Iris-setosa
+9,6.180352412173361,3.054000758456349,4.906252121702806,1.667132790712683,Iris-versicolor
+10,6.179429501425456,3.054000000039647,4.8996824187326355,1.6654326584513974,Iris-versicolor
+11,6.184949734078094,3.066608620955457,4.948178745107415,1.707280295439966,Iris-versicolor
+12,6.180112976666696,3.056721410129936,1.5120064812387242,1.6677088048440973,Iris-setosa
+13,6.17936676297838,3.054000000068757,4.899492519852676,1.6654277030768652,Iris-versicolor
+14,6.179366730833042,3.0540000001577625,4.899492348826522,1.6654276931313932,Iris-versicolor
+15,6.285812665106282,3.0540533816851494,5.121878195848581,1.748679417917976,Iris-virginica
+16,5.109222444274088,3.073744189927565,1.5100700868251176,0.26161790678564256,Iris-setosa
+17,6.179366906541158,3.054000013634915,4.899492729781227,1.6654278765249204,Iris-versicolor
+18,5.10894815379186,3.054010313065684,1.5100229003648082,0.26153103970233316,Iris-setosa
+19,6.184353747181686,3.061183083900708,4.942603203870393,1.6996821243764677,Iris-versicolor
+20,6.179366641162507,3.05400000026546,4.899491976674374,1.6654276125413907,Iris-versicolor
+21,6.179367976919508,3.0540000000506504,4.8994987996077155,1.6654283363562457,Iris-versicolor
+22,6.179383432801286,3.0540013781018502,4.899638273363036,1.6654718627313163,Iris-versicolor
+23,6.179367280999088,3.05400000004766,4.899494830110627,1.665427961463889,Iris-versicolor
diff --git a/iris/lct_gan/1/0/test.csv b/iris/lct_gan/1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/0/train.csv b/iris/lct_gan/1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/0/val.csv b/iris/lct_gan/1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/1/synth.csv b/iris/lct_gan/1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9af0f28453049f18d64d864e7b938c0e8d3d5545
--- /dev/null
+++ b/iris/lct_gan/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179395073840301,3.0540000056793812,4.899717317013958,1.6654533867183896,Iris-versicolor
+1,6.268967415280338,3.054403689992429,5.146643420939987,1.7696806830896306,Iris-virginica
+2,6.1828649482375795,3.0583238705768787,4.924655313515719,1.6804791643338661,Iris-versicolor
+3,6.182553407390577,3.0588904700818063,4.922342469937173,1.6793227989872825,Iris-versicolor
+4,5.109156648373854,3.0659219365403456,1.5101003259666972,0.2616488167770208,Iris-setosa
+5,6.179368050146742,3.054000000073117,4.899500743590509,1.665428589624168,Iris-versicolor
+6,6.1793701274813895,3.0540131532687576,1.5100265863900444,0.26153265161780404,Iris-setosa
+7,6.179366902755356,3.0540000000898386,4.899493259675303,1.6654278570810623,Iris-versicolor
+8,6.185191754374139,3.061959414628895,4.949388019251924,1.7075995296004696,Iris-versicolor
+9,6.179690227783861,3.0540000033903754,4.9012165174894955,1.665627638679555,Iris-versicolor
+10,6.179368572819065,3.0540000001237906,4.899505417404767,1.6654291465702125,Iris-versicolor
+11,6.188809634396333,3.055120559896371,4.96289855518173,1.705274404093303,Iris-virginica
+12,6.179366917804479,3.054000001037137,4.899493172388088,1.6654279188699443,Iris-versicolor
+13,6.184620858932839,3.065436125615311,4.944310003356844,1.7021587152284878,Iris-versicolor
+14,6.182275197254487,3.0579966162151417,4.918358657414066,1.6760122123575143,Iris-versicolor
+15,6.1793670459785215,3.054000101667236,1.5100231879233803,1.6654279516137036,Iris-versicolor
+16,6.179369862681207,3.0540000000770378,4.899512167278631,1.665429260479055,Iris-versicolor
+17,5.109103134422311,3.0720764069182227,1.510047399626436,0.2615795650357693,Iris-setosa
+18,6.17936737338954,3.0540000000496255,4.899495264045179,1.6654280126660546,Iris-versicolor
+19,6.179366841767,3.0540000000504572,4.899492863417864,1.6654277361674952,Iris-versicolor
+20,6.17961980118405,3.0540000003263668,4.900548670441792,1.665509592224141,Iris-versicolor
+21,6.179372355111114,3.05400000004646,4.899520223067211,1.6654291921621065,Iris-versicolor
+22,5.109108877797031,3.0752855031176356,1.5100331335203199,0.2615536814305083,Iris-setosa
+23,6.186538546767475,3.0781467537844933,4.967506851573605,1.7417453302543762,Iris-virginica
+24,6.1793681894347054,3.054000000028741,4.899497315281174,1.665428024863561,Iris-versicolor
+25,6.179367020239256,3.054000000682238,4.899494055816891,1.6654281319730384,Iris-versicolor
+26,6.179485387419406,3.0540000002096632,4.900093442070418,1.6654727204359432,Iris-versicolor
+27,6.209805565153997,3.054007229691292,4.988238425935835,1.7096747457715218,Iris-virginica
+28,6.213780941242835,3.057193921978382,5.070920877466443,1.7729292336590197,Iris-virginica
+29,6.179366912836742,3.054000000059793,4.8994932395986295,1.665427813730275,Iris-versicolor
+30,6.1857463316548875,3.069418658726954,4.9560059089264135,1.7191705272953954,Iris-virginica
+31,6.206406658100176,3.0540062308300224,4.9835327450108045,1.7159816277879565,Iris-virginica
+0,6.181820735681373,3.0540006582403887,4.912230023713252,1.6688101765641046,Iris-virginica
+1,5.10902085151522,3.0626278104491402,1.510031651006732,0.2615458229455663,Iris-setosa
+2,6.1793677894733765,3.054000000051124,4.8994981940708655,1.6654283043306723,Iris-versicolor
+3,6.179529577796971,3.0540000022522866,4.900623687267888,1.6655906951639976,Iris-versicolor
+4,6.185516008271542,3.064001647763615,4.95207373872148,1.7113940066366213,Iris-versicolor
+5,5.109093519791711,3.0704163128463002,1.5100392720373792,0.2615624617620703,Iris-setosa
+6,6.17936708551451,3.0540000000488594,4.899493919008601,1.6654278634067068,Iris-versicolor
+7,6.179366826636856,3.054000000380564,4.899492758374199,1.6654277888152669,Iris-versicolor
+8,6.17955924793936,3.054759902637631,1.5104821323519932,1.665955145688658,Iris-setosa
+9,6.196171131982024,3.0540914603500573,4.9743299660351665,1.6997409793513905,Iris-virginica
+10,6.263516410646906,3.054049385557744,5.094117944552956,1.745177692098071,Iris-virginica
+11,6.179370218153745,3.054000000037348,4.899507242353469,1.6654286032034822,Iris-versicolor
+12,6.179366858735919,3.054000000069534,4.899492952701544,1.6654277823259822,Iris-versicolor
+13,6.1793678194385215,3.0540069016411624,1.5100234480129588,0.261531275579283,Iris-setosa
+14,5.109143197217211,3.073224476680788,1.5100483191085945,0.26158043727382096,Iris-setosa
+15,5.109006466867704,3.0605415422095716,1.5100337009062914,0.2615483838351325,Iris-setosa
+16,6.179370837415422,3.0540000000535614,4.899514331151786,1.66542908113208,Iris-versicolor
+17,6.17945342005199,3.054000001777073,4.90015908589706,1.665514824466108,Iris-versicolor
+18,6.184922525988985,3.0651319771061862,4.947587721733785,1.7060131989556304,Iris-versicolor
+19,6.1896375945490645,3.0557159606177713,4.969096840272985,1.7118373227058388,Iris-virginica
+20,5.109025648210441,3.0627463466244413,1.510039702637753,0.2615595154384011,Iris-setosa
+21,6.179386644574752,3.054002544849752,4.899625105281762,1.6654771059210092,Iris-versicolor
+22,5.109054695235277,3.068268851869859,1.510033463503722,0.2615509764713239,Iris-setosa
+23,5.109002296321594,3.0604870849400205,1.5100290236686256,0.26154039909876137,Iris-setosa
+24,6.183286939940963,3.0540224126992332,4.922585138648884,1.6733715509056033,Iris-versicolor
+25,5.109163650721176,3.0726641550258322,1.510059150909992,0.2615996552895863,Iris-setosa
+26,5.108948487627623,3.0540266985745523,1.510023099055301,0.26153117172515294,Iris-setosa
+27,6.1827588794968165,3.0590210326986393,4.921916594735522,1.678090480739279,Iris-versicolor
+28,6.187357914892067,3.0739163764042683,4.9722348196928925,1.7449920211122676,Iris-virginica
+29,6.179367017763855,3.054000000047813,4.899493615342087,1.6654278235860112,Iris-versicolor
+30,5.108975592609555,3.0566642425743407,1.5100415187171181,0.2615546671875024,Iris-setosa
+31,5.109047713526009,3.0671359877215996,1.5100320378560388,0.26154785760422933,Iris-setosa
+0,6.179366989008007,3.054000000047755,4.899493459979639,1.6654278042643234,Iris-versicolor
+1,6.179693939823769,3.0586619680951803,1.510354428098403,0.2618610743480772,Iris-setosa
+2,5.109044335341577,3.0638282900762808,1.5100391060494625,0.2615584213575524,Iris-setosa
+3,5.109042744366595,3.0591643603039143,1.510081879920921,0.2616024445121633,Iris-setosa
+4,5.1090509155439525,3.0670658213379145,1.5100328326408152,0.2615492059322725,Iris-setosa
+5,5.109124851741326,3.0739563134793433,1.5100433019189694,0.26157291879440286,Iris-setosa
+6,6.181302514866336,3.0540001762643083,4.909162933079567,1.6679268786518426,Iris-virginica
+7,5.1089490863113705,3.05403056495944,1.510023458869008,0.2615314034015353,Iris-setosa
+8,5.108973101456352,3.055541725729898,1.5100428208036651,0.2615516540992236,Iris-setosa
+9,6.179367514963418,3.05400000450193,4.899498137074806,1.665429306285419,Iris-versicolor
+10,5.10915636425791,3.0816869459970073,1.5100362173812092,0.261564815361503,Iris-setosa
+11,6.1833293343212885,3.054001490693072,4.919038624765169,1.6718403268566575,Iris-virginica
+12,6.2119556330486265,3.054007481427843,4.994421071219897,1.718801244057043,Iris-virginica
+13,6.182207414072413,3.0540004085977843,4.913296497069221,1.6695406740951997,Iris-virginica
+14,6.179367181621319,3.0540006120363015,1.510023220701773,1.6654280843234675,Iris-setosa
+15,5.10916629682473,3.085279998044367,1.5100339262078426,0.26156249111533797,Iris-setosa
+16,6.190164298283802,3.0603505451241917,4.983163924463643,1.73696900385111,Iris-virginica
+17,5.109036418373559,3.0651304428605077,1.510030457783741,0.26154389618634155,Iris-setosa
+18,5.109131473982049,3.076473814228553,1.5100376973878546,0.2615640843184152,Iris-setosa
+19,6.1793673112957155,3.05400000020446,4.899495388110176,1.6654282417847481,Iris-versicolor
+20,6.179368375641115,3.05400000002664,4.89949745170416,1.66542800504097,Iris-versicolor
+21,6.179387987441355,3.0540000001663783,4.899637551605828,1.6654385230798667,Iris-versicolor
+22,6.184308740124838,3.0611470516660244,4.939158459731666,1.694028842859858,Iris-versicolor
+23,6.186546265230923,3.054000506420888,4.924945375345689,1.6735319697825226,Iris-virginica
+24,6.181318572107824,3.0546649650987963,4.91753050273347,1.6753272292261667,Iris-versicolor
+25,6.18257304690962,3.058836253896505,4.924617506892632,1.6818831470037094,Iris-versicolor
+26,6.220670216806787,3.055112687026561,5.072214247623401,1.763334570948551,Iris-virginica
+27,6.179370856526555,3.0540096484740844,1.5100284032411768,0.2615334628547746,Iris-setosa
+28,5.108950467696118,3.054159556481858,1.5100238852864767,0.26153177104739356,Iris-setosa
+29,6.193902479597754,3.0598606591106225,5.000939925457952,1.7429840677696986,Iris-virginica
+30,6.210909483207595,3.0541018133451625,5.013238767169125,1.7175261703891782,Iris-virginica
+31,6.1793741282737145,3.054000000038437,4.899524049745907,1.6654290743003055,Iris-versicolor
+0,5.109079139435783,3.066875366390239,1.510053937215447,0.2615861908643197,Iris-setosa
+1,6.17937117760484,3.0540000005834558,4.899526530555777,1.6654317187129044,Iris-versicolor
+2,6.180217044766535,3.0542002537747615,4.907625322257067,1.66929763549584,Iris-versicolor
+3,6.181105849693515,3.05400000372421,4.904474539347459,1.6659987057090282,Iris-virginica
+4,6.179407178907454,3.0542550423087627,1.5100781776222134,0.2615660666805405,Iris-setosa
+5,5.109151084195355,3.082310033272391,1.5100341562632222,0.26156061952147136,Iris-setosa
+6,5.108951308367987,3.0541361867672636,1.5100250461667692,0.26153267525621976,Iris-setosa
+7,5.108972821795334,3.056033774659594,1.5100308178824595,0.26154066770318357,Iris-setosa
+8,6.179489760308301,3.0540000001791134,4.90008486843411,1.6654685897117254,Iris-versicolor
+9,6.183036934859273,3.05607250228864,4.930019384360937,1.6844245585893778,Iris-versicolor
+10,6.1793667695236625,3.054000000061924,4.89949254869269,1.665427702310364,Iris-versicolor
+11,6.17936743733584,3.0540002527418366,1.5100237250721091,1.665428390788803,Iris-versicolor
+12,6.188225380665908,3.0674090552789206,4.976586025419702,1.743838908629479,Iris-virginica
+13,6.179366675869617,3.0540000001378456,4.89949210181933,1.6654276359488858,Iris-versicolor
+14,5.109191526315402,3.0750706572054773,1.5100577105919344,0.26159832758729645,Iris-setosa
+15,6.179366681464109,3.0540000020449924,4.899492086817311,1.6654276618749966,Iris-versicolor
+16,6.179613190820507,3.0540000423732887,4.901599021695435,1.6659186651637756,Iris-versicolor
+17,5.109031096810706,3.0647198727602687,1.5100308582279895,0.2615447607090605,Iris-setosa
+18,6.187448778169205,3.0593708089175844,4.966159445601391,1.7226235678258832,Iris-virginica
+19,6.179385062744763,3.0540000000562437,4.8995799171663394,1.6654311970263598,Iris-versicolor
+20,6.1793668303868285,3.0540000000525183,4.899492816329417,1.6654277351696474,Iris-versicolor
+21,6.17947387769914,3.0540000000423144,4.899785553860912,1.6654351682072257,Iris-versicolor
+22,6.180594838140161,3.0540000049855016,4.903895951293338,1.6660279613465045,Iris-virginica
+23,5.1090051457567505,3.058470317788201,1.5100368633273797,0.26154996631987704,Iris-setosa
diff --git a/iris/lct_gan/1/1/test.csv b/iris/lct_gan/1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/1/train.csv b/iris/lct_gan/1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/1/val.csv b/iris/lct_gan/1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/10/synth.csv b/iris/lct_gan/1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35b21047888d6a831d8e7547df7bf662e42d0770
--- /dev/null
+++ b/iris/lct_gan/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366643264394,3.054000000632418,4.899491980844736,1.665427622297982,Iris-versicolor
+1,6.17936936730727,3.054000000031031,4.89950198665498,1.6654282761225945,Iris-versicolor
+2,6.179366733680202,3.054000000231731,4.8994923631169485,1.6654277013629724,Iris-versicolor
+3,6.1793693322343906,3.0540000041500233,4.899513024215698,1.6654321514818338,Iris-versicolor
+4,5.109010315198817,3.059462245049793,1.5100370895203237,0.26155224946184136,Iris-setosa
+5,6.202476273730259,3.054003633203983,4.969113743271323,1.7014495909211773,Iris-virginica
+6,6.1793666270169405,3.0540000071017794,4.899491824824179,1.6654276042939302,Iris-versicolor
+7,5.109090316063537,3.0711040348493857,1.5100385417817657,0.261562297496949,Iris-setosa
+8,6.187134225859564,3.0638002454176037,4.964694706681408,1.725268991118024,Iris-virginica
+9,6.179931521184147,3.0565928892833876,1.5109932517677889,0.26208244928968144,Iris-setosa
+10,5.108958154937468,3.054748661128585,1.5100263872697586,0.26153461619218604,Iris-setosa
+11,6.189551017525498,3.054819503071391,4.96731048788481,1.7108993690553724,Iris-virginica
+12,5.10925126622114,3.064058720736908,1.5101895602833193,0.2617378965441197,Iris-setosa
+13,5.109022322376978,3.06072758076747,1.5100512589335173,0.261573784822268,Iris-setosa
+14,6.179366660180909,3.0540000002158085,4.899492049892296,1.6654276291964423,Iris-versicolor
+15,6.188701607281093,3.0664578132987823,4.9798464906067,1.7464233333844967,Iris-virginica
+16,6.179366680042625,3.054000000067198,4.899492160575596,1.6654276342764631,Iris-versicolor
+17,6.180063038553291,3.0540000013656146,4.902028237005849,1.6656802015923433,Iris-versicolor
+18,5.109063456294622,3.063392146531548,1.5100642711699197,0.261595244756202,Iris-setosa
+19,6.202476634868734,3.056627784920538,5.028545266995963,1.753775640800051,Iris-virginica
+20,5.109194596812182,3.072467578389602,1.5100576905523981,0.2615939807659337,Iris-setosa
+21,6.183011291238774,3.0603586272824996,4.927853768211682,1.6846398006193197,Iris-versicolor
+22,5.10941444961871,3.062591368491975,1.5103416176720685,0.26185031784999163,Iris-setosa
+23,6.179367981612187,3.054000000142751,4.899500761469859,1.6654288283820122,Iris-versicolor
+24,6.183466361623035,3.0604453234327154,4.929377423742408,1.6840188755767735,Iris-versicolor
+25,6.179367383096083,3.05400000003978,4.89949514790192,1.6654279468226296,Iris-versicolor
+26,6.179523307384212,3.054000496143454,4.900605836680772,1.6656390796139828,Iris-versicolor
+27,6.18119447886207,3.0570959524227477,1.515978338126396,1.6715253847145313,Iris-setosa
+28,6.17936891930675,3.0540000000752765,4.8995056221676805,1.6654289297121017,Iris-versicolor
+29,6.179366715982956,3.054000000194904,4.899492264781952,1.66542767767065,Iris-versicolor
+30,6.185680612818426,3.0623709547008247,4.954035593384296,1.713438779004192,Iris-virginica
+31,5.1091525825232775,3.082726272676047,1.5100338101195232,0.26156000672278507,Iris-setosa
+0,6.179368984954039,3.0540000000289256,4.8995000229485655,1.6654281625080258,Iris-versicolor
+1,6.179367070208071,3.0540000080697642,4.899493687361587,1.6654281080448514,Iris-versicolor
+2,5.109168303981273,3.0863577307726264,1.510033712106315,0.2615633982459454,Iris-setosa
+3,6.179375011006576,3.054000006442742,4.899584695745255,1.665441772605338,Iris-versicolor
+4,6.179366983907548,3.054000000046928,4.899493434430839,1.6654277985830597,Iris-versicolor
+5,6.1793667355612305,3.0540000091584845,4.899492136232996,1.665427693737639,Iris-versicolor
+6,5.109007860275905,3.05991174160315,1.5100321898833347,0.2615454016694404,Iris-setosa
+7,5.109052250208639,3.0675318778436433,1.510032529424005,0.26154903604327157,Iris-setosa
+8,6.17936670138693,3.0540000000628162,4.899492255253825,1.6654276478844157,Iris-versicolor
+9,6.179403988934434,3.054000000111978,4.89968993386743,1.6654387088463043,Iris-versicolor
+10,6.179367395551851,3.0540000000561207,4.89949576172921,1.6654280995579043,Iris-versicolor
+11,6.179489997654015,3.054000988533527,4.900530843207298,1.6656820433592563,Iris-versicolor
+12,6.211716905178164,3.0540082548449012,4.995338379367586,1.718608095073428,Iris-virginica
+13,6.1793879302958645,3.054000000185888,4.899639254112047,1.6654386777459684,Iris-versicolor
+14,6.181491156211513,3.054000051034396,4.908240360332645,1.667284688868683,Iris-virginica
+15,6.179367075194489,3.0540000000468166,4.899493877808309,1.6654278497839308,Iris-versicolor
+16,5.1091625162814935,3.083508322614909,1.5100340804004069,0.2615612051516855,Iris-setosa
+17,6.220290932168297,3.055692153849931,5.07802462672505,1.7693737980660018,Iris-virginica
+18,6.232947296376541,3.0547809277299134,5.094178240043143,1.7640967720745346,Iris-virginica
+19,6.179593508294263,3.0540000005429224,4.900594965889157,1.6655318946345758,Iris-versicolor
+20,6.1795013943006385,3.0540000015679474,4.900387481369597,1.6655334261819332,Iris-versicolor
+21,6.179370426068518,3.0540000002058094,4.899519915767116,1.6654303733364306,Iris-versicolor
+22,6.179370491901506,3.0540000000459147,4.899511346903316,1.6654288859185093,Iris-versicolor
+23,6.1793680866024046,3.054000024804341,4.899499357038564,1.665429758232185,Iris-versicolor
+24,6.217303092727555,3.054017211887929,5.008546087107411,1.7140411526088861,Iris-virginica
+25,6.179913585874434,3.0540000001818517,4.900929881166576,1.6654970062518855,Iris-versicolor
+26,6.17936725481617,3.054000000049773,4.8994948933669775,1.6654279816237172,Iris-versicolor
+27,5.109161451378349,3.071755617558672,1.510058859243681,0.2615978819648476,Iris-setosa
+28,5.109294946004932,3.058695118588243,1.5103611951562665,0.26180003576955,Iris-setosa
+29,6.187664989264852,3.0582431524306144,4.9661724714783935,1.720214021204679,Iris-virginica
+30,5.108957604490049,3.054856793602857,1.5100255998519763,0.2615337006098984,Iris-setosa
+31,6.179366832796763,3.0540000000533944,4.8994928512021465,1.6654277429317375,Iris-versicolor
+0,6.198418061677819,3.05872200330567,5.019507221903129,1.751850930754238,Iris-virginica
+1,6.18735317338092,3.0554392811233355,4.958235616392711,1.7058729734460563,Iris-virginica
+2,5.10912820490644,3.0676796113742704,1.5100630515012063,0.2615991799142476,Iris-setosa
+3,6.179409091935369,3.0540000017198308,4.8998358339347226,1.6654680616560003,Iris-versicolor
+4,6.179366789740117,3.0540000000524787,4.8994926404291315,1.6654277040141507,Iris-versicolor
+5,5.108979002109771,3.0569099539113984,1.5100319735653276,0.261543135418075,Iris-setosa
+6,6.188353823957067,3.068692284358186,4.978388592929849,1.7479880228602764,Iris-virginica
+7,6.17936795759391,3.0540008760677844,1.5100245495127027,1.665429067511445,Iris-setosa
+8,6.179445486351013,3.05438308491097,1.5102481384497288,1.6657026333681944,Iris-setosa
+9,6.18805074023416,3.071862927820945,4.977212411891964,1.748825865304438,Iris-virginica
+10,6.184091836382327,3.054000165731936,4.9164929928808965,1.6701164407748703,Iris-virginica
+11,6.181904810879804,3.054368181934875,4.921863495370136,1.6776743156422642,Iris-versicolor
+12,5.108977291457128,3.056732307621014,1.5100287006927398,0.26153881305971327,Iris-setosa
+13,6.186593936904092,3.0725733705053115,4.964768146863606,1.7338755140688038,Iris-virginica
+14,5.109107435964344,3.068372871472985,1.5100618499516136,0.26160049487529985,Iris-setosa
+15,6.184718069671855,3.0560654037862705,4.942495357363054,1.6939602782333263,Iris-versicolor
+16,5.109440404118748,3.0643717954004552,1.5102493279039044,0.2617857293199997,Iris-setosa
+17,5.108956642017345,3.0545083440516234,1.51002560768027,0.26153361931468466,Iris-setosa
+18,5.108990349702866,3.057994495156714,1.510033267322072,0.261545571489893,Iris-setosa
+19,6.179367054191646,3.054000000071175,4.899494035346517,1.6654279388415392,Iris-versicolor
+20,5.109162395053738,3.082850367875827,1.510037767774285,0.2615698535554337,Iris-setosa
+21,6.189162907304063,3.0545682013165805,4.9601901295386766,1.6990036461570472,Iris-virginica
+22,6.180974399994263,3.057423587528559,1.5154675395480237,1.6714067767197915,Iris-setosa
+23,6.179372609871312,3.0540000000470022,4.8995201621024576,1.6654291719802237,Iris-versicolor
+24,6.190619299298801,3.054000496959317,4.932673614726485,1.6768111949880045,Iris-virginica
+25,5.108985849892664,3.0575471743987763,1.5100315957219694,0.26154328007983396,Iris-setosa
+26,6.179370389287925,3.0540000011558828,4.899516341229855,1.6654314228710012,Iris-versicolor
+27,6.190212341553125,3.0572322728881316,4.977586810491111,1.7247703013233011,Iris-virginica
+28,6.181331959678447,3.0540001134705617,4.908740440978952,1.6675952107294347,Iris-virginica
+29,6.179368560059813,3.0540000000374072,4.899500386918766,1.6654283102733523,Iris-versicolor
+30,6.17936721882518,3.0540000000587844,4.899494877254035,1.6654280082978967,Iris-versicolor
+31,6.179369671266894,3.0540000001597836,4.899514029299008,1.6654298533270133,Iris-versicolor
+0,6.17960135242414,3.054000000120158,4.900289466315677,1.6654675769992786,Iris-versicolor
+1,6.223694039025551,3.056107595542429,5.093070971710284,1.7767642785070341,Iris-virginica
+2,6.183723091688775,3.0605046804679774,4.936580364772986,1.6930909316238643,Iris-versicolor
+3,6.179366870276385,3.0540000000493,4.899492978368091,1.6654277480188278,Iris-versicolor
+4,6.179374415747518,3.0540000202161584,4.899576353253483,1.6654428783081392,Iris-versicolor
+5,6.179367549139804,3.0540000000736307,4.899496673728753,1.6654282460590628,Iris-versicolor
+6,6.179366693458226,3.0540001576759668,1.5100226733487863,1.6654276528429262,Iris-setosa
+7,5.109165156799578,3.084722276396516,1.5100341070605756,0.26156263113185413,Iris-setosa
+8,6.179366693835985,3.054000016891618,1.510022749565703,1.6654276688163585,Iris-versicolor
+9,5.109131024543882,3.078445218500997,1.5100370542166845,0.26156389509586986,Iris-setosa
+10,6.179366776367174,3.05400000005248,4.899492585489938,1.6654276944831812,Iris-versicolor
+11,6.179839528042063,3.054000000420509,4.901107007865164,1.6655429323128943,Iris-versicolor
+12,6.179688960836187,3.0540000031832872,4.901302508288662,1.6656625054535497,Iris-versicolor
+13,5.109173796419791,3.085105129455072,1.5100365328494705,0.26157052959942956,Iris-setosa
+14,6.179412841712788,3.054000001969541,4.899882048893713,1.6654779970550717,Iris-versicolor
+15,6.179367245915655,3.054000000040396,4.899494424787082,1.6654278771969313,Iris-versicolor
+16,6.195946607032469,3.0540014161705975,4.948763286809652,1.6879678326479965,Iris-virginica
+17,6.179366809261477,3.0540000000624863,4.899492714371624,1.6654277336199175,Iris-versicolor
+18,6.179366747358799,3.0540000000633802,4.899492459954906,1.6654276881741648,Iris-versicolor
+19,6.179366919637977,3.054000038643327,1.5100231346582549,1.665427901143713,Iris-versicolor
+20,6.180279140714793,3.055437267727741,1.5135088558090277,1.6692327389055386,Iris-setosa
+21,6.179395706510749,3.054000060818611,4.899729641579509,1.6654640295537158,Iris-versicolor
+22,6.184850791896211,3.0635647274365736,4.946467227414436,1.7038028600623414,Iris-versicolor
+23,5.109152707773596,3.0771412754951606,1.510040828097281,0.26157144848534536,Iris-setosa
diff --git a/iris/lct_gan/1/10/test.csv b/iris/lct_gan/1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/10/train.csv b/iris/lct_gan/1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/10/val.csv b/iris/lct_gan/1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/11/synth.csv b/iris/lct_gan/1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32d4b5f5abce2276e82c58260c07a5b5b697c856
--- /dev/null
+++ b/iris/lct_gan/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179753351765427,3.0540380336848605,4.902773534437713,1.6665868647557094,Iris-versicolor
+1,6.180176626538739,3.0577175569696213,1.511137403689144,0.26222139738536865,Iris-setosa
+2,6.180963167925344,3.056530039545083,1.5145453009017855,1.6695578466548557,Iris-setosa
+3,6.179367827649858,3.0540000000398306,4.8994972931323675,1.6654281456988176,Iris-versicolor
+4,6.179379837669502,3.054000004503811,4.899605692059878,1.665441460415128,Iris-versicolor
+5,6.179367217043937,3.0540000000408223,4.899494302286585,1.6654278661139916,Iris-versicolor
+6,5.1089754715419335,3.0566747941356813,1.5100338560734667,0.2615454199251719,Iris-setosa
+7,6.1897323243783005,3.066173935185605,4.987173674615813,1.7518641705950406,Iris-virginica
+8,6.20931093651165,3.0547904302829694,5.035036068385131,1.7420817749028623,Iris-virginica
+9,6.179366711064197,3.054000422243661,1.5100226618202666,0.2615308907694586,Iris-setosa
+10,6.179366943128945,3.054000000048453,4.899493296813581,1.6654277863798281,Iris-versicolor
+11,6.239204027442371,3.0544720377295036,5.098658779033595,1.7621565709582114,Iris-virginica
+12,6.179371287391054,3.0540000000856122,4.899523107393759,1.665429751646344,Iris-versicolor
+13,6.179366638940878,3.0540000013450843,4.899491940807658,1.665427620767805,Iris-versicolor
+14,6.190934895284693,3.0620982493735958,4.989782308158431,1.7444085219479488,Iris-virginica
+15,6.2312709668669415,3.0543857661179867,5.078288020838996,1.753337362265136,Iris-virginica
+16,5.1089646071880646,3.055512215347401,1.5100277675252198,0.26153697979529866,Iris-setosa
+17,5.109219924561006,3.0596250038846353,1.5103189003596709,0.261813177609318,Iris-setosa
+18,6.179366982469958,3.054000000053136,4.89949351992989,1.6654278336503678,Iris-versicolor
+19,6.179366749245848,3.0540000002271506,4.899492421704894,1.6654277106040243,Iris-versicolor
+20,6.355493550392243,3.054111718929506,5.217539536172589,1.7661230158428156,Iris-virginica
+21,6.179367616155749,3.0540000000583025,4.89949697255253,1.665428227927041,Iris-versicolor
+22,6.17939656571792,3.054000000035366,4.899587045053122,1.6654306469744198,Iris-versicolor
+23,6.179896656375464,3.055458418946529,1.511635469861264,1.6671943784643202,Iris-setosa
+24,6.179369330564123,3.054000618737224,1.510030780043072,1.6654337628625995,Iris-versicolor
+25,6.193743150600767,3.0540012812767365,4.943333490941022,1.6816110141151983,Iris-virginica
+26,6.179366586619947,3.0540000014022,4.899491756407534,1.6654275723495795,Iris-versicolor
+27,5.109118332883039,3.076776789917136,1.5100338544203091,0.26155600172420607,Iris-setosa
+28,6.179366676859024,3.0540000022502345,4.899492061766698,1.6654276535183845,Iris-versicolor
+29,6.179670246451259,3.0551912708326276,1.5104346686673478,0.26177165692651605,Iris-setosa
+30,6.1793666362453115,3.0540000070621205,4.899491851131565,1.6654276141064663,Iris-versicolor
+31,6.179747447404075,3.055579535910616,1.510698939687409,0.26189323514510976,Iris-setosa
+0,6.179539901769074,3.056456329142426,1.5101818859955483,0.2616739995996331,Iris-setosa
+1,6.179366606827146,3.0540000306639925,1.5100226198596371,1.665427593015115,Iris-versicolor
+2,6.179368247703579,3.054000603033905,1.5100248767903193,1.6654292495307317,Iris-setosa
+3,6.17936707908114,3.054000000049765,4.899493973787681,1.6654278738390675,Iris-versicolor
+4,6.179368255966574,3.054000000055341,4.899500585910699,1.6654284797189638,Iris-versicolor
+5,5.108948307110246,3.05400770597434,1.5100230546809992,0.26153110379091465,Iris-setosa
+6,6.1793667322931,3.0540000000560465,4.899492397660862,1.665427665844172,Iris-versicolor
+7,6.179370783816759,3.0540006604110275,1.5100340438524986,1.6654352489490944,Iris-versicolor
+8,6.179366789219084,3.054000000367043,4.899492632590313,1.6654277692314159,Iris-versicolor
+9,6.1794602033593815,3.054000000308544,4.900026336311079,1.665471904103907,Iris-versicolor
+10,6.179505797582161,3.0540000002454297,4.9001608883481,1.6654759254273332,Iris-versicolor
+11,5.108991866904168,3.0582112858419888,1.510033226570054,0.26154595303278466,Iris-setosa
+12,6.21270984356547,3.0559503405925956,5.0594645967556655,1.7651665955834428,Iris-virginica
+13,6.272711475900788,3.054294851722885,5.145912821198283,1.7685690845877122,Iris-virginica
+14,6.179366773539908,3.0540000002532186,4.899492556364048,1.6654277454651267,Iris-versicolor
+15,5.109011709318012,3.059722515017964,1.5100386795843834,0.26155417509512335,Iris-setosa
+16,6.1794414355041285,3.0540000000553773,4.8997541501796205,1.6654366792897273,Iris-versicolor
+17,5.109261157447797,3.060953998321156,1.5103567588683375,0.261863488182527,Iris-setosa
+18,6.179722503118996,3.0540000008726658,4.90107472320869,1.6655833954650061,Iris-versicolor
+19,5.109132919619517,3.0781928890189203,1.510032807416157,0.2615534728335811,Iris-setosa
+20,6.203972774405528,3.054006861615052,4.9717577649262585,1.6908126790030678,Iris-virginica
+21,6.179366742113449,3.054000008926727,4.899492231400727,1.6654277213705362,Iris-versicolor
+22,5.109033208944619,3.0641248373881647,1.510032591957536,0.2615477641291087,Iris-setosa
+23,6.185182083810822,3.060137360640722,4.9487532875886595,1.705318051848418,Iris-versicolor
+24,6.194232678685027,3.054582103154104,4.984061922045713,1.7180003413559977,Iris-virginica
+25,6.179366717903878,3.0540000001550434,4.899492297978255,1.665427684573454,Iris-versicolor
+26,6.179390055470303,3.0540000002181307,4.899656987520792,1.6654407117297472,Iris-versicolor
+27,6.1854265024009925,3.0661973883766276,4.9523616462477404,1.7128739422078847,Iris-versicolor
+28,6.18188783894009,3.0574561785773686,1.517665429427514,1.67266570230065,Iris-setosa
+29,6.1846981798657215,3.0656108114796488,4.944230894448049,1.7012891695972692,Iris-versicolor
+30,6.186128940440584,3.0640822914514714,4.9569326597405805,1.7170074315994501,Iris-virginica
+31,6.186450053897322,3.0676413598765566,4.961040288446205,1.7251456759324713,Iris-virginica
+0,6.181503612700216,3.0540000184254987,4.907025934932168,1.6667846612847848,Iris-virginica
+1,6.206404650226025,3.057589214420774,5.047438891989151,1.76659080180016,Iris-virginica
+2,6.1793667139263775,3.0540000004015835,4.89949228110644,1.6654276908385857,Iris-versicolor
+3,6.186400868649576,3.0552081756079232,4.951135065759206,1.6983993214866064,Iris-virginica
+4,6.187735072438879,3.0612418392315397,4.9699747643720125,1.730165820301034,Iris-virginica
+5,6.318663761814312,3.0541678395646703,5.1836411389403585,1.7584980159939751,Iris-virginica
+6,5.109188320230058,3.061751526754326,1.510267486098595,0.26180180281117843,Iris-setosa
+7,6.18198995589868,3.054021992394413,4.918764429428922,1.673733841465592,Iris-versicolor
+8,5.108971921352891,3.056170461581088,1.5100285359963024,0.2615383397349904,Iris-setosa
+9,6.179366792146966,3.054000000167544,4.899492672253586,1.6654277672311897,Iris-versicolor
+10,6.187721280156123,3.0540003069191077,4.925487834647883,1.6737819460029977,Iris-virginica
+11,6.179366793261732,3.054000000100133,4.899492628986694,1.665427739279998,Iris-versicolor
+12,6.183037088238549,3.054000033527063,4.910819766164809,1.6676996029426672,Iris-virginica
+13,6.1821449155035575,3.0549636158607,4.922950771514432,1.6782300113040303,Iris-versicolor
+14,6.17949860431201,3.054000000065988,4.899931349281105,1.6654439207333387,Iris-versicolor
+15,6.179366735895394,3.054000000503149,4.899492366543277,1.6654277131739053,Iris-versicolor
+16,6.179366942507808,3.054000000065356,4.8994934030690755,1.6654278474484585,Iris-versicolor
+17,6.179420856319155,3.054000000091559,4.899746681371443,1.6654403201079861,Iris-versicolor
+18,5.108949586535998,3.054093392759556,1.5100236206095055,0.26153154032275727,Iris-setosa
+19,6.181479241604819,3.057268728529545,4.914520394839928,1.6743652184130198,Iris-setosa
+20,5.1089988816234335,3.0574804025135314,1.5100615018314871,0.2615751077990988,Iris-setosa
+21,6.179366654924464,3.0540000269389287,1.510022670722718,1.6654276279362943,Iris-versicolor
+22,6.1794708060286,3.054000000185326,4.900008935188634,1.6654630786755291,Iris-versicolor
+23,6.179418431336164,3.0540000026896617,4.899912277469165,1.6654816178210858,Iris-versicolor
+24,6.179366722135927,3.0540000000850425,4.899492316811229,1.6654276749854318,Iris-versicolor
+25,6.179366796726944,3.0540009943681787,1.5100226999409652,0.26153091114653626,Iris-setosa
+26,5.10916239546368,3.083680447914974,1.5100346704088736,0.261563374822837,Iris-setosa
+27,6.179366961079462,3.054000000045321,4.899493318366588,1.6654277762229477,Iris-versicolor
+28,6.185810638704837,3.054000300223958,4.921369306228568,1.671616321751946,Iris-virginica
+29,6.180072492904118,3.0594002260258324,1.5107071280320123,0.2620907725847693,Iris-setosa
+30,6.179366689292602,3.0540000023657625,4.899492096519628,1.665427663698925,Iris-versicolor
+31,6.179366671404381,3.054000000139547,4.8994920904593835,1.665427633842383,Iris-versicolor
+0,6.182118127638804,3.0561411458972656,4.920680974926197,1.6774568492994915,Iris-versicolor
+1,6.179366816046074,3.0540000000521097,4.8994927514037,1.6654277233148298,Iris-versicolor
+2,6.180863481853975,3.057143812677368,1.5149059490000276,1.6705270483524601,Iris-setosa
+3,6.258833222666408,3.054796629800684,5.147233693903035,1.7769972448926092,Iris-virginica
+4,6.179367063293136,3.0540000018533697,4.899494355605553,1.6654282470050605,Iris-versicolor
+5,6.179368063141564,3.0540000001176657,4.899501713780764,1.6654288099543224,Iris-versicolor
+6,5.1090781379072245,3.071238805372454,1.5100325094804894,0.2615505717255536,Iris-setosa
+7,5.109207267220056,3.0670491177009396,1.5101336774585306,0.2616951256798907,Iris-setosa
+8,5.109134430975932,3.078186386586291,1.5100329411867026,0.26155373198271,Iris-setosa
+9,6.179366959806975,3.0540003462120424,1.5100229287239946,1.6654278478250255,Iris-setosa
+10,6.187343656894057,3.0540084522948896,4.937554341426387,1.6828110728940213,Iris-virginica
+11,6.230839725696069,3.0540203780021824,5.042884700200168,1.7518290318356904,Iris-virginica
+12,6.193517708164273,3.0540009061159616,4.941358116380904,1.6827830352962057,Iris-virginica
+13,5.108960874374334,3.0550153740129686,1.510026193571846,0.26153460139814494,Iris-setosa
+14,6.179925735691733,3.0540000203657782,4.9026821451770095,1.6659298687020545,Iris-versicolor
+15,6.179366673144604,3.054000001142695,4.899492112150701,1.6654276626892035,Iris-versicolor
+16,6.179444453159673,3.054692802883843,1.510122941778732,0.2616015388750343,Iris-setosa
+17,5.109139957798398,3.079571783065479,1.510035913550666,0.2615628122131921,Iris-setosa
+18,6.17936666508403,3.054000000255448,4.899492062133778,1.6654276337858034,Iris-versicolor
+19,5.109160029863449,3.083379491055438,1.5100350037906112,0.26156412712173926,Iris-setosa
+20,6.413242108100248,3.054106960672502,5.266083921838224,1.761288105264722,Iris-virginica
+21,6.261492702176826,3.054043638720736,5.086700823835705,1.7385642382725757,Iris-virginica
+22,6.212208959837398,3.0540080216372694,4.99586778152567,1.7202791959360422,Iris-virginica
+23,6.310914795411428,3.0540457738155795,5.151209769380381,1.7592196036309717,Iris-virginica
diff --git a/iris/lct_gan/1/11/test.csv b/iris/lct_gan/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/11/train.csv b/iris/lct_gan/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/11/val.csv b/iris/lct_gan/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/12/synth.csv b/iris/lct_gan/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52bfd5cfb34c4004ae2121e657f20afdc8485c92
--- /dev/null
+++ b/iris/lct_gan/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.295726956458633,3.054715064488792,5.203958330326314,1.7854934902142305,Iris-virginica
+1,5.1091989762049055,3.079823532979409,1.5100432966122213,0.26157906008255777,Iris-setosa
+2,5.1091566599291145,3.082530333564779,1.5100381476164757,0.2615697087201162,Iris-setosa
+3,6.293539812610055,3.054073615235505,5.1389790524431245,1.7547070299951961,Iris-virginica
+4,6.216959076956277,3.057010161445284,5.07984424731565,1.7744632150565258,Iris-virginica
+5,6.329655244184334,3.0540631394091817,5.172012101206982,1.7551134389478147,Iris-virginica
+6,5.109004759526631,3.059884144902353,1.5100301349106773,0.2615420646334473,Iris-setosa
+7,6.185384539225585,3.0685615450535635,4.952690232280915,1.713815618543998,Iris-versicolor
+8,5.109099736855272,3.0653784424855517,1.5100643191322978,0.2615984771918272,Iris-setosa
+9,6.241022174218771,3.0540220951504744,5.055334862205008,1.745744062340701,Iris-virginica
+10,6.186053168986973,3.067435192997402,4.958446881984961,1.722548833524892,Iris-virginica
+11,6.181684477541834,3.0573502065540468,1.517252586995403,1.6726431239348751,Iris-setosa
+12,6.17947108853841,3.0540000004092445,4.900088169898683,1.665478242936027,Iris-versicolor
+13,6.179367837068747,3.0540000000812455,4.899499354493531,1.6654285310651051,Iris-versicolor
+14,5.10899751500243,3.0596089321379316,1.5100291094471865,0.2615403607510784,Iris-setosa
+15,6.2063833862810185,3.0551211666317752,5.0333134633758165,1.7503822937459859,Iris-virginica
+16,6.182249177157584,3.0588335041676293,4.919080147483987,1.6767514370742098,Iris-versicolor
+17,6.185672773045915,3.0676828730550096,4.95509463533048,1.7178653393518757,Iris-virginica
+18,6.179374200384033,3.0540000001829326,4.899550236772901,1.6654318990540682,Iris-versicolor
+19,6.188371526016991,3.0688529905558406,4.978836675594633,1.7483942034272724,Iris-virginica
+20,6.183493447008724,3.0607846935860734,4.930820225659738,1.6861201815425468,Iris-versicolor
+21,6.179366793544855,3.054000000055937,4.899492653981392,1.6654277128857797,Iris-versicolor
+22,6.1841047286076085,3.0575890095595333,4.93767878764112,1.691120368270353,Iris-versicolor
+23,6.439935902554941,3.054115744500684,5.300051081693365,1.7625558020769794,Iris-virginica
+24,6.1821793238781755,3.0540001178827474,4.9112973407471054,1.668478372425986,Iris-virginica
+25,6.180690016603778,3.0568647339116706,1.5138564004255237,1.669261662721136,Iris-setosa
+26,6.179366688474809,3.054000000129478,4.8994921541336245,1.6654276466090463,Iris-versicolor
+27,5.1089504888295885,3.054099177379175,1.5100242859068633,0.2615320773345253,Iris-setosa
+28,6.179552474436042,3.0546960818208215,1.5106666811104619,1.6661646840425721,Iris-setosa
+29,6.179366652176717,3.054000013525607,1.5100226883437058,1.6654276302342543,Iris-versicolor
+30,6.179366747629347,3.054000000098047,4.899492406531739,1.6654276926969271,Iris-versicolor
+31,6.179366821894412,3.0540000292806653,1.5100229718500262,1.665427802491287,Iris-versicolor
+0,5.109087618704329,3.072049617990531,1.5100330969284022,0.2615520021380277,Iris-setosa
+1,6.190786076253968,3.054000810636142,4.935404702769087,1.6778116390231064,Iris-virginica
+2,6.179367192372693,3.0540000138285155,4.899494674514401,1.6654284047471735,Iris-versicolor
+3,5.108957953288073,3.0546727202941364,1.5100260797724219,0.2615343093928561,Iris-setosa
+4,5.108952264437338,3.0542634852381805,1.5100244329536814,0.2615323048602701,Iris-setosa
+5,6.179800411272278,3.058177799682374,1.5105466050546694,0.261968413393655,Iris-setosa
+6,6.181817994201118,3.054000014765765,4.907288333970417,1.6667317613630113,Iris-virginica
+7,6.179367893429486,3.0540000000350718,4.899497070547737,1.6654280832380741,Iris-versicolor
+8,6.239062790228102,3.0555001121332137,5.1219049855063234,1.7786081335171724,Iris-virginica
+9,6.179374208146272,3.0540000000726897,4.899539740832378,1.665430048678287,Iris-versicolor
+10,6.187250200112808,3.0540056476769135,4.934832664783157,1.679298624369139,Iris-virginica
+11,6.1793667124204905,3.054000000063409,4.89949230480448,1.6654276583801517,Iris-versicolor
+12,6.179651971811685,3.0540000001481746,4.900447506008464,1.6654798928054892,Iris-versicolor
+13,6.179368419856293,3.0540000071876165,4.899503074541926,1.6654304779659126,Iris-versicolor
+14,6.179366677790858,3.054000004255161,4.899492015931349,1.665427651521556,Iris-versicolor
+15,5.108969345988481,3.056067987493021,1.5100285368880955,0.26153804453381824,Iris-setosa
+16,6.191560651355521,3.0540006464231033,4.935277170490838,1.6769123200633407,Iris-virginica
+17,6.180500582653764,3.054000043721027,4.9050847302396905,1.6663855026580603,Iris-versicolor
+18,6.198712714420826,3.055795624473229,5.010710346264199,1.7404775225119593,Iris-virginica
+19,6.179366670648033,3.054000000071546,4.899492108264163,1.6654276265835977,Iris-versicolor
+20,6.179367378806205,3.0540000000355567,4.899494777717611,1.6654278805721947,Iris-versicolor
+21,5.108977079587188,3.0563980018468198,1.5100338777037472,0.26154479074635295,Iris-setosa
+22,6.192194364324851,3.058751662303124,4.990316969444003,1.735596843455113,Iris-virginica
+23,6.245352740456282,3.0540260040675267,5.064554018891577,1.7495377693910399,Iris-virginica
+24,5.108948358247501,3.0540094371551176,1.510023091956015,0.2615311464305477,Iris-setosa
+25,6.179366952126905,3.0540000000519822,4.899493358262684,1.6654278072049713,Iris-versicolor
+26,6.180267387069191,3.0540000011921333,4.902329124680968,1.665689297865423,Iris-versicolor
+27,6.186605215161087,3.073177488193256,4.965026538240346,1.7339067637472676,Iris-virginica
+28,6.181473892502588,3.054000008386988,4.905962840768847,1.6663624230674106,Iris-virginica
+29,6.197482950066074,3.054423805635632,4.9926353066533435,1.7200758120138866,Iris-virginica
+30,6.179366862408361,3.0540000594580436,1.510022950350174,1.6654278074561821,Iris-versicolor
+31,6.179366841804383,3.0540000001905243,4.899492900744787,1.6654278170810943,Iris-versicolor
+0,6.179572560824733,3.0540000005100247,4.900524197579008,1.6655274287716624,Iris-versicolor
+1,6.181308611692535,3.05599288632805,4.914400851307657,1.6741236981702186,Iris-versicolor
+2,6.193210865951938,3.0540017664506536,4.94349869695715,1.6809913647694867,Iris-virginica
+3,6.23813482330188,3.0543077999896915,5.085699325874244,1.7506188490484864,Iris-virginica
+4,6.180711202726231,3.056199909680133,1.5151701596678298,1.6711418249277827,Iris-setosa
+5,6.179538135075118,3.054000000131953,4.900163061314364,1.665464685372207,Iris-versicolor
+6,6.205836092772908,3.0540155373708484,4.984621059223071,1.7023209995265456,Iris-virginica
+7,6.1855975398141245,3.0607369456227813,4.951480554790718,1.7078016280378354,Iris-virginica
+8,6.456887402388066,3.0542283450202534,5.328017458268759,1.7703182509187547,Iris-virginica
+9,5.10913782782557,3.0797708341357155,1.5100341078543473,0.2615581080508717,Iris-setosa
+10,5.109046581014339,3.066205412175643,1.5100327454619513,0.2615490913530187,Iris-setosa
+11,6.181504904572023,3.056899726747229,1.5170033168532486,1.6725187385995486,Iris-setosa
+12,5.109130329101637,3.0736869028360396,1.5100477527636482,0.2615805067964068,Iris-setosa
+13,6.179368517197291,3.054000000682238,4.899505319661468,1.6654299940539614,Iris-versicolor
+14,6.179408210984942,3.0540000000479717,4.899646097492577,1.6654326939857056,Iris-versicolor
+15,6.18002537993239,3.054000218594497,4.9044577829136875,1.666783393642622,Iris-versicolor
+16,6.181023428551135,3.057012873743717,1.5158261047891748,1.6716171011178826,Iris-setosa
+17,5.109060498070911,3.066794977873358,1.5100440649864828,0.2615698509097601,Iris-setosa
+18,6.179366793392496,3.0540000001022523,4.899492664551121,1.6654277489706253,Iris-versicolor
+19,6.179406473910181,3.054000000490211,4.899736005754976,1.6654465116627637,Iris-versicolor
+20,6.259853535071311,3.054034746509663,5.0825150961488585,1.7407024562489253,Iris-virginica
+21,6.179387987587054,3.0540000000258978,4.899545711628548,1.6654293725450888,Iris-versicolor
+22,6.17936712902536,3.0540000000576257,4.899494332738999,1.665427941784975,Iris-versicolor
+23,6.182275782012975,3.0550203639337243,4.924961254346255,1.6804556732412643,Iris-versicolor
+24,6.179373964201192,3.054000000030974,4.899519536812215,1.665428823040575,Iris-versicolor
+25,5.109394913079801,3.067379328262705,1.5101397982325506,0.26168997965507,Iris-setosa
+26,6.182075473036595,3.05400002451321,4.908553397233238,1.667142500874081,Iris-virginica
+27,6.197689913088589,3.054002850422239,4.956777418551627,1.690689889104447,Iris-virginica
+28,5.1089480939846315,3.054002696798908,1.5100228445663844,0.2615309858814839,Iris-setosa
+29,6.183557819244864,3.0540459362688583,4.9270048412281895,1.6774021036344482,Iris-versicolor
+30,5.108988269323502,3.0581488160428028,1.5100298651875144,0.26154123329905604,Iris-setosa
+31,6.179366700129804,3.0540000001245478,4.899492192778388,1.6654276552074598,Iris-versicolor
+0,6.182477596894969,3.0580176199257867,4.919218409070189,1.6760271626434968,Iris-versicolor
+1,6.214895846829982,3.054009370147267,5.0028176903617405,1.7255047960106218,Iris-virginica
+2,5.109038209355763,3.065359172649614,1.5100326313596617,0.26154859171594846,Iris-setosa
+3,6.179381171362488,3.054005829498261,1.5100619195282687,1.6654601859906448,Iris-versicolor
+4,6.3345274735161885,3.05407059711677,5.177967609715005,1.7535076531105889,Iris-virginica
+5,6.1793689475273315,3.054000000262173,4.8995102244813316,1.6654298185317007,Iris-versicolor
+6,6.181028707064041,3.056903411834698,1.5151206287198675,1.6705389668193038,Iris-setosa
+7,6.1793700168948495,3.054000000023593,4.899501279448121,1.6654281160834425,Iris-versicolor
+8,6.179746174791824,3.054002840552687,4.902676874715194,1.6663019293236883,Iris-versicolor
+9,6.179366924875881,3.0540000000685334,4.899493311692748,1.6654278382942052,Iris-versicolor
+10,6.17936790704234,3.0540000000916634,4.899500000159302,1.6654286027892784,Iris-versicolor
+11,6.180549711952934,3.0543540401702254,4.9092661950472625,1.6700334915246033,Iris-versicolor
+12,6.198783911686136,3.0550799319680153,5.004731712603437,1.7297707784271132,Iris-virginica
+13,6.179366638273763,3.0540000002094834,4.899491973962308,1.6654276096851766,Iris-versicolor
+14,6.186200489781049,3.0717703208805838,4.961349732756141,1.729087827112143,Iris-virginica
+15,6.188339176236261,3.0540022464886545,4.934501152148716,1.678567612562562,Iris-virginica
+16,5.1091698645564385,3.0852260885472105,1.5100336857622145,0.26156144091708483,Iris-setosa
+17,6.186697842299893,3.061619377972168,4.960727017042306,1.7192440283140251,Iris-virginica
+18,5.108963381934855,3.055458450037945,1.5100265010231726,0.26153527375402214,Iris-setosa
+19,6.179679923615986,3.0546099565854785,1.5113469672171367,1.6667836010249237,Iris-setosa
+20,5.1089497012222855,3.0540553724979618,1.510023715828409,0.2615316310682509,Iris-setosa
+21,6.180304110599396,3.056577116980227,1.5133715838915753,1.6691063817050604,Iris-setosa
+22,5.1089595582643605,3.054924017973858,1.5100259214621665,0.26153421371908436,Iris-setosa
+23,6.179706838389017,3.058534433721916,1.5102806825028479,0.2617726363916491,Iris-setosa
diff --git a/iris/lct_gan/1/12/test.csv b/iris/lct_gan/1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/12/train.csv b/iris/lct_gan/1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/12/val.csv b/iris/lct_gan/1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/13/synth.csv b/iris/lct_gan/1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70cc763ec2c2cf49dbe3643d7e961f8424135d5f
--- /dev/null
+++ b/iris/lct_gan/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366727407425,3.054000001502921,4.899492354340059,1.6654277254796672,Iris-versicolor
+1,6.183485770375987,3.0540003536800904,4.9167332899825,1.6705291702995921,Iris-virginica
+2,6.179366950478426,3.0540000027282215,4.899493208335721,1.665427927191409,Iris-versicolor
+3,6.213918544762631,3.054016691153872,5.001863161849232,1.7108539072658844,Iris-virginica
+4,6.179368452992698,3.054000000044067,4.899501274232103,1.6654284167623705,Iris-versicolor
+5,6.179446273743349,3.054000001006294,4.900053524331314,1.6654887278465822,Iris-versicolor
+6,5.1089625886924415,3.055396757322926,1.5100264736880578,0.2615350872537203,Iris-setosa
+7,6.1793666773648654,3.054000000600566,4.89949210422839,1.6654276523139449,Iris-versicolor
+8,6.184237157319805,3.0638066077879307,4.9397940481136775,1.6965141841438722,Iris-versicolor
+9,6.179366776339749,3.054000000065179,4.899492598097449,1.6654277153334405,Iris-versicolor
+10,6.179366726405273,3.0540000010653103,4.899492298485028,1.6654277053477926,Iris-versicolor
+11,6.1793666516506525,3.054000000214735,4.899492024805566,1.66542762392652,Iris-versicolor
+12,6.185933915205949,3.072356892142872,4.9593275700962955,1.7259959099279802,Iris-virginica
+13,5.108948704223014,3.054039809910931,1.5100232273584133,0.2615312447845862,Iris-setosa
+14,5.108984065648894,3.055562673496117,1.5100552852959461,0.26156074095993304,Iris-setosa
+15,6.203327842439376,3.055613932575815,5.02840382710828,1.7538273407796856,Iris-virginica
+16,6.179395500322924,3.05400000003735,4.899588984938977,1.6654306853669334,Iris-versicolor
+17,6.180564863123782,3.0540321424840684,4.910768152768709,1.6703500397070536,Iris-versicolor
+18,5.108975560355389,3.0568218098470092,1.5100278863753367,0.26153748377935354,Iris-setosa
+19,5.109163615927285,3.0774072699062187,1.5100461218747547,0.2615814846747191,Iris-setosa
+20,5.109337926016459,3.0622748301037923,1.5102539893157458,0.26177446396582355,Iris-setosa
+21,6.186671049032006,3.05401545399504,4.937729878094847,1.6839977140175215,Iris-virginica
+22,6.179369758014898,3.0540000012814557,4.899514332757889,1.6654314326039947,Iris-versicolor
+23,6.285802079147562,3.0541712605889177,5.149434473041435,1.7615113163215639,Iris-virginica
+24,6.186899577877829,3.074253984509468,4.968376583690456,1.7401100696212386,Iris-virginica
+25,5.108961799789655,3.055086862536489,1.5100269351743147,0.26153555313730376,Iris-setosa
+26,6.208479712866243,3.054541217187117,5.0272131381324945,1.735062257965834,Iris-virginica
+27,6.179368160892598,3.0540029008954805,1.510024110612733,0.2615314632990522,Iris-setosa
+28,6.185553905501793,3.0707608548404157,4.955411521212011,1.7196666298072802,Iris-virginica
+29,6.179373088052718,3.054000000207918,4.899539800560493,1.6654312909574347,Iris-versicolor
+30,6.179388578500321,3.0540000000309573,4.899558221128048,1.6654298258354285,Iris-versicolor
+31,6.179366920489664,3.054000000058155,4.899493206308053,1.6654278027499154,Iris-versicolor
+0,6.29715318293296,3.0542861518868056,5.1759190888835,1.7675830263998402,Iris-virginica
+1,6.209673555794683,3.0540072508339584,4.9910986721462764,1.719825279511288,Iris-virginica
+2,6.232247412799064,3.0540296268212344,5.042368580309369,1.731615866719613,Iris-virginica
+3,5.1091319317087445,3.0689332382054633,1.510061599583839,0.2615988637810423,Iris-setosa
+4,6.179366802483327,3.05400000008492,4.899492664025836,1.6654277387253533,Iris-versicolor
+5,5.109151587656289,3.081640464631604,1.510036113093043,0.26156440643428486,Iris-setosa
+6,6.179369499545832,3.0540000000486445,4.899506621837261,1.6654287236250829,Iris-versicolor
+7,6.179371021333023,3.054000000048175,4.899515236841418,1.6654290729178007,Iris-versicolor
+8,6.183571390870617,3.05776871714038,4.935047122747086,1.6900711108867528,Iris-versicolor
+9,6.179368697600235,3.0540000003276395,4.899506971451768,1.6654296497999934,Iris-versicolor
+10,6.179368119164352,3.054000000031868,4.899497694820043,1.6654280891218596,Iris-versicolor
+11,6.180998136482907,3.05400178759332,4.9094140009180425,1.6678613358525791,Iris-versicolor
+12,5.109115968512636,3.076581327339677,1.510033375234222,0.2615550377189079,Iris-setosa
+13,6.186297709931975,3.0764601734482446,4.964483222219406,1.7360715201329537,Iris-virginica
+14,6.179366734923838,3.054000000163138,4.8994923538779425,1.665427695049127,Iris-versicolor
+15,6.179366779329012,3.054000000120389,4.89949258311189,1.6654277351860511,Iris-versicolor
+16,6.179396604983233,3.0540000000399203,4.899598431116898,1.6654309767181104,Iris-versicolor
+17,6.1793667407700275,3.054000682212879,1.5100226808561605,0.2615309021072843,Iris-setosa
+18,6.180446169089966,3.0540000117106403,4.90416691165647,1.6662077280541765,Iris-virginica
+19,5.109081179746446,3.0714284320206526,1.5100326926033139,0.2615513227234962,Iris-setosa
+20,6.179366700662965,3.05400000097592,4.8994921822499755,1.6654276743943324,Iris-versicolor
+21,5.109066087422456,3.062271710095267,1.5100601117130916,0.26158639429824543,Iris-setosa
+22,6.186040001376175,3.0600465250055104,4.956262705680667,1.7141152474301344,Iris-virginica
+23,6.179368888366559,3.0540000001456993,4.899505224759385,1.665429245359221,Iris-versicolor
+24,6.18395474842605,3.062244540423501,4.936865461386278,1.6930208629148757,Iris-versicolor
+25,6.181643013720545,3.054000011929707,4.906729695503425,1.6665978264499273,Iris-virginica
+26,6.197134136312189,3.0540019511730647,4.953702955133983,1.690847728039495,Iris-virginica
+27,6.185654255287117,3.067294797443483,4.954905525610635,1.7177096586609606,Iris-virginica
+28,6.179366791048433,3.054000017834061,1.5100229290379126,1.665427762477877,Iris-versicolor
+29,6.179367149316728,3.0540001334452214,1.5100233651710335,1.6654281115541834,Iris-versicolor
+30,6.179369298392467,3.0540000005279375,4.899513050614114,1.665430466048193,Iris-versicolor
+31,6.26220986462686,3.054069292069667,5.098602585787918,1.7465251672709257,Iris-virginica
+0,5.108996096261048,3.0592748469216158,1.5100289235633646,0.2615398385411908,Iris-setosa
+1,6.179366887805804,3.054000000060079,4.899493109785363,1.6654277950130159,Iris-versicolor
+2,5.1091672392831,3.0672571069999344,1.5100764075752087,0.2616161517443464,Iris-setosa
+3,6.200348120945377,3.054013065393372,4.971592143057601,1.695803317580527,Iris-virginica
+4,6.1793675312959655,3.054000000088546,4.899496987237613,1.665428326801778,Iris-versicolor
+5,6.180957034497272,3.0540000170097557,4.905805746222094,1.6666057635640148,Iris-virginica
+6,6.179367044047026,3.0540000000578837,4.899493937773064,1.6654278982527493,Iris-versicolor
+7,6.179366880048671,3.0540000059415386,4.899493050730911,1.6654279370923244,Iris-versicolor
+8,6.179367229015969,3.054000000094912,4.899495260926484,1.665428134381594,Iris-versicolor
+9,6.179368276628999,3.054000000085941,4.899503122092204,1.6654287935304435,Iris-versicolor
+10,6.183229061574192,3.0610796156922775,4.929875377443723,1.6863068133792907,Iris-versicolor
+11,5.109151790539515,3.0817006173656347,1.5100337488382631,0.2615586626418211,Iris-setosa
+12,6.19309207230874,3.055586891193873,4.986439985683884,1.724910973816165,Iris-virginica
+13,6.179367630171488,3.0540042814402018,1.5100233850030247,0.2615312059012784,Iris-setosa
+14,6.179373812469545,3.0540000003390047,4.899551675823205,1.6654327892701117,Iris-versicolor
+15,6.179714973699863,3.054000007977941,4.901512442683808,1.665700254869579,Iris-versicolor
+16,6.17936734394413,3.0540000000502423,4.899495348613697,1.665428029255416,Iris-versicolor
+17,6.1846371492062495,3.0638307266773666,4.944868921664449,1.7022703207569088,Iris-versicolor
+18,5.109087919999436,3.0723388965519023,1.5100336722824979,0.26155337745660906,Iris-setosa
+19,6.179367091064067,3.0540000001675045,4.899494259495075,1.6654280671990263,Iris-versicolor
+20,6.179366827275716,3.0540004953709246,1.510022765657485,0.2615309280099369,Iris-setosa
+21,6.179366830582762,3.054000000113017,4.899492859808235,1.6654277894297025,Iris-versicolor
+22,6.181576451123774,3.0574135320212057,1.5170109468946456,1.6724422881437366,Iris-setosa
+23,5.108954330923486,3.0543773445450517,1.5100251684976393,0.26153310655443884,Iris-setosa
+24,6.179366629070934,3.0540000015203823,4.8994918914736525,1.6654276091462883,Iris-versicolor
+25,5.108966308043716,3.0554173727430363,1.5100326021461405,0.2615420263441034,Iris-setosa
+26,6.179367254849787,3.0540001588729355,1.5100240227649244,1.6654285532076853,Iris-versicolor
+27,5.108963436561327,3.0553525624343587,1.5100275616514727,0.2615364052378266,Iris-setosa
+28,6.196465749866105,3.0540028658854075,4.953125120226315,1.686303921038514,Iris-virginica
+29,6.179420275166387,3.0540000000774574,4.899729555228553,1.6654385063396595,Iris-versicolor
+30,6.2126103255141265,3.05624153213133,5.062927816628241,1.7718441213640097,Iris-virginica
+31,5.1091541402928975,3.0762074559774915,1.5100474312332752,0.2615827060483481,Iris-setosa
+0,6.1978239372938395,3.055040059289401,5.000243044165023,1.7260674990326845,Iris-virginica
+1,6.184592270081661,3.0540000629126616,4.914715868979513,1.6688522280668507,Iris-virginica
+2,6.194834813650256,3.0540014532896507,4.9456350564738765,1.6817533717676914,Iris-virginica
+3,5.109156780106392,3.0829764271676607,1.5100340831898105,0.2615611208284954,Iris-setosa
+4,6.190538352689,3.0540012071750167,4.9368199145907194,1.6788272429695659,Iris-virginica
+5,6.24358391487744,3.054020059912594,5.05341022165359,1.7362110637483121,Iris-virginica
+6,6.1831116856435235,3.059661937267292,4.925026278986458,1.6804347009158138,Iris-versicolor
+7,5.109014279229864,3.0622578374876994,1.510031619123833,0.2615454605728699,Iris-setosa
+8,6.179369185155423,3.0540000001439758,4.899509325016113,1.6654294852861953,Iris-versicolor
+9,6.180789161228875,3.0568765957397495,1.513537965826286,1.668973991045833,Iris-setosa
+10,6.182251893190823,3.05447107787007,4.923789980680899,1.6784485779761056,Iris-versicolor
+11,6.179366915900558,3.0540000002359617,4.89949320795595,1.6654278774408735,Iris-versicolor
+12,6.179366671677205,3.0540000002050234,4.899492085341408,1.6654276357778401,Iris-versicolor
+13,6.204331026562282,3.054007238328845,4.97570538733574,1.698389047396245,Iris-virginica
+14,6.182857838759573,3.058086784542028,4.927604919556164,1.6839566878030878,Iris-versicolor
+15,6.179367854872586,3.0540000004680055,4.899499440735328,1.6654289833131646,Iris-versicolor
+16,6.18584730123192,3.0745015502633573,4.96006608666963,1.729544539629447,Iris-virginica
+17,6.193371579545475,3.061116010962009,4.999745553216899,1.7448188330320606,Iris-virginica
+18,5.108955337909406,3.0546860411045302,1.5100251492348713,0.26153317985812113,Iris-setosa
+19,6.179578014786972,3.0568907116451953,1.5102513821852122,0.2617398576679322,Iris-setosa
+20,6.185299780443611,3.0540000718220783,4.916095714575804,1.669266929456724,Iris-virginica
+21,6.179366686689714,3.0540000000749004,4.899492168533021,1.6654276396987497,Iris-versicolor
+22,6.1809369710936855,3.056032158710906,4.9108626896500445,1.672059523628352,Iris-versicolor
+23,6.179423284232474,3.0540000000627834,4.899721918652801,1.665436859525747,Iris-versicolor
diff --git a/iris/lct_gan/1/13/test.csv b/iris/lct_gan/1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/13/train.csv b/iris/lct_gan/1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/13/val.csv b/iris/lct_gan/1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/14/synth.csv b/iris/lct_gan/1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47e3d056461e456b77f75713396f9ef57d7f88fb
--- /dev/null
+++ b/iris/lct_gan/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.184743084088736,3.063536359185681,4.946798036538956,1.705884526495904,Iris-versicolor
+1,5.108951502926654,3.054235422719547,1.5100242683782705,0.26153213866795644,Iris-setosa
+2,5.108996208687846,3.059284017782589,1.5100292946904696,0.2615407102002279,Iris-setosa
+3,6.179366732558648,3.054000008928668,4.899492236224286,1.6654277282666814,Iris-versicolor
+4,5.109234386469918,3.0606350056228613,1.5103328085211345,0.26183872113029744,Iris-setosa
+5,6.186752449505026,3.0667521485922378,4.963423673746079,1.7273828501364061,Iris-virginica
+6,6.17936719992851,3.0540000001137257,4.899494840192284,1.6654280974688136,Iris-versicolor
+7,6.218535255376432,3.055591746888256,5.072399298872686,1.7663112316969842,Iris-virginica
+8,5.109087148679351,3.069120615807268,1.510042461340284,0.26156691378615116,Iris-setosa
+9,6.179536877049151,3.0547135181184673,1.5105351553323656,1.666022450982593,Iris-setosa
+10,5.109136456836113,3.075802749979964,1.5100410721916986,0.26156951441624393,Iris-setosa
+11,6.1795813882595585,3.0540000002135455,4.900375041653151,1.6654889741449277,Iris-versicolor
+12,6.179367181605446,3.0540000000621617,4.89949467422089,1.665427997461737,Iris-versicolor
+13,6.179366982374853,3.054000000048493,4.899493444659061,1.6654278062837162,Iris-versicolor
+14,6.179368021238514,3.0540000000348217,4.899497773080178,1.665428134500379,Iris-versicolor
+15,6.179367841853254,3.054000000048093,4.8994981025527435,1.6654282787431807,Iris-versicolor
+16,6.17986738938745,3.054000000242789,4.900957910369714,1.665511651072098,Iris-versicolor
+17,6.237676447942822,3.05581649596989,5.124093507938566,1.7808891316594166,Iris-virginica
+18,5.109018617833283,3.062381706494911,1.5100319252804795,0.2615459916444516,Iris-setosa
+19,6.182558688517902,3.058621478417976,4.921165579135947,1.6780737433358002,Iris-versicolor
+20,6.1811239102774955,3.0556291790416252,4.914281290578477,1.6742917516522335,Iris-versicolor
+21,5.108953258958437,3.054298234624931,1.510024827320215,0.261532728310253,Iris-setosa
+22,6.179366966107369,3.054000000092123,4.899493508857776,1.6654278916285745,Iris-versicolor
+23,6.250042481914913,3.0540286332825772,5.064966331985332,1.7331987161150346,Iris-virginica
+24,5.108957517663856,3.0547090395961676,1.5100255761600498,0.26153367927696697,Iris-setosa
+25,6.179371697655765,3.054000004591668,4.899532707562185,1.6654342224763183,Iris-versicolor
+26,5.1089551981005155,3.054621573958555,1.5100251638912425,0.2615332348592185,Iris-setosa
+27,5.108962366247259,3.055286912254965,1.5100288162225382,0.26153768305006236,Iris-setosa
+28,5.108953724568525,3.0542604398138367,1.5100254736304644,0.26153317636397966,Iris-setosa
+29,5.109134233972822,3.0792832547228763,1.5100359200960822,0.2615621846664067,Iris-setosa
+30,6.179367275250429,3.054000000132794,4.899495092699369,1.66542815934778,Iris-versicolor
+31,6.179371940831158,3.054000000031535,4.899511866215164,1.665428639391854,Iris-versicolor
+0,6.179366827406884,3.0540000000501273,4.89949280540091,1.6654277267520745,Iris-versicolor
+1,6.180301902635008,3.0541177615437345,4.907795062003788,1.668856448714721,Iris-versicolor
+2,5.109141008468842,3.073018647883053,1.5100472305658545,0.2615783794151962,Iris-setosa
+3,6.203066146719593,3.054003135192043,4.965291808380745,1.6894569199574192,Iris-virginica
+4,6.184420184112028,3.063722452883049,4.939107150408187,1.6938234850333935,Iris-versicolor
+5,6.207605462150999,3.054007825467035,4.989147398272653,1.722480011148872,Iris-virginica
+6,6.192132018438093,3.054013658317968,4.950202977649781,1.683354310935742,Iris-virginica
+7,6.187075222246653,3.054028174184235,4.941596087209707,1.6866465630939997,Iris-virginica
+8,5.109370218128848,3.0667785165280668,1.5101756405097428,0.2617352477201793,Iris-setosa
+9,6.179367441029899,3.0540000001571586,4.899496305882988,1.6654283533842051,Iris-versicolor
+10,6.1793670570119765,3.054000014374776,4.899493555077141,1.6654281045849548,Iris-versicolor
+11,6.186401029697815,3.0740994507125805,4.964155386596812,1.7343975905512723,Iris-virginica
+12,6.186575583679427,3.07219189875084,4.96443288217626,1.7329876812745246,Iris-virginica
+13,6.181069735323047,3.0540000114456936,4.905627295850049,1.6664657047555536,Iris-virginica
+14,6.179367563845232,3.054000000056312,4.899496963245299,1.6654282233020967,Iris-versicolor
+15,6.179367030093625,3.0540000000413823,4.899493534144935,1.6654277836689089,Iris-versicolor
+16,6.213965654509909,3.054007636438425,4.993908878477805,1.7075825638113682,Iris-virginica
+17,6.179366738153927,3.0540000003056833,4.899492359071442,1.6654276987358647,Iris-versicolor
+18,6.179376413448582,3.0540000000310874,4.899525360207178,1.6654290312472022,Iris-versicolor
+19,6.1793666999874235,3.054000000099821,4.8994922027176795,1.665427654648845,Iris-versicolor
+20,6.179618447960533,3.05718599054804,1.510211264000394,0.2616910634420022,Iris-setosa
+21,6.207862726604079,3.0574816715262867,5.052200259632715,1.7671161213584683,Iris-virginica
+22,6.17952817833091,3.0542048930618195,1.5104618586019365,1.6658653975819329,Iris-setosa
+23,6.179750524619362,3.0554942447100597,1.5113111396375245,1.6669130916965345,Iris-setosa
+24,5.108963855016789,3.05520308265283,1.5100277612118538,0.26153646562452515,Iris-setosa
+25,5.109426649156099,3.060057827389336,1.5105371557908271,0.26195561470388307,Iris-setosa
+26,6.179599915190611,3.0550041728523296,1.5105795793576864,1.6660814259109464,Iris-setosa
+27,6.2115199132029115,3.0540094720771482,4.9953615232805895,1.716844031474494,Iris-virginica
+28,6.195419961163549,3.055467275673517,4.997695844235307,1.7356854179248289,Iris-virginica
+29,5.109169895891437,3.086457928445804,1.510035034740508,0.26156888998476113,Iris-setosa
+30,6.1796477499817675,3.054000000115408,4.900366609793634,1.6654688103421778,Iris-versicolor
+31,6.192469459815881,3.05400081699939,4.93892847452213,1.6811210959597063,Iris-virginica
+0,5.1089526521226745,3.0542605327359174,1.5100245092349873,0.26153239476486173,Iris-setosa
+1,6.206473757350118,3.0540044113446543,4.9765692099692656,1.7002951929535992,Iris-virginica
+2,5.109169586359044,3.0860134608535574,1.5100337582074903,0.2615627953707229,Iris-setosa
+3,6.179679064321667,3.0540420308341827,4.902613662785551,1.6666966814333504,Iris-versicolor
+4,6.184927075776037,3.054000189209706,4.918608853681918,1.670996840024968,Iris-virginica
+5,5.109162099036643,3.0838385830839314,1.510034219673743,0.26156202690024993,Iris-setosa
+6,6.402656595573932,3.054172717948744,5.26955697208941,1.7684013059841073,Iris-virginica
+7,6.179366800994461,3.0540000000566314,4.899492707626695,1.6654277242313056,Iris-versicolor
+8,6.179366871051009,3.0540000000504106,4.899492998672245,1.6654277538364999,Iris-versicolor
+9,6.17940024115051,3.054166663348221,1.5100542580304652,0.26154789872301476,Iris-setosa
+10,5.108949404574864,3.0540819120591634,1.5100235690438477,0.2615315155136419,Iris-setosa
+11,6.179368600943309,3.054000000031753,4.89949922021138,1.665428172818067,Iris-versicolor
+12,6.185167024754686,3.069074271284344,4.951506597164592,1.713574603196555,Iris-versicolor
+13,5.108970288384399,3.055762041920162,1.5100297993172613,0.2615394417054596,Iris-setosa
+14,6.179376135693066,3.0540000007218944,4.899577548890576,1.6654363213945136,Iris-versicolor
+15,5.108951247883418,3.0541917094334954,1.5100242833667137,0.26153213713637535,Iris-setosa
+16,6.1837931096766106,3.0614761240203454,4.935424372906442,1.6913332350898207,Iris-versicolor
+17,6.1839685773106785,3.062973328049637,4.936966963797497,1.6934457482643561,Iris-versicolor
+18,6.179367129275781,3.05400000006453,4.899494310354696,1.6654279537834447,Iris-versicolor
+19,5.109183661102655,3.0780896357336776,1.5100439965652779,0.26157843379006085,Iris-setosa
+20,5.109055410412422,3.0562999171825123,1.5101289671209024,0.2616189427754324,Iris-setosa
+21,6.179366679780289,3.054000001673968,4.899492099402065,1.6654276590380737,Iris-versicolor
+22,6.361600432694665,3.0541460956468947,5.224345910224772,1.76173781613137,Iris-virginica
+23,6.217231001679377,3.0540158141074065,5.0186116443951825,1.7492795761821318,Iris-virginica
+24,6.179929959896414,3.056611523204275,1.5117068189830674,1.6674009128845722,Iris-setosa
+25,5.109310938153247,3.06418580554238,1.5101978142421202,0.26174029465037524,Iris-setosa
+26,6.179429783826333,3.054273867054475,1.5102034713766173,1.6656455268177572,Iris-setosa
+27,6.1793666648741405,3.0540000001370573,4.899492065180526,1.6654276276035374,Iris-versicolor
+28,6.185135939307211,3.0689520822198038,4.951092164160945,1.7123238558601401,Iris-versicolor
+29,6.183114859897348,3.05975452770606,4.92692708305844,1.682838562366343,Iris-versicolor
+30,6.179367307818759,3.054000000100461,4.899495490190488,1.6654281717250567,Iris-versicolor
+31,6.179621237916482,3.054000001028146,4.9008000488994385,1.6655677760932648,Iris-versicolor
+0,6.19756090717436,3.0585314175526834,5.015579010114011,1.7516391846556467,Iris-virginica
+1,6.1793670848471605,3.0540000000482266,4.899493981153696,1.6654278678599206,Iris-versicolor
+2,6.179369706974826,3.0540264089791402,1.5100256108935655,0.2615325211973241,Iris-setosa
+3,5.108953362929766,3.054360133157076,1.510024687489158,0.261532634157853,Iris-setosa
+4,6.179366784702168,3.0540000000684673,4.899492603735032,1.6654277190764841,Iris-versicolor
+5,6.179366707533305,3.0540000001129552,4.899492243239251,1.6654276643340706,Iris-versicolor
+6,6.179366614713073,3.054000002860826,4.899491817277488,1.6654275956925544,Iris-versicolor
+7,6.179462796917961,3.054000000134193,4.899957292626185,1.6654572817144253,Iris-versicolor
+8,6.200965147643895,3.054003959353348,4.9684512495432696,1.7082374073815099,Iris-virginica
+9,6.179369970017764,3.0540000016390283,4.899524887054009,1.6654324156411264,Iris-versicolor
+10,5.109055505250113,3.05897573139838,1.510092037101143,0.26161049658340785,Iris-setosa
+11,6.179367141075349,3.0540000931055897,1.5100236293061873,1.665428262788965,Iris-versicolor
+12,6.179366712266855,3.0540000000755168,4.89949227945797,1.6654276626441238,Iris-versicolor
+13,6.1793670760061765,3.0540000193545933,4.899493860938117,1.6654282092924984,Iris-versicolor
+14,6.189960044497035,3.054165359068341,4.959804937534005,1.6986790057825936,Iris-virginica
+15,6.180415242599195,3.056907264956682,1.5113283494285985,0.2621846483893623,Iris-setosa
+16,6.179367699156929,3.0540013549715566,1.5100243956290051,1.6654290693026774,Iris-setosa
+17,6.226873387829627,3.054204051556037,5.057523147007233,1.7387854003841183,Iris-virginica
+18,5.109199992657941,3.074087064053346,1.5100637620773616,0.26160881403998654,Iris-setosa
+19,5.109368559731094,3.062136458208654,1.5103211589219812,0.26182592272055266,Iris-setosa
+20,6.179366739028826,3.0540000002536516,4.899492371586014,1.665427700694073,Iris-versicolor
+21,6.281131618858212,3.054225349628941,5.146499617258972,1.7585003585779317,Iris-virginica
+22,6.180109613564641,3.0540032341457892,4.9061728064311,1.667800624836642,Iris-versicolor
+23,6.1793666879878595,3.054000000150725,4.899492156941347,1.6654276509036108,Iris-versicolor
diff --git a/iris/lct_gan/1/14/test.csv b/iris/lct_gan/1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/14/train.csv b/iris/lct_gan/1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/14/val.csv b/iris/lct_gan/1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/15/synth.csv b/iris/lct_gan/1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20553137cffef301138f8cda590e5859e1db3482
--- /dev/null
+++ b/iris/lct_gan/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109094158392832,3.0725623957384802,1.5100336076405105,0.26155363845654267,Iris-setosa
+1,6.181827645592027,3.058093314343153,4.916999326167034,1.67615181633193,Iris-setosa
+2,5.109061188606654,3.0680873858631545,1.510032403078266,0.2615489312139231,Iris-setosa
+3,6.23280526159004,3.054018558171721,5.032963972154538,1.7190579429714494,Iris-virginica
+4,6.1793682253601645,3.0540055620324504,1.510024457819862,0.2615316740237121,Iris-setosa
+5,6.184195237020877,3.0562010937700554,4.93916382516732,1.6921497006397148,Iris-versicolor
+6,6.179368158919187,3.0540000002349665,4.899503066948813,1.6654292290525339,Iris-versicolor
+7,6.1793666648529815,3.054000204978762,1.5100226399921435,1.665427629317542,Iris-setosa
+8,6.179782087067668,3.0547933855774225,1.5116901511076537,1.66715132899797,Iris-setosa
+9,6.1793670040802375,3.0540000000454834,4.899493501768861,1.665427799679032,Iris-versicolor
+10,6.179371826812172,3.0540000011194977,4.899525500387027,1.6654322425278196,Iris-versicolor
+11,6.179366608863459,3.0540000231987268,1.510022622026631,1.6654275944000967,Iris-versicolor
+12,6.179550310219606,3.054000000075209,4.900074303376181,1.6654503445760167,Iris-versicolor
+13,6.181968442886646,3.056000118855553,4.920593183141636,1.677693966593756,Iris-versicolor
+14,6.18391548019423,3.05539863790082,4.936113284213659,1.6880259518949496,Iris-versicolor
+15,6.179812508801187,3.0552202880791017,1.5118765693778493,1.6675381447072497,Iris-setosa
+16,6.183974652872933,3.0571850686724558,4.938286023010012,1.6928402359886783,Iris-versicolor
+17,6.17936674248457,3.054000000074074,4.899492428478925,1.6654276898200524,Iris-versicolor
+18,6.179367808867995,3.054000000066266,4.899498226405146,1.6654283877514742,Iris-versicolor
+19,6.179367015133733,3.054000000244072,4.899494031920951,1.6654280739062408,Iris-versicolor
+20,6.183136906425248,3.05934117849606,4.933358530097357,1.6913550149215797,Iris-versicolor
+21,6.179669541385902,3.0540318960072432,4.902253469615039,1.6664924663506615,Iris-versicolor
+22,6.179366883969492,3.0540000006809085,4.899493294116068,1.6654279475546054,Iris-versicolor
+23,6.179369859182038,3.054000000199751,4.899517040994745,1.6654300591353406,Iris-versicolor
+24,6.179366942889758,3.0540000000707583,4.899493371655594,1.6654278521433743,Iris-versicolor
+25,6.180057838037232,3.0540000030827827,4.902440309342876,1.6658184266120946,Iris-versicolor
+26,6.179563304625114,3.054000000249722,4.900358337103236,1.6654926492544848,Iris-versicolor
+27,5.108948860561526,3.0540196298696958,1.5100235483521705,0.26153141554142534,Iris-setosa
+28,6.179366831393193,3.0540000001083456,4.899492791285292,1.6654277746812332,Iris-versicolor
+29,6.188543008230022,3.054000162444227,4.923478221041649,1.671727401177772,Iris-virginica
+30,6.179367041905406,3.0540000001135588,4.899493897266664,1.665427963009835,Iris-versicolor
+31,6.17936830487426,3.0540000000580636,4.899501778594364,1.66542855540197,Iris-versicolor
+0,5.108952889017537,3.054215718559667,1.51002694347131,0.26153426367914523,Iris-setosa
+1,6.212287250197019,3.05580333393702,5.0586808304242945,1.766854626345989,Iris-virginica
+2,6.182208517357429,3.0575723984924705,4.920965619729785,1.678574393168562,Iris-versicolor
+3,6.179367786742024,3.054000003423157,4.899499388628572,1.6654295126776144,Iris-versicolor
+4,6.22960504483836,3.0540162410515395,5.032925050859068,1.7363372696433155,Iris-virginica
+5,6.184717496591108,3.0661898773344314,4.9460920064903595,1.7046490059552075,Iris-versicolor
+6,6.179366791946756,3.0540000134535648,4.899492282938783,1.6654277424765116,Iris-versicolor
+7,6.179366793499451,3.0540009667453827,1.5100226983714755,0.26153090986067407,Iris-setosa
+8,6.1853690374610855,3.0540001104008447,4.917533326153282,1.6698237083188712,Iris-virginica
+9,5.109071335560719,3.0638749928045184,1.5100703863363263,0.2616034255582832,Iris-setosa
+10,6.179449493727727,3.054072306232799,1.510361555835911,1.6657342725002215,Iris-setosa
+11,6.180763307670492,3.056734112533067,1.5133844606106543,1.6687890201027458,Iris-setosa
+12,6.179874775688904,3.057592648764524,1.5106323426978774,0.2619945458118326,Iris-setosa
+13,6.187244828352274,3.065341709939357,4.966393973921653,1.7290609754882384,Iris-virginica
+14,6.179366768969673,3.054000000072252,4.899492554693917,1.665427713968858,Iris-versicolor
+15,6.18753792708435,3.059547873426193,4.96597851535688,1.7220034551836232,Iris-virginica
+16,6.363787163813558,3.0541683605219765,5.2347095305953335,1.767639868318633,Iris-virginica
+17,6.189975866266477,3.0540004176847346,4.930604829682581,1.6754873870909461,Iris-virginica
+18,5.109103950631126,3.0697953474342996,1.510054955106099,0.2615897733106073,Iris-setosa
+19,6.209696498545577,3.0540051681936955,4.9807762055426625,1.6954528957319428,Iris-virginica
+20,6.470900378400579,3.0541709794329637,5.341343349421677,1.7655103485718495,Iris-virginica
+21,6.179941851931954,3.0591557496921498,1.5104407885451738,0.261885337981411,Iris-setosa
+22,6.179366927660552,3.054000000052737,4.899493268149331,1.6654277973343496,Iris-versicolor
+23,6.179453131038811,3.0540000003722136,4.899999936319664,1.6654700450615079,Iris-versicolor
+24,6.179370290957839,3.0540000000640055,4.899513802087288,1.6654292555769128,Iris-versicolor
+25,6.179366843174165,3.0540000000676497,4.899492861655368,1.6654277644552027,Iris-versicolor
+26,6.179828749836364,3.054000000273786,4.900932748848886,1.6655159964526742,Iris-versicolor
+27,6.1793666630900885,3.054000000467254,4.899492062568509,1.6654276416786142,Iris-versicolor
+28,6.1810980540175455,3.0563694953447755,1.515929342231809,1.6715148055662312,Iris-setosa
+29,6.179384489120706,3.0540000268664245,4.899669303744377,1.6654572354191812,Iris-versicolor
+30,6.179366702886817,3.0540000003344403,4.899492221293689,1.6654276734303874,Iris-versicolor
+31,6.179366697116137,3.054000000090384,4.899492208975872,1.665427653191029,Iris-versicolor
+0,5.109139789952465,3.080026330313752,1.5100349253392358,0.2615602079777491,Iris-setosa
+1,5.1089501449933135,3.054057987686029,1.5100243820524675,0.26153197306012654,Iris-setosa
+2,5.109165100201857,3.084174159480793,1.5100335915514291,0.2615602239334655,Iris-setosa
+3,6.238694428982739,3.0541251254425332,5.068603109318459,1.7341787514477758,Iris-virginica
+4,6.189598169103487,3.0606639216461486,4.980735983535519,1.7364812178385367,Iris-virginica
+5,6.1794560837260315,3.05400000081109,4.9000877312309346,1.6654889919174583,Iris-versicolor
+6,5.109117629382856,3.0755264102774786,1.5100353982119563,0.26155915836288596,Iris-setosa
+7,6.179392629785665,3.0540000004398715,4.899685756826137,1.6654452902887622,Iris-versicolor
+8,6.179846312765599,3.057217911873657,1.5108150070934052,0.2620678876886823,Iris-setosa
+9,5.109054153060375,3.0659755989160837,1.5100362219998085,0.2615545380526682,Iris-setosa
+10,5.1090641820470095,3.0690404084054337,1.510036026365477,0.2615562925120329,Iris-setosa
+11,5.109287897654347,3.061233049114641,1.5104170846512985,0.2619183537481513,Iris-setosa
+12,6.179383570370132,3.0540100926665956,1.5100599477128052,1.6654586680801522,Iris-setosa
+13,5.1091714371992945,3.0840453858781363,1.51003591934552,0.26156706515251965,Iris-setosa
+14,6.182094913685464,3.0573111056267672,1.5180368130071116,1.6726779519266461,Iris-setosa
+15,6.179385216992788,3.054000294011934,4.899645013879668,1.6654650526053276,Iris-versicolor
+16,5.109055345526172,3.0679983931741557,1.5100315703628822,0.26154717511814946,Iris-setosa
+17,6.183305730645153,3.0540001061548554,4.913632226073114,1.6689109500887147,Iris-virginica
+18,6.1874923106934725,3.054000221643149,4.923696915698651,1.672776846979511,Iris-virginica
+19,6.180133237720395,3.0567631780768867,1.5128187106986506,1.6686513100976712,Iris-setosa
+20,6.18583022175242,3.054000533511501,4.923328368738681,1.6726588686765589,Iris-virginica
+21,5.109029514265171,3.0630858584500134,1.5100320821376205,0.26154641131042106,Iris-setosa
+22,5.109174335340772,3.085021816533915,1.5100364648363538,0.2615704865569156,Iris-setosa
+23,6.17936742540704,3.0540000000392276,4.899495316405752,1.6654279582198066,Iris-versicolor
+24,6.1793668275878595,3.0540000000615892,4.899492859425888,1.6654277593914113,Iris-versicolor
+25,6.179425058372078,3.0540000000492555,4.899698055596324,1.6654343285746307,Iris-versicolor
+26,6.179366669405205,3.0540000000761496,4.899492095544725,1.665427624896862,Iris-versicolor
+27,6.179367385844542,3.05400000004182,4.899495143321396,1.6654279598682582,Iris-versicolor
+28,6.179366836587863,3.0540000000731635,4.899492869519568,1.6654277688886026,Iris-versicolor
+29,6.17936668589609,3.0540000013333497,4.89949214353966,1.6654276679104618,Iris-versicolor
+30,6.179446722094501,3.0540001024038443,4.900069982848176,1.6655171293256537,Iris-versicolor
+31,6.17936703214963,3.0540000000506278,4.899493750636449,1.66542785122192,Iris-versicolor
+0,6.179793516612404,3.0566449334968095,1.5105806421924637,0.26192025401271934,Iris-setosa
+1,5.1091707785494105,3.075682995101642,1.5100521643198257,0.26159086319979885,Iris-setosa
+2,6.423788957894294,3.054181275773019,5.289246420010637,1.7662713947191138,Iris-virginica
+3,5.1089723828203155,3.0564386034128748,1.5100272564938422,0.26153646685474885,Iris-setosa
+4,5.10895527795448,3.0543551470850145,1.5100261666092119,0.2615339280545156,Iris-setosa
+5,6.179412912405601,3.0540000000775898,4.89970240497312,1.6654373637137727,Iris-versicolor
+6,6.264199701375492,3.0541572387375218,5.112869191645233,1.7449636295167368,Iris-virginica
+7,5.109145871965514,3.081697172154982,1.5100345945644622,0.2615612318621965,Iris-setosa
+8,6.186156453196708,3.0779328657696894,4.9640597155011505,1.7364373025459783,Iris-virginica
+9,6.179366842316373,3.0540000001614636,4.899492841810182,1.6654277960785453,Iris-versicolor
+10,6.201152563174933,3.054009925588752,4.969757558029329,1.6917470861510817,Iris-virginica
+11,6.187653285728956,3.0567113012942633,4.961988763646694,1.7112417549926957,Iris-virginica
+12,6.179374433783608,3.0540000000245104,4.899514138100297,1.6654285292912971,Iris-versicolor
+13,6.179571749265357,3.054000000543965,4.900521617847216,1.6655256807550083,Iris-versicolor
+14,6.18924281581504,3.0621733453063547,4.980094707666645,1.7392034113263608,Iris-virginica
+15,6.179367153156231,3.0540000000605168,4.89949446229387,1.6654279634725286,Iris-versicolor
+16,6.209555595977001,3.054006537467464,4.982646191190095,1.696891796932143,Iris-virginica
+17,6.249007880138965,3.0550810102062558,5.135580292839462,1.7768686181100073,Iris-virginica
+18,6.17936752621623,3.0540000000497343,4.89949633043637,1.6654281267763236,Iris-versicolor
+19,5.1089483381630085,3.0540104269912924,1.5100230003223871,0.26153109786390016,Iris-setosa
+20,6.181031561312921,3.0562270135467657,4.911280982578116,1.672154774299212,Iris-versicolor
+21,5.1090903351002535,3.07255856092924,1.5100331776706732,0.2615523885026377,Iris-setosa
+22,5.10895346541305,3.0544328955985516,1.510024678998321,0.26153264889173194,Iris-setosa
+23,6.179366649512692,3.054000000231644,4.899492012857548,1.6654276208628305,Iris-versicolor
diff --git a/iris/lct_gan/1/15/test.csv b/iris/lct_gan/1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/15/train.csv b/iris/lct_gan/1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/15/val.csv b/iris/lct_gan/1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/16/synth.csv b/iris/lct_gan/1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0e076f729c6e07e50335f19b449201b27e0851d
--- /dev/null
+++ b/iris/lct_gan/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108956668555533,3.0544660325582953,1.5100297935336098,0.26153708893006533,Iris-setosa
+1,6.185702622744454,3.061892039831786,4.95282268600189,1.710770484523282,Iris-virginica
+2,6.179512234925602,3.0540002225549636,4.900965473785319,1.6657960949843584,Iris-versicolor
+3,6.179883962061736,3.0563433640659396,1.5108847694910714,0.2620236116082553,Iris-setosa
+4,6.186158052524244,3.0768206471267616,4.963635858591291,1.7356258680050831,Iris-virginica
+5,6.179732704692694,3.054241029890442,4.902499663888545,1.6668428270245252,Iris-versicolor
+6,5.108953387685263,3.0544364897260197,1.510024690012304,0.2615325138805197,Iris-setosa
+7,6.265937533185836,3.05488689311235,5.164175063235422,1.7808835329490131,Iris-virginica
+8,6.184193382177411,3.0633624662027668,4.9385522186567945,1.6945086451635984,Iris-versicolor
+9,6.179366730736044,3.054000000105033,4.899492333815963,1.6654276820947278,Iris-versicolor
+10,6.17939249568501,3.054000000074954,4.899626816239872,1.6654343667387348,Iris-versicolor
+11,6.181140616243601,3.057448015118529,1.5159250454172595,1.6715912772292794,Iris-setosa
+12,6.1831970593369565,3.0554357509898504,4.932996391331078,1.6874868215317824,Iris-versicolor
+13,6.1967249441093415,3.054001624200369,4.950183910967601,1.6849148633691025,Iris-virginica
+14,6.179627353958664,3.05400000135664,4.900757575269713,1.665540928879038,Iris-versicolor
+15,6.186625249283177,3.0747603177816023,4.966198079239471,1.7370886257148814,Iris-virginica
+16,6.1794855418335555,3.055788477874753,1.5101212629962752,0.261620909896494,Iris-setosa
+17,6.206384228472676,3.057708846543343,5.047742620671828,1.7635674590304842,Iris-virginica
+18,6.179431532938317,3.0548465432962093,1.5100881397906387,0.2615835196440373,Iris-setosa
+19,6.179366661775273,3.054000000750654,4.899492071750073,1.6654276502550855,Iris-versicolor
+20,6.179366754174927,3.0540000022782756,4.899492405844241,1.6654277414540455,Iris-versicolor
+21,6.180573085037272,3.0560776849963003,1.513958094980706,1.6693390071435277,Iris-setosa
+22,6.179723567296653,3.054779251610782,1.5110137233974632,1.6664777334388516,Iris-setosa
+23,5.109159121993998,3.0832176788485692,1.5100357559045543,0.2615655215317582,Iris-setosa
+24,5.1091161145803605,3.0763788616471075,1.5100327336473949,0.26155315257435013,Iris-setosa
+25,6.18006818320792,3.0540000016020836,4.90211784794981,1.6657052063514415,Iris-versicolor
+26,5.108949442087428,3.054059731207628,1.5100235186468427,0.26153147662468246,Iris-setosa
+27,6.183974720847839,3.0617475172696857,4.934514884662349,1.6889906201379472,Iris-versicolor
+28,6.1825174023028415,3.0570191878166986,4.922353422804946,1.6784330053393017,Iris-versicolor
+29,5.109158039809205,3.0613733343896206,1.5102037681192269,0.2617292961154479,Iris-setosa
+30,6.179386002790602,3.054000000950611,4.899654817986581,1.6654442873340018,Iris-versicolor
+31,6.181178984766535,3.055039740124442,4.913568475567543,1.6727547368042626,Iris-versicolor
+0,6.182535488856721,3.054000012486734,4.908072411409508,1.666721817922013,Iris-virginica
+1,5.109149291169842,3.0800639587757077,1.5100397136433343,0.26157159641262984,Iris-setosa
+2,6.183227615974521,3.05916464968551,4.925709989010334,1.6805748415964423,Iris-versicolor
+3,5.108948526932135,3.0540120849258128,1.5100232134432525,0.2615311990480867,Iris-setosa
+4,6.179368386022709,3.054000000034056,4.899499097291801,1.6654281943809612,Iris-versicolor
+5,6.1861520902535005,3.0722170310795778,4.9608768552750755,1.7279630409718503,Iris-virginica
+6,6.179366774536676,3.0540000001049643,4.899492513455362,1.6654277168563116,Iris-versicolor
+7,6.17936659470336,3.054000024069361,1.5100226104600032,1.665427584752408,Iris-versicolor
+8,6.179369562291218,3.054000000060196,4.899509665998577,1.665429023688281,Iris-versicolor
+9,6.179366829561589,3.0540000048536458,4.899492586327914,1.6654278054264837,Iris-versicolor
+10,6.180167422823591,3.056647014307449,1.5122403466779917,1.6678818620104028,Iris-setosa
+11,6.179653045597335,3.054000000700747,4.900823038431099,1.665557509815425,Iris-versicolor
+12,6.18623168085107,3.054000331769169,4.922389354964935,1.67154495980937,Iris-virginica
+13,6.185325576049029,3.0543820369843444,4.942848184784707,1.69084844582288,Iris-virginica
+14,6.1794956902800715,3.0540000000463148,4.899849833904263,1.6654373253967316,Iris-versicolor
+15,6.184240632406162,3.058235054575669,4.940231446807814,1.6949038664833653,Iris-versicolor
+16,6.218444446479221,3.0540152677767,5.019042680232934,1.7451761456011414,Iris-virginica
+17,6.180226724306027,3.057565579712228,1.511121310094794,0.2621786074559546,Iris-setosa
+18,5.109140179359641,3.07384292258126,1.5100474160683937,0.26157978937839244,Iris-setosa
+19,6.1793667448042715,3.054000000140389,4.899492382923203,1.6654276959972405,Iris-versicolor
+20,6.188777951815451,3.065134181880013,4.979631247838371,1.7441335848102584,Iris-virginica
+21,5.108949039726422,3.0540403865579697,1.5100233310559517,0.26153133606114704,Iris-setosa
+22,6.179366662916113,3.0540000006409915,4.899492048485858,1.665427639065309,Iris-versicolor
+23,5.108952214141687,3.0541725305952907,1.5100251734023005,0.2615328948006425,Iris-setosa
+24,6.186954410271626,3.0629097510338035,4.964171676759842,1.7253251805064667,Iris-virginica
+25,6.18481001636442,3.0649427706448944,4.946867408870463,1.7052449880251228,Iris-versicolor
+26,5.109434842169313,3.0680986713429093,1.510136888418922,0.26168812154626314,Iris-setosa
+27,6.1868176454575945,3.076448981343358,4.968893272642612,1.7422770380848116,Iris-virginica
+28,6.18826603732876,3.0540004110013514,4.92755491407107,1.6744620245531017,Iris-virginica
+29,6.201987796991214,3.0540049158428157,4.973294718357823,1.712680359291587,Iris-virginica
+30,5.109197594236669,3.06231831300899,1.5102747203039406,0.26180758432272244,Iris-setosa
+31,6.188376729060321,3.05402716264727,4.943490057855335,1.683236465585849,Iris-virginica
+0,6.193763085723505,3.0572164082162976,4.994138385300596,1.7342111234784419,Iris-virginica
+1,6.1793698155195305,3.0540000004606913,4.899518215859364,1.6654306932107195,Iris-versicolor
+2,5.109170355257905,3.0867100373700027,1.5100338202057055,0.2615640377638935,Iris-setosa
+3,6.179372306599335,3.0540000000574743,4.899522875085868,1.6654294143533903,Iris-versicolor
+4,6.179366651921084,3.0540000002668353,4.899492015732972,1.6654276242139983,Iris-versicolor
+5,6.188241345356947,3.06566311589502,4.9755188665324,1.7408908548115918,Iris-virginica
+6,6.183035823208115,3.0540009753838198,4.916904539930516,1.6705647144434224,Iris-virginica
+7,6.182166426249761,3.0548647081291276,4.9239018575184,1.6793099213008242,Iris-versicolor
+8,6.179368942640784,3.054000000051583,4.899504057871847,1.6654286630229795,Iris-versicolor
+9,6.194446362508521,3.0540396754392987,4.960135293285466,1.6864352444027877,Iris-virginica
+10,6.1793666890967325,3.0540000000632106,4.899492211617565,1.6654276407937514,Iris-versicolor
+11,5.109135750479142,3.0731211058720045,1.5100447964455568,0.2615744155864492,Iris-setosa
+12,6.179737900720666,3.056016393652347,1.5107026568437314,0.26194206045405877,Iris-setosa
+13,6.181393256311526,3.0540000446100604,4.907958313825694,1.6673633809701631,Iris-virginica
+14,5.10899238157127,3.058750017778506,1.5100289868698629,0.2615398158429445,Iris-setosa
+15,6.22808202209765,3.054050922759119,5.041689458733525,1.7306796553251813,Iris-virginica
+16,6.180009211752369,3.057103456220342,1.5107386155749223,0.2619907726786908,Iris-setosa
+17,6.203159766640617,3.0543151282566203,5.004891362454554,1.719876702165524,Iris-virginica
+18,5.108949136494628,3.0540730946366557,1.5100234353631217,0.261531371842233,Iris-setosa
+19,5.109111277858074,3.074384905734092,1.5100323748001472,0.26155083839166254,Iris-setosa
+20,6.179366716875876,3.054000000069309,4.899492311693587,1.665427665005397,Iris-versicolor
+21,6.235422837882403,3.0540213615150527,5.048845561637003,1.7492658338929596,Iris-virginica
+22,6.18906681449081,3.0540002301932,4.926008152147869,1.673274201534005,Iris-virginica
+23,6.179809008006372,3.054000002780275,4.901706750560281,1.665725188691491,Iris-versicolor
+24,6.179366954389416,3.0540000000516967,4.899493380496987,1.6654278088867285,Iris-versicolor
+25,6.21267377991474,3.0549153366266064,5.047217133155609,1.7504588812331714,Iris-virginica
+26,5.1089532828548165,3.054277675350485,1.5100250397437793,0.2615329006527734,Iris-setosa
+27,6.192109249981829,3.0572046542522906,4.98606576843396,1.7286276888105014,Iris-virginica
+28,6.179366730894955,3.0540000000599212,4.899492378561763,1.6654276674778006,Iris-versicolor
+29,6.179367850106972,3.054000000044199,4.899497942123322,1.6654282387848072,Iris-versicolor
+30,6.179367051667097,3.0540000001870644,4.899494072350826,1.6654280571566742,Iris-versicolor
+31,6.188950902983635,3.05819274891827,4.972259764591291,1.7224821253472062,Iris-virginica
+0,5.108956430362785,3.05442178884413,1.5100296995764793,0.2615369734130121,Iris-setosa
+1,6.17938092740311,3.0540000000311607,4.899539084897928,1.6654293941695162,Iris-versicolor
+2,6.179366746291584,3.054000038147108,1.5100228061620244,1.6654277147034227,Iris-versicolor
+3,6.185802568166234,3.071384064469075,4.957740970751374,1.7232328615149397,Iris-virginica
+4,6.180021740704064,3.057949813269912,1.5106890469356042,0.26201514092551875,Iris-setosa
+5,6.180029658211981,3.054009696273049,4.905659124593012,1.6676346315152915,Iris-versicolor
+6,6.179368910232195,3.0540000006284655,4.899507193225331,1.6654301373645057,Iris-versicolor
+7,5.108965956498596,3.055074522464069,1.510028944870375,0.26153754215481506,Iris-setosa
+8,6.205168139971867,3.054005838990686,4.977839429959798,1.704886866318408,Iris-virginica
+9,6.179825482944945,3.0540198138130923,4.903498092201723,1.6668138974992872,Iris-versicolor
+10,6.3893299555658025,3.054116319100745,5.244507141278301,1.7626660601302275,Iris-virginica
+11,5.109182383285497,3.0841247899341226,1.5100371254849057,0.26157096760863896,Iris-setosa
+12,6.179366955801858,3.0540003892714767,1.5100229062504817,1.6654278356231131,Iris-setosa
+13,6.217533697073846,3.054010642200617,5.006462647170201,1.7192747559682091,Iris-virginica
+14,6.179366961254267,3.054000085067744,1.5100231208811237,1.665427924767719,Iris-versicolor
+15,6.179366903347047,3.0540002748328705,1.5100228532223574,1.6654277872179934,Iris-setosa
+16,5.1091308679969965,3.0782989709187034,1.5100333832255515,0.2615556980142908,Iris-setosa
+17,6.179366685801283,3.054000003241691,4.89949205341123,1.665427659133846,Iris-versicolor
+18,6.179368161961344,3.054000000039943,4.89949912412991,1.6654282656440837,Iris-versicolor
+19,5.108962258715754,3.0552826478005874,1.5100271316184215,0.26153592076233323,Iris-setosa
+20,6.179367300015585,3.0540000000417415,4.899494805877474,1.6654279250092219,Iris-versicolor
+21,6.1793666765619655,3.0540000000855194,4.899492128120418,1.6654276345282961,Iris-versicolor
+22,6.183116902630425,3.054000131540575,4.913839006398787,1.6692164680612602,Iris-virginica
+23,6.179366722848318,3.054000000061845,4.899492356408662,1.6654276671285027,Iris-versicolor
diff --git a/iris/lct_gan/1/16/test.csv b/iris/lct_gan/1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/16/train.csv b/iris/lct_gan/1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/16/val.csv b/iris/lct_gan/1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/17/synth.csv b/iris/lct_gan/1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c5d958692e7f829df7271137732ddddcd8ce1f9
--- /dev/null
+++ b/iris/lct_gan/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795703496358945,3.05627631205609,1.5101773618934178,0.26165765466875684,Iris-setosa
+1,6.1843840852537815,3.063504007208732,4.9413730651850205,1.6977464648713807,Iris-versicolor
+2,6.179368722383773,3.054000000119835,4.899505686289679,1.6654291249421012,Iris-versicolor
+3,5.1089526984550115,3.054287768439211,1.5100245735797102,0.26153245014899107,Iris-setosa
+4,6.179366590213423,3.054000002446826,4.899491753961213,1.6654275752062169,Iris-versicolor
+5,5.109131951373186,3.0787293855932925,1.5100362745375768,0.26156301950332567,Iris-setosa
+6,5.108954185085954,3.054316304397605,1.5100277949803607,0.2615353204649653,Iris-setosa
+7,6.186737757861973,3.079170634972411,4.9697779441834475,1.7453728182486468,Iris-virginica
+8,5.109267911843812,3.07529104765291,1.5100609097481714,0.261604306068805,Iris-setosa
+9,6.190417746381637,3.0569331096712675,4.976708523693636,1.721461124159089,Iris-virginica
+10,5.109110665429235,3.069838697521797,1.5100520193956668,0.26158417436512876,Iris-setosa
+11,6.185422702778032,3.0728956216645225,4.9559248895973464,1.722994439975638,Iris-virginica
+12,6.179368107047982,3.054000000085555,4.8995010495516755,1.6654286923045023,Iris-versicolor
+13,5.1090357821039865,3.061724564761146,1.51004205546366,0.26156160424003133,Iris-setosa
+14,6.179367869648141,3.0540000000876617,4.899499218019782,1.6654285585858633,Iris-versicolor
+15,6.204761082529663,3.0540059026152067,4.977812840411543,1.7064579799554838,Iris-virginica
+16,5.108956172476772,3.054305308701924,1.5100298546468336,0.2615366263076319,Iris-setosa
+17,6.18145194166244,3.056584815778354,4.915010492680474,1.6745283012450933,Iris-versicolor
+18,6.1872322045407255,3.0593486231294063,4.963843190781412,1.719323588076955,Iris-virginica
+19,6.17958825400831,3.0540000014419806,4.900766681619365,1.6655808066018214,Iris-versicolor
+20,6.179417599918093,3.054000000054307,4.899692458735219,1.6654351135530294,Iris-versicolor
+21,6.179366691881234,3.0540000001141614,4.899492161363857,1.6654276469652516,Iris-versicolor
+22,6.183788652265712,3.0625065116656707,4.934397195269556,1.6898163711947223,Iris-versicolor
+23,6.179366679436785,3.054000000085232,4.899492134731664,1.6654276358660949,Iris-versicolor
+24,6.216138776703997,3.0540084619009047,5.001959370739143,1.7186860104598758,Iris-virginica
+25,6.179368884040512,3.054000007665318,4.899507720770748,1.6654314105452508,Iris-versicolor
+26,5.109166065181458,3.0835621419570205,1.5100378508994716,0.2615714185807741,Iris-setosa
+27,6.17940930205844,3.0540000512081527,4.899986935456347,1.6655373612458175,Iris-versicolor
+28,6.224775608324357,3.055842359198458,5.092457786210827,1.775077148236371,Iris-virginica
+29,6.179758142122645,3.054086641488689,4.903249886085265,1.6671251100226314,Iris-versicolor
+30,6.179367816743082,3.0540000000406455,4.899497653073187,1.6654281821639394,Iris-versicolor
+31,6.186781158619499,3.075184052933295,4.967747170562184,1.739511451328709,Iris-virginica
+0,6.1864077693226145,3.071368462816535,4.962640307633685,1.7300791773211541,Iris-virginica
+1,5.109250082716436,3.0635908112230195,1.5102262982167147,0.26176850886075215,Iris-setosa
+2,5.108999047695082,3.0574899239327378,1.5100444294285413,0.2615588606502198,Iris-setosa
+3,6.193311050505952,3.0540010199547076,4.940756765481653,1.67938138316211,Iris-virginica
+4,6.179403072558623,3.0540000000469076,4.89963043165796,1.6654321996342245,Iris-versicolor
+5,6.440283688667681,3.0542868763972995,5.320656630851929,1.772155809011015,Iris-virginica
+6,6.1838226268209935,3.062057251366829,4.9337489030617485,1.6887376863236605,Iris-versicolor
+7,6.182235203957001,3.0540002157862656,4.911394946495046,1.6677420979621356,Iris-virginica
+8,6.188327073914249,3.0652039651047556,4.975802871923639,1.740277463231937,Iris-virginica
+9,6.207932932481526,3.0540051328573954,4.981405568643563,1.7053827273940632,Iris-virginica
+10,5.108951665371672,3.0542087200353185,1.5100242672344228,0.26153215652889694,Iris-setosa
+11,6.193144826413355,3.054000903288594,4.940636559086701,1.6819176250760801,Iris-virginica
+12,5.109016975128651,3.0615124049863587,1.5100333469529026,0.26154807064950525,Iris-setosa
+13,6.1793684242999545,3.054000000210069,4.899503878643993,1.6654292312048007,Iris-versicolor
+14,6.179366668825471,3.054000041412561,1.5100226761294129,1.6654276342385277,Iris-versicolor
+15,6.190235699125242,3.0540005335985607,4.932521353292881,1.6773366678909452,Iris-virginica
+16,6.1793666621938925,3.0540001818217286,1.5100226432728783,1.665427631316312,Iris-setosa
+17,6.180813470101088,3.057565233581251,1.5149863344195154,1.670914699912335,Iris-setosa
+18,6.1855925549876725,3.0570120782461876,4.949423444884771,1.7016384299418303,Iris-virginica
+19,6.242205314062499,3.0540304067133133,5.0576765309299985,1.7366052508074743,Iris-virginica
+20,6.179598484732786,3.0540000187021668,4.901102144462006,1.6656714336235958,Iris-versicolor
+21,6.1793667415378,3.0540000001833896,4.899492373441068,1.665427700601574,Iris-versicolor
+22,6.179366948255063,3.054000000062434,4.8994934455741355,1.665427845224602,Iris-versicolor
+23,5.108987535746974,3.0584883918623573,1.5100284108652264,0.2615387538281269,Iris-setosa
+24,6.179366695717482,3.0540000000990664,4.899492185932887,1.6654276499454035,Iris-versicolor
+25,6.180992289943798,3.057247239028099,1.516041110621179,1.67227673874694,Iris-setosa
+26,6.17936674478474,3.054000000098597,4.899492389261644,1.6654276930196028,Iris-versicolor
+27,6.179366795191058,3.054000000063154,4.899492649307643,1.665427721845601,Iris-versicolor
+28,5.109332002600009,3.0612391031869115,1.510423736791496,0.2619073921534785,Iris-setosa
+29,6.179415972077044,3.0540000000290326,4.899611040164273,1.6654307293840565,Iris-versicolor
+30,5.108990319303049,3.05855339485732,1.5100298901857234,0.26154126291922464,Iris-setosa
+31,6.184925644468526,3.0622626004109312,4.947766772825133,1.7064372262277003,Iris-versicolor
+0,5.108948102161492,3.054003839268334,1.5100228595853842,0.2615310003626365,Iris-setosa
+1,5.1091154389434745,3.074212735356504,1.5100368458403959,0.2615611464772366,Iris-setosa
+2,6.1793677488541325,3.054000000059726,4.899497975360654,1.6654283415073086,Iris-versicolor
+3,6.179367062414769,3.054000000045196,4.899493810864562,1.6654278346360685,Iris-versicolor
+4,6.189634578554767,3.0540012819256535,4.934777897317583,1.6774308891951777,Iris-virginica
+5,6.179367269344071,3.054000000065721,4.899495080137182,1.665428054718995,Iris-versicolor
+6,6.185732631399697,3.0639561645433537,4.953427998443668,1.7123428966957546,Iris-virginica
+7,6.179366683424561,3.054000000328828,4.8994921405476815,1.6654276553833844,Iris-versicolor
+8,6.1795962042618315,3.0540000823338898,4.901454741777289,1.6658533990271844,Iris-versicolor
+9,6.179374729531641,3.054000000224131,4.899551486156442,1.6654318382541227,Iris-versicolor
+10,6.183767781529394,3.056668098714909,4.937603630894719,1.692723173675205,Iris-versicolor
+11,6.181037265279022,3.0570228318514236,1.5153384470644464,1.670845257224651,Iris-setosa
+12,5.1090518810295755,3.067257746134808,1.5100320955709272,0.2615481798411524,Iris-setosa
+13,6.179553223706875,3.054078590296023,4.901211815698199,1.6661752813393726,Iris-versicolor
+14,5.109090431962038,3.0634587469612162,1.5100925089216362,0.26163203666054263,Iris-setosa
+15,6.363371567328782,3.0544616241174567,5.268935657141992,1.7778741021264004,Iris-virginica
+16,6.189780035093467,3.0540003116052583,4.928591990874205,1.6746849631785223,Iris-virginica
+17,5.10909312309524,3.067205541533951,1.5100607147011669,0.26159668349510984,Iris-setosa
+18,6.185319861973839,3.0703219350032667,4.953608071969432,1.7176598966964658,Iris-virginica
+19,6.27908596320817,3.0545814098859556,5.172743826564558,1.7797454417148828,Iris-virginica
+20,6.179369099777947,3.054000000081683,4.89950767930977,1.665429084362372,Iris-versicolor
+21,6.180642072508101,3.0545778740674705,4.9108312333765,1.6714994621307127,Iris-versicolor
+22,6.179366713455003,3.0540000000708742,4.89949228983104,1.6654276611881127,Iris-versicolor
+23,6.17940526562899,3.0540000000780623,4.899678856859469,1.665436810271335,Iris-versicolor
+24,6.179367402188409,3.0540017047968595,1.5100234986260106,0.26153121917294503,Iris-setosa
+25,6.179367542626222,3.054000000101608,4.899497222795498,1.6654284015203664,Iris-versicolor
+26,5.1092152683800665,3.0703695255977075,1.5100827072103309,0.2616341631754191,Iris-setosa
+27,6.180510261583224,3.0540001600826416,4.906291674593849,1.6670234149008598,Iris-versicolor
+28,6.179367725877539,3.0540000000560665,4.899497971353792,1.6654283137018846,Iris-versicolor
+29,5.1091098456462305,3.072366152353935,1.5100400180964122,0.2615654218362417,Iris-setosa
+30,6.179367378924246,3.0540000000857317,4.899496202075581,1.665428238543852,Iris-versicolor
+31,6.179942553424271,3.0551726504953685,1.5123909855069912,1.6680452278775157,Iris-setosa
+0,6.179366632567582,3.0540000012783968,4.899491910132008,1.6654276096536134,Iris-versicolor
+1,6.179366810389945,3.0540000007165142,4.899492729988002,1.665427803734919,Iris-versicolor
+2,6.179368423456566,3.0540000000559493,4.8995016367336035,1.6654285480915711,Iris-versicolor
+3,6.179366719674398,3.0540000001242125,4.89949229445975,1.6654276776432313,Iris-versicolor
+4,6.179379459926739,3.0540000440018695,4.8995909084401355,1.6654477137890313,Iris-versicolor
+5,6.186505706173064,3.0540002176781127,4.921860729794473,1.6718998033667387,Iris-virginica
+6,6.179366745536811,3.054000083286612,1.5100227393745729,1.6654276830391448,Iris-versicolor
+7,6.179366713614596,3.0540000114413495,4.899492078600917,1.665427679644391,Iris-versicolor
+8,6.184127326603722,3.0624021467365234,4.938413733510774,1.6946034512981574,Iris-versicolor
+9,5.108958752926234,3.0546287800231378,1.5100276416579845,0.26153582300476536,Iris-setosa
+10,6.17936662018211,3.0540000022713247,4.899491851597451,1.6654276028622386,Iris-versicolor
+11,6.179366934596508,3.0540000590719014,1.5100230774005654,1.6654278799949231,Iris-versicolor
+12,6.179366737822891,3.0540000001120893,4.899492370165216,1.665427691187149,Iris-versicolor
+13,6.309588549914985,3.0541871989770915,5.181700302027233,1.76626668997529,Iris-virginica
+14,6.179366742182129,3.054000000084666,4.899492418083241,1.6654276930962952,Iris-versicolor
+15,5.109177861898857,3.076627090684543,1.5100467220190146,0.26158099314531136,Iris-setosa
+16,6.1793699348834386,3.054006183721244,1.5100279101320773,1.6654324162301721,Iris-setosa
+17,6.179600567858644,3.05400000016535,4.900371967314801,1.66548127545294,Iris-versicolor
+18,5.10909246775052,3.0716013638863897,1.5100367784914228,0.2615591650135319,Iris-setosa
+19,6.1828633252059735,3.0581365114890557,4.923832127178512,1.6793566457365396,Iris-versicolor
+20,6.187423227970628,3.0717374078494704,4.971522398647514,1.741933598310973,Iris-virginica
+21,6.179373621720411,3.0540000000480516,4.899525366020907,1.6654293420314092,Iris-versicolor
+22,6.192820985594228,3.0541764632192336,4.968748806098918,1.7004341036145179,Iris-virginica
+23,6.186931408260557,3.0747525918162184,4.9687913543788635,1.7406035391731611,Iris-virginica
diff --git a/iris/lct_gan/1/17/test.csv b/iris/lct_gan/1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/17/train.csv b/iris/lct_gan/1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/17/val.csv b/iris/lct_gan/1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/18/synth.csv b/iris/lct_gan/1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e4fd78a48def27b963228ec0bf9644b15198754
--- /dev/null
+++ b/iris/lct_gan/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366800426577,3.054000023650191,1.510022964713582,1.6654277951673964,Iris-versicolor
+1,5.108980419147327,3.056724559116869,1.5100338714351906,0.26154495929939076,Iris-setosa
+2,6.179368338763503,3.0540000000451637,4.899500381786716,1.6654283970466661,Iris-versicolor
+3,6.249323685278415,3.055622296971736,5.147322692597948,1.783171121647793,Iris-virginica
+4,6.185922148226807,3.055646132416125,4.950504345665839,1.7009114230402764,Iris-virginica
+5,6.179482122227358,3.054000000142164,4.900023070022002,1.6654599064986413,Iris-versicolor
+6,6.195663558128828,3.054376968731331,4.985854146396685,1.7163729535015335,Iris-virginica
+7,6.179367966330769,3.0540000012275192,4.89949990243585,1.665429360161589,Iris-versicolor
+8,6.181222616115858,3.056827427834497,1.5154619726986625,1.6705396303611035,Iris-setosa
+9,6.179366762545962,3.0540006825245145,1.510022688913829,0.26153090509927734,Iris-setosa
+10,6.311060087415996,3.0541244450285223,5.17358981443994,1.7638147354066358,Iris-virginica
+11,6.179368404726702,3.0540000005220507,4.899503482537985,1.665429552749446,Iris-versicolor
+12,5.108971532299612,3.0558677366362246,1.5100341456577273,0.2615444853212711,Iris-setosa
+13,6.1798683828668475,3.054001531744931,4.9041907477450675,1.666966282708019,Iris-versicolor
+14,5.1090211336198825,3.058958354415912,1.5100626198462044,0.26158215901521614,Iris-setosa
+15,6.304968498421693,3.0540788922361863,5.144387111418591,1.7413348234111594,Iris-virginica
+16,6.179668402043685,3.0540000009732173,4.90093515895662,1.6655747568170687,Iris-versicolor
+17,6.181452287462989,3.0575223503680946,1.5170592901552147,1.6729133840612815,Iris-setosa
+18,6.179367519315507,3.0540000000440792,4.899496157866898,1.6654280753389281,Iris-versicolor
+19,6.17936798280008,3.0540000000681577,4.899499737175905,1.6654284947208093,Iris-versicolor
+20,6.179366878253215,3.054000000085438,4.899493081577981,1.6654278195146415,Iris-versicolor
+21,6.179679436506065,3.0540000002222647,4.900599758452776,1.6654987099997083,Iris-versicolor
+22,6.19146856522725,3.061633265068939,4.992026961302135,1.7441047690700002,Iris-virginica
+23,5.109192322936641,3.0740184109864903,1.5100592543915834,0.2616001780828639,Iris-setosa
+24,6.17941900513043,3.0540000000378424,4.899651303502624,1.6654318086540811,Iris-versicolor
+25,6.18328679980808,3.0540000400860996,4.911612226315432,1.6680266843923774,Iris-virginica
+26,6.179975866575001,3.0544555332687695,4.904296494666135,1.6678504012791537,Iris-versicolor
+27,6.189966438321286,3.0556258915016823,4.969150138184504,1.709516839952113,Iris-virginica
+28,5.109168904701123,3.084716303624777,1.510034719856373,0.26156453985849404,Iris-setosa
+29,5.108948676956117,3.054011554748462,1.5100234817389566,0.2615313303914167,Iris-setosa
+30,5.109023055136824,3.0631198774903408,1.5100298102108185,0.2615421366879458,Iris-setosa
+31,6.187718860946641,3.0699332959227084,4.973797756090826,1.744096592864714,Iris-virginica
+0,6.179369241293954,3.0540000000343053,4.899502702481667,1.6654283610840155,Iris-versicolor
+1,6.183220888201756,3.0540003248548477,4.916059002301482,1.6707105207188153,Iris-virginica
+2,6.179366657859388,3.054000003168833,4.899491975176572,1.6654276392627405,Iris-versicolor
+3,6.179366879587956,3.0540000000499847,4.899493018306553,1.6654277557621493,Iris-versicolor
+4,6.181669609861204,3.0540000276035033,4.907969634081979,1.667168692014922,Iris-virginica
+5,6.179479458428043,3.054000000086598,4.8999360389563975,1.6654484501096312,Iris-versicolor
+6,6.18361933514059,3.05900982972685,4.937215940648154,1.6939912375357844,Iris-versicolor
+7,6.180317043522472,3.054000092795355,4.9046847754701925,1.6663041459896788,Iris-versicolor
+8,6.179366923217358,3.054000044066716,1.5100230965379062,1.6654278871218926,Iris-versicolor
+9,6.1794316277872765,3.0540000194605375,4.900026394448357,1.6655031452051654,Iris-versicolor
+10,6.1793667254362274,3.0540000000663845,4.8994923464222335,1.6654276701486186,Iris-versicolor
+11,5.109291150242572,3.0591545044255892,1.51041443442664,0.2618606919009311,Iris-setosa
+12,6.179367091520398,3.0540000000802094,4.899494253177531,1.6654279802957261,Iris-versicolor
+13,6.17936713807566,3.054000000079429,4.8994945063601865,1.6654280140282973,Iris-versicolor
+14,5.109135030517196,3.0782569908659094,1.5100329086804687,0.2615537341252097,Iris-setosa
+15,6.1793724299209565,3.0540000000270804,4.899510586555353,1.6654284901967278,Iris-versicolor
+16,5.108985471393809,3.057411383594282,1.5100468169819627,0.26156214887251344,Iris-setosa
+17,6.200995904371696,3.0574334196606894,5.026842010072796,1.7566847059295227,Iris-virginica
+18,6.179368121101508,3.0540027959328655,1.5100245686464429,0.2615316865407091,Iris-setosa
+19,5.109170159407758,3.087208800838171,1.5100340019122236,0.2615654946929014,Iris-setosa
+20,6.179366732040402,3.0540000000585135,4.899492389614887,1.6654276677263353,Iris-versicolor
+21,6.179367155698567,3.0540000000479055,4.89949426667941,1.6654278998602288,Iris-versicolor
+22,6.1793695803422874,3.054000006341381,4.899517723530664,1.665432989295118,Iris-versicolor
+23,6.180861554503943,3.0540608936895195,4.9129031302792825,1.6712731246378312,Iris-versicolor
+24,6.179389055012311,3.0540000000983833,4.89962458602793,1.665435476196453,Iris-versicolor
+25,6.180189458545224,3.0550929912684066,1.5134120631785293,1.669143475608472,Iris-setosa
+26,5.108948687675479,3.0540347813837423,1.5100232078108837,0.26153124169143427,Iris-setosa
+27,5.109168910389078,3.086795349801267,1.5100346128852264,0.26156650653909624,Iris-setosa
+28,6.179366813056555,3.054000476071049,1.5100227495110412,0.2615309244528189,Iris-setosa
+29,6.179478255054335,3.054671393475495,1.5102539425088177,0.261673145411668,Iris-setosa
+30,6.179487366306181,3.054000001574144,4.900292775206187,1.665518028358265,Iris-versicolor
+31,6.179366739645219,3.0540000037861783,4.899492260435206,1.665427710550581,Iris-versicolor
+0,5.109154672641983,3.082935603031338,1.5100337726458146,0.2615595722955902,Iris-setosa
+1,6.179369031974101,3.054000000122441,4.899508819554617,1.6654293544963559,Iris-versicolor
+2,5.109232220511804,3.0765851235110415,1.5100524986545694,0.2615918361367978,Iris-setosa
+3,5.108971026846612,3.055890914733616,1.510029220837689,0.2615386841742783,Iris-setosa
+4,6.179366800930717,3.054000000292691,4.899492672592897,1.6654277757850964,Iris-versicolor
+5,6.1793666406924945,3.054000000376773,4.899491982148168,1.665427619846301,Iris-versicolor
+6,6.179366711529699,3.0540000006206403,4.899492236717033,1.665427682297349,Iris-versicolor
+7,6.180249913422382,3.0549711619184716,1.5132644601424179,1.6685693918453572,Iris-setosa
+8,5.109086469058333,3.0718819038480305,1.5100360909026416,0.2615577086708309,Iris-setosa
+9,5.109146894208991,3.079853305073147,1.510036595389403,0.2615643106416474,Iris-setosa
+10,5.108949220733058,3.054019526135739,1.510024041775738,0.26153166049790616,Iris-setosa
+11,6.179367844951664,3.0540000000330094,4.899496603716692,1.6654280212371366,Iris-versicolor
+12,5.109176530404821,3.085049819334893,1.5100367008554239,0.2615712035198858,Iris-setosa
+13,6.192764893398836,3.0540007887020804,4.939157806249118,1.6814175258158013,Iris-virginica
+14,6.194225289987021,3.0540010420243697,4.943541379685657,1.6843837167147682,Iris-virginica
+15,6.179809515465191,3.0540000007811168,4.901241408061295,1.6655829532992257,Iris-versicolor
+16,6.179370629731113,3.054000000030176,4.899506257569351,1.6654284170120877,Iris-versicolor
+17,6.179367162971283,3.0540000000754173,4.899494502049127,1.665428000091981,Iris-versicolor
+18,5.109029135574156,3.0619217748975593,1.5100412160676306,0.26156108549548024,Iris-setosa
+19,5.109157344046691,3.074892964831376,1.5100480488117074,0.261580890877045,Iris-setosa
+20,6.1793680369653705,3.0540001661858414,1.5100263744485842,1.6654301284220838,Iris-versicolor
+21,6.189116221441328,3.0540003657069668,4.92839533640131,1.6745478918375278,Iris-virginica
+22,6.1793667097001155,3.054000004188448,4.899492166411365,1.6654276938656838,Iris-versicolor
+23,6.181237335994641,3.054000036372741,4.907168374585616,1.6669046379619339,Iris-virginica
+24,6.304232021337806,3.0540659017092024,5.152016010508655,1.7591390161327405,Iris-virginica
+25,6.183589728757355,3.058399185457604,4.933515522244333,1.6883084502280712,Iris-versicolor
+26,5.108955456736756,3.0543511181305067,1.5100278198049322,0.26153515794016924,Iris-setosa
+27,6.179367109963588,3.0540000000456495,4.89949399480023,1.6654278581330006,Iris-versicolor
+28,6.182072153072459,3.0540001655234255,4.910770307854096,1.6676266102859634,Iris-virginica
+29,6.179368099278594,3.054000002057968,4.899501800054622,1.6654298191466341,Iris-versicolor
+30,5.109158837724325,3.079608967191855,1.5100419564086265,0.26157608131073695,Iris-setosa
+31,6.179538402247001,3.054000000308939,4.900314004155418,1.665493138231671,Iris-versicolor
+0,6.179366881539112,3.054000098288475,1.5100229919188688,1.6654278606983015,Iris-versicolor
+1,5.108948198411616,3.054007855391108,1.5100229133924772,0.26153104185103143,Iris-setosa
+2,5.108989743179764,3.0584913963597313,1.5100283075792773,0.2615385243429209,Iris-setosa
+3,6.179366676168441,3.054000010272209,1.5100227267184094,1.6654276456355428,Iris-versicolor
+4,5.109001879493093,3.0593602523252703,1.5100316115605965,0.2615439594433189,Iris-setosa
+5,6.187171798901801,3.067082153890284,4.9665181793796584,1.730629782430527,Iris-virginica
+6,6.184336918686454,3.055760671080503,4.940157131146605,1.6924376345506522,Iris-versicolor
+7,5.109019621373123,3.062121566527095,1.510032881340153,0.26154780827860513,Iris-setosa
+8,6.179367978430289,3.054000001133716,4.899500584324443,1.6654294406057488,Iris-versicolor
+9,6.191851373406005,3.05866278633271,4.987910821689837,1.733534044936622,Iris-virginica
+10,6.179366687300021,3.0540000001252836,4.899492144377349,1.6654276447015306,Iris-versicolor
+11,6.179366870463871,3.0540000000565177,4.899493008884819,1.6654277730621543,Iris-versicolor
+12,5.109293918534685,3.0672954397981798,1.5101484064952162,0.2617089504126531,Iris-setosa
+13,5.109109682322479,3.074781198334016,1.510036060736114,0.26155994822335316,Iris-setosa
+14,6.179381150290539,3.0540000001376453,4.899583710568773,1.665433164571445,Iris-versicolor
+15,6.179394134879719,3.0540007261445776,4.89977777931905,1.6654975107457848,Iris-versicolor
+16,6.179367095176714,3.0540000007223984,4.899494333649303,1.665428186182513,Iris-versicolor
+17,6.185901448299227,3.0685384862908633,4.957152261143701,1.7208124567887106,Iris-virginica
+18,5.109358074599887,3.060471011985883,1.5104401009339876,0.2619071985380065,Iris-setosa
+19,6.211645675842643,3.0540128088027183,4.992140979936503,1.700630449996848,Iris-virginica
+20,6.179366660315439,3.054000000070324,4.89949207292488,1.66542761849521,Iris-versicolor
+21,6.180374969210237,3.057891600076785,1.5110558794376348,0.26215127414113687,Iris-setosa
+22,6.179367162582949,3.054000001207348,4.899494726009708,1.665428305440161,Iris-versicolor
+23,6.183479032145545,3.060431410174882,4.929605748668533,1.6840772754117772,Iris-versicolor
diff --git a/iris/lct_gan/1/18/test.csv b/iris/lct_gan/1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/18/train.csv b/iris/lct_gan/1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/18/val.csv b/iris/lct_gan/1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/19/synth.csv b/iris/lct_gan/1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2daa687fa04e8abc894b0060c56d62618e467830
--- /dev/null
+++ b/iris/lct_gan/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368343292951,3.0540000000394256,4.899499728853785,1.6654282920064654,Iris-versicolor
+1,5.108993050162265,3.0582886855581326,1.5100320704534922,0.26154435948988275,Iris-setosa
+2,6.227616864585903,3.0540163429601965,5.02937236953839,1.7325251612371053,Iris-virginica
+3,6.227190146709299,3.0540407312614075,5.032625199297726,1.7183357974210036,Iris-virginica
+4,6.179366712996203,3.0540000001082266,4.899492263950752,1.6654276669758645,Iris-versicolor
+5,6.1793683011177345,3.05400000003899,4.899499159697008,1.665428270341912,Iris-versicolor
+6,6.321724397847899,3.054184241506742,5.190196250516321,1.7620285314529245,Iris-virginica
+7,6.17936658898619,3.0540000043128073,4.899491739485481,1.6654275759147508,Iris-versicolor
+8,6.17936755765522,3.0540000001594447,4.8994975673722285,1.6654285219938418,Iris-versicolor
+9,6.179366843683411,3.0540011547882364,1.510022742457415,0.2615309286752977,Iris-setosa
+10,6.221987959513941,3.0540164891021155,5.015145110209208,1.7142902952218388,Iris-virginica
+11,5.108958877827461,3.054375108629499,1.5100344972378026,0.261540667590881,Iris-setosa
+12,6.179974425550563,3.0567883039659782,1.5111650949546114,0.2621662557829336,Iris-setosa
+13,6.19223095364819,3.0565907177139864,4.985474945169819,1.7269621246679074,Iris-virginica
+14,6.179367262423008,3.0540000000655727,4.899495243974994,1.6654280791043994,Iris-versicolor
+15,5.109070945987004,3.062726700069208,1.5100964586018724,0.26163684552094874,Iris-setosa
+16,6.241163171603627,3.054591417599061,5.104766808492215,1.763630519563513,Iris-virginica
+17,6.179397431627265,3.0541931198291836,1.5100673884844475,0.26155654946615686,Iris-setosa
+18,5.109158668494836,3.067709438205,1.5100795900238304,0.2616237190943445,Iris-setosa
+19,6.180063519519326,3.0573877967806036,1.5112841355223436,0.262267541340551,Iris-setosa
+20,5.109180590862088,3.076982789365492,1.5100484482469376,0.2615852896201174,Iris-setosa
+21,6.183520782332913,3.0586370869126394,4.933327625688261,1.6883899235362527,Iris-versicolor
+22,6.17937129976393,3.0540000000214182,4.899503651883418,1.6654281500267498,Iris-versicolor
+23,5.109132178494277,3.071251106706378,1.510056045745293,0.2615922630382617,Iris-setosa
+24,6.187000525145149,3.0578089605011214,4.961522258402145,1.715624086833253,Iris-virginica
+25,6.179366793953953,3.054000013986561,4.899492368177434,1.665427762397849,Iris-versicolor
+26,6.180752268109994,3.0540002759777116,4.90745756953503,1.6672561883821502,Iris-versicolor
+27,6.179369219716483,3.05400003697133,4.899515219655196,1.6654339807824061,Iris-versicolor
+28,6.18736180793695,3.0566711378253806,4.959589400854865,1.7080400202132713,Iris-virginica
+29,6.182384252359461,3.0582313859897927,4.919443177362831,1.6764874306355457,Iris-versicolor
+30,6.187539703495231,3.0631078731850927,4.968239740067581,1.7290384958176792,Iris-virginica
+31,5.108949226154991,3.0540247797156663,1.5100238567498019,0.2615315953204819,Iris-setosa
+0,6.179369998580977,3.054000000046954,4.899509261297167,1.6654288204336796,Iris-versicolor
+1,6.1793716774958,3.0540000001735876,4.899530695990989,1.6654308402566653,Iris-versicolor
+2,5.1093111324917295,3.06604934171821,1.5101340364482092,0.26167780827289355,Iris-setosa
+3,6.185280745378348,3.0675547530764304,4.951563353218204,1.7120231992387025,Iris-versicolor
+4,5.108953127086181,3.0543010385122367,1.510025615503363,0.2615333774568707,Iris-setosa
+5,5.109167331827675,3.0870939304314002,1.5100346154865893,0.2615672779615226,Iris-setosa
+6,5.10898431469872,3.057623273306412,1.5100301464683783,0.26154127924320597,Iris-setosa
+7,6.179367031434239,3.0540000000761696,4.899493849144632,1.6654279199249693,Iris-versicolor
+8,6.179654588714852,3.0540000002665817,4.900583810371444,1.6655029301059274,Iris-versicolor
+9,5.108952281084857,3.0542171351057203,1.510024639577991,0.26153250856528987,Iris-setosa
+10,5.109167469670923,3.0640356877327926,1.5101653496814018,0.26171368886955443,Iris-setosa
+11,6.186418952066152,3.0742553207360293,4.964608028005876,1.7359158068155212,Iris-virginica
+12,6.179370990763038,3.054000003011962,4.8995243511345645,1.665432943890014,Iris-versicolor
+13,6.232049146381468,3.054021623003045,5.036738887568792,1.7267708549717007,Iris-virginica
+14,5.109132222652797,3.079636375935482,1.5100348612293635,0.2615602691899445,Iris-setosa
+15,5.108948035341876,3.054003649803444,1.5100228072242543,0.26153097319520124,Iris-setosa
+16,6.17936680123286,3.0540000008114925,4.899492663878031,1.6654277890121632,Iris-versicolor
+17,6.179372111655896,3.0540002017439045,4.899536109591424,1.6654410473392014,Iris-versicolor
+18,6.272576591377238,3.0543391348547275,5.147501540453097,1.7676486709530552,Iris-virginica
+19,5.108951986151469,3.0541698340186496,1.5100256254545161,0.26153319057499536,Iris-setosa
+20,6.179449402582528,3.0540000001215377,4.899888689001403,1.6654509679973957,Iris-versicolor
+21,6.185689614787538,3.0643184904250744,4.954197175542659,1.7148593897786804,Iris-virginica
+22,6.179377815971607,3.054000000049424,4.8995455285449765,1.6654299864001514,Iris-versicolor
+23,6.190911258841167,3.0540425031545526,4.954014594394869,1.6893112817085914,Iris-virginica
+24,6.261599225477987,3.054102430085915,5.103452539400576,1.7456130668729284,Iris-virginica
+25,6.179366677758029,3.054000000257115,4.899492119099827,1.6654276475572096,Iris-versicolor
+26,5.109226902708896,3.0673967917779175,1.5101285626493823,0.26168938158698113,Iris-setosa
+27,6.179366785986889,3.0540011273783727,1.5100226899145206,0.26153090782111077,Iris-setosa
+28,5.108954097306163,3.054362265283645,1.510025226565004,0.2615331027046118,Iris-setosa
+29,6.179367013620485,3.0540000003865333,4.899493989648143,1.6654280845581995,Iris-versicolor
+30,6.186687314206989,3.0648340549298645,4.961437211869627,1.7222049369798083,Iris-virginica
+31,6.224936776478293,3.0540111329500714,5.011572480473918,1.705903338945896,Iris-virginica
+0,5.109143765090399,3.0790710200872033,1.5100369812056864,0.2615645781259609,Iris-setosa
+1,6.179757224853574,3.05400004988786,4.901809045983515,1.6657420525991935,Iris-versicolor
+2,5.108997727118975,3.060024385502288,1.51002880648003,0.26153973426533356,Iris-setosa
+3,5.109117326665761,3.065680473156072,1.5100602613326666,0.2615903821830789,Iris-setosa
+4,6.179369406444925,3.0540000000954985,4.899509363919845,1.6654292529198351,Iris-versicolor
+5,6.364714533954963,3.054153165598489,5.230472562372645,1.7640775811569398,Iris-virginica
+6,6.201166644786777,3.0540031778714027,4.96522746067342,1.698417070312128,Iris-virginica
+7,5.109056861904385,3.067618528111381,1.5100314786414353,0.26154683566684606,Iris-setosa
+8,6.18729273776332,3.0710807056215503,4.970372281870477,1.7402985595381544,Iris-virginica
+9,6.179366709328101,3.054000002282973,4.899492215686067,1.6654276918855206,Iris-versicolor
+10,5.108949568993932,3.0540652418844507,1.5100235661494215,0.26153152195517904,Iris-setosa
+11,6.179382345620822,3.054000000433357,4.899616495505075,1.6654387622061133,Iris-versicolor
+12,6.179367045990692,3.0540000000842626,4.899493920601346,1.6654279445219067,Iris-versicolor
+13,6.179378978349312,3.0540071513401688,1.5100628990906275,1.6654630361527263,Iris-setosa
+14,6.17937276736149,3.0540016574086266,1.5100401360195286,1.665441445765057,Iris-versicolor
+15,5.108970193929427,3.05590433998702,1.5100279275990567,0.2615374006820117,Iris-setosa
+16,6.179366636378852,3.054000000346375,4.899491966158366,1.6654276138943114,Iris-versicolor
+17,5.109008709875838,3.0606029394052072,1.5100313087750794,0.26154427785466206,Iris-setosa
+18,6.17936676675831,3.0540001132007975,1.5100227541773759,1.6654277040346868,Iris-setosa
+19,6.188906297501617,3.0683987572403137,4.982957680368864,1.7515523263407513,Iris-virginica
+20,6.241965417720829,3.0540216775529467,5.055521939562863,1.7435846436532783,Iris-virginica
+21,6.1850970200132425,3.064063734001381,4.948681057443523,1.7071423113721442,Iris-versicolor
+22,6.179366645465555,3.0540000009126813,4.899491980967971,1.665427624501763,Iris-versicolor
+23,6.192988933112138,3.0540012366216387,4.939565832622429,1.6761359916552783,Iris-virginica
+24,6.180265349477805,3.057234331763727,1.5110760769856029,0.26212177794291025,Iris-setosa
+25,5.10927558838041,3.0716465557126655,1.5100853459188976,0.26163585724662675,Iris-setosa
+26,6.189283167113698,3.0633938651120958,4.981804524428974,1.7430171575837496,Iris-virginica
+27,6.240095590494742,3.054110695780425,5.069904871567082,1.7354134498002312,Iris-virginica
+28,5.109256566729589,3.0699815063330846,1.5101041735832488,0.2616633451131224,Iris-setosa
+29,6.199529756060682,3.0540033180229265,4.960991962004786,1.6920220314454015,Iris-virginica
+30,6.180280263869396,3.054000000558648,4.901938823630924,1.6655917521229726,Iris-versicolor
+31,6.179366833600237,3.054000000163221,4.899492858760145,1.6654278010944192,Iris-versicolor
+0,6.179366820717988,3.054000000065291,4.89949281416444,1.665427755042072,Iris-versicolor
+1,6.198363203488416,3.0590556783970264,5.019512237147179,1.7514989819846347,Iris-virginica
+2,6.179367318213885,3.054000000093117,4.8994954787359335,1.6654281528840593,Iris-versicolor
+3,6.179515050993065,3.0551603794479054,1.5104097563199859,0.2617860756436373,Iris-setosa
+4,6.179366728665039,3.0540000010307415,4.899492323574096,1.6654277131625543,Iris-versicolor
+5,6.192697085815515,3.054000895726903,4.939462857530445,1.6801534309710762,Iris-virginica
+6,6.252568800327093,3.0540509252368735,5.079908057228725,1.741252578485839,Iris-virginica
+7,6.179639994807514,3.0540000002600602,4.900547671848545,1.665501362287059,Iris-versicolor
+8,6.179700363125599,3.057236789494901,1.5103906267791143,0.2618295581969909,Iris-setosa
+9,5.10934127911752,3.0612123673863,1.5103249495405995,0.26181270114304,Iris-setosa
+10,6.212278404395897,3.0553706090393997,5.052409111404263,1.7572753829276921,Iris-virginica
+11,5.109086250507608,3.0714957891087353,1.510032002248334,0.26154932353932037,Iris-setosa
+12,6.179367045781377,3.0540000001857965,4.8994939438646545,1.6654280196738656,Iris-versicolor
+13,6.179366690102991,3.054000000137217,4.899492164308985,1.6654276512895745,Iris-versicolor
+14,6.17936825993365,3.054000000059402,4.899500913876398,1.6654285417701833,Iris-versicolor
+15,6.187436380243499,3.07066608256906,4.971071783347019,1.740634058017633,Iris-virginica
+16,5.109139485070359,3.076242075514816,1.5100395323705103,0.26156765017309125,Iris-setosa
+17,6.248828995284358,3.0545247562946134,5.1177410322331705,1.766590371130129,Iris-virginica
+18,5.109005381576314,3.0602392756870134,1.5100318700245232,0.26154520183794794,Iris-setosa
+19,6.1793668935564625,3.0540000000524583,4.899493100013819,1.6654277749576096,Iris-versicolor
+20,5.109155039848197,3.0825950069303576,1.5100361894503656,0.26156599903063654,Iris-setosa
+21,6.179366826655558,3.054001431390275,1.510022704551838,0.261530918183154,Iris-setosa
+22,5.109171131715085,3.07946549348711,1.5100404567161212,0.26157230983733964,Iris-setosa
+23,5.109203132998717,3.0789552465200702,1.5100450576508766,0.2615813492115619,Iris-setosa
diff --git a/iris/lct_gan/1/19/test.csv b/iris/lct_gan/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/19/train.csv b/iris/lct_gan/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/19/val.csv b/iris/lct_gan/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/2/synth.csv b/iris/lct_gan/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ffb1a7f86bad13a9f8921779035d2fea5668a72
--- /dev/null
+++ b/iris/lct_gan/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366794564878,3.054000230329783,1.5100227744443864,1.665427725512873,Iris-setosa
+1,6.179372068242916,3.0540000000658805,4.899523272046836,1.6654295500208782,Iris-versicolor
+2,5.1091415921888785,3.080775851990354,1.510034028372349,0.26155849711657736,Iris-setosa
+3,6.181204504986435,3.0541574678606325,4.915748141591574,1.6732688801490003,Iris-versicolor
+4,5.109053929603147,3.061016789700168,1.5100700628071206,0.2615963974123233,Iris-setosa
+5,6.179366705215774,3.054000065270998,1.5100227148886496,1.6654276694290888,Iris-versicolor
+6,6.185562093166388,3.0706737811659486,4.955455951771831,1.7195665218636271,Iris-virginica
+7,6.180331689326038,3.05475291456513,4.90696911321763,1.669424891149044,Iris-versicolor
+8,5.109225535626706,3.0670604796514915,1.5101049499112316,0.2616513596106666,Iris-setosa
+9,6.17936761332695,3.0540000000654617,4.899497548124179,1.6654283137091532,Iris-versicolor
+10,5.108953671741557,3.0544108910511936,1.5100248685979467,0.26153282126980276,Iris-setosa
+11,5.109169427967416,3.0871299666908625,1.510033852571909,0.2615652114862276,Iris-setosa
+12,6.179367122919772,3.0540000000471847,4.899494108743494,1.6654278779076992,Iris-versicolor
+13,6.179367610918314,3.0540000000564236,4.899496950138075,1.6654282174394697,Iris-versicolor
+14,6.179372161786708,3.054000000122246,4.899531368191053,1.6654304611175743,Iris-versicolor
+15,6.179370963572395,3.054000001309352,4.899526706879057,1.6654321810986028,Iris-versicolor
+16,6.179366838983371,3.0540000002428007,4.899492809687446,1.6654277939169937,Iris-versicolor
+17,5.108976450594099,3.056317966705518,1.5100303499332042,0.2615406353658761,Iris-setosa
+18,6.18087759170155,3.057513713595268,1.5149106047018337,1.6705442188729587,Iris-setosa
+19,6.1793692119682015,3.0540000857899146,4.899508185549889,1.6654328221001466,Iris-versicolor
+20,5.109350032727438,3.0668200071677587,1.510175629243305,0.2617359224923849,Iris-setosa
+21,6.179367105827153,3.0540000000470817,4.899494043007759,1.6654278701097645,Iris-versicolor
+22,6.179372135758257,3.0540000000271283,4.8995099513307805,1.6654284682035994,Iris-versicolor
+23,6.179429287680325,3.0540000000661647,4.899750702345901,1.6654384742683344,Iris-versicolor
+24,5.108948110764411,3.0540042145482995,1.510022846546613,0.261530998580927,Iris-setosa
+25,6.179366786485858,3.054000000437623,4.89949256947566,1.6654277540295377,Iris-versicolor
+26,6.179463596603515,3.054000000064329,4.899847255760253,1.665441555242317,Iris-versicolor
+27,6.179366714467197,3.0540000001030574,4.89949228464794,1.6654276711839042,Iris-versicolor
+28,6.179367794881021,3.0540014543433056,1.5100239273213723,1.6654286408072165,Iris-setosa
+29,5.10895203306189,3.0540829839457997,1.5100268032541697,0.261533489642767,Iris-setosa
+30,6.179367322071005,3.054000007343878,4.899496689483299,1.6654289711313899,Iris-versicolor
+31,6.1793703063859775,3.0540000006136587,4.899518254323403,1.6654310472892837,Iris-versicolor
+0,5.108987643091122,3.057975366590512,1.5100293269094411,0.26154001738012345,Iris-setosa
+1,6.310361838024981,3.0544667004200274,5.209148194918498,1.7774126326628445,Iris-virginica
+2,6.188412531966284,3.054000182856726,4.923985504847856,1.6721393134082303,Iris-virginica
+3,6.187524415764539,3.05812609375161,4.964015660146622,1.7159866816355176,Iris-virginica
+4,6.179503110122349,3.054049992267993,4.900810533346856,1.6659950897222893,Iris-versicolor
+5,6.216089293761021,3.054084038576197,5.0205061934823005,1.7160589950489102,Iris-virginica
+6,5.1090489987541625,3.0669225818752954,1.510032840985821,0.26154961603647986,Iris-setosa
+7,6.179392245256305,3.054117770964232,1.5100726339426658,0.26155904977942285,Iris-setosa
+8,6.179377312047702,3.054000007249436,4.899595824576004,1.665441456346372,Iris-versicolor
+9,6.179368328189572,3.0540000000903955,4.899501727383789,1.6654287484362909,Iris-versicolor
+10,6.179998713899584,3.055391437571547,1.5124870017775003,1.6680927948930455,Iris-setosa
+11,6.197463692600862,3.0540549242570894,4.97390869178839,1.6975016354840418,Iris-virginica
+12,6.179859897289154,3.0540000029466996,4.901918616480996,1.6657715075388106,Iris-versicolor
+13,6.223828243102861,3.0541753907288802,5.049182208330502,1.7362607147826474,Iris-virginica
+14,6.1827913216537,3.0581991998337306,4.920339616279591,1.6761458399695865,Iris-versicolor
+15,6.179371569424277,3.0540000000272927,4.89950772371578,1.6654284108702213,Iris-versicolor
+16,6.179825853756772,3.054026799005361,4.903950413904612,1.66711819850273,Iris-versicolor
+17,5.109152162370396,3.082276418319855,1.5100345375585273,0.2615611989473329,Iris-setosa
+18,6.179379553223387,3.054000000031039,4.899534612208423,1.6654292695702317,Iris-versicolor
+19,6.179605292201771,3.055948924474175,1.5102964348009478,0.26172967212196846,Iris-setosa
+20,6.225583978457721,3.0540172200805547,5.0307027099233075,1.744418903705818,Iris-virginica
+21,6.179369139463847,3.0540000000705825,4.899507743798179,1.6654290244815408,Iris-versicolor
+22,6.186238546665182,3.0752981763411205,4.963511227900622,1.7346404753981681,Iris-virginica
+23,6.1793884947721756,3.0540000002908316,4.89964178254624,1.665439177004172,Iris-versicolor
+24,6.241424011188181,3.054071176383059,5.063621971429392,1.729072296889812,Iris-virginica
+25,6.191009934700853,3.0540004808741057,4.933066088840503,1.6771943167637557,Iris-virginica
+26,6.197456044552445,3.054002153488751,4.955062624065777,1.6918599510630783,Iris-virginica
+27,6.179373121702476,3.054000000020045,4.899507096086611,1.6654282197139565,Iris-versicolor
+28,6.1807983089954455,3.054200232393124,4.913116215617191,1.6720746884336872,Iris-versicolor
+29,5.109108124206969,3.0710120863628365,1.5100491974266461,0.26158103057561355,Iris-setosa
+30,6.179771298273571,3.0540000001827394,4.900708423278945,1.6654921324619179,Iris-versicolor
+31,6.182064447855404,3.054000019183839,4.908142885124878,1.667005609488722,Iris-virginica
+0,6.184699400973908,3.054000068409946,4.915177670087732,1.6691611530634864,Iris-virginica
+1,5.108948206775258,3.054004079360539,1.5100229482042598,0.2615310352978526,Iris-setosa
+2,6.1797924458769105,3.0563512441803518,1.5104823997762589,0.26183521325291925,Iris-setosa
+3,6.179367270830766,3.0540000000420644,4.899494630180909,1.6654279080306482,Iris-versicolor
+4,5.1090636660700115,3.059150105342361,1.5101699583586328,0.26169742736344764,Iris-setosa
+5,5.108950092241809,3.05407428631706,1.510024714422386,0.2615322693755736,Iris-setosa
+6,6.254747142993975,3.0545433669220934,5.129089441422922,1.7692909267115453,Iris-virginica
+7,6.1794492684246825,3.0540000001376137,4.899901850279638,1.665453289636976,Iris-versicolor
+8,6.182137714869459,3.058862743783132,4.920081621995117,1.6784529287222145,Iris-versicolor
+9,6.179369953185397,3.0540000000631236,4.899512133406949,1.665429152758577,Iris-versicolor
+10,6.181224893449509,3.056475489101903,4.913298147972499,1.6735403368529362,Iris-versicolor
+11,6.179366923900536,3.054000000329441,4.899493282318956,1.6654279063771187,Iris-versicolor
+12,5.109356843593066,3.06741587083934,1.5101678576032689,0.2617283206873736,Iris-setosa
+13,6.1838544314081165,3.0613450450243924,4.932663887529328,1.6867997772201917,Iris-versicolor
+14,5.109137213539177,3.0796358446646805,1.510035826763887,0.2615622326969051,Iris-setosa
+15,6.186751567574192,3.0622797524082648,4.961218767349485,1.7201476588680789,Iris-virginica
+16,6.18035410849586,3.054000055456092,4.905064437105217,1.6667219696353193,Iris-versicolor
+17,6.17936690688847,3.0540000009597694,4.899493235903599,1.6654279310029305,Iris-versicolor
+18,5.108951180617578,3.0540704254536655,1.5100256067578706,0.261532687007882,Iris-setosa
+19,6.179367394657144,3.0540000000516643,4.899495659692028,1.6654280643274786,Iris-versicolor
+20,5.109239836479362,3.060194302808704,1.5102990699695487,0.2617910789129259,Iris-setosa
+21,5.109041721629905,3.059397205429343,1.5100927559190818,0.2616145875474198,Iris-setosa
+22,6.179394304373078,3.0540000000542937,4.899613687498971,1.6654323953292076,Iris-versicolor
+23,6.1794313406749986,3.0540000296634755,4.900040631290664,1.665511617757365,Iris-versicolor
+24,6.182610012709362,3.0540000810365533,4.9117476855871205,1.6685382139452318,Iris-virginica
+25,5.109164370529393,3.080528263697703,1.5100385893312545,0.2615694426884439,Iris-setosa
+26,6.186489897650015,3.0768769070947375,4.966398101179848,1.7393994118676055,Iris-virginica
+27,5.109102535047585,3.0739660598836847,1.5100323105398423,0.2615510096968427,Iris-setosa
+28,6.179428737508427,3.054000000093618,4.899779239957093,1.6654420238868741,Iris-versicolor
+29,6.180336362252247,3.054000002477615,4.902888453955617,1.6658171553504275,Iris-versicolor
+30,6.181530966325342,3.054025804855126,4.9153837234531546,1.6714217249666168,Iris-versicolor
+31,6.255935207706801,3.054376350676237,5.118979709965613,1.7574084991191024,Iris-virginica
+0,6.223956942258539,3.0540132996488616,5.0186822080034865,1.7222166955767162,Iris-virginica
+1,6.267628001475919,3.0544446345702574,5.147956789538929,1.772504129711872,Iris-virginica
+2,6.179369715555432,3.054000000221325,4.899512967342539,1.66542990408849,Iris-versicolor
+3,5.108950743515326,3.054108750894112,1.5100242618770636,0.26153203965974625,Iris-setosa
+4,6.179366948619907,3.0540000000932594,4.899493472934572,1.665427887984427,Iris-versicolor
+5,5.1092326641467185,3.0779784568540225,1.5100500560396337,0.26158916814849603,Iris-setosa
+6,6.202630334846312,3.057276879914048,5.033237884523462,1.7590015540891988,Iris-virginica
+7,6.1800045644910435,3.056058145902661,1.51194572092974,1.6676010845221638,Iris-setosa
+8,6.179367964409783,3.0540000926167465,4.899497598279032,1.6654296031243987,Iris-versicolor
+9,5.1090940095836155,3.0732500388559014,1.510035449392631,0.2615573430515692,Iris-setosa
+10,6.181066720025927,3.056799114119357,1.5151881527836004,1.6704132621491756,Iris-setosa
+11,6.179367812241634,3.0540000167239554,4.899500452227021,1.665430200824715,Iris-versicolor
+12,6.179692754162754,3.0540000027498655,4.901310762609634,1.66566925927012,Iris-versicolor
+13,6.179367039489834,3.05400000005308,4.8994937757463175,1.6654278605497954,Iris-versicolor
+14,6.179366673414408,3.0540000002500896,4.899492099293859,1.665427641522703,Iris-versicolor
+15,5.109062091825818,3.0681406401263227,1.510031306101701,0.2615464231007329,Iris-setosa
+16,6.188744959236122,3.0683790100656103,4.981739107386572,1.75118587834677,Iris-virginica
+17,6.180563060568706,3.054492154429211,4.909298898878397,1.6702798070498146,Iris-versicolor
+18,6.179367341812935,3.0540000000502037,4.899495501179014,1.6654280437132207,Iris-versicolor
+19,5.108986359489928,3.0579902156094163,1.5100307559466577,0.2615423402363618,Iris-setosa
+20,6.179490673307153,3.0540006289588453,4.900550032124326,1.6656633579742564,Iris-versicolor
+21,6.194948625255715,3.054001001218655,4.943941511114312,1.6844845881189308,Iris-virginica
+22,6.181443268587297,3.0540000260306455,4.907194192617992,1.6667647123104472,Iris-virginica
+23,6.184361202460241,3.0650106211708574,4.942194755391131,1.6999016943139562,Iris-versicolor
diff --git a/iris/lct_gan/1/2/test.csv b/iris/lct_gan/1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/2/train.csv b/iris/lct_gan/1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/2/val.csv b/iris/lct_gan/1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/20/synth.csv b/iris/lct_gan/1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3a4944ece234413dbd3481bdd95cdc728bfabf4
--- /dev/null
+++ b/iris/lct_gan/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2312508323511455,3.0540218877344425,5.0420340597791835,1.7451065923911295,Iris-virginica
+1,5.109311386886825,3.065244484967801,1.5101599842068145,0.2617071114973771,Iris-setosa
+2,6.185976933212465,3.074467516733826,4.961003205656659,1.7305498017855212,Iris-virginica
+3,6.179367693334059,3.054000000070769,4.899498165896881,1.665428407490577,Iris-versicolor
+4,6.179454261404856,3.0553687961784086,1.510101803054311,0.2615992659000992,Iris-setosa
+5,6.179435407219293,3.0540004431144387,4.900153432217758,1.6655830979264603,Iris-versicolor
+6,5.109019801120206,3.0627497998846516,1.5100304425716493,0.26154379961342,Iris-setosa
+7,6.17936681742541,3.0540000000712615,4.89949278587767,1.6654277530424184,Iris-versicolor
+8,6.179366687879904,3.054000000089687,4.89949216524696,1.6654276431908068,Iris-versicolor
+9,6.1885995682322035,3.0541918758455213,4.953400120690582,1.692766090596328,Iris-virginica
+10,6.179395911048222,3.054000000159883,4.899661576921494,1.6654381176380355,Iris-versicolor
+11,6.179367046790762,3.0540000000434726,4.8994936665240365,1.66542780927843,Iris-versicolor
+12,5.109114032929534,3.0758154747206174,1.5100379256820533,0.2615644573233943,Iris-setosa
+13,6.188915674552776,3.054600449303307,4.961610581727534,1.703811812778744,Iris-virginica
+14,5.109087272674221,3.0723294769595992,1.510032863871573,0.26155178309550264,Iris-setosa
+15,5.109060838438686,3.0683938148119476,1.5100313341709746,0.26154728796327653,Iris-setosa
+16,6.179367193249102,3.0540000000490557,4.899494498844172,1.6654279306196427,Iris-versicolor
+17,6.183468798959158,3.0540001294562833,4.914648325773798,1.669691752000158,Iris-virginica
+18,5.109085398813123,3.067132968332544,1.510046562728547,0.26157345807719873,Iris-setosa
+19,6.226405675855766,3.0550722441374103,5.084898250072137,1.7636103824769105,Iris-virginica
+20,6.179367945303415,3.054000000043037,4.899498225545606,1.6654282540670866,Iris-versicolor
+21,5.109096329052477,3.0686205306017427,1.51004809660925,0.2615769761668188,Iris-setosa
+22,6.179399110672808,3.0540000000476772,4.899619750313261,1.6654320429715805,Iris-versicolor
+23,6.17977680506887,3.054000000412673,4.900965529968403,1.6655359582418412,Iris-versicolor
+24,6.184152221105896,3.0540000480242964,4.913344113747299,1.6683545441884458,Iris-virginica
+25,6.179367945321458,3.054000000036991,4.899497682951748,1.6654281485004188,Iris-versicolor
+26,6.244613848345985,3.0548584145825184,5.121178913241792,1.7723461716900353,Iris-virginica
+27,6.179366681186603,3.0540000001380205,4.899492130769076,1.6654276453775243,Iris-versicolor
+28,6.179368150214328,3.0540000000747316,4.899500995109046,1.665428634511119,Iris-versicolor
+29,6.179367251087048,3.0540000000517873,4.899495015639994,1.6654280006004263,Iris-versicolor
+30,6.17938430095195,3.054000000263602,4.89962466091021,1.6654386296035346,Iris-versicolor
+31,6.17936952698328,3.0540000001511354,4.899513798372792,1.6654296837509674,Iris-versicolor
+0,5.109187370700175,3.0831946764327722,1.5100396284328963,0.2615757419556929,Iris-setosa
+1,6.182387255455957,3.0570885750032075,4.925465939855825,1.6828237580840264,Iris-versicolor
+2,6.180395937377254,3.054149880850736,4.909166400601793,1.669719709663006,Iris-versicolor
+3,6.179371450634656,3.054000000049875,4.899515730855611,1.665429090380276,Iris-versicolor
+4,6.179366691254544,3.054000140458074,1.510022678671713,1.6654276552919685,Iris-setosa
+5,6.188667173633753,3.0672944955850734,4.981008895357002,1.7494086466853718,Iris-virginica
+6,5.109030588840403,3.062618715254008,1.510042808801068,0.2615634872858436,Iris-setosa
+7,5.109000470010653,3.05471584132141,1.510077303301827,0.2615668184018867,Iris-setosa
+8,6.180674734624809,3.054000519682662,4.906731376110455,1.6668150817399148,Iris-versicolor
+9,6.1794088597204535,3.0540000201580155,4.899918690059793,1.6655011456648252,Iris-versicolor
+10,6.179369341246648,3.0540000001108267,4.899509853831756,1.6654293212670523,Iris-versicolor
+11,6.211918183406989,3.0540127585975334,4.997919460335036,1.7146751086825227,Iris-virginica
+12,6.179610630040211,3.056632949516694,1.510370616433253,0.26182029347379776,Iris-setosa
+13,6.179367238753746,3.0540000000412344,4.89949442467983,1.6654278828987807,Iris-versicolor
+14,5.109241362388745,3.072538174619663,1.5100741147206782,0.26162128915833077,Iris-setosa
+15,5.108958970101409,3.0550969542668516,1.5100258082244642,0.26153402548976046,Iris-setosa
+16,5.10922898288649,3.0678154090208882,1.510106517328791,0.2616578931585874,Iris-setosa
+17,6.1793668084948745,3.0540000000531204,4.899492715187462,1.6654277185540496,Iris-versicolor
+18,6.179369843615349,3.0540000000343883,4.899505056497156,1.6654284725849002,Iris-versicolor
+19,6.212304211156171,3.054154556209874,5.023125188944358,1.7275509745810966,Iris-virginica
+20,5.108948612466499,3.054033837453628,1.5100231706258875,0.26153122811193824,Iris-setosa
+21,6.17938552251766,3.0540000003244665,4.899637493578473,1.6654407291748976,Iris-versicolor
+22,6.179845131963045,3.0540000238154126,4.902511998567052,1.6659724845925743,Iris-versicolor
+23,6.273313101925694,3.054109535348655,5.1189720307640005,1.7457093150995608,Iris-virginica
+24,5.109178182089762,3.0811438133673503,1.5100391906661719,0.26157097105355687,Iris-setosa
+25,6.191537977715536,3.0540005362062654,4.9344261486111405,1.6769287344642962,Iris-virginica
+26,6.179370121444736,3.0540160974927106,1.5100253917329431,0.26153221920558356,Iris-setosa
+27,6.188942523594945,3.0542826547565065,4.9587148536034515,1.6999125100045083,Iris-virginica
+28,5.10929091555035,3.0634875394237944,1.5102311355770281,0.26176267850779766,Iris-setosa
+29,6.179367748058828,3.054000000170915,4.899498302989712,1.6654286225338575,Iris-versicolor
+30,6.179367085648891,3.054000000084242,4.8994941333045094,1.6654279728097883,Iris-versicolor
+31,5.109074718690086,3.0578904377206673,1.510176399854851,0.26168163349109425,Iris-setosa
+0,5.109201331505324,3.081218252456209,1.5100425781991702,0.26157874861063857,Iris-setosa
+1,6.17936674293337,3.054000014346891,1.5100228506984612,1.6654277189048285,Iris-versicolor
+2,5.109161053093351,3.0830975987681204,1.5100352042531875,0.26156429767580475,Iris-setosa
+3,6.183384463364548,3.054008296255316,4.921286331141925,1.672119976079138,Iris-versicolor
+4,6.181366430973427,3.054000020805996,4.906970248213633,1.6669031586552387,Iris-virginica
+5,6.179367216237824,3.0540000931784443,1.510023565237424,1.665428218383675,Iris-versicolor
+6,5.108954912737128,3.0544080854785114,1.5100275544499144,0.26153522579061356,Iris-setosa
+7,6.179367027768648,3.054000000116429,4.899493913545827,1.6654279739872822,Iris-versicolor
+8,6.179391238519622,3.054122752282024,1.5100540760998988,0.2615478497518,Iris-setosa
+9,6.179366782339786,3.054001015102766,1.5100226951538294,0.26153090992572436,Iris-setosa
+10,6.206719886467798,3.0540042739955404,4.975811151453716,1.6981356535480616,Iris-virginica
+11,6.199400186826205,3.0540031403631374,4.963131645215045,1.7020205256136058,Iris-virginica
+12,6.180087154568495,3.058372010151148,1.5105850101392049,0.26195279501668045,Iris-setosa
+13,6.203926992086162,3.05442850089227,5.0118711063646435,1.7262320345604496,Iris-virginica
+14,6.179544456632458,3.054000000572443,4.9003757841492455,1.6655000373764366,Iris-versicolor
+15,6.18138983246779,3.0540000225559356,4.907114136315838,1.6669795709788084,Iris-virginica
+16,6.1807559235041465,3.0540000286834,4.905814028878882,1.666736130665452,Iris-virginica
+17,6.179366935778784,3.054001765820603,1.510022802009676,0.26153095808632326,Iris-setosa
+18,6.180929576469662,3.056458409550588,1.5147014238230392,1.6697049755277018,Iris-setosa
+19,6.179416489944521,3.0540000000546232,4.899684555179896,1.6654347080044611,Iris-versicolor
+20,5.108951601157183,3.054089677240986,1.5100259001331513,0.261533061940965,Iris-setosa
+21,5.109147661839592,3.0820383381646406,1.5100345471494026,0.26156145272489834,Iris-setosa
+22,6.179370454937088,3.0540000000324814,4.89950698039526,1.6654284875661352,Iris-versicolor
+23,6.230880530160769,3.0548636599761085,5.093638719849058,1.7699808144241365,Iris-virginica
+24,5.108968779855949,3.055525383719298,1.5100286887253502,0.2615376571832792,Iris-setosa
+25,6.276111130329988,3.0542624321044975,5.14623872451363,1.763984615157968,Iris-virginica
+26,6.2011064810688,3.054002605127103,4.961975181215177,1.6918862056217125,Iris-virginica
+27,6.196983106528362,3.05483659897337,4.9958628976034705,1.7243739217621628,Iris-virginica
+28,5.108949627338513,3.0540366511764874,1.5100244337440525,0.261531975673258,Iris-setosa
+29,6.179366715595581,3.0540000042310274,4.899492208361655,1.6654276984515726,Iris-versicolor
+30,6.179367214040077,3.05400000006145,4.899494760205054,1.6654280014835965,Iris-versicolor
+31,6.17945803296638,3.0540000101234512,4.90025594475197,1.6655450466641653,Iris-versicolor
+0,6.179366757557438,3.0540000000670044,4.899492501055389,1.665427698228714,Iris-versicolor
+1,6.185938497063214,3.060534542314283,4.954676081322059,1.7120759661054594,Iris-virginica
+2,6.179376954735537,3.0540001110729267,4.899594814306447,1.6654508019653813,Iris-versicolor
+3,6.1820914166379834,3.0540001703599646,4.911491268728223,1.668507624342,Iris-virginica
+4,5.109372933077162,3.0615333016378874,1.5103315808122815,0.26182117849975817,Iris-setosa
+5,6.179366757531269,3.0540000001475174,4.899492485382999,1.6654277211323192,Iris-versicolor
+6,6.189496795860089,3.054000630174582,4.931771402338318,1.676185065200254,Iris-virginica
+7,6.179836703466844,3.054000005833369,4.902092376982328,1.6658495730327285,Iris-versicolor
+8,6.179578860856686,3.054273363781041,1.5110685317497563,1.666533434856942,Iris-setosa
+9,5.109142024896257,3.0678159322421323,1.5100638376745195,0.26159793833782297,Iris-setosa
+10,6.179368295974001,3.054000697417277,1.510025753778283,1.665429966522151,Iris-setosa
+11,6.183327217687287,3.057959756485937,4.922158161281692,1.676245929968655,Iris-versicolor
+12,5.10897634815325,3.0559660627872605,1.5100322671272488,0.26154236981350537,Iris-setosa
+13,5.108952887606757,3.0542435671361523,1.5100267009028228,0.2615340755530084,Iris-setosa
+14,5.109075615516705,3.0669466508574743,1.5100438129063374,0.2615680231605686,Iris-setosa
+15,6.1793667171307005,3.054000000083308,4.899492289865104,1.6654276669864811,Iris-versicolor
+16,5.10895056964996,3.054119382724635,1.5100239322631415,0.2615317959992572,Iris-setosa
+17,6.186511379811899,3.0714547122163043,4.9633024636769765,1.7305982391134056,Iris-virginica
+18,6.179996877967087,3.056721650006752,1.510727679499762,0.2619657757241313,Iris-setosa
+19,6.179366630007342,3.0540000107537106,1.5100226568930255,1.6654276077842323,Iris-versicolor
+20,6.196900542464383,3.0540016349685195,4.950909420424197,1.6860392743044441,Iris-virginica
+21,6.179366700752367,3.0540000001131844,4.899492204779889,1.6654276550834974,Iris-versicolor
+22,6.179367165987056,3.0540000000598257,4.899494512822004,1.6654279730243577,Iris-versicolor
+23,6.180049045700988,3.0549165466763526,1.513016912741032,1.6688037789118537,Iris-setosa
diff --git a/iris/lct_gan/1/20/test.csv b/iris/lct_gan/1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/20/train.csv b/iris/lct_gan/1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/20/val.csv b/iris/lct_gan/1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/21/synth.csv b/iris/lct_gan/1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..586bad7f950327402fcd4776bfaa372fd1c21e88
--- /dev/null
+++ b/iris/lct_gan/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366885664482,3.054000000122027,4.899493058107612,1.6654278277728054,Iris-versicolor
+1,6.179371550600457,3.0540000000243728,4.899506010846224,1.665428285222832,Iris-versicolor
+2,6.191950615374654,3.054003485125925,4.944815354855805,1.683166977628872,Iris-virginica
+3,5.108952616901626,3.0542367574871263,1.510025161268275,0.26153295364390994,Iris-setosa
+4,6.179366685464971,3.0540000016829096,4.899492134398076,1.6654276703659512,Iris-versicolor
+5,6.1793674298909576,3.0540000000738603,4.8994961239555215,1.6654281931192823,Iris-versicolor
+6,6.186623388513693,3.064596918182801,4.961712387429696,1.723496940547605,Iris-virginica
+7,6.184980732726841,3.065257365869872,4.9487935127225136,1.7083695806665644,Iris-versicolor
+8,5.109406177486546,3.0616686968066253,1.5104068571326565,0.2618872410695866,Iris-setosa
+9,5.109164893411364,3.084236199031125,1.5100352235637657,0.26156564729022286,Iris-setosa
+10,5.108984424768346,3.0579581614660984,1.5100282226096915,0.2615384151009564,Iris-setosa
+11,5.108969462597976,3.0557790802174942,1.510029150304027,0.2615388012132502,Iris-setosa
+12,5.10926301861348,3.0774192959452726,1.5100543575592014,0.26159639378947147,Iris-setosa
+13,6.1793675051831745,3.054000000035482,4.899495343891188,1.6654279339784277,Iris-versicolor
+14,6.179405386597634,3.054000000163588,4.899738644943127,1.6654459776759583,Iris-versicolor
+15,6.179366933548102,3.054000000053851,4.899493288552912,1.6654278025250406,Iris-versicolor
+16,5.109233728998619,3.079278008021233,1.510046463130996,0.26158458940627405,Iris-setosa
+17,6.179425969682451,3.0540000029364434,4.89990645040398,1.6654706985222236,Iris-versicolor
+18,5.108949804999251,3.0540799483066996,1.510023785024582,0.2615316760005838,Iris-setosa
+19,6.186391057256197,3.06588272473041,4.959552455640591,1.7213229182309482,Iris-virginica
+20,6.17937368643342,3.0540059373760893,1.5100363111390966,1.6654399049228064,Iris-setosa
+21,5.108950222713694,3.054105770080046,1.5100240198554948,0.2615318924724555,Iris-setosa
+22,6.317114106853954,3.0540964714826555,5.167010289506408,1.7518850189397248,Iris-virginica
+23,6.2269662631639875,3.054012785736491,5.012438191640738,1.699378945725227,Iris-virginica
+24,6.180336382644719,3.0540780671250887,4.90661299415123,1.6679348234127702,Iris-versicolor
+25,6.180364285995112,3.056726217325734,1.5115575720712524,0.2622776167191478,Iris-setosa
+26,6.179366684021444,3.0540000000746,4.89949215758877,1.665427637321185,Iris-versicolor
+27,5.109024117176774,3.0591756542357045,1.5100877290137542,0.2616126612869935,Iris-setosa
+28,6.17938456517308,3.0540000000781835,4.899589689737444,1.6654324320838239,Iris-versicolor
+29,5.109087316064098,3.0705970270243244,1.5100411485298166,0.26156620737378905,Iris-setosa
+30,6.179367157097775,3.05400000004571,4.89949426033534,1.6654278910133675,Iris-versicolor
+31,5.109071435573938,3.0696182475076377,1.5100312799696465,0.26154688301186124,Iris-setosa
+0,5.10925612768091,3.0719503862642656,1.5100909653556376,0.26164963597325397,Iris-setosa
+1,6.1816989030369855,3.054000426580911,4.911161671985797,1.6683530494861125,Iris-virginica
+2,6.1820859985150785,3.054452470412103,4.922198683453068,1.6774407040673054,Iris-versicolor
+3,6.181264366128931,3.0558444057984775,4.915138912944577,1.6748916701114855,Iris-versicolor
+4,6.179371894291768,3.054000000204636,4.899527717692125,1.6654307663818182,Iris-versicolor
+5,6.181723186462182,3.0540003554566773,4.911929859480835,1.6695734910699982,Iris-virginica
+6,6.179434527886539,3.0540000000443057,4.899706751272061,1.6654338409981702,Iris-versicolor
+7,5.109028802386785,3.0637653449507187,1.5100303237531394,0.26154371884015803,Iris-setosa
+8,6.183741080289073,3.054000139218902,4.915456438238458,1.6699953808973402,Iris-virginica
+9,6.179369062177625,3.054000000025779,4.89949927785553,1.6654280755192463,Iris-versicolor
+10,6.179366922569582,3.0540000000526515,4.899493240339086,1.6654277940739133,Iris-versicolor
+11,6.1793676921512715,3.054000000077155,4.899497722282579,1.6654283705780455,Iris-versicolor
+12,6.179368298730375,3.054000000027856,4.899497463825889,1.6654280227856715,Iris-versicolor
+13,6.179378790439274,3.054000000024396,4.899523905584389,1.6654288044436192,Iris-versicolor
+14,6.179368739946341,3.0540000000351246,4.8995006709532625,1.6654282910868032,Iris-versicolor
+15,5.108948036091228,3.054003506408908,1.5100227968140016,0.26153096933097175,Iris-setosa
+16,6.207829811411566,3.0540085998706363,4.991650142628863,1.7281784803922229,Iris-virginica
+17,6.203723022748232,3.055700644724526,5.02985475847357,1.7522110818303416,Iris-virginica
+18,6.179410008539941,3.054000000073212,4.899692730734627,1.6654370267987797,Iris-versicolor
+19,6.180420164069549,3.0540000073910933,4.903797594743977,1.66608683579538,Iris-virginica
+20,6.179369057606986,3.0540000001273597,4.899509394931991,1.6654294267392797,Iris-versicolor
+21,6.1793669573414896,3.054000000072171,4.899493511236016,1.665427868975732,Iris-versicolor
+22,6.184062294139518,3.0621593736892287,4.934791833067416,1.6889710752226372,Iris-versicolor
+23,6.22400520374474,3.054028542495516,5.027367797753247,1.7251501522906727,Iris-virginica
+24,6.179368996742416,3.0540000000424556,4.89950366169332,1.6654285093989587,Iris-versicolor
+25,6.179380963098105,3.054000000860363,4.899607085436999,1.665438699102159,Iris-versicolor
+26,5.109152536033208,3.0651810270854196,1.5101134670757852,0.2616599837716435,Iris-setosa
+27,6.179366752497639,3.0540004468419775,1.5100226893501736,0.26153090142241636,Iris-setosa
+28,6.179366687939967,3.0540000006056935,4.899492166727681,1.6654276708054827,Iris-versicolor
+29,6.180375573315429,3.054000000595116,4.902104202202401,1.665603197186694,Iris-versicolor
+30,5.108999016183937,3.059033226973447,1.5100307998961677,0.26154303034807813,Iris-setosa
+31,6.1946830504346195,3.0573155620630934,5.000397666265247,1.7426457177325902,Iris-virginica
+0,5.109064750624786,3.0660709225821345,1.5100457564116754,0.26157187132058096,Iris-setosa
+1,6.239072846331144,3.055890252858742,5.12871266027018,1.7819171932259215,Iris-virginica
+2,6.180071531625654,3.05735152728521,1.5117674715439369,1.6675234052701364,Iris-setosa
+3,6.214694986908273,3.054010850008908,5.003994590543099,1.7242613537514755,Iris-virginica
+4,6.1793668352127815,3.0540000002070267,4.899492826133594,1.6654277968587619,Iris-versicolor
+5,6.1794265277902,3.0540000000946965,4.899776727840421,1.6654424217567407,Iris-versicolor
+6,6.222038474281134,3.055365843500062,5.079543757905315,1.7667919508058667,Iris-virginica
+7,5.108949546690485,3.0540491360088806,1.5100235056933398,0.26153146644183795,Iris-setosa
+8,5.109178072686292,3.0752123567877274,1.5100531353747437,0.2615914018612844,Iris-setosa
+9,6.1793688932692765,3.054000000210061,4.899506490694035,1.6654294237227607,Iris-versicolor
+10,5.109316139455552,3.067016059777789,1.5101881718100798,0.261755241475457,Iris-setosa
+11,6.186206324468123,3.0738507322620428,4.96236564485418,1.7315504244508064,Iris-virginica
+12,5.109204579379207,3.0733370996510767,1.5100679646091102,0.26161456126570043,Iris-setosa
+13,6.180166471174904,3.0540000040455384,4.902823415245216,1.6658786236584233,Iris-versicolor
+14,6.195109792015293,3.0558832090933645,4.995122886462396,1.7294174462931677,Iris-virginica
+15,6.179367021999904,3.0540021041350975,1.5100228231512005,0.26153097221915106,Iris-setosa
+16,5.108962054024616,3.0547799272202134,1.510035473378621,0.26154315486538054,Iris-setosa
+17,6.1798848667380195,3.054186631118535,4.903816803691496,1.667366273107024,Iris-versicolor
+18,6.327433676448914,3.0542342066829424,5.206436386174408,1.7692956379806728,Iris-virginica
+19,6.179367087257754,3.0540000000452014,4.899493870391341,1.6654278424408735,Iris-versicolor
+20,6.179412629263973,3.054000000148005,4.899753270841075,1.665444772917903,Iris-versicolor
+21,6.1793669521795005,3.0540005977091305,1.5100228905235786,0.2615309733999347,Iris-setosa
+22,5.108965800456132,3.055747080609929,1.5100265949394944,0.26153515649299747,Iris-setosa
+23,6.179367301065523,3.05400000110731,4.899495351043463,1.665428458938477,Iris-versicolor
+24,6.179367018072275,3.0540000000589553,4.8994938306822675,1.6654278860671414,Iris-versicolor
+25,6.180205700800464,3.054000000452787,4.901729283396752,1.6655700591593166,Iris-versicolor
+26,6.179367874573241,3.0540000000470733,4.89949845335198,1.6654282832491407,Iris-versicolor
+27,5.109019065087224,3.0622816118560703,1.5100326472062906,0.2615472006895915,Iris-setosa
+28,6.179366739666303,3.054000182704028,1.5100227140475926,1.6654276807403012,Iris-setosa
+29,6.180289639351904,3.0540000010524855,4.90229780832773,1.6656688046145007,Iris-versicolor
+30,6.182651268248567,3.0540023958213114,4.916957006136974,1.6704604388699897,Iris-virginica
+31,6.179685081277351,3.054000000374527,4.900731625329227,1.6655208072071905,Iris-versicolor
+0,6.1877193252675395,3.0700345818960737,4.973324647233164,1.7430519374514073,Iris-virginica
+1,6.179366599729874,3.054000006160443,4.899491758629953,1.6654275837527803,Iris-versicolor
+2,6.220508674965163,3.0540155640963227,5.011109452131727,1.7112914582294592,Iris-virginica
+3,5.108950160424615,3.0541137945456653,1.5100238019604464,0.26153168740193855,Iris-setosa
+4,6.182869011045433,3.05817490908624,4.928067754042288,1.6843145925434613,Iris-versicolor
+5,6.185442771759047,3.0663587739569436,4.952578208488008,1.7137425318821407,Iris-virginica
+6,6.180102446830848,3.0541918083550117,4.905220008552994,1.6678473988238807,Iris-versicolor
+7,6.179367607389699,3.054003457381285,1.5100235141303655,0.2615312502208239,Iris-setosa
+8,6.186986084486365,3.076298649415538,4.970389522553576,1.7444286916610687,Iris-virginica
+9,6.179366859270718,3.0540000000701197,4.899492990393256,1.6654277940501663,Iris-versicolor
+10,6.179367892682181,3.0540023265430376,1.5100245795442009,1.6654293289415723,Iris-setosa
+11,6.180034597808977,3.0590240846884034,1.5105699105007282,0.261991790857584,Iris-setosa
+12,6.180600837535661,3.054868096590399,4.908986800772708,1.6703507444398316,Iris-versicolor
+13,5.109184879145036,3.063800267956365,1.510105430264771,0.26164033346972465,Iris-setosa
+14,6.188452890933906,3.0633677241737907,4.976696504617496,1.739690335998872,Iris-virginica
+15,6.2858444564470135,3.054287457449584,5.160099233178169,1.7646460264460828,Iris-virginica
+16,6.288379352943763,3.054043327259455,5.127172192415728,1.7595593435577257,Iris-virginica
+17,6.269550323456209,3.054034256008613,5.099641304114199,1.7539175400499731,Iris-virginica
+18,6.18045862584011,3.054466381959405,4.908241284275673,1.6696983825241776,Iris-versicolor
+19,6.267828989678477,3.054056887676251,5.099301368120986,1.7408489949896362,Iris-virginica
+20,6.181304581652072,3.054819893776793,4.915583229486257,1.673875624075714,Iris-versicolor
+21,6.181635030329257,3.0568296726548727,1.5164431454667324,1.6711992427046096,Iris-setosa
+22,6.181955210438245,3.054000007274258,4.906453428721304,1.6663241946788105,Iris-virginica
+23,6.182082525694551,3.058133224854688,4.917180000021263,1.675228725691512,Iris-setosa
diff --git a/iris/lct_gan/1/21/test.csv b/iris/lct_gan/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/21/train.csv b/iris/lct_gan/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/21/val.csv b/iris/lct_gan/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/22/synth.csv b/iris/lct_gan/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9b4d38f7f836c19dd2fe815a0d8289ce444d4c3
--- /dev/null
+++ b/iris/lct_gan/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180186512094484,3.0540000011407744,4.902169848080947,1.6656754635082969,Iris-versicolor
+1,6.185714228675356,3.0757970637724754,4.959788053295932,1.730327171480691,Iris-virginica
+2,6.181907145904978,3.0568952880199296,4.919262548845908,1.6774447432301722,Iris-versicolor
+3,6.180207586406931,3.0553254462921506,1.5130806275197075,1.668561735421278,Iris-setosa
+4,6.179369313357465,3.0540000000748933,4.899508214297919,1.6654290492176744,Iris-versicolor
+5,5.108961453277543,3.0551771865216955,1.510027365148953,0.26153600396432064,Iris-setosa
+6,6.179390039473324,3.054000000037399,4.899573086249904,1.6654304256348424,Iris-versicolor
+7,5.109140299421622,3.079502727520743,1.5100366005553207,0.26156370402981205,Iris-setosa
+8,6.1793667208124194,3.054000000478282,4.899492283225615,1.665427690296835,Iris-versicolor
+9,5.109119880442522,3.075693502994133,1.510032626064116,0.26155196229832484,Iris-setosa
+10,6.17936666812908,3.0540000177322044,1.510022695780615,1.6654276362602107,Iris-versicolor
+11,6.180057218071229,3.0566066560392726,1.511681817835691,1.6673362928040065,Iris-setosa
+12,6.186375202022186,3.0666186096514823,4.959994997773919,1.7228895587724744,Iris-virginica
+13,5.109262809132737,3.073427030918492,1.5100807053051564,0.2616345069904797,Iris-setosa
+14,6.318252281471547,3.0540489795676153,5.16068773016951,1.7608533634443042,Iris-virginica
+15,6.179366637171741,3.0540000004505607,4.899491959668733,1.6654276128854113,Iris-versicolor
+16,6.187087459821299,3.075949021710931,4.970989700936295,1.744919838204945,Iris-virginica
+17,6.203444483195289,3.0540029625543843,4.965532202410382,1.6900527193188366,Iris-virginica
+18,6.17936678413854,3.054000000344319,4.899492634296034,1.6654277691282136,Iris-versicolor
+19,6.179368385458124,3.0540000000447085,4.899500596728233,1.665428414534332,Iris-versicolor
+20,6.1843725424175355,3.0629669882180717,4.942122703468508,1.6991292810879943,Iris-versicolor
+21,6.17936688517181,3.054000000366102,4.899493062518481,1.6654278565437672,Iris-versicolor
+22,5.10903799121498,3.064902625891233,1.5100303194065987,0.2615433565535117,Iris-setosa
+23,6.180078719144081,3.054000007050466,4.902900448408909,1.66596254191626,Iris-versicolor
+24,5.109143082048921,3.079302341833857,1.5100363974969828,0.2615634904332326,Iris-setosa
+25,6.179378876640224,3.0540014069143924,4.899587152680368,1.6654636240609055,Iris-versicolor
+26,6.185051394559045,3.0646269720110553,4.948046838560821,1.7056995374043162,Iris-versicolor
+27,6.179996515042091,3.05404298447722,4.905994041433787,1.6681112639489408,Iris-versicolor
+28,6.17939264791503,3.0540091356740304,1.5101098311082304,1.665499566713432,Iris-versicolor
+29,6.179374962517265,3.054000000040869,4.899528452630984,1.6654293002635325,Iris-versicolor
+30,6.224327132900352,3.054368526833263,5.062482122770473,1.7485677960762964,Iris-virginica
+31,6.179599074829047,3.054000029162285,4.901542466142149,1.6659134929941095,Iris-versicolor
+0,5.109030440165698,3.0638711829489065,1.5100323091667454,0.26154742868131914,Iris-setosa
+1,6.179366775869822,3.0540000000809004,4.899492561048675,1.665427717587939,Iris-versicolor
+2,6.179366816016118,3.0540000000614747,4.899492749100555,1.665427736927624,Iris-versicolor
+3,6.184632175883243,3.0626243805326467,4.944612575156543,1.7018676279646339,Iris-versicolor
+4,5.109146404032765,3.0804037982182737,1.5100350042971207,0.2615610613373005,Iris-setosa
+5,6.180677387476243,3.054304289200299,4.909995375262284,1.670207619656346,Iris-versicolor
+6,6.1840638952099996,3.0540035531792746,4.922263506420427,1.672113233809296,Iris-virginica
+7,6.187032204240137,3.0766286667879212,4.9706972409191765,1.7444200847857516,Iris-virginica
+8,6.179366738612685,3.0540000001051135,4.899492375100224,1.6654276898870122,Iris-versicolor
+9,5.109033232176843,3.064126958446592,1.5100331463654992,0.26154889695872097,Iris-setosa
+10,5.108978009558318,3.057314990745743,1.5100276414419378,0.2615372554273826,Iris-setosa
+11,6.181948205885607,3.0563279221971182,4.920093403441239,1.677661843340286,Iris-versicolor
+12,6.180418180073762,3.0559533024273144,1.513495665473288,1.6688366234152765,Iris-setosa
+13,5.108948381199691,3.054006413626907,1.5100231454375372,0.26153113981474563,Iris-setosa
+14,5.108949176292001,3.05403396175955,1.510023493562615,0.2615314341548478,Iris-setosa
+15,6.179731156433485,3.057880287228534,1.5103728705658048,0.2618416031002161,Iris-setosa
+16,5.109028257150123,3.0638829602566306,1.5100303329223232,0.2615437219685869,Iris-setosa
+17,5.109145485927556,3.0813044084811096,1.510034571303429,0.26156104137952874,Iris-setosa
+18,6.179366766362807,3.054000000057482,4.899492535283081,1.6654276933213195,Iris-versicolor
+19,6.2008624072334095,3.058033831734792,5.0282690408610815,1.7584155426830321,Iris-virginica
+20,6.179366641498331,3.0540001158426113,1.5100226313277436,1.665427616090214,Iris-setosa
+21,6.182052352853766,3.0577104810060134,4.9176911046680125,1.675882936307214,Iris-versicolor
+22,6.1793670467854005,3.054000000050644,4.899493767272482,1.6654278513438414,Iris-versicolor
+23,6.180463006387076,3.0540024832614,4.9086480498028715,1.6691225147023026,Iris-versicolor
+24,6.1805023981937905,3.05400000179353,4.902962928688236,1.6657802222855513,Iris-versicolor
+25,6.179367030391152,3.0540000000502845,4.8994937018737685,1.6654278425865667,Iris-versicolor
+26,5.10906195163821,3.0681101838201883,1.51003128238937,0.2615467219889298,Iris-setosa
+27,6.179366941314256,3.0540000002452192,4.899493353972999,1.6654279149400362,Iris-versicolor
+28,5.108950474461575,3.0541415986860767,1.5100239777727889,0.26153184950186265,Iris-setosa
+29,5.108969812237502,3.056347981694657,1.5100270036527321,0.2615360145936864,Iris-setosa
+30,5.109206213820931,3.076441419588949,1.510052046201467,0.26159149617794514,Iris-setosa
+31,6.179945506149618,3.0540000067879745,4.902539018428874,1.6659470381519954,Iris-versicolor
+0,6.188074398987399,3.0540002679151836,4.925280468063943,1.673059575329581,Iris-virginica
+1,6.17936729938598,3.0540000001708534,4.899495407696011,1.6654282286187414,Iris-versicolor
+2,6.179420621952789,3.0540000001484815,4.899786268583021,1.6654462999313215,Iris-versicolor
+3,6.183685328665391,3.0540001307708216,4.915142114696389,1.6696759721849679,Iris-virginica
+4,6.179716502002336,3.054946319273188,1.510907167579195,1.6663859484178556,Iris-setosa
+5,6.179367277921869,3.0540000000382364,4.899494478259102,1.6654278689945006,Iris-versicolor
+6,5.109311218067278,3.06061197181379,1.5103546244416879,0.2618255142308771,Iris-setosa
+7,5.109158858695459,3.0814478226191286,1.5100368106535822,0.2615665192394965,Iris-setosa
+8,5.108958224795875,3.0547070727370778,1.5100265358391063,0.26153465160213574,Iris-setosa
+9,6.188487556741695,3.0605983076897645,4.9746689264946236,1.7337579542009385,Iris-virginica
+10,6.179366661179198,3.054000000418181,4.899492041568316,1.6654276334810747,Iris-versicolor
+11,6.188502988091162,3.059767757153975,4.973012739075153,1.7283807321742213,Iris-virginica
+12,6.183136362277409,3.0585532628445753,4.923323628645177,1.67820334972959,Iris-versicolor
+13,6.180577150459545,3.05400003294614,4.905198915762245,1.6664253754231422,Iris-versicolor
+14,6.179511429924061,3.054000000363903,4.900249156809486,1.6654921498521067,Iris-versicolor
+15,6.184977401259261,3.066026551810734,4.949147237510154,1.7094074497642304,Iris-versicolor
+16,6.179366673108009,3.0540000000942222,4.899492098045483,1.665427629319011,Iris-versicolor
+17,6.179978590102908,3.0559586099031177,1.511209883961307,1.6667243861387298,Iris-setosa
+18,6.179366710772054,3.0540000001346432,4.899492243863391,1.66542766932387,Iris-versicolor
+19,5.108949031036756,3.0540514012455757,1.5100233782529642,0.2615313675023128,Iris-setosa
+20,6.180362518211815,3.05400000090375,4.9023193001649386,1.6656555363274532,Iris-versicolor
+21,6.188225313736769,3.066152176426457,4.974905293320809,1.7396526915229775,Iris-virginica
+22,6.196751198458228,3.0554446011765726,5.001289729350305,1.7338376999350182,Iris-virginica
+23,6.179686215238222,3.05740722640026,1.510344667880876,0.26181515485803,Iris-setosa
+24,6.1801985306679255,3.056249772865923,1.5124912797463719,1.6680685786760923,Iris-setosa
+25,6.1793666947987544,3.0540000000665284,4.89949221894961,1.6654276453457122,Iris-versicolor
+26,6.1836828902834995,3.0605074064506588,4.930017120622351,1.6837028616535477,Iris-versicolor
+27,6.183708487541627,3.0540001209716374,4.914373972538657,1.6685911543442786,Iris-virginica
+28,6.179367140600166,3.0540000102109106,4.8994945866206985,1.6654283616409007,Iris-versicolor
+29,6.17936701736131,3.05400000014161,4.899493891383662,1.665427998721026,Iris-versicolor
+30,6.179381294256543,3.054000203448024,4.899638036392559,1.6654582374834033,Iris-versicolor
+31,5.108960636547492,3.054792314634094,1.5100269106037982,0.261535226304726,Iris-setosa
+0,6.18746247145261,3.065837662502011,4.968948590409278,1.7332387097001891,Iris-virginica
+1,6.181088407158298,3.054000115987203,4.9081804806949885,1.6677138546133439,Iris-virginica
+2,6.179371273991474,3.0540000013258175,4.899533451172781,1.6654326898663687,Iris-versicolor
+3,6.18567955240989,3.0576717235936046,4.951534440523859,1.7057439681958513,Iris-virginica
+4,6.211087241421706,3.0540603682294925,5.007065939756831,1.7113572691779135,Iris-virginica
+5,5.109117209921753,3.068303321685412,1.5100531915276942,0.26158323720160437,Iris-setosa
+6,6.180625400093711,3.054000001803048,4.903144687120258,1.6657715279048948,Iris-versicolor
+7,5.108995960025545,3.0578131108530195,1.510047387486209,0.2615632666798333,Iris-setosa
+8,6.179975966532972,3.056090957106871,1.5112555603536164,1.6668114213505245,Iris-setosa
+9,6.179366621801963,3.0540000014339226,4.899491881498626,1.6654276089480977,Iris-versicolor
+10,5.108996889477841,3.058085258748385,1.510036291161974,0.26154926884796664,Iris-setosa
+11,5.108992173730298,3.058736533964571,1.510029104463708,0.2615399677358225,Iris-setosa
+12,5.109014516990251,3.0603621175706746,1.5100394181794015,0.2615563628922021,Iris-setosa
+13,6.179366724060338,3.0540000001242102,4.899492313726789,1.665427680420326,Iris-versicolor
+14,6.184815815495389,3.0581564232772123,4.94452067174734,1.6988110583495333,Iris-versicolor
+15,6.179677759443123,3.054000000224776,4.900594680772221,1.6654981101879478,Iris-versicolor
+16,6.209995878158983,3.057210528819427,5.058473592035496,1.7684897564730566,Iris-virginica
+17,6.181465719130152,3.056821062848064,4.917203692672004,1.6771883648713002,Iris-versicolor
+18,5.109218596269648,3.0637530919141405,1.5102278229114299,0.2617722668724253,Iris-setosa
+19,6.189526000668493,3.054012554400538,4.944858293974595,1.684829115987128,Iris-virginica
+20,6.188113286908333,3.0709622225733293,4.977197872686956,1.7479547372871203,Iris-virginica
+21,6.179368419655615,3.0540000003673557,4.899503983568192,1.6654294958651206,Iris-versicolor
+22,6.179475618924292,3.0540000000512544,4.89983028947045,1.6654379997118138,Iris-versicolor
+23,6.186271905960416,3.061027353939562,4.957068308959947,1.7143794765447804,Iris-virginica
diff --git a/iris/lct_gan/1/22/test.csv b/iris/lct_gan/1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/22/train.csv b/iris/lct_gan/1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/22/val.csv b/iris/lct_gan/1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/23/synth.csv b/iris/lct_gan/1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..942f1d28bd92be298eb8d30ec55b00ebbc5899e9
--- /dev/null
+++ b/iris/lct_gan/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.18926036310133,3.05966974413073,4.9776308846059045,1.7323152617994044,Iris-virginica
+1,6.17936704222157,3.0540000000554612,4.899493795471466,1.6654278705729806,Iris-versicolor
+2,5.109173333363839,3.0854760884873182,1.510035946252142,0.2615702679606839,Iris-setosa
+3,5.1089490304112335,3.0540557468778546,1.5100233549004112,0.26153132948178404,Iris-setosa
+4,6.182385370982404,3.0573914150567445,4.91979366287813,1.6764953148335002,Iris-versicolor
+5,6.179399502478969,3.05400000018319,4.899701478514068,1.665442811995698,Iris-versicolor
+6,6.185698150344217,3.0763713320909285,4.959840194324471,1.7304301342446253,Iris-virginica
+7,5.109002141017347,3.0579592859892952,1.5100453457564174,0.2615597776021978,Iris-setosa
+8,6.180099867096011,3.05433875285291,4.904918329038377,1.6678182115491544,Iris-versicolor
+9,6.1793667292678585,3.0540000000617913,4.899492375568639,1.6654276697376633,Iris-versicolor
+10,5.109166157008633,3.084234981938016,1.5100356179202972,0.2615665852996627,Iris-setosa
+11,6.180354153638169,3.0568533311096138,1.5139607698378947,1.6702622935430507,Iris-setosa
+12,6.186262141975176,3.064814410789498,4.958363867814433,1.7189200045807522,Iris-virginica
+13,6.179373881972253,3.0540000000265173,4.899514393411192,1.6654285794545678,Iris-versicolor
+14,5.10925317581131,3.076845338339743,1.510055675140301,0.26159811416573403,Iris-setosa
+15,6.179366760647126,3.0540000000612624,4.89949251403475,1.6654276955532659,Iris-versicolor
+16,6.183094969394035,3.059753592347467,4.926251278922706,1.6817001677056,Iris-versicolor
+17,6.198918503394705,3.05400334892293,4.962890519535091,1.704385514199857,Iris-virginica
+18,6.179367781453015,3.0540000000508374,4.899497989400318,1.6654282884214116,Iris-versicolor
+19,6.179367393793416,3.054000000612339,4.89949578068833,1.6654284863367663,Iris-versicolor
+20,6.1948639194593085,3.0540546409378164,4.967950106596985,1.698096586556004,Iris-virginica
+21,5.108950961698945,3.0541608314060076,1.5100240572403842,0.2615319240252858,Iris-setosa
+22,6.179367071630257,3.054000000071599,4.899494006285511,1.6654279312568794,Iris-versicolor
+23,6.179393328192423,3.054000235064892,4.899715377989169,1.6654681835275134,Iris-versicolor
+24,5.10912650529663,3.078354487107557,1.510037079817424,0.26156457847891185,Iris-setosa
+25,6.300994859701739,3.0542616221177643,5.174955086437405,1.7610674912786732,Iris-virginica
+26,5.1089481191638075,3.054007734165085,1.5100228803480769,0.261531022508531,Iris-setosa
+27,6.179388754341817,3.054002626651219,4.899679479636741,1.6654918040938618,Iris-versicolor
+28,6.17937753220565,3.0540000003228407,4.899582842680585,1.6654353549319076,Iris-versicolor
+29,6.2016302517734845,3.054005357823271,4.973985177386862,1.7161167048330686,Iris-virginica
+30,6.184224666320765,3.0642475231104083,4.939956668340011,1.6968482731577947,Iris-versicolor
+31,6.179369543617523,3.054000000489973,4.899514969316809,1.6654305681934476,Iris-versicolor
+0,6.179370050048616,3.054000000048393,4.899508872065953,1.6654287978980038,Iris-versicolor
+1,6.180965696417559,3.0569429892957873,1.5148579236578499,1.6701318278483561,Iris-setosa
+2,6.179366725179339,3.054000000097111,4.899492344833019,1.6654276817705087,Iris-versicolor
+3,6.180981437139997,3.056734346775193,1.5148400944175389,1.6698756395389485,Iris-setosa
+4,5.109061755608713,3.0688624439562853,1.5100328356414645,0.26155040208011804,Iris-setosa
+5,6.18220001944839,3.0576906565555566,4.916658447470529,1.6742292735025421,Iris-versicolor
+6,6.179367491907506,3.054000001053335,4.899496858747053,1.665428753586856,Iris-versicolor
+7,6.182991050403253,3.0592979266131657,4.925228050321502,1.6810898838017374,Iris-versicolor
+8,6.205329667869921,3.0544802542651137,5.016711692351881,1.7281360985459873,Iris-virginica
+9,6.179366751968713,3.054000000074157,4.899492476030062,1.6654277007654634,Iris-versicolor
+10,5.109202266687212,3.0799441105225176,1.5100432049843946,0.26157845005497393,Iris-setosa
+11,6.17938031861375,3.0540000000304097,4.899535800291334,1.6654292965599926,Iris-versicolor
+12,6.179398930177101,3.054000000044726,4.899613997666235,1.6654315427857995,Iris-versicolor
+13,6.179367487670223,3.054000000037022,4.899495336767158,1.6654279439730366,Iris-versicolor
+14,6.368441817671393,3.054143669485079,5.235342126715153,1.767671287654988,Iris-virginica
+15,5.109073878550863,3.0696510059872453,1.5100326361494982,0.2615500732392202,Iris-setosa
+16,6.179366712417938,3.0540000000710097,4.899492288995259,1.6654276607772818,Iris-versicolor
+17,5.109034428332125,3.058948698166615,1.5100771657744687,0.2615962615816304,Iris-setosa
+18,6.179366796869155,3.054000000051895,4.899492665700928,1.6654277072777484,Iris-versicolor
+19,5.108957501012334,3.054786005088989,1.5100260118401228,0.26153433108840085,Iris-setosa
+20,6.179367053109623,3.054000282841011,1.5100230386073712,1.6654278997532923,Iris-setosa
+21,6.185388082984026,3.068413048424876,4.9525830861567846,1.7137974292604903,Iris-versicolor
+22,5.109140286213779,3.075926920845585,1.5100425555062598,0.2615731521474845,Iris-setosa
+23,6.179367896257774,3.0540000000623184,4.89949855486779,1.6654283947303108,Iris-versicolor
+24,6.2060615937723975,3.0549599150765934,5.0273127426302855,1.7410719189331239,Iris-virginica
+25,6.179366862302831,3.0540002801914468,1.5100228087353313,1.6654277540210496,Iris-setosa
+26,6.1793697246252215,3.0540000000497995,4.899508383231902,1.6654288069724532,Iris-versicolor
+27,6.301356277048996,3.054652743707041,5.208827544477218,1.782783257607723,Iris-virginica
+28,6.179611101942926,3.05450108873381,1.5112207070136114,1.6667674722079542,Iris-setosa
+29,5.109180213458549,3.082312783001267,1.510039631425544,0.26157400715511264,Iris-setosa
+30,5.109167402619663,3.0858737978093798,1.5100338673495066,0.2615636236007502,Iris-setosa
+31,6.186809321146008,3.072824202769675,4.966873805207436,1.7373298466093847,Iris-virginica
+0,6.1793886735440005,3.0540000001028997,4.899615976019183,1.6654344717617104,Iris-versicolor
+1,6.179374374773982,3.0540468389984436,1.5100351448163263,0.2615371472734404,Iris-setosa
+2,6.232513104746152,3.0543365773341944,5.076883339779183,1.7485599200349713,Iris-virginica
+3,5.108966593274191,3.055459929546632,1.510030131923631,0.26153938372524477,Iris-setosa
+4,6.180518050287408,3.0540047118112925,4.908882340493117,1.6687841043061369,Iris-versicolor
+5,5.108958657235829,3.0547696774166635,1.510026586855345,0.26153485026174356,Iris-setosa
+6,6.179367540009079,3.0540000002127985,4.8994977550000645,1.6654286246367385,Iris-versicolor
+7,5.109030553124141,3.0587212265233616,1.510070963155539,0.2615879584076635,Iris-setosa
+8,5.108956533486604,3.0546964857576837,1.510025578994263,0.2615337746820147,Iris-setosa
+9,6.185894204614355,3.0730669709872354,4.959447604522155,1.7270100138702977,Iris-virginica
+10,5.109063082414028,3.0663514665685545,1.5100509016178008,0.2615812570417763,Iris-setosa
+11,6.179613231038993,3.0542894371879656,1.5110342642645191,1.6663274161395825,Iris-setosa
+12,6.179367119052908,3.054000000079216,4.899494228715752,1.6654279706672293,Iris-versicolor
+13,5.109143433523582,3.07686363820399,1.5100412254984712,0.2615710587049869,Iris-setosa
+14,6.179366859789984,3.0540000127103024,4.899492750292156,1.665427865923916,Iris-versicolor
+15,5.109161574514901,3.059229040511617,1.5102285376132778,0.2617201474751963,Iris-setosa
+16,6.179367819580647,3.05400147349461,1.5100239277665686,0.26153136363193036,Iris-setosa
+17,6.179366719210364,3.0540000110435743,4.899492072042486,1.6654276769768959,Iris-versicolor
+18,6.184310968655994,3.0623963993523975,4.940564125705366,1.6964397695827524,Iris-versicolor
+19,6.208917103151704,3.054009153918384,4.994396576567847,1.7293808850176544,Iris-virginica
+20,6.179366679373828,3.0540000000965133,4.899492122719476,1.665427635865485,Iris-versicolor
+21,6.179366779284077,3.0540000001011682,4.899492566942651,1.6654277252641767,Iris-versicolor
+22,5.109085468938954,3.0704294368450107,1.5100410717468022,0.26156622371454286,Iris-setosa
+23,6.181915735492993,3.057318984734985,4.916744607112076,1.6751578486605523,Iris-versicolor
+24,5.1090070054427965,3.0610096489376213,1.5100295234847763,0.2615414104293853,Iris-setosa
+25,6.1793671162956825,3.054000000046265,4.899494058109635,1.6654278681274106,Iris-versicolor
+26,6.179474464472909,3.054000000033354,4.899740873799346,1.6654328816212378,Iris-versicolor
+27,5.109195446956571,3.0805904529698065,1.5100424037086138,0.26157798858181885,Iris-setosa
+28,6.179677215251711,3.055441088349636,1.5111510082201078,1.6667774172802783,Iris-setosa
+29,5.108951378392934,3.0541863775071607,1.5100242573594862,0.2615321385107146,Iris-setosa
+30,6.199851191613898,3.0556994704953113,5.015528219824517,1.7443400976154424,Iris-virginica
+31,6.1793695258214285,3.054000000040537,4.899504564921126,1.6654285453037603,Iris-versicolor
+0,6.17939409833776,3.054000000326297,4.899684660071271,1.6654434802004772,Iris-versicolor
+1,6.186559535326964,3.0547282317538746,4.951466640927862,1.6986646305389819,Iris-virginica
+2,6.201313534724524,3.0540436568731173,4.982316354472618,1.7017090467763127,Iris-virginica
+3,6.179367069910289,3.054000000085152,4.899494120564842,1.6654279729019386,Iris-versicolor
+4,6.202367522246532,3.0568453203911297,5.031038856343086,1.759287819153766,Iris-virginica
+5,5.109162710133169,3.084556494147839,1.5100337576545708,0.2615609578555829,Iris-setosa
+6,5.1089523471516936,3.0541484351879236,1.5100247317493352,0.2615324903483903,Iris-setosa
+7,6.1793691547212655,3.0540000000426466,4.899504323607147,1.6654285492873855,Iris-versicolor
+8,6.183288020567677,3.054000015668446,4.909489654811455,1.6669560867173836,Iris-virginica
+9,6.17936689827029,3.0540002988995196,1.5100228824576833,1.665427809551944,Iris-setosa
+10,6.185206310415969,3.062405551699388,4.949693029886011,1.7085140737246278,Iris-versicolor
+11,5.109064834701481,3.0617416716809567,1.510103601677099,0.26164130759100535,Iris-setosa
+12,6.2364598769944735,3.055517510547629,5.116904599585853,1.777571354145191,Iris-virginica
+13,6.1834811438992965,3.061526756542603,4.933051702844322,1.6894881092768257,Iris-versicolor
+14,6.179368550872409,3.054000000068111,4.899501961689385,1.6654286585069629,Iris-versicolor
+15,6.18489952711522,3.06726281655114,4.947631486304214,1.706186302206892,Iris-versicolor
+16,6.203826375281462,3.054004673547988,4.97518358308479,1.709405811913052,Iris-virginica
+17,6.179366678924667,3.054000000415817,4.899492130237493,1.6654276575745577,Iris-versicolor
+18,6.179373389282861,3.0540000000495127,4.89952713477431,1.6654294284412992,Iris-versicolor
+19,6.17936670164967,3.0540000000661425,4.899492254220907,1.6654276515525217,Iris-versicolor
+20,5.109038629828912,3.0575273990506213,1.5101089673565309,0.26161857151187246,Iris-setosa
+21,6.1793667526229985,3.0540003456024056,1.51002270885972,0.2615309076504008,Iris-setosa
+22,6.183213256188445,3.0583666008484407,4.930151015756985,1.6857397269846015,Iris-versicolor
+23,5.109231715821043,3.065250803065561,1.51012374618319,0.2616663944809666,Iris-setosa
diff --git a/iris/lct_gan/1/23/test.csv b/iris/lct_gan/1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/23/train.csv b/iris/lct_gan/1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/23/val.csv b/iris/lct_gan/1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/24/synth.csv b/iris/lct_gan/1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b022a1ef03832d9616f2c9115cb141cb330829e5
--- /dev/null
+++ b/iris/lct_gan/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108959128708418,3.0548257633632656,1.5100286258877533,0.26153707001947857,Iris-setosa
+1,6.184859637000155,3.0645671646030457,4.946876785876015,1.704731704389121,Iris-versicolor
+2,6.179367859176421,3.054000000122149,4.899499472403962,1.665428687889846,Iris-versicolor
+3,6.179367312895345,3.0540000000765035,4.899495689816772,1.6654281529124364,Iris-versicolor
+4,5.109112576761661,3.0730353104672843,1.5100445260430468,0.2615744768453158,Iris-setosa
+5,6.179368275186813,3.054000004401285,4.899500709415011,1.6654298255978588,Iris-versicolor
+6,6.182436861450943,3.0582033425385493,4.918258683964406,1.6752644084980415,Iris-versicolor
+7,6.185314110251009,3.07171806637247,4.954201690512988,1.7189673945974246,Iris-virginica
+8,5.108960621523731,3.0551032115904517,1.5100260994806864,0.2615345922826762,Iris-setosa
+9,6.179366689139945,3.0540000000685064,4.899492200373123,1.6654276434882047,Iris-versicolor
+10,6.179367971480461,3.054000000074745,4.899499451339885,1.6654285279761003,Iris-versicolor
+11,5.108948339093787,3.0540056778812277,1.5100231141708718,0.2615311141789028,Iris-setosa
+12,6.179366701337037,3.0540000047643,4.899492099830976,1.6654276730744062,Iris-versicolor
+13,6.179366687849884,3.054000000132503,4.899492157804609,1.6654276482049757,Iris-versicolor
+14,6.17936665083738,3.0540000147119577,1.5100226747461136,1.6654276208278198,Iris-versicolor
+15,5.109075313760412,3.0657947535302705,1.510047312026681,0.2615733072125456,Iris-setosa
+16,5.109143089863455,3.077203728792753,1.5100396153788718,0.2615687323440332,Iris-setosa
+17,6.183179848090715,3.05452699336729,4.931255995337571,1.6844298555044943,Iris-versicolor
+18,6.179368431983557,3.0540000000632626,4.899502310903129,1.665428656402887,Iris-versicolor
+19,6.18568417400633,3.055245069950226,4.9500570290451895,1.7023321186437104,Iris-virginica
+20,5.109090977787992,3.0717325378671223,1.510031958219607,0.26154902327140606,Iris-setosa
+21,6.203171587999684,3.0540882550916857,4.991037532444186,1.7043087994692532,Iris-virginica
+22,6.18118990432518,3.0540000046022424,4.904824544912656,1.66606786740083,Iris-virginica
+23,5.109318572670714,3.0667142142470936,1.510165743814685,0.26171967202401686,Iris-setosa
+24,6.179499870355531,3.054000000064426,4.899931585543186,1.665443755356085,Iris-versicolor
+25,6.179368562554405,3.0540000000379384,4.89950037100277,1.665428305188353,Iris-versicolor
+26,6.179366602479758,3.0540000071280926,1.5100226294876704,1.665427587546641,Iris-versicolor
+27,5.10905835308393,3.0660877316683144,1.5100377122502706,0.26155741534525756,Iris-setosa
+28,6.179522327630517,3.0540036868266927,4.900940981869142,1.6658586864092404,Iris-versicolor
+29,6.179368070400323,3.054000000035196,4.899497992990386,1.6654281504091417,Iris-versicolor
+30,6.179367354095686,3.0540000012909125,4.899495261834878,1.6654284364447194,Iris-versicolor
+31,6.2623320549238315,3.054040484577055,5.090099283275135,1.7456375889634832,Iris-virginica
+0,6.179375090045787,3.0540000002713437,4.899555600168865,1.66543243097782,Iris-versicolor
+1,6.179367299846226,3.0540000000437866,4.899494874633812,1.665427944625806,Iris-versicolor
+2,6.214988510222071,3.0558218328265787,5.0653980932199785,1.7675186151289866,Iris-virginica
+3,6.179366722262457,3.0540000002839767,4.899492297089802,1.665427685147888,Iris-versicolor
+4,5.109503600379876,3.0593623621143173,1.510652332226434,0.26198071368168513,Iris-setosa
+5,5.108985041754597,3.057648539660284,1.5100328621231947,0.261544608148201,Iris-setosa
+6,6.183670810271201,3.054968496911189,4.9360070542157795,1.6897409843633808,Iris-versicolor
+7,6.17936726135741,3.0540000000545766,4.899494853570499,1.6654279997011758,Iris-versicolor
+8,6.180207941009359,3.0582904524360255,1.5109789644906917,0.26216904368704924,Iris-setosa
+9,5.109061256900554,3.0685628056142837,1.5100320046344502,0.2615482959270109,Iris-setosa
+10,6.182744305676934,3.058257935845624,4.921424761570507,1.6775473283421667,Iris-versicolor
+11,6.187302475952954,3.054000957914845,4.928058380163446,1.6742398192086618,Iris-virginica
+12,6.1966452454491,3.0548302950629553,4.996259664691355,1.727014177013931,Iris-virginica
+13,6.18544064397019,3.054036875485585,4.9339396824451365,1.679195120005014,Iris-virginica
+14,6.179366752649168,3.0540000000679868,4.899492459482293,1.6654276898915175,Iris-versicolor
+15,6.179469593199409,3.054000000043811,4.899783503373771,1.6654354586198725,Iris-versicolor
+16,5.109129759537436,3.059192365922237,1.510237398308165,0.2617428549157142,Iris-setosa
+17,6.186160747816421,3.065729062700611,4.958257884826704,1.7203989874577044,Iris-virginica
+18,5.1090280639069565,3.0635832961560445,1.5100303018123917,0.26154343964866583,Iris-setosa
+19,6.182367931758785,3.0547379749383934,4.925842752275675,1.681258466648999,Iris-versicolor
+20,6.179491946747302,3.054001110230319,4.9005550352523715,1.6656732293310423,Iris-versicolor
+21,6.1803262407015715,3.0567610793559816,1.5127921587773159,1.6683909353982365,Iris-setosa
+22,6.17936671369702,3.054000001419316,4.8994922426299015,1.6654276936934806,Iris-versicolor
+23,5.108971044237153,3.0561038287519504,1.510027212043424,0.26153636271598824,Iris-setosa
+24,6.17938441767761,3.0540000000590823,4.899582734143417,1.6654316665228228,Iris-versicolor
+25,6.179369612198376,3.054000000032454,4.8995034953448275,1.6654283563894732,Iris-versicolor
+26,5.109009132046407,3.060135223483179,1.5100351186250591,0.2615500591722289,Iris-setosa
+27,6.179366857618748,3.0540016018629452,1.5100227203280265,0.2615309245054038,Iris-setosa
+28,6.203434940215642,3.054009345961648,4.9748548844900276,1.6957264136161219,Iris-virginica
+29,5.109171888213178,3.0864913405494887,1.5100333265708923,0.26156173871434246,Iris-setosa
+30,6.229047898803337,3.0540824150118726,5.04633389990172,1.7276368084233424,Iris-virginica
+31,5.109051889676805,3.0588769339457467,1.510088351401227,0.26160602059366594,Iris-setosa
+0,6.238272396145822,3.0540254926266215,5.044007039278863,1.7206869882530027,Iris-virginica
+1,5.109134174748906,3.0795248557545847,1.5100351489660242,0.26156081466834213,Iris-setosa
+2,5.108960034671475,3.0547493183749626,1.5100280641506039,0.2615361544045576,Iris-setosa
+3,6.3677229317960435,3.054241716417086,5.249966378255393,1.7699754963017835,Iris-virginica
+4,5.109169711647795,3.086445219804266,1.5100340501290568,0.26156502759878375,Iris-setosa
+5,6.179368042354036,3.0540000000696135,4.899500382913431,1.6654285638060264,Iris-versicolor
+6,6.179368151262138,3.0540000000442147,4.899499232270133,1.665428323907927,Iris-versicolor
+7,6.179384595987826,3.0540000028152057,4.899638098523722,1.665443331373853,Iris-versicolor
+8,6.187429330374256,3.0689631133335387,4.970263134651464,1.7382063384261797,Iris-virginica
+9,6.179624581715408,3.054003506168365,4.90151267191079,1.6659525501982118,Iris-versicolor
+10,5.109261957322956,3.065246620515432,1.5101610720710077,0.26171478699621276,Iris-setosa
+11,5.10910917696556,3.074085153088372,1.5100366398918326,0.261560481675166,Iris-setosa
+12,6.182683026821907,3.059579996795706,4.9264138960223285,1.6837702288868868,Iris-versicolor
+13,5.1091711643055335,3.0837238511295517,1.510036183962778,0.2615672462251068,Iris-setosa
+14,6.179367482458831,3.0540000001677163,4.899497387958879,1.6654285288781885,Iris-versicolor
+15,6.179366985403393,3.054000136988385,1.5100230977231628,1.6654279270647083,Iris-versicolor
+16,6.184025160319751,3.062805823195634,4.937876305086184,1.694418550298167,Iris-versicolor
+17,6.180314559213946,3.0559539017168778,1.51388407079687,1.669995265888866,Iris-setosa
+18,6.190449671580645,3.0622961775305466,4.987596324615321,1.744218687818512,Iris-virginica
+19,6.182248200933355,3.057112272699542,1.5183337037190587,1.672938356397778,Iris-versicolor
+20,6.179366965659037,3.054000000055661,4.899493486205345,1.6654278342536766,Iris-versicolor
+21,6.179366847361747,3.054000000098668,4.899492934943948,1.6654277992661226,Iris-versicolor
+22,6.179374773099171,3.05400000007092,4.899540236696948,1.6654301215889153,Iris-versicolor
+23,5.109185819963635,3.0780038499884266,1.5100446844629258,0.26157915869880277,Iris-setosa
+24,6.180921475952382,3.055976355756563,4.910205741925192,1.6712525169137136,Iris-setosa
+25,5.109136536749327,3.0778825125670806,1.5100371712948182,0.26156440774691236,Iris-setosa
+26,6.179367234558249,3.0540000077345795,4.899494661786566,1.6654283753850003,Iris-versicolor
+27,6.447146870233808,3.054156165542832,5.312977229129761,1.766160360154749,Iris-virginica
+28,6.1793666459704495,3.05400000100886,4.899491977220507,1.6654276262264092,Iris-versicolor
+29,5.108978248750302,3.0571718861132138,1.5100275756441004,0.26153707687868644,Iris-setosa
+30,5.109129805374159,3.0773165079244595,1.5100394075899102,0.26156838415938155,Iris-setosa
+31,6.191916397852657,3.0540010149603853,4.93848679223426,1.6795464651840435,Iris-virginica
+0,6.304831706417699,3.0543832690446,5.193613745370825,1.7729032368498736,Iris-virginica
+1,6.1886895983810035,3.0540003186098814,4.9272023836869385,1.6740839297080348,Iris-virginica
+2,6.179369050673328,3.0540000000654772,4.899506543161096,1.6654288837110818,Iris-versicolor
+3,6.191064947663888,3.054170154818675,4.962789501764039,1.697308665946273,Iris-virginica
+4,5.109145837017895,3.080245608312325,1.510033104133161,0.2615557937835926,Iris-setosa
+5,6.180079655498414,3.054941905398898,1.5132195914512798,1.669058474965917,Iris-setosa
+6,6.179367207577729,3.054000140891406,1.510023858677819,1.6654284394086665,Iris-versicolor
+7,6.261332155906134,3.0540376050018976,5.08583658847636,1.7414487813114923,Iris-virginica
+8,5.109390081699581,3.061886811644125,1.5102870701378115,0.261794289541433,Iris-setosa
+9,6.179366688132815,3.0540000001144207,4.8994921548495585,1.6654276463662119,Iris-versicolor
+10,6.210004311230419,3.054007315526775,4.991734294922106,1.720489004019494,Iris-virginica
+11,6.254425475977488,3.0540257169058482,5.07300335437674,1.7437470910839232,Iris-virginica
+12,6.1874905259164485,3.056557360347293,4.961966714082454,1.7122890857804376,Iris-virginica
+13,6.179576799953392,3.0540000001505856,4.900291056932063,1.665474431136018,Iris-versicolor
+14,6.179367399184975,3.0540000000418477,4.899495280345525,1.6654279724682195,Iris-versicolor
+15,6.182652872107764,3.0540502561299756,4.922350833888441,1.6746113740682953,Iris-versicolor
+16,5.10939982824207,3.069637455361982,1.5101227693062123,0.2616791304679818,Iris-setosa
+17,6.18056064249214,3.054002168080343,4.908070085136707,1.6679853631118762,Iris-versicolor
+18,5.108948969088663,3.0540471162208056,1.5100233026118968,0.2615313020398934,Iris-setosa
+19,6.198912456068181,3.0574030329832285,5.018170427987215,1.751104749248348,Iris-virginica
+20,6.184788269623286,3.0616598624171596,4.945362225946873,1.702171501560697,Iris-versicolor
+21,6.1793667723138235,3.054000352717401,1.5100227182420751,0.2615309105737658,Iris-setosa
+22,6.179367482733719,3.054000000043723,4.89949586055953,1.6654280417212588,Iris-versicolor
+23,6.184082156755689,3.054000208703328,4.9170900852001,1.6706321628352239,Iris-virginica
diff --git a/iris/lct_gan/1/24/test.csv b/iris/lct_gan/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/24/train.csv b/iris/lct_gan/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/24/val.csv b/iris/lct_gan/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/25/synth.csv b/iris/lct_gan/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d21380bcce1e9f71ceb77675013174fa0d718802
--- /dev/null
+++ b/iris/lct_gan/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366689160604,3.054000141804535,1.5100226651075028,1.6654276439280473,Iris-setosa
+1,5.109083530165984,3.0674474162506176,1.5100451022653305,0.2615706709139884,Iris-setosa
+2,6.180889033969793,3.054000002685878,4.903846534802382,1.6658849257761525,Iris-versicolor
+3,6.179373449787608,3.05400000004418,4.899523285283449,1.6654292226042962,Iris-versicolor
+4,6.179367304245379,3.054000000080689,4.899495353512542,1.6654281234630912,Iris-versicolor
+5,6.187279743749975,3.0722001914050794,4.970267480779413,1.7405259076374155,Iris-virginica
+6,6.1813355754205705,3.054000005504488,4.905241646954769,1.6661744448260514,Iris-virginica
+7,6.181981032187857,3.0584985085463487,4.91916055241439,1.6781344433402878,Iris-versicolor
+8,5.1090778117209075,3.06118188934636,1.5101191899973174,0.26165314124871275,Iris-setosa
+9,6.179439079133309,3.054000034982256,4.900259904242591,1.6655917734321668,Iris-versicolor
+10,6.215087331094891,3.054014601933646,5.013597563481608,1.7462907522679736,Iris-virginica
+11,6.209413226544808,3.0540084106439314,4.993352542833284,1.724261112315246,Iris-virginica
+12,6.188883660812095,3.0540003294165503,4.927421731826488,1.673432549442726,Iris-virginica
+13,6.179453966672634,3.054451870770371,1.5101064048308486,0.26158095181213015,Iris-setosa
+14,5.108993792914466,3.059174844852688,1.5100294366379843,0.26154067170961437,Iris-setosa
+15,6.179366693501204,3.0540000000612526,4.899492229113137,1.6654276408541022,Iris-versicolor
+16,5.109108691939239,3.0756828421600475,1.510033131695925,0.2615537022298201,Iris-setosa
+17,6.189206752861487,3.0617138942675917,4.9804756661049545,1.7399761703934082,Iris-virginica
+18,6.179607895030646,3.055919262860615,1.510415302275226,0.261798064354738,Iris-setosa
+19,6.1793771046173465,3.0540000000267016,4.899523353481774,1.6654288344676222,Iris-versicolor
+20,5.109068807110733,3.0641185088259797,1.5100729731712685,0.26161040810648095,Iris-setosa
+21,6.1793759342636205,3.0540000002292023,4.899552859985514,1.665431802632991,Iris-versicolor
+22,6.188074030179959,3.0540003563690328,4.926601076561638,1.6739939792149432,Iris-virginica
+23,6.314537535813707,3.0540756806576543,5.162692176886222,1.7564010836128732,Iris-virginica
+24,6.179367734156448,3.054003281321975,1.5100235805928466,0.26153125514755243,Iris-setosa
+25,5.109145836633574,3.076007170105119,1.510042574367941,0.26157366899310114,Iris-setosa
+26,5.109061125424229,3.06863611937499,1.510031767772798,0.2615478894033596,Iris-setosa
+27,6.17936717349147,3.0540000000462166,4.899494319747806,1.665427898717484,Iris-versicolor
+28,6.179366667263586,3.0540000001229135,4.899492082571615,1.6654276295912802,Iris-versicolor
+29,5.109022936900369,3.061817850279213,1.510033745099054,0.26154875030906055,Iris-setosa
+30,6.245113842474259,3.0540254255417345,5.06422703998773,1.7498063443578171,Iris-virginica
+31,6.179369053614209,3.05400000006163,4.8995059697928784,1.6654288537345725,Iris-versicolor
+0,6.18596564519497,3.0652658959860606,4.9558348966084145,1.716508888624056,Iris-virginica
+1,6.184353222554846,3.0540001366022307,4.916420842466884,1.6699210601374581,Iris-virginica
+2,5.109162004198952,3.0823614280877534,1.5100375445499834,0.26156847248462706,Iris-setosa
+3,5.109025402533035,3.061592188176508,1.5100381756209353,0.2615555251324992,Iris-setosa
+4,6.181120236669553,3.05405358836383,4.914879133308262,1.672583631927198,Iris-versicolor
+5,6.179366877687694,3.0540000677633565,1.5100229236210905,1.6654277951579872,Iris-versicolor
+6,6.179366699721109,3.0540000000705168,4.89949222983241,1.6654276500768335,Iris-versicolor
+7,6.19783466547698,3.0540020790936238,4.955590156450829,1.6936018433120434,Iris-virginica
+8,5.108985650003942,3.0580193940482814,1.510028069289716,0.26153809289028584,Iris-setosa
+9,6.187818645320182,3.0644431635830895,4.970282001224156,1.7314459282405494,Iris-virginica
+10,6.179760507257217,3.0540000533480884,4.902331550031416,1.6659909961649002,Iris-versicolor
+11,6.252780854147196,3.0546761001021334,5.1314412531975995,1.773288758305987,Iris-virginica
+12,6.179438710614544,3.0540000011599466,4.8999810339363625,1.6654776439271848,Iris-versicolor
+13,6.179367025615028,3.0540000000847485,4.899493911270642,1.6654279417574445,Iris-versicolor
+14,6.258240832862599,3.0545084036183496,5.133309675489654,1.7703379051328982,Iris-virginica
+15,6.179366904252944,3.0540000001017185,4.8994932141567,1.66542785342193,Iris-versicolor
+16,5.10920612729739,3.06844183042303,1.5100960925258604,0.26164645662611846,Iris-setosa
+17,6.186414193125542,3.077013561214284,4.965784471687464,1.738364811946993,Iris-virginica
+18,6.179578664317702,3.054000000046398,4.899975281130558,1.6654389077111416,Iris-versicolor
+19,6.179367368766732,3.054000000052424,4.899495556845687,1.665428060368795,Iris-versicolor
+20,6.179373515982803,3.054000000042815,4.899524749387133,1.6654292046786294,Iris-versicolor
+21,5.1090992132687125,3.0685217222822065,1.5100431800558005,0.26156798843136214,Iris-setosa
+22,6.18410715234875,3.0579716163016264,4.939967518026329,1.6953915611416899,Iris-versicolor
+23,6.179367943433323,3.0540000000438963,4.899498418206255,1.665428263701458,Iris-versicolor
+24,6.185080983861405,3.0576510233512812,4.948467803263234,1.7042251091892076,Iris-virginica
+25,6.242736670069533,3.0540722860271514,5.068493486839412,1.7346617478875799,Iris-virginica
+26,6.226113162056472,3.0553553002901372,5.089578148140287,1.7729836220636963,Iris-virginica
+27,6.18065536308376,3.055452115639831,4.90836515439395,1.6699957132799872,Iris-versicolor
+28,6.179369141896993,3.0540000000238288,4.899498957531036,1.6654280346666008,Iris-versicolor
+29,6.1793666525502315,3.054000000455738,4.899492024818114,1.665427632226926,Iris-versicolor
+30,6.179368375885876,3.0540000000354808,4.899499209325144,1.665428216732585,Iris-versicolor
+31,6.186933712435581,3.071824000160393,4.967318467250656,1.7368239659302043,Iris-virginica
+0,6.17946240736946,3.054000000193452,4.899982231808566,1.6654617746184768,Iris-versicolor
+1,6.197142131555511,3.054001848775264,4.952750534024523,1.6885424149850818,Iris-virginica
+2,6.179366674666341,3.054000000135149,4.899492112240491,1.6654276388812448,Iris-versicolor
+3,6.179367844698137,3.05400000003175,4.899496426976237,1.6654279939944225,Iris-versicolor
+4,6.184544934099953,3.0590536551407235,4.942742273711325,1.6977271760742334,Iris-versicolor
+5,6.179366678995814,3.054000000087323,4.899492129193794,1.6654276349063317,Iris-versicolor
+6,6.198589246892798,3.0540023245778136,4.954535873358413,1.684159867809509,Iris-virginica
+7,6.179527162661627,3.0540000001263214,4.900122078050861,1.6654620627577819,Iris-versicolor
+8,6.325994465721742,3.054197359028074,5.201730261256451,1.767561473322378,Iris-virginica
+9,6.179366721650936,3.0540000001134873,4.899492298924054,1.6654276758045545,Iris-versicolor
+10,6.2959480568672745,3.0542987759828346,5.177794439966586,1.7706642290356551,Iris-virginica
+11,6.180016858319282,3.0570928151076733,1.5112226821225876,0.2622192575108612,Iris-setosa
+12,6.181579531258496,3.056717656822466,1.5164051058756827,1.6713165900922795,Iris-setosa
+13,6.179371300029457,3.054040555255944,1.5100269685403345,0.2615333660164106,Iris-setosa
+14,6.18554531974826,3.0562925872553617,4.9486913912225665,1.7003800936774442,Iris-virginica
+15,5.109157588257271,3.07167819852359,1.5100494406200684,0.26157968593167824,Iris-setosa
+16,6.179367719869905,3.0540000001624708,4.8994985752059135,1.6654286726011445,Iris-versicolor
+17,6.26697242498805,3.0540465392090215,5.096724633281484,1.744005577931489,Iris-virginica
+18,5.109035067644241,3.061725819687176,1.5100566743549122,0.26158301250311333,Iris-setosa
+19,5.1091887434703205,3.0771588959767464,1.5100509675104588,0.2615910304227075,Iris-setosa
+20,6.1813836176441255,3.054000004748959,4.905112076451948,1.666095342955903,Iris-virginica
+21,6.181286807434172,3.054968756308183,4.915117948348969,1.6736511487413188,Iris-versicolor
+22,6.18791210279861,3.0723814948107195,4.97630901135371,1.7483443892603496,Iris-virginica
+23,6.179429010225059,3.0545741169364606,1.5101119390459483,0.2615955021712041,Iris-setosa
+24,6.1807277815444035,3.0569002982658184,1.5141797541563686,1.669404999984817,Iris-setosa
+25,6.186210452462168,3.054000967758259,4.925064213804685,1.6724585418590934,Iris-virginica
+26,6.179470328319696,3.054007791658893,4.90048512336784,1.665736741104102,Iris-versicolor
+27,5.108958386037085,3.054920705782145,1.5100258366774209,0.2615341539493208,Iris-setosa
+28,6.185181270552072,3.0717243723958934,4.953514889735531,1.7193428116210676,Iris-virginica
+29,6.183391913065675,3.05991736864639,4.929417717663899,1.6845415067100398,Iris-versicolor
+30,5.109101769991938,3.0743718074939657,1.510033277104989,0.2615535868294449,Iris-setosa
+31,6.17994339884038,3.0540001887965667,4.903239338908214,1.6661076445294327,Iris-versicolor
+0,6.226886940980149,3.05406778736838,5.037639105115498,1.7200556194622043,Iris-virginica
+1,6.179366779351161,3.0540000000577177,4.8994925931903985,1.6654277047461266,Iris-versicolor
+2,6.208550746991778,3.0540089068551364,4.985400029180144,1.7025778778867982,Iris-virginica
+3,6.233504632044123,3.054019231630411,5.042422047063269,1.7421370833753327,Iris-virginica
+4,6.185345511171766,3.0696605704715854,4.95313578856341,1.7154239655628478,Iris-virginica
+5,6.181520627342114,3.054000010738461,4.906351558139893,1.666472148696676,Iris-virginica
+6,6.179454759016028,3.0540000000556775,4.899796309941327,1.66543811231233,Iris-versicolor
+7,5.1090540862973555,3.0678003209301234,1.5100319334838546,0.26154791235392205,Iris-setosa
+8,6.179367170201659,3.054000000064473,4.899494637536237,1.6654280051435753,Iris-versicolor
+9,6.179366900660756,3.0540000000556824,4.899493171789808,1.6654277940660225,Iris-versicolor
+10,6.228219159902192,3.05402319201275,5.028303147021989,1.7181564559795957,Iris-virginica
+11,6.182131554948603,3.0546857557477134,4.92356259689471,1.679118760903451,Iris-versicolor
+12,6.179366912017864,3.0540000001002667,4.899493292815308,1.6654278733397578,Iris-versicolor
+13,6.202873775643602,3.0540033999417178,4.9687431530058745,1.6989162560299167,Iris-virginica
+14,6.1895408965848535,3.055123373216752,4.967044386039351,1.7096142170562512,Iris-virginica
+15,6.182664693118241,3.0578253622796865,4.92046480821484,1.6766757990186836,Iris-versicolor
+16,6.180275387018469,3.0552907873119937,1.5134734271637376,1.6690303415277061,Iris-setosa
+17,6.179366722992188,3.0540000000624743,4.899492348260015,1.6654276659868037,Iris-versicolor
+18,5.109217810947456,3.071263474046674,1.510087262256757,0.261642388846025,Iris-setosa
+19,6.179366842450668,3.0540000001542524,4.899492845436129,1.6654277906152863,Iris-versicolor
+20,5.108951294148099,3.0541118054748275,1.5100259690936733,0.2615332477734676,Iris-setosa
+21,6.1796255223399585,3.0540000012281188,4.900839952372925,1.6655745444770655,Iris-versicolor
+22,6.1904426705138995,3.0540003422161033,4.930008281411048,1.675464839720363,Iris-virginica
+23,6.258246845330197,3.05402917287964,5.0823444903032575,1.7503099672819864,Iris-virginica
diff --git a/iris/lct_gan/1/25/test.csv b/iris/lct_gan/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/25/train.csv b/iris/lct_gan/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/25/val.csv b/iris/lct_gan/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/26/synth.csv b/iris/lct_gan/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89fb3c00517b577d2a65800fc72c68841543d461
--- /dev/null
+++ b/iris/lct_gan/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.18150316685455,3.0540154248421207,4.915131422908964,1.671219659971431,Iris-versicolor
+1,5.109102093808274,3.0660474693911124,1.5100598872837294,0.2615929508142304,Iris-setosa
+2,5.109037743186808,3.058861687681175,1.5101127776786127,0.26163727337917225,Iris-setosa
+3,6.179366751555146,3.0540000015713784,4.899492454794325,1.6654277522315097,Iris-versicolor
+4,6.179366910476573,3.0540000001314644,4.899493255059092,1.6654278727401828,Iris-versicolor
+5,6.183604682539534,3.061195831180123,4.931778721968194,1.6870011986573195,Iris-versicolor
+6,6.179366998904504,3.0540000000651686,4.899493663154578,1.6654278807466383,Iris-versicolor
+7,6.1794594989258425,3.05400000012972,4.899912365407904,1.6654509574240461,Iris-versicolor
+8,5.108952113970736,3.054165545868387,1.5100246356393388,0.261532446492412,Iris-setosa
+9,6.179366614617862,3.05400001846603,1.510022633238732,1.6654275995761758,Iris-versicolor
+10,6.187007837850696,3.055371859437553,4.9552836012216295,1.7025261550686015,Iris-virginica
+11,6.179366739493987,3.054001215213176,1.5100226658437623,0.2615308982377336,Iris-setosa
+12,6.1793666898061455,3.054000000108419,4.899492172707917,1.6654276480772794,Iris-versicolor
+13,6.179475847805823,3.0542335080568073,1.5102878718984973,1.6656996905072945,Iris-setosa
+14,6.180122600257611,3.0540000040200317,4.902696441084837,1.665856284689721,Iris-versicolor
+15,6.179378476887317,3.054003801483365,1.5100526228158355,1.6654518320457137,Iris-versicolor
+16,5.10895210255279,3.054073553612368,1.510027516547313,0.26153379621092865,Iris-setosa
+17,6.184721438438487,3.0640099629566153,4.945316644757496,1.7025098874869746,Iris-versicolor
+18,5.1091002001418175,3.07351497394518,1.5100365407327763,0.26155999625385157,Iris-setosa
+19,6.213929833477305,3.054008826625259,4.991182905733998,1.6983985743393557,Iris-virginica
+20,6.179387922078145,3.0540678469979934,1.510058733155598,0.2615494140945741,Iris-setosa
+21,6.179367340772784,3.0540000000402694,4.8994949325768165,1.665427928694989,Iris-versicolor
+22,5.109274230957496,3.063978695255075,1.510236755493872,0.2617848982692818,Iris-setosa
+23,5.10941218299403,3.060016315015839,1.5104226385186506,0.2618539498027543,Iris-setosa
+24,6.186367417326777,3.077555301270477,4.965754936777679,1.7389844090902766,Iris-virginica
+25,6.203385853270068,3.057864801489624,5.037008597638462,1.7597867308088078,Iris-virginica
+26,6.179367139435976,3.0540000409269665,1.51002348337191,1.6654281074669075,Iris-versicolor
+27,6.2254470498067365,3.054051323903791,5.037019666194533,1.729103742327381,Iris-virginica
+28,6.179367252851611,3.054000000045408,4.899494773009606,1.665427945174178,Iris-versicolor
+29,6.179366622529684,3.054000020991347,1.510022636718085,1.6654276016494478,Iris-versicolor
+30,6.179366974822824,3.054000000050224,4.899493478863567,1.6654278156690425,Iris-versicolor
+31,5.10915059765737,3.0681916839809737,1.5100876415836362,0.26163863557147865,Iris-setosa
+0,6.179367149040733,3.0540000001774392,4.899494813992723,1.6654281665415347,Iris-versicolor
+1,6.179367770861212,3.0540000001687324,4.899498425494026,1.6654286399682545,Iris-versicolor
+2,6.235541910397011,3.0540977359989783,5.06062510671925,1.7331034140574098,Iris-virginica
+3,5.108950352104275,3.054106399731534,1.510024031959714,0.2615318882049577,Iris-setosa
+4,6.179408656155218,3.0540000000362535,4.8996199289266125,1.665431216681925,Iris-versicolor
+5,5.108956083049203,3.0544197492623186,1.510025544693841,0.261533544846957,Iris-setosa
+6,6.179611871976606,3.056791863882827,1.5102259250415666,0.2617075153666039,Iris-setosa
+7,5.109172143146322,3.085851909452355,1.5100355037892013,0.26156834390255485,Iris-setosa
+8,6.179367196405043,3.0540001246071053,1.5100236660761437,1.6654282912915654,Iris-versicolor
+9,6.179366723066867,3.0540000005740993,4.899492319308361,1.6654277024690012,Iris-versicolor
+10,6.190058758701539,3.060776297897497,4.982902543951422,1.7375739125362142,Iris-virginica
+11,5.10916513376592,3.0836931372375744,1.5100337133161768,0.261560006609024,Iris-setosa
+12,5.108956700089098,3.0546448734030274,1.5100265981385865,0.26153470707122123,Iris-setosa
+13,6.181086474056544,3.0545874696432262,4.914242330199122,1.6730888869929053,Iris-versicolor
+14,5.1091128393428,3.0761666028627617,1.510036258318067,0.2615609124882598,Iris-setosa
+15,6.2475320480182415,3.0540468257323954,5.071133343715622,1.738420909981187,Iris-virginica
+16,6.188172387429059,3.066533735921107,4.975951446965264,1.7425360665325678,Iris-virginica
+17,6.233248126121278,3.0540172928205704,5.034881683914924,1.7248119588608484,Iris-virginica
+18,6.179366730097779,3.05400000006139,4.899492377795257,1.6654276698817385,Iris-versicolor
+19,6.17936660753426,3.0540000007542534,4.899491847526515,1.665427590188933,Iris-versicolor
+20,6.179372417123237,3.0540000001769307,4.899534800290456,1.6654311796003265,Iris-versicolor
+21,6.18097662939689,3.057002725465212,1.515886154083509,1.6719428263240435,Iris-setosa
+22,6.183708541224374,3.060193860887992,4.936868988316009,1.6936192038820066,Iris-versicolor
+23,6.201013936197061,3.0540033244460645,4.966245999208493,1.7020170704654025,Iris-virginica
+24,6.179368979690989,3.0540000000254297,4.899498929756287,1.665428059269711,Iris-versicolor
+25,6.188681584313861,3.066810048255096,4.980137950076378,1.7472484906386534,Iris-virginica
+26,6.179593295567665,3.0540000003543293,4.900487476901651,1.6655051821959046,Iris-versicolor
+27,6.179385016374221,3.054000090907192,4.899656630330729,1.665456164256201,Iris-versicolor
+28,6.247420382328281,3.054030080659065,5.05898807352986,1.7245085975011099,Iris-virginica
+29,6.179376481832672,3.054000000803099,4.8995829067048735,1.6654372390893972,Iris-versicolor
+30,6.179504480263338,3.054000004928021,4.900486035292574,1.665563141330772,Iris-versicolor
+31,6.179367297085852,3.054000667509122,1.5100234266799428,1.6654282399845546,Iris-setosa
+0,6.179554614251229,3.0540000004061008,4.900384628636872,1.6654996173227683,Iris-versicolor
+1,6.179367064828682,3.054000000054808,4.899493959568437,1.6654278868316512,Iris-versicolor
+2,6.18612569577173,3.074926473529752,4.96239217186822,1.7327582711793574,Iris-virginica
+3,6.202927564361147,3.0544843988817023,5.011511159422603,1.7305422063322466,Iris-virginica
+4,6.2063998090183485,3.0540042890251806,4.976741754375533,1.7030251678658475,Iris-virginica
+5,6.179654306727925,3.0551959602030268,1.510688443208169,1.6662145063151454,Iris-setosa
+6,6.179827328332926,3.054000000277926,4.900940399421554,1.6655191891549552,Iris-versicolor
+7,6.179366951764615,3.054000000061768,4.899493452946066,1.6654278432621372,Iris-versicolor
+8,6.179366721659404,3.05400000013659,4.8994922774846925,1.6654276733158093,Iris-versicolor
+9,6.179688283200448,3.057953988977917,1.51027474775308,0.2617535886615899,Iris-setosa
+10,6.179367023214987,3.0540000002651655,4.899493796015548,1.6654280099427141,Iris-versicolor
+11,6.233855073012685,3.054014417938368,5.028657065665696,1.7120676104543269,Iris-virginica
+12,6.179699092648459,3.0540000014828754,4.901045017111491,1.6655787071109094,Iris-versicolor
+13,6.179366877878073,3.054000000097723,4.8994930881510586,1.6654278256892159,Iris-versicolor
+14,5.109078505446517,3.059231957268813,1.5101031173418982,0.2616233822449605,Iris-setosa
+15,6.179385090930111,3.054000000084155,4.899594733195173,1.6654329872025921,Iris-versicolor
+16,6.179367274859713,3.0540000000371115,4.899494378137565,1.6654278515897252,Iris-versicolor
+17,6.179369493146632,3.054000000080153,4.899510036057314,1.6654291946791913,Iris-versicolor
+18,5.109094981532242,3.0695125230082123,1.510043345294755,0.26156915473589243,Iris-setosa
+19,6.1793698782199815,3.0540000000355416,4.899505533323599,1.6654285017869677,Iris-versicolor
+20,6.1793860633675175,3.054271724463481,1.5100415026096328,0.2615447615083048,Iris-setosa
+21,6.179376364286602,3.0540000000369374,4.899531265403491,1.6654292948273064,Iris-versicolor
+22,6.245647133848878,3.0540366266850794,5.062963823829287,1.732211829213618,Iris-virginica
+23,6.3088748622027175,3.054181528680057,5.180462074541139,1.7669098173629962,Iris-virginica
+24,6.18011399367587,3.0540000018714863,4.90229427788045,1.6657410938893684,Iris-versicolor
+25,6.190842669720718,3.0540014639322233,4.938868826261069,1.681285195923463,Iris-virginica
+26,6.179366690460707,3.0540000000822065,4.899492182324594,1.6654276452872905,Iris-versicolor
+27,5.10918781489876,3.082567194098939,1.510040756603411,0.26157725047387825,Iris-setosa
+28,5.109160065515657,3.0824887398907497,1.5100358255460233,0.26156491175211516,Iris-setosa
+29,6.1799943005416536,3.054000000178471,4.9010290664897065,1.6654974992564076,Iris-versicolor
+30,6.183225150751257,3.054000081371569,4.912946776034703,1.6685056473789552,Iris-virginica
+31,6.179366741435525,3.0540000001170498,4.899492400363528,1.6654277013066665,Iris-versicolor
+0,6.179366817303774,3.0540000000559844,4.899492763994798,1.6654277323937348,Iris-versicolor
+1,6.179385352293081,3.0540000076066387,4.8996879469160275,1.6654568792261861,Iris-versicolor
+2,6.186370282730515,3.060349396452322,4.9577609817002015,1.714540899502776,Iris-virginica
+3,6.179366737067351,3.05400130054792,1.5100226627773237,0.26153090152475456,Iris-setosa
+4,6.181288581753518,3.0548590641818163,4.914062101901176,1.6726172152173264,Iris-versicolor
+5,6.186610354761172,3.0622473650132624,4.961037393112046,1.7213395316536606,Iris-virginica
+6,6.17946138181985,3.054000000060917,4.89983491915198,1.6654403717838975,Iris-versicolor
+7,6.187153141707299,3.0540007220537184,4.926625836984101,1.6732122078880984,Iris-virginica
+8,6.204798147328755,3.054004135208275,4.97242763143827,1.6970811286132104,Iris-virginica
+9,6.179366694184639,3.054000000076019,4.89949221304571,1.6654276495464087,Iris-versicolor
+10,6.179390330629782,3.054001833233879,4.8997188379877485,1.6654924535782205,Iris-versicolor
+11,6.179379960366114,3.0540000000582053,4.899564018031466,1.6654308778074294,Iris-versicolor
+12,6.179367266794331,3.054000000057981,4.899495001398041,1.6654280178789491,Iris-versicolor
+13,6.180660364119613,3.0540000322637004,4.905589713177621,1.666673087159387,Iris-virginica
+14,6.18654983478497,3.068207182599176,4.962170231685454,1.7266764860324761,Iris-virginica
+15,5.108950618349877,3.054091048124666,1.5100248207271882,0.26153242299838525,Iris-setosa
+16,6.208916221918049,3.054007169709511,4.989128950679202,1.7180724198584643,Iris-virginica
+17,6.181087289755418,3.054000079989095,4.907878784374302,1.667613804785675,Iris-virginica
+18,6.180061355041448,3.0546867848333425,4.905019993256877,1.6683689903947327,Iris-versicolor
+19,6.179560338108704,3.05400608460124,4.901504298188551,1.6661404995345155,Iris-versicolor
+20,6.179623425575546,3.054000000748861,4.900732717626087,1.6655471168676796,Iris-versicolor
+21,6.186643354312287,3.064076705863453,4.961864833339234,1.723722344106423,Iris-virginica
+22,6.181819655577543,3.05523426684021,4.922360376609664,1.6796442207557847,Iris-versicolor
+23,5.109014839865,3.0590405697798895,1.5100720522455975,0.26159495929180887,Iris-setosa
diff --git a/iris/lct_gan/1/26/test.csv b/iris/lct_gan/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/26/train.csv b/iris/lct_gan/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/26/val.csv b/iris/lct_gan/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/27/synth.csv b/iris/lct_gan/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b34b3b01b59d9f2d0a6d0552855ad864b71a21d1
--- /dev/null
+++ b/iris/lct_gan/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.267765468348725,3.0549555042208874,5.169695808866475,1.7857163945818078,Iris-virginica
+1,6.185708764190079,3.069306573467113,4.956012975292718,1.7199239877773402,Iris-virginica
+2,6.179464881231201,3.054000002315955,4.900200469477249,1.6655102128862853,Iris-versicolor
+3,6.239076878811732,3.054018244514106,5.045141209831052,1.7314876836576492,Iris-virginica
+4,6.184447129364833,3.0647838103962832,4.942297305250452,1.6993565541462652,Iris-versicolor
+5,5.109175439880255,3.082575391768399,1.5100383957325634,0.2615716340412846,Iris-setosa
+6,6.232137448224704,3.0540328998468187,5.03805351935888,1.7195138626643782,Iris-virginica
+7,5.109120697983652,3.076770543460438,1.5100370624472654,0.26156319710474235,Iris-setosa
+8,5.1091217266965385,3.0755645877192626,1.5100451779233013,0.26157805233176074,Iris-setosa
+9,6.1932432917251266,3.054423447782487,4.977924488999159,1.712364603117849,Iris-virginica
+10,6.2882324434850165,3.054047748306027,5.11854862410049,1.741452141842795,Iris-virginica
+11,6.37750721329709,3.054201075420776,5.255437171555434,1.77228324818838,Iris-virginica
+12,6.179367068041261,3.054001681888243,1.5100228892793595,0.26153099319374196,Iris-setosa
+13,5.109114097482705,3.073275253290127,1.5100468071926445,0.2615790770154524,Iris-setosa
+14,5.108982030721933,3.0568257766689944,1.5100343039063693,0.26154606854983786,Iris-setosa
+15,6.1793667643096954,3.05400005110551,1.5100227853641492,1.6654277019129375,Iris-versicolor
+16,6.182635083249114,3.0540467827049946,4.923598269537707,1.6765714781759582,Iris-versicolor
+17,6.179375466142283,3.0540000000254985,4.899517840822012,1.6654286660878888,Iris-versicolor
+18,6.1823812666924285,3.059054253625331,4.921587111336361,1.679527778346144,Iris-versicolor
+19,6.1793668690274295,3.0540000002715364,4.8994929721327996,1.6654278292269498,Iris-versicolor
+20,6.179432399253441,3.054188986104653,1.5101659436915345,1.6655844183190747,Iris-setosa
+21,6.2145654567157935,3.0540093963743606,5.0020948135956,1.7230019244987531,Iris-virginica
+22,6.179367121730389,3.054000000048713,4.8994941660897435,1.665427892150835,Iris-versicolor
+23,5.109022185616235,3.062809562215139,1.5100314444564382,0.2615452606101147,Iris-setosa
+24,6.17984199949636,3.0567320437967638,1.5114431964233208,1.667216164413551,Iris-setosa
+25,6.186167700777849,3.075689837225602,4.9631666956426015,1.7344740540576913,Iris-virginica
+26,5.1091559838054215,3.0800802671794045,1.5100408496939541,0.26157373767560543,Iris-setosa
+27,6.1798156842750736,3.0540000955632864,4.902518716695946,1.665963626034262,Iris-versicolor
+28,5.109162868857876,3.084734956059647,1.5100341081008006,0.26156279231959323,Iris-setosa
+29,6.1799745154430195,3.0540000021603713,4.902057229822158,1.6657390209839704,Iris-versicolor
+30,6.179367551306316,3.05400000004122,4.899495961505112,1.6654280348705164,Iris-versicolor
+31,5.1090890678006895,3.072047727954407,1.5100327525106765,0.2615516863869429,Iris-setosa
+0,6.184076098971487,3.062262336385442,4.935676201317308,1.6901834195166259,Iris-versicolor
+1,5.108954357572567,3.0543575254022723,1.5100254074625468,0.2615333142859434,Iris-setosa
+2,5.109028290797455,3.058309157997976,1.5100881992082955,0.26160426704001427,Iris-setosa
+3,6.179379716593285,3.054048076048796,1.5100437354239717,0.26154096980877634,Iris-setosa
+4,6.1865978327376885,3.054057774901005,4.941156406016719,1.6846859279897648,Iris-virginica
+5,6.1804655578861825,3.0571152870576244,1.513660515991829,1.6693359577876357,Iris-setosa
+6,6.18550716247042,3.0699974525066893,4.954692721676694,1.718363722457334,Iris-virginica
+7,6.184879780230683,3.066836988514471,4.948313872166086,1.7079322417753533,Iris-versicolor
+8,6.202996426078399,3.054005878279445,4.971171444125603,1.694927961166541,Iris-virginica
+9,6.182242403893921,3.05400001309033,4.907775553673714,1.66670071376504,Iris-virginica
+10,6.179494539096712,3.0541976663954,1.5106176800947668,1.6660203257218302,Iris-setosa
+11,6.206669143026049,3.0574019382433946,5.048841296803534,1.7678326584105555,Iris-virginica
+12,5.109167569876303,3.0650652398340386,1.510116931780682,0.26166592418695483,Iris-setosa
+13,6.263280842389518,3.054031761419269,5.090342041098103,1.7520622135562811,Iris-virginica
+14,6.179366922986128,3.0540000001097947,4.899493288924095,1.6654278686401125,Iris-versicolor
+15,5.108952570257028,3.0541994653583266,1.5100248389307271,0.2615325732783722,Iris-setosa
+16,6.179534583691287,3.054097905970418,1.5106403553372614,1.6659179009895608,Iris-versicolor
+17,6.180109143927757,3.0568681700665707,1.5112016274035438,0.2621782676429494,Iris-setosa
+18,5.10911248481919,3.074550116464179,1.510040714019797,0.2615689578476025,Iris-setosa
+19,6.179367042052638,3.0540000000506526,4.899493778693067,1.6654278538579392,Iris-versicolor
+20,6.179824962849765,3.056252723230022,1.5111184336707901,1.666767142170338,Iris-setosa
+21,6.179682810000439,3.054000787035619,4.902650906209863,1.666379572890462,Iris-versicolor
+22,6.17936670977605,3.054000009016409,4.899492101605876,1.6654276877775347,Iris-versicolor
+23,6.179743001017312,3.05400000043079,4.900908745578974,1.6655360066590834,Iris-versicolor
+24,6.192527971220754,3.059737001806776,4.994614333211623,1.742628699741061,Iris-virginica
+25,6.1895635890486576,3.0629060707760685,4.983842308135749,1.7454542344604225,Iris-virginica
+26,6.266453244506773,3.0540358138181136,5.085507570957101,1.7302029036008273,Iris-virginica
+27,6.179366959007288,3.054000287056564,1.5100229790437327,1.665427876215363,Iris-setosa
+28,6.1793670102662075,3.054000000054809,4.89949362623462,1.6654278479800284,Iris-versicolor
+29,6.179466247624856,3.054000000046277,4.899787510546732,1.665436077923906,Iris-versicolor
+30,6.184374959884071,3.060110018305945,4.940719545116832,1.6956175846043404,Iris-versicolor
+31,6.2041671923976685,3.0550050174521606,5.022393863805759,1.7382973272581907,Iris-virginica
+0,6.179617170119445,3.054000000058386,4.900090137186005,1.6654442288022206,Iris-versicolor
+1,5.109106712633181,3.074655098794394,1.5100326028190862,0.261551927970199,Iris-setosa
+2,6.17936735767613,3.054000000053518,4.899495458398954,1.6654280547869502,Iris-versicolor
+3,6.181702604532068,3.056146348930059,4.918793506275582,1.6771708207771763,Iris-versicolor
+4,5.108951137396642,3.0541164449505467,1.5100243814537377,0.2615321223376854,Iris-setosa
+5,6.199581878521553,3.054067693308042,4.9816421043121295,1.702841927555598,Iris-virginica
+6,5.109160349772519,3.082005805072646,1.5100372727951807,0.2615670794339068,Iris-setosa
+7,6.1793980353865905,3.0540001287829606,4.899768031383006,1.6654781779570038,Iris-versicolor
+8,5.109023715266345,3.063430024529789,1.510030902795233,0.26154458553017085,Iris-setosa
+9,6.179366789248871,3.0540000000977607,4.899492639272359,1.665427742571873,Iris-versicolor
+10,6.179366739041251,3.05400000006343,4.899492415959773,1.6654276796535388,Iris-versicolor
+11,6.185877528104042,3.062018202157957,4.954118970253271,1.7119638320274548,Iris-virginica
+12,6.181064299247795,3.0569262369589887,1.51498009568077,1.6700765976795278,Iris-setosa
+13,6.333280851384707,3.0542278964838108,5.214247710076725,1.7709998058187757,Iris-virginica
+14,6.179709903752269,3.058966357688555,1.5103015198052467,0.2618003317349631,Iris-setosa
+15,6.26993163548985,3.054051060478874,5.106600636856484,1.7540709173087525,Iris-virginica
+16,6.179367191423689,3.0540024438061866,1.5100229659122413,0.26153102870369976,Iris-setosa
+17,6.17936733108522,3.054000182480803,1.510024025790579,1.665428562934207,Iris-versicolor
+18,6.179366695762907,3.05400000008721,4.899492189021908,1.6654276483046933,Iris-versicolor
+19,5.108991793284215,3.056760464369781,1.5100463840514848,0.2615585512755877,Iris-setosa
+20,5.109050506555605,3.062063265191312,1.5100489348370265,0.26157156282103383,Iris-setosa
+21,6.1848523790231225,3.0540857420323806,4.932241975433558,1.6781248291212427,Iris-versicolor
+22,6.18735491284134,3.0637483627990507,4.966580482218149,1.7276676796342032,Iris-virginica
+23,6.191987794511024,3.05400096813853,4.937995926786224,1.6775641685191756,Iris-virginica
+24,6.179367154433186,3.054000000070493,4.89949439301654,1.6654279770212754,Iris-versicolor
+25,6.1803254421707186,3.0540000059785073,4.903453479901841,1.6660239475201677,Iris-versicolor
+26,6.179368224131592,3.0540000007633905,4.899502416665495,1.6654296490864875,Iris-versicolor
+27,6.1793671505036,3.0540000000479814,4.899494236883673,1.6654278988204874,Iris-versicolor
+28,5.109201855130317,3.0614434291322428,1.510206017540359,0.26172312199410397,Iris-setosa
+29,6.179370052229682,3.0540000016228586,4.8995132140641395,1.6654314648939716,Iris-versicolor
+30,6.206538017689105,3.0547208982547334,5.026887359885578,1.7396608285764428,Iris-virginica
+31,6.223982500823258,3.0552700650340063,5.083336795735101,1.7687103247819806,Iris-virginica
+0,6.24505207803439,3.0546364409380344,5.117651433209794,1.774279129719473,Iris-virginica
+1,6.205609498597491,3.0545659846696567,5.018001935798084,1.729587874169994,Iris-virginica
+2,6.179908413724827,3.05688006791642,1.5106184970139327,0.2619353005041481,Iris-setosa
+3,6.385651597049529,3.054082611490254,5.2300752699973545,1.7588481833557228,Iris-virginica
+4,5.108958298210054,3.05445462387,1.5100329661489038,0.26153993568291756,Iris-setosa
+5,5.108961977466207,3.0548216987894654,1.51002809911737,0.26153633597266157,Iris-setosa
+6,5.1089513599290965,3.054143626482833,1.5100242897054852,0.2615320989297999,Iris-setosa
+7,6.179367074458758,3.05400215504796,1.5100228978815209,0.2615310012875148,Iris-setosa
+8,6.254775705003778,3.0541683865446867,5.1046525834949374,1.7526157093751045,Iris-virginica
+9,6.182190075068207,3.0540000933356746,4.911118450681362,1.6685570259873923,Iris-virginica
+10,5.109191917913209,3.078363393138085,1.510043697460557,0.2615780443130652,Iris-setosa
+11,6.228040219273303,3.0541389337919913,5.054560713635918,1.7372855136974021,Iris-virginica
+12,6.179366980149321,3.0540000000664076,4.899493595173428,1.6654278722354217,Iris-versicolor
+13,5.108948442286414,3.054006839846658,1.5100232219872511,0.26153116650404035,Iris-setosa
+14,6.18567542650738,3.0728962463101923,4.957728470161777,1.724794249187148,Iris-virginica
+15,6.206761003268477,3.0540074546913627,4.983100395954536,1.7075531966829642,Iris-virginica
+16,6.179367165094307,3.054001021110947,1.5100231867866845,0.26153109278492054,Iris-setosa
+17,5.109161636121609,3.0645618325760915,1.5101255962539104,0.2616684531475865,Iris-setosa
+18,6.179366700167314,3.0540000001097343,4.899492208140091,1.6654276561220065,Iris-versicolor
+19,5.109146418432004,3.0801827911747286,1.5100352180409709,0.2615614297597511,Iris-setosa
+20,5.10899774490985,3.0584546481168995,1.5100410499612884,0.2615560521320187,Iris-setosa
+21,6.18951879463126,3.054001324030578,4.934980924026996,1.6780427228586217,Iris-virginica
+22,6.179368936721915,3.054000000050348,4.899504193193691,1.6654286315484663,Iris-versicolor
+23,6.210469438066311,3.0540068650840655,4.985760007389293,1.700715614995485,Iris-virginica
diff --git a/iris/lct_gan/1/27/test.csv b/iris/lct_gan/1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/27/train.csv b/iris/lct_gan/1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/27/val.csv b/iris/lct_gan/1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/28/synth.csv b/iris/lct_gan/1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84a3fe6ac8749520f78de12f382dfe6c771c3f8a
--- /dev/null
+++ b/iris/lct_gan/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108953467545633,3.0541800117786595,1.5100264784238826,0.2615337397076021,Iris-setosa
+1,6.179366975750637,3.0540000000414853,4.8994933134274765,1.6654277582802548,Iris-versicolor
+2,6.17936697124855,3.0540000000659857,4.899493512566356,1.665427859725495,Iris-versicolor
+3,6.179366774051706,3.0540000001119467,4.899492536124111,1.6654277230704395,Iris-versicolor
+4,6.183584909162214,3.0619166135212263,4.933202463456765,1.6892343989514225,Iris-versicolor
+5,6.1797179306954275,3.054000000114898,4.900472274638544,1.6654700552541084,Iris-versicolor
+6,5.108948130219802,3.0540118683762056,1.5100228800288078,0.2615310212978828,Iris-setosa
+7,5.109020338407821,3.0613890559805683,1.510034016583398,0.2615492053693011,Iris-setosa
+8,5.109095799701097,3.0738226715042503,1.510032507732111,0.261551490401449,Iris-setosa
+9,6.179559696421233,3.0550213227366543,1.5104277723527153,0.2617684535787161,Iris-setosa
+10,6.179368090039618,3.0540000000340926,4.899497874795224,1.6654281368671158,Iris-versicolor
+11,6.20124543990365,3.05588084071228,5.021373317922382,1.7476177967155682,Iris-virginica
+12,6.218252602470193,3.057002888468754,5.083842084699847,1.775412470532655,Iris-virginica
+13,6.189465805577483,3.0624041881043307,4.982304260355421,1.7424914204060173,Iris-virginica
+14,6.179811554625228,3.0564052132442345,1.5104826766233634,0.26182772439221125,Iris-setosa
+15,6.179367003598714,3.054000000046135,4.899493526040182,1.665427805608594,Iris-versicolor
+16,6.223576871202673,3.054010052781981,5.012665253375719,1.7149438108927182,Iris-virginica
+17,6.17937944369419,3.0540308745309614,1.5100464740853663,1.6654524516994307,Iris-setosa
+18,6.179366699247735,3.0540000000756815,4.899492226744059,1.6654276513312314,Iris-versicolor
+19,6.189081501950793,3.054000202586249,4.925205885068964,1.6726423351888144,Iris-virginica
+20,6.179367677237251,3.0540007035350194,1.5100246863089029,1.6654292377416542,Iris-setosa
+21,6.201903042392311,3.054003062808126,4.962792597207686,1.688249128693948,Iris-virginica
+22,6.255276842504833,3.054669613315832,5.136531338196191,1.7728352627633088,Iris-virginica
+23,6.179367330441062,3.0540000090147585,4.899496086539573,1.6654287756751716,Iris-versicolor
+24,6.179706123149211,3.0572579358839542,1.5103345166155338,0.2617867913931563,Iris-setosa
+25,5.108990819016849,3.0560952754932837,1.510066929277884,0.26157678097035986,Iris-setosa
+26,6.17936669936267,3.054000000070746,4.899492234763888,1.6654276514300652,Iris-versicolor
+27,6.179388957047835,3.054000228201077,4.899694093430899,1.665467116952637,Iris-versicolor
+28,6.181156130557313,3.057141536262479,1.5154374262032642,1.6707045863631131,Iris-setosa
+29,6.217379428198592,3.0549352299007806,5.059030671837178,1.753469323477827,Iris-virginica
+30,6.191010022545347,3.0540159948435575,4.950010550489826,1.6870330649769643,Iris-virginica
+31,6.197663152588094,3.055111668254427,5.001449529283539,1.7304015207887757,Iris-virginica
+0,6.186773424818123,3.0540142618744257,4.936543844791375,1.6808879060824862,Iris-virginica
+1,6.179369113897854,3.054000000241006,4.89950706246989,1.6654295563269323,Iris-versicolor
+2,6.179425445654749,3.0540000000284557,4.899625905072389,1.665430920021969,Iris-versicolor
+3,6.179369442467063,3.0540000047630644,4.899514064975265,1.6654325663870277,Iris-versicolor
+4,6.180177002143669,3.054000908923677,4.905215521332223,1.6667587072979428,Iris-versicolor
+5,6.179367742213405,3.0540000001025662,4.899498809743571,1.6654285606905366,Iris-versicolor
+6,6.179367020906392,3.0540000000763476,4.899493913795827,1.6654279294881493,Iris-versicolor
+7,5.109166577968589,3.0802736626304714,1.5100402934455925,0.2615730877120594,Iris-setosa
+8,6.179373828033511,3.0540000000472403,4.89952911418069,1.6654293894517742,Iris-versicolor
+9,5.10896602476207,3.0558226627359675,1.5100267799023168,0.26153572403556935,Iris-setosa
+10,6.179366763329735,3.054001623077735,1.5100226769730953,0.26153090931441825,Iris-setosa
+11,6.179366702105235,3.0540000009346246,4.8994922284568405,1.6654276873911602,Iris-versicolor
+12,6.180434719501347,3.0572170298433834,1.512589793888573,1.6682518446797243,Iris-setosa
+13,5.1093787624629945,3.0594120882563893,1.5105055623946124,0.26192932113005285,Iris-setosa
+14,6.185712607038107,3.0746816736038536,4.959009164633337,1.728057194576059,Iris-virginica
+15,6.179367747758493,3.0540000001909746,4.899497615323269,1.6654285350311069,Iris-versicolor
+16,5.109073080904767,3.061404571502842,1.510115565737896,0.2616493592597108,Iris-setosa
+17,6.396438298565818,3.054381462623255,5.294820094601339,1.7776088876909257,Iris-virginica
+18,6.185571372612554,3.054001208579071,4.925427400019067,1.6748818356634474,Iris-virginica
+19,6.182182243661837,3.058065114730492,4.920188924454785,1.6780817441735547,Iris-versicolor
+20,6.179366888657575,3.054000000294572,4.899493051694649,1.6654278527680404,Iris-versicolor
+21,6.180087284417995,3.0581000453832177,1.5109791555080243,0.26218242950051374,Iris-setosa
+22,6.179490780531031,3.054000000186083,4.900103638225333,1.6654724019641727,Iris-versicolor
+23,6.339122638524859,3.0540587410743107,5.183782016020106,1.760324017773736,Iris-virginica
+24,6.192075268106174,3.060007696756995,4.992581383399674,1.7408811843118042,Iris-virginica
+25,6.17937078622999,3.0540000000440046,4.89951179259853,1.6654288812764393,Iris-versicolor
+26,6.186150850670083,3.0729289259041352,4.961287680054511,1.729083964132471,Iris-virginica
+27,6.200703762865734,3.054006996854694,4.968230816435089,1.694969413157028,Iris-virginica
+28,6.179534600042302,3.0551873937632097,1.510232800743739,0.26167291500762274,Iris-setosa
+29,6.179366804644031,3.0540000001108973,4.899492682358621,1.665427750942823,Iris-versicolor
+30,6.197498513879462,3.054011392197708,4.962760648477198,1.6896944491614672,Iris-virginica
+31,5.1090936232638215,3.072442689157504,1.5100354565853873,0.26155684029190407,Iris-setosa
+0,5.10896056103876,3.055090786695819,1.5100263434850845,0.2615348913276592,Iris-setosa
+1,6.384885280724781,3.054272462607913,5.2695764327371455,1.7711854050262406,Iris-virginica
+2,6.1839289043667245,3.058902301724044,4.936579751937678,1.6911691579646264,Iris-versicolor
+3,6.193319996700782,3.057655587852918,4.993693554414996,1.7359211510390882,Iris-virginica
+4,6.179366797729926,3.054000000059558,4.899492693712221,1.6654277264041581,Iris-versicolor
+5,5.109162242811251,3.0659610115078015,1.5101149900997388,0.2616669091009504,Iris-setosa
+6,6.18317946324817,3.059527598200511,4.930888641217753,1.687638120481397,Iris-versicolor
+7,6.179366705527917,3.0540000003716474,4.89949221903606,1.665427673481827,Iris-versicolor
+8,6.221984473621317,3.05404094444891,5.022648303020105,1.7127517395865788,Iris-virginica
+9,6.179367247823279,3.0540000003960404,4.899495147700012,1.6654283060501658,Iris-versicolor
+10,6.189940667117116,3.054000843879675,4.934228246580655,1.6780679676265393,Iris-virginica
+11,6.186125605138521,3.054017798361087,4.933783118657534,1.6781489898731163,Iris-virginica
+12,6.1794250490418685,3.054000283583227,4.8999306118170605,1.6655079749875688,Iris-versicolor
+13,6.179367463439014,3.054000004518154,4.899495826143574,1.665428597535262,Iris-versicolor
+14,6.191343989185368,3.060958569664917,4.990180794937229,1.7412256877101133,Iris-virginica
+15,6.2139285590349616,3.0565283922031203,5.06802062811861,1.7720089374798256,Iris-virginica
+16,6.1793670627300825,3.054000108836109,1.5100233235817344,1.6654280519597104,Iris-versicolor
+17,6.17937020968786,3.054000000054367,4.899511344130803,1.665428994710043,Iris-versicolor
+18,5.108952607092225,3.054095739029512,1.510028309744546,0.26153470716419897,Iris-setosa
+19,6.182602072194554,3.0582698532156503,4.923392456929013,1.6801383999344628,Iris-versicolor
+20,6.180927160920368,3.054000009342077,4.905130606512395,1.6663229224485439,Iris-virginica
+21,6.186162014589801,3.072624081108278,4.96121447750233,1.728803989460478,Iris-virginica
+22,6.179371984248223,3.054000000026928,4.899509080816644,1.6654284298082978,Iris-versicolor
+23,6.2034846155798915,3.057329025350657,5.035581379247533,1.759005691131618,Iris-virginica
+24,6.1802974906278605,3.0540000060695047,4.903346112562925,1.665966501297096,Iris-versicolor
+25,6.179367105044785,3.054000000046158,4.899494058146658,1.6654278672693565,Iris-versicolor
+26,6.179366609212336,3.0540000030099,4.89949180168859,1.665427591048406,Iris-versicolor
+27,6.192896964109861,3.0542272918865705,4.971423088060535,1.7034547612218034,Iris-virginica
+28,5.1089542669283805,3.0544271711556643,1.510025452023989,0.26153339851487956,Iris-setosa
+29,6.179366718501165,3.054000000060132,4.899492328255956,1.6654276580941296,Iris-versicolor
+30,6.183004609131204,3.0541692568150602,4.927042730709111,1.6797370285161466,Iris-versicolor
+31,6.179366710533632,3.0540000000728735,4.899492272763615,1.66542765845952,Iris-versicolor
+0,6.200212225512966,3.0544657020736463,5.000252955838114,1.719290837578686,Iris-virginica
+1,6.1824103651811075,3.0564010262668493,4.923643860107216,1.6797470758522115,Iris-versicolor
+2,6.181736873470982,3.057715229842519,4.916808129367761,1.6760380949738491,Iris-versicolor
+3,6.184673884937078,3.064928749925467,4.945315419086881,1.7028675524224446,Iris-versicolor
+4,6.1793667605350855,3.0540000004594217,4.899492486069639,1.66542773709572,Iris-versicolor
+5,5.109088748160645,3.071725257847229,1.510034064045668,0.2615538958000795,Iris-setosa
+6,6.179366824466003,3.054000000902365,4.899492866855929,1.6654278474285698,Iris-versicolor
+7,6.179366721075649,3.054000000299427,4.899492292167007,1.665427687590645,Iris-versicolor
+8,6.18267185802194,3.056969872000825,4.927471846746459,1.6839087888127424,Iris-versicolor
+9,6.179366740362524,3.054000000191214,4.899492392261351,1.6654277039713863,Iris-versicolor
+10,6.179367318556517,3.0540000000428726,4.899494953584404,1.665427948852577,Iris-versicolor
+11,6.214005959794785,3.055756562787543,5.061148368017411,1.7632820618312823,Iris-virginica
+12,5.109276783209784,3.0658057629101996,1.5101935459521427,0.2617521228358845,Iris-setosa
+13,6.179601412011117,3.054000000069284,4.900126795915406,1.6654490093995116,Iris-versicolor
+14,6.17936685902268,3.054001139945391,1.5100227711454726,0.2615309402728288,Iris-setosa
+15,5.109170195021534,3.086820796062751,1.5100341941082112,0.2615659603256272,Iris-setosa
+16,6.180312414954247,3.056931886943468,1.511221741579872,0.2621590235671529,Iris-setosa
+17,6.179366746008653,3.054000000221645,4.899492396233957,1.6654277079495103,Iris-versicolor
+18,6.179366757871049,3.0540000006572496,4.8994924853079995,1.6654277426810495,Iris-versicolor
+19,6.183542996880838,3.06154701566917,4.933228155639034,1.6895453427138287,Iris-versicolor
+20,6.182973595493117,3.0543488047379626,4.927241686441121,1.6797041752443473,Iris-versicolor
+21,5.109083897564359,3.0716240813478475,1.5100373949656163,0.2615605465481336,Iris-setosa
+22,6.216698920606677,3.054960112793852,5.0599077142037725,1.758025838507375,Iris-virginica
+23,5.109007404323492,3.060473437720066,1.5100318212803758,0.2615451668097541,Iris-setosa
diff --git a/iris/lct_gan/1/28/test.csv b/iris/lct_gan/1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/28/train.csv b/iris/lct_gan/1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/28/val.csv b/iris/lct_gan/1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/29/synth.csv b/iris/lct_gan/1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e7b4561b125c5fcab7781aaebeefed1bee12d4f
--- /dev/null
+++ b/iris/lct_gan/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936676751953,3.054000000070763,4.899492545665693,1.665427710267434,Iris-versicolor
+1,6.1794419322383805,3.054000000468654,4.899986884451878,1.6654746618698575,Iris-versicolor
+2,6.1851642322061045,3.054000036602193,4.913707013867647,1.6679403464704363,Iris-virginica
+3,6.18103462210094,3.055017085047056,4.912552276593793,1.67227631949619,Iris-versicolor
+4,6.187558859869557,3.058843411160645,4.965576101429373,1.7203026152503054,Iris-virginica
+5,6.191939576249892,3.0540004079919303,4.932962116327789,1.6765675939890494,Iris-virginica
+6,6.189606179684738,3.0569071238881853,4.974951587400239,1.7243018171584823,Iris-virginica
+7,6.187387334431457,3.0540002020442647,4.923055910290257,1.6723377226021297,Iris-virginica
+8,5.1089487112547936,3.0540181371641366,1.5100235110792053,0.2615313883134292,Iris-setosa
+9,6.1801304691373256,3.0568106380672555,1.5121407573079315,1.667900572298612,Iris-setosa
+10,6.1793680714459205,3.0540000008574633,4.899501036591398,1.6654294239402176,Iris-versicolor
+11,5.109074989175434,3.070679064895557,1.5100350267419773,0.26155509416480704,Iris-setosa
+12,5.109043872804459,3.0633641839783583,1.5100370446786207,0.2615548730731246,Iris-setosa
+13,6.182579012317667,3.0584473701093957,4.920907533260746,1.6775176235293066,Iris-versicolor
+14,6.239573838819066,3.054014878332186,5.036895323161254,1.715584504342219,Iris-virginica
+15,6.179367362415701,3.0540000000636405,4.89949558555593,1.6654280970422135,Iris-versicolor
+16,5.1092293991577264,3.0634962273113118,1.5102247751863596,0.2617630278417276,Iris-setosa
+17,6.180737845403557,3.0540000360103385,4.905965022040437,1.666848246798872,Iris-virginica
+18,6.186954569228329,3.0647667356747026,4.963694947171127,1.724929955924048,Iris-virginica
+19,6.179366618261337,3.0540000092127273,1.510022640388479,1.6654275976576454,Iris-versicolor
+20,5.109168927683538,3.086065873133,1.5100351507816172,0.2615674527626673,Iris-setosa
+21,6.18363318215186,3.0579679147125645,4.934744297683817,1.689118857033665,Iris-versicolor
+22,6.186326870120953,3.079324513535309,4.966219515968403,1.7405094638725942,Iris-virginica
+23,5.108949708510779,3.054080655655285,1.5100237456049521,0.2615316658134094,Iris-setosa
+24,5.109002285233924,3.060205561322441,1.5100290081936771,0.2615398790714816,Iris-setosa
+25,6.375913206627699,3.0541158311717798,5.232866347112488,1.7633275105701633,Iris-virginica
+26,6.18770637587362,3.0682951465547137,4.972287029509069,1.7395905249565282,Iris-virginica
+27,5.109131417909568,3.0780296407709757,1.5100361515269596,0.26156224486642043,Iris-setosa
+28,6.189216963738161,3.066234097579105,4.984130759709681,1.7504955273376304,Iris-virginica
+29,6.183064087522689,3.0540000393148103,4.911102886696904,1.667797659086201,Iris-virginica
+30,6.179366705398451,3.0540000080550023,4.899492059380205,1.6654276707692772,Iris-versicolor
+31,6.179366770032568,3.0540000000951046,4.8994925222979,1.6654277149063674,Iris-versicolor
+0,6.1871369601937385,3.0671733320341716,4.966918066924875,1.731956350530966,Iris-virginica
+1,5.109081357789704,3.0616580263130713,1.5100916453619782,0.2616209796874393,Iris-setosa
+2,5.108956130371968,3.0544726573945096,1.5100281069134571,0.26153588943137346,Iris-setosa
+3,5.108949590306952,3.0540267095263527,1.510024533353006,0.26153195874091023,Iris-setosa
+4,6.238586355156539,3.0540230694330806,5.055626821948406,1.7524468997735463,Iris-virginica
+5,6.1793721220900855,3.0540000002738874,4.899535256698623,1.66543143270197,Iris-versicolor
+6,6.1833144669892475,3.059738038187317,4.929654046969556,1.6849548928434261,Iris-versicolor
+7,6.17936698950787,3.054000000054626,4.899493547586509,1.665427838355166,Iris-versicolor
+8,6.17936674511967,3.0540000836189742,1.5100227677873959,1.6654277053936686,Iris-versicolor
+9,6.188217991967902,3.0663864322368557,4.975634930035601,1.7417330953103127,Iris-virginica
+10,5.109162681027234,3.0829101213518006,1.5100340446318672,0.261560767206649,Iris-setosa
+11,6.179366953449562,3.0540000000683136,4.8994934199925115,1.6654278526164727,Iris-versicolor
+12,6.184516698021109,3.0643492059269635,4.942004313692505,1.6982426848387286,Iris-versicolor
+13,6.19657630285914,3.0546940059908456,4.989676919245745,1.7142548758744383,Iris-virginica
+14,6.179366850132972,3.0540000000944514,4.899492917673757,1.6654277910690187,Iris-versicolor
+15,6.179377874836215,3.054001056249742,4.899629839671461,1.665468916754329,Iris-versicolor
+16,5.10913365647879,3.0734092252970813,1.5100477954800913,0.26158056787733946,Iris-setosa
+17,5.109168956789473,3.0831509415764216,1.5100365092939736,0.26156772835610165,Iris-setosa
+18,6.187634510711283,3.0645677304869445,4.969302027539528,1.7316920887898024,Iris-virginica
+19,6.179601733236122,3.0541391329430776,4.90152146480769,1.6663590632498129,Iris-versicolor
+20,6.26933095205031,3.0544648140565136,5.151451026382187,1.7748631313321614,Iris-virginica
+21,5.109172158570418,3.076930274051712,1.510051265517342,0.26159012862428466,Iris-setosa
+22,6.186613580606207,3.054081357545264,4.944304709835538,1.6902190183098729,Iris-virginica
+23,6.181213332312327,3.0560274380478516,4.913613068716322,1.6736076755380727,Iris-versicolor
+24,6.179366788343739,3.0540000000899505,4.899492620794346,1.6654277339524257,Iris-versicolor
+25,6.186530884775488,3.0686198946866923,4.9622004794852925,1.7271829800901857,Iris-virginica
+26,6.179366794055334,3.054000000057618,4.899492685068252,1.665427722468475,Iris-versicolor
+27,6.346159400811377,3.0545541443238347,5.259550397073309,1.7828048433117025,Iris-virginica
+28,6.179638419619784,3.054000029570941,4.901574053346706,1.665822486727303,Iris-versicolor
+29,6.17936697967984,3.0540000000636667,4.899493568824249,1.665427863621575,Iris-versicolor
+30,6.182346762978647,3.056864521000872,4.922728734403633,1.6793258479353432,Iris-versicolor
+31,6.179366903255644,3.0540000028412173,4.899493274718973,1.6654279773348657,Iris-versicolor
+0,6.1881908947301785,3.0629504141789736,4.973482783756276,1.7351524833373355,Iris-virginica
+1,5.1091963981518465,3.076468810623549,1.5100497076666524,0.2615870516212563,Iris-setosa
+2,6.179366791959437,3.054000000054688,4.899492648503732,1.6654277095599022,Iris-versicolor
+3,6.210669684470918,3.0540072900716213,4.990485486646819,1.712223669612845,Iris-virginica
+4,6.220240439710817,3.0540523141880374,5.019586790438406,1.7079123559129354,Iris-virginica
+5,6.180889025255062,3.056550895546346,1.5151897890800643,1.6707531464482694,Iris-setosa
+6,6.1794205584387365,3.0540000027567555,4.89982595826766,1.6654580610867347,Iris-versicolor
+7,6.179584976877081,3.0540267058600308,4.901396637720502,1.6661361018368088,Iris-versicolor
+8,6.304421564657701,3.0546316904413073,5.211940997977968,1.780286989702997,Iris-virginica
+9,6.190499148249015,3.0559692238485296,4.976117794230817,1.7205067202184978,Iris-virginica
+10,6.181477088194651,3.0573445326221336,4.914964436231062,1.6749425707414412,Iris-versicolor
+11,6.189771551825177,3.0657417616826805,4.987136660613904,1.7509173816836345,Iris-virginica
+12,6.181931641969625,3.0567135793190636,4.917629020699274,1.6754947876007786,Iris-versicolor
+13,6.17936852694962,3.054000000098505,4.899504806360295,1.665429022338932,Iris-versicolor
+14,6.179366705518789,3.0540000000772602,4.899492260147707,1.665427658483292,Iris-versicolor
+15,6.179421830985626,3.054050604996544,1.5102556498606565,1.6656397080695315,Iris-setosa
+16,6.179456525257907,3.0540000290975002,4.900337966484962,1.665588640776697,Iris-versicolor
+17,6.1793675662474,3.0540000000449763,4.899496229419033,1.6654280880547867,Iris-versicolor
+18,6.179366651103993,3.054000000264235,4.899492015783974,1.665427622491779,Iris-versicolor
+19,6.185639567827136,3.066403671974367,4.953429317915606,1.7135604791771282,Iris-versicolor
+20,6.179368203163471,3.054000000036678,4.899498783112332,1.6654282125301088,Iris-versicolor
+21,5.108967217005281,3.0552425694557765,1.5100328106776628,0.2615415719547613,Iris-setosa
+22,6.179367130089468,3.0540000000673064,4.8994945160716155,1.6654279889206747,Iris-versicolor
+23,5.109155869059885,3.0723989349822154,1.5100577603595031,0.2615950035361062,Iris-setosa
+24,6.1793681046265805,3.054000000051966,4.899500043517986,1.6654284452871748,Iris-versicolor
+25,6.205016339108591,3.0559439321385513,5.0359765704731965,1.7570526808445233,Iris-virginica
+26,6.1793805385477025,3.0540000002073393,4.899597420248868,1.6654359601378765,Iris-versicolor
+27,5.109478246855902,3.0637867744829608,1.5102830998707206,0.26181589181960924,Iris-setosa
+28,5.109147634796182,3.079389013030444,1.5100392458989234,0.2615697444965078,Iris-setosa
+29,6.180467801406675,3.054021197624802,4.909820168461809,1.6698724246034802,Iris-versicolor
+30,6.179855442361954,3.0540000069645115,4.902185712229636,1.6658557682221444,Iris-versicolor
+31,6.1793667854836425,3.054000000159438,4.8994925770845175,1.6654277363657355,Iris-versicolor
+0,6.179571027467715,3.054000438233559,4.9013996766879355,1.665898795869511,Iris-versicolor
+1,6.183513338906393,3.054000132455731,4.914552049659605,1.6691177655048486,Iris-virginica
+2,6.1793759515841495,3.054000000859702,4.899576671579508,1.665436685716259,Iris-versicolor
+3,5.108950645785216,3.05417775673283,1.5100240232687334,0.26153190569790674,Iris-setosa
+4,6.17937098034553,3.0540000000539838,4.899514813770583,1.6654291163128214,Iris-versicolor
+5,5.109164364098416,3.0850073080112974,1.5100339524951305,0.2615624987314944,Iris-setosa
+6,6.179366832041011,3.0540000001009147,4.8994927889103925,1.6654277668497937,Iris-versicolor
+7,6.182538196698111,3.05400000808141,4.907314208283587,1.6664199450451775,Iris-virginica
+8,5.108993918622768,3.0587041542166484,1.510031708401551,0.261544245230035,Iris-setosa
+9,6.1828202834953885,3.0588121080410513,4.924735554293807,1.6809253923197707,Iris-versicolor
+10,5.109053630613968,3.063074212350078,1.510069940876737,0.2616031829847226,Iris-setosa
+11,6.180160613742381,3.0540000007007735,4.901875424489474,1.6656091252210086,Iris-versicolor
+12,6.206036740752346,3.0574082969914205,5.046407064933372,1.7668704632575847,Iris-virginica
+13,6.179383130431419,3.0540000000680143,4.899578325493467,1.6654315566038784,Iris-versicolor
+14,6.179773871428785,3.0571335523087737,1.5109405968414564,0.2621390197308961,Iris-setosa
+15,6.1821778903048346,3.056549881704566,4.919670780018772,1.676568670664127,Iris-versicolor
+16,6.241238037422334,3.0546258502860297,5.1090379078894985,1.7688042956776915,Iris-virginica
+17,5.109026315911092,3.062972758140959,1.5100333621153836,0.26154867400602444,Iris-setosa
+18,6.182074096109008,3.056289735297104,4.921036194281577,1.6781979451469657,Iris-versicolor
+19,6.181334361807054,3.0568597075666664,1.5159413157922614,1.6710772166743297,Iris-setosa
+20,6.182111472895491,3.0541121559324416,4.919898535883541,1.6738921608261101,Iris-versicolor
+21,6.180928941165731,3.054000057763732,4.90684850738538,1.6669785390632346,Iris-virginica
+22,6.212447921959845,3.0540132251778767,5.007402899121406,1.7440938913890647,Iris-virginica
+23,5.10919632108261,3.0812246792229963,1.510042250989168,0.261578218055357,Iris-setosa
diff --git a/iris/lct_gan/1/29/test.csv b/iris/lct_gan/1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/29/train.csv b/iris/lct_gan/1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/29/val.csv b/iris/lct_gan/1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/3/synth.csv b/iris/lct_gan/1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0e3e782ab84176beca159c0e524e8a93100f70b
--- /dev/null
+++ b/iris/lct_gan/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1849312564070615,3.0679521484657455,4.948732466821746,1.7088962509626973,Iris-versicolor
+1,6.179379872826635,3.054000000113555,4.899568946258912,1.6654316291723903,Iris-versicolor
+2,6.190495637955142,3.060459979664715,4.985185067815783,1.738873413677733,Iris-virginica
+3,6.17985296415374,3.054000004447139,4.901999533410286,1.6657871867215859,Iris-versicolor
+4,5.1092280307944655,3.0682251459919154,1.5101209916095524,0.26168149837797106,Iris-setosa
+5,6.182056246944416,3.057598781319981,4.919148061204926,1.6773231727476432,Iris-versicolor
+6,5.108948500775416,3.0540065068716773,1.5100233495120452,0.2615312163612787,Iris-setosa
+7,6.201420631106433,3.054031758117693,4.980902274520278,1.7016494185529252,Iris-virginica
+8,5.108948557268748,3.054009184330619,1.5100232005436112,0.261531177539523,Iris-setosa
+9,5.109093765526764,3.07302405718576,1.5100365790930768,0.2615595559548364,Iris-setosa
+10,6.286712806243223,3.0543510455084046,5.167483623487244,1.7692131972962473,Iris-virginica
+11,6.179369339804973,3.0540000012814215,4.899512726384285,1.6654312487863066,Iris-versicolor
+12,6.179366816359111,3.0540000000604546,4.899492759374579,1.6654277399067303,Iris-versicolor
+13,5.109241400462177,3.0670681194866094,1.5101010761962328,0.2616484330114132,Iris-setosa
+14,6.179524269207348,3.055046612434243,1.5102245466185018,0.261658811239425,Iris-setosa
+15,6.19498937534049,3.0540015361540096,4.947563245842001,1.6856116254889313,Iris-virginica
+16,6.187419121589117,3.0649561039321025,4.9673560815810305,1.7290261173169388,Iris-virginica
+17,5.109129596418655,3.07424280206405,1.5100496846376694,0.2615846801584219,Iris-setosa
+18,5.108995346126676,3.05768204071158,1.5100599172006028,0.26157695350503435,Iris-setosa
+19,5.109159481936539,3.0833246252708384,1.510036622633698,0.26156782555179203,Iris-setosa
+20,6.185629698567938,3.058652951785713,4.953155830779345,1.7101965025141188,Iris-virginica
+21,6.194219691643466,3.056914653444364,4.9971317731083795,1.7388955997096347,Iris-virginica
+22,5.1090294313094144,3.06249375794661,1.5100358660427862,0.26155277797088244,Iris-setosa
+23,5.109150666924884,3.0737132120100985,1.5100549802795462,0.26159307182098346,Iris-setosa
+24,6.179366633544734,3.0540001480556302,1.5100226220005504,1.6654276125733645,Iris-setosa
+25,6.179366881859999,3.054000000326267,4.899493046866033,1.6654278521850436,Iris-versicolor
+26,6.180080120734359,3.058522184307639,1.5108458205448545,0.26212780286809645,Iris-setosa
+27,6.179366868670968,3.054000000093577,4.899492962543317,1.6654277958450827,Iris-versicolor
+28,5.109093454867028,3.0677838740740357,1.5100578392597757,0.2615924842539145,Iris-setosa
+29,6.191408165862933,3.0545359224396766,4.96921159055767,1.7039332878287097,Iris-virginica
+30,6.1793682528713125,3.0540000016719198,4.899501693925083,1.665429768394517,Iris-versicolor
+31,6.253935878175376,3.0540355180094494,5.076709319565439,1.7424973258056853,Iris-virginica
+0,6.272408755407891,3.054030198732869,5.092801311667985,1.7382771705956777,Iris-virginica
+1,6.179366617995799,3.0540000022173555,4.899491843602239,1.6654275995109213,Iris-versicolor
+2,5.10904049792519,3.064910795387241,1.5100340694940468,0.2615507280580295,Iris-setosa
+3,6.179487190312177,3.0540000000525778,4.899865307800366,1.665439470955872,Iris-versicolor
+4,6.186883271569313,3.0615607731680634,4.9618860762120995,1.7199964447474099,Iris-virginica
+5,6.1793667751311325,3.054000002230169,4.899492508614056,1.665427767029589,Iris-versicolor
+6,6.1807895572262765,3.0543726212155815,4.912486704779209,1.671872151985324,Iris-versicolor
+7,6.17936662452821,3.05400000927012,1.5100226510972214,1.6654276024302992,Iris-versicolor
+8,5.109121026706491,3.0756790137904533,1.5100413277589986,0.2615710134397571,Iris-setosa
+9,5.1089486714158845,3.054014252194518,1.5100231748017412,0.2615311960753956,Iris-setosa
+10,6.287082522803638,3.0550890897484573,5.206368899249487,1.78929463611056,Iris-virginica
+11,6.186949727323475,3.0676897489871116,4.964516928161338,1.7281581279706049,Iris-virginica
+12,6.1793693401314345,3.0540000000310528,4.899501852678935,1.6654282764671504,Iris-versicolor
+13,6.182155925695411,3.0553828436626147,4.922815936803216,1.6787333185666427,Iris-versicolor
+14,6.179377017092846,3.054000000040264,4.8995355776750245,1.6654294899151223,Iris-versicolor
+15,6.190410229402783,3.0540035086166406,4.941719085757361,1.6829134630625737,Iris-virginica
+16,6.1793671588026795,3.054000000075695,4.899494569309286,1.6654280135227892,Iris-versicolor
+17,5.108950205399818,3.05405906293084,1.5100246762049165,0.2615321704923365,Iris-setosa
+18,6.179611833152477,3.0540000013598756,4.900856013211263,1.6655907589768777,Iris-versicolor
+19,6.190890192894861,3.0540015324330545,4.9388672128783195,1.6805713619783507,Iris-virginica
+20,6.179411908860688,3.0540000388326245,4.89990046204449,1.665497549292231,Iris-versicolor
+21,6.179592969222755,3.054000000072261,4.900128697199819,1.6654500533015073,Iris-versicolor
+22,6.1793823815159845,3.054000000050183,4.899566048878956,1.6654305798493028,Iris-versicolor
+23,6.17938982636001,3.054173469790001,1.5100426483135416,0.2615432836370545,Iris-setosa
+24,6.179366737082521,3.0540002052483044,1.510022695910493,1.6654276722872945,Iris-setosa
+25,6.336759080622365,3.054198410803394,5.211762350232308,1.7664327850505916,Iris-virginica
+26,5.108952987497474,3.054182144735339,1.5100263560974134,0.2615337242224262,Iris-setosa
+27,6.252222849188231,3.054460827261564,5.122095539766537,1.7667101952783089,Iris-virginica
+28,5.10916132179801,3.0829330915693673,1.5100368353469253,0.26156762485104845,Iris-setosa
+29,6.181534408992897,3.054000009134863,4.9061605442532,1.6664138656034304,Iris-virginica
+30,6.179389763458712,3.054000000034795,4.899569045031216,1.665430185252244,Iris-versicolor
+31,6.346769917256831,3.054203734453777,5.22498778642211,1.7681992042840895,Iris-virginica
+0,5.10904314611689,3.0655792982666017,1.510033017023112,0.26154927127924443,Iris-setosa
+1,6.1838402305787445,3.057729207094335,4.937812013659653,1.6930753198352393,Iris-versicolor
+2,5.108948400290302,3.0540061756834778,1.51002323339702,0.2615311721283301,Iris-setosa
+3,6.17950083352945,3.0540000003635206,4.900211233276731,1.665489829845445,Iris-versicolor
+4,5.109130518303025,3.079575171929229,1.5100346503965432,0.2615594405777968,Iris-setosa
+5,6.179366624063719,3.054000108826553,1.5100226180418437,1.6654276068704947,Iris-setosa
+6,6.181330369065642,3.0579276323114684,1.5176084474720941,1.6745533135490738,Iris-setosa
+7,6.179367152131654,3.05400004792547,4.899494348995834,1.6654284295142727,Iris-versicolor
+8,6.180952191895239,3.054000058598786,4.90707609362609,1.6672384275256005,Iris-virginica
+9,6.179950052145763,3.0576326715673874,1.5105715190407858,0.261923479716024,Iris-setosa
+10,5.109278873226004,3.0714949632241257,1.5100899812258906,0.2616426823378644,Iris-setosa
+11,5.108953638037778,3.0541786829350515,1.510026250128884,0.26153353548919916,Iris-setosa
+12,6.179371673464555,3.0540000000711647,4.899520723505816,1.6654295492217435,Iris-versicolor
+13,6.179372973456041,3.0540000000807774,4.899531202710497,1.6654300096252377,Iris-versicolor
+14,6.203040038778196,3.05401018870788,4.976274317371179,1.6994230306756766,Iris-virginica
+15,6.179379859648327,3.0540000000387884,4.89954440799169,1.6654297178148518,Iris-versicolor
+16,6.179366731510306,3.054000226478779,1.5100226958990906,1.66542767339351,Iris-setosa
+17,6.179366768803442,3.054000000061447,4.899492550456904,1.6654277022601072,Iris-versicolor
+18,5.1090621419028865,3.069235267266072,1.5100318867153348,0.26154845918578445,Iris-setosa
+19,6.181037456480232,3.055134344160044,4.911084626706099,1.6712034939398401,Iris-versicolor
+20,6.181911067185591,3.0548836924070093,4.922004949328018,1.6783339960936254,Iris-versicolor
+21,6.179366675595175,3.054000000070883,4.899492129136542,1.665427630004874,Iris-versicolor
+22,6.180229751019445,3.0540000524648305,4.904468805350774,1.666433873509415,Iris-versicolor
+23,6.179416444856678,3.0540000000636356,4.899696768930421,1.665435779280551,Iris-versicolor
+24,5.108949034821521,3.054073223844633,1.5100234254532774,0.2615313552679409,Iris-setosa
+25,6.213777681236052,3.056155505704307,5.06453069362935,1.7677951248648207,Iris-virginica
+26,6.179726823251086,3.0540000013937076,4.901232443781562,1.6656246256206637,Iris-versicolor
+27,6.179712410501229,3.054000000313494,4.9007528924341,1.6655161350898842,Iris-versicolor
+28,6.179385135405199,3.0540000000596264,4.89958146448511,1.6654313525746363,Iris-versicolor
+29,6.17937046487903,3.0540000001320946,4.899520614806816,1.6654300519741945,Iris-versicolor
+30,6.192189461765465,3.054000604844171,4.936239084294149,1.679255565522665,Iris-virginica
+31,6.188567758067652,3.068040724187661,4.979946276453715,1.748588703148712,Iris-virginica
+0,6.180575193566574,3.0540000223628248,4.904884221314114,1.6663101946401502,Iris-versicolor
+1,6.179366946607221,3.0540000000479126,4.8994933072540165,1.6654277856469064,Iris-versicolor
+2,5.109168382664659,3.0859298613681503,1.510034075682586,0.26156371366158093,Iris-setosa
+3,6.180018732422304,3.054000000623324,4.901581541623543,1.6655857642521348,Iris-versicolor
+4,5.109125205970289,3.0649862849433664,1.510072020238672,0.26160630758654085,Iris-setosa
+5,6.179366746840617,3.0540000000592116,4.8994924491485365,1.665427679982475,Iris-versicolor
+6,6.245786720144399,3.0540437167825787,5.069107747927368,1.741234079250415,Iris-virginica
+7,5.108968632289371,3.0561924849694417,1.5100269101633028,0.2615358609947573,Iris-setosa
+8,5.109123156589644,3.0777838958270154,1.5100351914936265,0.2615600761666133,Iris-setosa
+9,6.181503559888943,3.0568502903892303,1.5161200871214033,1.6709888057450328,Iris-setosa
+10,6.179524805904091,3.0540004362628816,4.9012671619961,1.6659438412120906,Iris-versicolor
+11,6.179366787292545,3.054000000051392,4.899492625686034,1.665427698847406,Iris-versicolor
+12,6.1867422895223845,3.0667804757903867,4.96307931658386,1.7267838990533981,Iris-virginica
+13,5.109153427376842,3.0818102491203194,1.5100362397364464,0.2615649291575557,Iris-setosa
+14,6.179383322489125,3.0540000007620303,4.8996392704906375,1.6654434464253407,Iris-versicolor
+15,6.1793705484342425,3.0540000000507357,4.899513751591215,1.6654290407919121,Iris-versicolor
+16,6.240008738782836,3.0560238394931267,5.132464713175398,1.7819677121256225,Iris-virginica
+17,6.179373714225925,3.054000000288608,4.899552581726578,1.6654328992006062,Iris-versicolor
+18,5.1090738417456905,3.0632962078792962,1.5100674682585093,0.2615987262701862,Iris-setosa
+19,5.109175810417254,3.0845971540731867,1.5100371121044105,0.261571340733213,Iris-setosa
+20,5.109109205315662,3.069300381747407,1.5100533611740024,0.2615864130717355,Iris-setosa
+21,6.181799895098026,3.056270528448955,4.92023853753768,1.6783754211672355,Iris-versicolor
+22,6.180151824587013,3.054526608095339,4.905627631971456,1.6685222989339097,Iris-versicolor
+23,6.179366716282398,3.0540000025795666,4.899492259176717,1.6654277081485473,Iris-versicolor
diff --git a/iris/lct_gan/1/3/test.csv b/iris/lct_gan/1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/3/train.csv b/iris/lct_gan/1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/3/val.csv b/iris/lct_gan/1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/4/synth.csv b/iris/lct_gan/1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..452d60fb5c5314ce8e3c9cf2a6fbc3793e307039
--- /dev/null
+++ b/iris/lct_gan/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109013826031754,3.062138937472395,1.5100314053383739,0.2615453771116385,Iris-setosa
+1,6.184257011221245,3.0634198072263277,4.9397588976313775,1.6961097458329109,Iris-versicolor
+2,6.193802353606736,3.0540009561916386,4.9422662382523965,1.6834474563805601,Iris-virginica
+3,6.179366714293647,3.0540000003882986,4.899492261211923,1.66542768125075,Iris-versicolor
+4,6.179367234510591,3.0540013367802636,1.510023114333507,0.2615310643137112,Iris-setosa
+5,6.179641791676227,3.0543624687613686,1.5113492158957083,1.666852356312667,Iris-setosa
+6,5.10904480184361,3.062765288843385,1.510064530589253,0.2615957624798206,Iris-setosa
+7,5.109104595278904,3.074951290315832,1.5100342939290103,0.2615563617225051,Iris-setosa
+8,6.179366749509461,3.054000000106777,4.899492430506688,1.6654277018147632,Iris-versicolor
+9,6.179437954900258,3.054000000090018,4.899810516493623,1.6654431762194686,Iris-versicolor
+10,6.18033023745176,3.054000029744716,4.9045284364149255,1.6664578061815398,Iris-versicolor
+11,6.18624669528778,3.072167143141398,4.96175418529906,1.7294188622840274,Iris-virginica
+12,6.179367113193697,3.054000000051949,4.899494137751828,1.6654279018312814,Iris-versicolor
+13,6.181692479756942,3.0570851778886614,1.516982191667757,1.6720626463939086,Iris-setosa
+14,6.179383845077534,3.0540000005007477,4.899637128767053,1.6654423946550652,Iris-versicolor
+15,6.193589136892853,3.0541625408050286,4.9689778876890465,1.6970327891648787,Iris-virginica
+16,6.179434979630989,3.0540000000368437,4.899683248532357,1.6654322695191734,Iris-versicolor
+17,6.179388720753336,3.054000000162549,4.89962861937488,1.665436587469499,Iris-versicolor
+18,6.183431118551428,3.058385372014285,4.924130071446294,1.677929910964716,Iris-versicolor
+19,6.185937268634653,3.0604104821300786,4.953649063147422,1.7097320053097387,Iris-virginica
+20,6.206272278333878,3.054013162492733,4.980416921463302,1.6939299779865218,Iris-virginica
+21,6.18068861309626,3.054817112755262,4.909370651418466,1.6705690219593956,Iris-versicolor
+22,6.179406912184924,3.054000004762864,4.899819398281933,1.6654675746287582,Iris-versicolor
+23,5.10912705716924,3.075816142833898,1.510040067646334,0.26156889071399864,Iris-setosa
+24,5.109024677760667,3.061689120949123,1.510038399963879,0.26155647991731845,Iris-setosa
+25,5.108954128278058,3.054348383972494,1.5100262139742606,0.2615338781750355,Iris-setosa
+26,6.1800718832650725,3.0561962020539024,1.511861213223067,1.6674651194240282,Iris-setosa
+27,6.179645650297919,3.0540000001738816,4.900476051900554,1.665486050923662,Iris-versicolor
+28,6.179368294282117,3.0540000000443874,4.899500551581767,1.6654283868936939,Iris-versicolor
+29,6.17936679147617,3.054000000795982,4.899492578307798,1.6654277611191441,Iris-versicolor
+30,6.179366884645734,3.0540000003846814,4.899493102767057,1.6654278744680897,Iris-versicolor
+31,6.181600027609947,3.0574992485402612,1.5170235276136756,1.6722258952133897,Iris-setosa
+0,5.10910503030502,3.0723536884189473,1.5100439512450714,0.2615728193205745,Iris-setosa
+1,6.1800612324687485,3.0579373891802346,1.5111486259830367,0.26225011660146225,Iris-setosa
+2,6.179366989228088,3.054000000073538,4.899493642326188,1.665427895272075,Iris-versicolor
+3,6.179366839018838,3.054000000072942,4.899492876266882,1.665427773395633,Iris-versicolor
+4,6.25762540828033,3.054299459339965,5.119930405130738,1.7592857245313422,Iris-virginica
+5,6.17936694686062,3.0540000001979433,4.899493317268117,1.665427893031491,Iris-versicolor
+6,5.10912704382048,3.063637736119047,1.5101361426575532,0.2616853324870353,Iris-setosa
+7,5.108969185403018,3.055698837598845,1.510027386065079,0.2615364709949947,Iris-setosa
+8,6.1793667041558145,3.054000000059554,4.8994922738538795,1.6654276472345464,Iris-versicolor
+9,6.179792525485984,3.054000004488974,4.901776173700838,1.6657457888707266,Iris-versicolor
+10,6.179387948174681,3.054000000057571,4.899592897993059,1.6654317915371075,Iris-versicolor
+11,6.179366747399755,3.0540000000955776,4.899492440759146,1.6654277004085611,Iris-versicolor
+12,5.1089534455004015,3.054353853873277,1.5100246943548437,0.26153259223198394,Iris-setosa
+13,6.2028741075005795,3.054423962451076,5.009258414351467,1.7267792138854847,Iris-virginica
+14,6.179368365305478,3.0540000000480423,4.899500754556134,1.6654284502738503,Iris-versicolor
+15,6.17937846746996,3.0540000140457497,4.899583547674471,1.665442396321439,Iris-versicolor
+16,6.1793678873376,3.0540000003952787,4.899499520670269,1.665428986568747,Iris-versicolor
+17,6.179765597009037,3.0551379163524675,1.511663745547589,1.6672516575784477,Iris-setosa
+18,6.179367176967108,3.0540000003981884,4.899494576990185,1.6654281870557763,Iris-versicolor
+19,6.179892037480589,3.0589120102954652,1.5105508297128056,0.2619949369631575,Iris-setosa
+20,5.1090849880761136,3.072214537326633,1.5100339926406172,0.2615541994837422,Iris-setosa
+21,5.109136267775644,3.0777968507850164,1.5100415871127177,0.26157308154562714,Iris-setosa
+22,6.179367771252609,3.0540000009534585,4.899498124705367,1.6654289902125459,Iris-versicolor
+23,5.10916978743596,3.0745697058675536,1.510051795577637,0.2615879020288543,Iris-setosa
+24,5.109126525422257,3.07581193935492,1.5100402672127162,0.2615690497111083,Iris-setosa
+25,5.109224647485749,3.0753947581530245,1.5100584448724188,0.26160086426034396,Iris-setosa
+26,6.183166672462364,3.056577265293326,4.932715246880179,1.6879801964668042,Iris-versicolor
+27,6.179609887566869,3.0540000387878417,4.901241804371883,1.6657134243849425,Iris-versicolor
+28,5.1092554889901125,3.0667531322481763,1.5101179631654542,0.2616689407916169,Iris-setosa
+29,6.181476875032317,3.0573302631713766,1.5169034208312346,1.6724209789494928,Iris-setosa
+30,6.182678729413481,3.057370746610174,4.926621178185077,1.6830444797375828,Iris-versicolor
+31,6.2003857462760035,3.054467994336102,5.001348305149578,1.720851836995336,Iris-virginica
+0,6.17936683804507,3.0540009861803674,1.510022735576951,0.26153092307280534,Iris-setosa
+1,5.109216997287971,3.0633358889784397,1.5102096126094642,0.2617463756743435,Iris-setosa
+2,5.108953535218613,3.0540798755273793,1.5100284747386474,0.26153447935076996,Iris-setosa
+3,6.1793666930909135,3.054000000061862,4.899492230195101,1.6654276421682037,Iris-versicolor
+4,6.179367133476512,3.054000139730192,1.5100232411647008,1.665428018138872,Iris-versicolor
+5,6.185057810693008,3.0659653840274896,4.949040744868571,1.7076398559761026,Iris-versicolor
+6,6.180482258100565,3.056723508850841,1.5124993235733042,1.668049469324791,Iris-setosa
+7,5.108957183816733,3.0546260090132438,1.5100266433027594,0.26153484634719665,Iris-setosa
+8,6.1885483053924535,3.067412151138773,4.979894054130695,1.7487394833366983,Iris-virginica
+9,6.183355395900314,3.055291913143243,4.933393971363758,1.6871419869743205,Iris-versicolor
+10,6.179414634289496,3.0540000000268632,4.899598381785707,1.665430435220276,Iris-versicolor
+11,6.186247451029301,3.076209505394856,4.963904718195636,1.7352023170801687,Iris-virginica
+12,5.109311149811811,3.0599122052576675,1.5103529635639052,0.26181446106731043,Iris-setosa
+13,6.17936924112102,3.054000000038538,4.899503437797624,1.6654284495291796,Iris-versicolor
+14,6.183310363047862,3.0540001363772986,4.914221023228687,1.6692491777763823,Iris-virginica
+15,5.108961594621318,3.054968121298708,1.510026981071446,0.26153547483141687,Iris-setosa
+16,6.179366600603644,3.054000001181174,4.899491809949259,1.665427584458831,Iris-versicolor
+17,6.179366999722744,3.054000000732776,4.899493566733605,1.6654279811153219,Iris-versicolor
+18,5.109034553614471,3.0641652815853684,1.5100355639054093,0.2615533221672806,Iris-setosa
+19,6.192768950977851,3.061218950314505,4.9972908163776095,1.7438440375180304,Iris-virginica
+20,6.179367614241061,3.0540000087033894,4.899496905176723,1.6654289890152378,Iris-versicolor
+21,6.179367701345484,3.054000000039486,4.899496747862561,1.6654280929839618,Iris-versicolor
+22,5.108967454080294,3.055520423883763,1.5100273901847705,0.2615364319895395,Iris-setosa
+23,6.179367205558618,3.0540000001026355,4.899494759921085,1.665428076619027,Iris-versicolor
+24,6.18120321694911,3.0540002363222913,4.90894197781069,1.667619787061575,Iris-virginica
+25,5.109108815408869,3.0757755151067814,1.5100347965745735,0.26155769087160213,Iris-setosa
+26,6.179370153133678,3.054000000065024,4.899513579692352,1.66542920800381,Iris-versicolor
+27,6.196134767150171,3.054014061375982,4.963438894574032,1.6945613174134546,Iris-virginica
+28,6.179367148117474,3.054000000053669,4.899494346927327,1.6654279326029922,Iris-versicolor
+29,5.109236811127526,3.0676138384391236,1.5101015007488978,0.26165103176882415,Iris-setosa
+30,6.180259612570019,3.0544545090128747,4.906872268823758,1.6692333310768313,Iris-versicolor
+31,6.179368776730167,3.054000000037156,4.899501433993587,1.6654283413048863,Iris-versicolor
+0,5.109197079169231,3.070203820624784,1.5100842316169836,0.2616346096904547,Iris-setosa
+1,6.179366693512927,3.0540000003618855,4.8994921746508515,1.6654276601011637,Iris-versicolor
+2,5.108996418351141,3.059311235751701,1.510028599488041,0.2615387769500602,Iris-setosa
+3,6.179987670286736,3.057453720242478,1.5108897787541815,0.26210557281561275,Iris-setosa
+4,6.179366683806874,3.0540000000730854,4.899492156190109,1.6654276360912807,Iris-versicolor
+5,6.2023152003926025,3.054957771982502,5.017916226402886,1.7405932813960583,Iris-virginica
+6,6.195723939366504,3.0540015783974828,4.9494556812726485,1.6878800999424322,Iris-virginica
+7,6.179366816800103,3.0540000299700627,1.5100229290400629,1.6654277831514777,Iris-versicolor
+8,6.207423640780445,3.054008895632135,4.9917194868199735,1.7297147913230788,Iris-virginica
+9,6.188676577177696,3.054000588153032,4.9297977756095115,1.675763064850584,Iris-virginica
+10,6.179367590147722,3.0540000000773317,4.899497210566516,1.6654283305828814,Iris-versicolor
+11,6.1793758503142024,3.0540000006067025,4.89956186822851,1.665433753910619,Iris-versicolor
+12,6.179368388171776,3.0540000368069697,4.89950483870679,1.665431461569986,Iris-versicolor
+13,6.186878682043083,3.0540001514733266,4.921099840042337,1.671304229943955,Iris-virginica
+14,6.1796155624257665,3.054000001944042,4.900935877611545,1.6656098641224168,Iris-versicolor
+15,5.109102026103668,3.0604104700557424,1.5101994522285496,0.26173352356938345,Iris-setosa
+16,6.179607713677082,3.054000000561603,4.900628020302736,1.6655325460943682,Iris-versicolor
+17,6.179371426752207,3.0540000001534713,4.899530274547631,1.6654307417098067,Iris-versicolor
+18,6.179366693013702,3.054000053708289,1.5100226956914706,1.6654276536327386,Iris-versicolor
+19,6.186767821594319,3.0662628787723025,4.963293965277146,1.7263554802520722,Iris-virginica
+20,6.179371715360627,3.054008912420651,1.5100344158505918,1.6654388376453766,Iris-setosa
+21,6.17936668281653,3.054000000297396,4.899492148870754,1.6654276577879947,Iris-versicolor
+22,6.179367549017337,3.054000000298051,4.899496686781778,1.6654285063045773,Iris-versicolor
+23,5.109097239958067,3.060800372514366,1.5101823386887026,0.2617147713963643,Iris-setosa
diff --git a/iris/lct_gan/1/4/test.csv b/iris/lct_gan/1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/4/train.csv b/iris/lct_gan/1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/4/val.csv b/iris/lct_gan/1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/5/synth.csv b/iris/lct_gan/1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..282945d71728e4ff00959678d20c4f9adbe3c170
--- /dev/null
+++ b/iris/lct_gan/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.223540327893117,3.0540148627330237,5.024317303700247,1.7388098050192102,Iris-virginica
+1,6.179366950904971,3.054000000119414,4.899493432333133,1.6654278964130769,Iris-versicolor
+2,5.109028859240719,3.060056934693398,1.5100652621427475,0.26158831550651435,Iris-setosa
+3,6.179936462044779,3.0580055737628387,1.5104243921140956,0.26183404236586055,Iris-setosa
+4,6.1793679976862705,3.054000000032096,4.89949721127682,1.665428062167047,Iris-versicolor
+5,6.1898484666515685,3.0540002686630743,4.927778677126205,1.6739247995785567,Iris-virginica
+6,6.179367393576824,3.054001287777796,1.5100235880030501,0.26153125168362873,Iris-setosa
+7,6.179367114198147,3.054000000079354,4.899494429395086,1.6654280111722821,Iris-versicolor
+8,5.109180696371102,3.0849073486050247,1.5100368923432583,0.2615715237018176,Iris-setosa
+9,6.1793668828483215,3.0540000000942067,4.899493076741923,1.665427822807288,Iris-versicolor
+10,6.179366680000987,3.0540000000795615,4.899492132279283,1.6654276343247538,Iris-versicolor
+11,5.109097115232987,3.0707324881994347,1.5100399009574657,0.2615637523111682,Iris-setosa
+12,5.109223601926778,3.080975869007502,1.5100431833493133,0.26158052353386585,Iris-setosa
+13,6.184975225713674,3.0557281086076227,4.943740132181468,1.6947205413441704,Iris-versicolor
+14,6.179372673403748,3.054000240443391,4.899531258200453,1.6654397963185605,Iris-versicolor
+15,6.180769336957522,3.054000673465962,4.9086512468646175,1.6680989731319662,Iris-versicolor
+16,6.184308624741793,3.062172091990236,4.938779871340108,1.693808088579784,Iris-versicolor
+17,6.262442649747578,3.054050072332792,5.087312783664546,1.73275225484953,Iris-virginica
+18,6.188129866510832,3.066211135411096,4.975667441574025,1.7428627884788381,Iris-virginica
+19,6.1793671714162315,3.0540000000556833,4.899494521469696,1.665427960573301,Iris-versicolor
+20,6.182037147564435,3.057619933947442,1.5185780969275366,1.6740500413599677,Iris-setosa
+21,6.219176958011658,3.0540135661238064,5.009401930375091,1.7147625477494295,Iris-virginica
+22,6.179468151989783,3.054058361216945,1.5105474118852524,1.6658672604031455,Iris-versicolor
+23,6.179371819394097,3.054000000681851,4.89954327473614,1.665433124583251,Iris-versicolor
+24,6.1822778921980746,3.0578666275317654,4.919916755227106,1.6772861604105254,Iris-versicolor
+25,6.179366676436202,3.0540000002343346,4.89949210240139,1.6654276410498783,Iris-versicolor
+26,5.109074050714004,3.0621427288140244,1.510102803667625,0.2616408741205701,Iris-setosa
+27,6.181483655616355,3.054000017779551,4.906983675091291,1.6668113270394975,Iris-virginica
+28,6.179366635208554,3.054000005076003,4.8994918647179375,1.6654276146285774,Iris-versicolor
+29,6.219339685056775,3.0568160729273077,5.085524742852564,1.7758026314795574,Iris-virginica
+30,6.237092591604157,3.054021009848433,5.0408747379656855,1.7216934445396175,Iris-virginica
+31,6.1854113527116485,3.0540002690222683,4.919978329541991,1.6707114648486656,Iris-virginica
+0,5.109120365276683,3.064909803681745,1.510065528523587,0.26159765114659544,Iris-setosa
+1,6.179367002575244,3.054001701058414,1.510022837207342,0.26153097455815755,Iris-setosa
+2,5.109153998824218,3.080003506598134,1.5100401344447878,0.26157212396345286,Iris-setosa
+3,6.179366767799503,3.0540000001454,4.8994925032843915,1.665427724172859,Iris-versicolor
+4,6.17936677710082,3.054000000107764,4.899492531806658,1.6654277234800634,Iris-versicolor
+5,6.185413406599583,3.0715185146197506,4.954887259366409,1.7198483790856798,Iris-virginica
+6,6.179366685787369,3.05400000006535,4.899492186925634,1.6654276372871575,Iris-versicolor
+7,6.193890386339063,3.0583266025967277,4.998625340301516,1.7421431192810706,Iris-virginica
+8,6.186006509617022,3.0758061388437135,4.9620322687001295,1.7332201778382477,Iris-virginica
+9,5.108953401418345,3.054144018030923,1.5100285600407053,0.26153516255113796,Iris-setosa
+10,6.179385646589566,3.0540000065457606,4.899685101474891,1.6654570961065005,Iris-versicolor
+11,6.182141503860446,3.05840109803249,4.917364205495289,1.6754495370679914,Iris-setosa
+12,6.323141811985673,3.0541567275151498,5.189883829577747,1.7632730764883622,Iris-virginica
+13,6.179366741571566,3.0540005972544266,1.5100226761083833,0.2615308987441948,Iris-setosa
+14,6.179367048682046,3.0540000000558485,4.899493815773902,1.665427878344256,Iris-versicolor
+15,6.222331442640826,3.0540176384280118,5.028012150305504,1.7495929669333505,Iris-virginica
+16,6.181528581451904,3.0540025887664166,4.9136517992824364,1.6706312872210605,Iris-virginica
+17,6.179866925371568,3.054000005025102,4.902064449788129,1.6657969190843096,Iris-versicolor
+18,6.184730663156138,3.0595914102634265,4.944058240606904,1.6993496046980372,Iris-versicolor
+19,6.2289410073919145,3.054326986864876,5.072489723347702,1.754712830990008,Iris-virginica
+20,6.180844836162919,3.056755829233276,1.5157808518100842,1.6722044188082437,Iris-setosa
+21,6.179366641894823,3.0540000096016717,1.510022676920509,1.6654276196306237,Iris-versicolor
+22,6.179515335888533,3.0554494159188317,1.5102177978301914,0.26167523411120486,Iris-setosa
+23,6.179367176724261,3.0540003168965257,1.5100235499927255,1.6654282875368973,Iris-setosa
+24,5.109095513317658,3.0725045290788078,1.5100368668897506,0.2615597503491341,Iris-setosa
+25,6.1800192251968,3.054000000507713,4.901497175736872,1.6655715677406644,Iris-versicolor
+26,6.179366840460003,3.0540005884974866,1.510022777016893,0.26153093608782596,Iris-setosa
+27,6.179532460749999,3.0540000001217265,4.900130899869835,1.6654617521208361,Iris-versicolor
+28,6.179366715284969,3.054000000068585,4.899492308800655,1.6654276631623641,Iris-versicolor
+29,6.184885482453837,3.0556551365506364,4.942815482516927,1.6932759044021932,Iris-versicolor
+30,6.1793860920798345,3.054106117632273,1.51004041095742,0.26154082325829225,Iris-setosa
+31,5.109067369979576,3.0598562576125268,1.5100902878650415,0.26161233310678483,Iris-setosa
+0,5.109142902903941,3.0795509862284645,1.5100354567478225,0.2615617972604456,Iris-setosa
+1,6.193584797653715,3.0540009390449607,4.941759901839548,1.6828416113144038,Iris-virginica
+2,6.179383607568419,3.0540000000790624,4.899585324837017,1.6654322694052675,Iris-versicolor
+3,6.179489244603167,3.0540000016646616,4.900244774724364,1.6655025329545452,Iris-versicolor
+4,6.213112483684541,3.0541199781403487,5.019416622332311,1.719384482209222,Iris-virginica
+5,6.179368905825468,3.0540102816991364,1.5100244959121045,0.2615317387164669,Iris-setosa
+6,6.179367048434859,3.0540013594550186,1.5100229410830188,0.2615310044969573,Iris-setosa
+7,6.1820183075348645,3.055907166589171,4.920616503713798,1.677415142006505,Iris-versicolor
+8,6.179368692781431,3.054000000068341,4.899502984378763,1.6654287273823896,Iris-versicolor
+9,6.17962845504321,3.0568974060597727,1.5103195751424812,0.26179312154798867,Iris-setosa
+10,6.179381338403467,3.054000001374966,4.899597564969164,1.6654368476572141,Iris-versicolor
+11,6.190047262924844,3.0540003249022343,4.929208018553737,1.6749917927370714,Iris-virginica
+12,6.240600174846423,3.054732452539402,5.109943690981348,1.7700158096268097,Iris-virginica
+13,5.109014367393176,3.061629757876693,1.5100301847262565,0.26154285604646116,Iris-setosa
+14,5.108993773400551,3.057484031656575,1.510043774046729,0.2615570118756529,Iris-setosa
+15,6.185411516548602,3.0540002308575684,4.920074078805422,1.6713714862471347,Iris-virginica
+16,6.185519793253753,3.0687201648058884,4.953493227883425,1.7146508345535008,Iris-virginica
+17,6.188912339250713,3.0583181429141684,4.972520594802418,1.7230860682873923,Iris-virginica
+18,5.109091349452333,3.0713561679222576,1.510037493633366,0.26156031808677704,Iris-setosa
+19,6.312824774543115,3.054061712430147,5.156996235398181,1.7561978465100463,Iris-virginica
+20,5.109118720073962,3.074209050269035,1.5100384647875056,0.2615643028475571,Iris-setosa
+21,5.109046285419998,3.0593009073643445,1.5100938748748027,0.26161496467404916,Iris-setosa
+22,6.179367199497837,3.05400000005065,4.899494620477114,1.6654279524132365,Iris-versicolor
+23,6.179515694870113,3.0540149327185815,4.900865618857539,1.665885127295877,Iris-versicolor
+24,6.186046188835583,3.0759749316269325,4.962394660729981,1.7335265016857755,Iris-virginica
+25,5.109143013306647,3.07894283249234,1.5100378035740314,0.261565808530467,Iris-setosa
+26,6.186299358062008,3.0655054274765097,4.958451547037407,1.7194654938521805,Iris-virginica
+27,6.186081737271384,3.0540061124830524,4.93007489598367,1.6753973860267524,Iris-virginica
+28,6.268155152102091,3.054101706116251,5.1144316465297095,1.751371503655449,Iris-virginica
+29,5.109139889965684,3.0757658475881042,1.5100454387557405,0.26157832872443937,Iris-setosa
+30,6.186224574510367,3.070394471176709,4.960545223825626,1.726427023679652,Iris-virginica
+31,6.181722427583359,3.055042083451279,4.920218518772074,1.6772638552918346,Iris-versicolor
+0,6.179575838500633,3.05400000093279,4.90057718018129,1.6655300957218289,Iris-versicolor
+1,6.186088309573337,3.0659075825692335,4.957177750089771,1.7184628809693276,Iris-virginica
+2,5.109103325865572,3.0718931989872544,1.5100416165846948,0.2615676894731584,Iris-setosa
+3,6.183210836978964,3.0540288003329077,4.922970987262814,1.6739302889901264,Iris-versicolor
+4,6.179366922643241,3.054000001357243,4.899493239199775,1.6654279365384264,Iris-versicolor
+5,6.182510109118294,3.058686066860722,4.919859470759376,1.6767209630911994,Iris-versicolor
+6,6.179368383032126,3.0540000001870045,4.899502380784656,1.6654290520575596,Iris-versicolor
+7,5.109134536228732,3.0762863496915256,1.5100393270844903,0.26156758116388856,Iris-setosa
+8,6.1793668720823085,3.0540000000463126,4.8994929623395,1.665427733986478,Iris-versicolor
+9,6.179367998398768,3.054000651770822,1.5100247271175329,1.6654292549522218,Iris-setosa
+10,6.182858773327386,3.0544300816744534,4.927262835512663,1.680069434001766,Iris-versicolor
+11,6.181422710884136,3.0570918847800534,1.5167299291597112,1.6722191105290751,Iris-setosa
+12,6.183474362095196,3.054500818369294,4.93181294069069,1.6833773371004694,Iris-versicolor
+13,6.179368018785112,3.0540004488056782,1.5100253920028015,1.6654296636602892,Iris-versicolor
+14,6.1793666868836254,3.0540000000676466,4.899492193534112,1.6654276412088265,Iris-versicolor
+15,6.234899128529429,3.0540244288146976,5.044310167633076,1.7334331833204148,Iris-virginica
+16,6.199360800422625,3.0540034527913082,4.964191174928106,1.7040149683152772,Iris-virginica
+17,6.179370978744197,3.0540000000859537,4.899521005706729,1.665429819508664,Iris-versicolor
+18,6.179367124922118,3.0540000000477616,4.899494106770979,1.6654278818509496,Iris-versicolor
+19,5.109062063911279,3.068407217325351,1.510031930379183,0.26154795906741757,Iris-setosa
+20,6.191728583535503,3.0540005687150997,4.935170227602907,1.678360652774088,Iris-virginica
+21,6.179366770869532,3.054000000101257,4.899492522164408,1.6654277171974823,Iris-versicolor
+22,6.179367705480216,3.054000000042791,4.899496998096749,1.66542814196944,Iris-versicolor
+23,6.1851651563162395,3.063584801423316,4.948448427036689,1.70575328632925,Iris-versicolor
diff --git a/iris/lct_gan/1/5/test.csv b/iris/lct_gan/1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/5/train.csv b/iris/lct_gan/1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/5/val.csv b/iris/lct_gan/1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/6/synth.csv b/iris/lct_gan/1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f506da1880a30c1f22db1db86f34d15806c5a7bc
--- /dev/null
+++ b/iris/lct_gan/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089627231744785,3.0554685757776885,1.510026546934307,0.2615353119875794,Iris-setosa
+1,6.179452653291781,3.054000000047954,4.899763785480794,1.665435866934048,Iris-versicolor
+2,6.179367507031736,3.0540000000432075,4.899496101032289,1.6654280646264819,Iris-versicolor
+3,6.179366950913353,3.0540000000442715,4.899493255700884,1.6654277638633939,Iris-versicolor
+4,6.18655502388473,3.0598588350808704,4.958252900849762,1.7137433149185606,Iris-virginica
+5,6.184605470111261,3.0540223938330824,4.929733527956931,1.6772358527675253,Iris-virginica
+6,6.180020322686518,3.054000003068235,4.902337050306472,1.6658007473473282,Iris-versicolor
+7,6.185064749013687,3.065752149636763,4.94978346999458,1.710247292213915,Iris-versicolor
+8,6.181022492066082,3.0549606161930605,4.911619415405134,1.6715198524806574,Iris-versicolor
+9,6.188200078662886,3.0540022485377936,4.934466511320268,1.679434605168786,Iris-virginica
+10,6.179366693491056,3.0540000001670293,4.899492169457924,1.6654276534214423,Iris-versicolor
+11,6.1860848536593895,3.0549422646104056,4.948538179268892,1.6959777389430957,Iris-virginica
+12,5.1090986809708685,3.0734723032403437,1.5100361218949478,0.26155915573763094,Iris-setosa
+13,6.179429285283773,3.054000000056393,4.899723132280696,1.665435932064415,Iris-versicolor
+14,6.187419404643598,3.054784133919015,4.956225247685831,1.7021813645569381,Iris-virginica
+15,5.1089485701605275,3.0540111830475625,1.5100232107265645,0.26153119289163584,Iris-setosa
+16,6.179366731120547,3.0540000001102965,4.8994923377136645,1.6654276816692728,Iris-versicolor
+17,6.191147085054609,3.0540007652591195,4.935658588555628,1.67752893106461,Iris-virginica
+18,6.195804803709239,3.05988850051797,5.009193929068869,1.7465526844757873,Iris-virginica
+19,6.181628700819726,3.0567578502759507,1.516463496750366,1.6712944109935126,Iris-setosa
+20,6.179366738044482,3.0540000000906202,4.899492365827248,1.6654276837270992,Iris-versicolor
+21,5.10913369972775,3.0794361995370934,1.5100336390617095,0.2615567742667412,Iris-setosa
+22,6.185592625402704,3.0769433111152003,4.959489008425964,1.7307374173117678,Iris-virginica
+23,6.179366721312964,3.05400046724341,1.5100226666538876,0.2615308925771244,Iris-setosa
+24,6.179367805064661,3.054000000040207,4.89949730708081,1.6654281503241601,Iris-versicolor
+25,6.193031624141926,3.05400107967197,4.941590915630119,1.6825949874686021,Iris-virginica
+26,5.1089537898763275,3.0544362475349556,1.5100248013223896,0.26153273357042534,Iris-setosa
+27,6.188872321900568,3.0641688531740754,4.980163026296627,1.7438625759052753,Iris-virginica
+28,6.2088320864136755,3.0563051208190224,5.04882031032095,1.760985885833096,Iris-virginica
+29,6.179649241377353,3.0541288857304787,4.902245791976782,1.6668044308132761,Iris-versicolor
+30,6.179366731053038,3.054000000066439,4.899492384360795,1.6654276766994989,Iris-versicolor
+31,6.179366659791916,3.0540000003620604,4.899492044900847,1.6654276328817985,Iris-versicolor
+0,5.109105250239303,3.074675126093702,1.5100349294057156,0.2615575708041069,Iris-setosa
+1,6.183759488590841,3.056199492914288,4.937846079173322,1.692965038943429,Iris-versicolor
+2,6.179953583834301,3.0559716264402343,1.5122375155245835,1.6679144385685505,Iris-setosa
+3,5.109167669876711,3.087169390204163,1.510033749336771,0.2615649282474673,Iris-setosa
+4,6.179367086835464,3.0540000000747303,4.899494237602183,1.6654279662120985,Iris-versicolor
+5,6.179766170917683,3.0540006089256466,4.903090616129505,1.6663924617922856,Iris-versicolor
+6,6.179366730013036,3.0540000000657352,4.899492374739252,1.6654276749299721,Iris-versicolor
+7,6.179370687701439,3.054000000080693,4.899518010733093,1.6654295357754525,Iris-versicolor
+8,6.179369697767848,3.0540000000305016,4.8995032356652395,1.6654283214161325,Iris-versicolor
+9,6.17937122966617,3.0540000000257628,4.899505845727499,1.6654283032654416,Iris-versicolor
+10,6.179366879606595,3.0540000000593626,4.89949311516932,1.665427794937394,Iris-versicolor
+11,6.17936754737941,3.054000000043069,4.899496212473649,1.6654280737571374,Iris-versicolor
+12,5.108957204931987,3.054906961061924,1.5100254757511231,0.26153351596277136,Iris-setosa
+13,6.182487044012569,3.057781547330238,4.9178675089987065,1.6745194822974123,Iris-versicolor
+14,5.108960565731484,3.0546055041236215,1.5100285026290825,0.2615364422415249,Iris-setosa
+15,5.109055329307812,3.0670965988213967,1.5100381381168202,0.2615595279754522,Iris-setosa
+16,6.179366692058869,3.054000108922714,1.5100226961095862,1.6654276677674817,Iris-setosa
+17,6.18826858481909,3.0543056191884537,4.956027476977197,1.698918892252531,Iris-virginica
+18,6.180354929772162,3.0540003047476825,4.905371956924684,1.666577119418847,Iris-versicolor
+19,6.179370130363038,3.054000644884972,1.510031772176951,1.6654342924998662,Iris-versicolor
+20,6.179413268206304,3.054766682025351,1.5100759963630301,0.26157776097512864,Iris-setosa
+21,6.1793667445386165,3.054000000059213,4.89949243495725,1.6654276769406904,Iris-versicolor
+22,6.188295231679486,3.0578030642001797,4.96854467566061,1.7198411359987944,Iris-virginica
+23,6.182786776746897,3.057388143716536,4.925769562230337,1.6812599266856572,Iris-versicolor
+24,5.108950268284995,3.0540637756009357,1.5100241458927668,0.2615319184048701,Iris-setosa
+25,6.252045314071247,3.0550708470360695,5.141948101934396,1.7808706389492963,Iris-virginica
+26,6.260571852048984,3.0544724244604367,5.137013376939767,1.7705211095539786,Iris-virginica
+27,5.109147266244843,3.065358334690668,1.51009757823614,0.26164298850093465,Iris-setosa
+28,6.179371825763,3.0540000006877284,4.899530346919993,1.6654322475819028,Iris-versicolor
+29,6.1793668574956016,3.0540000566017746,1.510022947180388,1.665427803745274,Iris-versicolor
+30,6.180044312076673,3.0557643750844323,1.5116492921417446,1.6671657291193012,Iris-setosa
+31,6.179367000298691,3.05400000250837,4.899493618220134,1.6654280498248182,Iris-versicolor
+0,6.1821116621794605,3.054000023265371,4.908511176476245,1.6671223884612822,Iris-virginica
+1,6.17985267848484,3.056692179570185,1.5105507460851102,0.26188642178001104,Iris-setosa
+2,6.179371843944109,3.054000000062096,4.899521599320705,1.665429477720404,Iris-versicolor
+3,6.190761172339883,3.0540074565826947,4.945864016122285,1.6845220433610235,Iris-virginica
+4,6.1811311788865,3.0567015987600104,1.515546610276637,1.6706745923977415,Iris-setosa
+5,6.214052684699517,3.0540983010401894,5.019966185521338,1.7202273067226062,Iris-virginica
+6,6.180969074770395,3.0572651509036697,1.5158849143656572,1.6719838113474985,Iris-setosa
+7,6.17936680032309,3.0540000004441343,4.899492697225382,1.665427790547605,Iris-versicolor
+8,6.184060642523592,3.0540000296379124,4.91190219434408,1.6677024549081285,Iris-virginica
+9,5.109092009370477,3.0732838260689705,1.510033326278029,0.261553335525453,Iris-setosa
+10,6.179370729761934,3.0540000000464866,4.899512994748586,1.6654289361308672,Iris-versicolor
+11,5.109027204391532,3.063413090675467,1.5100299649579028,0.2615423497317632,Iris-setosa
+12,6.186445078134191,3.0540013253899234,4.928127858803118,1.6759827391929283,Iris-virginica
+13,6.2231684110372765,3.0540146903624383,5.021961077009985,1.7323044036943795,Iris-virginica
+14,6.179366678019024,3.0540000000700833,4.899492146134882,1.665427633490733,Iris-versicolor
+15,6.179402136433052,3.0540000008116723,4.899735200382683,1.6654495902279915,Iris-versicolor
+16,6.179366930393905,3.054000000378664,4.899493289763406,1.6654279149144968,Iris-versicolor
+17,6.20498039816128,3.054004024182551,4.968921381772294,1.6879080624992577,Iris-virginica
+18,6.179367201351037,3.054000000053065,4.899494577995527,1.665427957814066,Iris-versicolor
+19,6.188468944166618,3.0643611192722107,4.976606499121721,1.740005044861398,Iris-virginica
+20,6.17951929654884,3.0540000817152864,4.901052097938832,1.665818422482801,Iris-versicolor
+21,5.10895268539209,3.0542352622566473,1.5100249518681648,0.2615327865305692,Iris-setosa
+22,6.180765693676846,3.054000204823226,4.907748259052184,1.6678978324868046,Iris-virginica
+23,6.179366731040102,3.0540000000680565,4.8994923778832336,1.6654276765215827,Iris-versicolor
+24,6.179366939550671,3.054000512006939,1.510022929769771,0.2615309860806455,Iris-setosa
+25,5.10915500386291,3.0830366700567367,1.5100346116497592,0.2615621873616685,Iris-setosa
+26,6.284551563971197,3.054574168906417,5.1816358167446355,1.779336057223868,Iris-virginica
+27,6.182170616292696,3.0540007130884645,4.913825061268822,1.6694977726716727,Iris-virginica
+28,6.179367368843923,3.0540000000402054,4.899495015426636,1.6654279364548388,Iris-versicolor
+29,6.179366769008694,3.054000000074431,4.899492537490997,1.6654277108678055,Iris-versicolor
+30,6.179376825257775,3.0540000000291383,4.899525578344108,1.6654289699803813,Iris-versicolor
+31,6.181206309284457,3.0540000073912905,4.9053699054115905,1.6662511821403225,Iris-virginica
+0,6.180376484179171,3.0540001921680555,4.906023361773046,1.6671250404873659,Iris-versicolor
+1,6.179367067509909,3.0540000031421286,4.89949417650995,1.6654282249328252,Iris-versicolor
+2,6.18240307164797,3.054003356724869,4.916985288799102,1.6709666902679752,Iris-virginica
+3,6.1821444151036715,3.0585934510658475,4.917773319963942,1.6757879140219767,Iris-setosa
+4,6.179366735870395,3.0540000000715257,4.899492405158174,1.6654276832948858,Iris-versicolor
+5,6.179366611421305,3.0540000088618546,1.5100226371476029,1.6654275937992522,Iris-versicolor
+6,6.184725347518476,3.064182774078988,4.944388930916417,1.7008683234106556,Iris-versicolor
+7,5.109202358232551,3.07965461301318,1.5100444829825292,0.26158061934400495,Iris-setosa
+8,5.108982241355639,3.056419655156763,1.5100395975078047,0.2615510349474202,Iris-setosa
+9,6.17939807952126,3.0540000000581187,4.899628480370603,1.6654329999859578,Iris-versicolor
+10,6.179368109998736,3.054000000035115,4.899498354920134,1.6654281650318812,Iris-versicolor
+11,6.222819930534726,3.0542651769533293,5.052316723354894,1.7381735161495722,Iris-virginica
+12,6.20689363729975,3.0540435064564426,4.994331447182834,1.7051516859730207,Iris-virginica
+13,6.179366671638121,3.054000000114048,4.899492099113324,1.6654276335692797,Iris-versicolor
+14,5.109240458567477,3.0656130653557767,1.5101760524516794,0.26173563481110984,Iris-setosa
+15,5.10903823119162,3.064367623314751,1.5100346651133276,0.26155145047861306,Iris-setosa
+16,5.109113201591269,3.075216523238741,1.5100347178911477,0.26155716399751144,Iris-setosa
+17,6.186417553526032,3.0540005799386902,4.925039719152635,1.673553261032182,Iris-virginica
+18,6.179366788575904,3.0540000000557552,4.899492641401744,1.6654277106516429,Iris-versicolor
+19,6.20517266605485,3.0540047290714623,4.975482040133135,1.7012005755516428,Iris-virginica
+20,6.179367338679547,3.054000000035983,4.899494642428593,1.665427870470052,Iris-versicolor
+21,6.179366795298694,3.054000174132028,1.5100227727424431,1.6654277272158882,Iris-setosa
+22,6.179470382013336,3.0544096408794337,1.510201361339245,0.2616323757501442,Iris-setosa
+23,6.239540591769575,3.055119672231407,5.117172921395948,1.7759771833481959,Iris-virginica
diff --git a/iris/lct_gan/1/6/test.csv b/iris/lct_gan/1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/6/train.csv b/iris/lct_gan/1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/6/val.csv b/iris/lct_gan/1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/7/synth.csv b/iris/lct_gan/1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30c4794279fc7c2845d51e2f4d7bd9417127bd19
--- /dev/null
+++ b/iris/lct_gan/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.186736233132539,3.075054873632936,4.967478748697345,1.7396622315166954,Iris-virginica
+1,6.1793690173010125,3.054000000032499,4.8995010905378455,1.6654282678711763,Iris-versicolor
+2,6.18409073379449,3.0626667155709306,4.9390869174628955,1.6957815361174424,Iris-versicolor
+3,5.109059800297117,3.068084135451796,1.510032893902871,0.2615501393431407,Iris-setosa
+4,6.180106549116434,3.0540456682563226,4.90561034595105,1.66759184550807,Iris-versicolor
+5,6.17936829893769,3.0540000001459786,4.8995027178007176,1.6654290299774084,Iris-versicolor
+6,6.186199646892212,3.0721017646345734,4.961227603434077,1.7283983113418515,Iris-virginica
+7,6.186494901300287,3.0764766170845093,4.966116196938236,1.7383438330962389,Iris-virginica
+8,5.109022038261035,3.059845538821627,1.5100599719356465,0.26158277210559744,Iris-setosa
+9,6.181091937670348,3.0540005779587274,4.910043110755371,1.6687799466682283,Iris-virginica
+10,6.182269426359248,3.054000058855739,4.910257485861466,1.667771087030768,Iris-virginica
+11,6.234669840456193,3.0540728444714986,5.057942326357804,1.73689158765038,Iris-virginica
+12,6.179367641662083,3.0540000000490584,4.89949716773035,1.6654282004238068,Iris-versicolor
+13,6.219097100394713,3.054161043813709,5.038953511782411,1.7329892277714543,Iris-virginica
+14,6.180026953028584,3.054000006868028,4.902786958970337,1.6659800748459976,Iris-versicolor
+15,6.1793694672614965,3.0540000000431515,4.899505004201086,1.6654286036565178,Iris-versicolor
+16,6.179366692389736,3.0540000963267455,1.5100226742549823,1.6654276440536775,Iris-setosa
+17,5.109070140731347,3.0697139986051973,1.5100339464602248,0.26155279327028513,Iris-setosa
+18,6.179366771781366,3.0540009690697514,1.5100226871420208,0.2615309049883193,Iris-setosa
+19,5.109131181206065,3.066843249460372,1.5100640846271554,0.26159933310662675,Iris-setosa
+20,6.32604839945242,3.054077597596909,5.177504231181211,1.7605144783323088,Iris-virginica
+21,5.10912856482336,3.0770636809797227,1.5100372495661545,0.26156310346773093,Iris-setosa
+22,6.179384992377391,3.0542180237265697,1.5100355947784896,0.26153975620298514,Iris-setosa
+23,6.183297172778762,3.0589236109154,4.9250754105558965,1.6794429298247269,Iris-versicolor
+24,6.179372361391848,3.054000033822906,4.899525624609657,1.665435976044897,Iris-versicolor
+25,6.179366707849171,3.0540000000990974,4.899492255679396,1.6654276650546334,Iris-versicolor
+26,6.179368210474655,3.054000000075185,4.899501527472009,1.6654286785209735,Iris-versicolor
+27,5.109044783703643,3.0663538935101706,1.5100343563097085,0.26155205645455337,Iris-setosa
+28,5.109174149149902,3.082232210149517,1.5100392809625103,0.26157289061374905,Iris-setosa
+29,5.108953674365751,3.054382006396026,1.5100251474938944,0.2615331126510466,Iris-setosa
+30,6.179369150752488,3.054000000068151,4.899507913107734,1.6654289941825304,Iris-versicolor
+31,5.108964169215485,3.0552999901699582,1.5100283457895454,0.2615372039935328,Iris-setosa
+0,6.179495158594299,3.054662753583465,1.5102775281563068,0.2616776621453672,Iris-setosa
+1,6.180879259178286,3.0567294550590396,1.5138785776914654,1.6692266854630475,Iris-setosa
+2,6.2765981848248416,3.0547351617689413,5.175047937239967,1.7805170980056388,Iris-virginica
+3,6.184389854406074,3.054395336413101,4.936554538142155,1.686163224075762,Iris-versicolor
+4,6.179366711524167,3.054000000472553,4.899492243926845,1.6654276794537177,Iris-versicolor
+5,6.179367157455513,3.0540001063567086,1.5100233878410387,1.6654280846942595,Iris-versicolor
+6,6.207766644248505,3.054004699340374,4.978016845781421,1.6985823627750993,Iris-virginica
+7,6.179367181374174,3.054000000114663,4.8994947886931595,1.665428100504848,Iris-versicolor
+8,6.222330795659155,3.055708038645659,5.084267554992455,1.7713186321478105,Iris-virginica
+9,6.1793674996240435,3.054000000636435,4.8994978040991946,1.665428868987828,Iris-versicolor
+10,6.20077254231592,3.054004956562258,4.961505555513296,1.6839824855904773,Iris-virginica
+11,6.185208039070122,3.058586302656221,4.949389848377716,1.705702336759518,Iris-virginica
+12,5.108949345900208,3.0540299863974876,1.5100239898895107,0.26153169843703383,Iris-setosa
+13,6.186374388414847,3.068984631410914,4.960720038223902,1.7249687097015376,Iris-virginica
+14,6.179366696339747,3.0540000038697745,4.899492101825532,1.6654276704095248,Iris-versicolor
+15,6.1794556176512945,3.0540000000573313,4.899801096251524,1.6654385178975395,Iris-versicolor
+16,6.182348031146383,3.0547616772632233,4.925249518317541,1.6801395141300355,Iris-versicolor
+17,6.179409788463012,3.0540000000391774,4.899631751752798,1.6654315839962932,Iris-versicolor
+18,6.179366632428989,3.054000000357893,4.899491949109501,1.6654276095189722,Iris-versicolor
+19,6.185604344973705,3.073672846698559,4.957731309215142,1.725777357937838,Iris-virginica
+20,6.179368051712671,3.0540000001343888,4.899500436100338,1.6654288411787201,Iris-versicolor
+21,6.179370221398962,3.0540000000278913,4.899503934264483,1.66542829282631,Iris-versicolor
+22,5.108977200190422,3.0561153275449815,1.5100354807354128,0.26154597098223636,Iris-setosa
+23,6.185439747398607,3.072903643853626,4.956059050502394,1.7230542248063097,Iris-virginica
+24,6.17936699899114,3.0540000000526577,4.899493592624197,1.6654278375206348,Iris-versicolor
+25,6.179369556949361,3.054000000031691,4.899502978002441,1.6654283283822244,Iris-versicolor
+26,5.109083606197553,3.0712959717206156,1.5100335716847304,0.26155282541507396,Iris-setosa
+27,5.109083116610619,3.0718790526947286,1.510037311569971,0.26156022160573944,Iris-setosa
+28,5.109227428716681,3.0674978757073865,1.5101102347475703,0.2616634440910692,Iris-setosa
+29,6.179367251413595,3.0540000000463463,4.899494695896797,1.665427938982677,Iris-versicolor
+30,6.179413861979092,3.0540000010318056,4.899803978150597,1.6654563674327407,Iris-versicolor
+31,6.189107008924301,3.0643092954154283,4.981952655477673,1.7460231691473282,Iris-virginica
+0,6.185972932802089,3.078415815076997,4.963026237542095,1.7361252299060665,Iris-virginica
+1,6.1793678844619935,3.0540000059921155,4.899497798948061,1.6654291828749794,Iris-versicolor
+2,5.109157369027577,3.0789586031855896,1.5100451176318554,0.2615818361030191,Iris-setosa
+3,6.191227070952402,3.0586065637951774,4.985067328395617,1.7326095529872774,Iris-virginica
+4,6.183106614366935,3.060074146659936,4.926908341554178,1.6823539166560795,Iris-versicolor
+5,6.182200953667613,3.0576452755646772,4.922017534338805,1.6795626234668366,Iris-versicolor
+6,6.18286637989368,3.0560193162454725,4.930066891604138,1.6854736577343683,Iris-versicolor
+7,5.108962980344693,3.055391827975091,1.5100262609780315,0.26153473845796765,Iris-setosa
+8,6.24887836667877,3.0540287327952327,5.073406700064051,1.756139157930363,Iris-virginica
+9,6.207933417717779,3.0560893435730496,5.04494614060051,1.759257561321434,Iris-virginica
+10,6.1795408735596835,3.054000000225329,4.900276570392589,1.665485479373348,Iris-versicolor
+11,5.109123228880485,3.077462451233476,1.5100338757753298,0.26155647822548744,Iris-setosa
+12,6.179367361090024,3.0540000000378833,4.899494844192276,1.6654279033444694,Iris-versicolor
+13,6.188689389924624,3.0700107294469943,4.982198514997709,1.7534113657321353,Iris-virginica
+14,5.109032362489716,3.0636538585779634,1.5100336083254589,0.2615494620273547,Iris-setosa
+15,6.179656106450714,3.0547302957610625,1.5114249876064765,1.6670992568721203,Iris-setosa
+16,6.1793666869585175,3.0540000004218313,4.899492153738206,1.6654276592237063,Iris-versicolor
+17,6.193433091606718,3.0544069625652264,4.978683866986646,1.7124575430156068,Iris-virginica
+18,5.109072069435097,3.06838431633398,1.5100381889566208,0.26156007351510574,Iris-setosa
+19,5.109173876384248,3.06488129536855,1.510110738107688,0.26165242922122195,Iris-setosa
+20,6.1835956572149415,3.059036698345162,4.934593290061225,1.6901450768332569,Iris-versicolor
+21,6.180366525855417,3.05777703233338,1.511012766774468,0.2621130153784906,Iris-setosa
+22,6.1793676738765475,3.054000000046421,4.8994969850822745,1.6654281721689816,Iris-versicolor
+23,6.208958370542944,3.0552524888249875,5.041907765678394,1.7547701688318669,Iris-virginica
+24,6.179367381730576,3.0540000003329517,4.899495837036299,1.6654283920890645,Iris-versicolor
+25,6.187764563787656,3.054000269136472,4.924650453043851,1.6725043967981172,Iris-virginica
+26,6.187792794637661,3.0540010698385784,4.928804103805069,1.6731284270694666,Iris-virginica
+27,6.182611313993078,3.054036429103028,4.922238219147202,1.6751210231102471,Iris-versicolor
+28,6.1929084089925235,3.054700918045337,4.979530336375485,1.7142510292080246,Iris-virginica
+29,5.1091648623582016,3.0757682366967996,1.5100480361817745,0.26158304372031205,Iris-setosa
+30,6.179367677896048,3.0540000000346694,4.899496003187464,1.6654279849461597,Iris-versicolor
+31,5.109009822082532,3.0608700003826477,1.5100317910186278,0.26154547158873154,Iris-setosa
+0,6.22058561558716,3.054771137405173,5.065175634003228,1.7545530393578876,Iris-virginica
+1,6.179435651024802,3.054000384836924,4.900047135288727,1.6655397035748796,Iris-versicolor
+2,6.179366691605388,3.054000005067278,4.899492081482208,1.6654276724539592,Iris-versicolor
+3,6.1796869771454155,3.05400442506349,4.902304769949224,1.6662626749330707,Iris-versicolor
+4,6.179366715537156,3.0540000000951935,4.899492287897647,1.6654276682936004,Iris-versicolor
+5,5.109150244312346,3.0800036563199056,1.5100379332724956,0.26156764125014126,Iris-setosa
+6,6.200246484865675,3.0544912449298214,5.002394877773273,1.7235560858985337,Iris-virginica
+7,6.182915597908817,3.0592366948359384,4.923969569566497,1.6798408640394242,Iris-versicolor
+8,6.258878901803353,3.0540524672774167,5.091294774878639,1.7480957556210697,Iris-virginica
+9,5.109350746796457,3.069498037024356,1.510137109215498,0.26170110833263777,Iris-setosa
+10,6.199440973164262,3.0546109718862406,5.001136332920697,1.7233428977078686,Iris-virginica
+11,6.185801691812828,3.069375189506004,4.956692178163042,1.7205294021734656,Iris-virginica
+12,6.1793750211313245,3.054000001445431,4.899572361640794,1.6654368847077472,Iris-versicolor
+13,5.1091397177897315,3.072808032818369,1.5100489009785003,0.2615818171778476,Iris-setosa
+14,5.1091677533513025,3.0752659426926683,1.510054410293812,0.2615942610848271,Iris-setosa
+15,6.196189183328388,3.054001712262549,4.9495245408235915,1.6840856702147307,Iris-virginica
+16,6.179366659419498,3.054000000149832,4.899492053925828,1.6654276256459761,Iris-versicolor
+17,6.179366814468657,3.0540000000978007,4.899492771714342,1.665427768192969,Iris-versicolor
+18,6.179367240351418,3.0540000296474097,4.899494170454238,1.6654283158446925,Iris-versicolor
+19,6.17936700373135,3.054000010720922,4.89949379035182,1.665428155079987,Iris-versicolor
+20,6.186687662796252,3.0728957826556744,4.9655735500333975,1.7345330362760323,Iris-virginica
+21,6.182415118892879,3.0583834393155054,4.9203429962539165,1.6775704450454803,Iris-versicolor
+22,6.186752492032916,3.063167249941771,4.961646932866764,1.7215437149254949,Iris-virginica
+23,6.179368839257515,3.0540000002975494,4.8995092117430765,1.6654298132659353,Iris-versicolor
diff --git a/iris/lct_gan/1/7/test.csv b/iris/lct_gan/1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/7/train.csv b/iris/lct_gan/1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/7/val.csv b/iris/lct_gan/1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/8/synth.csv b/iris/lct_gan/1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfc12eebb25f0e6d67e9f5ce8fa8c67b567ff8db
--- /dev/null
+++ b/iris/lct_gan/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368155858819,3.0540000001497885,4.899502896342313,1.6654289882660867,Iris-versicolor
+1,6.179976330416588,3.0554779032025574,1.512250955770399,1.6677626616404546,Iris-setosa
+2,6.189061357674497,3.066062362682583,4.9832446498818985,1.7499230363603169,Iris-virginica
+3,6.18958731682257,3.064253441145156,4.984266571518007,1.7461646964549506,Iris-virginica
+4,6.179368689124647,3.054000000052886,4.899503306987985,1.665428624282674,Iris-versicolor
+5,6.183122855140669,3.0540002794671883,4.915364111159948,1.6701922211635791,Iris-virginica
+6,6.1872552372276495,3.0540009394139314,4.928084891543932,1.6739263313935533,Iris-virginica
+7,6.182855729097357,3.0557630736722072,4.930457955571606,1.6858325869473914,Iris-versicolor
+8,6.179367678296465,3.0540000000491045,4.899497056192425,1.6654281925847503,Iris-versicolor
+9,6.179368673991652,3.054000000075604,4.899504226598198,1.6654288554620813,Iris-versicolor
+10,6.179366806093387,3.0540010708031105,1.5100227034731795,0.2615309159670354,Iris-setosa
+11,6.179594875809939,3.0555947063081073,1.5103799625835836,0.26178465422557845,Iris-setosa
+12,6.2803420446578775,3.0548809221517614,5.1869021231613415,1.7879103190741412,Iris-virginica
+13,6.1834390196756495,3.0598805419203714,4.928519423044307,1.6830764733006458,Iris-versicolor
+14,6.17936990383108,3.0540000024352283,4.8995256134127345,1.6654327487398681,Iris-versicolor
+15,6.1800946220041,3.0598221641137915,1.5106335027824978,0.2620412200451862,Iris-setosa
+16,6.182500979216922,3.058076090704757,4.9194344038124544,1.6761364174313318,Iris-versicolor
+17,6.179367010378162,3.0540000000480783,4.899493562798117,1.6654278185134082,Iris-versicolor
+18,6.1815294583281934,3.054000690841932,4.911908339894068,1.6694033258366376,Iris-virginica
+19,6.187911862272019,3.054024100046868,4.942482709818052,1.6843278894806695,Iris-virginica
+20,6.179368772993385,3.0540000003393586,4.899507442620209,1.665429706990989,Iris-versicolor
+21,6.179367992762278,3.054000002825523,4.899501760240969,1.6654299033845426,Iris-versicolor
+22,6.1793667692885395,3.054000000068622,4.899492560216234,1.665427713185231,Iris-versicolor
+23,6.179366721094244,3.0540000000783536,4.899492306322416,1.6654276680984217,Iris-versicolor
+24,6.211423256372233,3.0559191704919413,5.0552216127414855,1.7637499717693932,Iris-virginica
+25,5.109221643835257,3.0748643921217202,1.5100628847963344,0.26160578020198394,Iris-setosa
+26,6.179390549865194,3.054000543531589,4.899717309050617,1.66548028930689,Iris-versicolor
+27,6.179745050504306,3.0540618962619184,4.9023600630930435,1.666469011045271,Iris-versicolor
+28,5.109128444300192,3.078414953774334,1.5100333180258434,0.2615556006494173,Iris-setosa
+29,6.187669658269432,3.0540003916008813,4.926492801694925,1.6744460147209632,Iris-virginica
+30,5.109198129954972,3.0608245686795548,1.5103281242947562,0.2618460461750944,Iris-setosa
+31,6.180479240363321,3.0552459839774913,4.9082424083281895,1.6703990590104438,Iris-versicolor
+0,5.109143623237398,3.066486963161718,1.5100708059887311,0.26160865406278166,Iris-setosa
+1,6.260612070883723,3.0540400309436078,5.082530567113671,1.734000780320103,Iris-virginica
+2,5.109486811687186,3.066712024767426,1.5101932281361734,0.26174403439027366,Iris-setosa
+3,6.185651767056962,3.059940513941834,4.951352888063908,1.7071545691547698,Iris-virginica
+4,6.189594590486119,3.054011366500439,4.944824844422945,1.684830605387652,Iris-virginica
+5,5.109076965176328,3.0700592264216207,1.510035255493875,0.2615550900898279,Iris-setosa
+6,6.1793667761949,3.054000000259418,4.899492545127431,1.6654277393850674,Iris-versicolor
+7,5.109163286973854,3.085091499944144,1.510035668456032,0.26156757432947475,Iris-setosa
+8,6.230177612462351,3.054200419972971,5.063701227293594,1.7417093105790535,Iris-virginica
+9,6.184098641890498,3.0624747239627093,4.935516363863545,1.6898826976421533,Iris-versicolor
+10,6.179367911667955,3.054000000069449,4.8994996093006105,1.6654284979697207,Iris-versicolor
+11,6.179752327610174,3.054000758446965,4.902364804359063,1.6660583821584871,Iris-versicolor
+12,5.109255982996742,3.0627866974467772,1.5102041043455798,0.2617388527669953,Iris-setosa
+13,6.189401763455373,3.063155256905903,4.9832087614958605,1.744540998659616,Iris-virginica
+14,5.108975109206993,3.0564923034202947,1.5100298666862386,0.26154003052754626,Iris-setosa
+15,5.109155874401951,3.0826575745316687,1.51003343553367,0.26155860444866896,Iris-setosa
+16,6.17936694975529,3.054000105380594,1.510023072421738,1.6654279009016626,Iris-versicolor
+17,5.1091391251534395,3.0608512779166266,1.5102367513841828,0.2617618474570797,Iris-setosa
+18,6.179367019668202,3.0540000001815812,4.899493768745188,1.665427990663069,Iris-versicolor
+19,6.184632341463143,3.0540270844282094,4.93023323261627,1.6775095256276624,Iris-virginica
+20,6.180287729692777,3.057091007780753,1.5113830908992196,0.26225286814871324,Iris-setosa
+21,6.1831048944275135,3.0600979121737932,4.928803465956075,1.6851606601326854,Iris-versicolor
+22,5.109033716069416,3.0620765397167493,1.5100531278659188,0.261578499097654,Iris-setosa
+23,6.185166464571741,3.064892333726886,4.949487448653913,1.7082173485985492,Iris-versicolor
+24,6.186382794993499,3.0774305588862663,4.96580293804118,1.7390280503200881,Iris-virginica
+25,6.179372034106019,3.054000004313062,4.89952514542902,1.665434040059356,Iris-versicolor
+26,6.179370753713148,3.054000000052417,4.899513614809833,1.665429046320239,Iris-versicolor
+27,6.246326353054879,3.054023204689231,5.0625984113968485,1.7453503842552118,Iris-virginica
+28,6.199711775429937,3.0540026796835757,4.960316561214739,1.6923890846612826,Iris-virginica
+29,6.179393384048405,3.054000000044465,4.899596896072909,1.665431130511198,Iris-versicolor
+30,6.179366822284937,3.0540000000623926,4.8994928031981475,1.665427750388676,Iris-versicolor
+31,6.179366746102928,3.0540000000542307,4.899492453055971,1.6654276728174953,Iris-versicolor
+0,6.179366742747139,3.054000000062519,4.8994924418940675,1.6654276840185354,Iris-versicolor
+1,6.1929948117214595,3.059168277218642,4.99515531670634,1.7408303326216246,Iris-virginica
+2,6.179366823610018,3.0540000002496437,4.899492778527018,1.6654277906405766,Iris-versicolor
+3,6.179370746702215,3.054000000028706,4.8995056833248,1.665428364067279,Iris-versicolor
+4,6.219344068915338,3.054016523103636,5.022090347739413,1.7475498748314313,Iris-virginica
+5,6.224309524959529,3.0541010429459017,5.038031194644094,1.7212598315967054,Iris-virginica
+6,6.179367047725213,3.054000044856896,1.5100232894124408,1.6654279907299787,Iris-versicolor
+7,5.108953421047157,3.05412935769868,1.510028224738152,0.26153473333398036,Iris-setosa
+8,6.179391196541849,3.054000000554563,4.899699930254841,1.6654496827961764,Iris-versicolor
+9,6.3129304556526185,3.0543319458703,5.203489198644731,1.7778616126955005,Iris-virginica
+10,5.109058800280223,3.0682692173197736,1.510032617607086,0.26154979368165077,Iris-setosa
+11,6.179366658160489,3.054000000318057,4.899492046900223,1.6654276332432685,Iris-versicolor
+12,6.180536109651325,3.0568531043133285,1.5126896843797901,1.6682392751099406,Iris-setosa
+13,6.1793674387183675,3.0540000000821856,4.899496452146792,1.6654282595670862,Iris-versicolor
+14,6.179368482990949,3.054000000307618,4.899504444124442,1.6654295138477404,Iris-versicolor
+15,6.181028483618324,3.0542327136157823,4.915548299437065,1.6738138824696551,Iris-versicolor
+16,6.179401262846574,3.054000000091363,4.899666215506821,1.665436418802511,Iris-versicolor
+17,6.180811385450151,3.0562062551463884,1.5149393722193816,1.6704131630461287,Iris-setosa
+18,6.224151376982964,3.054041005402298,5.0272187036776375,1.7165377435161353,Iris-virginica
+19,6.1794394488340085,3.054933386954568,1.5100958492220142,0.26159136015473355,Iris-setosa
+20,6.216293095776105,3.0543299317452144,5.04170904444969,1.7377925950324267,Iris-virginica
+21,6.311516845320876,3.0548805662606964,5.234706278816149,1.7872639094587741,Iris-virginica
+22,6.266434376067179,3.054112289919843,5.113800151012075,1.7514469818410392,Iris-virginica
+23,6.1793666758221075,3.0540000000667282,4.8994921482389815,1.6654276318782628,Iris-versicolor
+24,6.1793666238125855,3.0540000007921444,4.8994918961071825,1.6654276033587232,Iris-versicolor
+25,6.179366781029556,3.054000000365891,4.899492560901251,1.665427748576833,Iris-versicolor
+26,6.181360877946477,3.0548412870860258,4.916785842173504,1.674767243993012,Iris-versicolor
+27,6.182744122318982,3.0573674418643013,4.925318104281294,1.6808103822142484,Iris-versicolor
+28,5.108954897797438,3.0542546954986043,1.5100294123255236,0.2615362361579147,Iris-setosa
+29,6.219735844204279,3.054022152388803,5.012703774452213,1.710619273665265,Iris-virginica
+30,6.187280519012494,3.059104798407411,4.963383476752622,1.7179945338358824,Iris-virginica
+31,5.108948210345893,3.0540127875405667,1.5100229319276877,0.26153106316778285,Iris-setosa
+0,6.179496134110456,3.054000000120258,4.900041891403952,1.665458624528212,Iris-versicolor
+1,6.252644380056609,3.054076093084284,5.080612179983762,1.7308768304210562,Iris-virginica
+2,6.179367030824251,3.0540000004946384,4.899493957423594,1.6654280873695582,Iris-versicolor
+3,6.179367102504577,3.05400000004515,4.899493973997413,1.665427854442803,Iris-versicolor
+4,6.179367210167979,3.0540000016444706,4.8994946110553785,1.6654282560932006,Iris-versicolor
+5,6.179422128811576,3.0540000006138452,4.899856069591459,1.6654602600662216,Iris-versicolor
+6,6.225429246655927,3.0551689934807316,5.08436382016316,1.7671321214026516,Iris-virginica
+7,5.108973351204361,3.055278448748866,1.5100500417933511,0.2615578890229314,Iris-setosa
+8,6.180163857016878,3.0543105862685898,4.9064101769314385,1.6689001099282745,Iris-versicolor
+9,6.179379615255936,3.0540000009990957,4.899604199104348,1.6654396653951007,Iris-versicolor
+10,6.1992507995949815,3.0582241140194575,5.021569975521988,1.7533651535327448,Iris-virginica
+11,6.17936703933222,3.054000000504676,4.899494126383151,1.6654281216934652,Iris-versicolor
+12,6.179366659887946,3.0540001072121337,1.5100226454590513,1.6654276269442587,Iris-setosa
+13,5.10915928676536,3.0833791465343725,1.5100368171909966,0.26156844211042685,Iris-setosa
+14,6.179367391370142,3.0540000000410727,4.899495193397623,1.6654279612663456,Iris-versicolor
+15,6.179482822466932,3.054000000046317,4.899826566070917,1.6654370154926081,Iris-versicolor
+16,5.109120576307522,3.077352127216838,1.5100334464808387,0.2615554005437315,Iris-setosa
+17,6.179668651459302,3.0540000117217923,4.901456034672186,1.665735379686191,Iris-versicolor
+18,6.1834093212648495,3.0540000551504076,4.912575324360441,1.6684735080161421,Iris-virginica
+19,6.180140444367659,3.055754172270175,1.5129089827246134,1.6685757960229115,Iris-setosa
+20,6.180215243257227,3.057279054502034,1.5115596184660536,0.26234988609182774,Iris-setosa
+21,5.109150650475931,3.0792255973517015,1.5100363868754845,0.2615634609632869,Iris-setosa
+22,6.179367362032389,3.054000000106104,4.899495837850801,1.6654282183844717,Iris-versicolor
+23,6.21751761734835,3.0540078379100475,4.999727937328508,1.7090111713452965,Iris-virginica
diff --git a/iris/lct_gan/1/8/test.csv b/iris/lct_gan/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/8/train.csv b/iris/lct_gan/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/8/val.csv b/iris/lct_gan/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/9/synth.csv b/iris/lct_gan/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56056e83613f40e29c037636b6a76bb346f84c27
--- /dev/null
+++ b/iris/lct_gan/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180489230931581,3.054000303627038,4.906694581759976,1.6672847267970095,Iris-versicolor
+1,6.179369070019181,3.0540000000696703,4.899504891149424,1.6654288482475665,Iris-versicolor
+2,6.179371347834185,3.0540000005771963,4.899537116297631,1.6654322891376991,Iris-versicolor
+3,6.179368872852295,3.0540000413164647,4.899511601965357,1.6654333162799722,Iris-versicolor
+4,5.109143989534051,3.0769346642804267,1.510040186612876,0.26157013872813184,Iris-setosa
+5,6.179366663383147,3.0540000016554854,4.8994920181624035,1.6654276404875417,Iris-versicolor
+6,5.109135946201182,3.0789552255912205,1.5100334400154396,0.26155584396388315,Iris-setosa
+7,5.109087506149424,3.072066591287686,1.5100329973844626,0.2615522169349321,Iris-setosa
+8,5.109013514942859,3.061756882124997,1.5100295097546053,0.26154123544666047,Iris-setosa
+9,6.18105313846538,3.0540001913940524,4.908343851331903,1.6675424595641894,Iris-virginica
+10,6.179367358044974,3.054000000046533,4.8994953896097915,1.665428011266872,Iris-versicolor
+11,5.108972008673899,3.055297343576039,1.510047220946173,0.2615545563681972,Iris-setosa
+12,6.179366704742442,3.0540000000680365,4.899492266092446,1.6654276553256475,Iris-versicolor
+13,6.179372723736089,3.0540000000714014,4.899528245547466,1.6654298099590752,Iris-versicolor
+14,6.190510926383013,3.054000346818756,4.9301971316139,1.6753900621892361,Iris-virginica
+15,6.19341594519808,3.054000721322802,4.939111146344531,1.6807541063655342,Iris-virginica
+16,6.180490034516978,3.054000009562469,4.904121990593902,1.66614224418656,Iris-virginica
+17,6.206735090537068,3.054033423445386,4.99361975153435,1.708031896210413,Iris-virginica
+18,6.180268119978115,3.0540000053601424,4.903262535584461,1.6659862008315114,Iris-versicolor
+19,5.108969259463339,3.056246032638984,1.5100272313403995,0.2615364747443693,Iris-setosa
+20,6.179367610100968,3.0540060933236903,1.5100233505163625,0.26153123955627244,Iris-setosa
+21,6.179366710681821,3.054000000091134,4.8994922593949415,1.6654276629906462,Iris-versicolor
+22,5.108958069643755,3.054599435813696,1.5100285559182132,0.26153653643239216,Iris-setosa
+23,5.109114025781158,3.074804207189459,1.510036270139825,0.261560505060354,Iris-setosa
+24,6.183640152194162,3.0601002650594795,4.928530388418922,1.6819653071000844,Iris-versicolor
+25,5.109052933179657,3.0590925711294172,1.5101040372017385,0.26162485084176834,Iris-setosa
+26,6.186506120297108,3.076588534913552,4.966177630551138,1.7383673241888407,Iris-virginica
+27,6.181336982501128,3.0551560491883945,4.916018419159246,1.6746311865210488,Iris-versicolor
+28,5.109165561899874,3.0826928058353706,1.510036240238955,0.26156630733183106,Iris-setosa
+29,6.179371318653451,3.0540017834520032,1.510039230868471,1.6654416328258814,Iris-versicolor
+30,5.109061674952478,3.0680094935140856,1.510035237064287,0.2615538648672834,Iris-setosa
+31,6.179367020495379,3.0540000001224454,4.899493873184274,1.665427977549933,Iris-versicolor
+0,5.108954170099825,3.054301746043195,1.5100251269596512,0.26153296776978713,Iris-setosa
+1,5.109071850961235,3.0622872336670977,1.5100851454467192,0.2616198436637668,Iris-setosa
+2,6.179538951002755,3.0540002257210626,4.900860884919747,1.665698058340267,Iris-versicolor
+3,6.179564993496517,3.055338922962103,1.510462941767513,0.26180799437588326,Iris-setosa
+4,6.184267767640115,3.058636054959355,4.94105726114541,1.6964206993832722,Iris-versicolor
+5,6.259435562602123,3.054557370536211,5.139755602326075,1.7718526434103814,Iris-virginica
+6,6.244315104559394,3.0549006969968193,5.1232903685073605,1.7754388719106182,Iris-virginica
+7,6.179366754578898,3.054000000103347,4.899492459441166,1.6654277057235383,Iris-versicolor
+8,6.187120365253312,3.054000141569961,4.921051652739546,1.6710350163130976,Iris-virginica
+9,5.109021045674353,3.0591706643149483,1.5100509108101898,0.2615684833998539,Iris-setosa
+10,6.179488793343474,3.0542186943804923,1.5105218582215219,1.6659276129862006,Iris-setosa
+11,6.1800556504217425,3.054000000539129,4.901579732625952,1.6655777865078372,Iris-versicolor
+12,5.109061527898329,3.0688796040031763,1.5100315330228025,0.26154763856753815,Iris-setosa
+13,6.1797894266145885,3.0540000002112873,4.900786717581879,1.665501454514322,Iris-versicolor
+14,5.109033130626339,3.064245047066491,1.5100330907462645,0.2615487933749101,Iris-setosa
+15,6.181694306713266,3.055027452877244,4.9196399490873794,1.6765336216277,Iris-versicolor
+16,5.109108231932236,3.0727312352091336,1.5100422768891724,0.2615695526749599,Iris-setosa
+17,6.179580458027325,3.0580816787076426,1.5102509262529569,0.26176697869879795,Iris-setosa
+18,6.213535922033365,3.0540494165485406,5.006024745075633,1.7031775304399326,Iris-virginica
+19,6.183772746486258,3.054479936609447,4.934012656747432,1.6855192369793193,Iris-versicolor
+20,6.179397306671631,3.054320327440719,1.5100594138148797,0.26155664178178994,Iris-setosa
+21,6.238618414213823,3.054756129306887,5.105163725662216,1.767093119663629,Iris-virginica
+22,6.180111533245708,3.054000001676112,4.902230357164562,1.665719893280253,Iris-versicolor
+23,6.190742470525955,3.0574539866828343,4.980033567964554,1.7259311789172553,Iris-virginica
+24,6.179366760661146,3.0540000002062473,4.899492480589784,1.6654277237409818,Iris-versicolor
+25,6.181294797274361,3.054000008560615,4.905689300087664,1.666350153661588,Iris-virginica
+26,6.186379771330237,3.065591957805839,4.959494117471337,1.720780130435169,Iris-virginica
+27,6.226797763480685,3.055051602858096,5.084625913565433,1.7629121880529632,Iris-virginica
+28,5.109104376266992,3.064599605125128,1.5100863665237372,0.2616277506225836,Iris-setosa
+29,5.1090355992118734,3.064030070751499,1.5100437849242827,0.2615674352930538,Iris-setosa
+30,6.179369992734618,3.054000000032992,4.899504672134633,1.6654284328686269,Iris-versicolor
+31,6.217115247734547,3.054008786053602,5.001822320753359,1.7126994360163705,Iris-virginica
+0,6.204660078093704,3.0554211108569658,5.0308900499248645,1.7513641496384038,Iris-virginica
+1,6.180399027098181,3.0565386869835733,1.5141460367805648,1.6703546363755382,Iris-setosa
+2,6.187899974680993,3.067070675221147,4.972848086486829,1.738549771674715,Iris-virginica
+3,5.1090874105943325,3.0721023619117473,1.5100341946827354,0.261554650767991,Iris-setosa
+4,5.108953371159046,3.0543188963048427,1.5100249489509334,0.26153282891658713,Iris-setosa
+5,6.179366614414249,3.0540000005302668,4.899491882568185,1.665427595832199,Iris-versicolor
+6,6.179392602500386,3.0540000003829464,4.899663574694246,1.6654410610397898,Iris-versicolor
+7,6.184088959823734,3.063511311377298,4.937932420164092,1.6941426702541207,Iris-versicolor
+8,6.184298795221772,3.063578462396706,4.938817232406912,1.6939932603798695,Iris-versicolor
+9,6.1793675898263665,3.0540000000688954,4.899497370947847,1.6654283139834636,Iris-versicolor
+10,6.179367058391568,3.0540000000535543,4.899493904843174,1.6654278776396616,Iris-versicolor
+11,5.109044197133223,3.0660898366276266,1.5100325533739871,0.2615485930387853,Iris-setosa
+12,6.179366818784066,3.05400000016571,4.899492728954225,1.665427769786708,Iris-versicolor
+13,6.179836737497871,3.0586978654997736,1.5103726857962243,0.26182985252891194,Iris-setosa
+14,6.235341061630158,3.0542586976380237,5.077838787544654,1.7489484366053916,Iris-virginica
+15,6.1801666336175005,3.054000000769774,4.9019283210095,1.665618841244984,Iris-versicolor
+16,6.179366815752696,3.0540000000498964,4.899492750872785,1.6654277173219425,Iris-versicolor
+17,6.188242978149052,3.0632260575947265,4.97360934675419,1.7344793656547406,Iris-virginica
+18,5.1091729155296965,3.0839690664126223,1.51003812915008,0.26157256951589497,Iris-setosa
+19,6.185261976635282,3.065683140779461,4.950349732945747,1.7096120408675337,Iris-versicolor
+20,5.108958692058543,3.0550900951382016,1.5100256853078673,0.26153387127353184,Iris-setosa
+21,6.179366726768841,3.0540000002795917,4.899492322192038,1.6654276927953005,Iris-versicolor
+22,6.179419343670517,3.0541571404071446,1.5101583028958105,1.6655813755522098,Iris-setosa
+23,5.109025873275413,3.060742910747441,1.5100442475107776,0.26156341932382593,Iris-setosa
+24,5.109347931514656,3.062712953839695,1.5102571003633178,0.2617758589446478,Iris-setosa
+25,6.182957395504325,3.0541634622278253,4.926986471802508,1.6794599200837164,Iris-versicolor
+26,6.179434401675438,3.0540000003428815,4.8998965921048185,1.6654603317139265,Iris-versicolor
+27,6.179368089885408,3.0540000000575156,4.899499812168871,1.6654284634315928,Iris-versicolor
+28,6.180069511855894,3.059140047017662,1.5105848138983422,0.2619889812980317,Iris-setosa
+29,6.317653254528182,3.054099175863594,5.173461594285326,1.7599979092059947,Iris-virginica
+30,5.10907662114469,3.0706334995698086,1.5100324920615202,0.2615503796327294,Iris-setosa
+31,5.1089756440958025,3.0568551358204274,1.510028637015361,0.26153873837850133,Iris-setosa
+0,6.205943921192268,3.054004179199029,4.9753654325822625,1.7009138047760541,Iris-virginica
+1,5.109166383758213,3.0854942901469626,1.5100356736907647,0.2615683362426442,Iris-setosa
+2,6.179367297483122,3.054000355911897,1.5100233109244956,1.6654281114061253,Iris-setosa
+3,6.181469073953214,3.056291601788273,4.915059288128506,1.6743427534243935,Iris-versicolor
+4,5.108954700995295,3.054368983570192,1.510025994091082,0.2615338961587614,Iris-setosa
+5,6.179491245810549,3.054000661309086,4.9006902474162,1.6657134426608904,Iris-versicolor
+6,6.188069121345966,3.0609469533483447,4.97105379850676,1.7294972181284614,Iris-virginica
+7,6.179886675480555,3.0558113730301946,1.511046475444388,1.6665697418495347,Iris-setosa
+8,6.17936686895743,3.0540020052731274,1.5100227213107893,0.26153092825360474,Iris-setosa
+9,6.183713349316069,3.060598204655427,4.936136937780515,1.6928366568597082,Iris-versicolor
+10,5.109125588895245,3.0778436621822816,1.5100331903302124,0.26155450329429225,Iris-setosa
+11,6.18670608085852,3.0649194220981206,4.96173818904684,1.7225723050415833,Iris-virginica
+12,6.179916806621351,3.0540848701269407,4.904095594120036,1.667206257779343,Iris-versicolor
+13,6.179378331074879,3.054000473102922,4.899559807781085,1.6654500987779022,Iris-versicolor
+14,6.28273888865186,3.0540345530027,5.114985549593264,1.7554724741970196,Iris-virginica
+15,6.18021612815107,3.054469682680499,4.905673167041849,1.6683192600371768,Iris-versicolor
+16,6.181525434213748,3.0540000198213617,4.9071942442087195,1.666891720817781,Iris-virginica
+17,5.109066990961887,3.0687027632722694,1.5100356871832843,0.2615552080104479,Iris-setosa
+18,6.1793729458895745,3.054000000068174,4.899530795319017,1.6654297323822813,Iris-versicolor
+19,5.10903063160896,3.0604862163927553,1.5100650694834596,0.26159089418364156,Iris-setosa
+20,5.109023547093739,3.060785808449801,1.510038095635628,0.2615542591412032,Iris-setosa
+21,5.109112938100569,3.0742264759513267,1.5100402874186885,0.2615675294434484,Iris-setosa
+22,6.17937706280706,3.0540000000241045,4.899519701862237,1.6654286728158134,Iris-versicolor
+23,6.188073057615917,3.067229333611348,4.974679576071453,1.7412877498717068,Iris-virginica
diff --git a/iris/lct_gan/1/9/test.csv b/iris/lct_gan/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/9/train.csv b/iris/lct_gan/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/9/val.csv b/iris/lct_gan/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/lct_gan/1/ae_state.json b/iris/lct_gan/1/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..4cab5cae85acc37329e7edb8519a7e3522c5e2b1
--- /dev/null
+++ b/iris/lct_gan/1/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5939a789b23eb0a1de8489e1d7100b5c8c3e2a6cc437a31140ad7fbeaed5ecca
+size 93711
diff --git a/iris/lct_gan/1/d_state.json b/iris/lct_gan/1/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..3634bfb77f3be9a195e118f14d57d2311ba30669
--- /dev/null
+++ b/iris/lct_gan/1/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2ce81fd46d1a761ae7b8a59da4abc5e0f80512d604e84d6775e67be4d8dfad1
+size 10583
diff --git a/iris/lct_gan/1/g_state.json b/iris/lct_gan/1/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e37ffd016b9df7f2ebe32d4232d0d9eff4e8ab01
--- /dev/null
+++ b/iris/lct_gan/1/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56d454cb37b3d8412fa92ba44fdb025ae3142c7fd8b9e4e9a0aa78d1ceed082e
+size 17988
diff --git a/iris/lct_gan/1/lct_gan_eval.ipynb b/iris/lct_gan/1/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c02bd3e6366be486d14d181ceda9b3a8f0fe7cc0
--- /dev/null
+++ b/iris/lct_gan/1/lct_gan_eval.ipynb
@@ -0,0 +1,2774 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "7c4874fd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:10.154766Z",
+     "iopub.status.busy": "2024-07-25T10:16:10.153963Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.173373Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.172392Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 11.03203,
+     "end_time": "2024-07-25T10:16:21.175682",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:10.143652",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 46%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "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... 75%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "f1141bc4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.201206Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.200383Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.208925Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.208071Z"
+    },
+    "papermill": {
+     "duration": 0.023365,
+     "end_time": "2024-07-25T10:16:21.210909",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.187544",
+     "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": "25c052e1",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010299,
+     "end_time": "2024-07-25T10:16:21.231862",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.221563",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "8bc4f0e4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.254201Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.253625Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.258018Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.257037Z"
+    },
+    "papermill": {
+     "duration": 0.017714,
+     "end_time": "2024-07-25T10:16:21.259888",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.242174",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "5de61a43",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.282322Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.281811Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.289291Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.288440Z"
+    },
+    "papermill": {
+     "duration": 0.020891,
+     "end_time": "2024-07-25T10:16:21.291222",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.270331",
+     "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": "39e97360",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.315280Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.314980Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.321253Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.320487Z"
+    },
+    "papermill": {
+     "duration": 0.02082,
+     "end_time": "2024-07-25T10:16:21.323293",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.302473",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/1\"\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": "77fdbb88",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.345547Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.345292Z",
+     "iopub.status.idle": "2024-07-25T10:16:21.350967Z",
+     "shell.execute_reply": "2024-07-25T10:16:21.350157Z"
+    },
+    "papermill": {
+     "duration": 0.019109,
+     "end_time": "2024-07-25T10:16:21.352863",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.333754",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_nogp_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "85a64666",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:21.375559Z",
+     "iopub.status.busy": "2024-07-25T10:16:21.375286Z",
+     "iopub.status.idle": "2024-07-25T10:16:22.385682Z",
+     "shell.execute_reply": "2024-07-25T10:16:22.384718Z"
+    },
+    "papermill": {
+     "duration": 1.024988,
+     "end_time": "2024-07-25T10:16:22.388334",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:21.363346",
+     "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": "faababbc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:22.412657Z",
+     "iopub.status.busy": "2024-07-25T10:16:22.412336Z",
+     "iopub.status.idle": "2024-07-25T10:16:23.425442Z",
+     "shell.execute_reply": "2024-07-25T10:16:23.424071Z"
+    },
+    "papermill": {
+     "duration": 1.028312,
+     "end_time": "2024-07-25T10:16:23.427855",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:22.399543",
+     "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": "0788e189",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:23.454990Z",
+     "iopub.status.busy": "2024-07-25T10:16:23.454163Z",
+     "iopub.status.idle": "2024-07-25T10:16:23.464313Z",
+     "shell.execute_reply": "2024-07-25T10:16:23.463485Z"
+    },
+    "papermill": {
+     "duration": 0.025973,
+     "end_time": "2024-07-25T10:16:23.466273",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:23.440300",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/1\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": "f85e3ca0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:23.492547Z",
+     "iopub.status.busy": "2024-07-25T10:16:23.491821Z",
+     "iopub.status.idle": "2024-07-25T10:16:23.865502Z",
+     "shell.execute_reply": "2024-07-25T10:16:23.862977Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.389662,
+     "end_time": "2024-07-25T10:16:23.869020",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:23.479358",
+     "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": "ddbea69e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:23.901770Z",
+     "iopub.status.busy": "2024-07-25T10:16:23.901300Z",
+     "iopub.status.idle": "2024-07-25T10:16:25.612817Z",
+     "shell.execute_reply": "2024-07-25T10:16:25.611969Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.732172,
+     "end_time": "2024-07-25T10:16:25.615293",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:23.883121",
+     "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": "dd1fc178",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:25.641599Z",
+     "iopub.status.busy": "2024-07-25T10:16:25.641181Z",
+     "iopub.status.idle": "2024-07-25T10:16:25.649183Z",
+     "shell.execute_reply": "2024-07-25T10:16:25.648484Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023846,
+     "end_time": "2024-07-25T10:16:25.651074",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:25.627228",
+     "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": "a4b5e661",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:25.676497Z",
+     "iopub.status.busy": "2024-07-25T10:16:25.676209Z",
+     "iopub.status.idle": "2024-07-25T10:16:25.681031Z",
+     "shell.execute_reply": "2024-07-25T10:16:25.680132Z"
+    },
+    "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": 0.019801,
+     "end_time": "2024-07-25T10:16:25.682995",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:25.663194",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "5c57c1d2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:25.707428Z",
+     "iopub.status.busy": "2024-07-25T10:16:25.707107Z",
+     "iopub.status.idle": "2024-07-25T10:16:25.824907Z",
+     "shell.execute_reply": "2024-07-25T10:16:25.824142Z"
+    },
+    "papermill": {
+     "duration": 0.133079,
+     "end_time": "2024-07-25T10:16:25.827432",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:25.694353",
+     "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": "1bdd14c2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:25.854775Z",
+     "iopub.status.busy": "2024-07-25T10:16:25.853935Z",
+     "iopub.status.idle": "2024-07-25T10:16:30.258777Z",
+     "shell.execute_reply": "2024-07-25T10:16:30.257742Z"
+    },
+    "papermill": {
+     "duration": 4.420825,
+     "end_time": "2024-07-25T10:16:30.261003",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:25.840178",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:16:27.644412: 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 10:16:27.644463: 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 10:16:27.645958: 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": "32d8b47d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:30.289462Z",
+     "iopub.status.busy": "2024-07-25T10:16:30.288235Z",
+     "iopub.status.idle": "2024-07-25T10:16:30.296046Z",
+     "shell.execute_reply": "2024-07-25T10:16:30.295151Z"
+    },
+    "papermill": {
+     "duration": 0.024312,
+     "end_time": "2024-07-25T10:16:30.298199",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:30.273887",
+     "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": "b6b72c77",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:30.324439Z",
+     "iopub.status.busy": "2024-07-25T10:16:30.323507Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.031663Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.030805Z"
+    },
+    "papermill": {
+     "duration": 2.724194,
+     "end_time": "2024-07-25T10:16:33.034502",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:30.310308",
+     "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": "71ace75d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.063215Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.062839Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.069122Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.068249Z"
+    },
+    "papermill": {
+     "duration": 0.022373,
+     "end_time": "2024-07-25T10:16:33.071105",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.048732",
+     "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": "e2e73a97",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.096906Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.096626Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.610153Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.609151Z"
+    },
+    "papermill": {
+     "duration": 0.529311,
+     "end_time": "2024-07-25T10:16:33.612651",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.083340",
+     "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": "cd9a79f5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.641460Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.641113Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.662271Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.661333Z"
+    },
+    "papermill": {
+     "duration": 0.038204,
+     "end_time": "2024-07-25T10:16:33.664226",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.626022",
+     "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": "ac168041",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.691385Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.691056Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.781881Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.780945Z"
+    },
+    "papermill": {
+     "duration": 0.107115,
+     "end_time": "2024-07-25T10:16:33.784000",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.676885",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 256, 'n_samples': 16, 't_steps': 8, 'target': None, 'lr': 0.00021430789751323166, 'loss_fn': <function mse_loss at 0x78358443cd30>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 32, 'n_samples': 64, 't_steps': 128, 'target': None, 'lr': 1.0599940191512685e-06, 'loss_fn': <function l1_loss at 0x78358443cc10>, '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": "627a7963",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.813752Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.812834Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.832799Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.832088Z"
+    },
+    "papermill": {
+     "duration": 0.036938,
+     "end_time": "2024-07-25T10:16:33.834727",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.797789",
+     "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": "a2383279",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.861363Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.861092Z",
+     "iopub.status.idle": "2024-07-25T10:16:33.865196Z",
+     "shell.execute_reply": "2024-07-25T10:16:33.864296Z"
+    },
+    "papermill": {
+     "duration": 0.019938,
+     "end_time": "2024-07-25T10:16:33.867124",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.847186",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "01081598",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:33.893679Z",
+     "iopub.status.busy": "2024-07-25T10:16:33.893421Z",
+     "iopub.status.idle": "2024-07-25T10:16:34.107924Z",
+     "shell.execute_reply": "2024-07-25T10:16:34.107027Z"
+    },
+    "papermill": {
+     "duration": 0.230629,
+     "end_time": "2024-07-25T10:16:34.110400",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:33.879771",
+     "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": "f24ec1d7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:34.139930Z",
+     "iopub.status.busy": "2024-07-25T10:16:34.139592Z",
+     "iopub.status.idle": "2024-07-25T10:16:34.392179Z",
+     "shell.execute_reply": "2024-07-25T10:16:34.391235Z"
+    },
+    "papermill": {
+     "duration": 0.26984,
+     "end_time": "2024-07-25T10:16:34.394380",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:34.124540",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 8 starting 0 until 0\n",
+      "mlu step times 1*2*4\n",
+      "mlu samples 16 / 256\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 128 starting 0 until 0\n",
+      "mlu step times 1*1*2\n",
+      "mlu samples 64 / 64\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": "9949bf3c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:34.424754Z",
+     "iopub.status.busy": "2024-07-25T10:16:34.423888Z",
+     "iopub.status.idle": "2024-07-25T10:16:34.431239Z",
+     "shell.execute_reply": "2024-07-25T10:16:34.430428Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024599,
+     "end_time": "2024-07-25T10:16:34.433203",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:34.408604",
+     "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": "a887f5fc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:16:34.460608Z",
+     "iopub.status.busy": "2024-07-25T10:16:34.460329Z",
+     "iopub.status.idle": "2024-07-25T10:22:05.302760Z",
+     "shell.execute_reply": "2024-07-25T10:22:05.301672Z"
+    },
+    "papermill": {
+     "duration": 330.858844,
+     "end_time": "2024-07-25T10:22:05.304898",
+     "exception": false,
+     "start_time": "2024-07-25T10:16:34.446054",
+     "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 0.1671217530965805\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.21373309195041656\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.12681299448013306\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.17309047281742096\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.08133760839700699\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012183546088635921\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10516785830259323\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1792120337486267\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.17533588409423828\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.058560531586408615\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.15831969678401947\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.18256132304668427\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11256413161754608\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.12161699682474136\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.21094903349876404\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11617396771907806\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+      "MLU loss 0.20188570022583008\n"
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+    {
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+    {
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+      "MLU loss 0.007714340463280678\n"
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+    },
+    {
+     "name": "stdout",
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+      "MLU loss 0.1314241886138916\n"
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+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.052054546773433685\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.004898104816675186\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02455013245344162\n"
+     ]
+    },
+    {
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+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09645827859640121\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.030865760520100594\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04820398986339569\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.029107796028256416\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014978050254285336\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.032047346234321594\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.031489983201026917\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.010101625695824623\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": "bd917da7",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:05.355600Z",
+     "iopub.status.busy": "2024-07-25T10:22:05.354820Z",
+     "iopub.status.idle": "2024-07-25T10:22:10.079111Z",
+     "shell.execute_reply": "2024-07-25T10:22:10.078241Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 4.752451,
+     "end_time": "2024-07-25T10:22:10.081744",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:05.329293",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.045100] [G loss: -0.481726]\n",
+      "[Epoch 20/179] [D loss: -0.078057] [G loss: -0.481913]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.127589] [G loss: -0.486521]\n",
+      "[Epoch 40/179] [D loss: -0.172631] [G loss: -0.495200]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.223410] [G loss: -0.503917]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.261892] [G loss: -0.520652]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.249832] [G loss: -0.546452]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.235437] [G loss: -0.557388]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.240503] [G loss: -0.547924]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.235274] [G loss: -0.552545]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.233293] [G loss: -0.560401]\n",
+      "[Epoch 120/179] [D loss: -0.201946] [G loss: -0.584616]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47180163860321045\n",
+      "[Epoch 130/179] [D loss: -0.216709] [G loss: -0.582557]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.200426] [G loss: -0.599016]\n",
+      "[Epoch 150/179] [D loss: -0.212941] [G loss: -0.580213]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.213565] [G loss: -0.583189]\n",
+      "[Epoch 170/179] [D loss: -0.196682] [G loss: -0.596172]\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": "749274a9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:10.134267Z",
+     "iopub.status.busy": "2024-07-25T10:22:10.133873Z",
+     "iopub.status.idle": "2024-07-25T10:22:10.162609Z",
+     "shell.execute_reply": "2024-07-25T10:22:10.161581Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.057867,
+     "end_time": "2024-07-25T10:22:10.164705",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:10.106838",
+     "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": "ce1c8251",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:10.214370Z",
+     "iopub.status.busy": "2024-07-25T10:22:10.213769Z",
+     "iopub.status.idle": "2024-07-25T10:22:11.153497Z",
+     "shell.execute_reply": "2024-07-25T10:22:11.151970Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.96705,
+     "end_time": "2024-07-25T10:22:11.155862",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:10.188812",
+     "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": "2acb25fb",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.029216,
+     "end_time": "2024-07-25T10:22:11.210334",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:11.181118",
+     "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": 365.200799,
+   "end_time": "2024-07-25T10:22:13.916818",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:16:08.716019",
+   "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/1/mlu_log_ae.csv b/iris/lct_gan/1/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cba62618a0fbcc7248b7628a37a9a4da45a05c9
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.7035434246063232,,,,,,
+lct_ae,1,3.8330862522125244,,,,,,
+lct_ae,2,3.4729883670806885,,,,,,
+lct_ae,3,3.528269052505493,,,,,,
+lct_ae,4,3.676642656326294,,,,,,
+lct_ae,5,3.340601682662964,,,,,,
+lct_ae,6,3.2373595237731934,,,,,,
+lct_ae,7,3.21368408203125,0.0,0.0,0.0,3.0057170391082764,0.1671217530965805,3.058256149291992
+lct_ae,8,3.0939741134643555,,,,,,
+lct_ae,9,2.942624807357788,,,,,,
+lct_ae,10,2.6488125324249268,,,,,,
+lct_ae,11,2.278125286102295,,,,,,
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+lct_ae,13,2.289362668991089,,,,,,
+lct_ae,14,1.7664999961853027,,,,,,
+lct_ae,15,1.9884729385375977,1.0,1.0,0.0,2.0014472007751465,0.21373309195041656,1.6463230848312378
+lct_ae,16,1.6481153964996338,,,,,,
+lct_ae,17,1.5576319694519043,,,,,,
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+lct_ae,23,1.0343120098114014,2.0,2.0,0.0,1.087790846824646,0.12681299448013306,1.0416415929794312
+lct_ae,24,0.8565464615821838,,,,,,
+lct_ae,25,0.8510748147964478,,,,,,
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+lct_ae,32,0.7603906393051147,,,,,,
+lct_ae,33,0.7290810346603394,,,,,,
+lct_ae,34,0.7872273921966553,,,,,,
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+lct_ae,40,0.5657235383987427,,,,,,
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+lct_ae,48,0.4102857708930969,,,,,,
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+lct_ae,54,0.43619102239608765,,,,,,
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+lct_ae,64,0.35376694798469543,,,,,,
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diff --git a/iris/lct_gan/1/mlu_log_gan.csv b/iris/lct_gan/1/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62a937ff445a17b4112557eecf9baa8df9a13505
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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