diff --git a/iris/lct_gan/0/0/synth.csv b/iris/lct_gan/0/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca9b4885188afd7c1763cd4daf11664c8babccab
--- /dev/null
+++ b/iris/lct_gan/0/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488664394,3.0540000000000007,4.899491919349832,1.6654274902824233,Iris-versicolor
+1,5.108947716175016,3.0600880341591847,1.5100223820692558,0.2874506217179498,Iris-setosa
+2,6.17938122891512,3.0540000000000256,5.123267956244673,1.6654402392816836,Iris-virginica
+3,6.179366488630044,3.0540000000000003,4.899491483717884,1.6654274791914168,Iris-versicolor
+4,6.1793778282171665,3.0540000000299803,4.913379056303334,1.6654959456096825,Iris-virginica
+5,6.179497376482587,3.0540925816471423,4.901434815054232,1.6789236078359986,Iris-virginica
+6,6.1793667897275215,3.0540000000000527,4.901964713382228,1.6654312091390342,Iris-versicolor
+7,6.179366489583169,3.6563883467479594,1.510022684966475,0.27656261464590376,Iris-setosa
+8,6.183527481869947,3.054073039522341,4.90864973431829,1.6916536862194271,Iris-virginica
+9,5.10894771618292,3.082164091573286,1.5100223822248517,0.2876887538604731,Iris-setosa
+10,6.179366490403139,3.0540078336282175,1.5100225419286244,0.26159999891212815,Iris-setosa
+11,5.108947716175092,3.05400000839507,4.899491293795922,1.6654340293685161,Iris-versicolor
+12,6.1862396712141425,3.054006967629455,4.9183443339521,1.6839419177786146,Iris-virginica
+13,6.179380402897459,3.0540000200824142,4.901092881581396,1.6657795666964654,Iris-versicolor
+14,6.17954698964544,3.0540732495466187,4.901690023634843,1.6769051895379405,Iris-virginica
+15,5.108947716174857,3.0540009756788,1.5100223820798888,0.2616652612925695,Iris-setosa
+16,6.179366489179786,3.3156745547957174,1.510022435655735,0.27824904596483485,Iris-setosa
+17,6.179366489266918,3.0540000000000003,4.899510551740161,1.6654275009493436,Iris-versicolor
+18,6.179366488622894,3.0540000000000003,4.899491306448318,1.665427477542947,Iris-versicolor
+19,6.179366490301286,3.0540000000000376,4.8995014157615655,1.6654278217108924,Iris-versicolor
+20,6.179366488624168,3.0540000000000007,4.899491310877215,1.665427481184667,Iris-versicolor
+21,6.17936649166475,3.6679826461701035,1.5100241051253456,0.270028834862591,Iris-setosa
+22,6.179366819726261,3.1276250789563993,1.5101448919427334,0.26420809262819706,Iris-setosa
+23,5.108947716173951,3.054000000000022,4.899491295084588,1.6654274879674271,Iris-versicolor
+24,6.179366488660193,3.0540000000000016,4.899491609257615,1.665427498333677,Iris-versicolor
+25,6.179366800555617,3.0583988586455657,1.5101161968312526,0.2625866684099126,Iris-setosa
+26,6.179366488633371,3.0540000000000003,4.899491629605878,1.665427478908602,Iris-versicolor
+27,6.179366489918967,3.0540000000000025,4.899508776820359,1.6654276059413489,Iris-versicolor
+28,6.179659189112709,3.0540000000008627,5.525919989028227,1.6655854819308005,Iris-virginica
+29,6.179366490923964,3.0540000001417527,4.899492123037223,1.6654308557606337,Iris-versicolor
+30,6.179366502735434,3.2670327782874464,1.5100300072062445,0.26445785262010485,Iris-setosa
+31,6.179366630907379,3.2578272655785816,1.5101135045302896,0.2644859682842436,Iris-setosa
+0,6.179366488629379,3.0540000000000007,4.899491399349353,1.6654274816216046,Iris-versicolor
+1,5.108947716532047,3.054000108744603,4.899491355500123,1.6654482144467657,Iris-versicolor
+2,6.179366488649133,3.0540000000000003,4.89949213889444,1.6654274805340212,Iris-versicolor
+3,6.179718460594681,3.0542686568776993,4.902883029112458,1.6813707393897026,Iris-virginica
+4,6.179376666264987,3.054000000001242,4.9443433747407255,1.6654629390569748,Iris-virginica
+5,6.179366541567481,3.0540005918846975,4.899504193340255,1.6655546626419835,Iris-versicolor
+6,6.1797658745296635,3.0542185959746506,4.903005496900962,1.6856357283287362,Iris-virginica
+7,6.1795896396942025,3.060500664946169,4.904348737312774,1.7080987348941687,Iris-virginica
+8,6.179887446342136,3.0540327808988836,4.902778906908466,1.6767224288374982,Iris-virginica
+9,6.179366505346433,3.0866241711291758,1.5100281631160182,0.2625354454614201,Iris-setosa
+10,6.179366524075857,3.4142008822298964,1.5100495845520128,0.26547123912784687,Iris-setosa
+11,6.179366490733352,3.707200554450238,1.5100235398212245,0.27124685460585646,Iris-setosa
+12,6.179366488636023,3.0540000000000007,4.899491445432972,1.665427486596857,Iris-versicolor
+13,6.181177828670246,3.0540000002285175,5.164668983479865,1.6666980926321902,Iris-virginica
+14,5.108947716176752,3.054000000000026,4.899491301995127,1.665427507788466,Iris-versicolor
+15,6.179366488696367,3.0540000000000016,4.8994920920209735,1.6654275003156431,Iris-versicolor
+16,6.17936648862486,3.0540000000000003,4.899491333864044,1.6654274792361117,Iris-versicolor
+17,6.1793664886235975,3.0540000000000007,4.899491304984312,1.665427481117732,Iris-versicolor
+18,6.179366488623941,3.0540000000000003,4.899491322712574,1.6654274782633798,Iris-versicolor
+19,5.108947716192864,3.092461314262226,1.5100223825055892,0.2866449229824109,Iris-setosa
+20,6.181106985745922,3.054018473995673,4.904611254775193,1.6829902512028418,Iris-virginica
+21,6.179367163234342,3.054000000000025,4.906630262974726,1.6654310888793316,Iris-versicolor
+22,6.17959005118204,3.054003968736114,4.901924021391374,1.6701245472409754,Iris-virginica
+23,6.182966399216384,3.054001350512856,4.922559976444089,1.6744012087244768,Iris-virginica
+24,5.108947716173467,3.055516625901249,1.5100223820565752,0.27175641375141785,Iris-setosa
+25,5.1089477161795935,3.0598597732568087,1.5100223821308827,0.2786024134065464,Iris-setosa
+26,6.1821979993736145,3.0540000000070275,6.05082203491176,1.666195084768855,Iris-virginica
+27,6.179366503424291,3.254946090646753,1.510029636298787,0.26398631874117756,Iris-setosa
+28,6.179883438262796,3.05400000057368,4.976999539170386,1.6663328434588112,Iris-virginica
+29,6.17936648862538,3.054000000000001,4.899491308309875,1.6654274849282678,Iris-versicolor
+30,6.17936649146952,3.0540000000001135,4.899502095554743,1.6654279683062176,Iris-versicolor
+31,6.179366580161301,3.054000000014811,4.899606435337651,1.6654372253465919,Iris-versicolor
+0,5.1089477161795545,3.0540000000012784,4.8994912972249995,1.6654276110436854,Iris-versicolor
+1,5.108947716180269,3.0540000000000402,4.899491307174478,1.6654275211543215,Iris-versicolor
+2,6.179379369703396,3.054000000002298,4.941508927020719,1.6654761782732854,Iris-virginica
+3,5.108947716181841,3.217065143047818,1.5100223821767418,0.3398749989022529,Iris-setosa
+4,6.179366488902768,3.665550572155876,1.5100224265245905,0.29036839162043926,Iris-setosa
+5,6.18022383162518,3.0540014564168136,4.907520137362257,1.671232376156628,Iris-virginica
+6,6.179366490463789,3.1059171801334555,1.5100226123546132,0.2654212195495681,Iris-setosa
+7,6.179366490742727,3.59794814643697,1.5100232328661052,0.27123033598811036,Iris-setosa
+8,5.108947716263693,3.2516976111818283,1.5100223878984755,0.29011683012022205,Iris-setosa
+9,6.1793803832198675,3.0540221678810573,4.900107971162471,1.6677293558796407,Iris-versicolor
+10,6.179366488623242,3.0540000000000007,4.899491303198938,1.6654274806250737,Iris-versicolor
+11,6.180607225172453,3.05408430949412,4.904473504797038,1.6893628299749195,Iris-virginica
+12,6.179366488695366,3.0540000000000003,4.899493519976645,1.6654274871946086,Iris-versicolor
+13,5.10894771617713,3.0540000000000247,4.899491301341844,1.6654275028826833,Iris-versicolor
+14,5.108947716173173,3.0540000000000056,4.899491293937591,1.6654274778409859,Iris-versicolor
+15,5.108947716195963,3.0560998647473103,1.5100223825097154,0.2678382761790074,Iris-setosa
+16,5.108947716206153,3.0540000001821554,4.899491301060387,1.6654298855909033,Iris-versicolor
+17,6.1793664891433115,3.7367029429312844,1.5100225401842218,0.279947517706556,Iris-setosa
+18,5.108947716181632,3.078540629907226,1.5100223821677916,0.29339506596721654,Iris-setosa
+19,6.179608339046219,3.0540004489251147,4.903623889155503,1.6688109318679847,Iris-virginica
+20,5.108947716245317,3.054000238263245,4.899491305198595,1.6654887558276446,Iris-versicolor
+21,6.179366489707255,3.0639619159522584,1.5100224737196215,0.26378004305279334,Iris-setosa
+22,6.17936649254102,3.4933300683628628,1.5100239500923993,0.2696353025597652,Iris-setosa
+23,5.108947716284007,3.3259220408781607,1.5100223905543728,0.2979758987322497,Iris-setosa
+24,6.179410515522173,3.054483927580105,4.900889138562092,1.6768331444776543,Iris-virginica
+25,6.179366488635404,3.0540000000000007,4.899491543214486,1.665427482970373,Iris-versicolor
+26,6.179366488623636,3.0540000000000003,4.899491313470883,1.6654274785886856,Iris-versicolor
+27,5.108947716218912,3.0540000000092067,4.899491313093464,1.6654282546809247,Iris-versicolor
+28,6.17936650348282,3.0541309196021356,1.5100262310491555,0.2616360190323406,Iris-setosa
+29,6.179366491091665,3.054000000010072,4.899493089181591,1.6654294739121183,Iris-versicolor
+30,5.1089477161732235,3.0540000000000043,4.899491294086131,1.6654274786811334,Iris-versicolor
+31,6.179368038744061,3.0573367102632973,1.5102361791771681,0.2635391072779601,Iris-setosa
+0,6.179366488995655,3.4613617333292095,1.5100224240586475,0.2847425541033284,Iris-setosa
+1,6.179366489771134,3.3377802885138212,1.5100225435834824,0.27385194539192487,Iris-setosa
+2,6.17950749757574,3.0572946992197068,4.902639700469358,1.696131024847626,Iris-virginica
+3,5.1089477161816825,3.191317531885778,1.5100223821749126,0.33350212946776703,Iris-setosa
+4,6.186485846345607,3.0540159399933686,4.917305395192711,1.6857423191614171,Iris-virginica
+5,5.108947716173276,3.0540000000000815,4.899491293885864,1.6654274815668413,Iris-versicolor
+6,6.179366503177552,3.368941375273503,1.5100302588558967,0.2658228965368004,Iris-setosa
+7,6.179366488699336,3.0540000000000016,4.8994921336864365,1.6654275033430432,Iris-versicolor
+8,6.179366488626876,3.0540000000000003,4.899491393840062,1.6654274787276881,Iris-versicolor
+9,6.179366497737961,3.2592373033634936,1.5100260512062407,0.2648998802198264,Iris-setosa
+10,6.179366491038722,3.671572156412119,1.5100235554107977,0.2710993340375461,Iris-setosa
+11,6.179741840302215,3.05400000000097,5.5884030761409464,1.6656095990829412,Iris-virginica
+12,6.179372242789798,3.0540000000052445,4.914316248768066,1.6654609218874823,Iris-versicolor
+13,6.179374935705849,3.054086910758968,4.9001352580649336,1.6685574894878565,Iris-versicolor
+14,6.179366489079365,3.054000000002911,4.8994915111918225,1.6654285971211578,Iris-versicolor
+15,6.17953818140481,3.054000002643723,4.920687974068221,1.6661353304235855,Iris-virginica
+16,6.179366488624423,3.054000000000001,4.899491305218125,1.6654274836731255,Iris-versicolor
+17,5.108947716202194,3.1680638024610386,1.5100223829870776,0.29165574012410356,Iris-setosa
+18,6.179366489047096,3.67947097477636,1.510022472416133,0.2840196269271877,Iris-setosa
+19,5.10894771629121,3.494392867551863,1.510022396619301,0.30021323987969906,Iris-setosa
+20,6.179366901247426,3.054078691915399,4.899614722953206,1.6665087881738736,Iris-setosa
+21,5.108947716176588,3.0540000000000176,4.899491301244113,1.6654275004444472,Iris-versicolor
+22,6.179399060004814,3.054000000000099,5.200866588705042,1.6654569553759682,Iris-virginica
+23,6.191657999787295,3.0540009642124053,4.953016610856297,1.6788143408132195,Iris-virginica
diff --git a/iris/lct_gan/0/0/test.csv b/iris/lct_gan/0/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/0/train.csv b/iris/lct_gan/0/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/0/val.csv b/iris/lct_gan/0/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/synth.csv b/iris/lct_gan/0/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ec6fbf1b03bb778c3b3047e14ccc26a03c1c2be
--- /dev/null
+++ b/iris/lct_gan/0/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862908,3.0540000000000007,4.899491353573868,1.6654274855350817,Iris-versicolor
+1,6.179366488628423,3.054000000000001,4.89949132998017,1.6654274867082584,Iris-versicolor
+2,6.17936846585782,3.0540000000000065,4.938682064701001,1.6654308872373371,Iris-versicolor
+3,6.179366488624015,3.0540000000000007,4.899491312377649,1.6654274806319893,Iris-versicolor
+4,6.179366488623958,3.0540000000000003,4.899491321605623,1.6654274786166907,Iris-versicolor
+5,5.10894771617689,3.2571614190532285,1.5100223820925534,0.3791007249606627,Iris-setosa
+6,6.179366489192302,3.485559218645519,1.510022459465606,0.2840875055200687,Iris-setosa
+7,6.179366489217315,3.666260272671032,1.5100225275446744,0.2809953242240957,Iris-setosa
+8,6.179650157731377,3.05701413188957,4.9039984139955966,1.7045345945462813,Iris-virginica
+9,6.185707243643717,3.054000000009128,6.465714039696404,1.6666507934599775,Iris-virginica
+10,6.179366488646959,3.0540000000000145,4.8994913506370965,1.6654275207534537,Iris-versicolor
+11,5.1089477161736045,3.054000000000126,4.899491294105849,1.6654274882029674,Iris-versicolor
+12,5.108947716186779,3.0547530100026976,1.5100223823046817,0.265763565494122,Iris-setosa
+13,5.108947716173365,3.054000000000001,4.899491295731826,1.6654274813246024,Iris-versicolor
+14,5.1089477161764645,3.054000000019611,4.899491294585931,1.6654277996063223,Iris-versicolor
+15,6.20910651819075,3.0540000024162772,5.604566519837651,1.6718996063841394,Iris-virginica
+16,6.179366496741952,3.4824900833239147,1.5100261252298581,0.2682120960605475,Iris-setosa
+17,5.108947716173676,3.0540002820819185,1.5100223820640046,0.26154949917179576,Iris-setosa
+18,6.179366489081042,3.0540000000000003,4.899505501013746,1.6654274992543174,Iris-versicolor
+19,6.179366495523651,3.239913367958916,1.5100245337718967,0.26509379868131683,Iris-setosa
+20,5.1089477161770995,3.054000000001276,4.8994912956249586,1.6654275810371066,Iris-versicolor
+21,6.179366488625013,3.0540000000000007,4.899491316032772,1.6654274822064092,Iris-versicolor
+22,6.179366492929825,3.1901800714401287,1.5100234907190997,0.26510119438631013,Iris-setosa
+23,6.179366488871046,3.0540000000005345,4.89949156938108,1.6654280175721297,Iris-versicolor
+24,5.108947716174756,3.054000002393412,4.899491293792031,1.6654295780676553,Iris-versicolor
+25,5.108947716180586,3.0947346091428884,1.5100223821502063,0.29991126452290784,Iris-setosa
+26,5.1089477161732235,3.054000000000001,4.89949129476927,1.6654274805960285,Iris-versicolor
+27,6.179559364346387,3.0540000000007215,5.411899503647381,1.665550477794069,Iris-virginica
+28,6.179366488683326,3.0540000000000007,4.899492582393952,1.6654274887090088,Iris-versicolor
+29,5.108947716178609,3.0541337032523503,1.5100223821213643,0.264224602098388,Iris-setosa
+30,6.179366492548712,3.0540000000000007,4.89959908836127,1.6654275586607277,Iris-versicolor
+31,6.179366488623581,3.0540000000000007,4.899491308546551,1.665427479599992,Iris-versicolor
+0,6.1793666619246315,3.054000000000043,4.900626431542833,1.6654295631439708,Iris-versicolor
+1,5.108947716192924,3.1906620274320288,1.510022382522425,0.30742917786602897,Iris-setosa
+2,5.108947716190637,3.0540761356148765,1.510022382442901,0.2627021057020532,Iris-setosa
+3,6.179366488646485,3.0540000000000114,4.899491357493058,1.6654275151503728,Iris-versicolor
+4,5.108947716178769,3.054000004635491,4.8994912941185245,1.665435053539673,Iris-versicolor
+5,6.179568273176805,3.059662432717562,4.9040441386228295,1.7104659388209582,Iris-virginica
+6,6.201568798275237,3.0540001345993604,5.050614954746045,1.6770995130761857,Iris-virginica
+7,6.179366520328169,3.054000000000001,4.9002225423941095,1.6654277943623623,Iris-versicolor
+8,6.179366490751024,3.0540000000000007,4.899549398167092,1.6654275471738336,Iris-versicolor
+9,5.108947716279707,3.463290767950272,1.5100223937967705,0.30070930470125656,Iris-setosa
+10,6.1848659290363415,3.0540000008553823,5.237395150010145,1.6680048248295665,Iris-virginica
+11,6.182108154500007,3.0540000003003627,5.217248376867144,1.6670379982404784,Iris-virginica
+12,6.203191574713633,3.0540001089827635,5.065226711950111,1.67728672811193,Iris-virginica
+13,6.1794949620553155,3.06327592782388,4.903354079812766,1.7057227576968228,Iris-virginica
+14,6.179366510550927,3.060069983428745,1.510032420792499,0.2619955992274816,Iris-setosa
+15,6.1793664915283735,3.6041085179455234,1.5100237478615404,0.27010019251338435,Iris-setosa
+16,6.179366595507431,3.054615466004558,1.5100464302422796,0.26195790943343117,Iris-setosa
+17,6.179366495009923,3.4555071162165216,1.5100250220359477,0.26855183625867834,Iris-setosa
+18,5.1089477161733745,3.0540000000000007,4.899491296101567,1.6654274814781835,Iris-versicolor
+19,6.182978548249357,3.0540021232343237,4.917422836011999,1.676659844651625,Iris-virginica
+20,5.1089477161737795,3.126835507510916,1.5100223820576326,0.3674780221027532,Iris-setosa
+21,5.108947716482532,3.05408057093998,1.5100224114203817,0.2618710183005756,Iris-setosa
+22,6.179367855087561,3.0711642809582846,1.5102447806671682,0.26570769820120244,Iris-setosa
+23,6.20086178813888,3.054001881268081,4.958641469702047,1.6842765712312897,Iris-virginica
+24,6.195914559130041,3.0540001402455226,5.014394537039205,1.6764191735139415,Iris-virginica
+25,5.108947716176865,3.0540362391491906,1.5100223821015681,0.26306045660112903,Iris-setosa
+26,6.1793664931297005,3.6446880765099268,1.5100249876685112,0.2691172783786824,Iris-setosa
+27,6.179710605266373,3.054000000018084,5.110748306220029,1.6658019029887738,Iris-virginica
+28,5.108947716247969,3.0540870592355733,1.5100223855750314,0.26221508757917933,Iris-setosa
+29,6.179366488625636,3.0540000000000007,4.899491315733671,1.6654274840681687,Iris-versicolor
+30,5.108947716177927,3.19822429701285,1.5100223821088763,0.3436295199429915,Iris-setosa
+31,6.1793693853317855,3.054887686496871,4.900005510218986,1.6702466874640665,Iris-setosa
+0,6.189099460572413,3.0540000383123376,5.02811907130646,1.6726138734462712,Iris-virginica
+1,5.108947716173396,3.0540000053476533,4.89949129368959,1.6654283533071395,Iris-versicolor
+2,6.186443303814845,3.054016842482411,4.914881354836253,1.6885320528031231,Iris-virginica
+3,6.179366488723462,3.054000000000006,4.899491913463776,1.6654275356036816,Iris-versicolor
+4,6.19220361867259,3.0540006675944618,4.955388133415569,1.6805376750990293,Iris-virginica
+5,6.179366491385775,3.2658012861297414,1.5100230861280037,0.26697534548466895,Iris-setosa
+6,6.217311272026008,3.05400002603909,5.281678579328183,1.6763824988612799,Iris-virginica
+7,6.1793664977543195,3.054895141091545,1.5100245189600916,0.26181536380499115,Iris-setosa
+8,6.180978077262392,3.0540151809405254,4.905335904386331,1.6795850378843609,Iris-virginica
+9,5.108947716236402,3.054029020900219,1.5100223855495551,0.2618513784996766,Iris-setosa
+10,5.108947716178827,3.0548572763750736,1.510022382129308,0.26830071757480417,Iris-setosa
+11,6.179366502114795,3.0540000010199093,4.899495129044709,1.6654353921194467,Iris-versicolor
+12,6.179366488623857,3.0540000000000003,4.899491341144566,1.6654274769091302,Iris-versicolor
+13,6.179374553547168,3.0540436147135592,4.90007601476177,1.6687159958391031,Iris-versicolor
+14,6.17936648862814,3.054000000000003,4.899491312205903,1.6654274918503367,Iris-versicolor
+15,6.179366489641719,3.054000000003654,4.8994921977335295,1.6654285517467207,Iris-versicolor
+16,6.179366489101636,3.0540000000000047,4.89949664869751,1.6654275678541237,Iris-versicolor
+17,6.179394028911307,3.0632104237439566,4.901095617257886,1.6864543749613252,Iris-setosa
+18,6.179368647324574,3.0542319904384962,4.899894736621833,1.6690113781800706,Iris-setosa
+19,6.194784710218392,3.0540000441008495,5.070416088775418,1.6739964514893069,Iris-virginica
+20,5.108947716676208,3.0540002478198103,4.8994913586866975,1.6654697288583,Iris-versicolor
+21,5.108947716284306,3.2337289508119,1.5100223900199035,0.2839730214405113,Iris-setosa
+22,6.179366488623848,3.0540000000000003,4.899491326956531,1.665427477801156,Iris-versicolor
+23,6.179366541187728,3.0675062496621575,1.5100489439029883,0.2621587416731066,Iris-setosa
+24,6.179366491771794,3.058884434523518,1.5100229055500802,0.2624695331261836,Iris-setosa
+25,6.17936854602433,3.0765216302106064,1.5102910760222092,0.26649220223815234,Iris-setosa
+26,6.179366489495052,3.3816466424373237,1.5100225087859278,0.27605108037517,Iris-setosa
+27,6.1793668342538846,3.054000000000006,4.904910629903983,1.6654290496892297,Iris-versicolor
+28,6.179366488650936,3.0540000000000003,4.8994922758020625,1.6654274806201228,Iris-versicolor
+29,6.1793666254171296,3.3277192688232633,1.5101089850243539,0.264849388702376,Iris-setosa
+30,5.108947716173331,3.054000000000002,4.899491294869505,1.6654274801792333,Iris-versicolor
+31,6.17952839543666,3.0540000019568354,4.924502337628707,1.6660409346694423,Iris-virginica
+0,5.108947716247984,3.162226482237721,1.5100223857069937,0.2826866168151902,Iris-setosa
+1,6.182024024050179,3.0540000007839976,5.104848115478672,1.6674270171573102,Iris-virginica
+2,6.179366488943898,3.532628497977578,1.510022417497625,0.2908147863376615,Iris-setosa
+3,6.1793664886388555,3.0540000000000007,4.899491498513964,1.665427485644739,Iris-versicolor
+4,5.108947716174298,3.054000127165864,1.5100223820755279,0.26155096549338264,Iris-setosa
+5,6.179368704470064,3.054000281383601,4.899736060838825,1.6659951610927963,Iris-versicolor
+6,6.179366512461419,3.466814052872004,1.510038443850175,0.26628076452839367,Iris-setosa
+7,6.189140737026974,3.054000155259564,4.978051008223123,1.6746962201427236,Iris-virginica
+8,6.179366489819333,3.381466049002664,1.5100225628158939,0.27623121776480547,Iris-setosa
+9,6.1793678011497555,3.0542113480775233,4.89984698019444,1.6677576795712319,Iris-setosa
+10,6.179366490162389,3.054000000000004,4.899508789197431,1.6654276306163351,Iris-versicolor
+11,6.179366488623148,3.0540000000000007,4.899491302224983,1.6654274809647327,Iris-versicolor
+12,5.108947716173159,3.0542576032252033,1.5100223820555212,0.2625568314185856,Iris-setosa
+13,6.179382670003556,3.064281318373035,1.5106920669554795,0.2695422909657776,Iris-setosa
+14,6.179366957428254,3.2440769211317715,1.510169683201494,0.26706725601171266,Iris-setosa
+15,6.1793664967891555,3.4541994559249853,1.5100266473236292,0.2667244284203776,Iris-setosa
+16,6.179366488627674,3.0540000000000007,4.899491335576302,1.6654274840141483,Iris-versicolor
+17,6.179366538396413,3.405017225679826,1.510061006834779,0.2653791572241578,Iris-setosa
+18,6.179366489099934,3.0540000000000065,4.89949538238996,1.6654275722482066,Iris-versicolor
+19,6.179401028474762,3.054244464133572,4.900720792644399,1.6725598790067933,Iris-virginica
+20,6.1793664978480205,3.054000000000104,4.899534363234919,1.665428382045219,Iris-versicolor
+21,6.179366488803307,3.054000000000006,4.899492521527196,1.6654275429893854,Iris-versicolor
+22,6.179369149546893,3.0540000000060394,4.904794001638652,1.6654509205041466,Iris-versicolor
+23,6.1877779879601515,3.0540000002922425,5.538463552136721,1.6680242930725602,Iris-virginica
diff --git a/iris/lct_gan/0/1/test.csv b/iris/lct_gan/0/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/1/train.csv b/iris/lct_gan/0/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/1/val.csv b/iris/lct_gan/0/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/synth.csv b/iris/lct_gan/0/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771e69e94e946b80d8fa786cc674750efd504452
--- /dev/null
+++ b/iris/lct_gan/0/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716174369,3.054000000000013,4.899491296192063,1.665427489220158,Iris-versicolor
+1,6.179366490561451,3.724942294571608,1.5100234327275515,0.2714915072750359,Iris-setosa
+2,5.108947716184315,3.0540000002903103,4.899491295344049,1.6654293103519848,Iris-versicolor
+3,6.179375331730484,3.0551868993191342,4.900315594967224,1.6724090319344462,Iris-setosa
+4,5.108947716173778,3.054000000000002,4.899491297432079,1.6654274837969698,Iris-versicolor
+5,6.1793664886235495,3.0540000000000003,4.899491313965965,1.6654274782988394,Iris-versicolor
+6,6.18003799459347,3.0540000000005496,6.070042551260892,1.6656363218958252,Iris-virginica
+7,6.179366490870641,3.0541578875067095,1.510022775463557,0.2616831802913312,Iris-setosa
+8,6.179442052768565,3.054000000007875,4.997047858445154,1.6655766786209074,Iris-virginica
+9,6.196855931404938,3.054001750320488,4.955090858263889,1.6821005358585028,Iris-virginica
+10,5.108947716247376,3.0541963961374785,1.510022385413574,0.2625544330789741,Iris-setosa
+11,6.179366489631961,3.090709411766056,1.5100224944508511,0.26506055870613304,Iris-setosa
+12,6.17936648862318,3.0540000000000007,4.899491300231244,1.6654274819635002,Iris-versicolor
+13,6.179366488693778,3.0540000000000123,4.899491567058113,1.6654275389792812,Iris-versicolor
+14,6.179366490341842,3.5339226607709313,1.5100229149839215,0.27309500200520653,Iris-setosa
+15,6.17936648863127,3.0540000000000007,4.899491372969634,1.6654274864529965,Iris-versicolor
+16,6.179366577654315,3.0695642237067635,1.5100624668402967,0.2624597363746492,Iris-setosa
+17,6.179366488625149,3.0540000000000003,4.899491334767221,1.665427479604218,Iris-versicolor
+18,6.179366488632969,3.0540000000000007,4.899491401133307,1.6654274867256649,Iris-versicolor
+19,6.179366488623548,3.0540000000000003,4.899491312797866,1.6654274787838976,Iris-versicolor
+20,6.179444331692655,3.0540075755007585,4.900885108818188,1.6710054770798137,Iris-virginica
+21,5.108947716208107,3.4340740936864917,1.5100223837757438,0.3318009381018955,Iris-setosa
+22,5.1089477162129935,3.3096755865765064,1.5100223838059768,0.3141541049616773,Iris-setosa
+23,6.1793664886230335,3.0540000000000007,4.8994912996751125,1.6654274812964152,Iris-versicolor
+24,6.179399224863025,3.0676609927475424,1.5109487469825933,1.694608224557668,Iris-setosa
+25,5.10894771617476,3.05400000000001,4.899491297727911,1.6654274894680268,Iris-versicolor
+26,6.179366488964994,3.0540000000000243,4.899492684062816,1.665427624450759,Iris-versicolor
+27,6.17937543785617,3.16542781061405,1.5105689284258257,0.2734989020350242,Iris-setosa
+28,5.10894771617357,3.0540000000000007,4.899491297633654,1.6654274819829347,Iris-versicolor
+29,6.179366489017766,3.0540000000000034,4.899495975271494,1.6654275504639227,Iris-versicolor
+30,6.179366491063392,3.736657298719871,1.5100239720308464,0.26978986786564696,Iris-setosa
+31,6.1793664917904305,3.397678270145758,1.5100233958020615,0.2691440497255842,Iris-setosa
+0,6.179366492093473,3.054000000000287,4.899500305749477,1.6654280952453555,Iris-versicolor
+1,6.1793665029731715,3.054000029215564,4.8994933712573125,1.6654501232573489,Iris-versicolor
+2,5.108947716349129,3.1113240808524494,1.5100223966423199,0.2714968419798493,Iris-setosa
+3,6.179366489340542,3.770223567531751,1.5100226793853924,0.2760296474667776,Iris-setosa
+4,6.179367048797448,3.054122907261162,4.899630088953362,1.6664376624676758,Iris-setosa
+5,6.179366542142365,3.054000000000011,4.900006796469623,1.665428355449549,Iris-versicolor
+6,6.179366488625776,3.0540000000000007,4.899491331707244,1.6654274827037898,Iris-versicolor
+7,5.10894771619153,3.441736680073943,1.510022382665749,0.3620276981661786,Iris-setosa
+8,5.108947716174283,3.0540000000000056,4.899491297326514,1.6654274868201162,Iris-versicolor
+9,6.188827065950988,3.054003437857964,4.930571908545049,1.6815743419095255,Iris-virginica
+10,5.108947716238762,3.0540000000065834,4.899491322439391,1.665428395192606,Iris-versicolor
+11,6.185057764330637,3.0540000000769574,5.676383814085857,1.6671155514725817,Iris-virginica
+12,6.180015143477979,3.054007441053494,4.903723843454059,1.671416685393157,Iris-virginica
+13,6.179366490154073,3.7816511058790145,1.5100233879704668,0.27050154466906656,Iris-setosa
+14,6.179366488630161,3.0540000000000007,4.899491416263427,1.6654274812728618,Iris-versicolor
+15,6.1793664886238755,3.0540000000000003,4.899491320309735,1.6654274785627232,Iris-versicolor
+16,6.179366488681821,3.0540000000000025,4.899491797088028,1.6654275158839977,Iris-versicolor
+17,6.179366497424325,3.1850671856421977,1.5100251354752938,0.2644218450427773,Iris-setosa
+18,6.1793665319752025,3.054000000000003,4.900135109497318,1.665428009266845,Iris-versicolor
+19,6.179366491663032,3.054141690413301,1.5100228332128778,0.26167092625446,Iris-setosa
+20,6.179366488644837,3.0540000000000256,4.899491334577232,1.6654275270695207,Iris-versicolor
+21,6.179366488633712,3.0540000000000003,4.899491594884293,1.6654274795392514,Iris-versicolor
+22,6.179366488622856,3.0540000000000003,4.899491303233279,1.6654274784036485,Iris-versicolor
+23,6.179366488634189,3.0540000000000007,4.899491448869153,1.6654274858455496,Iris-versicolor
+24,6.1793664891505085,3.6930160233061478,1.5100225158034088,0.28150982603639274,Iris-setosa
+25,6.179880669592579,3.0540000000031102,5.469196052988158,1.665700384942328,Iris-virginica
+26,5.108947716178235,3.056457651081023,1.5100223821077983,0.2734912651332707,Iris-setosa
+27,5.108947716176936,3.0540113226185586,1.5100223821005196,0.262376747047433,Iris-setosa
+28,6.180313494186603,3.0540119759447077,4.903539806040736,1.6783395882787255,Iris-virginica
+29,6.179366488631856,3.054000000000004,4.899491330474116,1.6654274953109596,Iris-versicolor
+30,5.108947716231075,3.5512999684413566,1.510022387554711,0.318263942433428,Iris-setosa
+31,6.17936767426769,3.054000000049645,4.900507661480636,1.6654539808762676,Iris-versicolor
+0,6.179366737603405,3.3291290876602084,1.5101453147670245,0.2653460841451842,Iris-setosa
+1,6.189807703320402,3.05400001651903,5.081306009606995,1.6715472832252476,Iris-virginica
+2,5.108947716209913,3.4272824050348643,1.5100223839399132,0.33024000227870026,Iris-setosa
+3,5.108947716173528,3.054000000083478,4.899491293751255,1.6654275558854936,Iris-versicolor
+4,6.1835066229856634,3.054023835480549,4.911222050333818,1.6826670284505736,Iris-virginica
+5,6.17936652184217,3.4655453910771263,1.5100465260902192,0.26605879816934647,Iris-setosa
+6,6.179494953122715,3.0540000152089317,4.908488137308051,1.6663599668004319,Iris-virginica
+7,6.179366493985201,3.054000000000121,4.899514312486177,1.665428448674685,Iris-versicolor
+8,5.108947716182882,3.0540000003592964,4.89949129534997,1.6654295047707022,Iris-versicolor
+9,6.179366489593832,3.138505266705823,1.5100224858975377,0.26778375488348793,Iris-setosa
+10,6.179391372048373,3.0540378782183466,4.900367591092262,1.6694772081776907,Iris-versicolor
+11,6.182029883661385,3.0540168394968426,4.908488865049979,1.680349168868855,Iris-virginica
+12,6.179366488624458,3.0540000000000003,4.8994913399319495,1.6654274782161456,Iris-versicolor
+13,6.179366488625309,3.0540000000000007,4.899491315980825,1.6654274827960485,Iris-versicolor
+14,5.1089477161736045,3.054000000000127,4.89949129417491,1.6654274919726362,Iris-versicolor
+15,6.17936648980936,3.054000000000009,4.899500846587995,1.6654276788935096,Iris-versicolor
+16,6.1804326670077705,3.0540000853134335,4.917587571458158,1.6701087902643474,Iris-virginica
+17,5.108947716173353,3.054000000059502,4.899491293732559,1.665427515230516,Iris-versicolor
+18,6.179366492162108,3.072919857272544,1.5100230349895385,0.26326648082508913,Iris-setosa
+19,6.179366488689406,3.0540000000000025,4.899491796463315,1.6654275044772497,Iris-versicolor
+20,5.108947716176901,3.054000006518476,4.899491293923895,1.6654378642583976,Iris-versicolor
+21,6.179366531013757,3.054000000002806,4.899552121257351,1.6654309091220358,Iris-versicolor
+22,6.179366489021645,3.7182990011242425,1.5100224777055213,0.28349919451219907,Iris-setosa
+23,6.188937618246844,3.0540000000632825,6.019585744229468,1.6674897349079896,Iris-virginica
+24,6.179368547529833,3.0540000000036645,4.903801027090707,1.665447028026789,Iris-versicolor
+25,5.108947716236176,3.471288164416701,1.5100223872002494,0.3130617151272029,Iris-setosa
+26,6.17961678052737,3.0540000000282337,5.044885569959777,1.6657734325543223,Iris-virginica
+27,6.179366495722835,3.360383781115305,1.5100254112473657,0.26640772027262655,Iris-setosa
+28,6.179367995454313,3.209251830304224,1.5102735977058315,0.26821091695935767,Iris-setosa
+29,5.10894771617508,3.0540000000000322,4.899491296808465,1.665427497758188,Iris-versicolor
+30,6.179366488625627,3.054000000000001,4.899491312611889,1.6654274846160093,Iris-versicolor
+31,5.1089477161757655,3.054000000000005,4.899491302996458,1.665427490148126,Iris-versicolor
+0,6.184416857524697,3.054013339597936,4.914965081896833,1.6820692323462851,Iris-virginica
+1,6.183664133741058,3.054000004053942,5.065090650004925,1.6686187981808114,Iris-virginica
+2,6.179366493104195,3.0540000000000407,4.899520844268912,1.6654279868381054,Iris-versicolor
+3,6.179366488627453,3.0540000000000007,4.899491359765345,1.6654274814626673,Iris-versicolor
+4,6.179366536843766,3.3265924080350615,1.510059856573084,0.2642048764224816,Iris-setosa
+5,6.179366489766087,3.0540000000000003,4.899526288067755,1.6654275050379466,Iris-versicolor
+6,5.108947716443065,3.054318775636943,1.5100224040438401,0.26226202233116985,Iris-setosa
+7,6.17936648862439,3.0540000000000007,4.899491315058099,1.6654274826604458,Iris-versicolor
+8,5.108947716174618,3.245504513391897,1.5100223820644991,0.4123453627839988,Iris-setosa
+9,6.1807603417859,3.054201220438587,4.905369667390734,1.6936668581734708,Iris-virginica
+10,5.108947716219434,3.0551528507973016,1.5100223836580575,0.2642895012018785,Iris-setosa
+11,6.181491009455434,3.0540004293202365,4.921510180181605,1.6711373999563464,Iris-virginica
+12,6.179568294331816,3.054014286718002,4.901511382533442,1.6720241381309633,Iris-virginica
+13,6.179366488624992,3.054000000000001,4.899491311163389,1.6654274846039725,Iris-versicolor
+14,6.1793664887728035,3.0540000000000314,4.8994916689549095,1.6654275930232174,Iris-versicolor
+15,6.182102380990349,3.054001465876911,4.9177781491687025,1.67393853942074,Iris-virginica
+16,6.179394177336802,3.054000000000742,5.020906987773636,1.6654733072257721,Iris-virginica
+17,6.1795059596108075,3.059709527056777,4.902919601466474,1.6980040642776704,Iris-virginica
+18,6.179366496342384,3.0540000000000074,4.899567158250588,1.6654278243914684,Iris-versicolor
+19,6.179366543288487,3.0540232060397328,4.899509261503274,1.6658215887078984,Iris-setosa
+20,6.179366506236287,3.5759311510418446,1.5100349596570615,0.2669564208732346,Iris-setosa
+21,6.179366488623218,3.0540000000000003,4.899491316892081,1.665427477083848,Iris-versicolor
+22,5.1089477161778,3.054000000000568,4.899491297092311,1.665427567714865,Iris-versicolor
+23,5.1089477162326205,3.0766434940730196,1.510022385038967,0.27124380641646,Iris-setosa
diff --git a/iris/lct_gan/0/10/test.csv b/iris/lct_gan/0/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/10/train.csv b/iris/lct_gan/0/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/10/val.csv b/iris/lct_gan/0/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/synth.csv b/iris/lct_gan/0/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ac37de83c670d35b03e4306007a5b9205c5fd43
--- /dev/null
+++ b/iris/lct_gan/0/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490925264,3.054000002612155,4.8994918189484284,1.665435822720975,Iris-versicolor
+1,6.179366488627372,3.0540000000000003,4.899491422529181,1.6654274783898178,Iris-versicolor
+2,6.192295006227978,3.0540062610359087,4.9297663552931414,1.6879125290695038,Iris-virginica
+3,6.179366933804864,3.106926955276635,1.5101588336730607,0.26469219487452567,Iris-setosa
+4,6.179366488623229,3.0540000000000003,4.899491312987656,1.6654274776070401,Iris-versicolor
+5,6.1827252782806355,3.0540024290098184,4.918134569181012,1.6752633269289863,Iris-virginica
+6,6.179366489118214,3.6743006602146897,1.5100224990825657,0.2818634145129062,Iris-setosa
+7,6.179399598931983,3.05400000000136,5.006101512078074,1.6654875234437865,Iris-virginica
+8,6.179366488624163,3.0540000000000007,4.89949131221365,1.6654274803044644,Iris-versicolor
+9,6.179366488623176,3.0540000000000007,4.899491303270052,1.6654274811243885,Iris-versicolor
+10,6.179384933197555,3.0540004641350644,4.900399989873679,1.6663717183622468,Iris-versicolor
+11,5.108947716174459,3.054000001684586,4.899491293783389,1.6654291100094554,Iris-versicolor
+12,6.179366496885111,3.5169380169598643,1.510026774491546,0.2675288132683018,Iris-setosa
+13,6.179388750414741,3.0853143664354947,1.5108333739476458,0.2728992629935572,Iris-setosa
+14,6.179366492661274,3.055657982471726,1.5100230889955242,0.2620236001271402,Iris-setosa
+15,6.179366488772322,3.0540000000000087,4.899492067691399,1.6654275432174277,Iris-versicolor
+16,6.1793664914750766,3.128886180606779,1.5100229611577125,0.2643806308264084,Iris-setosa
+17,5.108947716177785,3.21181945886843,1.5100223821043026,0.35661478885026077,Iris-setosa
+18,6.179371797836711,3.055743882721934,4.900177718357284,1.6700288088036788,Iris-setosa
+19,6.179366488835378,3.054000000000003,4.899493607290005,1.6654275441882118,Iris-versicolor
+20,6.179367180333768,3.296280530283208,1.5102164825759952,0.2665265309590833,Iris-setosa
+21,6.179369081652497,3.054000000000007,4.949736081566388,1.6654312598403715,Iris-versicolor
+22,6.179366502538719,3.0541570936568236,1.510025080512601,0.26163228232607016,Iris-setosa
+23,5.1089477161733745,3.054001210620939,1.510022382059074,0.2615587785089083,Iris-setosa
+24,5.108947716173689,3.0540000411560135,1.5100223820679914,0.26153444263949593,Iris-setosa
+25,6.179781547669358,3.0548240959477186,4.903704026752137,1.693379330462676,Iris-virginica
+26,6.179366493558918,3.054000000000001,4.899592729150678,1.6654276092820994,Iris-versicolor
+27,6.179366542451944,3.0540000000000154,4.899996375777792,1.665428747525839,Iris-versicolor
+28,5.108947716278966,3.054000251273642,4.8994913041744885,1.6655064583388046,Iris-versicolor
+29,6.179366800903313,3.0622955351758505,1.5101326832209963,0.26328437232284635,Iris-setosa
+30,5.1089477161739305,3.054000000000035,4.899491294771826,1.6654274891767042,Iris-versicolor
+31,6.179366498240752,3.0540000000000007,4.899753513014595,1.6654276037214502,Iris-versicolor
+0,6.179366488676373,3.0540000000000003,4.899493052848654,1.6654274836547591,Iris-versicolor
+1,5.108947716545922,3.054000243287635,4.899491353306509,1.6654724713815492,Iris-versicolor
+2,6.179366488624191,3.0540000000000003,4.899491336828936,1.6654274778153315,Iris-versicolor
+3,6.179366488634261,3.054000000000001,4.899491400979252,1.6654274874365487,Iris-versicolor
+4,6.179366497292222,3.0540028036198392,4.899493455334038,1.6655136847046,Iris-versicolor
+5,6.1793870608202885,3.0540000000003307,5.030411100371514,1.6654639418157848,Iris-virginica
+6,5.10894771622331,3.0540237733464544,1.5100223836904232,0.26195308269795553,Iris-setosa
+7,6.188130536499394,3.054011904207742,4.917764332233879,1.6899657419171523,Iris-virginica
+8,6.179366499464649,3.0540000000477288,4.899496578950715,1.6654323149621135,Iris-versicolor
+9,5.108947716225875,3.0540048929007906,1.5100223837561992,0.261765101583145,Iris-setosa
+10,6.185135607450234,3.0540000000070755,6.504779514052841,1.6665367348252718,Iris-virginica
+11,6.179366488624949,3.0540000000000003,4.8994913332220165,1.6654274798410764,Iris-versicolor
+12,5.1089477161759085,3.064478354639004,1.5100223820745726,0.29498238557967105,Iris-setosa
+13,5.108947716173721,3.1714119418886932,1.5100223820570884,0.39075923545648017,Iris-setosa
+14,5.108947716226933,3.3963854983159583,1.5100223852080428,0.3162260194816447,Iris-setosa
+15,6.192939639801721,3.0540000298806786,5.0711817451981,1.6732755310645933,Iris-virginica
+16,6.179366529436675,3.0540000000000007,4.900591460260143,1.6654276797811605,Iris-versicolor
+17,5.108947716204121,3.483523337416701,1.5100223836613635,0.339487058929263,Iris-setosa
+18,6.179366525769592,3.054000238147395,4.8994966871520065,1.6654728408481843,Iris-versicolor
+19,6.179367309012609,3.1514273825117334,1.5101964481481231,0.26711382005436374,Iris-setosa
+20,6.179394860236784,3.054000000000083,5.197644825943761,1.6654537416512494,Iris-virginica
+21,6.179374469871448,3.0540000005471732,4.90283263591523,1.6655577470076581,Iris-versicolor
+22,6.179368785955187,3.2235487719102824,1.5103236086808627,0.2691666848840816,Iris-setosa
+23,5.108947716176113,3.1188663295736085,1.5100223820774088,0.3335882434318048,Iris-setosa
+24,6.182162881968436,3.0540405695313315,4.906567294928522,1.6848065841141409,Iris-virginica
+25,6.179366490346907,3.6936186196277054,1.510023156527887,0.2727201844801011,Iris-setosa
+26,5.108947716173793,3.054000218838332,1.5100223820664138,0.2615479272522441,Iris-setosa
+27,6.179370233525715,3.058748619570351,1.5103477459229062,0.26579527988112917,Iris-setosa
+28,6.179366489073931,3.054000000000001,4.899499859213043,1.665427526150086,Iris-versicolor
+29,6.1793664894068465,3.0540000000000007,4.899510353859676,1.6654275373204932,Iris-versicolor
+30,5.108947716173582,3.054000000000023,4.8994912944730205,1.6654274852196396,Iris-versicolor
+31,6.179366488650821,3.0540000000000016,4.899491557076479,1.6654274939400873,Iris-versicolor
+0,6.179366488660809,3.0540000000000003,4.899492388165081,1.665427483366698,Iris-versicolor
+1,6.179366499748693,3.2383974623924527,1.5100272602374523,0.2642619448453973,Iris-setosa
+2,5.108947716175312,3.246735310067826,1.5100223820719303,0.39671428340232456,Iris-setosa
+3,5.10894771619237,3.054880760154415,1.5100223824073045,0.266423770684897,Iris-setosa
+4,6.17936844579147,3.075346539693091,1.510284899197661,0.26563837765493475,Iris-setosa
+5,6.179371746642769,3.0540000000000065,5.012929072722328,1.6654325978884243,Iris-versicolor
+6,6.179366489114984,3.71371690959408,1.5100225154454563,0.2807709380566851,Iris-setosa
+7,5.108947716182682,3.054000040474925,4.899491294237945,1.6654667035007409,Iris-versicolor
+8,6.179366496709586,3.06040408031692,1.5100246708859655,0.2620663270037634,Iris-setosa
+9,5.1089477162305075,3.55091029257778,1.5100223873796503,0.31854778098863623,Iris-setosa
+10,6.179457824466428,3.0540000000076537,5.017993706295379,1.6655742191804903,Iris-virginica
+11,6.188890435295821,3.0540171804993705,4.919253076475678,1.6906350031453785,Iris-virginica
+12,6.182273976843479,3.05400551298321,4.911027709626882,1.6775862966390087,Iris-virginica
+13,6.179366488622968,3.0540000000000003,4.8994913077072955,1.6654274775677846,Iris-versicolor
+14,6.179366491142516,3.0541078656565928,1.5100226072945182,0.2617424933305943,Iris-setosa
+15,6.179366488624931,3.0540000000000007,4.8994913232290545,1.6654274810575451,Iris-versicolor
+16,6.179366491808436,3.655673030861422,1.510024084307441,0.2699982865088378,Iris-setosa
+17,6.186428281709171,3.054010770389822,4.919188636530386,1.6827668933266713,Iris-virginica
+18,5.108947716314895,3.1978908907767174,1.5100223956824435,0.27620356750587044,Iris-setosa
+19,5.10894771618224,3.4229457670546775,1.5100223822573688,0.38799953829387424,Iris-setosa
+20,6.179366565666449,3.471322474851014,1.5100719114311278,0.26634059924665954,Iris-setosa
+21,6.179366489401206,3.7352448009901567,1.5100226784070556,0.2761242966598212,Iris-setosa
+22,6.180225940590217,3.0540092379859516,4.903555311008527,1.6763131071525297,Iris-virginica
+23,5.108947716173941,3.054000000000003,4.899491296839203,1.6654274841943892,Iris-versicolor
+24,6.179366533880013,3.4715757847692066,1.5100538212095453,0.26583095273261226,Iris-setosa
+25,6.179366501346679,3.0540000000000638,4.8995596483432635,1.6654285913738804,Iris-versicolor
+26,6.179438631582823,3.0577516387964985,4.9016918076187475,1.6931744848725365,Iris-virginica
+27,6.179378253907293,3.0591365977822305,4.900566432015362,1.6765771617153071,Iris-setosa
+28,6.179366488624326,3.0540000000000003,4.899491318496658,1.665427479491951,Iris-versicolor
+29,5.108947716209074,3.054000000319701,4.899491302867881,1.665430587494948,Iris-versicolor
+30,6.179366642096372,3.0540000000000025,4.902506898510972,1.6654282493465071,Iris-versicolor
+31,6.179366488627826,3.0540000000000007,4.899491337549168,1.6654274852539555,Iris-versicolor
+0,5.10894771617333,3.0540000000000007,4.899491296115738,1.665427482140092,Iris-versicolor
+1,6.179366804937707,3.054110176269524,4.899576824220397,1.666399348230552,Iris-setosa
+2,5.10894771617474,3.064368797745205,1.5100223820653018,0.2985188408535508,Iris-setosa
+3,6.179366488626015,3.0540000000000003,4.899491418268682,1.6654274773116562,Iris-versicolor
+4,5.108947716226817,3.306179245133972,1.5100223849073688,0.30357336613384095,Iris-setosa
+5,5.108947716191217,3.2964556113808237,1.5100223825374415,0.3312957242317134,Iris-setosa
+6,6.179374039196904,3.0943240913647743,1.5105092066263552,0.271033039278499,Iris-setosa
+7,5.108947716173835,3.054001201055604,1.5100223820647352,0.261604020598578,Iris-setosa
+8,5.108947716382122,3.058689151853672,1.510022402504715,0.2641713131092261,Iris-setosa
+9,6.179366527625996,3.054000000006035,4.899538877796089,1.6654332774272542,Iris-versicolor
+10,6.179366506330069,3.0545376608925694,1.5100272270782773,0.2617199567533386,Iris-setosa
+11,6.179366489213104,3.0540000000000007,4.899504261437817,1.665427521186899,Iris-versicolor
+12,6.179366488911807,3.547528035905194,1.5100224134578475,0.2922935509797718,Iris-setosa
+13,6.179442703394083,3.0542194597928005,4.90113029990609,1.674706548882502,Iris-virginica
+14,6.179409133232303,3.0540000001266967,4.920443827985678,1.6656440485051511,Iris-virginica
+15,5.108947716239862,3.4224262679261326,1.5100223866376938,0.31297937070262455,Iris-setosa
+16,6.179366489670179,3.4043403416010927,1.5100225347859288,0.2783588987679011,Iris-setosa
+17,5.108947716173726,3.0540000000000007,4.899491299388938,1.665427482751785,Iris-versicolor
+18,6.1793664887022555,3.0540000000000145,4.899491570482366,1.665427555806368,Iris-versicolor
+19,6.179366499173358,3.294839646593574,1.5100278840712382,0.26477254774566933,Iris-setosa
+20,6.179366488656709,3.05400000000005,4.8994913413582255,1.665427552725366,Iris-versicolor
+21,6.179366489269841,3.278880915678762,1.5100224473296862,0.27456132970601393,Iris-setosa
+22,6.179366488623781,3.0540000000000003,4.899491324308537,1.6654274774194182,Iris-versicolor
+23,6.1793664904467125,3.0540000000000007,4.899534154392625,1.6654275437890986,Iris-versicolor
diff --git a/iris/lct_gan/0/11/test.csv b/iris/lct_gan/0/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/11/train.csv b/iris/lct_gan/0/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/11/val.csv b/iris/lct_gan/0/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/synth.csv b/iris/lct_gan/0/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad5aa1e0b316428db23b83a2da2cf60698e0c17a
--- /dev/null
+++ b/iris/lct_gan/0/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491887459,3.6951779928052066,1.5100245352928257,0.2688861125661149,Iris-setosa
+1,6.179366488623497,3.0540000000000007,4.899491309435181,1.6654274799760684,Iris-versicolor
+2,6.179366490742497,3.054000000000259,4.899497918553907,1.66542821641088,Iris-versicolor
+3,6.1793664899067995,3.3396083237257694,1.510022592195176,0.27270515336683265,Iris-setosa
+4,6.179366488635996,3.0540000000000007,4.899491460092244,1.6654274838203464,Iris-versicolor
+5,6.179366488624709,3.0540000000000007,4.899491309587242,1.6654274822208963,Iris-versicolor
+6,5.108947716191057,3.0540000000038194,4.899491301202431,1.6654278530072282,Iris-versicolor
+7,6.188134500656486,3.0540000177773123,5.053839406478575,1.6714612748311333,Iris-virginica
+8,6.179366801543685,3.054000000001246,4.900196140937048,1.6654347619728311,Iris-versicolor
+9,6.179366488622899,3.0540000000000007,4.899491299224405,1.6654274808158405,Iris-versicolor
+10,6.179366524386923,3.0583891074114895,1.5100387582334016,0.2619489236873344,Iris-setosa
+11,6.179367957040559,3.2554021463821203,1.510277133114027,0.26954499117470887,Iris-setosa
+12,6.179366488623338,3.0540000000000007,4.899491302736712,1.6654274809798084,Iris-versicolor
+13,6.179366488964714,3.53770685439323,1.510022419100431,0.29233994737947344,Iris-setosa
+14,5.108947716297381,3.5179801577642404,1.510022399163961,0.2988813379286679,Iris-setosa
+15,6.179369415862622,3.0559958185806444,4.90002400432226,1.6711312457794825,Iris-setosa
+16,6.179366654509471,3.068143877658389,1.5101012252396828,0.263003581116953,Iris-setosa
+17,6.193236127518606,3.0540049773146305,4.935876670377323,1.6844455831172565,Iris-virginica
+18,6.179371334238523,3.056912024056374,4.900179153810649,1.6724634953801132,Iris-setosa
+19,6.1794687531101795,3.054053766963389,4.9011466325728446,1.6733996741480275,Iris-virginica
+20,6.179366498936291,3.0540000201750943,4.899493343454701,1.6654467464382767,Iris-versicolor
+21,6.188239932176078,3.054007577285968,4.925000009926055,1.6828279293842892,Iris-virginica
+22,6.179366488622972,3.0540000000000003,4.899491309073408,1.6654274773579196,Iris-versicolor
+23,6.179366496300735,3.1944649089072508,1.5100246925186465,0.2643728783667644,Iris-setosa
+24,6.179380076169918,3.0540086644848436,4.900099222528071,1.667068610172483,Iris-versicolor
+25,6.179366488624057,3.0540000000000003,4.899491351193238,1.6654274770364719,Iris-versicolor
+26,6.179923782676816,3.054000000021993,5.179416177286966,1.6658951520992533,Iris-virginica
+27,6.179366489284724,3.4916608605818253,1.5100224854266295,0.28095552003801283,Iris-setosa
+28,6.183331136876364,3.054000721572533,4.927849903597189,1.6748220051556513,Iris-virginica
+29,5.108947716181715,3.055115714465174,1.510022382211311,0.26698804415805993,Iris-setosa
+30,6.1793694812731506,3.0540000000000127,4.950094114961447,1.6654327643740716,Iris-versicolor
+31,6.17936649580407,3.05413537065532,1.5100237316946423,0.2616966943805881,Iris-setosa
+0,6.179440209510246,3.0540000000023766,5.055568452512044,1.6655422440463117,Iris-virginica
+1,6.17937211048145,3.0540032108663353,4.899927758253804,1.6667486398761782,Iris-versicolor
+2,6.179366488624046,3.0540000000000003,4.899491323380622,1.6654274787846077,Iris-versicolor
+3,5.108947716197015,3.427770787793552,1.5100223829645554,0.3470905545581146,Iris-setosa
+4,5.108947716174455,3.054000000000008,4.899491297445462,1.6654274892217698,Iris-versicolor
+5,6.179366489442359,3.0540000000000904,4.899494212044606,1.6654277546531584,Iris-versicolor
+6,5.108947716267988,3.054000028892656,4.899491303520675,1.6654493762104627,Iris-versicolor
+7,6.18626280150606,3.05400022107316,4.95820755103698,1.6736402824796646,Iris-virginica
+8,6.179366488680861,3.0540000000000003,4.899493405156475,1.6654274816464958,Iris-versicolor
+9,6.179366490325616,3.7451034870008897,1.510023385900619,0.2711402053139394,Iris-setosa
+10,6.179368772873217,3.0540000007807606,4.900327172688599,1.6655096925251929,Iris-versicolor
+11,6.179366563457585,3.2189114539753403,1.5100767012195477,0.2636566524281651,Iris-setosa
+12,5.108947716174463,3.054000000000003,4.899491299706815,1.6654274846013184,Iris-versicolor
+13,6.179366491796436,3.0540000000000007,4.899570865436416,1.6654275584988734,Iris-versicolor
+14,5.108947716187769,3.054000000005936,4.899491298278574,1.6654278285471724,Iris-versicolor
+15,6.179366493830973,3.6451250451343133,1.5100256476581206,0.26870291279903824,Iris-setosa
+16,6.179366488628157,3.0540000000000003,4.899491376836449,1.6654274807984444,Iris-versicolor
+17,5.108947716174262,3.054000000000002,4.899491299517283,1.6654274838622771,Iris-versicolor
+18,6.179366488626947,3.0540000000000007,4.899491352047375,1.6654274804451064,Iris-versicolor
+19,6.179366518362572,3.516503521159572,1.510043100457777,0.26612210037106715,Iris-setosa
+20,6.179366488748096,3.054000000000056,4.899491543112172,1.665427603435291,Iris-versicolor
+21,6.179366488645174,3.0540000000000007,4.899491693325968,1.6654274854902884,Iris-versicolor
+22,6.179366488632824,3.0540000000000003,4.899491466043352,1.665427481299718,Iris-versicolor
+23,6.179366488668454,3.0540000000000003,4.899492359746441,1.6654274850342077,Iris-versicolor
+24,6.179366489017492,3.557674548337107,1.5100224347500955,0.2873296678900016,Iris-setosa
+25,6.179368011757329,3.1993704381014143,1.5102699597474458,0.2684968792408382,Iris-setosa
+26,6.179366500122667,3.3515054153065833,1.5100274345639733,0.26580896051656233,Iris-setosa
+27,6.179366501002795,3.476469993065562,1.510029998608384,0.26663750797800856,Iris-setosa
+28,6.179366605156464,3.054000000000003,4.901661066580289,1.6654282672462362,Iris-versicolor
+29,6.17961366437902,3.0540154277852403,4.901872654028327,1.672624678533205,Iris-virginica
+30,5.108947716182717,3.0540000000000305,4.899491315464783,1.6654275259448945,Iris-versicolor
+31,5.108947716273693,3.5707341505868198,1.5100223966024753,0.3021821820515487,Iris-setosa
+0,5.1089477161746,3.054000278219713,1.5100223820786949,0.26157646352744407,Iris-setosa
+1,6.1793664898774,3.6508795128711693,1.51002280188955,0.2756992930335964,Iris-setosa
+2,6.179366488623569,3.0540000000000003,4.89949131792878,1.6654274778382518,Iris-versicolor
+3,6.183542609598168,3.0540000000021377,6.761811046764624,1.6661733529592515,Iris-virginica
+4,6.179370256179592,3.054006452811509,4.8998782884377725,1.6669851519485428,Iris-versicolor
+5,6.179430996192553,3.0540000000000647,5.4973673666932354,1.665463310855896,Iris-virginica
+6,5.108947716175068,3.0540114984345745,1.5100223820732581,0.2622728008580617,Iris-setosa
+7,6.179389871695678,3.054000000002596,4.962116446007059,1.6654921455953657,Iris-virginica
+8,6.179366752805846,3.059702473229452,1.5101123435750807,0.26264965408755675,Iris-setosa
+9,6.179590202382633,3.054000002108765,4.924634231668458,1.6663638634262004,Iris-virginica
+10,6.179366489468179,3.429007508943874,1.5100225200914117,0.27700575358023316,Iris-setosa
+11,6.179366514580808,3.323765660991899,1.510041037574608,0.2646727322375009,Iris-setosa
+12,6.179366489138728,3.532974281213476,1.5100224517859755,0.28636286614692336,Iris-setosa
+13,5.108947716325357,3.4883996177383705,1.5100224059607283,0.29148255935681444,Iris-setosa
+14,6.179366494201631,3.3213023675734767,1.5100239707468686,0.2677419483162521,Iris-setosa
+15,5.108947716177853,3.0540194430775105,1.5100223821107521,0.26259573046342094,Iris-setosa
+16,6.179366488721658,3.0540000000000003,4.8994946611151935,1.6654274848932509,Iris-versicolor
+17,5.108947716173617,3.054000000000069,4.899491294181023,1.66542748837359,Iris-versicolor
+18,5.108947716174164,3.054000000412041,4.899491293810016,1.6654279367069953,Iris-versicolor
+19,6.1793664886358135,3.0540000000000003,4.8994917275156595,1.6654274790655974,Iris-versicolor
+20,6.179366488625831,3.0540000000000007,4.899491337615432,1.6654274804042337,Iris-versicolor
+21,5.108947716173336,3.0540000000000007,4.899491296360126,1.665427481542743,Iris-versicolor
+22,6.179366488640953,3.0540000000000016,4.8994914452906295,1.6654274921051833,Iris-versicolor
+23,6.179366488684552,3.0540000000000007,4.899492302496661,1.665427493690076,Iris-versicolor
+24,5.108947716173348,3.054000001116674,4.899491293695521,1.6654277152551051,Iris-versicolor
+25,6.179551007986375,3.054000000937013,4.927582582334535,1.6661319803429642,Iris-virginica
+26,6.180251299936173,3.0540000424967233,4.926490118977098,1.668099852212697,Iris-virginica
+27,6.1793666709802615,3.054000829445989,4.899515195525478,1.6655786229192007,Iris-versicolor
+28,6.179366488626032,3.0540000000000003,4.89949135224951,1.66542747998029,Iris-versicolor
+29,6.179366489303855,3.0540000000000127,4.899496637902113,1.6654276214613848,Iris-versicolor
+30,5.108947716212847,3.434819753185357,1.5100223842236062,0.32617760365456827,Iris-setosa
+31,6.179366622181265,3.054000000000012,4.901042545837478,1.66542897172631,Iris-versicolor
+0,5.108947716175093,3.054000000004353,4.899491294367226,1.6654276112244764,Iris-versicolor
+1,6.179538557238502,3.054000000000098,5.874617526048426,1.6654921152629,Iris-virginica
+2,6.179366489087402,3.3342330996258416,1.5100224276738174,0.2787812634178086,Iris-setosa
+3,6.179641792743781,3.0543437030541303,4.902647462724225,1.6866316234116354,Iris-virginica
+4,6.179366488624376,3.0540000000000003,4.89949134379221,1.6654274774778859,Iris-versicolor
+5,5.108947716174883,3.0540000000001433,4.899491295370007,1.665427509359525,Iris-versicolor
+6,6.179366489536163,3.0540013524062513,4.899491463095613,1.6654842501438116,Iris-setosa
+7,6.179366488735105,3.0540000000000016,4.899492750268301,1.6654275053330139,Iris-versicolor
+8,6.1892297520838415,3.0540146839054985,4.919784639190892,1.6905956784038325,Iris-virginica
+9,6.179366488828329,3.0540000000000007,4.899496737895026,1.6654274952584607,Iris-versicolor
+10,5.108947716175673,3.054905606120141,1.5100223820734904,0.271346309812363,Iris-setosa
+11,5.108947716173207,3.05400000001554,4.89949129371629,1.6654274885674056,Iris-versicolor
+12,6.179366488623791,3.0540000000000007,4.899491306871995,1.6654274805120897,Iris-versicolor
+13,5.108947716339947,3.0540000005588186,4.899491332966241,1.665432431786314,Iris-versicolor
+14,6.179368156068687,3.0550669783180675,4.899900422252211,1.6683676294611216,Iris-setosa
+15,6.1793669916054474,3.0540000000008827,4.900913349953689,1.6654350992008666,Iris-versicolor
+16,6.179366791929352,3.0970636713586015,1.5101289885655427,0.26465516874493533,Iris-setosa
+17,6.179366488679415,3.054000000000007,4.899491536158395,1.6654275227036064,Iris-versicolor
+18,6.179510241572372,3.054031111455225,4.90132644208697,1.6725099979555096,Iris-virginica
+19,6.1793664886250275,3.0540000000000003,4.899491337746234,1.6654274787492498,Iris-versicolor
+20,5.1089477162130015,3.128667219760776,1.5100223833906614,0.2849410851728301,Iris-setosa
+21,6.179366488630294,3.0540000000000016,4.899491337376662,1.6654274898248684,Iris-versicolor
+22,5.108947716211371,3.4968705857775038,1.510022384459236,0.3311449546011629,Iris-setosa
+23,6.179366489581848,3.4958507519071476,1.5100225802012683,0.2770598996393069,Iris-setosa
diff --git a/iris/lct_gan/0/12/test.csv b/iris/lct_gan/0/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/12/train.csv b/iris/lct_gan/0/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/12/val.csv b/iris/lct_gan/0/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/synth.csv b/iris/lct_gan/0/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..412524effdf46333acb3d2763dd333b661c0175d
--- /dev/null
+++ b/iris/lct_gan/0/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488648989,3.054000000000013,4.8994913506352535,1.665427524321646,Iris-versicolor
+1,6.179366488635114,3.0540000000000016,4.8994913732607355,1.665427491746851,Iris-versicolor
+2,6.1793665027373725,3.0540000000000007,4.899881837303334,1.6654275988519913,Iris-versicolor
+3,6.179366489817352,3.8034029424071605,1.5100231687526322,0.2708105266797302,Iris-setosa
+4,5.108947716194574,3.423513769597495,1.510022382809975,0.351178127254009,Iris-setosa
+5,6.179543955165017,3.0540000024731815,4.921468516760804,1.6662118519950098,Iris-virginica
+6,5.1089477162042,3.4601918814637793,1.5100223835859836,0.33807075752738713,Iris-setosa
+7,5.108947716176829,3.0540000000001646,4.899491297329289,1.6654275251183412,Iris-versicolor
+8,6.179414796181975,3.0560254594665937,4.901250939057351,1.6868976649293288,Iris-virginica
+9,5.108947716173557,3.0540001082747916,1.5100223820646093,0.26153561012903714,Iris-setosa
+10,5.1089477161733,3.0540000000310146,4.899491293732118,1.6654275022942973,Iris-versicolor
+11,6.179366489154069,3.767713496524206,1.5100225696613,0.2782251921279703,Iris-setosa
+12,6.179409456134894,3.0556928078764862,4.90111701617316,1.6850123024636237,Iris-virginica
+13,6.179366489550055,3.709869040751345,1.510022728486367,0.27566507296321835,Iris-setosa
+14,6.17937413771422,3.1801023344283474,1.5105368113450954,0.2722792499198771,Iris-setosa
+15,6.179366489335342,3.6819962948658223,1.5100225989596647,0.27771000480909164,Iris-setosa
+16,6.179376078819911,3.054000000150316,4.907044617028926,1.6655137596308878,Iris-versicolor
+17,5.1089477161826204,3.4106779579283453,1.5100223822598524,0.3840201949900348,Iris-setosa
+18,6.179366500669787,3.5889962656286016,1.5100309820971924,0.2671917161535538,Iris-setosa
+19,5.108947716414748,3.2293581955867827,1.5100224113895906,0.2769634254156692,Iris-setosa
+20,5.108947716217071,3.054034565859982,1.5100223835587394,0.2621413140404034,Iris-setosa
+21,5.108947716173702,3.0540367780639275,1.5100223820592114,0.2628851523875948,Iris-setosa
+22,6.179366493275795,3.661116850071391,1.5100253273066027,0.26891878763309723,Iris-setosa
+23,5.108947716343831,3.4682704174708134,1.5100224057159488,0.29477898577061395,Iris-setosa
+24,6.179366488627545,3.0540000000000003,4.899491374109642,1.665427480341821,Iris-versicolor
+25,5.108947716184904,3.054522926428932,1.5100223823220054,0.2646278345433648,Iris-setosa
+26,5.10894771617335,3.0540000000000007,4.899491296362533,1.6654274817564239,Iris-versicolor
+27,6.182920813152772,3.0540000224271107,4.975924407170661,1.669642875437782,Iris-virginica
+28,6.179374289129277,3.0540000000001735,4.969750998190166,1.6654456327206315,Iris-virginica
+29,6.181292730837213,3.0540000002557024,5.162791656315582,1.666822348073194,Iris-virginica
+30,6.1793667143280935,3.071736070012997,1.5101115161896503,0.2627858507293353,Iris-setosa
+31,6.181474315341363,3.0540000000532808,5.3924344034762,1.666457671597155,Iris-virginica
+0,6.179381921572878,3.0540000000000136,5.194974690000605,1.6654383626419937,Iris-virginica
+1,6.1793675338546405,3.054499682325168,4.899796227059064,1.6672868361013662,Iris-setosa
+2,6.179366488623753,3.0540000000000003,4.899491311911346,1.6654274791477293,Iris-versicolor
+3,5.108947716212596,3.28883434176262,1.510022383721842,0.31224465102110677,Iris-setosa
+4,6.179366488627224,3.0540000000000016,4.899491321208713,1.6654274881480726,Iris-versicolor
+5,6.179565681263131,3.054590852671047,4.9023118603521185,1.6903095030621884,Iris-virginica
+6,6.179366491634002,3.056554536964965,1.5100227549087593,0.262324865008258,Iris-setosa
+7,6.179366490098272,3.1064014189798907,1.5100225839652828,0.26483342379174346,Iris-setosa
+8,6.181138041911898,3.0540049473205952,4.907928355246601,1.6763101104068971,Iris-virginica
+9,6.179366537654831,3.0561298630336173,1.510039429329014,0.2619650327653029,Iris-setosa
+10,6.17936655130113,3.054000000071038,4.899537735468803,1.6654363297327555,Iris-versicolor
+11,6.179366524302435,3.0540000000000007,4.900526316023254,1.6654276492980855,Iris-versicolor
+12,6.179368257413186,3.055337088166068,4.899904472612864,1.6702114104498482,Iris-setosa
+13,6.179368997098835,3.054683947615837,4.899961061192032,1.6699566732048066,Iris-setosa
+14,6.179366988266489,3.2907456802362556,1.510183048781553,0.26648614468979753,Iris-setosa
+15,6.179459681194453,3.0540000220004653,4.905666144449495,1.66642267170442,Iris-virginica
+16,6.179626339759992,3.054000002501118,4.930515018042874,1.6662961998013412,Iris-virginica
+17,6.179366509536117,3.2962808136276354,1.5100338478036772,0.26463461474857614,Iris-setosa
+18,6.17936648862454,3.0540000000000003,4.899491340688708,1.665427477714125,Iris-versicolor
+19,6.179366530812264,3.054000235739529,4.899499166811497,1.6654919039233587,Iris-versicolor
+20,6.179430719091323,3.0540000000001437,5.331351182288731,1.6654737081495954,Iris-virginica
+21,6.179368483921314,3.1877791137957585,1.5102916451309536,0.2691546138449845,Iris-setosa
+22,6.179370975567746,3.1454763445782934,1.5104171640796853,0.27008520321751084,Iris-setosa
+23,6.192401476543571,3.054000000766298,5.508001034818229,1.6691130322128218,Iris-virginica
+24,5.108947716183578,3.0540000000000695,4.899491316215649,1.6654275469748714,Iris-versicolor
+25,6.179397811867343,3.054257580887681,4.900648494591014,1.6718262505535124,Iris-virginica
+26,6.1793975607904805,3.054122097110922,4.900564133296699,1.6715748538560316,Iris-virginica
+27,6.17973111366594,3.0540000030506937,4.932626882907551,1.6665213819076716,Iris-virginica
+28,6.19841459670055,3.0540018841121532,4.95656173179037,1.6833712326790449,Iris-virginica
+29,5.108947716173273,3.0557790015330686,1.5100223820557621,0.2696473616510351,Iris-setosa
+30,6.179366488622803,3.0540000000000007,4.899491299813005,1.6654274802452695,Iris-versicolor
+31,6.179366489292849,3.689535780978813,1.5100225697984173,0.2797076934530154,Iris-setosa
+0,6.179370378592975,3.0540000000002276,4.929701819983172,1.6654427743350109,Iris-versicolor
+1,6.179366774945966,3.425993703061387,1.5101404624018644,0.2668375321525319,Iris-setosa
+2,6.179366488625967,3.0540000000000003,4.899491356375973,1.6654274800865752,Iris-versicolor
+3,6.179366537825998,3.4256435923833237,1.5100591253876694,0.26509725048324856,Iris-setosa
+4,6.179378690538493,3.0540000435665267,4.900780914797558,1.665824374349767,Iris-versicolor
+5,6.179366488622978,3.0540000000000007,4.899491299202845,1.6654274810699616,Iris-versicolor
+6,5.108947716181885,3.054000780409768,1.510022382204903,0.261669083780505,Iris-setosa
+7,6.179366488622611,3.0540000000000007,4.8994912966192725,1.6654274822769362,Iris-versicolor
+8,5.108947716173224,3.0540000000000123,4.899491293942387,1.665427478572072,Iris-versicolor
+9,6.179366489167405,3.7562908007907945,1.5100225634479432,0.2790307534634972,Iris-setosa
+10,6.179366489417076,3.0540090325563676,1.5100224667318407,0.2615874125063081,Iris-setosa
+11,5.1089477161734775,3.054000000000002,4.899491295529902,1.6654274815614332,Iris-versicolor
+12,5.108947716295914,3.5786898439052366,1.5100224017242883,0.2997306462332304,Iris-setosa
+13,6.194599224477512,3.0540003722557807,4.976757056497965,1.6785929087172446,Iris-virginica
+14,6.17936712128444,3.0541709483163926,4.899666367555345,1.6669017840592733,Iris-setosa
+15,6.179974371083492,3.054322997881453,4.903848891560613,1.6895885239097432,Iris-virginica
+16,6.1793664898039085,3.110505962455895,1.5100225115149308,0.2658164869009149,Iris-setosa
+17,6.1793819346776555,3.060078512739978,4.900660400617017,1.6855676123168204,Iris-setosa
+18,6.179366494364248,3.625280425706312,1.510025771992224,0.2689613375792023,Iris-setosa
+19,6.179378852704669,3.0809194915159854,1.5106334919769597,0.2713053168174808,Iris-setosa
+20,6.179366517347006,3.054000345661092,4.899496603255624,1.6654924762638461,Iris-versicolor
+21,5.108947716177878,3.3131719280190404,1.5100223821146603,0.3917475238731729,Iris-setosa
+22,6.1793744763128595,3.136603735813167,1.5105310186036556,0.2728059564375873,Iris-setosa
+23,6.179366488623238,3.0540000000000007,4.899491303222808,1.6654274811714227,Iris-versicolor
+24,6.179368808845144,3.0540181144681573,4.899810021300808,1.6665853608771681,Iris-versicolor
+25,5.108947716213403,3.5274549378342837,1.5100223848363696,0.33146109410701646,Iris-setosa
+26,6.179366493181895,3.1462873149676995,1.5100235112116338,0.264359032701969,Iris-setosa
+27,6.179366550709769,3.456351972023599,1.5100669136489022,0.2656202662424844,Iris-setosa
+28,6.179366488790471,3.0540000000000043,4.899492544751477,1.6654275305421058,Iris-versicolor
+29,6.184219871475461,3.0540000001831826,5.4451164780446515,1.6672598386777113,Iris-virginica
+30,6.179366523499443,3.446637328016378,1.5100496933371517,0.26517368110676726,Iris-setosa
+31,6.179366530849779,3.156226747700626,1.5100558409105707,0.26287236774585393,Iris-setosa
+0,6.179366488625189,3.0540000000000003,4.899491349935231,1.6654274784575058,Iris-versicolor
+1,6.179402194647459,3.0540000000737635,4.923190843492861,1.6655729368691392,Iris-virginica
+2,6.185116250288493,3.0540000014208926,5.190216661684126,1.6682964402351725,Iris-virginica
+3,6.1795816014872536,3.0540000067705577,4.913635784269952,1.6666844291564495,Iris-virginica
+4,5.1089477162088,3.054302772915196,1.5100223830632322,0.26334440586042307,Iris-setosa
+5,6.179366489725229,3.0540000000000003,4.899525594698272,1.66542749374725,Iris-versicolor
+6,5.108947716207784,3.0540000010263513,4.899491300466809,1.6654325290310195,Iris-versicolor
+7,6.179523666561874,3.0596615661826867,4.90329770365451,1.7020180720994897,Iris-virginica
+8,6.1793665073781705,3.055592162446667,1.5100276681633198,0.2618277270991409,Iris-setosa
+9,6.179366578090446,3.0540071732862186,4.899526800213206,1.6658108654676422,Iris-versicolor
+10,5.108947716174399,3.0540000000027936,4.899491294129509,1.665427560492727,Iris-versicolor
+11,6.186637537751855,3.05400007891588,4.983120775855233,1.6729675326610547,Iris-virginica
+12,6.179376112059122,3.0659864819179585,1.5105593763301324,0.2685310963242595,Iris-setosa
+13,6.179366495923323,3.210894004451019,1.5100244633264535,0.2651874491106863,Iris-setosa
+14,6.179366488677642,3.0540000000000007,4.899492621533562,1.6654274875836235,Iris-versicolor
+15,6.179366575448022,3.4348470057675664,1.5100799242273457,0.265829199388981,Iris-setosa
+16,6.179810943504678,3.054003925834094,4.902854687824503,1.671362853678435,Iris-virginica
+17,6.179366488645699,3.0540000000000003,4.899492022143359,1.6654274807572003,Iris-versicolor
+18,5.10894771618374,3.054001254958063,1.5100223823590402,0.26169306793502706,Iris-setosa
+19,5.108947716173353,3.0609178920305427,1.5100223820557532,0.2926101594378402,Iris-setosa
+20,6.179366489687336,3.695177374599183,1.5100227774570882,0.275346006239718,Iris-setosa
+21,6.179366526298561,3.370585880572178,1.5100491761324384,0.2649593311141457,Iris-setosa
+22,6.179366492049288,3.706796196193599,1.5100245779102472,0.2695680527212869,Iris-setosa
+23,6.1802319149744385,3.054000000015561,5.326983642624941,1.6659223079144547,Iris-virginica
diff --git a/iris/lct_gan/0/13/test.csv b/iris/lct_gan/0/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/13/train.csv b/iris/lct_gan/0/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/13/val.csv b/iris/lct_gan/0/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/synth.csv b/iris/lct_gan/0/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..899f9f67a054a1dd193e2c3ef39baf2a0638af97
--- /dev/null
+++ b/iris/lct_gan/0/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366864507428,3.14965060688258,1.5101494791625212,0.2647808208692175,Iris-setosa
+1,6.179366497173383,3.5437828407795546,1.5100271832483934,0.2679374901887538,Iris-setosa
+2,5.108947716173831,3.054000000000001,4.8994912986495365,1.6654274827946318,Iris-versicolor
+3,6.179366489351064,3.7799117317142925,1.510022704455592,0.27533088477100687,Iris-setosa
+4,6.179366488976613,3.6493791783689273,1.5100224425573348,0.287603646500871,Iris-setosa
+5,6.179539341085032,3.0540000006984838,4.9313185733266085,1.6659929098630886,Iris-virginica
+6,6.179366489705896,3.1819706818247546,1.5100225251533694,0.26726485403058947,Iris-setosa
+7,6.1793664921945926,3.0540000000000016,4.8995534213583385,1.6654276529714562,Iris-versicolor
+8,6.179614110486129,3.054006541826331,4.901917261051884,1.6748865811904181,Iris-virginica
+9,6.179366488740888,3.054000000000001,4.899493244383161,1.6654275027335737,Iris-versicolor
+10,6.18506332049489,3.0540058908112853,4.91478134542942,1.6858260094414628,Iris-virginica
+11,6.179366488652256,3.054000000000005,4.899491404204543,1.665427509804063,Iris-versicolor
+12,5.108947716173604,3.054000000000133,4.899491294050392,1.6654274889519662,Iris-versicolor
+13,6.1794064083753995,3.057445020280624,4.901180555625754,1.6805139931413002,Iris-setosa
+14,6.1793666658649204,3.209750168755751,1.5101211788308635,0.264047137848388,Iris-setosa
+15,6.1793843411895,3.0601319416785455,4.9007821410544326,1.6821458524599882,Iris-setosa
+16,6.179367713427472,3.0640318633879766,1.510239976939732,0.2636432484596039,Iris-setosa
+17,6.179366492684298,3.054000000118196,4.899492959715841,1.6654310318597925,Iris-versicolor
+18,6.179370677374142,3.141769929001346,1.5104000919183918,0.2701027157451263,Iris-setosa
+19,6.1806464275209025,3.0542130871844426,4.905025971137,1.702539290504548,Iris-virginica
+20,5.108947716260345,3.1367409260332497,1.5100223871403018,0.27718684231560387,Iris-setosa
+21,6.179367707150057,3.0541950739347556,4.899823859853905,1.6676421072700298,Iris-setosa
+22,6.179827907426838,3.054651463777073,4.903714385935705,1.6928261609090276,Iris-virginica
+23,6.1793664887571405,3.0540000000000007,4.899494592922975,1.6654274942648462,Iris-versicolor
+24,6.179366528916494,3.4303898948885196,1.5100553100949121,0.26546524953275885,Iris-setosa
+25,6.1793665214063935,3.555652499468069,1.5100470799572656,0.2666322744563561,Iris-setosa
+26,6.179366492262748,3.6715836447407257,1.5100244636877318,0.2699053376409426,Iris-setosa
+27,6.1793664931712975,3.720626958940653,1.5100258298907523,0.26780792421766264,Iris-setosa
+28,6.179557915478691,3.0545715376569667,4.9023000968845825,1.6872834343469751,Iris-virginica
+29,6.17940428164048,3.0540000000633416,4.926540096321795,1.6656060475590637,Iris-virginica
+30,6.179366488650139,3.0540000000000003,4.899491962234663,1.6654274846747819,Iris-versicolor
+31,6.179366488662589,3.054000000000001,4.899491659181219,1.6654274960001911,Iris-versicolor
+0,5.108947716240927,3.0540000153033287,4.899491299891393,1.6654460507797488,Iris-versicolor
+1,6.179366488622872,3.0540000000000007,4.899491299485908,1.6654274808242446,Iris-versicolor
+2,6.179366505731189,3.5405452443165046,1.5100350378531815,0.2665353738446377,Iris-setosa
+3,6.179832581050227,3.054000767088055,4.906335206224326,1.6688916360060162,Iris-virginica
+4,6.181063819414675,3.054000000430518,5.093938608930929,1.6669603413172238,Iris-virginica
+5,6.18047206221323,3.054000093794849,4.9218690906190306,1.6687966330927735,Iris-virginica
+6,6.180390874379659,3.0540000040049855,4.965042490718615,1.667238850039002,Iris-virginica
+7,6.179366625970354,3.484906624911798,1.510095895542437,0.2662679979017359,Iris-setosa
+8,5.108947716176888,3.054000000001883,4.899491295649612,1.6654276357664892,Iris-versicolor
+9,6.179366895785017,3.0689858130859697,1.5101520965352713,0.263360442831388,Iris-setosa
+10,6.1793664886229465,3.0540000000000003,4.899491313332763,1.665427476807174,Iris-versicolor
+11,6.1793673320160964,3.0540000000000043,4.916899701345623,1.6654294436015578,Iris-versicolor
+12,5.108947716354033,3.4353186969636154,1.510022406761772,0.29200055441506856,Iris-setosa
+13,5.108947716226112,3.0540000000142005,4.899491316297784,1.6654284845360747,Iris-versicolor
+14,5.108947716196954,3.1582360138721963,1.5100223827052897,0.29374550469780286,Iris-setosa
+15,5.108947716176306,3.054000000002571,4.89949129486576,1.665427592353484,Iris-versicolor
+16,6.179366488699745,3.0540000000000003,4.899493721266284,1.6654274839228955,Iris-versicolor
+17,6.1937397274542105,3.0540000000987955,6.125052749643347,1.6681508360402724,Iris-virginica
+18,6.179366490785168,3.0540000000000007,4.899544747740569,1.6654275559896794,Iris-versicolor
+19,6.179366488633437,3.0540000000000105,4.89949131827833,1.6654275064536668,Iris-versicolor
+20,6.179367048373414,3.054088774382482,4.899673739826328,1.6672058697277004,Iris-versicolor
+21,6.179366488896489,3.0540000000000003,4.899500584829785,1.6654274919710959,Iris-versicolor
+22,6.179366488623487,3.0540000000000003,4.899491309369532,1.6654274796421074,Iris-versicolor
+23,5.108947716229053,3.44718454338165,1.5100223857597148,0.3198672990168474,Iris-setosa
+24,6.17936648890538,3.0540000000000007,4.899499352164528,1.665427500325586,Iris-versicolor
+25,6.179366751342597,3.1143237066342686,1.5101250809168012,0.264467558176115,Iris-setosa
+26,5.108947716220508,3.059254799498414,1.5100223837104623,0.2681773502857758,Iris-setosa
+27,6.179366495740708,3.3859986582923494,1.5100250772284904,0.2673156472306749,Iris-setosa
+28,6.179366499344177,3.6236647442634897,1.5100299837107605,0.26700615519714066,Iris-setosa
+29,6.1793664906636545,3.47709602969885,1.5100229824117615,0.2723672389460351,Iris-setosa
+30,6.179366488625455,3.054000000000001,4.899491312471039,1.6654274831605476,Iris-versicolor
+31,6.17936764840383,3.0920984788435093,1.510232605002184,0.2647851284342674,Iris-setosa
+0,6.179366488622861,3.0540000000000007,4.899491302213495,1.6654274795825244,Iris-versicolor
+1,6.179872041834041,3.054024954540423,4.9026339580696385,1.673937428487819,Iris-virginica
+2,6.179366489129631,3.054000000000004,4.8994974125523365,1.665427601999343,Iris-versicolor
+3,5.108947716173384,3.0540000068853943,4.899491293688767,0.26153123812158885,Iris-versicolor
+4,6.179366510900248,3.0861049682243507,1.5100312482987934,0.26257065972169474,Iris-setosa
+5,5.108947716243495,3.310987728861714,1.5100223865645592,0.29863369531574924,Iris-setosa
+6,6.179366899236783,3.2003092483447952,1.5101633479938745,0.26527477316559056,Iris-setosa
+7,6.179366546143561,3.0547844269229114,1.5100378439235622,0.26179859129591854,Iris-setosa
+8,6.1793664893464895,3.5306956768446205,1.5100225112923826,0.28073047972706694,Iris-setosa
+9,6.17936648942678,3.0540000000000003,4.899516510366891,1.6654275002867933,Iris-versicolor
+10,6.179440229619489,3.054003835740757,4.900770447742469,1.6696966149825918,Iris-virginica
+11,6.179366488854646,3.054000000000005,4.899493167769396,1.6654275583509772,Iris-versicolor
+12,6.179366488624574,3.0540000000000003,4.899491334169754,1.665427478432127,Iris-versicolor
+13,5.108947716173822,3.0540000025127463,4.899491293718467,1.6654284290046826,Iris-versicolor
+14,6.179366488623367,3.0540000000000007,4.899491302078949,1.665427481266426,Iris-versicolor
+15,6.179366552841762,3.4662292557322103,1.5100656971808815,0.26642477952955024,Iris-setosa
+16,6.179366737873294,3.3782230432369067,1.5101363805970387,0.2665343706005284,Iris-setosa
+17,5.1089477162058845,3.0540000000006446,4.899491328055287,1.6654277824528323,Iris-versicolor
+18,6.179366488624117,3.0540000000000003,4.899491341988398,1.665427477330851,Iris-versicolor
+19,6.1793664926468015,3.2870935766343448,1.510023700568507,0.2665225011810142,Iris-setosa
+20,6.198128937560512,3.054002385504475,4.952168696927089,1.6836122007180374,Iris-virginica
+21,6.199511227844207,3.0540047722246375,4.946004374168048,1.6864963587640476,Iris-virginica
+22,6.179366516570172,3.0540000000000007,4.9001460459498585,1.6654277304798841,Iris-versicolor
+23,6.179775602174472,3.05400000000617,5.278809034279958,1.6657109287877168,Iris-virginica
+24,6.179366508961016,3.5290875169084193,1.510036606060512,0.2667166473979593,Iris-setosa
+25,6.179366496021487,3.054000000000001,4.899627255591588,1.6654276556111345,Iris-versicolor
+26,6.179366673138285,3.068733937598941,1.510106194366108,0.262800333456007,Iris-setosa
+27,6.179381461624325,3.0540000003654053,4.9063763615546305,1.6655808928836664,Iris-versicolor
+28,5.108947716182277,3.0540000056452636,4.899491294779717,1.665437234490938,Iris-versicolor
+29,5.108947716189389,3.054000419583092,1.5100223825310073,0.2616178520811626,Iris-setosa
+30,6.179366488623425,3.0540000000000007,4.899491308670826,1.6654274797588962,Iris-versicolor
+31,5.108947716176273,3.0540000000000025,4.899491312658058,1.6654274885992395,Iris-versicolor
+0,5.108947716300203,3.538420882350551,1.510022401792989,0.2967809368018663,Iris-setosa
+1,5.108947716866006,3.0540116625213476,1.5100224765327426,0.2616048643088589,Iris-setosa
+2,6.179366490803922,3.677353722179679,1.5100234309684708,0.27192215326262276,Iris-setosa
+3,6.179366634290752,3.054001050833192,4.899516799899086,1.6655797891005408,Iris-versicolor
+4,6.179394896136031,3.055161825752167,4.900755474901763,1.6751023240374037,Iris-setosa
+5,5.108947716177605,3.0540001944955932,1.5100223821497951,0.2615716187856362,Iris-setosa
+6,5.1089477165102,3.1954389955318563,1.5100224284105144,0.27163895540964433,Iris-setosa
+7,6.179366491883836,3.7301608292031236,1.5100245768008074,0.26920460654065226,Iris-setosa
+8,6.179366528070408,3.0540000000000016,4.900201778396538,1.6654278603723152,Iris-versicolor
+9,5.108947716178805,3.138636513132574,1.5100223821151912,0.3236034741690283,Iris-setosa
+10,6.179366490292488,3.0540000000000007,4.899531795008445,1.6654275551990392,Iris-versicolor
+11,6.179366580508539,3.4761288206162573,1.5100782672416053,0.2664324164313038,Iris-setosa
+12,6.179366500496337,3.264148048670982,1.5100275536013308,0.2645530788558619,Iris-setosa
+13,6.179366488622885,3.0540000000000007,4.899491301322715,1.6654274801407132,Iris-versicolor
+14,5.108947716181599,3.0541154039415104,1.5100223821891208,0.2635362265448282,Iris-setosa
+15,6.184977502698736,3.0540053285029147,4.915673991646035,1.68411719069329,Iris-virginica
+16,6.179366574371021,3.493509863281409,1.5100748658656118,0.26658528514573315,Iris-setosa
+17,5.1089477161741375,3.0540000000000074,4.899491296628586,1.6654274863353131,Iris-versicolor
+18,5.108947716173538,3.054000000000004,4.8994912952421,1.6654274825337327,Iris-versicolor
+19,6.179366496046424,3.321490534031927,1.5100256259926326,0.2659781253204575,Iris-setosa
+20,6.186640851441383,3.0540000006079526,5.355607103718784,1.6681998386225725,Iris-virginica
+21,6.17936652890097,3.0540000000000016,4.900345553546317,1.665427878959961,Iris-versicolor
+22,5.108947716174029,3.054000109217067,1.5100223820716503,0.2615442414627941,Iris-setosa
+23,6.183595085179961,3.0540001881312153,4.943998729921117,1.6724599268547613,Iris-virginica
diff --git a/iris/lct_gan/0/14/test.csv b/iris/lct_gan/0/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/14/train.csv b/iris/lct_gan/0/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/14/val.csv b/iris/lct_gan/0/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/synth.csv b/iris/lct_gan/0/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d30b6c2641276ebb4f946b4ff0f1904e939edb2
--- /dev/null
+++ b/iris/lct_gan/0/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716180657,3.0540014332232395,1.5100223821999288,0.26172128619413054,Iris-setosa
+1,6.179384402960607,3.1747319143043957,1.5107904317149572,0.27686740520946246,Iris-setosa
+2,6.202819100114973,3.0540010319619317,4.976696667206456,1.6829490765377537,Iris-virginica
+3,6.179366488625856,3.0540000000000007,4.899491330663317,1.6654274815430234,Iris-versicolor
+4,5.108947716193698,3.054838143935022,1.5100223825061003,0.2654682880145458,Iris-setosa
+5,6.1793664891122715,3.5084235684304006,1.5100224460398133,0.2866088047009976,Iris-setosa
+6,6.179366490639869,3.065877660753724,1.5100226520495024,0.2632051711102271,Iris-setosa
+7,6.179366596363819,3.054013546874044,4.899519335896621,1.6656898886857738,Iris-versicolor
+8,6.179366906371033,3.054091944644144,4.899615988513812,1.6662944047311312,Iris-setosa
+9,6.1793676866706075,3.30537521668304,1.510271320656321,0.26824924409531153,Iris-setosa
+10,6.182064101009088,3.0540000244866192,4.963303795655758,1.6696173880101404,Iris-virginica
+11,6.179366489610367,3.0540000000000025,4.899506064221681,1.6654275908579816,Iris-versicolor
+12,6.179373074264379,3.0812791779477693,1.5104853896840185,0.2681082634688763,Iris-setosa
+13,6.179366488626732,3.0540000000000003,4.899491445306243,1.665427477548018,Iris-versicolor
+14,6.179366492311781,3.054000000000001,4.8995657874199825,1.6654276236118346,Iris-versicolor
+15,6.179366490434838,3.1241287568328033,1.510022626445512,0.26619690160966103,Iris-setosa
+16,6.183271336736989,3.054000000133122,5.424001174978383,1.6669952189624762,Iris-virginica
+17,5.108947716321735,3.4471118526567017,1.5100224013551444,0.2935511762764941,Iris-setosa
+18,6.179366491420417,3.0540000000000007,4.8995552085117025,1.6654275603682545,Iris-versicolor
+19,5.108947716173784,3.074734784584896,1.5100223820578327,0.3216859494712317,Iris-setosa
+20,6.179366489967699,3.6589455044476398,1.5100229070950144,0.27326611505166304,Iris-setosa
+21,6.179371274881329,3.073258663151914,1.5104156500240722,0.2664414747511161,Iris-setosa
+22,6.17936648898978,3.7376299943809235,1.510022473938794,0.28340816551077574,Iris-setosa
+23,5.1089477161773305,3.071746326759291,1.5100223820921668,0.29871783490135384,Iris-setosa
+24,6.179366690376794,3.054067756924702,4.8995479431839986,1.6660720433401757,Iris-setosa
+25,5.1089477161734935,3.054000000000003,4.899491295236391,1.6654274817559307,Iris-versicolor
+26,5.108947716384851,3.054000126834748,4.8994913236239155,1.6654587864627945,Iris-versicolor
+27,6.179366488623914,3.0540000000000007,4.899491305736345,1.6654274821680195,Iris-versicolor
+28,6.1793671855707775,3.054000000856313,4.899720059432419,1.6655053747369646,Iris-versicolor
+29,6.179824649075855,3.054000176364191,4.909740257551705,1.6682688076140053,Iris-virginica
+30,6.179792675815103,3.054000169341426,4.908868740083013,1.6684476645516284,Iris-virginica
+31,6.179366496899686,3.5796856707750075,1.5100274012203583,0.2674513749202386,Iris-setosa
+0,5.10894771627835,3.457606775700113,1.5100223932488512,0.3012485698787585,Iris-setosa
+1,6.1793665139378176,3.4161803779176396,1.510040202750768,0.26494398562367594,Iris-setosa
+2,6.179366673120327,3.054000000000001,4.903939360200418,1.6654280560719779,Iris-versicolor
+3,6.179366488658482,3.0540000000000007,4.899491980008336,1.6654274867215546,Iris-versicolor
+4,6.1793664886229,3.0540000000000003,4.899491307828506,1.6654274771550532,Iris-versicolor
+5,6.179366581139166,3.1865959189836515,1.5100916885713278,0.26401960501419147,Iris-setosa
+6,6.1793664886230255,3.0540000000000003,4.899491320102481,1.6654274766930846,Iris-versicolor
+7,6.179641911961309,3.0541001836493393,4.902312915421578,1.678854440434556,Iris-virginica
+8,6.1793664886280535,3.0540000000000003,4.899491404503493,1.6654274791948842,Iris-versicolor
+9,6.179412085282259,3.057843080563397,4.901369095697984,1.6874192781152488,Iris-setosa
+10,6.184124533009373,3.054000000430184,5.290039428898998,1.667591808599322,Iris-virginica
+11,6.179376991160392,3.0554971106544238,4.90037658067881,1.675603906172903,Iris-setosa
+12,5.108947716173323,3.0540000000000025,4.899491294648457,1.6654274800823743,Iris-versicolor
+13,6.179366504414756,3.0540000000000007,4.899916540397294,1.665427616345059,Iris-versicolor
+14,5.108947716223819,3.0558342812661676,1.5100223840331917,0.2646673019500704,Iris-setosa
+15,6.179366732736006,3.054000000000001,4.906001782778776,1.6654280448671668,Iris-versicolor
+16,5.108947716239287,3.1143636195606708,1.5100223851678238,0.2773664017291019,Iris-setosa
+17,6.179409659697407,3.054015926697449,4.900646912573081,1.66896118146723,Iris-versicolor
+18,6.179366489959516,3.2275820768015295,1.5100225595649654,0.270629126554115,Iris-setosa
+19,5.108947716290808,3.3626368329685157,1.5100223931381422,0.2941092533078118,Iris-setosa
+20,6.179366490040329,3.6503236941387347,1.5100229323236734,0.27364786455672135,Iris-setosa
+21,5.10894771617881,3.054000000000701,4.899491297567477,1.6654276159765444,Iris-versicolor
+22,6.179366488624969,3.0540000000000003,4.899491329538052,1.6654274802254239,Iris-versicolor
+23,6.179366561966618,3.4944474242334507,1.5100701784929529,0.26641642986523456,Iris-setosa
+24,6.179368362127835,3.062265012058388,1.5102769157741989,0.26452282565077573,Iris-setosa
+25,6.1810012943530355,3.0540047181070844,4.907636740223063,1.676358475956443,Iris-virginica
+26,6.1793675653218,3.054000000000005,4.920472252913146,1.6654298909116305,Iris-versicolor
+27,6.1793665067493775,3.054274443453109,1.510027031685598,0.26167069424025835,Iris-setosa
+28,5.108947716196161,3.0557408623266835,1.510022382575816,0.267212676749405,Iris-setosa
+29,6.180496797235817,3.0540000087880967,4.946895564900806,1.6678103567150657,Iris-virginica
+30,5.1089477161775925,3.062064455720881,1.5100223820963887,0.28585847966377,Iris-setosa
+31,5.108947716198329,3.446805711882071,1.510022383095284,0.34572734930000343,Iris-setosa
+0,6.1793664892452265,3.0540000000000007,4.899510256154545,1.6654275096723248,Iris-versicolor
+1,6.179388273080298,3.0628542259904363,4.900942910267999,1.6870915088577665,Iris-setosa
+2,6.179366488623609,3.0540000000000003,4.899491317518132,1.6654274790380743,Iris-versicolor
+3,6.179366488738433,3.0540000000000003,4.899494931993993,1.665427486525308,Iris-versicolor
+4,5.108947716193614,3.054000000215822,4.899491298071397,1.665429835283458,Iris-versicolor
+5,6.179366495762711,3.590813997406822,1.5100265178820207,0.26853867124665975,Iris-setosa
+6,6.179366489547901,3.2886704398905984,1.5100225020894913,0.273460589087115,Iris-setosa
+7,6.179367586192476,3.054000138998146,4.899612953442553,1.665712133012086,Iris-versicolor
+8,5.108947716242726,3.0565481013436644,1.5100223858158281,0.26469323097515957,Iris-setosa
+9,6.179366652496764,3.057143950526042,1.5100762626862574,0.2625234123193373,Iris-setosa
+10,5.108947716214138,3.3630117491632783,1.5100223839280773,0.32172708584003945,Iris-setosa
+11,6.179366489301368,3.261435077294756,1.5100224541024767,0.2733690373682548,Iris-setosa
+12,6.179550294968826,3.0540000000029304,5.18892255362343,1.6656034483853894,Iris-virginica
+13,6.1796620612050015,3.055148497194074,4.903139009795206,1.6975815247747985,Iris-virginica
+14,6.179744091186656,3.0540000000019734,5.44636906338653,1.665654547692994,Iris-virginica
+15,6.1793686741940315,3.0550052861061454,4.899945481622876,1.6682995819648923,Iris-setosa
+16,6.179366519075397,3.0540000000592338,4.899513807496437,1.6654381146239061,Iris-versicolor
+17,6.181425887229495,3.054000000006442,5.906717589336871,1.666060196345797,Iris-virginica
+18,5.108947716178792,3.0540000001783443,4.899491294575381,1.6654284007644442,Iris-versicolor
+19,6.179394268533745,3.0541137736168156,4.900511421252608,1.6710569005497125,Iris-versicolor
+20,6.179368976903466,3.055348125618829,4.9000049373958054,1.669238181824321,Iris-setosa
+21,6.179366883389673,3.054000012994283,4.899581216907023,1.665601300451746,Iris-versicolor
+22,5.108947716242952,3.1492430094839627,1.5100223857222046,0.28137733508787244,Iris-setosa
+23,6.179366488623831,3.0540000000000003,4.899491313718008,1.6654274791977501,Iris-versicolor
+24,6.179366488635093,3.054000000000006,4.89949132581325,1.6654275001128211,Iris-versicolor
+25,6.180009566746959,3.0540000001767456,5.037871419724547,1.6661676595809685,Iris-virginica
+26,6.1793664906001355,3.267177064997509,1.5100227487388242,0.26873363140932804,Iris-setosa
+27,6.179366488939105,3.054000000001784,4.899491458547853,1.665428423969318,Iris-versicolor
+28,6.179366952548344,3.0540000000000296,4.903812649074581,1.6654305910764173,Iris-versicolor
+29,6.1793931300194265,3.1034062687520967,1.510944281888431,0.27704763668823656,Iris-setosa
+30,6.1793665306198955,3.0540000000000007,4.900677648432926,1.6654276938018606,Iris-versicolor
+31,6.179366489978838,3.0540000000000105,4.899502129613447,1.6654276626062257,Iris-versicolor
+0,5.108947716174104,3.054000000000006,4.8994912965439905,1.6654274856870601,Iris-versicolor
+1,6.179366488634242,3.0540000000000016,4.899491361107643,1.6654274912886926,Iris-versicolor
+2,5.10894771618064,3.054000000000012,4.899491319081657,1.665427505348338,Iris-versicolor
+3,6.179366490639219,3.0540000000000007,4.899539092464324,1.6654275662079498,Iris-versicolor
+4,6.179366488628495,3.0540000000000003,4.899491417773657,1.6654274798797972,Iris-versicolor
+5,6.179422766364998,3.0540000000001792,5.2561760758409015,1.6654729539927413,Iris-virginica
+6,6.179366488664985,3.0540000000000003,4.899492796189098,1.6654274815685837,Iris-versicolor
+7,5.108947716186112,3.056591727933465,1.5100223822716088,0.2704358517818112,Iris-setosa
+8,6.179370685222847,3.054000496315215,4.899826707749998,1.666555029635172,Iris-versicolor
+9,6.179366488633346,3.0540000000000007,4.899491453653923,1.6654274836221574,Iris-versicolor
+10,6.179368627477964,3.0540000000000274,4.926464858280914,1.6654331991084776,Iris-versicolor
+11,6.193642952103183,3.0540000000349616,6.550309325318621,1.6680177657299022,Iris-virginica
+12,6.179366488775203,3.0540000000000003,4.899495993594737,1.6654274876642323,Iris-versicolor
+13,6.17936683971723,3.158748571062267,1.5101490974735308,0.2645824888057114,Iris-setosa
+14,6.17936785293909,3.0540000000000034,4.931619785007129,1.6654296434134879,Iris-versicolor
+15,6.179366511588196,3.5932787848231347,1.5100391756037126,0.2668977551751795,Iris-setosa
+16,6.17936654876339,3.054030450268966,4.899507473836934,1.665717219664591,Iris-setosa
+17,6.179366488629601,3.0540000000000034,4.899491317560664,1.66542749249328,Iris-versicolor
+18,6.17937061300768,3.0592165930782227,1.5103773276198271,0.2651170596072601,Iris-setosa
+19,5.108947716251365,3.544751775687297,1.5100223907534809,0.3096002354555192,Iris-setosa
+20,5.108947716317414,3.0540000001798253,4.899491331326189,1.6654312618982476,Iris-versicolor
+21,6.1793727855732365,3.0554247026701864,4.900227979255563,1.6751705444541756,Iris-setosa
+22,6.182047688206551,3.054000000088591,5.357835122761275,1.6667155770809619,Iris-virginica
+23,6.179366510855678,3.054000000000001,4.899909999464961,1.665427761602299,Iris-versicolor
diff --git a/iris/lct_gan/0/15/test.csv b/iris/lct_gan/0/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/15/train.csv b/iris/lct_gan/0/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/15/val.csv b/iris/lct_gan/0/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/synth.csv b/iris/lct_gan/0/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8f07a0299f8505466c1359c9cbe39e31e3fb619
--- /dev/null
+++ b/iris/lct_gan/0/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179370615423294,3.1086312398098688,1.510399395319661,0.2687997200683572,Iris-setosa
+1,6.179478729495214,3.054000000000226,5.451008051571169,1.665498125481628,Iris-virginica
+2,5.108947716313294,3.161814776344905,1.5100223940107669,0.27428164302073327,Iris-setosa
+3,6.179406373592727,3.054000000072792,4.9225354849187495,1.6656303682318518,Iris-virginica
+4,6.179445445838405,3.0540007638278466,4.901304063436423,1.6683227971595056,Iris-virginica
+5,5.108947716173544,3.0540000000000007,4.8994912976363345,1.6654274814994043,Iris-versicolor
+6,6.179367295231419,3.054000354286755,4.899593156258145,1.6658005303045182,Iris-versicolor
+7,6.179366488630757,3.054000000000001,4.8994913462881495,1.6654274871147363,Iris-versicolor
+8,5.108947716174628,3.0540000000000473,4.89949129594799,1.665427501014763,Iris-versicolor
+9,6.179366496054585,3.054010549892473,4.899493307490276,1.6655037137286053,Iris-setosa
+10,6.179366488981212,3.054000000110866,4.899491372576112,1.6654297519438541,Iris-versicolor
+11,6.1851083578790025,3.054035112890308,4.911460769228169,1.691840841711777,Iris-virginica
+12,5.10894771619691,3.4516863711630745,1.510022383017113,0.346937974831754,Iris-setosa
+13,6.1793664886804995,3.054000000000001,4.899491929457539,1.665427498444697,Iris-versicolor
+14,6.179366494033155,3.0540000000000007,4.8996231509531905,1.6654275954988693,Iris-versicolor
+15,5.108947716175017,3.0725540435175147,1.5100223820675927,0.3069201854955171,Iris-setosa
+16,6.179366488624149,3.0540000000000003,4.899491327107812,1.6654274782841787,Iris-versicolor
+17,5.1089477161743755,3.054000000069163,4.899491293918178,1.665427714788653,Iris-versicolor
+18,5.108947716176506,3.0540000000257583,4.899491294470754,1.6654277837436346,Iris-versicolor
+19,6.179366489295668,3.7958366673664776,1.5100226936991645,0.27483083684258003,Iris-setosa
+20,6.180824973895336,3.054002908796467,4.90883621447439,1.6733019740413662,Iris-virginica
+21,6.179366493734084,3.054000000000004,4.89955678267011,1.6654277618308082,Iris-versicolor
+22,6.179366488625663,3.0540000000000003,4.89949134887528,1.6654274798820783,Iris-versicolor
+23,6.1793664886252895,3.054000000000001,4.899491310836258,1.66542748599821,Iris-versicolor
+24,6.179369515648681,3.1651435646360904,1.5103433332688911,0.2697081245661211,Iris-setosa
+25,6.179366488906945,3.054000000000329,4.899491581133726,1.6654278354062286,Iris-versicolor
+26,6.179366488666742,3.0540000000000003,4.899492502552142,1.6654274860620497,Iris-versicolor
+27,6.1815474429197135,3.0540000001013574,5.293109708777652,1.666659267993983,Iris-virginica
+28,6.181236524827428,3.0540000000310363,5.445942479984892,1.6663037993329304,Iris-virginica
+29,5.1089477161810555,3.0540000000041427,4.899491297307877,1.66542776682642,Iris-versicolor
+30,6.179366491169504,3.746453906542395,1.5100241767744491,0.2692610353814469,Iris-setosa
+31,6.179366488623205,3.0540000000000003,4.899491310466877,1.6654274779122755,Iris-versicolor
+0,6.179366488652666,3.054000000000011,4.899491376116836,1.665427516754728,Iris-versicolor
+1,6.1793664890229,3.5772500420761437,1.5100224442208885,0.2855252443107721,Iris-setosa
+2,6.179392797402634,3.055540741269003,4.900794928031191,1.6814670283994821,Iris-virginica
+3,6.179466160804343,3.0605902983799527,4.902511977070915,1.6989151858801426,Iris-virginica
+4,6.1885727631122815,3.054000563195817,4.955088663312939,1.67607920927988,Iris-virginica
+5,6.1793664886386575,3.0540000000000007,4.89949156243069,1.6654274837841418,Iris-versicolor
+6,6.179417395268962,3.0540155328964262,4.900732658414002,1.6710531346339297,Iris-virginica
+7,6.179366488625086,3.0540000000000003,4.899491350345101,1.6654274793513946,Iris-versicolor
+8,5.108947716173311,3.0540000000000203,4.899491294028416,1.6654274808932639,Iris-versicolor
+9,5.108947716185346,3.060782863116675,1.5100223822701275,0.2740618672211164,Iris-setosa
+10,6.179382110491918,3.083658215036884,1.5107034663372907,0.27169243537735555,Iris-setosa
+11,6.179366488636051,3.054000000000002,4.899491363299766,1.6654274923868664,Iris-versicolor
+12,6.17936648862298,3.0540000000000003,4.89949130832301,1.6654274775494224,Iris-versicolor
+13,6.179366489493406,3.6972927725777933,1.5100226701575206,0.27715470116714636,Iris-setosa
+14,6.17936650156601,3.0540000000000114,4.899604795243509,1.6654280013039753,Iris-versicolor
+15,5.108947716173463,3.0540153284408076,1.510022382058037,0.26186355114197546,Iris-setosa
+16,5.108947716176867,3.0540000041763946,4.8994912939282,1.6654331648374914,Iris-versicolor
+17,6.179458925659907,3.06077677765113,4.902386608867348,1.6987033810538197,Iris-virginica
+18,6.179366488916758,3.0540000001739243,4.899491360268278,1.6654304233200803,Iris-versicolor
+19,6.179373959946632,3.0540012027232932,4.8999687132792,1.6665725781134844,Iris-versicolor
+20,5.108947716179332,3.064831231950014,1.510022382124095,0.2858016782001167,Iris-setosa
+21,6.17936648902002,3.0540000000000007,4.899503287105586,1.6654275018688423,Iris-versicolor
+22,6.1793666397043,3.0540000000000034,4.9021765845792675,1.6654283492063222,Iris-versicolor
+23,6.179366488721159,3.0540000000004017,4.899491368497172,1.6654277278836176,Iris-versicolor
+24,6.179469802352966,3.054000854011879,4.9013603379765796,1.6678576506874272,Iris-virginica
+25,5.1089477161764885,3.0540000004379144,4.899491294226542,1.665428713775694,Iris-versicolor
+26,6.179366498650736,3.0540000000000016,4.899660136997909,1.6654277260100174,Iris-versicolor
+27,5.108947716185929,3.0540000000001344,4.8994913136796026,1.6654275793988298,Iris-versicolor
+28,6.179835073812042,3.054000000000391,5.973088403587862,1.6655838497382836,Iris-virginica
+29,6.179366488626552,3.0540000000000007,4.899491349144686,1.6654274804424531,Iris-versicolor
+30,6.179366488623993,3.0540000000000003,4.89949131543798,1.6654274796717778,Iris-versicolor
+31,5.1089477161734145,3.0540000000000007,4.89949129738024,1.6654274813072598,Iris-versicolor
+0,6.179377921678578,3.054117221833475,4.900193294555455,1.6705382767684587,Iris-versicolor
+1,5.108947716173254,3.054000000000002,4.899491294472842,1.6654274794648933,Iris-versicolor
+2,6.17936649671545,3.4108404688368132,1.5100264824535545,0.2666725259392171,Iris-setosa
+3,5.108947716200884,3.0540000044089055,4.899491296285081,1.6654362677503376,Iris-versicolor
+4,6.17936649088979,3.751972992335744,1.5100239249563605,0.26936199153373663,Iris-setosa
+5,5.108947716513288,3.0579394929321135,1.5100224223072123,0.2634304115472775,Iris-setosa
+6,6.179416264810325,3.054000000000038,5.508805224824248,1.6654536463859604,Iris-virginica
+7,6.179366488633948,3.0540000000000003,4.899491586714082,1.6654274798426385,Iris-versicolor
+8,6.195626130796903,3.0540016117573567,4.954970573701169,1.6814370772564147,Iris-virginica
+9,6.179366488623522,3.0540000000000003,4.899491317645772,1.6654274776613158,Iris-versicolor
+10,5.108947716177407,3.0540000000034726,4.8994912952227345,1.66542763571963,Iris-versicolor
+11,6.179366490379732,3.5461694766510434,1.5100229374636356,0.27354246381273933,Iris-setosa
+12,5.108947716215688,3.07936877805255,1.5100223836369557,0.27482662822047355,Iris-setosa
+13,6.182796399902075,3.0540000543968606,4.955468264758782,1.6706449287758596,Iris-virginica
+14,5.108947716174013,3.0540000022146,4.899491293737387,1.665428462811482,Iris-versicolor
+15,6.179366513206155,3.5986064843349936,1.5100392227563155,0.2666354298028272,Iris-setosa
+16,6.180871611652753,3.0542374719356733,4.905564234784201,1.6967361880195666,Iris-virginica
+17,6.1794506828800815,3.0542238194835063,4.901285028803028,1.6752966443129969,Iris-virginica
+18,6.17936897767009,3.0540000000000522,4.926469104354118,1.6654357366502144,Iris-versicolor
+19,6.179366488627002,3.0540000000000007,4.899491333757681,1.6654274862183034,Iris-versicolor
+20,5.108947716174052,3.0540000205510127,1.5100223820767555,0.261533645124405,Iris-setosa
+21,5.108947716396752,3.1311373714022728,1.5100224031278482,0.2711886261236004,Iris-setosa
+22,6.1793666102462526,3.054000000000034,4.9003266078287595,1.6654292096570409,Iris-versicolor
+23,6.179366533459516,3.263844084496726,1.5100521059808023,0.26402321848515903,Iris-setosa
+24,6.180171605371855,3.0540002470618477,4.912141149305093,1.6696209394065706,Iris-virginica
+25,6.179366488641597,3.0540000000000007,4.899491521889581,1.6654274871986359,Iris-versicolor
+26,6.179366488623457,3.0540000000000003,4.899491317113046,1.665427477988288,Iris-versicolor
+27,6.1793665165590905,3.0540000000000007,4.9002289266977765,1.6654277129660564,Iris-versicolor
+28,6.1793665720464785,3.0540072866796444,4.899509076813599,1.665667721108246,Iris-versicolor
+29,6.179366488637841,3.054000000000002,4.899491378036399,1.6654274935382702,Iris-versicolor
+30,6.179366563788898,3.1695226270046506,1.5100764991534246,0.26310313685322373,Iris-setosa
+31,6.179366491224841,3.0540054665088063,1.5100226209976584,0.26158283056127507,Iris-setosa
+0,6.17936667342745,3.0540165139346866,4.899537210917273,1.6657759100795162,Iris-versicolor
+1,6.179366489365708,3.692305137896113,1.5100226061963056,0.2781356566049382,Iris-setosa
+2,6.179366490493463,3.672144151535506,1.5100232111455052,0.27263056532227914,Iris-setosa
+3,6.18016331060321,3.054000002753319,4.958027258641463,1.6670997977586057,Iris-virginica
+4,6.179366492503128,3.0540000000000065,4.899534944958844,1.665427767643477,Iris-versicolor
+5,6.18140667856678,3.054015963892065,4.905987656299588,1.68086183423235,Iris-virginica
+6,6.17939935768915,3.05400001648815,4.902942493288423,1.6659115811821417,Iris-virginica
+7,6.179366488623081,3.0540000000000003,4.899491315213473,1.6654274770709545,Iris-versicolor
+8,6.183228062865955,3.0540022991155853,4.916545365286032,1.6774181958485435,Iris-virginica
+9,6.201467318363524,3.054005000813993,4.947448336095067,1.687394989304294,Iris-virginica
+10,6.179366754005803,3.0540000000005945,4.900201252913712,1.6654326790213971,Iris-versicolor
+11,6.181118981748209,3.0540138915554715,4.904966479993155,1.680643117478294,Iris-virginica
+12,6.179368708855174,3.0540000000000402,4.924981380983381,1.6654340579210998,Iris-versicolor
+13,5.108947716183619,3.2955636173644423,1.510022382240083,0.3589617363768418,Iris-setosa
+14,6.179366516910297,3.0540000000000007,4.900168843677356,1.6654277261536197,Iris-versicolor
+15,5.108947716467146,3.159399728754912,1.5100224155900839,0.2715889634607158,Iris-setosa
+16,6.179366493544806,3.0540000000000154,4.899532902016723,1.6654279365780047,Iris-versicolor
+17,5.108947716173612,3.0540000000000016,4.899491296678941,1.6654274822752606,Iris-versicolor
+18,5.108947716173321,3.0540000000000007,4.899491295808045,1.6654274814715078,Iris-versicolor
+19,6.182753764646569,3.054000041668639,4.963534021622022,1.6704644874129804,Iris-virginica
+20,6.180913869560382,3.054000157447276,4.924431944426138,1.6700353630632137,Iris-virginica
+21,6.179366488676442,3.0540000000000007,4.899492496101678,1.6654274891716152,Iris-versicolor
+22,6.1793665098147965,3.0941458290819948,1.5100321597840216,0.26248771389203673,Iris-setosa
+23,6.179366489020421,3.556398571104283,1.5100224353870144,0.28702063435433345,Iris-setosa
diff --git a/iris/lct_gan/0/16/test.csv b/iris/lct_gan/0/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/16/train.csv b/iris/lct_gan/0/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/16/val.csv b/iris/lct_gan/0/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/synth.csv b/iris/lct_gan/0/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b5fc958c515d2a1cbed6b4ba7b71f2d7f512e41
--- /dev/null
+++ b/iris/lct_gan/0/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.192618159629079,3.0540000006216035,5.560085632482054,1.6689969809135599,Iris-virginica
+1,6.207732672133348,3.0540000074650213,5.367356832487277,1.673349946441376,Iris-virginica
+2,6.179366490714726,3.0540000000000083,4.899511517371648,1.6654276961879386,Iris-versicolor
+3,6.179367588951914,3.054000000000005,4.922374729775381,1.6654299424049335,Iris-versicolor
+4,6.179477900364761,3.054000000002756,5.0960114180515745,1.665569647491683,Iris-virginica
+5,6.179366489882712,3.7666684707583853,1.5100230568758741,0.272458537520308,Iris-setosa
+6,6.179366502639605,3.054000105935794,4.899493858818656,1.665454821856618,Iris-versicolor
+7,6.1793664889788955,3.054000000000001,4.899498494375555,1.665427523142024,Iris-versicolor
+8,5.1089477161989825,3.1538647305961,1.5100223827687256,0.29533334702769437,Iris-setosa
+9,6.179377728014775,3.0540000000037124,4.929977223793125,1.6654714266830077,Iris-virginica
+10,6.179367827881003,3.276718224939342,1.5102753915531861,0.26891714779382364,Iris-setosa
+11,6.17936648881061,3.0540000000000047,4.899492864914139,1.665427536679062,Iris-versicolor
+12,6.179366488624128,3.0540000000000007,4.899491314477865,1.6654274800134898,Iris-versicolor
+13,5.1089477161862975,3.0540000000749945,4.8994912966799244,1.6654286095058526,Iris-versicolor
+14,6.179367366691792,3.054000000000004,4.9179857940298985,1.665429410233655,Iris-versicolor
+15,5.108947716189362,3.0540000187810983,4.8994912950887874,1.6654481355425281,Iris-versicolor
+16,6.179366505796647,3.054000000000001,4.8998529769325385,1.6654276995692756,Iris-versicolor
+17,5.108947716203424,3.054038804939387,1.5100223829986097,0.26219899726303314,Iris-setosa
+18,5.108947716253007,3.455464279690799,1.5100223889293127,0.30975924908678926,Iris-setosa
+19,6.179366489921524,3.054000000000003,4.899508683335066,1.6654275988385372,Iris-versicolor
+20,5.108947716217233,3.054004658463321,1.5100223839205316,0.26168042145170517,Iris-setosa
+21,6.17947848860914,3.054000393422742,4.902167908738601,1.6675972568199136,Iris-virginica
+22,6.1793666076913,3.2463788885366043,1.5101038402759275,0.2644131918289786,Iris-setosa
+23,6.179366497889113,3.6095219420259963,1.5100284546631035,0.2677205348230788,Iris-setosa
+24,6.179524932180551,3.05400006073862,4.906176057428607,1.666750570040562,Iris-virginica
+25,6.1953134685382425,3.0540004296783003,4.980846406452519,1.67814334874824,Iris-virginica
+26,6.179366517656573,3.0540000293319207,4.899496853919964,1.665459287359493,Iris-versicolor
+27,6.179366489515978,3.8144095339694832,1.5100229182517286,0.271997156494169,Iris-setosa
+28,5.108947716173562,3.0540000000000016,4.899491296452966,1.66542748159135,Iris-versicolor
+29,6.179370288282825,3.083002765320127,1.5103746778304628,0.26796473646178404,Iris-setosa
+30,5.1089477166730015,3.0540000084114824,4.899491393853814,1.6654354393960353,Iris-versicolor
+31,6.179368339220516,3.0760845183040946,1.5102770969077928,0.26637631055521116,Iris-setosa
+0,5.108947716263729,3.0541635200588653,1.51002238751919,0.2622516929679042,Iris-setosa
+1,6.17936649889367,3.0540000011939537,4.899494522362442,1.6654377976058317,Iris-versicolor
+2,5.108947716173552,3.0540000000000123,4.899491294570677,1.665427483741963,Iris-versicolor
+3,6.181577762690873,3.05400441920162,4.910268366033213,1.6770868996645192,Iris-virginica
+4,6.180280512152099,3.054000009625362,4.9466282248778874,1.6674444811125506,Iris-virginica
+5,6.179616793425173,3.0540000000005425,5.56029389643198,1.6655516916662019,Iris-virginica
+6,6.179366505868305,3.0544585360053027,1.5100288044219847,0.2617625523322092,Iris-setosa
+7,6.179384648751441,3.0540000000000695,5.123719003031253,1.6654476443891786,Iris-virginica
+8,6.179366580088526,3.054000000000007,4.90067114399517,1.6654285138411953,Iris-versicolor
+9,6.1793664886586726,3.0540000000000034,4.899491498082667,1.6654275052502976,Iris-versicolor
+10,6.1793664899082925,3.0540000005688084,4.899491605205096,1.6654305966412857,Iris-versicolor
+11,6.179885317202494,3.0540389402474193,4.902832976726702,1.6756620743596324,Iris-virginica
+12,6.17936648862289,3.0540000000000007,4.899491300665503,1.6654274807175453,Iris-versicolor
+13,6.179366583152671,3.0540000000062935,4.899619650160807,1.6654354373449296,Iris-versicolor
+14,6.180208261885775,3.0541219559669606,4.904050781710666,1.6860476674760716,Iris-virginica
+15,6.180881592634809,3.054003169850341,4.908426281589198,1.6738360350593764,Iris-virginica
+16,6.179366489075191,3.6008086372255903,1.5100224586193727,0.28466875088166943,Iris-setosa
+17,6.179366516947551,3.372348669290046,1.5100454995672992,0.26453308846091056,Iris-setosa
+18,5.108947716252523,3.054000027579242,4.899491302469775,1.665455337900432,Iris-versicolor
+19,6.179366488623771,3.0540000000000007,4.899491306913222,1.6654274804293698,Iris-versicolor
+20,6.1794308521489345,3.054413841364983,4.901157313612201,1.678136229642121,Iris-virginica
+21,6.179375557260248,3.0949944424225597,1.5105562196278817,0.26995561111054783,Iris-setosa
+22,5.10894771617332,3.054000014774358,1.5100223820637129,0.2615312943937471,Iris-setosa
+23,5.108947716240555,3.131882625203435,1.5100223854400663,0.2795751965305815,Iris-setosa
+24,6.1793693792852595,3.054000000699888,4.900629345246418,1.6655245810374526,Iris-versicolor
+25,5.108947716173558,3.0540000000000043,4.899491295269544,1.6654274823584647,Iris-versicolor
+26,6.179367562816145,3.05493593614884,4.899822801071475,1.6680769934627877,Iris-setosa
+27,6.179366831897269,3.054045384053485,4.899573689460805,1.666085066826384,Iris-versicolor
+28,6.1793664886940185,3.0540000000000007,4.899493153846717,1.665427488054242,Iris-versicolor
+29,5.108947716176242,3.0540000000512726,4.899491294311871,1.6654278539529521,Iris-versicolor
+30,6.179366491784393,3.6414397129586313,1.5100239809139686,0.27051570433769373,Iris-setosa
+31,6.1793664891622955,3.444347183801748,1.5100224530161916,0.28126112454729474,Iris-setosa
+0,6.179366490087053,3.054000000000099,4.899496367384382,1.6654278696490123,Iris-versicolor
+1,6.179366488645656,3.0540000000000007,4.899491578673116,1.6654274924760717,Iris-versicolor
+2,6.180341867435321,3.0540737281305503,4.903974674444194,1.6841484811549008,Iris-virginica
+3,6.179366489182657,3.6999240634831434,1.5100225324605132,0.2808672076737832,Iris-setosa
+4,6.179391313621545,3.054000002161426,4.904969773201257,1.665709234630306,Iris-virginica
+5,6.180763976961876,3.05412341262245,4.904907408610229,1.6909143872774044,Iris-virginica
+6,6.179366798459486,3.0576369607741545,1.5101266003431764,0.263004701132404,Iris-setosa
+7,6.179366763344416,3.433643513191016,1.510136700320621,0.26673350092823467,Iris-setosa
+8,6.179366488625852,3.054000000000001,4.8994913144136945,1.665427484714312,Iris-versicolor
+9,5.108947716175463,3.054000000000004,4.899491303735411,1.665427489886302,Iris-versicolor
+10,6.180515705065998,3.054004480300042,4.906501582411954,1.6736339349906846,Iris-virginica
+11,6.179366488920743,3.5567566669434854,1.5100224144957504,0.2938762467831271,Iris-setosa
+12,6.179366490384002,3.7159190624846765,1.5100232862870644,0.27183377966577904,Iris-setosa
+13,5.1089477161765355,3.0540000016817546,4.8994912939606134,1.665430492531749,Iris-versicolor
+14,6.179366491503772,3.6417773049647155,1.5100237851168017,0.27091083988957254,Iris-setosa
+15,6.179366490316569,3.0540000000000003,4.899541950910013,1.6654275188168794,Iris-versicolor
+16,5.108947716183385,3.054000018120505,4.899491294317019,1.6654490928791084,Iris-versicolor
+17,5.108947716173994,3.054000000000002,4.899491298582418,1.665427483595845,Iris-versicolor
+18,5.1089477161737005,3.054000000002563,4.8994912939201045,1.665427518689174,Iris-versicolor
+19,5.10894771646304,3.1279704886928243,1.5100224151289028,0.2696468859781675,Iris-setosa
+20,6.1793664886331445,3.054000000000001,4.899491369448769,1.6654274869922745,Iris-versicolor
+21,5.108947716180425,3.1610451806815614,1.510022382148658,0.3221601109387035,Iris-setosa
+22,6.1793735415700715,3.057102416418739,4.900314440429278,1.673880403860528,Iris-setosa
+23,6.179369476519197,3.0540109648031457,4.89985246305274,1.6668537603744562,Iris-versicolor
+24,5.108947716177886,3.054000000051252,4.89949129471849,1.665428019346784,Iris-versicolor
+25,6.1793664889530175,3.0540000000000043,4.899494334278691,1.6654275505426996,Iris-versicolor
+26,6.179366489047974,3.677285925585751,1.5100224749617965,0.2835825306064292,Iris-setosa
+27,6.179366488955749,3.4878625512553203,1.5100224134840907,0.29175548058498285,Iris-setosa
+28,6.179395805817839,3.0541970978073527,4.900652484176226,1.6724394374017697,Iris-virginica
+29,6.179366488626036,3.0540000000000003,4.899491393323609,1.6654274782716911,Iris-versicolor
+30,5.1089477161821355,3.0540059092953964,1.5100223822276932,0.26193832232431674,Iris-setosa
+31,6.179366488631387,3.0540000000000003,4.899491449180018,1.6654274806415708,Iris-versicolor
+0,6.179366519208762,3.0540000000000576,4.899666967089919,1.6654289225815229,Iris-versicolor
+1,6.179366488812819,3.0540000000000065,4.899492570008674,1.665427554097547,Iris-versicolor
+2,6.179371499061671,3.0540000000000225,4.976103154971065,1.6654356541256758,Iris-versicolor
+3,6.179734576660607,3.0540007999329424,4.904513414133106,1.6692302087191064,Iris-virginica
+4,6.179674231698002,3.054178225003266,4.902432055412743,1.679170418468613,Iris-virginica
+5,6.179781497428931,3.054000000001014,5.629564347195495,1.665616648258708,Iris-virginica
+6,5.10894771626956,3.0540000004636303,4.899491310512029,1.6654324696230378,Iris-versicolor
+7,6.195864829385867,3.0540061453970173,4.937695246646531,1.687338697142321,Iris-virginica
+8,6.179366488623599,3.0540000000000003,4.899491315326841,1.6654274782811946,Iris-versicolor
+9,5.108947716218834,3.056395616561664,1.5100223833992918,0.2663352630483677,Iris-setosa
+10,5.108947716173315,3.054000000001883,4.899491293764801,1.6654274878923596,Iris-versicolor
+11,6.1793692545170265,3.0540000063184416,4.90012345507382,1.6656721297154446,Iris-versicolor
+12,6.179368967212242,3.0902074832118394,1.5103144232052992,0.2670622480052973,Iris-setosa
+13,5.108947716177833,3.0540000000125977,4.899491295126473,1.665427795482256,Iris-versicolor
+14,6.179366489944081,3.0565650627677217,1.5100225135428447,0.2624813700625428,Iris-setosa
+15,6.181262016985892,3.0540000000036156,6.03612889568018,1.665978105376856,Iris-virginica
+16,5.108947716175139,3.05400000000001,4.8994912989517365,1.6654274919427299,Iris-versicolor
+17,5.108947716224287,3.481782984425775,1.5100223857932844,0.31867401575617577,Iris-setosa
+18,6.179366493232408,3.3607675067459044,1.5100239760450151,0.26799514666878604,Iris-setosa
+19,6.179387832960483,3.054000000000265,5.045567405520556,1.6654616366344346,Iris-virginica
+20,6.179383953567772,3.0540037045616604,4.9001809637853375,1.6677375447277025,Iris-versicolor
+21,6.1795763217760715,3.0540000000040504,5.1746407144313205,1.6656226957876428,Iris-virginica
+22,5.108947716173331,3.0540000000003715,4.899491293839624,1.6654274841793864,Iris-versicolor
+23,5.108947716206161,3.0550873328318917,1.5100223831101598,0.2648259500525042,Iris-setosa
diff --git a/iris/lct_gan/0/17/test.csv b/iris/lct_gan/0/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/17/train.csv b/iris/lct_gan/0/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/17/val.csv b/iris/lct_gan/0/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/synth.csv b/iris/lct_gan/0/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1db8e3ade8c7392fa50ba50436840eb9e281817
--- /dev/null
+++ b/iris/lct_gan/0/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.182121815190317,3.0540000000645673,5.4301412344619715,1.6666225110613224,Iris-virginica
+1,6.179366488907477,3.054000000468921,4.899491346263669,1.665432949953719,Iris-versicolor
+2,6.179366488628245,3.0540000000000003,4.899491410575593,1.6654274794991537,Iris-versicolor
+3,5.108947716514369,3.0540001214020216,4.899491356226278,1.6654531289370396,Iris-versicolor
+4,6.18060938154563,3.0540000000115577,5.5033156712596805,1.6659870841944728,Iris-virginica
+5,6.179366980096811,3.330025640946014,1.5101936475037165,0.2660885676741187,Iris-setosa
+6,6.179366490607753,3.771054024290194,1.5100238124201097,0.26927321171077057,Iris-setosa
+7,6.179366488792492,3.0540000000000003,4.899496387038155,1.665427491015849,Iris-versicolor
+8,6.179566927034008,3.0540078093639895,4.901493915554652,1.6715590218384135,Iris-virginica
+9,6.179366488625023,3.0540000000000007,4.899491329474201,1.6654274809531462,Iris-versicolor
+10,5.108947716192481,3.064916120974549,1.5100223825013352,0.2736360630904739,Iris-setosa
+11,6.179366600300554,3.122928806061597,1.5100870393349208,0.26340514992034436,Iris-setosa
+12,6.179366488851906,3.054000000000002,4.89949442450025,1.6654275184523135,Iris-versicolor
+13,6.179366496779394,3.0540000000000056,4.899579449509342,1.6654278333875576,Iris-versicolor
+14,6.179368062680637,3.1490408367952893,1.510258455638974,0.2675987793706041,Iris-setosa
+15,6.179366490719889,3.0540000000000003,4.8995525261053245,1.6654275170359805,Iris-versicolor
+16,6.179366488624291,3.0540000000000003,4.899491334511738,1.6654274778984888,Iris-versicolor
+17,5.108947716235116,3.3765014167367804,1.5100223859286594,0.3108307899629222,Iris-setosa
+18,6.179366488627455,3.0540000000000007,4.899491357476508,1.6654274809512712,Iris-versicolor
+19,6.17936648862263,3.0540000000000007,4.8994912980468035,1.665427480859808,Iris-versicolor
+20,6.17937082944757,3.0540000000002405,4.928961308568376,1.6654417498942231,Iris-versicolor
+21,5.108947716173512,3.0540000000000007,4.899491298437733,1.6654274809343228,Iris-versicolor
+22,5.1089477165957495,3.054306975513754,1.5100224285293213,0.26207769027411665,Iris-setosa
+23,6.179366488628158,3.054000000000001,4.899491328274481,1.6654274868422019,Iris-versicolor
+24,6.1793664886355035,3.0540000000000003,4.899491582878761,1.6654274807781073,Iris-versicolor
+25,6.179366491933628,3.665200873615162,1.5100241448129332,0.27040375693118385,Iris-setosa
+26,5.108947716347366,3.054000328230562,4.899491321754332,1.665480719052928,Iris-versicolor
+27,6.179366488628807,3.0540000000000003,4.89949146784825,1.665427478799256,Iris-versicolor
+28,6.179366489391945,3.6383698563966664,1.5100225850391402,0.2788112718791234,Iris-setosa
+29,6.179368085901652,3.0595848708028326,1.510248534029725,0.26365325308466186,Iris-setosa
+30,6.179367299164878,3.05400000000052,4.902649475348854,1.665436714934357,Iris-versicolor
+31,6.18605926720753,3.0540143764312644,4.917175125479197,1.6846294726952042,Iris-virginica
+0,5.108947716219136,3.0540000000006398,4.899491340618804,1.665427736469162,Iris-versicolor
+1,6.179431035446973,3.057455811517542,4.90163042325154,1.6871257259179973,Iris-virginica
+2,6.179366490158846,3.05400000000001,4.899504802392365,1.6654276874883387,Iris-versicolor
+3,5.108947716376973,3.054435576352781,1.5100223962685673,0.26241736891293505,Iris-setosa
+4,6.179387754005015,3.05461735468232,4.9005807140484094,1.6732770579856124,Iris-virginica
+5,6.1793664886243285,3.0540000000000007,4.899491306045859,1.6654274824996174,Iris-versicolor
+6,6.179366538465289,3.1068184987573604,1.5100572976129736,0.2625543805272032,Iris-setosa
+7,6.17936648862285,3.0540000000000003,4.899491305756924,1.665427477601092,Iris-versicolor
+8,6.179366505422526,3.0540000000000007,4.899899670424839,1.6654276520026323,Iris-versicolor
+9,6.179366488645198,3.0540000000000043,4.899491395348539,1.6654275030853296,Iris-versicolor
+10,5.1089477163589905,3.2522362875763986,1.510022400842968,0.28037501544169413,Iris-setosa
+11,6.179558138140083,3.05404192263052,4.901581073594027,1.6736975591468033,Iris-virginica
+12,6.179366488622787,3.0540000000000003,4.899491302406019,1.6654274785774654,Iris-versicolor
+13,6.1793664886226685,3.0540000000000007,4.899491299336682,1.665427479880847,Iris-versicolor
+14,5.10894771634163,3.4492384813780754,1.5100224063952037,0.2916206194862556,Iris-setosa
+15,5.108947716194982,3.0540000254737145,4.89949129514488,1.6654544769044777,Iris-versicolor
+16,5.108947716180971,3.0561341500267556,1.5100223821761793,0.2697870078545278,Iris-setosa
+17,6.179366532853463,3.054221824627049,1.510032166648707,0.26171186263717694,Iris-setosa
+18,6.17936648862399,3.0540000000000007,4.899491307359513,1.665427481686061,Iris-versicolor
+19,6.179366490188794,3.0540000000000194,4.899504094432073,1.665427882604482,Iris-versicolor
+20,5.108947716221355,3.282167118590422,1.510022384047382,0.3091207601919314,Iris-setosa
+21,6.179366652005518,3.1592453639987346,1.5101132104250508,0.2638495581246215,Iris-setosa
+22,5.108947716759069,3.0540363249587323,1.5100224571035448,0.2617081161882936,Iris-setosa
+23,6.179366489710292,3.5055513832444993,1.5100226087929924,0.27697625887548494,Iris-setosa
+24,5.108947716178435,3.218214207735702,1.5100223821144145,0.3521101832223155,Iris-setosa
+25,5.108947716215205,3.0681448146268937,1.5100223836005566,0.2707216983187164,Iris-setosa
+26,5.1089477163005546,3.519453394235779,1.5100224005342964,0.29705201209074317,Iris-setosa
+27,6.1793670412241,3.0566843314527645,1.5101606169453272,0.2636241227886411,Iris-setosa
+28,6.179366774781076,3.0540000000000034,4.904825822173999,1.665428634401594,Iris-versicolor
+29,6.179366493885523,3.4731813430883918,1.510024461433844,0.2695510845665451,Iris-setosa
+30,6.179366488622629,3.0540000000000007,4.89949129697634,1.6654274818613906,Iris-versicolor
+31,6.17936648863205,3.0540000000000003,4.899491548623707,1.6654274799797728,Iris-versicolor
+0,6.1793665262305675,3.0540000000000185,4.899796104066966,1.6654285593652833,Iris-versicolor
+1,5.1089477161776875,3.1754439588507246,1.5100223821012535,0.33981367667950935,Iris-setosa
+2,6.179366515445318,3.054000000000027,4.89968003423706,1.665428600218825,Iris-versicolor
+3,6.1793670827107325,3.054000000000015,4.907224404460656,1.6654304007230705,Iris-versicolor
+4,5.108947716177206,3.054000000000009,4.89949130809063,1.6654274999018563,Iris-versicolor
+5,5.108947716375281,3.0540055565667696,1.5100223953114178,0.2616486254134341,Iris-setosa
+6,6.179366533629512,3.112389243391561,1.5100543589002915,0.26251194548559187,Iris-setosa
+7,6.179366488630832,3.0540000000000003,4.899491600566437,1.6654274780673601,Iris-versicolor
+8,6.179374110146393,3.054000003260157,4.901683309414337,1.6656130121862691,Iris-versicolor
+9,6.17940483591647,3.0540140689538857,4.900538949107219,1.6699435353218712,Iris-virginica
+10,6.179366488630814,3.054000000000004,4.899491320244608,1.6654274973679304,Iris-versicolor
+11,5.108947716249285,3.05400012595337,4.899491299573085,1.665491391151755,Iris-versicolor
+12,6.179425292809251,3.054054297951198,4.900787766984176,1.6732457911782268,Iris-virginica
+13,6.186795862811765,3.054000084380001,4.9829277514935235,1.6722664597626007,Iris-virginica
+14,6.179366488623361,3.0540000000000003,4.899491313686551,1.6654274777482891,Iris-versicolor
+15,6.179565272150058,3.054000000000217,5.697298757526986,1.6655163643421484,Iris-virginica
+16,6.179366488634567,3.0540000000000003,4.899491633484137,1.6654274794627957,Iris-versicolor
+17,6.179370444941358,3.05400000000019,4.92970251723967,1.6654408716275622,Iris-versicolor
+18,6.179366490352443,3.0541529037866284,1.5100226117080482,0.26172081077795456,Iris-setosa
+19,6.1806596828019,3.054386521594122,4.905890825194236,1.7066245057008167,Iris-virginica
+20,5.108947716173987,3.054050270748098,1.5100223820610168,0.26300923925318054,Iris-setosa
+21,6.179366488623448,3.0540000000000003,4.899491307260454,1.6654274793288237,Iris-versicolor
+22,5.108947716248234,3.498609908425057,1.510022389287319,0.3097311866278182,Iris-setosa
+23,6.179366488657752,3.0540000000000007,4.899491876180938,1.6654274884466138,Iris-versicolor
+24,6.179366488624746,3.0540000000000007,4.899491320537932,1.6654274799036952,Iris-versicolor
+25,6.179366488623327,3.0540000000000003,4.899491322953751,1.665427476955364,Iris-versicolor
+26,6.18972632236838,3.0540047433036146,4.926394763679222,1.6849930756568594,Iris-virginica
+27,6.179366488624115,3.0540000000000007,4.899491313608799,1.6654274809312264,Iris-versicolor
+28,6.179366488624832,3.0540000000000003,4.8994913451934,1.6654274781580243,Iris-versicolor
+29,5.10894771617499,3.106987990242179,1.5100223820662375,0.3397868478336895,Iris-setosa
+30,5.108947716173572,3.054000000004342,4.899491293851306,1.6654275145872117,Iris-versicolor
+31,6.179366488627509,3.0540000000000003,4.899491414787738,1.6654274786686216,Iris-versicolor
+0,5.1089477161801,3.1013966548396383,1.5100223821430094,0.3040958057837874,Iris-setosa
+1,6.1793700797855955,3.0540325065756204,4.899921102610269,1.6672121743943762,Iris-versicolor
+2,6.179366488627488,3.0540000000000003,4.899491470112343,1.6654274779799623,Iris-versicolor
+3,6.179366902323108,3.0540000000000194,4.9041246283652615,1.6654301761748076,Iris-versicolor
+4,6.195165305552509,3.0540000002038368,5.941301611703316,1.6686094882040419,Iris-virginica
+5,6.179367301776403,3.054000000431762,4.899885331866723,1.6654909768650787,Iris-versicolor
+6,5.108947716173293,3.054000000000019,4.899491294014051,1.6654274799317197,Iris-versicolor
+7,6.179366488759152,3.0540000000000007,4.899494156971252,1.6654274981454182,Iris-versicolor
+8,5.108947716177317,3.054000000000004,4.89949131609622,1.6654274924488381,Iris-versicolor
+9,6.179366489104688,3.0540000000000003,4.899506908662591,1.6654274977681154,Iris-versicolor
+10,6.179366488622965,3.0540000000000007,4.899491300985301,1.6654274814136154,Iris-versicolor
+11,6.1793664954663,3.0540004365129563,4.899492334811285,1.6654583557577156,Iris-versicolor
+12,6.179372048313074,3.054000000000622,4.928297670464187,1.6654490731152132,Iris-versicolor
+13,6.179366488627888,3.054000000000001,4.899491336485514,1.6654274855303017,Iris-versicolor
+14,6.179367820109999,3.0541192635911827,4.899808553603238,1.6673954895417002,Iris-versicolor
+15,5.108947716198641,3.054000000122249,4.899491299003338,1.6654293914483165,Iris-versicolor
+16,6.179366808050414,3.0742209201466713,1.5101408371773586,0.26348935353883496,Iris-setosa
+17,5.108947716174084,3.054000000000013,4.899491296018064,1.6654274884898468,Iris-versicolor
+18,6.17936648989283,3.777326085020355,1.5100230970559685,0.27215599165477133,Iris-setosa
+19,6.179441609744293,3.054114104139197,4.901038515800445,1.672645166354871,Iris-virginica
+20,6.179366492655716,3.211290879838913,1.5100232674557896,0.26598045215979105,Iris-setosa
+21,5.1089477161740025,3.0540000420440983,1.510022382074761,0.26153775884190306,Iris-setosa
+22,6.1793664886553925,3.054000000000002,4.899491523469968,1.6654275014957693,Iris-versicolor
+23,6.179366980993815,3.054000000576388,4.899736479476083,1.6655029753879653,Iris-versicolor
diff --git a/iris/lct_gan/0/18/test.csv b/iris/lct_gan/0/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/18/train.csv b/iris/lct_gan/0/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/18/val.csv b/iris/lct_gan/0/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/synth.csv b/iris/lct_gan/0/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2035e67711023b179b0e67d6b2f076975ff0a53c
--- /dev/null
+++ b/iris/lct_gan/0/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1813880447277585,3.054000000024768,5.532490884240079,1.6662432588415261,Iris-virginica
+1,6.179366488622776,3.0540000000000007,4.8994912994261375,1.6654274808818421,Iris-versicolor
+2,6.179381770632365,3.0549932773736406,4.900483077033361,1.672779240950233,Iris-setosa
+3,6.179366488623223,3.0540000000000007,4.899491303467279,1.6654274804234857,Iris-versicolor
+4,6.179526942320533,3.0540000001300207,4.9607146102540325,1.6658013917210488,Iris-virginica
+5,6.1793664897092,3.0540000000000007,4.899516201451533,1.6654275473176972,Iris-versicolor
+6,6.1793665977559735,3.0540000000000034,4.9012001966456165,1.6654282002149126,Iris-versicolor
+7,6.179366506053668,3.054000000000001,4.899872853970207,1.6654276834980548,Iris-versicolor
+8,5.108947716210338,3.1206366269188055,1.5100223834401119,0.2810107712710961,Iris-setosa
+9,6.179525193034253,3.065802883583446,4.904263214347704,1.7110786582943525,Iris-virginica
+10,5.10894771617346,3.054000017271491,1.5100223820664418,0.26153183559320703,Iris-setosa
+11,5.1089477161733585,3.0540000004501895,4.899491293706001,1.6654275961512404,Iris-versicolor
+12,6.199732561110475,3.0540000466904313,5.093733459184915,1.6753248450434002,Iris-virginica
+13,5.1089477161731605,3.054000000000005,4.899491293925286,1.6654274776574731,Iris-versicolor
+14,5.108947716463,3.1428862030113924,1.5100224250647434,0.26820510135450226,Iris-setosa
+15,5.1089477164529065,3.059061914791777,1.5100224163140499,0.2634128258392208,Iris-setosa
+16,6.17936648997224,3.0540000000445793,4.899491898581604,1.6654297359434387,Iris-versicolor
+17,6.179366501366305,3.581526585279115,1.5100312224628032,0.2673043699753428,Iris-setosa
+18,6.179366489697133,3.3462503550025033,1.5100225498336224,0.27422646198113443,Iris-setosa
+19,5.10894771618259,3.0546983789130118,1.510022382207321,0.2665622280795903,Iris-setosa
+20,5.1089477161837396,3.0540000001312597,4.899491295785846,1.6654290513823873,Iris-versicolor
+21,6.1793664900642655,3.0540000000000003,4.899534696397552,1.6654275126061213,Iris-versicolor
+22,5.108947716180416,3.0540000000000074,4.899491323754885,1.6654274999713472,Iris-versicolor
+23,6.179366490898613,3.647571080301242,1.510023409410106,0.2721168027817857,Iris-setosa
+24,6.1813362624900074,3.0540237221845983,4.905200255166965,1.6820208374328736,Iris-virginica
+25,6.179377701335441,3.0540000000000185,5.094618630999471,1.6654382362620312,Iris-virginica
+26,6.179799274086957,3.0540000000020675,5.48938855114923,1.6656626612961498,Iris-virginica
+27,5.108947716320604,3.441109999476047,1.5100223991791424,0.2967544454821628,Iris-setosa
+28,6.179366488625998,3.0540000000000007,4.8994913333606345,1.665427481886841,Iris-versicolor
+29,6.179366510121085,3.054000000000001,4.899992599688298,1.665427730644545,Iris-versicolor
+30,6.18098065368563,3.0540000002536782,5.12813141724779,1.6667208857212332,Iris-virginica
+31,6.180345382173707,3.054000000036915,5.22978038365269,1.666105001577599,Iris-virginica
+0,6.179366488623571,3.0540000000000007,4.899491305884399,1.6654274805587101,Iris-versicolor
+1,6.179366488656823,3.0540000000000878,4.899491330537638,1.665427572699008,Iris-versicolor
+2,6.185321397858129,3.0540158348586,4.912685753530863,1.6886488231092647,Iris-virginica
+3,6.19681910085783,3.0540020089078093,4.948620471169236,1.684821724449588,Iris-virginica
+4,6.179366492035022,3.3379894739770757,1.5100233578962594,0.2683134815878747,Iris-setosa
+5,5.108947716180212,3.054000000007019,4.899491296841214,1.6654278734894337,Iris-versicolor
+6,6.179366488645074,3.0540000000000003,4.899491950739268,1.665427481327992,Iris-versicolor
+7,6.179366488659255,3.0540000000000003,4.899492238467029,1.6654274842555397,Iris-versicolor
+8,6.188426644951162,3.0540000161092133,5.070247621599973,1.671103954921086,Iris-virginica
+9,6.179366488757501,3.0540000000000047,4.899492236267416,1.6654275418317304,Iris-versicolor
+10,6.1793665455508915,3.0540000372933687,4.8995034324022155,1.665500024370436,Iris-versicolor
+11,6.18505854691353,3.0540000057653307,5.07453162805925,1.669213137709486,Iris-virginica
+12,6.179404812590946,3.054000062985062,4.902002527822091,1.6667583185325954,Iris-virginica
+13,6.180544280845078,3.0540043797666487,4.9060745245319595,1.6744696183750503,Iris-virginica
+14,6.179366492764482,3.506941213420013,1.5100242062928364,0.26887284301060893,Iris-setosa
+15,6.17936648862377,3.054000000000001,4.899491303125606,1.6654274838054992,Iris-versicolor
+16,5.108947716173426,3.0540000000000016,4.8994912955491285,1.665427481529252,Iris-versicolor
+17,5.108947716173335,3.0540000000000007,4.89949129582153,1.6654274818849097,Iris-versicolor
+18,6.1793841804803185,3.054000000000046,5.148071827481004,1.665444326694518,Iris-virginica
+19,6.1793664952751755,3.0540000000000207,4.899539098158968,1.6654279416693265,Iris-versicolor
+20,6.179366494217361,3.668627847190125,1.5100259344949867,0.2688413560056868,Iris-setosa
+21,5.108947716457971,3.2764345456502375,1.510022426590286,0.276052473790509,Iris-setosa
+22,6.182099257281968,3.0540216904369557,4.9068137766639985,1.6841088334108316,Iris-virginica
+23,6.179637448406525,3.0540000000003773,5.700992428488999,1.6655500907492606,Iris-virginica
+24,6.179371663969583,3.0542506283590076,4.90008525570655,1.6691529136443226,Iris-versicolor
+25,5.108947716173388,3.054000000000001,4.899491295673578,1.6654274817308348,Iris-versicolor
+26,5.108947716212729,3.100284337992108,1.510022383427486,0.27960221803511387,Iris-setosa
+27,6.179366488994344,3.6040461821714715,1.5100224383926961,0.288313389249774,Iris-setosa
+28,6.193269674354862,3.054001483702377,4.94820151694184,1.6820185176874791,Iris-virginica
+29,6.1793664901067515,3.5891830668820828,1.5100228215002434,0.2750946329177781,Iris-setosa
+30,5.108947716173592,3.0540000000000043,4.899491295278989,1.665427482017701,Iris-versicolor
+31,6.179366488699397,3.0540000000000003,4.899493888150081,1.665427484052013,Iris-versicolor
+0,6.179366881400136,3.054001254927013,4.899562090817339,1.6658186297886344,Iris-versicolor
+1,6.186811700616313,3.054000000329719,5.48095588728581,1.667864439042225,Iris-virginica
+2,6.179391245649362,3.0591015278721585,4.900921285936422,1.6839069764096952,Iris-setosa
+3,6.187711354425465,3.0540000000516985,5.996062873882352,1.6673172884693086,Iris-virginica
+4,6.179366507759123,3.520709382807172,1.5100355704820323,0.2664976272984084,Iris-setosa
+5,5.108947716177009,3.0540000004409116,4.899491294185871,1.66542872018281,Iris-versicolor
+6,6.180143836576918,3.054031870371289,4.903419814607149,1.6777836438397633,Iris-virginica
+7,6.179368254856127,3.0540374887329556,4.899821998801466,1.6670795419930458,Iris-versicolor
+8,6.179366489118303,3.4941567128508266,1.5100224486688134,0.28387599761682564,Iris-setosa
+9,6.179367043406485,3.054000000002231,4.900798331358137,1.665441439489869,Iris-versicolor
+10,6.179366563320683,3.0767499156641334,1.510062857536036,0.262560676192019,Iris-setosa
+11,6.179366489737233,3.6414421857827257,1.5100227348696231,0.27619888395763553,Iris-setosa
+12,6.179366489656407,3.054000000000011,4.899499479801656,1.6654276437678046,Iris-versicolor
+13,5.10894771618422,3.303938814987078,1.5100223822651364,0.3584653937683036,Iris-setosa
+14,6.179366488637848,3.054000000000001,4.899491429483329,1.6654274895844376,Iris-versicolor
+15,6.179366488848292,3.6470992345536875,1.5100224119008074,0.29457595634419786,Iris-setosa
+16,6.180043761044196,3.0540007848432156,4.906824539584092,1.670767078786906,Iris-virginica
+17,6.180061390161816,3.0540000000052796,5.4476523155074865,1.6658028630750303,Iris-virginica
+18,6.17937440445377,3.054000000000274,4.959684571676806,1.6654473874473879,Iris-virginica
+19,5.108947716393331,3.054036354069203,1.5100224032219092,0.26177830780583294,Iris-setosa
+20,5.108947716261662,3.127627513142617,1.5100223865009623,0.2788008683086502,Iris-setosa
+21,6.179415425118705,3.0540000000005376,5.107491436750398,1.6654865162912298,Iris-virginica
+22,6.17936649099678,3.05400112329051,4.8994916548966145,1.6654980359944824,Iris-versicolor
+23,6.180169100670859,3.0540000000028136,5.655940678790715,1.6657527025317431,Iris-virginica
+24,6.179437202181659,3.07960997821629,4.902746823729416,1.708278242730816,Iris-setosa
+25,6.179366885192576,3.2848651242291584,1.5101628738688828,0.26694492631679656,Iris-setosa
+26,6.179366488630299,3.0540000000000003,4.899491413572211,1.6654274808968346,Iris-versicolor
+27,6.1793664886232555,3.0540000000000003,4.899491308136047,1.6654274787148622,Iris-versicolor
+28,6.1793664929944585,3.51561551972376,1.5100245885257444,0.2681397019357507,Iris-setosa
+29,6.179366488623745,3.0540000000000007,4.899491308289861,1.6654274802250746,Iris-versicolor
+30,6.17936723229676,3.054000000000027,4.906630738234761,1.6654308324672438,Iris-versicolor
+31,6.179366494492958,3.6162495175612532,1.5100258291541928,0.2684038265761948,Iris-setosa
+0,5.108947716614071,3.087921012815298,1.51002244148961,0.2660394830133128,Iris-setosa
+1,5.108947716222901,3.0637757828120584,1.510022383779194,0.2701124703992386,Iris-setosa
+2,6.179366668209909,3.0672926707503656,1.510093153464303,0.26291599971705343,Iris-setosa
+3,5.108947716173964,3.191569219013158,1.5100223820586194,0.4054781221324511,Iris-setosa
+4,5.108947716205768,3.0616150634092945,1.5100223830836121,0.26934705600308523,Iris-setosa
+5,6.179366488622937,3.0540000000000003,4.8994913025704765,1.6654274791363333,Iris-versicolor
+6,6.179366492532218,3.4698853261561062,1.5100238193419075,0.26955115625350784,Iris-setosa
+7,5.108947716178071,3.0540000000008676,4.899491296278601,1.665427576448225,Iris-versicolor
+8,5.108947716173919,3.0547372310586516,1.5100223820590775,0.27061619975189977,Iris-setosa
+9,6.179366494850937,3.0540000000000007,4.89963360873807,1.66542761174253,Iris-versicolor
+10,6.179366489627418,3.6149466483664003,1.51002264459829,0.2783332109395721,Iris-setosa
+11,6.179366488624429,3.054000000000001,4.8994913064098515,1.6654274843004457,Iris-versicolor
+12,6.179366490586634,3.0540000000023295,4.899493779062532,1.6654283091995588,Iris-versicolor
+13,5.108947716325552,3.054001070840941,1.5100223953221186,0.26157437925875415,Iris-setosa
+14,6.179366694096449,3.054000000000008,4.90212227165927,1.6654288069775312,Iris-versicolor
+15,6.179366577486015,3.0540000000002094,4.899818817153426,1.6654301998839944,Iris-versicolor
+16,6.179368698510515,3.054551981458017,4.89991638469687,1.669527306195316,Iris-setosa
+17,5.1089477162121755,3.2220792189163014,1.510022383425006,0.30248300742997863,Iris-setosa
+18,6.179366489400932,3.202295982194732,1.5100224655206973,0.26951997690513435,Iris-setosa
+19,5.108947716180363,3.0540000000164174,4.899491295437662,1.6654278528631778,Iris-versicolor
+20,5.1089477165437,3.0928436521490954,1.5100224263547664,0.2674810943934847,Iris-setosa
+21,5.1089477161807,3.0540000000000647,4.899491304643615,1.6654275291822527,Iris-versicolor
+22,6.179366489429781,3.0540000000000016,4.899506380915648,1.6654275766375726,Iris-versicolor
+23,6.179366488628174,3.0540000000000003,4.899491460136411,1.6654274786673549,Iris-versicolor
diff --git a/iris/lct_gan/0/19/test.csv b/iris/lct_gan/0/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/19/train.csv b/iris/lct_gan/0/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/19/val.csv b/iris/lct_gan/0/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/2/synth.csv b/iris/lct_gan/0/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89abb4586ab72931013423dae616ee5e2643f875
--- /dev/null
+++ b/iris/lct_gan/0/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366540428279,3.054000086408536,4.899499986095973,1.665515573614282,Iris-versicolor
+1,6.179366495046321,3.054000023855328,4.899492222076893,1.6654436296818622,Iris-versicolor
+2,5.108947716456857,3.2870556342396426,1.5100224243493419,0.2778815322958017,Iris-setosa
+3,6.179405085991139,3.054352833390612,4.900822765430166,1.6742505207064027,Iris-virginica
+4,6.179366488638508,3.0540000000000003,4.899491721051074,1.66542748116,Iris-versicolor
+5,6.179366488639962,3.0540000000000105,4.899491335629495,1.6654275114859634,Iris-versicolor
+6,6.1793665119169106,3.0666555474613957,1.5100358226750021,0.2620328608132746,Iris-setosa
+7,6.1793664964555886,3.665291955969314,1.5100277505215405,0.26836669048925793,Iris-setosa
+8,6.1890123934323436,3.0540000003827683,5.537675170780277,1.6683149213220962,Iris-virginica
+9,6.179366491997455,3.623916302597949,1.5100239911626863,0.2706712695273585,Iris-setosa
+10,6.179366525036853,3.062414918164611,1.510039002068563,0.2621440913034855,Iris-setosa
+11,6.1793664887557345,3.0540000000000056,4.8994923162865165,1.6654275561808378,Iris-versicolor
+12,6.179366488629324,3.0540000000000007,4.8994913897055525,1.6654274818762511,Iris-versicolor
+13,6.179366488622897,3.0540000000000003,4.899491303365315,1.665427478830723,Iris-versicolor
+14,5.108947716371852,3.0540000000685743,4.899491352036133,1.665430680337543,Iris-versicolor
+15,6.1793664886251385,3.0540000000000003,4.899491337064297,1.6654274798768207,Iris-versicolor
+16,6.179383575731054,3.054007899315437,4.900191288037683,1.6679318425725649,Iris-versicolor
+17,6.179366488654989,3.0540000000000034,4.899491474636021,1.6654275036043849,Iris-versicolor
+18,5.1089477162735815,3.2875048639501654,1.510022390493023,0.2884501231704038,Iris-setosa
+19,6.17936658061042,3.202256043509746,1.5100947687770263,0.26337536268051626,Iris-setosa
+20,6.179366489440747,3.1983651835897824,1.5100224709332872,0.26972741358628294,Iris-setosa
+21,5.108947716447743,3.054005145585758,1.5100224036097307,0.2616222435843652,Iris-setosa
+22,5.1089477161744545,3.0540000000000096,4.899491296901769,1.6654274879626805,Iris-versicolor
+23,6.179366489129475,3.60495700571299,1.510022477019098,0.28328334208031597,Iris-setosa
+24,6.180250491383379,3.054000000512692,5.0132301499542855,1.6665958299109718,Iris-virginica
+25,6.182579977909924,3.0540033206472863,4.915081018768249,1.6760015916104043,Iris-virginica
+26,5.108947716173359,3.054000000000001,4.899491295487796,1.6654274805815696,Iris-versicolor
+27,6.17936648864279,3.054000000000002,4.899491409482967,1.6654274972835728,Iris-versicolor
+28,6.208788033097051,3.054002355328264,4.968966568996116,1.6864781238034154,Iris-virginica
+29,6.180386836321644,3.0540000000033536,5.716954261876263,1.6658193636813625,Iris-virginica
+30,6.1793664921788665,3.7320808740782585,1.5100249716604475,0.26845573540463846,Iris-setosa
+31,5.108947716173494,3.0540000000000025,4.899491295306836,1.6654274810696785,Iris-versicolor
+0,6.179370661346526,3.097580894072257,1.5104019066598675,0.26954044129279003,Iris-setosa
+1,6.179366488632939,3.0540000000000007,4.899491427983213,1.665427482921075,Iris-versicolor
+2,6.17936894345762,3.085026652708121,1.5103199315716056,0.26585588150054895,Iris-setosa
+3,6.179366488623306,3.0540000000000003,4.899491307381472,1.6654274790065104,Iris-versicolor
+4,6.179366490021164,3.5901997066879834,1.5100227797218784,0.276027033879593,Iris-setosa
+5,5.108947716174214,3.054000031913433,1.510022382079457,0.2615353031189576,Iris-setosa
+6,6.179366490117101,3.7433674099349603,1.51002320201713,0.2715204852362607,Iris-setosa
+7,5.108947716236036,3.056837753203269,1.5100223853470185,0.264563059211896,Iris-setosa
+8,6.179366528235158,3.3446193987191797,1.5100489679529923,0.26525470156275177,Iris-setosa
+9,6.179380960502749,3.0540000000000727,5.080414671918831,1.6654460280303998,Iris-virginica
+10,6.179366605016966,3.0594691169571155,1.510068051418294,0.2624450876851913,Iris-setosa
+11,5.108947716175447,3.0540000178063607,4.899491293785945,0.2615363768402247,Iris-versicolor
+12,5.108947716238495,3.6034257609095652,1.5100223898992866,0.31434238479550164,Iris-setosa
+13,6.179366697024308,3.054000000000021,4.901479313033752,1.6654294849948588,Iris-versicolor
+14,6.182094224698787,3.0540001923738145,4.929025784470841,1.6722588573761912,Iris-virginica
+15,6.179366913096142,3.0540000000006637,4.900731216804925,1.6654347383910917,Iris-versicolor
+16,6.1795926433353685,3.0559499383159547,4.903021603760574,1.6994076048582014,Iris-virginica
+17,6.179366488640165,3.0540000000000003,4.899491751964748,1.6654274824506439,Iris-versicolor
+18,6.1797754313221605,3.0540112896578213,4.902365844576647,1.6723601427292945,Iris-virginica
+19,6.17936648866764,3.0540000000000003,4.899492877878138,1.6654274820929784,Iris-versicolor
+20,6.17936648863693,3.0540000000000003,4.899491666644275,1.665427480178242,Iris-versicolor
+21,6.179366489085651,3.601032994495008,1.5100224587060103,0.28546111136169633,Iris-setosa
+22,6.179411346629782,3.0540000003799412,4.915423407666049,1.6656988378846302,Iris-virginica
+23,6.179366488633678,3.054000000000001,4.899491369415091,1.6654274891457228,Iris-versicolor
+24,6.1796915253856035,3.054000000937601,4.944668624573525,1.666203151318455,Iris-virginica
+25,6.179383046450003,3.054000000681358,4.905253753187972,1.6655948319005431,Iris-virginica
+26,6.179391185305293,3.056455136399229,4.9008725095417836,1.6769358356258306,Iris-setosa
+27,6.179366488828258,3.054000000000001,4.899494306458712,1.6654275082279912,Iris-versicolor
+28,6.179963519761195,3.0540000108090486,4.929767312066632,1.6672204543927711,Iris-virginica
+29,6.18158681903991,3.0540000798135205,4.9367362938383055,1.6703252329501335,Iris-virginica
+30,6.179366496935604,3.054000000000001,4.899658309154558,1.6654276592964283,Iris-versicolor
+31,5.108947716173441,3.0540000000000007,4.899491297088724,1.6654274811437149,Iris-versicolor
+0,6.179366488625318,3.0540000000000003,4.899491358348255,1.6654274781177358,Iris-versicolor
+1,6.179366492949837,3.3040944998707014,1.5100236200274795,0.2675622429152413,Iris-setosa
+2,6.17936649345793,3.054000000000007,4.899546989830347,1.6654278896749712,Iris-versicolor
+3,6.179366488647863,3.0540000000000056,4.899491385049181,1.6654275114169688,Iris-versicolor
+4,5.108947716175418,3.0540000000000034,4.899491305880834,1.6654274888936365,Iris-versicolor
+5,6.179371146802349,3.2756856663283322,1.5104672132325774,0.27142484512030457,Iris-setosa
+6,6.179366498651806,3.0540000000001135,4.899538921328818,1.6654283860038526,Iris-versicolor
+7,6.179366492613227,3.573786079174099,1.5100242633279777,0.2695546181364187,Iris-setosa
+8,5.108947716182181,3.067397393884826,1.510022382220066,0.279091782964476,Iris-setosa
+9,6.179366488623261,3.0540000000000003,4.89949130573257,1.6654274792917831,Iris-versicolor
+10,5.108947716174746,3.054000000000001,4.899491307071719,1.6654274836263674,Iris-versicolor
+11,6.1793668477317825,3.0540000000000207,4.903358453690273,1.665430230559373,Iris-versicolor
+12,5.108947716179297,3.054000000005751,4.899491296439786,1.6654278440574881,Iris-versicolor
+13,5.10894771617394,3.054000000000004,4.899491296939522,1.6654274849171777,Iris-versicolor
+14,6.179366526178311,3.5698893205383264,1.5100487169258747,0.2670265609657695,Iris-setosa
+15,6.179366531115274,3.054000003236421,4.899502155924077,1.6654547577760985,Iris-versicolor
+16,5.108947716262706,3.054373090806648,1.510022386809618,0.2628144472001736,Iris-setosa
+17,6.179366488624975,3.054000000000001,4.899491309774566,1.66542748427841,Iris-versicolor
+18,6.183485323135963,3.05400000000723,6.270634903734426,1.6663541427631419,Iris-virginica
+19,6.179368741946133,3.0849649641185,1.5103074840525974,0.2661394161329046,Iris-setosa
+20,6.179366748630179,3.0625166726222286,1.5101250641643762,0.2629243228721277,Iris-setosa
+21,6.179366571686847,3.0777038091685447,1.5100670585250506,0.2629688602646019,Iris-setosa
+22,6.179366489930046,3.4718200019071346,1.5100226472425622,0.27581229707606814,Iris-setosa
+23,6.179366723849385,3.0777036948648266,1.5101252855050702,0.26319875624716726,Iris-setosa
+24,6.182104515576697,3.0541015705126493,4.906464054066125,1.6901014013456022,Iris-virginica
+25,6.179366488878176,3.0540000000000007,4.899497785796944,1.665427503472737,Iris-versicolor
+26,6.179459175119098,3.0543875489943755,4.90143988149817,1.6806718337076738,Iris-virginica
+27,6.179367016190735,3.054000000000034,4.90430037882257,1.6654311677174558,Iris-versicolor
+28,6.181540507039159,3.0540002675914133,4.923128803298074,1.6714030503636612,Iris-virginica
+29,6.179366493002146,3.5881039882677928,1.5100244166541545,0.2699232168175031,Iris-setosa
+30,6.179366498159511,3.0540000000000003,4.899754704706658,1.6654275645004604,Iris-versicolor
+31,6.179366580411498,3.0540000000000007,4.902067811197609,1.6654277358607255,Iris-versicolor
+0,6.184064313168526,3.0540002716006667,4.942446499380806,1.672670192525121,Iris-virginica
+1,6.17978215761342,3.0540000382634127,4.914217938728528,1.667392580072002,Iris-virginica
+2,6.179366913776767,3.0540000000000256,4.903844714665884,1.665430328496675,Iris-versicolor
+3,6.179496681602573,3.0540000000003706,5.394676880429219,1.6655153856230918,Iris-virginica
+4,5.1089477161890136,3.0540000000023633,4.899491300691095,1.665427726448715,Iris-versicolor
+5,6.179381689830464,3.0603535033366094,4.900646859809838,1.682403890692938,Iris-setosa
+6,6.179366491486734,3.5426850099158806,1.5100235302091445,0.27056109114600296,Iris-setosa
+7,6.179366488623089,3.0540000000000007,4.899491303073526,1.66542748015494,Iris-versicolor
+8,5.108947716174189,3.0540000000002037,4.899491294489721,1.6654275028942767,Iris-versicolor
+9,6.179366509555711,3.242269982200381,1.5100334533943345,0.2643054933684917,Iris-setosa
+10,6.179366490077275,3.2709735197059433,1.5100225895691828,0.27244225188519094,Iris-setosa
+11,5.108947716208989,3.2365654732378117,1.5100223833246202,0.3045723030514631,Iris-setosa
+12,5.108947716173146,3.054000000000017,4.899491293813671,1.6654274771020736,Iris-versicolor
+13,6.179405709660903,3.054018919631445,4.900621299535679,1.6699569619494865,Iris-virginica
+14,5.108947716187084,3.1735606070789517,1.51002238229674,0.3154769564336577,Iris-setosa
+15,6.1793664893265525,3.563260091277999,1.510022519459675,0.28100664030986594,Iris-setosa
+16,6.179366489052118,3.054000000000308,4.8994919614662,1.6654279233454865,Iris-versicolor
+17,6.17936648862282,3.0540000000000007,4.899491298986846,1.6654274810937935,Iris-versicolor
+18,6.179366488622806,3.0540000000000007,4.899491298901313,1.6654274807230098,Iris-versicolor
+19,6.179366489099102,3.7065366011808325,1.5100225018559659,0.2819887502064542,Iris-setosa
+20,6.179366488623291,3.0540000000000007,4.8994913030543605,1.665427481175465,Iris-versicolor
+21,6.179366488665989,3.0540000000000007,4.899492054356648,1.6654274876064152,Iris-versicolor
+22,6.17936939702961,3.054000000000222,4.9184512533897005,1.6654396321090432,Iris-versicolor
+23,6.1793670803991585,3.0549044859235814,1.5101539705791789,0.2625483542485522,Iris-setosa
diff --git a/iris/lct_gan/0/2/test.csv b/iris/lct_gan/0/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/2/train.csv b/iris/lct_gan/0/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/2/val.csv b/iris/lct_gan/0/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/20/synth.csv b/iris/lct_gan/0/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d112118c41ad07378fef31a3a276f670ee2c525
--- /dev/null
+++ b/iris/lct_gan/0/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716175644,3.0629539857676806,1.5100223820723575,0.29162267451252194,Iris-setosa
+1,6.179366490417574,3.520399919175164,1.510022915869013,0.27343950863962296,Iris-setosa
+2,6.190693002223728,3.0540000742002515,5.011222176307843,1.6738779054849502,Iris-virginica
+3,5.108947716187826,3.0540027785777752,1.5100223823239138,0.261813303224852,Iris-setosa
+4,6.179366499415336,3.51105640485081,1.5100284285710577,0.2676170154885001,Iris-setosa
+5,6.17936648862727,3.054000000000001,4.89949132934534,1.6654274850946036,Iris-versicolor
+6,6.179366820162317,3.0858870087433123,1.510136916495397,0.26409794504983336,Iris-setosa
+7,6.179366488681537,3.05400000000001,4.899491499809762,1.6654275290490304,Iris-versicolor
+8,6.179366488754951,3.0540000000000007,4.899494554911607,1.6654274955668236,Iris-versicolor
+9,6.179366488622938,3.0540000000000007,4.899491301383073,1.6654274799975386,Iris-versicolor
+10,6.179519158028182,3.055495656401224,4.902462199054028,1.6856605620025333,Iris-virginica
+11,6.179366491944542,3.712007672973011,1.5100245066438267,0.2695302684647282,Iris-setosa
+12,6.1793664886289745,3.0540000000000016,4.899491330976127,1.6654274874591655,Iris-versicolor
+13,6.179366568683158,3.054349653186488,1.5100413212743953,0.26178568654584516,Iris-setosa
+14,6.179366491856078,3.054000000000001,4.899552128451228,1.6654276286921168,Iris-versicolor
+15,6.1793665337815415,3.091900949139659,1.510052678927177,0.2625111924924555,Iris-setosa
+16,6.179482055526981,3.054002469523698,4.901213084751926,1.6687840690287148,Iris-virginica
+17,6.179392165619999,3.0750991703484067,1.5108861729819605,0.2718838701842814,Iris-setosa
+18,5.10894771617693,3.054206449053881,1.5100223820893344,0.2660606620303787,Iris-setosa
+19,6.179366488625557,3.0540000000000007,4.899491326783251,1.6654274812354077,Iris-versicolor
+20,6.179366915087169,3.054000000002812,4.900188886088711,1.6654373275386434,Iris-versicolor
+21,6.179366488627172,3.0540000000000003,4.899491431467282,1.6654274781744334,Iris-versicolor
+22,6.179366488622945,3.0540000000000003,4.899491305472793,1.6654274780422866,Iris-versicolor
+23,6.179366615620599,3.0540000000000265,4.900430590307864,1.665429026181569,Iris-versicolor
+24,6.179366488633274,3.0540000000000003,4.899491646602764,1.665427478607048,Iris-versicolor
+25,6.179366488625198,3.054000000000001,4.899491309636001,1.6654274843700945,Iris-versicolor
+26,6.179366488633115,3.0540000000000003,4.899491637799538,1.6654274788474817,Iris-versicolor
+27,6.179366498892259,3.303115853976671,1.5100268659965461,0.26504146682511887,Iris-setosa
+28,5.108947716175142,3.054000012603477,4.899491293779133,1.6654352323833306,Iris-versicolor
+29,6.179366488628554,3.054000000000001,4.899491333731465,1.6654274851611992,Iris-versicolor
+30,5.108947716214457,3.4154247756052274,1.5100223841809663,0.3268132220839582,Iris-setosa
+31,6.179366526526184,3.5658647478071637,1.5100482804266246,0.2668979866643301,Iris-setosa
+0,5.108947716198487,3.235376959278043,1.5100223828372281,0.3120937678861986,Iris-setosa
+1,5.1089477161788395,3.0540000084210184,4.899491294146062,1.6654401927203932,Iris-versicolor
+2,6.182017827353156,3.0540001385904603,4.93664292712847,1.670943222421767,Iris-virginica
+3,6.18081705865325,3.054000000018037,5.462205478152016,1.6660891353531166,Iris-virginica
+4,6.179366489864293,3.7764296862860554,1.5100230976125388,0.2718491595062518,Iris-setosa
+5,6.179367148146452,3.098230805693386,1.5101836797020725,0.2648494895121674,Iris-setosa
+6,6.179366624726408,3.3751584414261426,1.5101024942758783,0.2659337167404946,Iris-setosa
+7,6.215337899845418,3.054000235451943,5.07035885746177,1.6809002584820127,Iris-virginica
+8,6.1885487857484565,3.0540000000272407,6.2901257680022225,1.6671954785897072,Iris-virginica
+9,5.108947716250934,3.4979930933649555,1.5100223895775287,0.3095374078065573,Iris-setosa
+10,6.179366490479665,3.526953830334943,1.5100229246431116,0.27356727944968784,Iris-setosa
+11,6.179366494591077,3.678503276280665,1.5100264731771473,0.26786075825596967,Iris-setosa
+12,6.1793664906372845,3.7574966631571023,1.510023754588796,0.2694156529590724,Iris-setosa
+13,6.179461611409453,3.0540000000003698,5.299141283904907,1.6654999134211594,Iris-virginica
+14,6.179366488623489,3.0540000000000003,4.8994913151254105,1.6654274785423522,Iris-versicolor
+15,6.179366513550657,3.565155304877851,1.510040985342506,0.2669222594218834,Iris-setosa
+16,6.179366488639697,3.0540000000000003,4.899491949787457,1.6654274791729282,Iris-versicolor
+17,6.179366488625823,3.0540000000000007,4.899491321279467,1.6654274845890669,Iris-versicolor
+18,6.1793664888173625,3.0540000000000553,4.899491698162432,1.6654276380311437,Iris-versicolor
+19,6.179366796969705,3.3533773431462106,1.5101543676955074,0.26632110823354527,Iris-setosa
+20,6.179999082881318,3.0540518306202977,4.90303079707187,1.681017056520694,Iris-virginica
+21,6.179367177535225,3.0567513379826132,1.5101736732488649,0.2634308310280206,Iris-setosa
+22,6.1793664886230495,3.0540000000000003,4.899491306721311,1.6654274781916365,Iris-versicolor
+23,5.108947716323497,3.333305764831775,1.510022396494083,0.29186078275939104,Iris-setosa
+24,6.187110264530845,3.0540009917715283,4.9331183393039195,1.6792726699744658,Iris-virginica
+25,6.179366488627993,3.0540000000000003,4.899491442546349,1.665427478365399,Iris-versicolor
+26,6.17936652576768,3.172545396874481,1.5100473806159225,0.26307145830969797,Iris-setosa
+27,6.179366489605394,3.749980823424516,1.5100228328154917,0.27428495854276175,Iris-setosa
+28,6.179366625364961,3.2179908035339038,1.5101057658637882,0.2646373138373987,Iris-setosa
+29,6.179366488624755,3.0540000000000003,4.899491367439081,1.6654274773928586,Iris-versicolor
+30,6.17936648862956,3.054000000000001,4.899491356028145,1.6654274857227647,Iris-versicolor
+31,6.179366488623527,3.0540000000000003,4.899491313363058,1.6654274788788845,Iris-versicolor
+0,6.180135778587529,3.0540000879806293,4.915215906633547,1.669505050424233,Iris-virginica
+1,6.179366561714266,3.054000000000002,4.900893222632595,1.6654280099488872,Iris-versicolor
+2,6.179366488628699,3.054000000000001,4.8994913391931,1.6654274885625393,Iris-versicolor
+3,6.179366488669418,3.0540000000000003,4.8994927219138775,1.6654274847785873,Iris-versicolor
+4,5.10894771619997,3.3881835529314523,1.5100223831356592,0.33052231748594946,Iris-setosa
+5,6.17936648862394,3.0540000000000003,4.899491327026583,1.6654274779427967,Iris-versicolor
+6,6.179366489829899,3.7976978796350283,1.5100231731477332,0.2706596607198235,Iris-setosa
+7,6.179366535771478,3.5321934870055998,1.510054723670421,0.26661344057373404,Iris-setosa
+8,6.1793728705200826,3.0540000000000735,4.9655481486352295,1.665440412150451,Iris-versicolor
+9,6.1793666027254135,3.054000000000002,4.901890659192206,1.6654281808395326,Iris-versicolor
+10,5.108947716317331,3.054000182138977,4.899491313511424,1.6654777653590047,Iris-versicolor
+11,6.179366489435358,3.7010776874404527,1.510022656719838,0.27703435070446825,Iris-setosa
+12,6.179366488624453,3.0540000000000007,4.899491320411575,1.6654274805621663,Iris-versicolor
+13,5.108947716173363,3.0554519600821304,1.510022382056111,0.27113358397749193,Iris-setosa
+14,6.179366527002774,3.0540000000000327,4.899744058403105,1.6654286625471428,Iris-versicolor
+15,5.108947716173582,3.061045927488767,1.510022382056735,0.29619997968159506,Iris-setosa
+16,6.179366492487054,3.665360370769265,1.5100246399654749,0.26967460344363015,Iris-setosa
+17,6.180707968776496,3.0545633828514016,4.906382750206379,1.705853094108942,Iris-virginica
+18,6.179380621152465,3.054000000000017,5.1611069845611395,1.6654394351097164,Iris-virginica
+19,6.179366488622833,3.0540000000000003,4.899491303395893,1.6654274781897889,Iris-versicolor
+20,6.179366495261446,3.054000000001147,4.899505801524542,1.6654287148912565,Iris-versicolor
+21,5.1089477161832475,3.054212374974679,1.5100223821945464,0.26479368307849227,Iris-setosa
+22,5.108947716173304,3.0540000000000007,4.899491295842324,1.6654274814307164,Iris-versicolor
+23,6.179366494575,3.6317625734501786,1.5100262119870307,0.267766729229828,Iris-setosa
+24,6.210040391613434,3.054002150037228,4.9738402981173495,1.6860017766478783,Iris-virginica
+25,6.179368301693214,3.0540000000000185,4.9246619249456085,1.6654322257214988,Iris-versicolor
+26,6.1793669946298175,3.0573241919937963,1.5101573073651964,0.26291798445649295,Iris-setosa
+27,6.179366494685353,3.0545022543600604,1.5100236647726615,0.26173554109534075,Iris-setosa
+28,5.10894771629746,3.3170942649290414,1.5100223927260927,0.2917330694482442,Iris-setosa
+29,6.180454605385853,3.054000000000872,6.2075771021713715,1.6657230125792422,Iris-virginica
+30,6.179366488625001,3.0540000000000003,4.899491344569087,1.6654274784960885,Iris-versicolor
+31,6.179366488625522,3.0540000000000016,4.899491306592819,1.6654274866643246,Iris-versicolor
+0,5.108947716173568,3.0540000000000034,4.899491295324434,1.6654274821021293,Iris-versicolor
+1,6.17936887059106,3.0554791494753126,4.899980295250947,1.6692712031226853,Iris-setosa
+2,6.1793664888896,3.5347556933878064,1.5100224105809188,0.2918018799716413,Iris-setosa
+3,6.1793664886234065,3.0540000000000003,4.899491309257423,1.6654274789466244,Iris-versicolor
+4,6.179377414364778,3.054000415948017,4.900050369724437,1.6672564865069537,Iris-versicolor
+5,6.179366489022286,3.5741927557033266,1.5100224389150778,0.28747118691539686,Iris-setosa
+6,6.179366488634532,3.0540000000000007,4.899491442836568,1.6654274848407373,Iris-versicolor
+7,6.179366492470099,3.094136330604027,1.5100232182373399,0.26334952438423936,Iris-setosa
+8,6.179366490140033,3.722057333127885,1.510023133499304,0.27241831067984046,Iris-setosa
+9,6.1924892624747,3.0540011226950474,4.947987234073712,1.6822277172863795,Iris-virginica
+10,6.179366496994785,3.0540000040214736,4.899492901592494,1.6654381680585904,Iris-versicolor
+11,6.17936648863357,3.0540000000000007,4.899491479759197,1.6654274832895926,Iris-versicolor
+12,6.179366488642254,3.0540000000000003,4.8994917251024015,1.6654274835433656,Iris-versicolor
+13,6.179368844855198,3.0713497153968854,1.5103058530052695,0.26720747085710284,Iris-setosa
+14,6.179371282935647,3.0542310277365625,4.900045859981578,1.6701104240372115,Iris-versicolor
+15,6.179366497623839,3.35503815362876,1.51002586833067,0.26683413448919185,Iris-setosa
+16,6.179366549697543,3.1587685404047603,1.510069470035656,0.2629860798837679,Iris-setosa
+17,6.179366488624269,3.0540000000000003,4.899491328175471,1.6654274782178566,Iris-versicolor
+18,6.179366488625009,3.0540000000000003,4.899491363095788,1.6654274779606284,Iris-versicolor
+19,6.1793689990635645,3.054000000000201,4.916416185231216,1.665439230951832,Iris-versicolor
+20,6.179375872366559,3.0540000000002046,4.977352926273264,1.6654466796383498,Iris-virginica
+21,6.2069370743105585,3.0540000089515513,5.335427412564961,1.67347628855209,Iris-virginica
+22,6.179368070450194,3.252838961173709,1.5102900447078522,0.2682094481233599,Iris-setosa
+23,5.108947716193217,3.495058160267653,1.5100223829002801,0.3584801493348089,Iris-setosa
diff --git a/iris/lct_gan/0/20/test.csv b/iris/lct_gan/0/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/20/train.csv b/iris/lct_gan/0/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/20/val.csv b/iris/lct_gan/0/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/21/synth.csv b/iris/lct_gan/0/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c66ad7de30a596428688cd77091a100bd864ac2f
--- /dev/null
+++ b/iris/lct_gan/0/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.182787660072088,3.0540064713003363,4.912407688890058,1.6801930330380206,Iris-virginica
+1,6.1793664886293005,3.0540000000000007,4.8994913595227105,1.665427484572239,Iris-versicolor
+2,6.1793664886252015,3.0540000000000003,4.8994913398698605,1.6654274787824157,Iris-versicolor
+3,5.108947716174885,3.0540000000000047,4.899491300956982,1.6654274886085134,Iris-versicolor
+4,6.179366919281686,3.0540000300815646,4.89956408276415,1.6656104970641117,Iris-versicolor
+5,6.183923079788739,3.054000062383556,4.963973074346147,1.6714558779973068,Iris-virginica
+6,5.108947716173973,3.0540000000000127,4.89949129578165,1.6654274878469852,Iris-versicolor
+7,6.179501729578149,3.0568361917903335,4.902462364965118,1.6954642954371582,Iris-virginica
+8,5.108947716180295,3.0540000000001704,4.8994913030363065,1.6654275716550724,Iris-versicolor
+9,6.179366613238824,3.293385110854251,1.5101060010954879,0.26443175987244705,Iris-setosa
+10,5.108947716440145,3.0540003244947203,4.899491343962881,1.66547177650045,Iris-versicolor
+11,6.1793664888354405,3.6354448145957425,1.5100224081278848,0.2960244840227995,Iris-setosa
+12,5.108947716207936,3.0592517575705966,1.5100223833983664,0.268118389999108,Iris-setosa
+13,6.17936648988677,3.0540000015955213,4.899491496540232,1.6654319766766637,Iris-versicolor
+14,6.179366488827261,3.593877620391382,1.5100224027140696,0.2981709290884024,Iris-setosa
+15,6.179366501973711,3.0540000000000087,4.899615467684411,1.6654279665700464,Iris-versicolor
+16,6.179367426274003,3.0587087851271355,1.510195475201596,0.2638496311183779,Iris-setosa
+17,6.179366489912025,3.0540000000005847,4.899493850680124,1.6654281334756227,Iris-versicolor
+18,5.108947716202784,3.2550603943646683,1.510022383038289,0.31228813513794557,Iris-setosa
+19,6.179387479217274,3.054000000000043,5.209311434233562,1.665446047980687,Iris-virginica
+20,6.179366489087732,3.4814383345675872,1.5100224381116478,0.2853910985881943,Iris-setosa
+21,6.179366489869635,3.7760317161583274,1.510023080421669,0.2722148839881723,Iris-setosa
+22,6.179366488625688,3.0540000000000003,4.899491417426401,1.6654274771264321,Iris-versicolor
+23,6.179366488627775,3.0540000000000007,4.899491349371593,1.6654274826604458,Iris-versicolor
+24,6.17936648862712,3.0540000000000003,4.899491413770672,1.665427478633586,Iris-versicolor
+25,6.179366524713316,3.054000000000005,4.89998508112145,1.6654281926873056,Iris-versicolor
+26,6.179366688731888,3.358509277417246,1.5101244654748311,0.2657048635792159,Iris-setosa
+27,5.108947716173796,3.0540000000000007,4.899491300485855,1.665427481911755,Iris-versicolor
+28,6.179839179060638,3.0545838159993415,4.903759075621678,1.6896894409910304,Iris-virginica
+29,5.108947716554618,3.0545713687671863,1.510022420156072,0.26248853922553267,Iris-setosa
+30,6.179366498201022,3.0545207061093973,1.510024856408309,0.26167554843006724,Iris-setosa
+31,6.1800986094731,3.0542674843841704,4.903859078384251,1.6945729977067205,Iris-virginica
+0,6.179366501170064,3.563148814193741,1.5100315255027752,0.26637664322752286,Iris-setosa
+1,6.179389889095184,3.0540000000000496,5.207894083741772,1.6654470845528677,Iris-virginica
+2,6.179710522607144,3.054000000000722,5.621388473832908,1.6655891146641193,Iris-virginica
+3,5.10894771619071,3.3945682817094243,1.5100223825730936,0.3542896341603644,Iris-setosa
+4,6.181934306237357,3.0540000000052907,6.104275381475409,1.6661100101558672,Iris-virginica
+5,6.1793664905967995,3.4514928469190864,1.5100229004404746,0.2720807315449417,Iris-setosa
+6,6.179366488713413,3.0540000000000043,4.899491860352823,1.6654275213350502,Iris-versicolor
+7,6.179366489502907,3.054000000001123,4.899492344488268,1.6654280559445305,Iris-versicolor
+8,6.1793664889854,3.442818360305249,1.5100224158043365,0.2882528137662261,Iris-setosa
+9,6.179698043895876,3.054000039437904,4.913843898137762,1.6669449138684227,Iris-virginica
+10,5.108947716176868,3.054000000000052,4.899491299009094,1.6654275144575459,Iris-versicolor
+11,6.17936931359729,3.054000000001108,4.910627112318324,1.6654462555700906,Iris-versicolor
+12,6.179367159616196,3.0540001826012837,4.8995572720614105,1.6656144153304375,Iris-versicolor
+13,6.179366488626702,3.0540000000000007,4.8994913486406375,1.6654274802537379,Iris-versicolor
+14,6.179560455169336,3.05402919074274,4.901523436589659,1.671177112545619,Iris-virginica
+15,6.1793691336680405,3.0540000337654107,4.899846838466504,1.6656722195403257,Iris-versicolor
+16,6.179366488725173,3.0540000000000007,4.899493684104151,1.665427491779455,Iris-versicolor
+17,6.17936648941202,3.758056551745859,1.5100227060364342,0.2758587562018622,Iris-setosa
+18,6.179366488623106,3.0540000000000007,4.8994913032456795,1.6654274796061876,Iris-versicolor
+19,5.1089477162646695,3.054000209206867,4.899491302545557,1.6654959604381798,Iris-versicolor
+20,6.179366489341074,3.4950403353273045,1.5100225018932114,0.27933917616650333,Iris-setosa
+21,6.17936648984074,3.380417056414858,1.5100225966154825,0.2736459081000288,Iris-setosa
+22,6.179366490136652,3.054000000000002,4.899515132716454,1.6654276049902605,Iris-versicolor
+23,6.179366505162973,3.602153338361377,1.51003372183482,0.2669426599633379,Iris-setosa
+24,6.17936648953737,3.644286088043045,1.5100226437204503,0.2774310454477875,Iris-setosa
+25,6.1793699962150646,3.0553764319887478,4.900080888864142,1.6727610965281867,Iris-setosa
+26,6.1793665382955,3.0540000000126617,4.899555184737708,1.6654357344437825,Iris-versicolor
+27,6.179366488623063,3.0540000000000003,4.899491307201638,1.665427478652308,Iris-versicolor
+28,6.179366738282967,3.104414710888538,1.510125606105642,0.2637517619859228,Iris-setosa
+29,6.179366514335403,3.0540004958430207,4.899494601716468,1.6654694403653285,Iris-versicolor
+30,6.179366488627487,3.0540000000000007,4.899491366097064,1.6654274814746999,Iris-versicolor
+31,6.179368542615202,3.2792314642527587,1.5103344413352446,0.2689720592605729,Iris-setosa
+0,5.108947716175227,3.054114219537152,1.5100223820710676,0.2649477958604215,Iris-setosa
+1,5.108947716429217,3.0725076458675105,1.5100224077161177,0.26598963779863627,Iris-setosa
+2,5.108947716247211,3.561438289643456,1.5100223905445864,0.31077002928805375,Iris-setosa
+3,6.179366547763265,3.2040096879301805,1.510065678434425,0.2631462349058984,Iris-setosa
+4,6.179416528872137,3.059661708659856,4.901536729409592,1.6918098742526895,Iris-setosa
+5,5.108947716176271,3.054000000000093,4.899491297348104,1.6654275121342677,Iris-versicolor
+6,6.179383696875354,3.054003212716397,4.900159558518932,1.668290788710594,Iris-versicolor
+7,6.179366488623065,3.0540000000000007,4.899491302216561,1.6654274809993836,Iris-versicolor
+8,6.181266957192919,3.0540002159458415,4.923357967746036,1.6709239438204064,Iris-virginica
+9,6.179366488624436,3.0540000000000003,4.8994913446943915,1.6654274777076443,Iris-versicolor
+10,6.179366488633507,3.0540000000000007,4.8994914490569625,1.6654274833547575,Iris-versicolor
+11,6.179396878083857,3.0540000009718207,4.907572586371805,1.665700679422138,Iris-virginica
+12,5.108947716178634,3.0544098807310953,1.5100223821238752,0.26643366161891247,Iris-setosa
+13,6.179366488635185,3.0540000000000003,4.899491530980138,1.6654274816517893,Iris-versicolor
+14,6.1793664886230575,3.0540000000000007,4.899491301085666,1.6654274806576954,Iris-versicolor
+15,6.179366489055827,3.3893870970251716,1.510022428432094,0.2811485237439887,Iris-setosa
+16,5.108947716173681,3.0975919316256375,1.5100223820570444,0.34892814829241314,Iris-setosa
+17,6.179366488625947,3.0540000000000003,4.899491386792773,1.6654274780245568,Iris-versicolor
+18,6.179366531086753,3.405950381913949,1.5100542462967261,0.2649645638890589,Iris-setosa
+19,6.179465466686867,3.06026255339768,4.902433664300845,1.6942776624702875,Iris-virginica
+20,5.108947716173296,3.0540000000000007,4.899491296229356,1.6654274819730672,Iris-versicolor
+21,6.179366489307461,3.711267937948539,1.5100225990061997,0.27845674251122354,Iris-setosa
+22,5.108947716195467,3.0540000000136445,4.899491302660036,1.665428193715248,Iris-versicolor
+23,5.108947716173377,3.054000000000001,4.899491295396018,1.6654274811163055,Iris-versicolor
+24,6.179366489441674,3.6765344446468298,1.5100226345108074,0.27715874401315144,Iris-setosa
+25,6.179392885917072,3.054000000179705,4.914772312362051,1.665574368013487,Iris-virginica
+26,5.108947716173463,3.0540000000000016,4.899491295820256,1.6654274812454577,Iris-versicolor
+27,6.179385193664541,3.0617568273880056,4.900825497979946,1.6819219937667738,Iris-setosa
+28,6.179366525515751,3.2681473393516356,1.510047781429051,0.26406917132177854,Iris-setosa
+29,6.180321696579094,3.0540000000403995,5.233435933757186,1.6660612963182473,Iris-virginica
+30,6.179368061547722,3.0974712848563337,1.5102639651831353,0.26595343961612905,Iris-setosa
+31,6.183128522853488,3.054000000301175,5.2812228299686295,1.6672777730665511,Iris-virginica
+0,6.17936648862583,3.0540000000000003,4.899491392310503,1.6654274777081841,Iris-versicolor
+1,6.179366488630992,3.0540000000000007,4.899491409249248,1.665427484977029,Iris-versicolor
+2,5.1089477161745815,3.0540000000000194,4.899491296454152,1.6654274916928835,Iris-versicolor
+3,6.1793722098106665,3.09337324542287,1.5104586980588546,0.2693607900303709,Iris-setosa
+4,6.179367988068748,3.05400000000081,4.905028617115977,1.6654408885541612,Iris-versicolor
+5,6.179366511941051,3.0540000000002316,4.8995696173963825,1.6654291766308567,Iris-versicolor
+6,6.179366488626955,3.0540000000000007,4.899491329695154,1.665427485269233,Iris-versicolor
+7,6.179366490862995,3.7402444391721295,1.5100238534036778,0.2698789105408099,Iris-setosa
+8,6.179366984058227,3.054000000000004,4.909332983934008,1.6654289926826344,Iris-versicolor
+9,6.179366495884295,3.05691330816205,1.5100243565739544,0.261889652360456,Iris-setosa
+10,6.17936649071564,3.0558135331289766,1.5100226977434397,0.26225150796326846,Iris-setosa
+11,5.108947716173922,3.054000000183754,4.899491293802289,1.6654277498843382,Iris-versicolor
+12,6.179366488628078,3.0540000000000016,4.899491324262282,1.6654274882069813,Iris-versicolor
+13,6.181784673599294,3.0540805725498914,4.905825666887148,1.6878651814673042,Iris-virginica
+14,6.179366489085048,3.0540000000002108,4.899492343802964,1.6654278379823078,Iris-versicolor
+15,6.179366488631005,3.054000000000002,4.899491333134365,1.665427490023935,Iris-versicolor
+16,6.1793669642752755,3.104172927936828,1.5101672421356933,0.2646573359687658,Iris-setosa
+17,5.108947716538504,3.0541881174945007,1.5100224140989706,0.26203232115419217,Iris-setosa
+18,6.214612664068065,3.054000084303431,5.142319054898293,1.6783654774203638,Iris-virginica
+19,6.179366488623129,3.0540000000000007,4.899491303423737,1.6654274797675563,Iris-versicolor
+20,6.1823058372048845,3.054000000016655,5.793391483880351,1.6663547939680396,Iris-virginica
+21,6.179398862057856,3.05400000000092,5.020754691946213,1.6654857327705097,Iris-virginica
+22,6.179505994066678,3.0540635884298553,4.90157467087208,1.6738622007107504,Iris-virginica
+23,5.1089477162092995,3.054000000017399,4.899491309480636,1.6654287757335184,Iris-versicolor
diff --git a/iris/lct_gan/0/21/test.csv b/iris/lct_gan/0/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/21/train.csv b/iris/lct_gan/0/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/21/val.csv b/iris/lct_gan/0/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/22/synth.csv b/iris/lct_gan/0/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c233708fd9c1253d7f4d27397dc33f2926499356
--- /dev/null
+++ b/iris/lct_gan/0/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716189529,3.0540000000000505,4.899491327461524,1.6654275479831242,Iris-versicolor
+1,6.179366488730055,3.0540000000000007,4.899494122657395,1.6654274933529956,Iris-versicolor
+2,6.17936648863494,3.0540000000000003,4.899491562855975,1.6654274807949125,Iris-versicolor
+3,6.204222149586421,3.054000007411817,5.3292212168954975,1.6728552697083061,Iris-virginica
+4,6.179368382123547,3.0773067051732146,1.5102857981569788,0.2670019947397123,Iris-setosa
+5,6.17936649793394,3.6736225912410774,1.5100294706213377,0.26735480287376634,Iris-setosa
+6,6.181021861816695,3.054000574081537,4.916483751887262,1.67130299013629,Iris-virginica
+7,6.181344116728972,3.054000138779601,4.926123115048885,1.6717497103747774,Iris-virginica
+8,6.179366488639834,3.0540000000000003,4.89949189750322,1.6654274793355406,Iris-versicolor
+9,5.108947716194131,3.0540000000548964,4.899491299517338,1.6654289656371155,Iris-versicolor
+10,6.180519080455826,3.0540000020228493,4.986580362489911,1.6671705133902615,Iris-virginica
+11,5.108947716251233,3.532465858276188,1.5100223902144712,0.31124418478161203,Iris-setosa
+12,5.108947716173459,3.054000000000004,4.899491294901828,1.6654274814435182,Iris-versicolor
+13,6.179366519952325,3.0552728403202276,1.5100345858081676,0.2618385022190351,Iris-setosa
+14,5.108947716580873,3.054000475611383,4.899491366113095,1.6654757431744596,Iris-versicolor
+15,6.1793664887465525,3.0540000000000007,4.899493557077137,1.6654275049992424,Iris-versicolor
+16,6.179366590710882,3.0794860182490775,1.510081010676833,0.2627862797310032,Iris-setosa
+17,6.183089555802789,3.054000000152953,5.384523525103465,1.666989882589665,Iris-virginica
+18,6.17936648959071,3.808565374842029,1.5100229711552258,0.271783300842895,Iris-setosa
+19,6.179366490451105,3.1169936354160974,1.5100226158078103,0.26563957057079973,Iris-setosa
+20,6.179878805990809,3.05400436598807,4.903035774404552,1.6718279381601302,Iris-virginica
+21,6.17963205858471,3.0540000000003933,5.672696196435864,1.6655512513356627,Iris-virginica
+22,6.179366509279219,3.0540000000000043,4.899762490875977,1.6654280053538633,Iris-versicolor
+23,6.179366488622907,3.0540000000000007,4.8994913011286645,1.6654274799920044,Iris-versicolor
+24,6.179366488626049,3.0540000000000003,4.899491372383847,1.6654274792231312,Iris-versicolor
+25,6.179366488623059,3.0540000000000007,4.899491302253309,1.6654274801520783,Iris-versicolor
+26,6.179366489038741,3.0540000000080956,4.899491540235151,1.6654292590323287,Iris-versicolor
+27,5.108947716176405,3.0561780887381524,1.5100223820873195,0.27399512441855195,Iris-setosa
+28,6.1793664886228825,3.0540000000000007,4.899491301407698,1.665427479913547,Iris-versicolor
+29,6.179366488979774,3.0540000000000003,4.899503064119048,1.6654274917979732,Iris-versicolor
+30,5.108947716181147,3.0540000000002423,4.8994913021921125,1.6654275665316212,Iris-versicolor
+31,6.179366489213339,3.7360903522790108,1.5100225768729232,0.27831258898994615,Iris-setosa
+0,5.108947716219166,3.0540000000118868,4.899491313357236,1.6654284291839054,Iris-versicolor
+1,6.179366488934633,3.0540000000000007,4.899500194845901,1.6654275004753585,Iris-versicolor
+2,6.179373190949188,3.061176960602242,1.5104770461698396,0.2664456796395266,Iris-setosa
+3,6.180092383102416,3.054000056547602,4.918271875557078,1.6682345014425985,Iris-virginica
+4,6.17936648862351,3.0540000000000003,4.899491314090566,1.6654274790370622,Iris-versicolor
+5,6.181370407156848,3.054051575213495,4.905183019173931,1.6867286611999914,Iris-virginica
+6,6.179366488623972,3.0540000000000003,4.899491326725752,1.6654274780133955,Iris-versicolor
+7,6.179366555831754,3.206896491112683,1.5100801835986688,0.26333822808705776,Iris-setosa
+8,6.179366491035433,3.4168185983613104,1.5100230432766817,0.27071636734759896,Iris-setosa
+9,6.179368569387299,3.054206311896966,4.899897403339695,1.6678971644588587,Iris-versicolor
+10,5.108947716369784,3.333994394824958,1.5100224048736057,0.28609773639552194,Iris-setosa
+11,6.179366694734671,3.201778376322135,1.5101226287766043,0.2647897832330432,Iris-setosa
+12,6.179539241530118,3.0540000000006167,5.3926533232563765,1.6655438668714497,Iris-virginica
+13,6.179366488623305,3.0540000000000003,4.899491310815113,1.6654274786877477,Iris-versicolor
+14,6.179366968184182,3.1923323170736073,1.5101676004980362,0.26569172358296034,Iris-setosa
+15,6.179396606677159,3.0540436249515905,4.900485574493576,1.6698183918278442,Iris-versicolor
+16,5.108947716364553,3.2024730209447565,1.5100223986785433,0.27814447410136,Iris-setosa
+17,6.179366562419445,3.1391914367542038,1.5100765099461597,0.26312009735388886,Iris-setosa
+18,6.183076030190819,3.0540081259906646,4.913435496559162,1.6791853271557857,Iris-virginica
+19,6.181296188842696,3.0540056367380837,4.909302037314317,1.6752055119243088,Iris-virginica
+20,6.194374180827134,3.054001705744884,4.9492579355777,1.6822808724086946,Iris-virginica
+21,6.179366488624504,3.0540000000000007,4.899491309087317,1.6654274820757204,Iris-versicolor
+22,6.17936649467186,3.0540000000000007,4.899633932120572,1.6654275787124002,Iris-versicolor
+23,6.179366506276851,3.3317435582099986,1.5100332163046328,0.26429946923671593,Iris-setosa
+24,6.17936649373268,3.290606249019337,1.510023964800782,0.26635735010029543,Iris-setosa
+25,6.179489636580899,3.0540001496503604,4.903837880457853,1.667265622339686,Iris-virginica
+26,5.108947716177574,3.0595776475323206,1.5100223820902807,0.2858673568993274,Iris-setosa
+27,6.17936648862323,3.0540000000000003,4.899491307344004,1.6654274793244421,Iris-versicolor
+28,6.187081682302864,3.054009686189878,4.917521000659488,1.688132012546721,Iris-virginica
+29,6.181615591771924,3.054000000086371,5.316913082599963,1.6666490937203735,Iris-virginica
+30,6.179366488623083,3.0540000000000007,4.899491299571361,1.6654274821753214,Iris-versicolor
+31,5.1089477161756705,3.0540000000005048,4.8994912955525285,1.6654275456907834,Iris-versicolor
+0,6.179372207830789,3.0540000005821355,4.901739291802457,1.665519529490316,Iris-versicolor
+1,6.1829515548912335,3.054044313908823,4.907964243632639,1.6866392873805969,Iris-virginica
+2,5.108947716173408,3.054000000000001,4.899491296212237,1.665427481432554,Iris-versicolor
+3,6.179366489365108,3.5956934460343626,1.5100225486454901,0.27955283467862974,Iris-setosa
+4,6.179376667507517,3.054000000001326,4.941226800782642,1.665462497933076,Iris-virginica
+5,6.180299967703159,3.0540002492566343,4.91523351470516,1.6694602591096797,Iris-virginica
+6,6.179366488625412,3.0540000000000007,4.8994913298094165,1.6654274816990695,Iris-versicolor
+7,6.179366507437724,3.054000000000003,4.899754420004988,1.6654278283638675,Iris-versicolor
+8,6.179366748053062,3.0540000000098915,4.899851112802243,1.665445990877909,Iris-versicolor
+9,6.179461244726229,3.0540525212912057,4.901127312138545,1.671525068645143,Iris-virginica
+10,6.179366488623441,3.0540000000000007,4.899491307242729,1.6654274803779576,Iris-versicolor
+11,6.179366506643989,3.4070157827199656,1.5100330588697668,0.2659562611701797,Iris-setosa
+12,5.108947716176167,3.054000000000063,4.899491298261024,1.6654275153042306,Iris-versicolor
+13,6.179366489481517,3.054000000000001,4.899509174648501,1.66542754511101,Iris-versicolor
+14,6.179366552767459,3.0753834275957472,1.5100529216452967,0.26252551056313456,Iris-setosa
+15,5.108947716179076,3.328058586654497,1.5100223821398164,0.3852146192681974,Iris-setosa
+16,6.179366489656142,3.0560396570750488,1.5100224874797177,0.2624816463560452,Iris-setosa
+17,6.192298248108118,3.0540009967847164,4.949497479142012,1.6810055670925557,Iris-virginica
+18,5.108947716175629,3.060139647117558,1.510022382074951,0.2857349241964643,Iris-setosa
+19,6.179366489877939,3.658171149885843,1.5100228334100203,0.27468304072750643,Iris-setosa
+20,6.179366558496549,3.054000000000008,4.900280443361262,1.6654282966242904,Iris-versicolor
+21,6.180298265803233,3.0540000000178655,5.326197662582356,1.6659824755459387,Iris-virginica
+22,6.17936648931366,3.5294428823376838,1.5100225048547398,0.2803480790654301,Iris-setosa
+23,6.179366488622938,3.0540000000000007,4.899491300933209,1.6654274804214384,Iris-versicolor
+24,6.179731328963383,3.0542951887478,4.9029427856358785,1.689210380940563,Iris-virginica
+25,6.179366489463292,3.456135368088061,1.5100225156848333,0.2783705105623928,Iris-setosa
+26,6.17936648863268,3.0540000000000007,4.899491444493948,1.6654274831716376,Iris-versicolor
+27,6.179366746829809,3.0540000000000047,4.904011292917193,1.6654288699292457,Iris-versicolor
+28,6.179366488831922,3.054000000061558,4.899491340594624,1.6654301751418867,Iris-versicolor
+29,5.108947716248472,3.2811894257640115,1.5100223870908418,0.2917450053275468,Iris-setosa
+30,6.1793664895335665,3.0540000000030454,4.899492038267512,1.665428739003396,Iris-versicolor
+31,6.17936648865814,3.0540000000000003,4.899492417399178,1.6654274824431405,Iris-versicolor
+0,6.179368067208553,3.0540000000000207,4.920531239874882,1.6654322785308948,Iris-versicolor
+1,6.1793665178504895,3.0540255378110523,4.899499787459002,1.665612574787019,Iris-setosa
+2,5.108947716186493,3.0553050568633697,1.5100223822692136,0.26789103629013405,Iris-setosa
+3,6.179366488623366,3.0540000000000007,4.899491306568628,1.6654274797427233,Iris-versicolor
+4,6.179366519939301,3.539100187736211,1.5100444137067393,0.26681413083961986,Iris-setosa
+5,6.179366838842076,3.0548828016228415,1.5101079104366333,0.26260202715500314,Iris-setosa
+6,5.108947716320678,3.1142737221013976,1.510022392796894,0.27167987970452057,Iris-setosa
+7,5.108947716261771,3.192708237853158,1.5100223868752296,0.2842108772895322,Iris-setosa
+8,6.179366537676442,3.44501051886513,1.5100606221787467,0.2655625798928843,Iris-setosa
+9,6.179366489768925,3.740551584531549,1.510022918115699,0.2732952968726883,Iris-setosa
+10,6.1793671090889655,3.090045419858774,1.5101811413864288,0.26520400245180503,Iris-setosa
+11,6.179372600025708,3.0577326048125983,4.900269934290997,1.676737481081348,Iris-setosa
+12,6.179367063609981,3.1633735892731973,1.5101762835672885,0.26631245875344256,Iris-setosa
+13,6.179366491462853,3.597878392190634,1.5100236775694305,0.27063232707830737,Iris-setosa
+14,6.179368031558492,3.054000006727305,4.89978111432248,1.6655806458397542,Iris-versicolor
+15,6.179366490152061,3.0540000000000007,4.8995264454353515,1.6654275450597884,Iris-versicolor
+16,6.179366488657525,3.0540000000000007,4.899491805668734,1.665427489625589,Iris-versicolor
+17,6.179366489541894,3.7627237496386114,1.5100228158804774,0.2737955247652613,Iris-setosa
+18,6.179366491232885,3.6948214939982322,1.5100238137670012,0.27093889786810843,Iris-setosa
+19,5.108947716360711,3.099700625932679,1.510022397789218,0.27053865611361,Iris-setosa
+20,6.179366490549967,3.0543695525481405,1.5100226061076365,0.2618935569196963,Iris-setosa
+21,5.10894771617359,3.0540000000000025,4.899491295717069,1.66542748182259,Iris-versicolor
+22,6.179661078902247,3.0540000019854046,4.93448272331553,1.6662560764748005,Iris-virginica
+23,5.108947716175442,3.05400000001316,4.899491294294204,1.66542769875996,Iris-versicolor
diff --git a/iris/lct_gan/0/22/test.csv b/iris/lct_gan/0/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/22/train.csv b/iris/lct_gan/0/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/22/val.csv b/iris/lct_gan/0/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/23/synth.csv b/iris/lct_gan/0/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9323604f641d060775e60f03561ffb7bd4a7189f
--- /dev/null
+++ b/iris/lct_gan/0/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716203852,3.054000000001295,4.899491321471007,1.6654278084477323,Iris-versicolor
+1,6.179366488624995,3.0540000000000003,4.89949136047414,1.6654274779068983,Iris-versicolor
+2,5.108947716233609,3.054000018528088,4.899491302674186,1.6654477438060646,Iris-versicolor
+3,6.179368995412739,3.0540000003909054,4.900651337845896,1.6655089425677283,Iris-versicolor
+4,6.179380017054081,3.0540000000000127,5.16586141090683,1.6654377517247914,Iris-virginica
+5,5.10894771619323,3.05482645356252,1.510022382473993,0.26538131492706346,Iris-setosa
+6,6.1793664889086335,3.05400000000054,4.899491638853949,1.665428061436266,Iris-versicolor
+7,6.179486535988345,3.0540000000105327,5.028371034165888,1.6656112425927814,Iris-virginica
+8,6.179366488623756,3.0540000000000003,4.899491346775183,1.6654274767939954,Iris-versicolor
+9,6.179366488623047,3.0540000000000007,4.899491299939919,1.6654274817204135,Iris-versicolor
+10,6.1793664906166885,3.0540343866692834,1.5100226766222944,0.26162297355109837,Iris-setosa
+11,5.108947716263092,3.594319380112452,1.510022395034347,0.3047060440413969,Iris-setosa
+12,6.179677052874475,3.054127636715843,4.902516274539427,1.686718450731339,Iris-virginica
+13,6.17949661717892,3.055003484011438,4.902050860907771,1.6850189256466768,Iris-virginica
+14,6.179421709044744,3.0540000650562296,4.901975051655918,1.6665512618841476,Iris-virginica
+15,6.179366726126066,3.0560920806238725,1.510086220124059,0.2623135448154222,Iris-setosa
+16,6.179366490271566,3.257544784063648,1.5100226665005794,0.269817556208281,Iris-setosa
+17,6.179601183837658,3.054033688153201,4.901783925989315,1.6719250726045445,Iris-virginica
+18,5.10894771632097,3.2502206525948556,1.510022395113661,0.2825998621489226,Iris-setosa
+19,6.1793664886300785,3.0540000000000043,4.8994913202759625,1.6654274943369334,Iris-versicolor
+20,6.179366762876361,3.054000000000574,4.900321890403909,1.6654325571797546,Iris-versicolor
+21,6.179366488624481,3.0540000000000007,4.899491317690732,1.6654274820190926,Iris-versicolor
+22,6.179387772713093,3.0540000000006478,5.000264043154449,1.6654670415643529,Iris-virginica
+23,6.179366488665069,3.0540000000000007,4.899491923985414,1.6654274957231472,Iris-versicolor
+24,6.179366492553778,3.088546836940265,1.5100231993299487,0.26357497801533003,Iris-setosa
+25,6.179366488792824,3.0540000000000003,4.899497255136648,1.6654274862862004,Iris-versicolor
+26,6.179366489523919,3.604307322699297,1.510022609844195,0.27803025436747786,Iris-setosa
+27,6.179366488632049,3.0540000000000007,4.89949143670959,1.6654274828428781,Iris-versicolor
+28,6.1793664922646645,3.5157634770320882,1.5100239542086902,0.2688054169416805,Iris-setosa
+29,6.179366488625684,3.0540000000000007,4.8994913217737315,1.6654274818298267,Iris-versicolor
+30,5.108947716235819,3.237852037248791,1.5100223857026356,0.28991541066351173,Iris-setosa
+31,6.179368047782191,3.05412385734793,4.8997997432163,1.666940480026652,Iris-versicolor
+0,6.179370677134147,3.0540000000000878,4.941456035581598,1.6654386387877083,Iris-versicolor
+1,6.179366553297439,3.0656610721123454,1.5100571978313826,0.2623436679012035,Iris-setosa
+2,5.108947716176713,3.0571326576004463,1.5100223820816474,0.27975128211334155,Iris-setosa
+3,6.179366491865287,3.0540000000000007,4.899576164618779,1.665427586662276,Iris-versicolor
+4,6.179366489114682,3.0540000000000003,4.899506258709807,1.6654274983488595,Iris-versicolor
+5,6.179366488623256,3.0540000000000003,4.899491310053189,1.6654274785006373,Iris-versicolor
+6,6.179366764297611,3.1074540886056075,1.51013184827553,0.2641144261439349,Iris-setosa
+7,6.1793664886262585,3.0540000000000007,4.8994913312565025,1.6654274825121584,Iris-versicolor
+8,5.1089477163632715,3.0561272670512913,1.5100223941522304,0.26391023553806964,Iris-setosa
+9,6.179366488819566,3.601174151537076,1.5100224020182706,0.29873346265923956,Iris-setosa
+10,6.182109425456458,3.054057000954908,4.905997371771579,1.6882148170168165,Iris-virginica
+11,6.179577026122463,3.0582560285029508,4.903522301541416,1.6999864416931691,Iris-virginica
+12,6.179367089865578,3.056136167447129,1.5101560977082495,0.2627479374735806,Iris-setosa
+13,6.179467895972757,3.0540000205832176,4.906948116573236,1.6663402193967978,Iris-virginica
+14,6.179366489102928,3.6482684166959247,1.5100224786371792,0.28410361865843153,Iris-setosa
+15,6.17959749110088,3.054000004280624,4.918732902804386,1.6665867642252523,Iris-virginica
+16,6.179369652088017,3.054000002274303,4.9003561919842396,1.6655548513787404,Iris-versicolor
+17,6.18280071229984,3.054091858318927,4.907350368693461,1.6915882080614513,Iris-virginica
+18,6.179378438044124,3.0572250304999202,4.900536553753652,1.6763428233846709,Iris-setosa
+19,6.179366489269594,3.7861052287622803,1.5100226626740014,0.27565224846427294,Iris-setosa
+20,6.188077193278926,3.05400000003992,6.11256931943608,1.6672559253308528,Iris-virginica
+21,6.179366488637491,3.0540000000000003,4.899491701473398,1.665427481048684,Iris-versicolor
+22,6.179366488631293,3.0540000000000007,4.899491439885489,1.6654274827464106,Iris-versicolor
+23,6.179366488625001,3.0540000000000007,4.899491320649647,1.6654274823912902,Iris-versicolor
+24,6.1865807950889,3.054000077993054,4.981640709799133,1.6723538825162487,Iris-virginica
+25,5.108947716174265,3.054000000000025,4.899491295571173,1.6654274904111588,Iris-versicolor
+26,6.17936648862467,3.0540000000000007,4.899491312271693,1.6654274820182005,Iris-versicolor
+27,6.179366489902716,3.2540379846358802,1.5100225606496627,0.2704164186409846,Iris-setosa
+28,5.108947716293686,3.054002817404903,1.5100223925875746,0.2616090944580562,Iris-setosa
+29,6.179366490416738,3.7329825275637596,1.510023412719222,0.2711161961553222,Iris-setosa
+30,6.179366951950568,3.054000000004776,4.900282121525549,1.6654413969925554,Iris-versicolor
+31,6.179368321152256,3.0540000000000314,4.920421231247056,1.6654329927350011,Iris-versicolor
+0,6.1793664912016375,3.05408726397104,1.5100226611676004,0.26172336140569075,Iris-setosa
+1,6.179367807082411,3.268164623361714,1.5102704212361033,0.26916563198181576,Iris-setosa
+2,5.108947716217826,3.0540062203746374,1.5100223835064135,0.2618044451011509,Iris-setosa
+3,6.1793664979824285,3.6473775302986695,1.510029126605299,0.26742255340087523,Iris-setosa
+4,5.1089477161818575,3.344114685018034,1.5100223822110148,0.37760672086504843,Iris-setosa
+5,6.179367518529479,3.0540013837952023,4.899645713835397,1.6661662124419803,Iris-versicolor
+6,5.108947716182081,3.054000000002553,4.899491298541885,1.6654277187330981,Iris-versicolor
+7,6.179366488628524,3.0540000000000003,4.899491516583223,1.66542747797999,Iris-versicolor
+8,6.1793664899474035,3.3686528791291304,1.5100226254293423,0.27306264430238236,Iris-setosa
+9,6.179369616839991,3.0540040932531007,4.899821425953856,1.6663837045291143,Iris-versicolor
+10,5.1089477161732475,3.0540000000000034,4.89949129423191,1.6654274791446686,Iris-versicolor
+11,6.189228083038453,3.054001677505597,4.936937607110224,1.680220098365615,Iris-virginica
+12,6.185358451502365,3.054023522142087,4.9147110413381085,1.685826201937916,Iris-virginica
+13,6.179369165970248,3.054000000021929,4.903859230029722,1.6654766587784102,Iris-versicolor
+14,6.184158029997365,3.0540000011343347,5.169796839144369,1.6681592834534853,Iris-virginica
+15,6.179366488626234,3.0540000000000003,4.899491387082759,1.665427478631745,Iris-versicolor
+16,6.182527843597018,3.054000347487203,4.926448977716992,1.6727822466681577,Iris-virginica
+17,6.179366491368104,3.054000000000001,4.89954496313552,1.665427619924985,Iris-versicolor
+18,6.179366586418844,3.054000909031961,4.899514471527053,1.6656457215317941,Iris-versicolor
+19,6.179366488623474,3.0540000000000003,4.899491314201356,1.665427477880216,Iris-versicolor
+20,5.108947716212415,3.073901924228554,1.5100223835393354,0.2725969344291264,Iris-setosa
+21,6.180166061669668,3.054036094565301,4.903628970451317,1.6808416987770731,Iris-virginica
+22,5.1089477161815475,3.05400000498729,4.899491294430284,1.6654360450305457,Iris-versicolor
+23,6.179368313853158,3.070485534211923,1.5102741847896652,0.2655795095905576,Iris-setosa
+24,6.202745033262855,3.054000342512238,5.0086133989365305,1.6799856637867523,Iris-virginica
+25,6.179370497322682,3.165333431161105,1.5104070808226588,0.2695401425971118,Iris-setosa
+26,6.181020157040908,3.054000000090125,5.2566427061538805,1.6664061572827968,Iris-virginica
+27,5.108947716186131,3.0540007777128424,1.5100223824273964,0.26165657712409757,Iris-setosa
+28,5.108947716188416,3.472649248012115,1.5100223825584804,0.3715376667527318,Iris-setosa
+29,6.17936648862566,3.0540000000000003,4.899491345353067,1.6654274802466833,Iris-versicolor
+30,6.179366489363066,3.796256635325214,1.510022739717522,0.27441195349080244,Iris-setosa
+31,6.179366515799522,3.054000000000019,4.899705446847419,1.6654284527180514,Iris-versicolor
+0,6.1793666629956014,3.0540000000001957,4.900217383858768,1.6654309416740762,Iris-versicolor
+1,6.180952873038658,3.054010156208577,4.9056290780751795,1.6780571478576725,Iris-virginica
+2,6.179366488624308,3.0540000000000007,4.8994913154629955,1.6654274807095433,Iris-versicolor
+3,6.179366488624036,3.0540000000000003,4.899491323855893,1.6654274784902148,Iris-versicolor
+4,6.179368347530489,3.0611907140763566,1.510278159025615,0.26415573482281207,Iris-setosa
+5,5.108947716266186,3.309643439863276,1.5100223886711983,0.29597779788828993,Iris-setosa
+6,5.108947716180171,3.0540000000186978,4.89949129545617,1.6654278822234592,Iris-versicolor
+7,6.179366494111536,3.213532417604933,1.5100238347746469,0.2651026352195881,Iris-setosa
+8,6.179406677287505,3.054000000039744,4.933181942854084,1.6655594030838057,Iris-virginica
+9,6.180532384800762,3.0541171266223013,4.904654293557887,1.689871074445293,Iris-virginica
+10,5.1089477161868,3.0540000000098555,4.899491298566759,1.665427992469585,Iris-versicolor
+11,6.179366488627375,3.0540000000000016,4.899491315501532,1.66542748721222,Iris-versicolor
+12,5.10894771619322,3.235744997930792,1.5100223825266539,0.3220070831688255,Iris-setosa
+13,6.179366748569691,3.4160734025169632,1.5101364436634852,0.266605656564359,Iris-setosa
+14,6.179366490129781,3.0540000000000007,4.899527381924917,1.665427559746594,Iris-versicolor
+15,6.185202295016255,3.054002868223238,4.918823214717815,1.6826930954067323,Iris-virginica
+16,5.108947716271225,3.054041776436719,1.510022385835673,0.2620108245396121,Iris-setosa
+17,6.179366489567315,3.7315225825217295,1.5100227678278797,0.2748342121037442,Iris-setosa
+18,5.108947716337697,3.4600775906251564,1.5100224039778822,0.29438210284901745,Iris-setosa
+19,6.179367154724755,3.0540000014794657,4.899691176380757,1.6654881423853918,Iris-versicolor
+20,6.179366488623503,3.0540000000000003,4.899491316420758,1.6654274781467036,Iris-versicolor
+21,6.179366488890314,3.652287271021369,1.5100224214887727,0.29150779914162606,Iris-setosa
+22,6.179366504238419,3.0541010299345466,1.5100258281255703,0.2616351632692224,Iris-setosa
+23,6.182436363316887,3.0540735636554492,4.906318343873227,1.6922444904610148,Iris-virginica
diff --git a/iris/lct_gan/0/23/test.csv b/iris/lct_gan/0/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/23/train.csv b/iris/lct_gan/0/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/23/val.csv b/iris/lct_gan/0/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/24/synth.csv b/iris/lct_gan/0/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8c71cd960e22a4bc7cf5f48d92fd81dd325b602
--- /dev/null
+++ b/iris/lct_gan/0/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664899548055,3.7027474103931763,1.5100229670158303,0.2729403732264931,Iris-setosa
+1,6.181260181489131,3.0540390663393366,4.904887264776194,1.6842180327335867,Iris-virginica
+2,6.179366488629987,3.0540000000000007,4.899491364663993,1.6654274844637322,Iris-versicolor
+3,6.179366488623801,3.0540000000000007,4.899491307109825,1.6654274806540104,Iris-versicolor
+4,6.1793664931881525,3.290031085590079,1.5100238307250706,0.26645110021934754,Iris-setosa
+5,6.179622986875959,3.0541562014262507,4.902195221143299,1.677454741626461,Iris-virginica
+6,6.179493368893452,3.0540238455739397,4.901186347662008,1.6722646151408673,Iris-virginica
+7,5.108947716195429,3.054000000007433,4.899491307111595,1.6654281871046643,Iris-versicolor
+8,6.179366488628817,3.0540000000000007,4.899491389851843,1.665427482341895,Iris-versicolor
+9,6.179366488629785,3.054000000000002,4.899491323683977,1.6654274906336535,Iris-versicolor
+10,6.179366488703195,3.054000000000004,4.899491856226591,1.665427527282634,Iris-versicolor
+11,6.180118274264864,3.054274016449233,4.904346353195824,1.694633699342534,Iris-virginica
+12,6.179366535955017,3.0540000000000007,4.900632183713524,1.6654277732662193,Iris-versicolor
+13,6.17936649792769,3.445294970911764,1.5100273907244872,0.26641275180132656,Iris-setosa
+14,6.17936649106119,3.0622861002893877,1.5100227232996195,0.26289800526262963,Iris-setosa
+15,6.179366491251672,3.1712366289638187,1.5100228721878113,0.2659977918172827,Iris-setosa
+16,6.179366489560195,3.0555193349798593,1.510022484439616,0.2624087383813394,Iris-setosa
+17,6.179366490118676,3.3608547253124086,1.510022660795745,0.2721922436025006,Iris-setosa
+18,6.1844392390468785,3.0540000895618302,4.964095935318529,1.6718350185222597,Iris-virginica
+19,6.179366529941658,3.554094465736952,1.5100513580205577,0.26648033393874687,Iris-setosa
+20,5.108947716363945,3.3034360846969246,1.5100224049540496,0.28287800457754675,Iris-setosa
+21,6.179366488623458,3.0540000000000003,4.899491310871174,1.6654274786681837,Iris-versicolor
+22,6.186913450336116,3.0540008008497193,4.9416040384351545,1.6759288662872283,Iris-virginica
+23,6.17969795977693,3.0540793290441717,4.902510700982089,1.6880991886387875,Iris-virginica
+24,6.1793664941802176,3.347781316461501,1.5100242697781734,0.267166414389389,Iris-setosa
+25,6.185459098285741,3.054000002479473,5.157634209460499,1.6686544512156436,Iris-virginica
+26,6.179366493065287,3.657086404383003,1.5100250604248544,0.2691532809155204,Iris-setosa
+27,6.179366492664512,3.420304945473129,1.5100238116796494,0.2690599922812912,Iris-setosa
+28,6.179366488624711,3.0540000000000003,4.899491335917347,1.6654274785901877,Iris-versicolor
+29,6.179366488623591,3.0540000000000003,4.8994913193083836,1.665427477767365,Iris-versicolor
+30,6.179366488622826,3.0540000000000003,4.899491303722645,1.6654274782087612,Iris-versicolor
+31,6.179366488632662,3.0540000000000003,4.899491601023974,1.6654274787341015,Iris-versicolor
+0,6.179366489342084,3.0540000000000003,4.899513248207577,1.665427501073818,Iris-versicolor
+1,6.197321363605024,3.054003662907558,4.947827227777569,1.6840514270532858,Iris-virginica
+2,5.108947716179983,3.0540000000032173,4.899491297118939,1.6654276878103673,Iris-versicolor
+3,6.179366488758408,3.0540000000000003,4.899496028695806,1.6654274855621947,Iris-versicolor
+4,6.179544010852152,3.059876700671485,4.903965488558836,1.7146017022807936,Iris-virginica
+5,6.1793901443905215,3.0570880093205473,4.9008661553815625,1.6841922643100633,Iris-setosa
+6,6.179370599052535,3.1968995459006178,1.5104078404622305,0.27077397230262673,Iris-setosa
+7,6.1805654851813205,3.054701461440785,4.906311540932304,1.7075871152105597,Iris-virginica
+8,5.108947716176788,3.1092697564772593,1.5100223820895415,0.31992490546535357,Iris-setosa
+9,6.179726118512531,3.0540000002016687,4.981967200936102,1.6661307764754472,Iris-virginica
+10,6.183898743377974,3.0540469981092695,4.909185321110246,1.6909548963615355,Iris-virginica
+11,6.182126752434335,3.054000000991128,5.10072105739242,1.6675661635448178,Iris-virginica
+12,6.194769826851244,3.0540000002110625,5.918947780986722,1.6685775066720072,Iris-virginica
+13,6.179366488623271,3.0540000000000003,4.899491311949252,1.6654274779207539,Iris-versicolor
+14,6.185821314599587,3.0540000000734007,5.762203219475245,1.6672090214492912,Iris-virginica
+15,6.1793664886262025,3.054000000000001,4.8994913143077445,1.665427484698284,Iris-versicolor
+16,6.179366489680987,3.0540000000000025,4.89950613578183,1.6654275935860268,Iris-versicolor
+17,5.108947716173651,3.054000000257757,4.899491293748324,1.6654277167117884,Iris-versicolor
+18,6.179366488626296,3.0540000000000016,4.899491310442698,1.665427488832209,Iris-versicolor
+19,6.179367148375384,3.086718946620354,1.5101836294127908,0.2641050659548027,Iris-setosa
+20,6.17946840000015,3.0541479506045563,4.901442340069921,1.6762045938023051,Iris-virginica
+21,6.18031031958419,3.0551131047986004,4.9065238461558796,1.7121138813814492,Iris-virginica
+22,5.108947716174248,3.0540000000008223,4.899491294230727,1.6654275172262958,Iris-versicolor
+23,6.179366488673595,3.0540000000000003,4.899493115499472,1.6654274819818378,Iris-versicolor
+24,6.179366511573,3.4821967445656905,1.5100377344886826,0.2658976966552855,Iris-setosa
+25,5.10894771636235,3.445539497152704,1.5100224089965104,0.2909691970685298,Iris-setosa
+26,5.108947716174148,3.0540000000000016,4.899491300085625,1.6654274842534706,Iris-versicolor
+27,6.179366488623632,3.0540000000000007,4.899491310974735,1.665427480471811,Iris-versicolor
+28,6.179366488722642,3.0540000000000007,4.899493946444038,1.6654274903706827,Iris-versicolor
+29,6.1793669024928075,3.0540000000896392,4.899839338806486,1.6654707407550837,Iris-versicolor
+30,6.179494088675812,3.054000000000132,5.620557018909111,1.6654896483923034,Iris-virginica
+31,6.179368095297222,3.201814979270452,1.5102741963121586,0.26884092812412774,Iris-setosa
+0,6.17936648892214,3.0540000000000003,4.899501709270087,1.6654274895376888,Iris-versicolor
+1,6.179366493540178,3.677838086599212,1.510025683638506,0.2684396058380133,Iris-setosa
+2,6.179366490561811,3.0540000000000007,4.899547653438064,1.6654275307997137,Iris-versicolor
+3,6.179366508959578,3.054284380581656,1.510027389415804,0.26167113871342895,Iris-setosa
+4,6.179366930294077,3.0540000499359374,4.899563212482074,1.665619406486655,Iris-versicolor
+5,6.179366488623638,3.0540000000000007,4.899491308299906,1.6654274799499338,Iris-versicolor
+6,6.188316456582495,3.0540000029665895,5.200634036465976,1.6695510203717312,Iris-virginica
+7,6.1793672718728745,3.0540000005366035,4.899808651337376,1.6654712051381209,Iris-versicolor
+8,6.179367395357302,3.054000000000004,4.918589483708795,1.6654293647114589,Iris-versicolor
+9,6.179366488655018,3.0540000000000007,4.899491888377428,1.6654274876603858,Iris-versicolor
+10,5.108947716174327,3.054000000000197,4.899491294663586,1.6654275096524391,Iris-versicolor
+11,6.179366488629662,3.0540000000000007,4.899491363470644,1.6654274865979937,Iris-versicolor
+12,5.108947716190259,3.0639373921700757,1.510022382466617,0.27318313216507245,Iris-setosa
+13,6.17939436510931,3.060419072617949,4.900977832011866,1.6869372621022958,Iris-setosa
+14,6.17936648900475,3.717263815137632,1.5100224718296311,0.28397773485831396,Iris-setosa
+15,6.210995353292137,3.0540001432720785,5.087087760544977,1.6788854600960716,Iris-virginica
+16,6.179367105128273,3.05400000000004,4.904761346662372,1.6654312451644127,Iris-versicolor
+17,6.179366495854989,3.6059688544222075,1.5100271024385077,0.2676091437372696,Iris-setosa
+18,6.179615439439117,3.0540000000006327,5.526167174273623,1.6655580618025732,Iris-virginica
+19,6.179366488623497,3.0540000000000007,4.899491303566141,1.665427481646434,Iris-versicolor
+20,6.179366488676465,3.054000000000002,4.899491753737406,1.6654275020441103,Iris-versicolor
+21,5.108947716291016,3.054000001086245,4.899491314498958,1.6654331353039613,Iris-versicolor
+22,6.179366488637324,3.054000000000001,4.899491432639226,1.6654274889160656,Iris-versicolor
+23,6.18237189905318,3.0540322411854794,4.90598457805285,1.688030325479621,Iris-virginica
+24,6.179366488623645,3.0540000000000007,4.899491308596906,1.6654274801832563,Iris-versicolor
+25,6.179366490527702,3.4986250544726367,1.5100229373646141,0.2730205229845756,Iris-setosa
+26,6.1793664886305555,3.0540000000000003,4.899491552725678,1.665427478401367,Iris-versicolor
+27,6.179366579824084,3.235348766507506,1.510093707491384,0.2635309920897518,Iris-setosa
+28,5.108947716173441,3.054000000000001,4.899491296364304,1.6654274820642125,Iris-versicolor
+29,6.179366488623892,3.0540000000000003,4.8994913328992835,1.6654274777323717,Iris-versicolor
+30,6.17936648862416,3.0540000000000003,4.899491320850144,1.6654274799066975,Iris-versicolor
+31,6.179366488700645,3.0540000000000003,4.89949353070105,1.6654274862593286,Iris-versicolor
+0,6.1793664887136455,3.054000000000002,4.899492224756467,1.6654275076131169,Iris-versicolor
+1,6.182691018230748,3.0540000038227215,5.04541894929394,1.66822454749994,Iris-virginica
+2,6.179366489058579,3.5843928459906227,1.510022447583166,0.2872657768844252,Iris-setosa
+3,5.108947716200505,3.194226229864951,1.5100223828106984,0.30185241007494,Iris-setosa
+4,6.179366572658935,3.372722967278785,1.5100827327006465,0.2649688804149792,Iris-setosa
+5,5.108947716186493,3.0540000008231925,4.899491296012652,1.6654308857278828,Iris-versicolor
+6,6.17936670634154,3.385922232572675,1.5101268046945941,0.26595392835693255,Iris-setosa
+7,6.1793664886233,3.0540000000000003,4.899491312712914,1.6654274776954545,Iris-versicolor
+8,6.179366488623151,3.0540000000000007,4.899491305000192,1.6654274797769055,Iris-versicolor
+9,5.108947716564316,3.0541339483991115,1.5100224281622918,0.2618428953323941,Iris-setosa
+10,6.179366488624898,3.0540000000000003,4.899491360133629,1.6654274775007478,Iris-versicolor
+11,6.179366496027699,3.0540000000000007,4.899672233643345,1.665427589955234,Iris-versicolor
+12,6.179366488877462,3.5735352935971694,1.510022410720327,0.2933106456076744,Iris-setosa
+13,6.179366488764957,3.054000000000012,4.899491916647882,1.665427564833286,Iris-versicolor
+14,6.1793664886228,3.0540000000000003,4.899491302096831,1.6654274788375178,Iris-versicolor
+15,5.108947716173496,3.054000000000002,4.899491295451555,1.6654274809220573,Iris-versicolor
+16,6.179366488627809,3.0540000000000007,4.899491340801943,1.665427485562155,Iris-versicolor
+17,6.179667126185198,3.054000000021682,5.080748429531593,1.6657619804427632,Iris-virginica
+18,6.181285923586097,3.0540000000187857,5.538664512090325,1.6662098033046053,Iris-virginica
+19,6.1793665765719314,3.054183543597521,1.5100408534627698,0.2618016359616394,Iris-setosa
+20,6.179468919027775,3.0560858436254055,4.901975418653593,1.6882630112771455,Iris-virginica
+21,6.179366489600782,3.5017300972607814,1.5100225760053478,0.2776468471014053,Iris-setosa
+22,6.179366489855665,3.364060922061174,1.5100225660982918,0.2753475669246368,Iris-setosa
+23,6.179366489676778,3.7468904115122643,1.5100228652867178,0.2739102127046191,Iris-setosa
diff --git a/iris/lct_gan/0/24/test.csv b/iris/lct_gan/0/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/24/train.csv b/iris/lct_gan/0/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/24/val.csv b/iris/lct_gan/0/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/25/synth.csv b/iris/lct_gan/0/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..600069513f0a3dbe92ee546afc2594d73e5e13fc
--- /dev/null
+++ b/iris/lct_gan/0/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716239949,3.0540000000223255,4.899491319873283,1.665428778677751,Iris-versicolor
+1,6.179366510540181,3.0540000000000274,4.899643326530668,1.665428422960891,Iris-versicolor
+2,6.179366488629131,3.0540000000000003,4.8994914503782026,1.6654274790780852,Iris-versicolor
+3,6.179366488623943,3.0540000000000003,4.899491326169383,1.665427477980033,Iris-versicolor
+4,6.1793671567280795,3.0540000000181817,4.900108679509021,1.6654440504922488,Iris-versicolor
+5,6.1794199893014055,3.0540000000000593,5.438261227249957,1.6654589788732208,Iris-virginica
+6,6.179366507446876,3.0542443464339475,1.510025850575228,0.2616609787432827,Iris-setosa
+7,6.179366489883205,3.6483362132898525,1.5100228306883314,0.2744855267167891,Iris-setosa
+8,5.108947716173252,3.0540000000000025,4.8994912943158155,1.665427479228921,Iris-versicolor
+9,5.108947716270794,3.508133063116451,1.510022392968328,0.30512988424795495,Iris-setosa
+10,6.179366488636652,3.054000000000001,4.899491408032803,1.665427487859673,Iris-versicolor
+11,6.179366499251975,3.251913171894701,1.5100264682092723,0.26453134053113847,Iris-setosa
+12,6.1793664887277115,3.0540000000000003,4.899495028005616,1.6654274822777677,Iris-versicolor
+13,6.179366488871083,3.0540000000000007,4.899498548686124,1.6654274976515566,Iris-versicolor
+14,6.179366493306368,3.21136720252425,1.51002361471413,0.26570099659029145,Iris-setosa
+15,6.179366715750642,3.054009805808348,4.899533270165541,1.6657821916272457,Iris-versicolor
+16,6.179568131976367,3.054000000047468,4.997895791134626,1.6658071045987741,Iris-virginica
+17,6.1793665054301545,3.557493413972176,1.5100342168059224,0.2664067263627572,Iris-setosa
+18,6.179366504023722,3.054000000000004,4.899711646357594,1.6654279165603598,Iris-versicolor
+19,5.10894771617342,3.0540000000000007,4.899491296638326,1.6654274809614644,Iris-versicolor
+20,5.108947716215647,3.054000000220681,4.899491302368518,1.665430447874004,Iris-versicolor
+21,6.182625143574886,3.0540001590117787,4.941786300658447,1.6716204371792973,Iris-virginica
+22,6.17936648862629,3.0540000000000003,4.899491367217231,1.6654274790885986,Iris-versicolor
+23,5.108947716173311,3.0540000000000007,4.899491296139982,1.6654274816620394,Iris-versicolor
+24,6.1989664288408575,3.054003881410205,4.948473831561568,1.685077067732192,Iris-virginica
+25,6.1793664893788565,3.083960321373246,1.510022456834474,0.2652742385003265,Iris-setosa
+26,6.179366488652787,3.0540000000000047,4.899491427571882,1.665427519209642,Iris-versicolor
+27,6.1793900420822965,3.0540062607737477,4.900271036016845,1.667622831727405,Iris-versicolor
+28,5.108947716254051,3.2167807811562286,1.510022386460013,0.28866774089374536,Iris-setosa
+29,6.179366488689784,3.054000000000081,4.899491393365814,1.6654276170622115,Iris-versicolor
+30,6.179397549295205,3.05400000035587,4.912821959304744,1.6656246248687243,Iris-virginica
+31,5.108947716188301,3.0540000864406798,1.5100223825527803,0.26155770215436464,Iris-setosa
+0,5.108947716173519,3.054000000000001,4.899491296464649,1.6654274813895666,Iris-versicolor
+1,6.179569888060137,3.05881036933661,4.903643544440982,1.7025029021495774,Iris-virginica
+2,6.179366494777841,3.0540000000000016,4.899612743855222,1.6654276802927295,Iris-versicolor
+3,5.108947716185804,3.0541066005176867,1.510022382310185,0.2631127793097719,Iris-setosa
+4,6.179753735954368,3.055404707166631,4.9038713030416226,1.702572514087321,Iris-virginica
+5,6.179366488626463,3.0540000000000007,4.899491348294646,1.6654274814393208,Iris-versicolor
+6,6.1793665034066,3.0543734962276474,1.5100255241912046,0.2617154201027048,Iris-setosa
+7,5.108947716192832,3.054000000000254,4.899491316042333,1.6654276136293726,Iris-versicolor
+8,6.17936680595656,3.054000000001066,4.9003017768110295,1.665434425607455,Iris-versicolor
+9,6.179386021539529,3.0540779869062162,4.900356490585116,1.6740301269493472,Iris-virginica
+10,6.182188697966326,3.054004594211894,4.912693057527186,1.6768299405536355,Iris-virginica
+11,5.1089477161736685,3.0540000000000047,4.899491295529575,1.6654274830509181,Iris-versicolor
+12,6.180465737671095,3.0540106477535542,4.904263235062163,1.6761523342778955,Iris-virginica
+13,5.108947716173602,3.0540000000000154,4.899491294536395,1.6654274836211866,Iris-versicolor
+14,6.183145153350018,3.0540000000060066,6.277618524765851,1.6662743045532766,Iris-virginica
+15,6.179374316351239,3.179729272851656,1.5105418834442021,0.27235555770479813,Iris-setosa
+16,6.179366488628054,3.0540000000000016,4.8994913233010395,1.6654274892833247,Iris-versicolor
+17,6.179366494426463,3.0540010372465174,4.8994927517916755,1.6654796961255773,Iris-versicolor
+18,6.17937230237269,3.0540009782408624,4.899825089774893,1.6660834414140653,Iris-versicolor
+19,5.108947716502871,3.055664666824357,1.5100224210205089,0.262568542436048,Iris-setosa
+20,6.179366489396212,3.489073668372829,1.5100225080729486,0.27989024729068784,Iris-setosa
+21,6.179391961480135,3.0540550651746567,4.900354641526544,1.6701774075011386,Iris-virginica
+22,5.108947716174922,3.0540000000000114,4.899491298060064,1.6654274911014388,Iris-versicolor
+23,6.179366488632988,3.0540000000000003,4.899491552850224,1.665427479529878,Iris-versicolor
+24,6.179366495031622,3.6064557431830044,1.5100262762637389,0.268077115483549,Iris-setosa
+25,5.108947716211715,3.0594349626842203,1.5100223831987831,0.268701113904316,Iris-setosa
+26,6.196204815465271,3.0540000109504266,5.191209254773359,1.6721060690260527,Iris-virginica
+27,6.1793664887101745,3.0540000000000003,4.899494446186653,1.665427481844425,Iris-versicolor
+28,6.179366942820015,3.2287377872041683,1.5101763561077848,0.26542270966763293,Iris-setosa
+29,6.179366488979263,3.73374008752858,1.5100224682406922,0.28412709464526315,Iris-setosa
+30,6.179366497917011,3.571039544362505,1.5100281004144507,0.2676205393507642,Iris-setosa
+31,6.189053987800311,3.054003279482525,4.930419790940139,1.6824628419160874,Iris-virginica
+0,6.179529973598291,3.0547284546763103,4.902171725670755,1.6824254372450966,Iris-virginica
+1,6.179418081063869,3.0540000000250394,4.948554863397478,1.665568351224849,Iris-virginica
+2,6.179366488699077,3.0540000000000043,4.899491725509462,1.6654275197129376,Iris-versicolor
+3,6.179366551713255,3.054009391080047,4.899504323509437,1.6656020168332104,Iris-versicolor
+4,5.108947716173374,3.0644886194348553,1.5100223820557594,0.30296049338034936,Iris-setosa
+5,6.179366488627481,3.0540000000000016,4.899491321120122,1.6654274890867085,Iris-versicolor
+6,6.179366488642391,3.0540000000000003,4.899491675126747,1.6654274834207916,Iris-versicolor
+7,6.179396172789738,3.0540000000308494,4.92917835544881,1.6655451652411648,Iris-virginica
+8,6.1793664886437965,3.0540000000000016,4.899491444468936,1.665427492287284,Iris-versicolor
+9,5.108947716174867,3.054000000000012,4.899491297942228,1.6654274910695552,Iris-versicolor
+10,6.179366488624313,3.0540000000000003,4.899491327016277,1.6654274781135228,Iris-versicolor
+11,5.108947716178933,3.0540000000000127,4.899491313384223,1.6654275058470815,Iris-versicolor
+12,6.179626016574172,3.0540221932434526,4.9018831003689565,1.6771508256159249,Iris-virginica
+13,6.179366546775666,3.338809446991701,1.5100689304725048,0.2645771358057876,Iris-setosa
+14,6.181174839343027,3.054000000000854,6.554245278843568,1.6658033652685051,Iris-virginica
+15,6.179521661193207,3.0540000000000664,5.939195859558163,1.665482498380206,Iris-virginica
+16,6.179648384741028,3.054558873137066,4.902691482512419,1.6907663167216966,Iris-virginica
+17,6.179366488623009,3.0540000000000003,4.899491303648617,1.6654274789230974,Iris-versicolor
+18,5.1089477161742956,3.0540000000000025,4.899491299821278,1.665427484684741,Iris-versicolor
+19,5.108947716308318,3.5246363820209345,1.510022401770339,0.29720075656459516,Iris-setosa
+20,5.10894771617361,3.054000000000044,4.899491294303682,1.6654274871746826,Iris-versicolor
+21,6.179366626900857,3.054000000000116,4.900197307346724,1.6654306903027296,Iris-versicolor
+22,6.179366488623041,3.0540000000000003,4.8994913043881185,1.6654274788519245,Iris-versicolor
+23,5.108947716351944,3.361599277192148,1.5100224035806853,0.2876425187564377,Iris-setosa
+24,6.179366488624099,3.0540000000000003,4.899491353727071,1.665427477014425,Iris-versicolor
+25,6.179366492660504,3.0540000000000003,4.899603374996217,1.6654275400041059,Iris-versicolor
+26,6.179366488623282,3.0540000000000003,4.899491308574195,1.6654274788950516,Iris-versicolor
+27,6.179379450689123,3.1182023376663266,1.510662632362389,0.2730223039575571,Iris-setosa
+28,6.179366488626422,3.0540000000000003,4.89949137719989,1.6654274790306518,Iris-versicolor
+29,6.179429847176984,3.054198206030195,4.901065425738842,1.6790615723279096,Iris-virginica
+30,6.179369071523834,3.0540000000666794,4.902077365057738,1.6654806207878472,Iris-versicolor
+31,6.179366488628463,3.0540000000000003,4.899491529348128,1.6654274776443865,Iris-versicolor
+0,6.179366488623109,3.0540000000000003,4.899491314209309,1.6654274770251063,Iris-versicolor
+1,6.180096734237162,3.0540992465424828,4.90369520239271,1.6827804398567383,Iris-virginica
+2,6.179366488631275,3.0540000000000007,4.899491401758878,1.6654274824770916,Iris-versicolor
+3,5.108947716416882,3.0540000004323886,4.899491351663907,1.6654317196962403,Iris-versicolor
+4,5.108947716378544,3.0540013707146714,1.5100224161484734,0.2615611063487557,Iris-setosa
+5,6.179378424559439,3.0540000000000145,5.114400004216876,1.6654369644244615,Iris-virginica
+6,6.17936653924953,3.303271538860295,1.5100566269686586,0.26420336838267605,Iris-setosa
+7,5.108947716309815,3.054669246356625,1.5100223897708362,0.2630678944035445,Iris-setosa
+8,6.179366504729034,3.0579113834744973,1.5100276712343843,0.2619259350878415,Iris-setosa
+9,6.179366490797403,3.685974759731054,1.51002345065213,0.2715681376512894,Iris-setosa
+10,6.179395488427315,3.0541835334349545,4.9005809944752805,1.6737263504171733,Iris-virginica
+11,5.1089477162115395,3.054000000957497,4.8994912998903954,1.6654320176581503,Iris-versicolor
+12,6.179366493482556,3.2434267358256847,1.51002375391355,0.26577563653321906,Iris-setosa
+13,5.108947716428446,3.2280719535581075,1.5100224103028337,0.27741208424613256,Iris-setosa
+14,6.179417486376034,3.05522576550119,4.9011627974720255,1.6775229155504454,Iris-virginica
+15,6.180562074758272,3.054000000001403,6.089401843540146,1.6657749496364074,Iris-virginica
+16,6.179370251324873,3.054000011230845,4.900157279391067,1.665617197059673,Iris-versicolor
+17,5.108947716182816,3.054000000001864,4.899491298815023,1.6654276737297644,Iris-versicolor
+18,6.179366517668537,3.561003227154309,1.5100441150005048,0.2666689949829306,Iris-setosa
+19,6.179366491382114,3.054000000000001,4.899545027819348,1.665427606637032,Iris-versicolor
+20,6.179366490431297,3.402042160708155,1.5100227951532172,0.2719268838554269,Iris-setosa
+21,6.17936648943047,3.0540000000000007,4.899511350500255,1.6654275180331561,Iris-versicolor
+22,6.179423444621661,3.0540000000013547,5.065202523715715,1.6655018429801685,Iris-virginica
+23,6.179366501012101,3.4931201874178317,1.5100299042255614,0.26638788239915595,Iris-setosa
diff --git a/iris/lct_gan/0/25/test.csv b/iris/lct_gan/0/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/25/train.csv b/iris/lct_gan/0/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/25/val.csv b/iris/lct_gan/0/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/26/synth.csv b/iris/lct_gan/0/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f8c62bf17ca92dea55c524c6b8b7b4e329f8380
--- /dev/null
+++ b/iris/lct_gan/0/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488738782,3.0540000000000007,4.89949344419952,1.6654274985925028,Iris-versicolor
+1,5.108947716182418,3.056365948307219,1.5100223822002947,0.2704751183156731,Iris-setosa
+2,5.108947716319352,3.2094499524555133,1.5100223953501888,0.2770060253933004,Iris-setosa
+3,6.17936648883101,3.054000000000004,4.899493259319197,1.6654275317763723,Iris-versicolor
+4,5.1089477161736365,3.0540000000021266,4.899491293899892,1.6654275048524758,Iris-versicolor
+5,6.179568291826331,3.0540012396503435,4.902208508686908,1.6685018355821322,Iris-virginica
+6,6.179366607903626,3.054000221848687,4.899508228502468,1.6655147730920876,Iris-versicolor
+7,6.179366488641249,3.0540000000000007,4.899491593519434,1.6654274861503573,Iris-versicolor
+8,6.179366488623926,3.0540000000000003,4.899491339243404,1.665427477300008,Iris-versicolor
+9,6.1793664897496035,3.6927453005849555,1.5100228009628995,0.275164591926058,Iris-setosa
+10,6.1801853074571405,3.054000000004132,5.570604387733404,1.6657886631734609,Iris-virginica
+11,6.17936648864574,3.0540000000000007,4.899491675248622,1.6654274903191297,Iris-versicolor
+12,6.179366488622932,3.0540000000000007,4.899491300048111,1.6654274817036285,Iris-versicolor
+13,6.179408706248584,3.0540000002084224,4.917323994431634,1.665666177262221,Iris-virginica
+14,6.179366488626002,3.0540000000000003,4.899491345572389,1.6654274795021518,Iris-versicolor
+15,6.179366488623938,3.0540000000000003,4.89949133768439,1.6654274772638158,Iris-versicolor
+16,6.196825348971769,3.0540000105060043,5.203262274485024,1.672323506412791,Iris-virginica
+17,6.17937808669202,3.054563946018575,4.900302242935206,1.6716616020564303,Iris-setosa
+18,6.179366488897908,3.642180066189127,1.5100224220223883,0.2911400002182202,Iris-setosa
+19,6.184554852510236,3.0540000000036693,6.686557272274214,1.6663729854946205,Iris-virginica
+20,5.108947716173498,3.0540000000000007,4.89949129822354,1.6654274813636376,Iris-versicolor
+21,5.108947716262945,3.0540030811945655,1.5100223855662194,0.2616706159609886,Iris-setosa
+22,5.108947716177191,3.0540000000016687,4.899491296136217,1.665427623252891,Iris-versicolor
+23,6.179371365308924,3.054000000002089,4.919113140535867,1.6654632815430093,Iris-versicolor
+24,6.179366488771799,3.054000000000145,4.899491554166061,1.6654277516423397,Iris-versicolor
+25,6.179366494262472,3.054908678233799,1.5100235195338347,0.2618454373026227,Iris-setosa
+26,6.179803372668783,3.054012814434264,4.9025006757703125,1.6726937382671399,Iris-virginica
+27,6.179366500471654,3.5605573460597477,1.5100301274842705,0.2666288387093171,Iris-setosa
+28,5.108947716245673,3.3947994392451024,1.5100223872709329,0.30564479676680967,Iris-setosa
+29,6.17953460469379,3.0540000002383128,4.946144034957312,1.6659278419325914,Iris-virginica
+30,6.1793664886270525,3.0540000000000003,4.899491367634931,1.665427480194053,Iris-versicolor
+31,6.179366506410806,3.579553426203114,1.5100355619065768,0.2665258092356508,Iris-setosa
+0,6.179366493767843,3.7107576603931802,1.5100260808162478,0.2682102784973454,Iris-setosa
+1,6.179366488623747,3.0540000000000003,4.899491329788737,1.6654274774134044,Iris-versicolor
+2,6.17936787786569,3.062948826806215,1.51024454816886,0.2645820306812149,Iris-setosa
+3,5.108947716176742,3.054000000012654,4.8994912946518525,1.6654277362061027,Iris-versicolor
+4,6.1793664886238435,3.0540000000000003,4.899491318715109,1.6654274785366179,Iris-versicolor
+5,6.179366488623041,3.0540000000000007,4.899491301662764,1.6654274809873943,Iris-versicolor
+6,6.18412416106463,3.054003091525748,4.91878763274943,1.6784148486823116,Iris-virginica
+7,6.179367466587211,3.1582149433502233,1.5102122177555686,0.2678655336531256,Iris-setosa
+8,6.179377744770889,3.0541585395837623,4.900201657822755,1.6709160490188337,Iris-versicolor
+9,6.179370705494811,3.0690464520132794,1.510394158218451,0.2667839491348117,Iris-setosa
+10,6.179366488683976,3.054000000000005,4.899491594620123,1.6654275176974465,Iris-versicolor
+11,6.179366490373982,3.0545141795280957,1.5100225930307318,0.2620033892107702,Iris-setosa
+12,6.1793671028846555,3.315171283575294,1.5102041691532029,0.2672525399278843,Iris-setosa
+13,6.179366594367016,3.0540000000000087,4.900773249959273,1.6654285621647438,Iris-versicolor
+14,6.179368087471325,3.0540000533701726,4.899754929390139,1.66579793491603,Iris-versicolor
+15,6.17936648863387,3.054000000000002,4.89949135500335,1.6654274917126666,Iris-versicolor
+16,5.108947716193021,3.0540000393741726,4.899491295794385,1.6654608866929008,Iris-versicolor
+17,6.179393897907105,3.0540000000001277,5.13993712664563,1.665456478133495,Iris-virginica
+18,6.179366608928618,3.29842933714568,1.5101032285915705,0.26435089660506317,Iris-setosa
+19,6.181316142789255,3.0540188047758923,4.905554890609111,1.6807958911464997,Iris-virginica
+20,6.179958541383644,3.0540000000355203,5.1387669864129215,1.6659350775765527,Iris-virginica
+21,6.179519742514334,3.0542923331169316,4.9017698327314285,1.6839452391580962,Iris-virginica
+22,5.108947716242585,3.5814060351045023,1.5100223900666963,0.31269040055566405,Iris-setosa
+23,6.179366488629705,3.0540000000000007,4.89949138208212,1.6654274823406863,Iris-versicolor
+24,6.179382005751738,3.0540000197808,4.901589150474163,1.665765630152067,Iris-versicolor
+25,6.17936648862424,3.0540000000000007,4.899491305114468,1.6654274824109558,Iris-versicolor
+26,6.179366491239247,3.0540000000000003,4.899566542050402,1.6654275311040876,Iris-versicolor
+27,6.179521172166046,3.054000000000085,5.855005695594965,1.6654873407097992,Iris-virginica
+28,6.179366488795882,3.0540000000000003,4.899497451498816,1.6654274848633486,Iris-versicolor
+29,5.108947716173197,3.0540000000000163,4.899491293881204,1.6654274781817122,Iris-versicolor
+30,6.179366494816661,3.069253869793685,1.5100238620220425,0.26263868159515885,Iris-setosa
+31,5.1089477161735015,3.0540000000000633,4.89949129408503,1.665427485100247,Iris-versicolor
+0,6.1793664886620165,3.0540000000000003,4.89949276832685,1.6654274805382345,Iris-versicolor
+1,6.179366491560933,3.2396956692835444,1.510023009870653,0.2669769856973121,Iris-setosa
+2,6.179366491928534,3.6002027438052395,1.5100239082411435,0.27072128686541963,Iris-setosa
+3,6.195030416845888,3.054001003427665,4.957974454750244,1.6810663845525062,Iris-virginica
+4,6.179366488623548,3.0540000000000003,4.899491327597878,1.6654274769617121,Iris-versicolor
+5,6.179366488623175,3.0540000000000003,4.89949130976096,1.6654274782095,Iris-versicolor
+6,6.179366488654279,3.054000000000001,4.89949168280216,1.6654274900579376,Iris-versicolor
+7,5.108947716173809,3.0540000000063308,4.899491293895462,1.6654275273372658,Iris-versicolor
+8,6.1887130221850795,3.0540022501830792,4.932625285158355,1.6816988463316411,Iris-virginica
+9,6.179366488631164,3.0540000000000003,4.899491603012448,1.6654274784759802,Iris-versicolor
+10,6.179366488661726,3.0540000000000016,4.899491664473001,1.6654275012928244,Iris-versicolor
+11,5.108947716173411,3.0540000000000127,4.899491294242559,1.6654274810620995,Iris-versicolor
+12,6.17936649040574,3.0540000000000003,4.899543955870536,1.6654275116601298,Iris-versicolor
+13,6.1793664906726775,3.0540000000009027,4.899494683499114,1.6654280427916173,Iris-versicolor
+14,6.179366488623165,3.0540000000000003,4.899491308652005,1.665427478387323,Iris-versicolor
+15,6.181262625797039,3.054078693493867,4.905379530599809,1.688021964934511,Iris-virginica
+16,6.179368850643856,3.0540000000411944,4.901695717179707,1.6654645870274718,Iris-versicolor
+17,5.108947716173371,3.0540000000000007,4.899491296625004,1.665427481860826,Iris-versicolor
+18,6.186414253082895,3.0540017897631238,4.927677434231979,1.6795709089709565,Iris-virginica
+19,6.179366488623273,3.0540000000000007,4.899491302333907,1.6654274811113567,Iris-versicolor
+20,6.17936648907722,3.3613231451682486,1.5100224238124507,0.28293547810647607,Iris-setosa
+21,6.179405717215486,3.0548681259712844,4.9009319612109055,1.6748889498755888,Iris-virginica
+22,5.10894771629691,3.270312940811084,1.5100223916499318,0.28870650561886785,Iris-setosa
+23,6.181483353912348,3.054004440476742,4.908477558863892,1.677507116159345,Iris-virginica
+24,5.108947716553884,3.0540000088648642,4.899491361866205,1.665437080539338,Iris-versicolor
+25,6.179567749094637,3.0592750606373698,4.903684710714773,1.7021199647136502,Iris-virginica
+26,5.108947716176315,3.054000000000004,4.899491307740977,1.6654274927146513,Iris-versicolor
+27,5.108947716199118,3.0567795911248323,1.5100223828719512,0.26706325909016815,Iris-setosa
+28,6.1793664917845925,3.7220329655071187,1.5100244987971287,0.26937091880082015,Iris-setosa
+29,6.179385531579619,3.054000000018144,4.925578015239459,1.6655013336942495,Iris-virginica
+30,6.179366488635801,3.0540000000000003,4.899491634781653,1.6654274806772704,Iris-versicolor
+31,6.179366489891386,3.347782140736199,1.5100225900673032,0.2729340147422425,Iris-setosa
+0,6.180766288021538,3.054020465137071,4.904875140564405,1.677480775140439,Iris-virginica
+1,5.1089477162171075,3.4050720141886726,1.510022384542487,0.31856786528604136,Iris-setosa
+2,6.179366491961848,3.5832719354353992,1.5100238560917594,0.27091396947354135,Iris-setosa
+3,6.1798216163492725,3.054085614905969,4.902723656756921,1.6814744574575173,Iris-virginica
+4,6.179366488624626,3.0540000000000003,4.8994913435484255,1.6654274780361602,Iris-versicolor
+5,6.181802631523736,3.054059329610168,4.905863381272267,1.6844626973570125,Iris-virginica
+6,6.179391369627312,3.0585773704646306,4.900967911154062,1.6775553544654722,Iris-setosa
+7,6.179394756583222,3.0540000008808637,4.9070891898540845,1.6656745410954723,Iris-virginica
+8,6.179366488633704,3.0540000000000003,4.899491578019348,1.6654274799693876,Iris-versicolor
+9,6.179366489087315,3.6836765788381163,1.5100224888439628,0.2829409218352121,Iris-setosa
+10,6.179613679934816,3.0540000034281296,4.921820037217361,1.6663755402528988,Iris-virginica
+11,5.108947716182533,3.162497269355374,1.51002238218608,0.31781876639457296,Iris-setosa
+12,6.1793665226807875,3.0540000000000216,4.89975255731591,1.6654284755619901,Iris-versicolor
+13,5.108947716173556,3.0540000000000176,4.89949129439927,1.665427483381911,Iris-versicolor
+14,5.1089477161744385,3.054000000000003,4.899491300112921,1.6654274856151128,Iris-versicolor
+15,5.108947716173796,3.113946111546737,1.510022382057852,0.3562673878547222,Iris-setosa
+16,6.179366500573432,3.054000000000001,4.899699279703585,1.665427694180693,Iris-versicolor
+17,5.108947716174682,3.054145633162078,1.5100223820653862,0.26548608841012117,Iris-setosa
+18,6.17936648862372,3.0540000000000003,4.899491321491117,1.665427477983155,Iris-versicolor
+19,6.179366492319361,3.727937502756217,1.5100251029792624,0.26834234305778504,Iris-setosa
+20,6.179366488669875,3.0540000000000638,4.899491361673434,1.6654275719133524,Iris-versicolor
+21,6.188269570629524,3.0540000009814268,5.3401651047546945,1.6687028918061797,Iris-virginica
+22,6.179366838137366,3.4037709996118903,1.5101598842555868,0.26656400009170145,Iris-setosa
+23,6.17936648862873,3.0540000000000003,4.899491404961495,1.6654274802019422,Iris-versicolor
diff --git a/iris/lct_gan/0/26/test.csv b/iris/lct_gan/0/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/26/train.csv b/iris/lct_gan/0/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/26/val.csv b/iris/lct_gan/0/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/27/synth.csv b/iris/lct_gan/0/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05ed5f071f5f225ac3a6c5b2311afce9b867778e
--- /dev/null
+++ b/iris/lct_gan/0/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489736157,3.626251009163451,1.5100227210074235,0.2758172076330184,Iris-setosa
+1,5.108947716174259,3.0540000000000727,4.8994912950806855,1.665427501752481,Iris-versicolor
+2,6.179366513244588,3.26571151746339,1.5100385910468257,0.26365655628549367,Iris-setosa
+3,6.179366489617052,3.0540000000000007,4.8995189099433505,1.6654275239911263,Iris-versicolor
+4,5.10894771617351,3.05400000000001,4.899491294674064,1.6654274832594584,Iris-versicolor
+5,6.179366880519344,3.054000000000175,4.901479231739272,1.66543213136706,Iris-versicolor
+6,5.108947716393816,3.054000002269679,4.899491337648975,1.6654332573033201,Iris-versicolor
+7,6.179366501640934,3.6455724202267654,1.5100319156111874,0.267213734132106,Iris-setosa
+8,6.179368485337458,3.0621334782624308,1.5102801402543156,0.26491519098692357,Iris-setosa
+9,5.108947716174442,3.054030927485102,1.510022382066255,0.26273559126109,Iris-setosa
+10,6.179366488623477,3.0540000000000003,4.899491312248957,1.6654274785006566,Iris-versicolor
+11,6.179366489487282,3.76862638075247,1.5100227826753925,0.27449329728485866,Iris-setosa
+12,6.179366491830445,3.054018327746846,1.5100227105291812,0.26161061110869804,Iris-setosa
+13,5.108947716327765,3.054013787906412,1.5100223957039043,0.26167533852634645,Iris-setosa
+14,6.17936648862297,3.0540000000000003,4.899491306151824,1.6654274782194096,Iris-versicolor
+15,6.179366902576508,3.0729780523541663,1.5101520355684792,0.2637670070399708,Iris-setosa
+16,5.108947716173461,3.061137721423811,1.5100223820561525,0.296124523179357,Iris-setosa
+17,6.179366492585031,3.054000000000002,4.899549415901404,1.6654276348435788,Iris-versicolor
+18,6.1793680153754735,3.2718119101083567,1.5102892017478518,0.26833482414082444,Iris-setosa
+19,6.2051159519762145,3.054001572899277,4.9723077783616345,1.6845559716765746,Iris-virginica
+20,6.179369175864872,3.079605744148992,1.5103221948453354,0.2664311716170647,Iris-setosa
+21,6.179366489453755,3.6332247852476285,1.5100225954653337,0.2789682454189111,Iris-setosa
+22,6.179366564562889,3.0540021096426377,4.899504649316362,1.6655545795845559,Iris-versicolor
+23,6.212350654400779,3.054000841932728,5.002733907020367,1.6840789116316301,Iris-virginica
+24,5.10894771617323,3.0540000019863776,4.89949129368386,1.6654276793892473,Iris-versicolor
+25,6.1793698028624044,3.0540000000000482,4.934659851479764,1.665435605357157,Iris-versicolor
+26,6.179366489148816,3.6401001120225396,1.5100224942837523,0.2823117104281205,Iris-setosa
+27,6.179366488624711,3.0540000000000003,4.899491345934029,1.665427478038042,Iris-versicolor
+28,6.179376249075128,3.0671790053623678,1.510538895072775,0.2693593480769842,Iris-setosa
+29,6.179366488622654,3.0540000000000007,4.8994912977180105,1.665427481126205,Iris-versicolor
+30,6.17936648862556,3.0540000000000003,4.899491347009093,1.6654274795840691,Iris-versicolor
+31,6.179366488627214,3.0540000000000007,4.89949133644796,1.6654274852293567,Iris-versicolor
+0,6.179386167567111,3.0544097904754306,4.9004653325589915,1.6742206201344374,Iris-virginica
+1,6.179366489351261,3.054000000000025,4.8994950341857555,1.6654276846953504,Iris-versicolor
+2,6.17936648864123,3.0540000000000007,4.899491572437014,1.665427486421975,Iris-versicolor
+3,6.18009947493309,3.0540000084049397,4.9323723342583286,1.667477692868211,Iris-virginica
+4,6.179366488658393,3.0540000000000007,4.899491789713473,1.6654274896191792,Iris-versicolor
+5,6.1793667668638825,3.0540517807256182,4.899577336591801,1.6659863510154498,Iris-versicolor
+6,6.179373920179542,3.0540000000000624,4.992260545355749,1.6654413725449706,Iris-virginica
+7,6.179368620918086,3.265757393502062,1.5103316506898017,0.2704307216835373,Iris-setosa
+8,6.179374589390587,3.0540000097372806,4.901312627888018,1.6657039605027728,Iris-versicolor
+9,6.179366488633538,3.0540000000000007,4.899491407928796,1.6654274840147403,Iris-versicolor
+10,5.108947716173282,3.0540000000000482,4.8994912939134725,1.665427480221076,Iris-versicolor
+11,6.17936666050352,3.2673176939885984,1.5101235503328116,0.2644291793284718,Iris-setosa
+12,6.179366488623543,3.0540000000000007,4.899491303832088,1.6654274816059838,Iris-versicolor
+13,6.179366488928911,3.0540000000000256,4.899492456983348,1.6654276201311533,Iris-versicolor
+14,6.1830354230276425,3.054001567846293,4.920143718470698,1.6754107767651985,Iris-virginica
+15,6.18477903723667,3.05402393750712,4.91201181604145,1.6877850833668355,Iris-virginica
+16,6.179368103266436,3.05400000001975,4.901514382416992,1.6654543314743249,Iris-versicolor
+17,6.179396338293383,3.0544138141222614,4.900650307594702,1.6758408366803546,Iris-virginica
+18,5.108947716228974,3.5718998295615902,1.5100223875667353,0.31896194644217596,Iris-setosa
+19,6.17936648878394,3.054000000000002,4.899493496794253,1.6654275141068355,Iris-versicolor
+20,5.108947716336108,3.0540000018772457,4.89949132231163,1.6654349323914235,Iris-versicolor
+21,5.10894771618802,3.393653414070168,1.5100223824418748,0.36609087937298757,Iris-setosa
+22,6.179366488627227,3.0540000000000003,4.899491371676847,1.6654274808188108,Iris-versicolor
+23,6.179999708119734,3.0540001990942542,4.911053377577142,1.6688678908344092,Iris-virginica
+24,6.179370065999979,3.100754509431682,1.5103748787571396,0.2670223463697495,Iris-setosa
+25,6.18210305359333,3.054006979200694,4.911286725564095,1.6771205082401985,Iris-virginica
+26,6.179366490293757,3.0540000000000003,4.899542081660873,1.6654275123670301,Iris-versicolor
+27,6.179366488643479,3.0540000000000065,4.899491364340263,1.665427509737206,Iris-versicolor
+28,6.179371148352618,3.0540013554769136,4.899867002111184,1.6664687648170218,Iris-versicolor
+29,6.179366488896361,3.0540000000000007,4.899497997463659,1.665427500020996,Iris-versicolor
+30,6.179366488639067,3.0540000000000003,4.8994918124382325,1.6654274803246183,Iris-versicolor
+31,6.179368120874278,3.0541408986890017,4.899857550577549,1.6673421853569832,Iris-versicolor
+0,6.17936648913132,3.0540000000000447,4.899493092050286,1.6654276610412622,Iris-versicolor
+1,6.17936650493874,3.0540000000000047,4.899698901615857,1.6654280090239482,Iris-versicolor
+2,6.179366496676059,3.0540000135454357,4.899492549152422,1.6654386159841938,Iris-versicolor
+3,5.108947716183569,3.192120104976696,1.510022382208661,0.3275466932175409,Iris-setosa
+4,6.179766411487848,3.0540000000002303,6.068064969242982,1.665554238114914,Iris-virginica
+5,6.179366488622803,3.0540000000000007,4.899491298758408,1.665427480921472,Iris-versicolor
+6,6.179397716841366,3.0669828754765844,1.5109198897432312,1.6951024086303237,Iris-setosa
+7,6.179366488623525,3.0540000000000003,4.899491312265767,1.6654274790485784,Iris-versicolor
+8,6.179366490374925,3.410386576822529,1.5100228174621195,0.2713315310969427,Iris-setosa
+9,5.108947716176739,3.0623863414301766,1.510022382086088,0.2874544599574152,Iris-setosa
+10,5.108947716182471,3.054000000098662,4.899491295475686,1.6654284445574392,Iris-versicolor
+11,5.108947716174129,3.054000000000002,4.8994912989692825,1.6654274840009484,Iris-versicolor
+12,5.108947716374579,3.386080699383405,1.5100224122587287,0.2858873799641185,Iris-setosa
+13,6.179368269652958,3.054000069729944,4.899670635320105,1.6656493154956338,Iris-versicolor
+14,6.179366505321348,3.5706125700688345,1.510034168070577,0.26699169197903044,Iris-setosa
+15,5.108947716377807,3.391876329338003,1.5100224096076582,0.28802791682920575,Iris-setosa
+16,5.108947716173271,3.054000455499182,1.5100223820585983,0.26153827977927124,Iris-setosa
+17,5.108947716224244,3.4328469289709522,1.5100223851903736,0.3220051595686576,Iris-setosa
+18,6.179366490175645,3.059536527977234,1.5100225589639855,0.26288379714929716,Iris-setosa
+19,6.179366598508534,3.054000000079328,4.899559048729301,1.66544608046064,Iris-versicolor
+20,6.17936648862385,3.0540000000000003,4.8994913217571705,1.6654274783368375,Iris-versicolor
+21,6.1793664886385615,3.0540000000000003,4.899491610446305,1.665427482981005,Iris-versicolor
+22,6.179366488629647,3.054000000000001,4.899491343951561,1.6654274879415814,Iris-versicolor
+23,6.179366490794753,3.3642666558741294,1.5100228878857078,0.27044440493255767,Iris-setosa
+24,6.184945797459553,3.0540000000746064,5.689591740695435,1.6670795890975805,Iris-virginica
+25,6.179366488628525,3.0540000000000007,4.899491346683586,1.665427484192195,Iris-versicolor
+26,5.1089477161773225,3.054000000019166,4.8994912946550775,1.6654277872567005,Iris-versicolor
+27,6.1793759004899504,3.0566166161593684,4.9003989819003,1.6744781371587703,Iris-setosa
+28,6.179366944513345,3.063827125305296,1.510153153595999,0.2635977923912343,Iris-setosa
+29,6.179366489259619,3.0540000000000003,4.8995116003577275,1.6654274950574621,Iris-versicolor
+30,6.179366592958574,3.1491107713517152,1.51008942461265,0.2635138088741216,Iris-setosa
+31,6.179750088708489,3.0540000000006278,5.717155722103588,1.6655892013155615,Iris-virginica
+0,6.17936649056706,3.767820034028949,1.5100237603497426,0.26927512784354646,Iris-setosa
+1,6.179366488624633,3.0540000000000003,4.8994913479356175,1.665427477715798,Iris-versicolor
+2,6.179366819700347,3.1264787253595143,1.5101387066043428,0.26512717754999104,Iris-setosa
+3,6.179366488630899,3.0540000000000003,4.89949148917312,1.66542747946032,Iris-versicolor
+4,6.1793667498824325,3.054059283746556,4.899567896306998,1.6660428811470849,Iris-versicolor
+5,6.179366489142128,3.0540000000000003,4.899507739360021,1.6654274974360102,Iris-versicolor
+6,6.179366511059052,3.0540000000000007,4.900069200975069,1.6654276708685716,Iris-versicolor
+7,6.179366489218595,3.693924270989234,1.510022541498031,0.2804563009900931,Iris-setosa
+8,6.179366848245858,3.151640090461393,1.510150456141921,0.2648639721454967,Iris-setosa
+9,6.179366488714621,3.05400000000161,4.89949134408333,1.6654279051918583,Iris-versicolor
+10,6.179366488638392,3.0540000000000003,4.899491718643303,1.6654274814281,Iris-versicolor
+11,6.17936651125941,3.503200654839551,1.510037704941489,0.2663353817798998,Iris-setosa
+12,5.1089477161769175,3.054000000000042,4.899491299834362,1.6654275082318433,Iris-versicolor
+13,6.179366488812435,3.0540000000000003,4.8994978833425336,1.6654274886715448,Iris-versicolor
+14,6.184011705122812,3.0540000000219965,5.95951367628627,1.666633387722679,Iris-virginica
+15,6.17936649010784,3.7864546181999827,1.5100233534541982,0.27053199968042035,Iris-setosa
+16,5.108947716174167,3.0540000002102152,4.899491293836337,1.6654278024144948,Iris-versicolor
+17,6.1793851076147375,3.0540389937612553,4.900397383955685,1.6726588515476373,Iris-virginica
+18,6.179366490424829,3.0775405255025468,1.5100225831251635,0.2646567051608303,Iris-setosa
+19,6.179366488715014,3.0540000000000003,4.8994942153333385,1.6654274883875357,Iris-versicolor
+20,6.179366488809866,3.0540000000000043,4.899492997334462,1.6654275415833575,Iris-versicolor
+21,6.1793664896102936,3.555245256249986,1.5100226097496996,0.2772687685662326,Iris-setosa
+22,6.179366488938054,3.054000000000001,4.899498025498713,1.6654275122828328,Iris-versicolor
+23,6.179366491917561,3.0541037974604914,1.5100227601686973,0.2616862718149366,Iris-setosa
diff --git a/iris/lct_gan/0/27/test.csv b/iris/lct_gan/0/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/27/train.csv b/iris/lct_gan/0/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/27/val.csv b/iris/lct_gan/0/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/28/synth.csv b/iris/lct_gan/0/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ef9cfc05530bd8db50333055509ba420f0b687e
--- /dev/null
+++ b/iris/lct_gan/0/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886240744,3.0540000000000003,4.899491348331025,1.6654274772190258,Iris-versicolor
+1,5.108947716173566,3.0540000000000007,4.8994912980368435,1.665427481187552,Iris-versicolor
+2,6.179366944578578,3.2186074640425,1.5101699769226495,0.26582130523557457,Iris-setosa
+3,6.1793664886887045,3.0540000000000003,4.8994935051387,1.6654274829097515,Iris-versicolor
+4,6.179491308404109,3.0650748381265207,4.903540664322837,1.7072737179340374,Iris-virginica
+5,6.179366498479187,3.054000000000014,4.899571672420919,1.6654279636626044,Iris-versicolor
+6,6.179366569275232,3.113137626860718,1.5100734862006784,0.2630394419600286,Iris-setosa
+7,6.179366489600817,3.5077312807182444,1.5100225866945984,0.2770229270882538,Iris-setosa
+8,6.1793664928978504,3.605775562005478,1.510024597480682,0.26964575168132937,Iris-setosa
+9,6.179366488640397,3.054000000000001,4.899491492399342,1.665427489298014,Iris-versicolor
+10,6.179366493089941,3.0540000000000025,4.899555551985764,1.665427668711115,Iris-versicolor
+11,5.108947716174225,3.055006882232798,1.5100223820606977,0.2740504137353341,Iris-setosa
+12,5.108947716444757,3.0845488502879426,1.510022409028186,0.2677108862059323,Iris-setosa
+13,6.17941989917474,3.0540000000033953,5.004558955580838,1.6655226269575767,Iris-virginica
+14,6.19512395728856,3.0540000041016193,5.28623009465276,1.6710060814860506,Iris-virginica
+15,6.17936651004838,3.054000001128887,4.899497204193247,1.6654377018642081,Iris-versicolor
+16,6.179366488641929,3.0540000000000003,4.89949191621253,1.6654274801009994,Iris-versicolor
+17,5.108947716174036,3.0540000000033625,4.899491294000533,1.6654275277541206,Iris-versicolor
+18,6.179386913267628,3.054084173890518,4.900434530842802,1.6715775802094004,Iris-versicolor
+19,6.17936648935096,3.0540000000000114,4.8994965867029885,1.66542760888303,Iris-versicolor
+20,6.179366504612348,3.6357403170750495,1.5100339142796615,0.2672440188869232,Iris-setosa
+21,6.179380157997162,3.054000000002094,4.9424509455634995,1.66547105035652,Iris-virginica
+22,6.179367002189166,3.0540000000000407,4.903773039121067,1.665431059324693,Iris-versicolor
+23,6.180598178148179,3.0542068849877344,4.905031999826174,1.6924974389572345,Iris-virginica
+24,6.179366647877446,3.054001435162719,4.899524499195311,1.6657535772537753,Iris-versicolor
+25,5.108947716173555,3.054000000000001,4.899491297376337,1.6654274815031076,Iris-versicolor
+26,6.179367248199187,3.0559565959038064,1.5101779270461062,0.26283692292985267,Iris-setosa
+27,6.179369152888789,3.0540085677242876,4.89988185518421,1.6670451112291254,Iris-versicolor
+28,5.108947716173522,3.054000000000001,4.899491297223282,1.6654274814531398,Iris-versicolor
+29,5.1089477161733425,3.0540000000000043,4.899491294431967,1.6654274800055309,Iris-versicolor
+30,5.108947716175113,3.0563685929893682,1.5100223820673135,0.2803875098819151,Iris-setosa
+31,6.181445079159926,3.054000000001164,6.526331806214136,1.6658617602859995,Iris-virginica
+0,6.179366516303637,3.5694407090338274,1.5100432506486756,0.266407107199747,Iris-setosa
+1,6.179398825709256,3.054000000000022,5.453839700885052,1.6654455701615145,Iris-virginica
+2,5.108947716196354,3.0540000000024317,4.899491306696132,1.665427778930133,Iris-versicolor
+3,6.179366497782703,3.6250636929778524,1.5100286677336079,0.2677151889171774,Iris-setosa
+4,6.179847654747111,3.0540000044672535,4.936525084526849,1.6667733403930007,Iris-virginica
+5,6.179366488626837,3.0540000000000007,4.899491337721267,1.6654274828597013,Iris-versicolor
+6,5.108947716223826,3.3900267857081485,1.5100223848108876,0.31831190101152684,Iris-setosa
+7,6.179366488626731,3.0540000000000007,4.899491334887109,1.6654274838061773,Iris-versicolor
+8,5.108947716173368,3.054000000000001,4.899491295863113,1.6654274807616416,Iris-versicolor
+9,6.179366533504009,3.0954590113700444,1.5100519904678074,0.26250772762258784,Iris-setosa
+10,6.180115119880629,3.054000853546219,4.906803802456692,1.6706319997026364,Iris-virginica
+11,6.179366489102247,3.637614048015579,1.5100224742171542,0.28433580377000106,Iris-setosa
+12,6.179366488639049,3.0540000000000007,4.899491580973135,1.6654274834631921,Iris-versicolor
+13,6.179366662690894,3.05400000000005,4.900623389741818,1.6654296658653271,Iris-versicolor
+14,5.108947716173341,3.054000000013113,4.899491293751885,1.66542751267487,Iris-versicolor
+15,6.179836700285967,3.0540000000005936,5.830892102038451,1.6656018848869854,Iris-virginica
+16,6.179366869918051,3.054000000000532,4.90079753600109,1.6654339939676295,Iris-versicolor
+17,6.179366492715159,3.055492443219069,1.510023037298738,0.2619503547196604,Iris-setosa
+18,6.193125769735558,3.054003361321528,4.938537641931258,1.68386777401759,Iris-virginica
+19,6.179366488624553,3.0540000000000003,4.899491328489226,1.6654274789386931,Iris-versicolor
+20,6.179366488632446,3.054000000000001,4.899491380882844,1.6654274897357315,Iris-versicolor
+21,5.10894771617423,3.0540000006372736,4.899491293818083,1.6654280823241872,Iris-versicolor
+22,5.108947716173749,3.0540000000157423,4.899491293868598,1.665427566511751,Iris-versicolor
+23,6.17936648862524,3.0540000000000007,4.899491317496257,1.665427481675324,Iris-versicolor
+24,6.179529660848363,3.0544090640028574,4.902005227541408,1.6802334344546441,Iris-virginica
+25,6.179443615069385,3.0540053138270147,4.90093364709426,1.6707572900159922,Iris-virginica
+26,6.179366501110992,3.054000000000002,4.899678965634806,1.6654277797979449,Iris-versicolor
+27,5.108947716191276,3.0540300709618635,1.5100223825007275,0.26226571084942657,Iris-setosa
+28,6.17936648862353,3.0540000000000007,4.899491304106233,1.665427481547401,Iris-versicolor
+29,6.179366490571863,3.076874722444805,1.510022638728645,0.2639714862605352,Iris-setosa
+30,6.203669091806267,3.0540000004953343,5.923231124583319,1.6699224063891367,Iris-virginica
+31,6.179370149658339,3.0834833979647573,1.5103679692300482,0.2690680062863384,Iris-setosa
+0,5.108947716468062,3.0658161782327777,1.5100224245171499,0.264224868497596,Iris-setosa
+1,6.17936648902528,3.0540000000000003,4.899504255937066,1.6654274947279146,Iris-versicolor
+2,6.17936648948331,3.0540003502252757,4.899491417730337,1.6654720313090912,Iris-versicolor
+3,5.108947716635267,3.0606358029315417,1.51002243939275,0.2637735199125501,Iris-setosa
+4,6.179366497654125,3.055158070532927,1.5100243669920086,0.2618147975433249,Iris-setosa
+5,6.179366488634193,3.0540000000000007,4.899491495374609,1.6654274821736965,Iris-versicolor
+6,6.179394004444698,3.0571273420750855,4.900903709815885,1.6778324074328226,Iris-setosa
+7,6.179366488623216,3.0540000000000003,4.899491311822051,1.6654274780720617,Iris-versicolor
+8,6.179380512350402,3.054011379266534,4.9001798854609655,1.6677038401077122,Iris-versicolor
+9,6.179366488624422,3.0540000000000003,4.899491343297966,1.665427477655487,Iris-versicolor
+10,6.179687400986385,3.054000654154049,4.9045623049458165,1.6684719397002288,Iris-virginica
+11,6.182592191431911,3.0540000035965984,5.0350901604811815,1.6683828574803343,Iris-virginica
+12,6.186214328077588,3.0540000000554577,5.865099218183723,1.667162919364397,Iris-virginica
+13,6.204844046774114,3.0540019830527325,4.967825300810514,1.684461172067319,Iris-virginica
+14,5.108947716396644,3.3310324667312896,1.5100224096675243,0.2847138628899546,Iris-setosa
+15,6.179366982090986,3.0540000000000393,4.903278455232267,1.6654306008267357,Iris-versicolor
+16,6.1912619298786415,3.0540007208537525,4.954102873946308,1.6792687923128606,Iris-virginica
+17,6.179366488630849,3.0540000000000003,4.899491535020969,1.6654274786360694,Iris-versicolor
+18,6.1793665074479165,3.092162028490847,1.5100322340840988,0.2623933435127403,Iris-setosa
+19,6.179366614586384,3.0540000000008187,4.899777029299307,1.6654320327980972,Iris-versicolor
+20,6.1810472439952475,3.054040517174619,4.904798646758317,1.6793233177489109,Iris-virginica
+21,6.179366496094072,3.0540000000000007,4.899698323125513,1.6654275680777353,Iris-versicolor
+22,5.1089477162507135,3.054000000002649,4.89949134214756,1.6654280269430433,Iris-versicolor
+23,5.108947716190192,3.0540000041829236,4.899491295508912,1.6654358347989993,Iris-versicolor
+24,6.197158551504128,3.054000044298794,5.079148341556476,1.674616732973795,Iris-virginica
+25,6.1793664890055195,3.5588134383841856,1.5100224317930149,0.28859203647409437,Iris-setosa
+26,6.189104985712222,3.0540000760767088,4.996749645280247,1.6740125877492007,Iris-virginica
+27,6.1793664888401745,3.601976067784094,1.5100224056116576,0.2975265290060721,Iris-setosa
+28,6.1793665001768865,3.5860584475698554,1.5100298720201928,0.2676414095911727,Iris-setosa
+29,6.1805829574337725,3.054309214623975,4.905428108741444,1.6943255712485883,Iris-virginica
+30,6.181314662330657,3.054000031669911,4.944298600242724,1.669409110518191,Iris-virginica
+31,6.191688424658118,3.054000186372966,4.9866297269993005,1.6762399536063113,Iris-virginica
+0,6.17936648862495,3.0540000000000007,4.899491318180501,1.6654274818913373,Iris-versicolor
+1,5.108947716173426,3.0540000000000007,4.899491297086614,1.6654274815965981,Iris-versicolor
+2,6.191740400711499,3.054006480341546,4.930648559859192,1.6857677091173375,Iris-virginica
+3,6.179366489082976,3.594066482331608,1.5100224567667657,0.28609773639552194,Iris-setosa
+4,6.183139081273656,3.0540088537131207,4.911272878925519,1.68150444612108,Iris-virginica
+5,6.188901482786726,3.054000026055134,5.041490662463763,1.672167876292978,Iris-virginica
+6,6.179366489305884,3.443466703872557,1.5100224789153645,0.27905684154403504,Iris-setosa
+7,6.1793664886228035,3.0540000000000007,4.89949129758081,1.6654274823262412,Iris-versicolor
+8,5.108947716173286,3.054000000044501,4.899491293732243,1.6654275074889646,Iris-versicolor
+9,6.179366488657108,3.054000000000006,4.89949141830289,1.6654275161125194,Iris-versicolor
+10,6.179366560235491,3.4123619511367815,1.5100708296386485,0.2651436778726268,Iris-setosa
+11,6.1793664886248205,3.054000000000001,4.899491306776289,1.6654274836618144,Iris-versicolor
+12,6.179366524098311,3.5768611389700964,1.5100474119875107,0.26693228887601966,Iris-setosa
+13,6.179366488638653,3.0540000000000003,4.899491666128866,1.6654274811425231,Iris-versicolor
+14,6.17936660172889,3.1508991705420426,1.5100939307332895,0.26359016799736235,Iris-setosa
+15,6.179366488920845,3.0540000028579026,4.899491339848013,1.6654330013293326,Iris-versicolor
+16,6.179374239748748,3.054198296952464,4.900144931375185,1.6717842696056104,Iris-versicolor
+17,5.10894771617415,3.054000000000002,4.899491300224584,1.6654274840623595,Iris-versicolor
+18,6.179366835689071,3.329119299398167,1.5101642026940154,0.26596828777829457,Iris-setosa
+19,6.17936678532005,3.2235814080366145,1.5101436719795562,0.2649525369075744,Iris-setosa
+20,6.179366492065177,3.0540000000000003,4.899590168515028,1.6654275124443791,Iris-versicolor
+21,6.179366489577647,3.7906478066240976,1.510022907639082,0.272469531761485,Iris-setosa
+22,6.179366946158889,3.3236406803407834,1.5101821287872836,0.2666102344489977,Iris-setosa
+23,5.1089477161865995,3.0540000431219223,4.899491294793399,1.6654643472831057,Iris-versicolor
diff --git a/iris/lct_gan/0/28/test.csv b/iris/lct_gan/0/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/28/train.csv b/iris/lct_gan/0/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/28/val.csv b/iris/lct_gan/0/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/29/synth.csv b/iris/lct_gan/0/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bb5ba5b1c8d22e2b1c07f78b6c775e2d1d9bb6f
--- /dev/null
+++ b/iris/lct_gan/0/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716176821,3.054000000000005,4.899491308168822,1.6654274943734844,Iris-versicolor
+1,5.108947716174949,3.0711226824545212,1.5100223820658192,0.30583758093146196,Iris-setosa
+2,6.179366506456804,3.280973105172901,1.5100301665311193,0.2642873416321248,Iris-setosa
+3,6.179366488645735,3.0540000000000003,4.899491952701048,1.665427481551794,Iris-versicolor
+4,6.1793664886457735,3.0540000000000065,4.8994913707285725,1.665427508310278,Iris-versicolor
+5,5.10894771622069,3.054000000017385,4.899491310369191,1.6654284389884886,Iris-versicolor
+6,6.179366562068675,3.4712023368137506,1.5100719223454897,0.26559830762969827,Iris-setosa
+7,5.108947716215766,3.251372202986127,1.5100223836918465,0.3046970174580004,Iris-setosa
+8,6.179366507565485,3.5424361819913592,1.5100355809498975,0.2664987235115476,Iris-setosa
+9,5.108947716173425,3.054000000000006,4.899491294560852,1.665427481131556,Iris-versicolor
+10,6.179366746578749,3.054000000000002,4.905116399129566,1.6654283672146306,Iris-versicolor
+11,6.1793664994433275,3.1291872662592373,1.5100258867354523,0.2638853133041009,Iris-setosa
+12,6.179366584771992,3.054000000000036,4.900139979251608,1.6654291991322807,Iris-versicolor
+13,6.179366488628525,3.0540000000000003,4.899491432838438,1.66542747932684,Iris-versicolor
+14,6.179366805078363,3.0540000000000034,4.905586921415757,1.6654286749731584,Iris-versicolor
+15,6.179366488739659,3.0540000000000003,4.899494685374682,1.6654274892364482,Iris-versicolor
+16,6.179368053705314,3.054000000010056,4.9022461202814105,1.6654556841875832,Iris-versicolor
+17,5.108947716177079,3.0540000000000047,4.899491311817134,1.66542749402089,Iris-versicolor
+18,6.179366488625005,3.0540000000000003,4.899491357951966,1.6654274777628952,Iris-versicolor
+19,6.179366490353295,3.0540137313645586,1.5100226024468693,0.26158514154990237,Iris-setosa
+20,6.179366489320209,3.0540000434155545,4.899491419396721,1.665446246868624,Iris-versicolor
+21,6.179366688914034,3.0540014052422815,4.899547739556961,1.6659456308275546,Iris-versicolor
+22,6.179366489250335,3.0540000000001357,4.899493081328935,1.6654278280395987,Iris-versicolor
+23,5.108947716200315,3.4772241528972527,1.5100223833337165,0.344513605385372,Iris-setosa
+24,5.1089477161757175,3.0540000000142387,4.899491294376116,1.6654277050469721,Iris-versicolor
+25,6.179396737820252,3.0540000295861747,4.901997594458779,1.6659089987423024,Iris-virginica
+26,6.179366583938071,3.3463984411037533,1.5100902973198873,0.26486431713900505,Iris-setosa
+27,6.179366488627848,3.0540000000000003,4.899491398492115,1.6654274799637387,Iris-versicolor
+28,5.108947716328803,3.054000448577614,4.899491323684606,1.6654892285552958,Iris-versicolor
+29,6.17936870901381,3.0540000000000043,4.948262071949019,1.6654303744117676,Iris-versicolor
+30,6.17936649975897,3.2877917115451414,1.5100272460779884,0.26509807002951574,Iris-setosa
+31,6.179910396413404,3.0540000000516376,5.098663369044982,1.6660101095435371,Iris-virginica
+0,5.108947716173501,3.0597887318862127,1.5100223820564047,0.2914191462643232,Iris-setosa
+1,6.1794293053494425,3.0540000004141588,4.91825718783331,1.6657772988731148,Iris-virginica
+2,5.108947716197864,3.4922148762133576,1.5100223832161837,0.34847399943538365,Iris-setosa
+3,6.179366598717499,3.306204256719346,1.510095239778142,0.26521227594872276,Iris-setosa
+4,6.179755773720049,3.054000000287651,4.984024745454844,1.6660680536268746,Iris-virginica
+5,6.179366488623933,3.0540000000000007,4.8994913112572265,1.6654274804835918,Iris-versicolor
+6,6.179366767699399,3.1431812804740584,1.510131730285199,0.2647228727875293,Iris-setosa
+7,6.180957047395075,3.054000000104995,5.220301697466667,1.6664562031999517,Iris-virginica
+8,6.179368303409436,3.2548774955367117,1.51030549562874,0.26903020858847426,Iris-setosa
+9,5.1089477161758,3.0540000000000553,4.899491297531789,1.665427507159151,Iris-versicolor
+10,5.1089477162200145,3.3573703358529983,1.510022384644062,0.31195686370903214,Iris-setosa
+11,6.179636300567444,3.0540390763981393,4.901991314851068,1.6744285122256488,Iris-virginica
+12,6.179930850324112,3.0540000057796,4.933880278067514,1.6672173073612424,Iris-virginica
+13,6.179366488627014,3.0540000000000003,4.8994913901055455,1.665427479146214,Iris-versicolor
+14,6.179381133452044,3.0540424107198474,4.900223230221621,1.6692605705484627,Iris-versicolor
+15,5.108947716182603,3.054019099010805,1.5100223822370946,0.2622509096851592,Iris-setosa
+16,5.108947716173336,3.0540001993009347,1.5100223820604197,0.2615355607906513,Iris-setosa
+17,6.179378325598216,3.0943407346300673,1.5106209517658946,0.27142109872976017,Iris-setosa
+18,6.179366488625864,3.0540000000000003,4.8994914086625485,1.6654274774396958,Iris-versicolor
+19,6.179370698595875,3.062171941463509,1.5103772488059735,0.2661146815171588,Iris-setosa
+20,6.179366489073755,3.684961829161295,1.5100224846577632,0.28355476684313635,Iris-setosa
+21,6.179366488629604,3.0540000000000007,4.899491401672523,1.6654274831820994,Iris-versicolor
+22,6.179366489284098,3.2865405398290166,1.51002245684547,0.27375452056929117,Iris-setosa
+23,5.108947716173318,3.0540000333461332,1.5100223820621668,0.2615319968477625,Iris-setosa
+24,6.179366569021801,3.0540000000000123,4.900259551803663,1.6654285187452293,Iris-versicolor
+25,6.179366813613928,3.054467086346005,1.5101051788759752,0.2623202936575873,Iris-setosa
+26,6.179366489834714,3.612450538511556,1.5100227290527894,0.2761434385723615,Iris-setosa
+27,6.1793664886255675,3.0540000000000003,4.899491406633987,1.6654274771560091,Iris-versicolor
+28,5.1089477161732475,3.054000000000001,4.899491294746363,1.6654274801920266,Iris-versicolor
+29,6.179366488628409,3.0540000000000007,4.89949137266014,1.6654274822441408,Iris-versicolor
+30,5.1089477161732075,3.054000000000147,4.89949129378681,1.665427479655651,Iris-versicolor
+31,5.108947716196339,3.05400109329618,1.5100223827164454,0.26165548696654656,Iris-setosa
+0,6.179366489263143,3.054000000000001,4.899503928478236,1.6654275409274455,Iris-versicolor
+1,6.179366488622994,3.0540000000000007,4.899491299691851,1.6654274821689723,Iris-versicolor
+2,6.179366845907263,3.0712391643827233,1.5101445990665605,0.26347469542179475,Iris-setosa
+3,6.179366490462503,3.0540006075705755,4.899491528024395,1.6654708931502336,Iris-versicolor
+4,6.179366488625886,3.0540000000000003,4.899491392535985,1.6654274778314437,Iris-versicolor
+5,6.17936661107913,3.0540000468317983,4.899514320652572,1.6655515540995496,Iris-versicolor
+6,6.185642263816491,3.0540000000100185,6.416174434504502,1.6666625203479886,Iris-virginica
+7,6.1793664896556395,3.677788887703163,1.5100227463887157,0.27586937632670216,Iris-setosa
+8,6.179366488655039,3.0540000000000016,4.899491571011397,1.6654274948066636,Iris-versicolor
+9,6.179366489107682,3.715351034183275,1.5100225140073826,0.2811527771704469,Iris-setosa
+10,6.179366508983722,3.4722818275653893,1.5100370340267157,0.2657528979513431,Iris-setosa
+11,6.17936648874129,3.0540000000000016,4.899492817782085,1.6654275111040102,Iris-versicolor
+12,6.179366488629069,3.0540000000000003,4.899491552569595,1.6654274776665496,Iris-versicolor
+13,5.108947716644907,3.154661057230321,1.5100224492626357,0.26929657718020117,Iris-setosa
+14,6.179366488914151,3.054000000000002,4.899495670322921,1.6654275228704765,Iris-versicolor
+15,6.1793690856914,3.0709011441401746,1.51031786791867,0.26614586609270663,Iris-setosa
+16,6.179366824195178,3.065903152092731,1.510135974518771,0.2633927090586607,Iris-setosa
+17,6.191105452341821,3.0540002613051773,4.974509226616135,1.676417835011061,Iris-virginica
+18,6.179366488623001,3.0540000000000003,4.899491306552024,1.665427478601846,Iris-versicolor
+19,6.179366489176619,3.0540000000000007,4.899503872380648,1.6654275389740414,Iris-versicolor
+20,5.108947716173319,3.0540000000000016,4.899491294843922,1.6654274802631583,Iris-versicolor
+21,6.179366488633437,3.0540000000000007,4.899491463527291,1.6654274837196488,Iris-versicolor
+22,5.10894771617797,3.194028983505529,1.510022382102775,0.3482738374874787,Iris-setosa
+23,6.179595334509835,3.0559195920875206,4.903199329517401,1.7037474276091047,Iris-virginica
+24,5.108947716179816,3.0540000000000647,4.899491303734738,1.665427528599984,Iris-versicolor
+25,6.179366489180005,3.6708850719339954,1.510022516702341,0.2815227311831713,Iris-setosa
+26,5.108947716175608,3.167561664618325,1.5100223820728278,0.3547229699025338,Iris-setosa
+27,5.108947716173379,3.0540000000000136,4.899491294190307,1.665427481889198,Iris-versicolor
+28,5.10894771623867,3.054000000468241,4.899491309096085,1.6654314880033594,Iris-versicolor
+29,5.108947716189162,3.4114532397991773,1.5100223825149226,0.36309837879875817,Iris-setosa
+30,6.179366488635463,3.054000000000003,4.8994913450976645,1.665427493791074,Iris-versicolor
+31,6.17936648874066,3.0540000000000003,4.899494921308902,1.6654274884394045,Iris-versicolor
+0,6.182103395210808,3.0540000001832595,5.263245318719624,1.6669333906922301,Iris-virginica
+1,6.1793664886267115,3.054000000000001,4.89949131756896,1.6654274867253118,Iris-versicolor
+2,6.179384033999297,3.05722699740932,4.900673301034751,1.6790764956970154,Iris-setosa
+3,6.179366497519864,3.61928150900427,1.5100281029570009,0.26807641205522675,Iris-setosa
+4,6.1793664886236055,3.0540000000000003,4.899491328702229,1.6654274770822988,Iris-versicolor
+5,5.1089477161736125,3.0540000000000465,4.899491294212746,1.6654274863913179,Iris-versicolor
+6,6.2164725104863905,3.054000422180037,5.044333930634809,1.6823439753561964,Iris-virginica
+7,6.179366528736135,3.0540095345476894,4.899500232240476,1.665568715775203,Iris-versicolor
+8,5.108947716179693,3.181493504050246,1.5100223821366556,0.33320961081614897,Iris-setosa
+9,5.108947716753095,3.054126858411665,1.5100224521280932,0.2618874332382515,Iris-setosa
+10,6.179366490364584,3.5435874361589113,1.5100229382152484,0.2729320149746767,Iris-setosa
+11,6.179372361800351,3.0540000000000322,4.980133785297653,1.6654367165378037,Iris-versicolor
+12,6.181344658610981,3.054004632007082,4.909547750660625,1.6751440525376264,Iris-virginica
+13,6.19133034400728,3.054000030970761,5.06174066708903,1.6724402628526627,Iris-virginica
+14,6.179366490276204,3.4594183769352655,1.5100227977683331,0.27265967993677676,Iris-setosa
+15,6.1793664985214845,3.0540000000000007,4.899762792066162,1.6654275973362767,Iris-versicolor
+16,6.180005865382597,3.0540000001287937,5.058264427592873,1.6661332682237637,Iris-virginica
+17,6.179369442588253,3.188244816120953,1.5103469446487257,0.26951512459384125,Iris-setosa
+18,6.179366489505461,3.0540000012841837,4.899491455874553,1.6654324699324958,Iris-versicolor
+19,6.1804687525324775,3.0544595316852683,4.905406786528293,1.7047333716041655,Iris-virginica
+20,6.179366488623147,3.0540000000000007,4.899491304526824,1.6654274797739756,Iris-versicolor
+21,5.108947716626111,3.1797129290299058,1.5100224510230165,0.2700207678390608,Iris-setosa
+22,6.181952451702823,3.0540000000879077,5.369310501421339,1.6666004996832473,Iris-virginica
+23,6.179367241822455,3.248293974884258,1.510207008167512,0.2671767395522467,Iris-setosa
diff --git a/iris/lct_gan/0/29/test.csv b/iris/lct_gan/0/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/29/train.csv b/iris/lct_gan/0/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/29/val.csv b/iris/lct_gan/0/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/3/synth.csv b/iris/lct_gan/0/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7811de16c1f7700484e29d5fc4f6a160d01160c1
--- /dev/null
+++ b/iris/lct_gan/0/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488628586,3.0540000000000003,4.899491408638872,1.6654274802700786,Iris-versicolor
+1,6.1823820192966465,3.054000000222174,5.269240849125302,1.6669919956664627,Iris-virginica
+2,6.179368584481317,3.062257460768404,1.5102900771244667,0.26474544372645586,Iris-setosa
+3,6.179719161455179,3.054007512220545,4.902071880416236,1.6704097931347022,Iris-virginica
+4,6.179366488631333,3.0540000000000007,4.899491376699343,1.665427485700453,Iris-versicolor
+5,6.179368768574914,3.0564444314938157,1.510276823082142,0.2636874791289535,Iris-setosa
+6,6.1795261936924115,3.0540000007293386,4.931496945921722,1.6660005308568089,Iris-virginica
+7,5.108947716174958,3.0540000000000513,4.899491296318659,1.6654275010866357,Iris-versicolor
+8,6.1799669835184,3.0540000000005962,5.969792500261174,1.665627168182232,Iris-virginica
+9,5.108947716213987,3.2651113939659266,1.5100223838334195,0.3036764012080513,Iris-setosa
+10,6.179367093911801,3.0540033906100477,4.899587407696607,1.6659486242085775,Iris-versicolor
+11,6.1793664886350035,3.0540000000000003,4.8994915377756385,1.6654274812501564,Iris-versicolor
+12,6.179379520682034,3.0542633661550376,4.900293970489082,1.6702020470471566,Iris-versicolor
+13,6.1793664886278545,3.0540000000000003,4.89949138526226,1.6654274806390397,Iris-versicolor
+14,5.1089477166233905,3.0541404984499048,1.5100224250358778,0.262026597211573,Iris-setosa
+15,6.179366936239966,3.2475958914906298,1.510175089209652,0.2655666716503067,Iris-setosa
+16,6.179366498491904,3.0540061713556614,4.899494032205493,1.6655324555494098,Iris-versicolor
+17,6.1793684164556755,3.0540000000012024,4.906358009325857,1.6654426388839845,Iris-versicolor
+18,6.179366488628732,3.0540000000000007,4.8994913835462865,1.6654274814631507,Iris-versicolor
+19,5.108947716176247,3.054000000263734,4.899491294128815,1.6654285264159656,Iris-versicolor
+20,6.179366489013605,3.59282471249876,1.5100224442829393,0.2856161030556588,Iris-setosa
+21,6.179366515496216,3.4146230139097153,1.5100417782788824,0.2651617433606166,Iris-setosa
+22,6.179366489445841,3.0540000000000007,4.8995148512101965,1.6654275078843936,Iris-versicolor
+23,6.179366488770294,3.0540000000000007,4.899494769351599,1.6654274984661803,Iris-versicolor
+24,6.179366493807243,3.3284282223394737,1.5100241875209746,0.26656442685315174,Iris-setosa
+25,6.179450188531487,3.0626787021671524,4.902349103385591,1.697239964288368,Iris-setosa
+26,6.179366489569118,3.2556577616936093,1.5100225082957093,0.2714383588595275,Iris-setosa
+27,6.182810878557088,3.0540000000264453,5.743177809877183,1.666520069607963,Iris-virginica
+28,6.179366691691727,3.0560852795526565,1.5100869982252254,0.2623083844742109,Iris-setosa
+29,6.17936648873314,3.0540000000000003,4.899495301858074,1.6654274829526825,Iris-versicolor
+30,5.108947716332046,3.4435744777893476,1.5100224049744995,0.29089437678808644,Iris-setosa
+31,6.179368021895012,3.05400000000001,4.923232969666855,1.6654308815217225,Iris-versicolor
+0,6.179366489340529,3.054000000000001,4.89950496538285,1.665427543258593,Iris-versicolor
+1,6.17936648862382,3.0540000000000003,4.899491317896496,1.665427479163635,Iris-versicolor
+2,6.179388568411658,3.057871739805797,4.900820678546157,1.6829133635516953,Iris-setosa
+3,6.1793707365665735,3.054000000000035,4.950461465954554,1.6654355920548416,Iris-versicolor
+4,5.10894771617455,3.054000087340912,1.5100223820842062,0.26154400708732145,Iris-setosa
+5,6.17936648868369,3.054000000000001,4.899491924512178,1.6654275014644147,Iris-versicolor
+6,5.108947716239414,3.4459944710275296,1.5100223870160931,0.31313953132529904,Iris-setosa
+7,6.17946020979739,3.0540772322350365,4.901173334096429,1.6743622037228025,Iris-virginica
+8,6.179366490715029,3.229215171047352,1.510022763628496,0.26772884005641234,Iris-setosa
+9,6.179366488623007,3.0540000000000003,4.8994913144704055,1.6654274769182364,Iris-versicolor
+10,6.179380532371137,3.0540000000041077,4.93448197603166,1.6654773160784768,Iris-virginica
+11,6.179366488633311,3.0540000000000003,4.8994914996537275,1.6654274817641186,Iris-versicolor
+12,6.17936649040797,3.0540000000000007,4.899539642289081,1.665427530901734,Iris-versicolor
+13,5.10894771617329,3.054000000000003,4.899491294416624,1.6654274796267967,Iris-versicolor
+14,6.179366497852984,3.0540000088261436,4.899492744341883,1.6654388978801726,Iris-versicolor
+15,6.179367270633919,3.0540000000436494,4.900115186047536,1.665457190041558,Iris-versicolor
+16,6.179974152605171,3.054655971931807,4.9042877121264645,1.69877658517114,Iris-virginica
+17,5.10894771646175,3.0542757705484536,1.5100224106708882,0.26214042598081505,Iris-setosa
+18,6.17936648972212,3.4406874299002945,1.5100225790250512,0.27586761103524376,Iris-setosa
+19,5.108947716231066,3.0577246852553537,1.51002238451048,0.2655638273207106,Iris-setosa
+20,6.179366512327613,3.548238148557699,1.5100406006288611,0.26615307884659706,Iris-setosa
+21,6.179380353106385,3.054019069181849,4.900210245529261,1.6677048419457152,Iris-versicolor
+22,6.179366488623166,3.0540000000000003,4.899491310347542,1.6654274777274864,Iris-versicolor
+23,6.179366488624091,3.0540000000000003,4.899491319164255,1.665427479549175,Iris-versicolor
+24,6.179366488641662,3.054000000000002,4.899491411349244,1.6654274948742813,Iris-versicolor
+25,6.1796184378950185,3.054000000000865,5.457986869974876,1.665571895700889,Iris-virginica
+26,5.108947716183439,3.0540006379513667,1.5100223822790326,0.26164647525959495,Iris-setosa
+27,6.179366493609915,3.440623368301093,1.510024389985584,0.2682210673852436,Iris-setosa
+28,6.179366491403368,3.0540000000000136,4.899517282282769,1.6654278621132408,Iris-versicolor
+29,6.179367099970752,3.2301194003912843,1.5101951045741993,0.2665280132363866,Iris-setosa
+30,5.108947716257464,3.075683722781649,1.5100223863985949,0.26982838840705253,Iris-setosa
+31,5.108947716193226,3.054000000105962,4.899491298966643,1.665429367266778,Iris-versicolor
+0,5.108947716173625,3.0892402258319014,1.5100223820569136,0.3392078322353268,Iris-setosa
+1,6.179367357735789,3.273552829788138,1.5102289902808266,0.26813329790040913,Iris-setosa
+2,5.108947716186059,3.055512154271383,1.5100223822589027,0.26874086432517674,Iris-setosa
+3,6.179366488622918,3.0540000000000007,4.899491300935594,1.6654274799108408,Iris-versicolor
+4,6.179425913777448,3.054076282487859,4.900878688801622,1.672384266776336,Iris-virginica
+5,6.1793665218926455,3.059636516764392,1.5100374515250545,0.2619734849662444,Iris-setosa
+6,6.179369270187544,3.0906224121475185,1.5103274600614287,0.26732876855845056,Iris-setosa
+7,5.108947716176223,3.054000136592847,1.5100223821233276,0.2615727483920187,Iris-setosa
+8,6.1793664886243205,3.0540000000000007,4.899491310022146,1.665427481556753,Iris-versicolor
+9,6.179462730816722,3.055962388767933,4.901937284702974,1.6900504028360939,Iris-virginica
+10,6.179369120638835,3.215556411247088,1.510337288133638,0.27062522334833955,Iris-setosa
+11,6.207219576626236,3.054001052680895,4.985789235881424,1.683497205294448,Iris-virginica
+12,6.180344057098773,3.0540000000028895,5.741671485704169,1.6657897741318712,Iris-virginica
+13,6.179366490589927,3.0540000000000105,4.899507337576162,1.6654277069857149,Iris-versicolor
+14,6.179366490255257,3.054302908650861,1.5100225449016051,0.26184259794350945,Iris-setosa
+15,6.179366697632574,3.3737918712522688,1.5101263619940022,0.26568311666699174,Iris-setosa
+16,6.179366489284102,3.525626438967818,1.5100225007503392,0.280342485988855,Iris-setosa
+17,6.179366488623849,3.0540000000000003,4.899491314621152,1.6654274798077846,Iris-versicolor
+18,6.179366490155991,3.7804580197705286,1.5100234034178093,0.2701019346559277,Iris-setosa
+19,6.179366488623568,3.0540000000000003,4.8994913280172,1.6654274771730617,Iris-versicolor
+20,6.1796242612093675,3.0540000000003564,5.681113802060291,1.6655439357184996,Iris-virginica
+21,6.179371215981318,3.0819769296996244,1.510418924665443,0.2685032638609607,Iris-setosa
+22,5.1089477166271084,3.054000004761057,4.899491387448568,1.6654347271430678,Iris-versicolor
+23,6.179391596787683,3.054026572205931,4.900408079260659,1.668836157671739,Iris-versicolor
+24,6.179366489442437,3.643620331672737,1.5100226044068685,0.2782700323231883,Iris-setosa
+25,6.179366488772936,3.054000000000016,4.89949184833367,1.6654275673120744,Iris-versicolor
+26,6.179376897590047,3.057356989916236,4.900465982817119,1.6735764690897443,Iris-setosa
+27,6.179399083126086,3.0604503600409054,4.901221814919191,1.6811569051939912,Iris-setosa
+28,6.179366488675307,3.054000000000001,4.899491890493835,1.6654274985922337,Iris-versicolor
+29,5.1089477161741375,3.0540000000004084,4.899491294339285,1.6654275106235095,Iris-versicolor
+30,6.179366510036163,3.4717839656476723,1.5100356178954917,0.26564367950322354,Iris-setosa
+31,6.179367233428057,3.0540000000000043,4.914539170738008,1.6654293683769636,Iris-versicolor
+0,6.179366488906781,3.0540000000000007,4.899498566836466,1.6654275024811682,Iris-versicolor
+1,6.179366488630877,3.0540000000000016,4.899491342558399,1.6654274888656904,Iris-versicolor
+2,6.179366494412474,3.1818274898545256,1.5100239056990936,0.26525641644931447,Iris-setosa
+3,6.182810839166502,3.054057560311119,4.907149621356189,1.6882722755767903,Iris-virginica
+4,6.180393469016687,3.054832167339743,4.906330768640088,1.7122534249968073,Iris-virginica
+5,6.18267177296616,3.054000003481736,5.047110749948903,1.6682301912757207,Iris-virginica
+6,6.179366882060293,3.061922191864643,1.5101476781712206,0.26314814711829354,Iris-setosa
+7,6.179366525385442,3.283031138784233,1.5100491235978708,0.2641344999869913,Iris-setosa
+8,5.108947716180715,3.064185149503436,1.51002238215342,0.28250105212508103,Iris-setosa
+9,6.179366488623575,3.0540000000000007,4.899491307969441,1.6654274803023446,Iris-versicolor
+10,5.108947716194688,3.2253518599333173,1.5100223826520887,0.3102537547169063,Iris-setosa
+11,5.108947716193315,3.074670742304633,1.5100223824783614,0.2805764662614507,Iris-setosa
+12,6.179366488634546,3.0540000000000003,4.8994916289139185,1.6654274798506996,Iris-versicolor
+13,6.179366488645495,3.0540000000000007,4.899491740866871,1.6654274862587126,Iris-versicolor
+14,6.17936648862715,3.0540000000000003,4.899491370670241,1.665427479815081,Iris-versicolor
+15,6.179366489178523,3.4927876956114425,1.5100224635340425,0.2809993013570515,Iris-setosa
+16,6.179366488661424,3.054000000000001,4.899491719871879,1.66542749221354,Iris-versicolor
+17,6.179366488622971,3.0540000000000003,4.899491305855462,1.6654274780630005,Iris-versicolor
+18,6.179366490033612,3.097854475996309,1.5100225716534812,0.2649887119411666,Iris-setosa
+19,6.179366491119465,3.7063663369384843,1.5100237998656931,0.2707673434987873,Iris-setosa
+20,5.108947716196355,3.0540000000014733,4.899491309403597,1.6654277710503034,Iris-versicolor
+21,6.17961047855639,3.0575297012240945,4.903784698234632,1.7033387870026888,Iris-virginica
+22,6.179366519097421,3.0544180414480544,1.5100313031058528,0.26180846990873724,Iris-setosa
+23,5.108947716175648,3.0540000000044807,4.899491294462788,1.665427610289369,Iris-versicolor
diff --git a/iris/lct_gan/0/3/test.csv b/iris/lct_gan/0/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/3/train.csv b/iris/lct_gan/0/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/3/val.csv b/iris/lct_gan/0/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/4/synth.csv b/iris/lct_gan/0/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c751d2f43bcb44e4dbb28b3ca905c46899fcc6e
--- /dev/null
+++ b/iris/lct_gan/0/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488989339,3.646740468991293,1.510022445254331,0.2869898836342582,Iris-setosa
+1,6.184368488324414,3.054000000123802,5.513307538228394,1.6671939861304472,Iris-virginica
+2,6.180171924069589,3.0540000209771394,4.927879551068561,1.6676662816842576,Iris-virginica
+3,6.20598644908228,3.0540001568896806,5.057014456181186,1.6786567889915256,Iris-virginica
+4,6.179366495490493,3.054000000000235,4.899515288729855,1.6654286357622934,Iris-versicolor
+5,6.179366722357391,3.255714636647786,1.5101343250482568,0.2649702861515149,Iris-setosa
+6,6.179366496043876,3.080850706436385,1.510024490132254,0.2629034672864759,Iris-setosa
+7,6.179366488632991,3.0540000000000007,4.899491396443993,1.6654274865329584,Iris-versicolor
+8,6.179366490331807,3.0540000000000007,4.899528048518887,1.6654275577695485,Iris-versicolor
+9,6.179366488629352,3.0540000000000007,4.89949135468141,1.6654274853493225,Iris-versicolor
+10,6.185190795056489,3.054013810687289,4.912885651966166,1.6872922255621163,Iris-virginica
+11,6.179366532779704,3.0542521353368097,1.5100340117567537,0.26171904010764035,Iris-setosa
+12,6.1793665132513516,3.05400000000159,4.899538502355684,1.6654302219746002,Iris-versicolor
+13,5.108947716173427,3.054000000000011,4.899491294370488,1.6654274822328952,Iris-versicolor
+14,5.108947716185705,3.0540000000005363,4.8994913040806525,1.6654276574576645,Iris-versicolor
+15,6.179366488623339,3.0540000000000003,4.899491315364143,1.665427477586974,Iris-versicolor
+16,6.180970557843412,3.054009405026849,4.90713173109893,1.6757062416920385,Iris-virginica
+17,6.19353262499599,3.0540026325142686,4.940122799862522,1.684208701549581,Iris-virginica
+18,6.179366488626779,3.0540000000000007,4.89949133857521,1.6654274829761728,Iris-versicolor
+19,6.179366488623201,3.0540000000000003,4.89949130805227,1.665427478581348,Iris-versicolor
+20,6.187353857313053,3.0540000000504524,5.982376085267323,1.6672362178947024,Iris-virginica
+21,6.179367828323038,3.27461104394913,1.5102762310564388,0.26923538115638174,Iris-setosa
+22,6.1793664924450145,3.0540000000000793,4.899510663358239,1.6654281421735049,Iris-versicolor
+23,6.1793664897412,3.058004781283893,1.51002248366648,0.26293578270519313,Iris-setosa
+24,6.179366489019649,3.698866055390827,1.5100224714189423,0.28402441651238836,Iris-setosa
+25,6.1793673562153915,3.066287240758378,1.5101998680881337,0.26527302654261203,Iris-setosa
+26,6.179817207784445,3.054137316459786,4.903068083879293,1.6821005358585028,Iris-virginica
+27,6.179366493115956,3.331911246593915,1.5100236163303795,0.2676651368557436,Iris-setosa
+28,5.108947716175828,3.054000604600778,1.5100223820991097,0.26161706284200575,Iris-setosa
+29,6.17936800298013,3.054000000000036,4.917051176411474,1.6654334569885996,Iris-versicolor
+30,6.179366492979041,3.6919441055782984,1.5100254048785877,0.26822204187989385,Iris-setosa
+31,6.179366527345648,3.054000000000001,4.900439867844931,1.6654277824988577,Iris-versicolor
+0,5.108947716270477,3.5712598317756012,1.5100223954428416,0.304688606187701,Iris-setosa
+1,6.179366490691494,3.054002483495851,4.899491848431571,1.6654939562587567,Iris-setosa
+2,6.179366608286002,3.056773283692736,1.5100610322578802,0.2621643354964209,Iris-setosa
+3,6.179406303251227,3.059709453805803,4.901293747440548,1.6850059141914968,Iris-setosa
+4,6.182196553948238,3.0540000000434953,5.538959723612908,1.6665110174826399,Iris-virginica
+5,6.187253447570376,3.0540000000192444,6.313774307107978,1.6669797211627466,Iris-virginica
+6,5.108947716191036,3.428618374010567,1.5100223826427162,0.35785206998433783,Iris-setosa
+7,6.179366488634042,3.054000000000002,4.899491354568737,1.6654274934323219,Iris-versicolor
+8,6.179366495517125,3.066251069266348,1.5100236815984023,0.2627507292514058,Iris-setosa
+9,6.17936651764982,3.0540000114568104,4.899496766567864,1.6654490967343902,Iris-versicolor
+10,6.1793665010126215,3.054055431039627,1.5100243550530252,0.2616156213319954,Iris-setosa
+11,5.108947716173624,3.054006385107969,1.5100223820601757,0.2617058505699063,Iris-setosa
+12,6.179370265331421,3.054000000003834,4.909691261994184,1.665461288948549,Iris-versicolor
+13,6.179366493012334,3.1358630090831987,1.5100234510793225,0.26403267425690824,Iris-setosa
+14,6.179366488624646,3.0540000000000003,4.899491334038009,1.6654274785345033,Iris-versicolor
+15,6.1793664886239,3.0540000000000003,4.899491325635186,1.665427477920111,Iris-versicolor
+16,6.1793674459628285,3.0582913954416986,1.510205744406058,0.2636965766525736,Iris-setosa
+17,5.108947716347974,3.231301268636299,1.510022399675917,0.277881892224094,Iris-setosa
+18,6.179366488625757,3.054000000000001,4.899491311114693,1.6654274871880341,Iris-versicolor
+19,6.1793664886386575,3.0540000000000025,4.89949137780803,1.6654274959646826,Iris-versicolor
+20,6.179392567486228,3.054120728962834,4.9004791936586045,1.671108278750318,Iris-virginica
+21,6.179366488727993,3.054000000000001,4.899492785034065,1.6654275051686143,Iris-versicolor
+22,6.179366488622731,3.0540000000000003,4.899491300879395,1.6654274790722383,Iris-versicolor
+23,6.17936648862627,3.0540000000000007,4.899491336550492,1.6654274828698152,Iris-versicolor
+24,6.179366675563091,3.289961898032598,1.510124285250234,0.26487178415759155,Iris-setosa
+25,6.179366640405308,3.054000003902507,4.899531280389717,1.6654806190704945,Iris-versicolor
+26,6.179366496371682,3.2357170112289295,1.5100251249318124,0.2650827671031801,Iris-setosa
+27,6.1793664886248525,3.0540000000000003,4.89949137193872,1.6654274772581668,Iris-versicolor
+28,5.108947716194607,3.05744709988383,1.5100223825127526,0.26965022763606783,Iris-setosa
+29,6.179366490082165,3.0540000000000007,4.899533268803712,1.6654275221776682,Iris-versicolor
+30,6.179367736427385,3.1612054956707163,1.5102422166051535,0.2678463081057954,Iris-setosa
+31,6.179366488624011,3.0540000000000003,4.899491322219765,1.665427478196789,Iris-versicolor
+0,5.1089477162459564,3.4964121860109634,1.5100223888272,0.3121794696502004,Iris-setosa
+1,6.179366489990014,3.0540000000000003,4.899533838011634,1.665427509031905,Iris-versicolor
+2,6.1793668344873485,3.0540000000000043,4.905488143151283,1.6654287616910128,Iris-versicolor
+3,6.179366488721625,3.054000000000002,4.8994925638923705,1.6654275052372043,Iris-versicolor
+4,6.1793664922214315,3.054000000000065,4.89950849635074,1.6654280335194254,Iris-versicolor
+5,5.108947716176271,3.0540000000114964,4.899491294837393,1.665427743704387,Iris-versicolor
+6,6.179366488663266,3.0540000000000003,4.899492468167674,1.6654274836806686,Iris-versicolor
+7,5.108947716267135,3.4798292473223507,1.5100223914188677,0.3058251253216792,Iris-setosa
+8,6.179370226892306,3.101301660400493,1.5103854456772217,0.26786640584450605,Iris-setosa
+9,6.179366847193155,3.2278327464648293,1.5101517679137637,0.26641108395933316,Iris-setosa
+10,6.179366488623532,3.0540000000000003,4.899491311537374,1.6654274789018493,Iris-versicolor
+11,6.179366490478031,3.1664820579530564,1.5100227042069383,0.26628530358259417,Iris-setosa
+12,6.179384991002097,3.0619570504738283,4.9007993803695955,1.6815317398342966,Iris-setosa
+13,6.179367086871379,3.054000000000076,4.903792405185802,1.6654316593654603,Iris-versicolor
+14,6.187521851541925,3.0540003002247933,4.9541233976756995,1.6755027615216562,Iris-virginica
+15,5.108947716173222,3.0752699191741226,1.5100223820552465,0.30917911935354675,Iris-setosa
+16,6.179366489737684,3.05400000000003,4.8994973750463116,1.665427748020371,Iris-versicolor
+17,6.194031195485716,3.054001004243331,4.959553493708562,1.6800698010500879,Iris-virginica
+18,6.179366489423427,3.511420219095731,1.510022530093676,0.27866994103200543,Iris-setosa
+19,6.1793665031442755,3.054000000009312,4.899507318309029,1.6654313866994563,Iris-versicolor
+20,6.179518808719954,3.054000000884252,4.92599004223918,1.666003114214269,Iris-virginica
+21,5.1089477161736685,3.054000000000004,4.8994912955893,1.6654274824827524,Iris-versicolor
+22,6.179366488623324,3.0540000000000007,4.899491305627377,1.6654274807237348,Iris-versicolor
+23,6.179370506247793,3.2385057257223453,1.5104225915836949,0.2702763878668062,Iris-setosa
+24,6.179368607532973,3.146871661332267,1.510303824175869,0.26802374304628196,Iris-setosa
+25,6.179366703699164,3.0791937227135184,1.5101173374940706,0.2635352145265334,Iris-setosa
+26,5.108947716193703,3.1729290838672037,1.5100223825550616,0.30029136672130063,Iris-setosa
+27,6.179367889532367,3.054039928880877,4.899714734008891,1.6664795988599899,Iris-versicolor
+28,6.179366491139139,3.0540000000000065,4.899517631668268,1.665427714501299,Iris-versicolor
+29,6.179366488624654,3.0540000000000003,4.8994913349849565,1.665427478956729,Iris-versicolor
+30,6.179366490430808,3.7213658181732576,1.510023325235392,0.27214494439511144,Iris-setosa
+31,5.10894771650283,3.0540006189349254,4.899491353312198,1.6654784984328836,Iris-versicolor
+0,6.179366589302174,3.465103373770213,1.5100837473906061,0.2662648683177671,Iris-setosa
+1,6.18196510183286,3.0540000000084775,5.940574313768169,1.666197767178383,Iris-virginica
+2,6.179367025183462,3.055759255968277,1.5101561706712374,0.26272912888674876,Iris-setosa
+3,6.179366488624381,3.0540000000000003,4.899491327255936,1.665427478811283,Iris-versicolor
+4,6.180161185515919,3.0540492043703775,4.903464677043891,1.6792357905904067,Iris-virginica
+5,6.1824642037469175,3.0540000479737563,4.9545622377834935,1.6702222081958158,Iris-virginica
+6,6.179366571242052,3.0665756636517765,1.5100579984366185,0.26235765656655485,Iris-setosa
+7,6.179366488623704,3.0540000000000007,4.899491309022501,1.6654274805161626,Iris-versicolor
+8,6.179366488633286,3.0540000000000003,4.899491483780264,1.6654274813381944,Iris-versicolor
+9,6.179366488624662,3.0540000000000003,4.899491322311359,1.6654274794749229,Iris-versicolor
+10,6.179366489564959,3.054000087324429,4.8994914084970675,1.6654432733837228,Iris-versicolor
+11,6.179366489720979,3.0540000000000416,4.899496822125759,1.6654276897807478,Iris-versicolor
+12,6.179415268378811,3.0723308437744796,1.5112299915826168,1.6957270106813922,Iris-setosa
+13,6.179385907202251,3.0540000000001295,5.084636932094131,1.665451547755318,Iris-virginica
+14,5.108947716173562,3.0540000000000025,4.899491295559545,1.6654274817137598,Iris-versicolor
+15,6.179366488623352,3.0540000000000007,4.899491304257688,1.6654274804647815,Iris-versicolor
+16,6.179366488647837,3.0540000000000007,4.899491714863445,1.6654274851730828,Iris-versicolor
+17,6.179366488637406,3.054000000000006,4.899491335259977,1.6654275015840054,Iris-versicolor
+18,6.179366677259038,3.0540001865603625,4.899516937019398,1.6655422234635673,Iris-versicolor
+19,6.1793716188391885,3.135786403053434,1.510445747698241,0.27173681110079384,Iris-setosa
+20,6.179366492169253,3.7313736463871976,1.510024964311257,0.2685951695341996,Iris-setosa
+21,6.179366489371686,3.427172312845485,1.5100224854885367,0.27905588870482145,Iris-setosa
+22,6.17936648862316,3.0540000000000003,4.8994913236160285,1.665427476722506,Iris-versicolor
+23,6.179366488622745,3.0540000000000007,4.899491297748089,1.6654274814965033,Iris-versicolor
diff --git a/iris/lct_gan/0/4/test.csv b/iris/lct_gan/0/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/4/train.csv b/iris/lct_gan/0/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/4/val.csv b/iris/lct_gan/0/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/5/synth.csv b/iris/lct_gan/0/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe4b8adc26dca217d145bbdf462a0bc81ee3763b
--- /dev/null
+++ b/iris/lct_gan/0/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491838434,3.0540000000002645,4.899499894041212,1.6654280179074754,Iris-versicolor
+1,6.179366506482983,3.3505402411521517,1.5100325298785031,0.2651366394823386,Iris-setosa
+2,6.17936649009788,3.0541646756734786,1.5100225296600447,0.2618471805419393,Iris-setosa
+3,6.17936648862608,3.0540000000000007,4.8994913427227145,1.665427482012308,Iris-versicolor
+4,6.179366488625688,3.0540000000000007,4.899491323453371,1.6654274824235404,Iris-versicolor
+5,6.179366489585108,3.70933367433486,1.5100227451718773,0.27542547422491487,Iris-setosa
+6,5.108947716173857,3.060230051296482,1.510022382058488,0.29289360670170994,Iris-setosa
+7,6.179366491559067,3.054000018053612,4.899491707148671,1.665435832128181,Iris-versicolor
+8,6.179366489384104,3.054003798776072,1.5100224825944168,0.2615734554752793,Iris-setosa
+9,6.1853318548388225,3.0540001555820697,4.955603438718113,1.6736150393430729,Iris-virginica
+10,5.108947716267109,3.136081493395392,1.5100223878561183,0.27608215518005613,Iris-setosa
+11,6.179370928473133,3.2024256895460703,1.5104178063690645,0.27182061465376045,Iris-setosa
+12,6.179366488750326,3.0540000000041014,4.899491363944373,1.6654285838381586,Iris-versicolor
+13,6.179366561720958,3.0540000000000007,4.901316041474484,1.665427817474588,Iris-versicolor
+14,6.183396199667834,3.0540094088661105,4.910611506904949,1.6830236933832818,Iris-virginica
+15,5.108947716173443,3.0540000021537104,4.899491293698119,1.665427953614079,Iris-versicolor
+16,6.179366488625594,3.0540000000000003,4.899491386191856,1.6654274777971112,Iris-versicolor
+17,6.181151126035568,3.0540000000007796,6.582309433917672,1.6657916769970362,Iris-virginica
+18,6.181638948646861,3.054088099269859,4.9059674311710735,1.6862008669203306,Iris-virginica
+19,6.17936649189887,3.0540000146996182,4.899491788277932,1.6654358745155713,Iris-versicolor
+20,6.179385257886667,3.0540151521570684,4.900223733524342,1.6693830439698638,Iris-versicolor
+21,5.1089477161745585,3.072076883452033,1.510022382062313,0.31265583549177767,Iris-setosa
+22,5.1089477167035735,3.054563663328174,1.5100224564666758,0.26215372680602483,Iris-setosa
+23,6.179366495897258,3.109198315043651,1.510024418282707,0.26335750217243564,Iris-setosa
+24,5.108947716174218,3.054000000000065,4.8994912949231955,1.6654274950006973,Iris-versicolor
+25,6.1816285692272785,3.0540119666861445,4.907260364761042,1.6797299860823436,Iris-virginica
+26,6.179366489198163,3.656209221552605,1.5100225126647422,0.28191720960455796,Iris-setosa
+27,6.179366794279692,3.064712686115244,1.510128455272548,0.26274114046673736,Iris-setosa
+28,5.108947716184138,3.054000000000935,4.899491301984122,1.665427676949166,Iris-versicolor
+29,6.1793669155746915,3.0540000000018046,4.900335452414096,1.6654358821847146,Iris-versicolor
+30,5.10894771618864,3.094076074835659,1.5100223823205026,0.2924730043563041,Iris-setosa
+31,6.180160575048973,3.054000000000371,6.340814401875818,1.6656277009375777,Iris-virginica
+0,6.1793664886251465,3.0540000000000003,4.899491342562126,1.6654274794890764,Iris-versicolor
+1,6.1793664887976885,3.0540000000000096,4.899492278342706,1.6654275659792852,Iris-versicolor
+2,6.179366488626885,3.0540000000000007,4.899491355552628,1.6654274820611603,Iris-versicolor
+3,6.179366490047309,3.449398055807931,1.5100227146075387,0.2732767008265,Iris-setosa
+4,6.179374727276023,3.0829493774343026,1.5105290695099085,0.2688564214689583,Iris-setosa
+5,6.181109019938562,3.0540000005417247,5.075388196723826,1.6670765486120227,Iris-virginica
+6,6.179366810477135,3.054000000002768,4.900082765574563,1.6654361274563123,Iris-versicolor
+7,6.179510926169003,3.054000217015046,4.903771858787758,1.6674486279429253,Iris-virginica
+8,6.185213150783065,3.0540002609605263,4.94675510992701,1.6739059129032374,Iris-virginica
+9,5.108947716360931,3.311344588288869,1.5100224032060887,0.2838743144666787,Iris-setosa
+10,6.179366489360566,3.745580072327959,1.510022664041122,0.27661720576153803,Iris-setosa
+11,6.179366489692577,3.055275739569636,1.5100224946454557,0.2622710478411288,Iris-setosa
+12,5.108947716178979,3.0540000000000203,4.899491307699958,1.6654275078870198,Iris-versicolor
+13,5.108947716196113,3.054000002949106,4.899491296248531,1.66543441368635,Iris-versicolor
+14,6.181488322355105,3.0540755578453025,4.905478272907109,1.685881804049044,Iris-virginica
+15,5.10894771618361,3.0563185561343733,1.5100223821986047,0.2703107804339384,Iris-setosa
+16,6.179366488624113,3.0540000000000003,4.899491322102149,1.6654274787096628,Iris-versicolor
+17,6.179366488624258,3.0540000000000003,4.899491330461967,1.6654274780576381,Iris-versicolor
+18,6.179366488627971,3.0540000000000003,4.899491390468236,1.6654274800716469,Iris-versicolor
+19,6.17936755077739,3.286703771977846,1.5102529074816575,0.2680612950669508,Iris-setosa
+20,6.179366539819349,3.1529632316621052,1.510065418720628,0.2627097778872337,Iris-setosa
+21,6.179366489894251,3.7226459167795727,1.510022968545261,0.27318848852532257,Iris-setosa
+22,6.1794575252406725,3.0547200249783533,4.9015418347419955,1.6852489409637437,Iris-virginica
+23,6.179366509949015,3.614864633033929,1.5100377713398565,0.26706748414053694,Iris-setosa
+24,6.179366624362404,3.47302406117254,1.5100959316526505,0.26662455989372624,Iris-setosa
+25,6.179366488739663,3.0540000000000003,4.899494921004322,1.6654274882678843,Iris-versicolor
+26,6.1793664892316285,3.7465733748564665,1.5100225939253504,0.27797896981300174,Iris-setosa
+27,6.179366502599344,3.0540000000000136,4.8996083366342775,1.665428070780595,Iris-versicolor
+28,5.108947716491616,3.2266724767927664,1.5100224285305621,0.273312493529624,Iris-setosa
+29,6.179366488623593,3.0540000000000003,4.8994913264262,1.6654274771416004,Iris-versicolor
+30,6.179566991653743,3.054000000010354,5.0746056935835995,1.6656716442685495,Iris-virginica
+31,6.179366488629184,3.0540000000000007,4.899491400692277,1.6654274819234247,Iris-versicolor
+0,6.17936648875245,3.054000000000001,4.899493611574537,1.6654275054461172,Iris-versicolor
+1,6.179366488623731,3.0540000000000003,4.8994913229338675,1.6654274775801405,Iris-versicolor
+2,6.181026083058368,3.054012628008397,4.9057988139135125,1.6774524055678077,Iris-virginica
+3,6.18981010510042,3.05400060872937,4.955401928463417,1.676951978411028,Iris-virginica
+4,6.179369380915187,3.1366984501277075,1.510348330010892,0.26933883365780237,Iris-setosa
+5,6.1793664886257,3.0540000000000003,4.899491368410436,1.6654274785675647,Iris-versicolor
+6,5.1089477161876315,3.0540000000003933,4.899491308049691,1.6654276146605138,Iris-versicolor
+7,6.179366488623118,3.0540000000000007,4.8994913011448835,1.6654274808712297,Iris-versicolor
+8,6.21184997703755,3.0540000015342663,5.768774815070305,1.6715840178291352,Iris-virginica
+9,5.108947716272974,3.526459935239211,1.510022394586389,0.3024701396201599,Iris-setosa
+10,6.17936648886123,3.0540000000000003,4.899499390458338,1.6654274928023178,Iris-versicolor
+11,6.179366488628251,3.0540000000000003,4.899491394037449,1.665427479876133,Iris-versicolor
+12,6.179371916391101,3.054000000450425,4.902062697071331,1.6655196579189944,Iris-versicolor
+13,6.195266651605945,3.0540015084980014,4.952547991955278,1.6817325022157708,Iris-virginica
+14,6.179366490132752,3.098285652159047,1.510022542596619,0.26645851608629917,Iris-setosa
+15,6.179366489885083,3.0540000000000096,4.899502025005278,1.6654276506600545,Iris-versicolor
+16,6.179366496943948,3.0540000000000003,4.899736433405954,1.665427569460035,Iris-versicolor
+17,5.108947716173615,3.05400000000001,4.89949129488326,1.6654274841749883,Iris-versicolor
+18,6.179366488627053,3.0540000000000003,4.899491404811507,1.665427478906112,Iris-versicolor
+19,6.1793664931061105,3.0540000000000007,4.899596453692192,1.665427585876496,Iris-versicolor
+20,6.17936653484841,3.388115421475929,1.5100616383474266,0.26476944840463795,Iris-setosa
+21,5.108947716310514,3.0540000061854506,4.899491321977128,1.665436619323367,Iris-versicolor
+22,6.179366597693975,3.054034476575924,4.899519867495465,1.665745335464091,Iris-versicolor
+23,5.108947716173462,3.0540000000000007,4.89949129700671,1.665427481738161,Iris-versicolor
+24,6.1794929923081146,3.0540000000049274,5.073814710803807,1.6655883542623457,Iris-virginica
+25,6.17938664691956,3.0948863722820494,1.5108019118566431,0.2763132052480483,Iris-setosa
+26,6.17936648864235,3.0540000000000003,4.89949200058749,1.6654274796931154,Iris-versicolor
+27,6.179366488627238,3.0540000000000003,4.899491462556146,1.6654274776334779,Iris-versicolor
+28,6.179366488624735,3.0540000000000007,4.89949130874031,1.665427482507671,Iris-versicolor
+29,6.17936649292315,3.4615413479376658,1.5100241567503163,0.26886426895116494,Iris-setosa
+30,6.17939896004412,3.0540000000045286,4.9672445017810505,1.6655102772981678,Iris-virginica
+31,5.108947716185888,3.0540000000412157,4.899491297196679,1.6654283173991518,Iris-versicolor
+0,6.17936675009779,3.05847566792666,1.5101022127109531,0.26280062487097805,Iris-setosa
+1,5.108947716174864,3.0540000000000034,4.899491301119872,1.66542748785317,Iris-versicolor
+2,6.179366488626925,3.0540000000000003,4.8994914592237935,1.6654274776869848,Iris-versicolor
+3,6.179366535404644,3.0540000000000007,4.900749543629172,1.665427710481904,Iris-versicolor
+4,6.179366488640297,3.0540000000000003,4.899491637834987,1.6654274839713363,Iris-versicolor
+5,6.179366488849049,3.054000000000001,4.899495982653158,1.6654275049205711,Iris-versicolor
+6,6.179366552285873,3.0540000001578633,4.899529021454175,1.665441665957409,Iris-versicolor
+7,6.179366488716763,3.054000000000001,4.899492892254919,1.6654275018581883,Iris-versicolor
+8,5.108947716181277,3.054484965922726,1.5100223821501344,0.26639073755647036,Iris-setosa
+9,5.108947716173324,3.054000000000003,4.899491294501869,1.6654274798237745,Iris-versicolor
+10,6.179488247899319,3.0540000000010905,5.211291942852737,1.6655400430308536,Iris-virginica
+11,6.185664511480396,3.0540055792026126,4.919782821008589,1.681855939750764,Iris-virginica
+12,6.179366488665527,3.0540000000000007,4.899492159731895,1.6654274875657322,Iris-versicolor
+13,6.179366488624155,3.0540000000000003,4.899491334389139,1.6654274778429996,Iris-versicolor
+14,6.179366489267896,3.2944485282492746,1.5100224399811772,0.2778853630678752,Iris-setosa
+15,6.179366488634441,3.0540000000000007,4.899491472804895,1.6654274827292264,Iris-versicolor
+16,6.179367915503033,3.054000001004285,4.899882148020215,1.665485956650869,Iris-versicolor
+17,6.179366488623628,3.0540000000000007,4.899491308821819,1.665427479871469,Iris-versicolor
+18,5.108947716184197,3.054000000614298,4.899491295045107,1.6654297188459806,Iris-versicolor
+19,6.17943846741362,3.0540172705207804,4.900942301438789,1.671811878980384,Iris-virginica
+20,6.179369992290371,3.054199196968468,4.900009608897092,1.6680839949095279,Iris-versicolor
+21,6.179366497996561,3.0540000000000007,4.899687505219279,1.6654276434188677,Iris-versicolor
+22,6.179366550968232,3.054000000000003,4.900478508224981,1.6654280855644858,Iris-versicolor
+23,6.179480657226516,3.0540000000001886,5.491782260848016,1.6654951426468718,Iris-virginica
diff --git a/iris/lct_gan/0/5/test.csv b/iris/lct_gan/0/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/5/train.csv b/iris/lct_gan/0/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/5/val.csv b/iris/lct_gan/0/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/6/synth.csv b/iris/lct_gan/0/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef44dc146601696e183e31dc9bbd3117341267ef
--- /dev/null
+++ b/iris/lct_gan/0/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489477577,3.621441984505438,1.5100226088797113,0.2775260515821666,Iris-setosa
+1,6.179366511736906,3.0540000000000034,4.899791700974256,1.6654278828735154,Iris-versicolor
+2,5.10894771628362,3.545742038702855,1.5100223974695584,0.30022830608970974,Iris-setosa
+3,6.179366488624261,3.0540000000000007,4.899491313685865,1.665427481084856,Iris-versicolor
+4,6.17936648885509,3.0540000000000007,4.899497957256113,1.6654274954161363,Iris-versicolor
+5,5.108947716175533,3.1074855011991844,1.5100223820702983,0.3348049085901694,Iris-setosa
+6,6.179366511893685,3.0540000000007517,4.899550273890378,1.6654295407297683,Iris-versicolor
+7,6.179371078106095,3.2028596444160917,1.5104283970766939,0.2716595064190467,Iris-setosa
+8,6.179366488624226,3.0540000000000003,4.899491331925767,1.6654274780761096,Iris-versicolor
+9,6.179368826614516,3.0832497740446305,1.5103067471763514,0.26739829072430105,Iris-setosa
+10,6.181258315316515,3.054250286378584,4.906302054491875,1.7006475169281536,Iris-virginica
+11,5.108947716173523,3.0540000000000025,4.899491295452936,1.665427481511348,Iris-versicolor
+12,6.179366488623872,3.0540000000000003,4.899491323151168,1.6654274784537628,Iris-versicolor
+13,6.179366488643417,3.0540000000000003,4.899491794067233,1.6654274820243076,Iris-versicolor
+14,5.108947716173268,3.0540000000001504,4.899491293844244,1.6654274826147386,Iris-versicolor
+15,6.179366488624588,3.0540000000000007,4.8994913237431215,1.6654274811155756,Iris-versicolor
+16,6.17936747845482,3.253474515603903,1.5102398871154958,0.2680796603707276,Iris-setosa
+17,6.179366560243007,3.2171064855756497,1.5100775111548024,0.2633870874193113,Iris-setosa
+18,6.179366488624106,3.0540000000000003,4.899491348558064,1.6654274769514759,Iris-versicolor
+19,6.181315906794324,3.0540000224717687,4.946527829322276,1.66959630189971,Iris-virginica
+20,6.179963960552317,3.054000107716361,4.912493793032489,1.6689786403245772,Iris-virginica
+21,6.179366488624688,3.0540000000000003,4.8994913563239635,1.6654274778032065,Iris-versicolor
+22,6.179367039195158,3.0540000000002254,4.90220493661529,1.6654335762259356,Iris-versicolor
+23,6.179366488636656,3.0540000000000003,4.899491647240167,1.6654274820472494,Iris-versicolor
+24,5.108947716295323,3.3600579350236703,1.510022393465109,0.29432263253947905,Iris-setosa
+25,5.108947716177682,3.0540000000000087,4.899491309663623,1.6654274982758743,Iris-versicolor
+26,6.179366488930059,3.0540000000000007,4.899498977546259,1.6654275057524512,Iris-versicolor
+27,6.179366622795327,3.2196456380248915,1.5101076942490543,0.26427494912180405,Iris-setosa
+28,6.179366488639785,3.0540000000000003,4.899491722260852,1.6654274817052948,Iris-versicolor
+29,5.108947716359694,3.2221312383773335,1.5100224032620788,0.27519874777686526,Iris-setosa
+30,6.179366503003313,3.054000000000006,4.8996343117228,1.665427911982561,Iris-versicolor
+31,6.179380942779164,3.054000112291366,4.9004281512780565,1.6661506037630704,Iris-versicolor
+0,6.179366493868734,3.054810640508474,1.5100234489200552,0.2618340066857283,Iris-setosa
+1,5.108947716421944,3.072245156233831,1.5100224102217568,0.26537830258114836,Iris-setosa
+2,6.179366488624884,3.0540000000000007,4.899491326433637,1.665427479883672,Iris-versicolor
+3,6.179366488624615,3.0540000000000007,4.899491309327561,1.665427484704433,Iris-versicolor
+4,5.108947716191368,3.1594957825158376,1.5100223824399028,0.302379482494856,Iris-setosa
+5,6.179366488624177,3.0540000000000007,4.899491316239881,1.6654274800039888,Iris-versicolor
+6,5.108947716174125,3.054057222185679,1.5100223820620795,0.26349210732630357,Iris-setosa
+7,6.1793664886425,3.054000000000005,4.899491363254089,1.665427502026664,Iris-versicolor
+8,5.108947716204035,3.0540000000003538,4.899491328423661,1.6654276540905657,Iris-versicolor
+9,6.18711898623419,3.054000001230567,5.287295502582039,1.6685500669551248,Iris-virginica
+10,5.108947716316813,3.4028282354258166,1.510022398730975,0.29195195662821827,Iris-setosa
+11,6.179366488633238,3.0540000000000007,4.899491390871956,1.6654274852917004,Iris-versicolor
+12,6.179366502498827,3.545385900516061,1.5100312604070134,0.2672166434280121,Iris-setosa
+13,6.179366488666247,3.0540000000000007,4.899491971015464,1.6654274938727012,Iris-versicolor
+14,6.179366488622849,3.0540000000000003,4.899491302782928,1.6654274788987398,Iris-versicolor
+15,5.108947716175265,3.3010156020456405,1.5100223820730025,0.4197034082262101,Iris-setosa
+16,6.179366489434431,3.78001507515458,1.5100227621561024,0.2742876632321283,Iris-setosa
+17,6.179366488624767,3.0540000000000007,4.899491316286129,1.6654274814282068,Iris-versicolor
+18,6.17936649390433,3.0540000000000007,4.8996392515838085,1.6654275635653342,Iris-versicolor
+19,6.179366488666382,3.0540000000000007,4.899491840716845,1.6654274937565177,Iris-versicolor
+20,5.108947716254591,3.5241705637821106,1.5100223906583532,0.3089591658300013,Iris-setosa
+21,6.179488564603557,3.0624910017780875,4.903007539815601,1.6998928884168825,Iris-virginica
+22,6.179374891484033,3.054248136014736,4.900165915708154,1.6695729331565488,Iris-versicolor
+23,5.10894771620429,3.089089763501248,1.5100223829095591,0.28313730378930885,Iris-setosa
+24,6.179366488623075,3.0540000000000003,4.899491305475157,1.6654274791480201,Iris-versicolor
+25,6.179373562897335,3.054000000000033,4.996156051750377,1.6654376639080024,Iris-versicolor
+26,6.179366560140897,3.157769223246814,1.5100726767103199,0.26318499757748814,Iris-setosa
+27,5.108947716179079,3.0540000005879873,4.899491294456361,1.6654292768373187,Iris-versicolor
+28,6.179366488623245,3.0540000000000003,4.899491313381552,1.6654274777069966,Iris-versicolor
+29,6.179366534618068,3.5235242809015475,1.5100557456995687,0.2663247676289734,Iris-setosa
+30,6.179366844453269,3.054000000000076,4.901877052919519,1.6654315073303494,Iris-versicolor
+31,5.1089477161863925,3.0541375744103743,1.5100223822406642,0.26403808531580447,Iris-setosa
+0,6.179366513997861,3.054000000000001,4.900082067878372,1.6654277520571907,Iris-versicolor
+1,6.179366488630666,3.054000000000001,4.8994913521107755,1.665427490035071,Iris-versicolor
+2,6.179366488655815,3.0540000000000007,4.8994917387590515,1.665427489879466,Iris-versicolor
+3,6.179366489433867,3.7504362351952754,1.5100227104164319,0.2757673583112763,Iris-setosa
+4,6.179366488966118,3.0540000000000003,4.899503487550188,1.6654274895551708,Iris-versicolor
+5,6.179366488990574,3.498879137148359,1.510022419165073,0.29158669960503425,Iris-setosa
+6,6.1793664886254485,3.0540000000000003,4.899491351723229,1.6654274787066914,Iris-versicolor
+7,6.1793665909787805,3.175312358243439,1.510091202526957,0.26336054998846253,Iris-setosa
+8,6.179370690930316,3.0540000000059915,4.908269051030527,1.6654542351145818,Iris-versicolor
+9,5.108947716186972,3.05401845027935,1.5100223823150922,0.2623379581466291,Iris-setosa
+10,6.17936649216165,3.0897676489449473,1.5100231305167586,0.2631798206213298,Iris-setosa
+11,6.179366929809959,3.0562194340833297,1.5101439387636835,0.26274214651111866,Iris-setosa
+12,5.108947716173494,3.0540000000000753,4.899491294089856,1.6654274862884546,Iris-versicolor
+13,6.179366489773345,3.336836700053049,1.510022546315061,0.27440856926876794,Iris-setosa
+14,5.1089477162212145,3.054036214896754,1.5100223836434576,0.26211620829527743,Iris-setosa
+15,6.179387873016929,3.054000000000178,5.069480489369815,1.6654568850600877,Iris-virginica
+16,6.179366490015566,3.6392006222581212,1.5100228967660294,0.27404532694793365,Iris-setosa
+17,6.17936648862901,3.0540000000000007,4.899491377666761,1.6654274823453055,Iris-versicolor
+18,6.1793664886441615,3.0540000000000043,4.89949138012523,1.6654275070152595,Iris-versicolor
+19,6.179366492060131,3.573794012818069,1.5100238705074787,0.27088367501111466,Iris-setosa
+20,6.179366526957626,3.5706448713335703,1.5100486759954181,0.2669968564273073,Iris-setosa
+21,6.179366488636986,3.0540000000000003,4.899491750600485,1.6654274797170787,Iris-versicolor
+22,5.108947716174747,3.05400002124458,1.5100223820954137,0.2615383192572723,Iris-setosa
+23,6.179371345156788,3.0548299208591465,4.9001445169883,1.6705118978212263,Iris-setosa
+24,6.179366498343372,3.6127901396872173,1.5100288057566735,0.2676841260601184,Iris-setosa
+25,5.10894771618837,3.054000200042045,1.5100223825744243,0.2615866993412068,Iris-setosa
+26,6.179368188077624,3.0540000000004524,4.9063917449715415,1.6654382772976832,Iris-versicolor
+27,5.1089477161787284,3.220512800765989,1.51002238211653,0.35777499455152373,Iris-setosa
+28,6.179366489068806,3.0540000000000007,4.899503117525802,1.6654275025721796,Iris-versicolor
+29,6.18368749828496,3.0540340183234145,4.908465776636091,1.689541381854604,Iris-virginica
+30,6.179366506109348,3.0540000179780846,4.899493870152983,1.6654431567056887,Iris-versicolor
+31,6.196334957780496,3.054000000119436,6.185081994156053,1.6685406770433875,Iris-virginica
+0,6.179366490630761,3.744958826791354,1.510023621480394,0.2705979711013957,Iris-setosa
+1,5.10894771617645,3.058310495029493,1.5100223820796175,0.2830378082588857,Iris-setosa
+2,5.108947716174998,3.054000000002681,4.899491294390613,1.6654275623966646,Iris-versicolor
+3,5.10894771617352,3.054000000000001,4.899491296720507,1.6654274815143046,Iris-versicolor
+4,6.179366488971785,3.535528038780026,1.5100224236027147,0.2896314048387236,Iris-setosa
+5,6.179366488639259,3.054000000000002,4.899491392101319,1.665427496441003,Iris-versicolor
+6,6.179366490172558,3.0540000000000025,4.899517449967901,1.665427627192893,Iris-versicolor
+7,6.179380891618243,3.184699353058123,1.5107047296634506,0.27616216081747386,Iris-setosa
+8,6.179366488623347,3.0540000000000007,4.899491303422732,1.6654274813124783,Iris-versicolor
+9,6.179366490533968,3.1533311222029945,1.510022638950518,0.2668102653441738,Iris-setosa
+10,5.108947716176091,3.186685095202564,1.5100223820782692,0.3555869770214228,Iris-setosa
+11,6.1793665189163125,3.0603927755182267,1.5100354599149077,0.2620204075370518,Iris-setosa
+12,6.183084112930047,3.05400000017407,5.35969704149496,1.6670357181566942,Iris-virginica
+13,6.179366489029683,3.519438351222537,1.5100224339218506,0.2862406682514753,Iris-setosa
+14,6.179366489061936,3.5362235720738067,1.510022444833346,0.28519977952584374,Iris-setosa
+15,6.179367035717691,3.3840099667900043,1.510197521045878,0.2672216126039893,Iris-setosa
+16,6.179366488663143,3.0540000000000007,4.899491993367753,1.6654274949277401,Iris-versicolor
+17,6.179366488627557,3.0540000000000007,4.8994913416299894,1.6654274833906768,Iris-versicolor
+18,6.179366489458081,3.0540000000000007,4.899511686174335,1.6654275234987146,Iris-versicolor
+19,6.179366491716965,3.6737840460475883,1.5100241912595833,0.26949675929006445,Iris-setosa
+20,5.108947716174143,3.0540000000000043,4.899491297468168,1.665427485473907,Iris-versicolor
+21,5.1089477163136685,3.22506696999075,1.5100223944810678,0.2791138535881415,Iris-setosa
+22,6.179366488631773,3.0540000000000007,4.8994913704959515,1.6654274860994827,Iris-versicolor
+23,5.1089477163199035,3.1480729000326897,1.5100223932488732,0.2747574861448736,Iris-setosa
diff --git a/iris/lct_gan/0/6/test.csv b/iris/lct_gan/0/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/6/train.csv b/iris/lct_gan/0/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/6/val.csv b/iris/lct_gan/0/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/7/synth.csv b/iris/lct_gan/0/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59fe4113a59a54c6a4c0ad79a4822d0c66cce8c3
--- /dev/null
+++ b/iris/lct_gan/0/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179408991212136,3.054000000044994,4.933106958076773,1.6655915102789116,Iris-virginica
+1,6.179366488643456,3.0540000000000007,4.899491586132833,1.665427486732742,Iris-versicolor
+2,6.188968466305031,3.0540031249410418,4.9282006267425045,1.683519203723874,Iris-virginica
+3,5.1089477161737324,3.0540000000000203,4.899491294665165,1.6654274861403189,Iris-versicolor
+4,6.179366489480611,3.054000000048332,4.899491550756693,1.6654301599748575,Iris-versicolor
+5,6.17941865691699,3.054000000066204,4.930723453961891,1.6656207822169018,Iris-virginica
+6,6.1793727625193675,3.0540121995526137,4.8999914085092104,1.667532262146144,Iris-versicolor
+7,6.179366490103304,3.0540000000000007,4.899531215269248,1.6654275358148847,Iris-versicolor
+8,6.179366489739132,3.66714729528064,1.5100227481664503,0.27628406151072205,Iris-setosa
+9,6.179366489563247,3.404071859876736,1.5100225261214415,0.2770162945507184,Iris-setosa
+10,6.1793693598415365,3.0540000000000287,4.93541856347786,1.66543422435537,Iris-versicolor
+11,5.108947716173295,3.0705238549358316,1.5100223820554848,0.3096109108390596,Iris-setosa
+12,5.108947716178931,3.0563364849140147,1.5100223821170728,0.2728658045971587,Iris-setosa
+13,5.108947716230046,3.546121771752885,1.5100223871589022,0.32011049106416023,Iris-setosa
+14,5.108947716269983,3.5884172126531113,1.5100223959889145,0.30448814554411785,Iris-setosa
+15,6.179366488945723,3.0540000000000003,4.899501802889731,1.665427492419209,Iris-versicolor
+16,6.179366488623065,3.0540000000000007,4.899491303559514,1.665427480247649,Iris-versicolor
+17,5.108947716173421,3.054000000022943,4.899491293751495,1.6654275171275894,Iris-versicolor
+18,5.108947716173688,3.0540000000000105,4.899491294947979,1.665427484406895,Iris-versicolor
+19,6.179366604174408,3.236588102154136,1.5101031350481293,0.26389724843666434,Iris-setosa
+20,6.202605374460767,3.054000004350365,5.395958381592153,1.6718765683922994,Iris-virginica
+21,6.18733602766946,3.0540143282518324,4.918270094895304,1.6881487515815257,Iris-virginica
+22,6.179366574276538,3.0912395942674467,1.5100726761822056,0.2628026263187071,Iris-setosa
+23,6.180630150581032,3.054000000004296,5.753532775512378,1.665889620833979,Iris-virginica
+24,6.180229900041354,3.0540000000053564,5.531515750703698,1.6658290027781273,Iris-virginica
+25,5.108947716217439,3.0659006937578397,1.5100223834072346,0.2719357491431572,Iris-setosa
+26,5.1089477161740415,3.0540000000000034,4.899491297209901,1.665427485385702,Iris-versicolor
+27,6.179366489067608,3.5094921375422885,1.510022441675819,0.28450834831549554,Iris-setosa
+28,6.179366556610249,3.0580771319150326,1.5100530172307796,0.2621429962104551,Iris-setosa
+29,6.179366489140011,3.6974670036421267,1.5100225140393395,0.28135891153843834,Iris-setosa
+30,5.1089477161737165,3.0545398984180334,1.5100223820579228,0.269628021852608,Iris-setosa
+31,6.1793664965512995,3.054000000000001,4.899642619955105,1.6654276802625976,Iris-versicolor
+0,6.179366488625135,3.0540000000000003,4.899491400517254,1.6654274770807949,Iris-versicolor
+1,6.179371425815374,3.0595933421572505,1.5103896036585303,0.26737772104641877,Iris-setosa
+2,6.179366533236179,3.054000000000001,4.9004685649916535,1.6654278325399083,Iris-versicolor
+3,6.192822569583837,3.0540000001020946,6.0734807324337465,1.668037023735774,Iris-virginica
+4,6.179366567649656,3.492764615919893,1.5100734748958322,0.2663438356143333,Iris-setosa
+5,6.179366488624518,3.0540000000000003,4.899491361038988,1.665427477378524,Iris-versicolor
+6,6.179376784231815,3.054000000000056,5.024800092854405,1.6654416978893385,Iris-virginica
+7,6.17936648865893,3.0540000000000016,4.899491611672806,1.6654274954094062,Iris-versicolor
+8,5.1089477161844465,3.0540000014961772,4.899491295020292,1.6654315120781609,Iris-versicolor
+9,5.108947716173892,3.054000064659629,1.5100223820709862,0.2615403165804341,Iris-setosa
+10,6.182646858942987,3.054000000002244,6.5651767599144915,1.6660649257634248,Iris-virginica
+11,6.179372347551765,3.110719172697949,1.510471778341981,0.26984830319466024,Iris-setosa
+12,6.182598829617235,3.054000017938077,4.982824795161805,1.66943915097635,Iris-virginica
+13,6.179366497822435,3.054000000000008,4.899587680868532,1.6654279285419524,Iris-versicolor
+14,5.108947716287262,3.05875386144226,1.5100223881442476,0.2656305592955567,Iris-setosa
+15,6.179366488625995,3.0540000000000003,4.899491406391645,1.6654274774787396,Iris-versicolor
+16,6.179965667506788,3.054000000001073,5.783601027111589,1.6656551723378674,Iris-virginica
+17,6.179366488624443,3.0540000000000003,4.899491333524893,1.6654274781519123,Iris-versicolor
+18,6.179366511019802,3.0540000000000016,4.899902291341274,1.6654277658865955,Iris-versicolor
+19,6.179375835140357,3.054000348129045,4.900021461475884,1.666685730750582,Iris-versicolor
+20,6.194364998985963,3.05400133187477,4.953947238791799,1.6804569603573798,Iris-virginica
+21,6.179366488622707,3.0540000000000007,4.899491299435817,1.6654274798435724,Iris-versicolor
+22,6.179366488624139,3.0540000000000007,4.899491307516268,1.6654274826501188,Iris-versicolor
+23,6.179366492651272,3.0540000000000007,4.899583352737491,1.6654276106667822,Iris-versicolor
+24,6.179674607520799,3.0540004335710162,4.905668790037632,1.668109899548762,Iris-virginica
+25,6.179392601778697,3.0540171028179954,4.900349564529956,1.6680368506113155,Iris-versicolor
+26,5.10894771617853,3.221283394574475,1.5100223821221705,0.3532615355836753,Iris-setosa
+27,5.108947716177423,3.0540095131495444,1.5100223821181462,0.26220568435920105,Iris-setosa
+28,6.1793664886237725,3.0540000000000003,4.899491330567188,1.6654274774278657,Iris-versicolor
+29,6.179392773777541,3.0540000000000473,5.25122811860636,1.6654483278478105,Iris-virginica
+30,6.18181653326352,3.0540000000019796,6.425869639156843,1.6659626755830241,Iris-virginica
+31,6.1793664899269904,3.0540000000000007,4.899528428823403,1.6654275334035225,Iris-versicolor
+0,6.1793667748280106,3.0540000000683514,4.899684528822702,1.6654506730316927,Iris-versicolor
+1,6.1793664886277595,3.0540000000000003,4.899491385257178,1.6654274806022407,Iris-versicolor
+2,5.108947716184918,3.279689554916287,1.5100223822886616,0.3462651568425955,Iris-setosa
+3,6.1793664957419026,3.1175670858994984,1.5100244878757656,0.26346762716193867,Iris-setosa
+4,6.179385017259311,3.054000000000569,5.000492955902197,1.6654665905377963,Iris-virginica
+5,6.179366489007729,3.5244164037108505,1.5100224275450458,0.28929523778764377,Iris-setosa
+6,6.179366489232008,3.32819482380696,1.5100224503332422,0.2772475417578582,Iris-setosa
+7,6.180405006188358,3.054173269569833,4.904535213560486,1.6894619819616097,Iris-virginica
+8,6.179366490580088,3.6929093312498984,1.5100233521950257,0.27162676862597196,Iris-setosa
+9,6.179366488638165,3.0540000000000007,4.899491458700417,1.6654274871776455,Iris-versicolor
+10,5.108947716182632,3.05428788729596,1.5100223821805618,0.2653206625293784,Iris-setosa
+11,6.17936648862382,3.0540000000000003,4.899491315529955,1.6654274800515092,Iris-versicolor
+12,6.179366514084453,3.395345083336731,1.5100373211848515,0.2652318812129339,Iris-setosa
+13,6.179438798551633,3.054003330967857,4.900764452470018,1.668402597746918,Iris-virginica
+14,6.1793667754794885,3.0540147218751987,4.899572266453214,1.6660860514844866,Iris-versicolor
+15,5.108947716229824,3.45960334932926,1.510022386177848,0.3161138771762047,Iris-setosa
+16,6.179366488623682,3.0540000000000003,4.899491313616864,1.6654274797111739,Iris-versicolor
+17,6.179366488896807,3.675316475745892,1.510022427056165,0.2903856622045553,Iris-setosa
+18,6.17936648919483,3.7276981024735565,1.51002256001345,0.27915797691373173,Iris-setosa
+19,6.179369001429989,3.301052926234319,1.510370537081683,0.27008260157815334,Iris-setosa
+20,6.17936770209398,3.054004508128793,4.8996645987897285,1.6662450126697785,Iris-versicolor
+21,6.179574124683311,3.054006601716533,4.901502412195708,1.6741293735529381,Iris-virginica
+22,6.179366488633179,3.0540000000000007,4.8994913959575905,1.6654274870286074,Iris-versicolor
+23,6.1793664886244475,3.054000000000001,4.8994913059537035,1.6654274830677864,Iris-versicolor
+24,6.179366488658466,3.0540000000000003,4.89949224134937,1.665427483910083,Iris-versicolor
+25,6.179366569474069,3.0540000000000007,4.901712577185772,1.6654277720772999,Iris-versicolor
+26,6.179366488688851,3.0540000000000003,4.89949348248646,1.6654274843157382,Iris-versicolor
+27,5.108947716174971,3.0540680807118674,1.5100223820690724,0.26383825660026555,Iris-setosa
+28,6.179366499253841,3.3475159257672624,1.5100274585055538,0.26551691044378956,Iris-setosa
+29,6.179366488624997,3.0540000000000003,4.899491360892388,1.6654274780477987,Iris-versicolor
+30,6.179389071890295,3.0540068894363355,4.900339145059497,1.6680380190484736,Iris-versicolor
+31,6.1793664899985385,3.147938189076348,1.5100225452732106,0.2671919760187939,Iris-setosa
+0,5.1089477165592285,3.0540009313854015,4.899491385961119,1.6654944342308657,Iris-versicolor
+1,6.17937401378529,3.054000067145914,4.900237701567234,1.6658463305431466,Iris-versicolor
+2,6.179366488623806,3.0540000000000003,4.899491324892615,1.6654274779051172,Iris-versicolor
+3,6.179366590359058,3.4178053066922325,1.5100881264373494,0.2656416487459811,Iris-setosa
+4,6.183664698804252,3.054000003394446,5.074135323724558,1.6687069648190584,Iris-virginica
+5,5.108947716181806,3.0540045432611027,1.5100223821909948,0.2619752207615046,Iris-setosa
+6,5.108947716173333,3.054000000000002,4.8994912948965075,1.6654274803315714,Iris-versicolor
+7,6.180161149872666,3.05400515338927,4.903771377665141,1.6769451668098363,Iris-virginica
+8,6.2064607201117035,3.0540001327346946,5.069964904413565,1.6781142777054823,Iris-virginica
+9,5.108947716496404,3.129615419008141,1.5100224291335957,0.26852530088136234,Iris-setosa
+10,6.179366721448365,3.0549011775554082,1.5100783103805397,0.26233367475726066,Iris-setosa
+11,6.179366488638857,3.0540000000000007,4.899491585178255,1.665427483968438,Iris-versicolor
+12,5.108947716174274,3.0540127333640568,1.5100223820645835,0.2621809254744314,Iris-setosa
+13,6.179366488630302,3.054000000000001,4.899491346999527,1.6654274880090552,Iris-versicolor
+14,6.1793664889379265,3.6326343469778695,1.5100224295379676,0.28957056948993565,Iris-setosa
+15,6.179366488646783,3.0540000000000003,4.899491954111684,1.6654274822364836,Iris-versicolor
+16,6.17936648862765,3.0540000000000007,4.899491348328103,1.6654274840321017,Iris-versicolor
+17,5.108947716227763,3.302176541440896,1.5100223849205665,0.30300526487556134,Iris-setosa
+18,6.17936648862354,3.0540000000000003,4.899491333449169,1.665427476960869,Iris-versicolor
+19,6.179366550012181,3.441920338780137,1.5100667809257835,0.2654723779051202,Iris-setosa
+20,6.17936649670291,3.3316812224359467,1.5100260308418343,0.2658722731726318,Iris-setosa
+21,6.179366488649705,3.0540000000000003,4.899491931417793,1.6654274842422419,Iris-versicolor
+22,6.17936649790769,3.054000000000001,4.899665550213612,1.6654276907807863,Iris-versicolor
+23,5.108947716198665,3.43815500044156,1.5100223831281354,0.34132079351539857,Iris-setosa
diff --git a/iris/lct_gan/0/7/test.csv b/iris/lct_gan/0/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/7/train.csv b/iris/lct_gan/0/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/7/val.csv b/iris/lct_gan/0/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/8/synth.csv b/iris/lct_gan/0/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf66c632888906e2a0a79d88b92e6a8b71dc4e4f
--- /dev/null
+++ b/iris/lct_gan/0/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173978,3.054000000029893,4.899491293898334,1.6654276074491727,Iris-versicolor
+1,6.179370062600213,3.054002348269965,4.89983545599356,1.6664096466888436,Iris-versicolor
+2,6.179366490760514,3.0540000000017273,4.899494572481417,1.6654282658265427,Iris-versicolor
+3,6.179366490405975,3.054355253112781,1.5100226001685764,0.26189629808260534,Iris-setosa
+4,6.179393159074887,3.0542728244858366,4.900608453639964,1.6722430082296513,Iris-virginica
+5,6.180453938621741,3.054764024614839,4.906117188500202,1.7037287097760134,Iris-virginica
+6,6.179366499679344,3.316975208752319,1.510027414232774,0.26542464932269355,Iris-setosa
+7,6.17936648892402,3.054000000006678,4.89949142659952,1.6654286849557696,Iris-versicolor
+8,6.179428959570681,3.060661554673737,4.901820517299014,1.6910481723124235,Iris-setosa
+9,6.180016446068905,3.0540729244765545,4.903363946539391,1.6823664958099025,Iris-virginica
+10,6.179366489956754,3.194520985345313,1.5100225622950063,0.2678914507303876,Iris-setosa
+11,5.108947716185978,3.0540000262191995,4.899491294677613,1.6654555879903354,Iris-versicolor
+12,6.179367311716389,3.0766273466604748,1.5101999693452437,0.26425156983769826,Iris-setosa
+13,6.1793664886229935,3.0540000000000003,4.899491310228324,1.6654274772832243,Iris-versicolor
+14,6.179366489241119,3.7244940436872893,1.5100225720455411,0.2791670632362639,Iris-setosa
+15,6.179367013490871,3.0540134111824,4.8996373854382504,1.6663635479685592,Iris-versicolor
+16,6.179366488624953,3.0540000000000003,4.899491350689279,1.6654274782369385,Iris-versicolor
+17,6.1843005521116545,3.0540242236924753,4.91138370753324,1.686524127193094,Iris-virginica
+18,5.10894771624629,3.0540004398418,1.510022386504364,0.26157245779962757,Iris-setosa
+19,6.179386249862773,3.1304788596338047,1.5108206656106016,0.2756026679686412,Iris-setosa
+20,6.179366528883457,3.0669389514556302,1.5100425182149906,0.262167011342986,Iris-setosa
+21,5.108947716175287,3.054000000000032,4.899491297195607,1.6654275010795572,Iris-versicolor
+22,6.179366499336327,3.0993916967912956,1.5100256238523695,0.2630846876346298,Iris-setosa
+23,6.184284502364835,3.054011281047782,4.913492024362889,1.6827666649410487,Iris-virginica
+24,6.179366488626667,3.0540000000000007,4.899491342304281,1.6654274819353214,Iris-versicolor
+25,6.179409266997986,3.054000000002221,5.007368405248364,1.6655169219879584,Iris-virginica
+26,6.179763758157104,3.0553329053140805,4.903852205092335,1.7005288999611214,Iris-virginica
+27,6.179366488628906,3.0540000000000007,4.899491383294462,1.6654274814393084,Iris-versicolor
+28,6.17936657601658,3.089645768983419,1.5100747908445786,0.26287726206122675,Iris-setosa
+29,6.1793665290914905,3.115034315139522,1.5100476912367349,0.26249061497381165,Iris-setosa
+30,6.179366490640705,3.596687212217388,1.5100231935857555,0.2717296550990823,Iris-setosa
+31,6.179366517746868,3.054000104530401,4.899496349203886,1.6654776608681217,Iris-versicolor
+0,5.108947716174728,3.0540000000687675,4.8994912939776825,1.6654277613035695,Iris-versicolor
+1,6.17936648892883,3.054000000000015,4.899492837322501,1.6654275981859918,Iris-versicolor
+2,6.179366911088987,3.0540419479426055,4.89962911543487,1.6664778374358762,Iris-versicolor
+3,6.179366488626499,3.0540000000000003,4.899491381138569,1.6654274787986127,Iris-versicolor
+4,6.179368562770061,3.0930276489367086,1.5102932690855468,0.2656915260704431,Iris-setosa
+5,5.1089477163781325,3.0540207134596344,1.5100224039727828,0.26171017909032485,Iris-setosa
+6,6.188694110520416,3.0540070077058754,4.9218642989348,1.6872486854745092,Iris-virginica
+7,6.179366488636879,3.0540000000000034,4.899491354972941,1.665427498694691,Iris-versicolor
+8,6.1793664886250514,3.0540000000000003,4.899491337239395,1.665427478914422,Iris-versicolor
+9,6.179481418294916,3.056915719407029,4.902371540857383,1.7037355352434749,Iris-virginica
+10,6.17936671205071,3.1405648844700904,1.5101263941225542,0.26396170621729026,Iris-setosa
+11,6.179366488625285,3.0540000000000003,4.899491346458856,1.6654274792523518,Iris-versicolor
+12,6.179366488623597,3.0540000000000007,4.899491303170103,1.6654274822763504,Iris-versicolor
+13,5.108947716173553,3.0995044034769834,1.5100223820564338,0.348049206389612,Iris-setosa
+14,5.108947716190241,3.42951466971053,1.5100223825910006,0.36317644590122405,Iris-setosa
+15,6.179366802634238,3.054016813692665,4.899576138243264,1.666117440488376,Iris-versicolor
+16,5.108947716173957,3.0540000000000034,4.899491296758182,1.6654274845950363,Iris-versicolor
+17,5.108947716179172,3.0540000000089353,4.899491295794709,1.665427777600051,Iris-versicolor
+18,6.180535896750434,3.0540000008885855,5.014493178510083,1.6668763038706402,Iris-virginica
+19,6.179367648689102,3.2646665045768617,1.5102590335304187,0.2687361613617228,Iris-setosa
+20,6.179366498902549,3.645875341178356,1.5100301471493256,0.26762388287551253,Iris-setosa
+21,6.179366488815525,3.054000000000777,4.899491427842373,1.665427941336221,Iris-versicolor
+22,5.108947716203085,3.0561805174909193,1.5100223830471213,0.2660420297673395,Iris-setosa
+23,6.180944464717059,3.054000017383231,4.951885754617507,1.6684317026396873,Iris-virginica
+24,5.108947716198909,3.0540000052277514,4.899491297251447,1.6654384401251936,Iris-versicolor
+25,6.179366488624551,3.0540000000000007,4.89949131128211,1.6654274824289217,Iris-versicolor
+26,6.17942496148605,3.0611946285762173,4.901768759292542,1.688106656848644,Iris-setosa
+27,6.179366488624506,3.0540000000000007,4.899491312968464,1.6654274816960652,Iris-versicolor
+28,6.179370500167906,3.097455765309282,1.5104006277911446,0.2676814568408637,Iris-setosa
+29,6.180081262712782,3.054000159824227,4.914420043058267,1.668750524482576,Iris-virginica
+30,6.179366488634004,3.054000000000001,4.899491388426005,1.6654274876057245,Iris-versicolor
+31,6.17936673073466,3.057511308387457,1.5100898529293296,0.2624420210139997,Iris-setosa
+0,5.108947716313014,3.419807469934177,1.5100223989834156,0.2927675899820156,Iris-setosa
+1,6.179370699225991,3.054004204656541,4.899875285598505,1.6663994227617527,Iris-versicolor
+2,6.179366545478621,3.0540000000000087,4.900102172091119,1.665428417524167,Iris-versicolor
+3,6.179366802449795,3.0540040147565506,4.8995361973774925,1.6657791261875001,Iris-versicolor
+4,5.1089477163245665,3.055331371873358,1.5100223913732906,0.26333014911570046,Iris-setosa
+5,6.179368541904066,3.0540000036239423,4.899882878400305,1.665526146262768,Iris-versicolor
+6,6.179366488627838,3.0540000000000003,4.899491433062651,1.6654274788122088,Iris-versicolor
+7,6.1793664886605795,3.0540000000000105,4.899491400389749,1.665427524065734,Iris-versicolor
+8,6.179366493220315,3.713631391094141,1.5100257005867734,0.26814054575104174,Iris-setosa
+9,6.1793665286668755,3.536734879972538,1.510050495373097,0.26650963374456504,Iris-setosa
+10,6.179366825806509,3.054000000000224,4.900901215091541,1.6654320712087323,Iris-versicolor
+11,6.17936649210225,3.0540000000000074,4.899524512438031,1.6654277586442017,Iris-versicolor
+12,6.1793664886324375,3.0540000000000007,4.899491446030203,1.6654274832410694,Iris-versicolor
+13,5.108947716174232,3.054000000000002,4.899491300367904,1.6654274844911563,Iris-versicolor
+14,6.179366488626592,3.0540000000000007,4.899491334424882,1.6654274823653847,Iris-versicolor
+15,6.179366488892765,3.5999414487259083,1.5100224148323576,0.2936168803648374,Iris-setosa
+16,6.179385875560968,3.0717013490512466,1.510788954172845,0.26990906834996387,Iris-setosa
+17,6.196182706539893,3.054000077727386,5.047441793576731,1.6751742141217316,Iris-virginica
+18,6.180757539651115,3.0540000000881316,5.211577148900906,1.6663465058130154,Iris-virginica
+19,5.108947716173537,3.0540000000000007,4.899491297789469,1.665427481777358,Iris-versicolor
+20,5.108947716173619,3.054000000000003,4.899491295702922,1.6654274823945427,Iris-versicolor
+21,6.1793664887457,3.054000000000002,4.899492562276153,1.665427513690432,Iris-versicolor
+22,5.108947716182703,3.0540792318268974,1.510022382191947,0.26331340647619567,Iris-setosa
+23,5.108947716261511,3.2276750137737524,1.5100223876481371,0.28564254509057535,Iris-setosa
+24,6.179366488626515,3.0540000000000003,4.899491365969667,1.665427480781122,Iris-versicolor
+25,6.183293030841146,3.0540002434436246,4.93538461365249,1.6732744658087968,Iris-virginica
+26,6.179366488632031,3.0540000000000007,4.899491419251218,1.6654274826675828,Iris-versicolor
+27,5.108947716314268,3.0621701536567665,1.5100223916888833,0.2666679312529465,Iris-setosa
+28,5.108947716211273,3.054310859123438,1.5100223837811588,0.2627942243826477,Iris-setosa
+29,6.179366582634468,3.0540050289831213,4.899516320407,1.6656912725599053,Iris-versicolor
+30,5.108947716176524,3.0573083599226702,1.510022382079601,0.28152013402424897,Iris-setosa
+31,6.179366534539969,3.471695974323639,1.5100565551931278,0.2657775694676269,Iris-setosa
+0,6.179372737403919,3.1184267722114978,1.5104827490358321,0.2706554916748944,Iris-setosa
+1,6.179366488623107,3.0540000000000003,4.899491308754837,1.6654274779649378,Iris-versicolor
+2,6.179366489689138,3.0700549939642348,1.5100225074265963,0.26360891115117213,Iris-setosa
+3,6.179366493915333,3.4947428236784206,1.5100245692679772,0.2686395908087289,Iris-setosa
+4,6.19235433054301,3.054000062208178,5.029300780368958,1.6741580816256887,Iris-virginica
+5,6.18808318831706,3.0540080772303124,4.922678072309281,1.6844615831614396,Iris-virginica
+6,5.108947716173582,3.054000000000003,4.899491295638692,1.6654274818549661,Iris-versicolor
+7,5.10894771617482,3.056175343839011,1.5100223820649499,0.2809087666969757,Iris-setosa
+8,6.179366489404067,3.7087240716783674,1.51002264630771,0.2770977548360891,Iris-setosa
+9,6.179366488622995,3.0540000000000003,4.899491308683541,1.6654274774431408,Iris-versicolor
+10,5.108947716333922,3.0746954834248714,1.5100223941857345,0.26789235129785754,Iris-setosa
+11,6.179366508799695,3.6001877007919973,1.5100367784498139,0.2671727683932044,Iris-setosa
+12,6.179366494923688,3.054014389681591,1.5100232375412168,0.2615753069626098,Iris-setosa
+13,5.108947716302408,3.054014088448908,1.5100223902114058,0.26175261925410037,Iris-setosa
+14,6.1793809634984385,3.054000000003407,4.93845989314164,1.6654752830895838,Iris-virginica
+15,6.179366497698127,3.481952965323696,1.5100264981333473,0.2677238036739075,Iris-setosa
+16,6.1793664887963144,3.0540000000000003,4.899496854386757,1.6654274905740245,Iris-versicolor
+17,6.180058006754436,3.054000000001305,5.798402225466839,1.6656839464793158,Iris-virginica
+18,6.179366496475306,3.667835719205148,1.5100279514970278,0.26755640005440523,Iris-setosa
+19,6.179378131263787,3.086115187942679,1.5106247634578729,0.2729760979763503,Iris-setosa
+20,6.1793664886323,3.0540000000000007,4.899491448817363,1.6654274827231015,Iris-versicolor
+21,6.197219910186095,3.0540000592654515,5.061734551242794,1.6752727975913544,Iris-virginica
+22,6.179366488704068,3.0540000000000007,4.899493226166598,1.665427490284908,Iris-versicolor
+23,6.179366488699848,3.0540000000000003,4.899493378165885,1.6654274860569864,Iris-versicolor
diff --git a/iris/lct_gan/0/8/test.csv b/iris/lct_gan/0/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/8/train.csv b/iris/lct_gan/0/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/8/val.csv b/iris/lct_gan/0/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/9/synth.csv b/iris/lct_gan/0/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d30d37b1dcc1a6543dcd50bcf0ae895caac74a4
--- /dev/null
+++ b/iris/lct_gan/0/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179372408823817,3.068154055519018,1.510463954415431,0.2672860397683081,Iris-setosa
+1,6.17938495396585,3.054000000000199,5.049765790132536,1.665455554927311,Iris-virginica
+2,5.108947716193487,3.135704664625744,1.5100223825368138,0.29365983280336894,Iris-setosa
+3,6.179366547067007,3.054000000040559,4.899532889519041,1.665436175413151,Iris-versicolor
+4,5.108947716173967,3.054000000000001,4.899491300372406,1.6654274834907827,Iris-versicolor
+5,6.179366563895933,3.054000000000005,4.900489211737571,1.665428292673473,Iris-versicolor
+6,5.108947716173633,3.0540563561287457,1.5100223820583647,0.2630526895800707,Iris-setosa
+7,6.179366492014249,3.4550904711151627,1.5100236628425439,0.26927836122426346,Iris-setosa
+8,6.179366489136642,3.310956535216104,1.5100224308794798,0.2785859806638078,Iris-setosa
+9,6.179366609974917,3.055783437241784,1.5100574446591915,0.2621624439593672,Iris-setosa
+10,5.108947716173914,3.054000001099429,4.899491293738349,1.665428044288277,Iris-versicolor
+11,6.179366493150184,3.713026682568669,1.5100257006661906,0.26833998634888373,Iris-setosa
+12,6.179366490177442,3.7028469930801533,1.5100230813714246,0.2731230771587439,Iris-setosa
+13,6.179373345769117,3.056880742670586,4.9002886143847055,1.6752095690317603,Iris-setosa
+14,6.179366488625617,3.0540000000000007,4.899491316865071,1.6654274823329387,Iris-versicolor
+15,6.179837439818087,3.054035867787882,4.902659986568732,1.6748103517792623,Iris-virginica
+16,6.179366502016946,3.0540000000000007,4.8997922580661735,1.6654276346098051,Iris-versicolor
+17,5.108947716175569,3.054000000000206,4.899491295988218,1.66542752588291,Iris-versicolor
+18,5.108947716241717,3.356026948405012,1.5100223865751259,0.3045026322845127,Iris-setosa
+19,6.179366989666505,3.1413649654179756,1.5101644967352403,0.26559408407280793,Iris-setosa
+20,6.17936648927096,3.4829575758707194,1.510022489147691,0.27875147748477414,Iris-setosa
+21,5.108947716353698,3.054005879243584,1.510022393762532,0.2616678269600998,Iris-setosa
+22,6.179366857700023,3.0540035597761386,4.899557958233964,1.6657766843475597,Iris-versicolor
+23,6.179380868136127,3.054000000008829,4.924400941525654,1.6654925876910502,Iris-virginica
+24,6.1793664886645265,3.0540000000000034,4.8994915638152525,1.6654275091464708,Iris-versicolor
+25,5.108947716177065,3.07768036402708,1.5100223820912209,0.30272935071669693,Iris-setosa
+26,6.179366795918215,3.0831131955909252,1.5101346574337788,0.2640322652305139,Iris-setosa
+27,5.108947716598253,3.167931403337639,1.5100224439444037,0.2703559962389718,Iris-setosa
+28,6.179366493283169,3.054000000000001,4.899585759480345,1.6654276278555944,Iris-versicolor
+29,5.10894771617325,3.1205360010091634,1.510022382055206,0.3702962277748136,Iris-setosa
+30,6.17941337732019,3.1015901629845115,1.5113488809752378,0.28043514288172466,Iris-setosa
+31,6.179366489634619,3.056187396441605,1.5100224656727053,0.26268643117962537,Iris-setosa
+0,5.108947716173754,3.0540023395522313,1.5100223820622882,0.2616170766566809,Iris-setosa
+1,5.108947716178454,3.0540000020132148,4.899491294208732,1.6654315213053479,Iris-versicolor
+2,6.179366488736054,3.054000000000014,4.89949174159936,1.6654275756617167,Iris-versicolor
+3,5.108947716228174,3.054412596752449,1.510022384456715,0.2629908673220933,Iris-setosa
+4,6.179366557032231,3.0540079685471353,4.8995090912700565,1.665655149116963,Iris-versicolor
+5,6.179366488624181,3.0540000000000003,4.899491318555743,1.665427479098656,Iris-versicolor
+6,6.180161688007341,3.0540000007121937,4.994545695657143,1.666603211558599,Iris-virginica
+7,6.180210904802415,3.0540257964644053,4.903542459836488,1.6791651982258124,Iris-virginica
+8,5.108947716501763,3.0540003207968813,4.899491344399938,1.665469305156452,Iris-versicolor
+9,6.1794785750483845,3.0540382617829103,4.901203129500304,1.67227669714813,Iris-virginica
+10,6.179366520944511,3.5863253065034,1.5100456023095306,0.2668153144212449,Iris-setosa
+11,6.180848936269824,3.0540000754518655,4.927136338175675,1.6694319429629707,Iris-virginica
+12,6.1793667972651045,3.0540000000001104,4.9011174735523175,1.6654314408323132,Iris-versicolor
+13,6.179366509820697,3.285801706354996,1.5100331189499672,0.26416488797850224,Iris-setosa
+14,6.179366491572588,3.7275242320294035,1.5100243521744023,0.2693805427755732,Iris-setosa
+15,5.10894771617337,3.0540000000000007,4.899491296576838,1.665427481526496,Iris-versicolor
+16,6.1793665632133346,3.0540000000000105,4.90027560135653,1.665428515420447,Iris-versicolor
+17,6.1793665150575805,3.50178877531586,1.5100421993459934,0.2656794647389556,Iris-setosa
+18,6.179366488623503,3.0540000000000003,4.899491323740485,1.6654274771444004,Iris-versicolor
+19,6.179606183805956,3.0540000000001624,5.894349722359086,1.6655177239566799,Iris-virginica
+20,6.179366488649244,3.0540000000000016,4.899491500016298,1.6654274974748806,Iris-versicolor
+21,6.1793877728329205,3.054000000000028,5.244258730362289,1.6654432890294761,Iris-virginica
+22,6.179366488630607,3.0540000000000003,4.899491447916817,1.6654274804420992,Iris-versicolor
+23,6.179366488630194,3.054000000000002,4.899491331130593,1.6654274888064986,Iris-versicolor
+24,5.108947716175514,3.0540000000086014,4.899491294285493,1.6654276375880652,Iris-versicolor
+25,6.17936649402271,3.0540000000037786,4.89949767301551,1.6654287623267559,Iris-versicolor
+26,6.181922472851961,3.054005803460615,4.908613761511062,1.6806397014819114,Iris-virginica
+27,6.179366488657329,3.0540000000000003,4.89949233567655,1.6654274823894764,Iris-versicolor
+28,5.108947716239137,3.581669442387748,1.5100223895480278,0.3140016626353286,Iris-setosa
+29,6.179366497983946,3.4920576973318433,1.5100278554338415,0.26659499611560245,Iris-setosa
+30,6.1793665005808665,3.054000000000083,4.899546493984098,1.6654285017076116,Iris-versicolor
+31,6.179366488622822,3.0540000000000007,4.899491298099595,1.66542748118484,Iris-versicolor
+0,6.191908105611282,3.0540000496067163,5.0326700238231,1.6738643140934217,Iris-virginica
+1,5.108947716177635,3.057201984415274,1.5100223821065253,0.2745491533766903,Iris-setosa
+2,6.179456511101914,3.0540094727453244,4.9009545079221555,1.6708172624491395,Iris-virginica
+3,5.108947716356635,3.2780854648364084,1.5100224012207668,0.2831939379833823,Iris-setosa
+4,6.1793665960103255,3.25689745796042,1.5101010834041924,0.2640426996039789,Iris-setosa
+5,5.108947716348711,3.4234005091022444,1.5100224054002211,0.2909983228841154,Iris-setosa
+6,6.179366488623701,3.0540000000000003,4.899491318096336,1.6654274781951308,Iris-versicolor
+7,6.179383955833602,3.1554087001401787,1.5107730434020543,0.2772575271543819,Iris-setosa
+8,6.181521911719251,3.0540014106171696,4.912911860055709,1.6755360944032627,Iris-virginica
+9,6.179366488622994,3.0540000000000007,4.899491299798971,1.6654274809827518,Iris-versicolor
+10,6.179366511380413,3.05400000000014,4.8995860708018055,1.6654288218804059,Iris-versicolor
+11,5.108947716173426,3.054000896220764,1.5100223820599945,0.2615581229973234,Iris-setosa
+12,6.179366488715477,3.0540000000000003,4.899494171946983,1.6654274872696917,Iris-versicolor
+13,6.179366490760163,3.054000000000857,4.89949543726694,1.6654282702334324,Iris-versicolor
+14,5.108947716185829,3.0540000000070053,4.899491299267168,1.6654278780928713,Iris-versicolor
+15,6.179366490308349,3.054000000000006,4.89950805932421,1.665427636400714,Iris-versicolor
+16,6.179366492057247,3.0540013174342056,4.899491813558507,1.6654702606099978,Iris-versicolor
+17,6.179366534953626,3.4779678805022938,1.5100555915574152,0.2665051592833049,Iris-setosa
+18,5.108947716253867,3.104188376647773,1.510022387291638,0.2732263526829752,Iris-setosa
+19,6.179366488687848,3.0540000000000003,4.899493224331869,1.665427486459324,Iris-versicolor
+20,6.179366517747871,3.242320353112017,1.51004173269942,0.2636663557439577,Iris-setosa
+21,6.17936696474999,3.1118151296246137,1.5101640850877678,0.26479385781546405,Iris-setosa
+22,5.108947716174765,3.0568189112013173,1.510022382064489,0.28233077019934927,Iris-setosa
+23,6.179848815941518,3.054176496209842,4.903168397358747,1.6889461681391758,Iris-virginica
+24,6.181607189724931,3.054000248489804,4.923826214568476,1.6724644578623795,Iris-virginica
+25,6.179366498780336,3.0540000000002534,4.899526880893946,1.6654286099884597,Iris-versicolor
+26,6.179376419167625,3.0540000000000203,5.059259572078082,1.665437607881358,Iris-virginica
+27,6.179367147069238,3.054000000000055,4.904683366496159,1.6654315238065018,Iris-versicolor
+28,6.179366488627677,3.0540000000000007,4.8994913518521646,1.6654274829489548,Iris-versicolor
+29,6.179366494603031,3.0540000000000043,4.899559839213078,1.6654277531272255,Iris-versicolor
+30,6.179959938572981,3.0540000000078993,5.32315804948278,1.6658088394883528,Iris-virginica
+31,6.179476186852455,3.058037669361378,4.902270411111003,1.693747471772916,Iris-virginica
+0,6.181972995113823,3.0540000005706514,5.1412138752082175,1.667169218729264,Iris-virginica
+1,5.108947716173827,3.0540000034695054,4.8994912937148865,1.6654289335055517,Iris-versicolor
+2,6.179366505910693,3.0556046537501502,1.5100276979753706,0.2617976081670963,Iris-setosa
+3,6.179557063243305,3.054020780890401,4.901636194573335,1.6749876654826075,Iris-virginica
+4,6.179366488884188,3.573284765606083,1.5100224097205075,0.294920412200349,Iris-setosa
+5,5.108947716173225,3.054000000000001,4.89949129458661,1.665427479885312,Iris-versicolor
+6,6.179366488708485,3.0540000000000007,4.899493219400009,1.6654274934283095,Iris-versicolor
+7,6.185171636590628,3.0540000124483067,5.031435448335167,1.6702984677865003,Iris-virginica
+8,6.179366488624048,3.0540000000000003,4.89949135052886,1.6654274771768751,Iris-versicolor
+9,6.180616976782774,3.05439382256802,4.905680273273716,1.69774130009366,Iris-virginica
+10,6.181695556057183,3.0540165880094827,4.905934908298323,1.6855858309641938,Iris-virginica
+11,6.179366488631068,3.0540000000000007,4.899491364661153,1.6654274859912916,Iris-versicolor
+12,6.1793664886374975,3.0540000000000003,4.899491616369718,1.6654274817475638,Iris-versicolor
+13,6.179366488793204,3.0540000000000016,4.899493628700646,1.6654275177708997,Iris-versicolor
+14,6.179366488631961,3.0540000000000003,4.899491542993256,1.6654274792419903,Iris-versicolor
+15,6.179366488624866,3.0540000000000007,4.899491325854544,1.6654274804505582,Iris-versicolor
+16,5.108947716174704,3.054000000000001,4.899491306339452,1.66542748389423,Iris-versicolor
+17,6.180348757999271,3.054424687816835,4.905007702156902,1.7015279467656115,Iris-virginica
+18,6.1793665075649065,3.0548080818559713,1.51002747526438,0.2617217859143338,Iris-setosa
+19,5.108947716223005,3.3671801578292784,1.510022384603801,0.31722098673370297,Iris-setosa
+20,6.195718198798531,3.0540062464838176,4.935502009134472,1.688323735751521,Iris-virginica
+21,6.179366493027591,3.575062313992766,1.5100244629751776,0.269987846348144,Iris-setosa
+22,5.108947716244891,3.0540000000032013,4.899491338424023,1.6654280861655792,Iris-versicolor
+23,6.179366488622905,3.0540000000000003,4.899491304839742,1.6654274780440173,Iris-versicolor
diff --git a/iris/lct_gan/0/9/test.csv b/iris/lct_gan/0/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/9/train.csv b/iris/lct_gan/0/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/lct_gan/0/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/0/9/val.csv b/iris/lct_gan/0/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/lct_gan/0/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/0/ae_state.json b/iris/lct_gan/0/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ea221704b7a67c8e5310a88bfbef767c35c5f40
--- /dev/null
+++ b/iris/lct_gan/0/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ac1dd640575d841689cac8c597d94bceed428c8716c72a04adbd3a1b5192abe
+size 93711
diff --git a/iris/lct_gan/0/d_state.json b/iris/lct_gan/0/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0770164925267b223b3fd8b5e6dfe7b680db0e3
--- /dev/null
+++ b/iris/lct_gan/0/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71c3c922e956edceb8766a83164e8d086d43947847e10d494afb2746f31183b7
+size 10583
diff --git a/iris/lct_gan/0/g_state.json b/iris/lct_gan/0/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..93e5fc70ffde94bb024746fa17adc99ea278e339
--- /dev/null
+++ b/iris/lct_gan/0/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fd048267973f150fc9310556ac436534164d444d59cc4c0b5cf79231491d924
+size 17988
diff --git a/iris/lct_gan/0/lct_gan_eval.ipynb b/iris/lct_gan/0/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..1d34717f1295ebfbe8b069917fb50b41a7bc9c48
--- /dev/null
+++ b/iris/lct_gan/0/lct_gan_eval.ipynb
@@ -0,0 +1,2750 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1a9c4784",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:09:50.526556Z",
+     "iopub.status.busy": "2024-07-25T10:09:50.526192Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.453703Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.452677Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.939905,
+     "end_time": "2024-07-25T10:10:01.456151",
+     "exception": false,
+     "start_time": "2024-07-25T10:09:50.516246",
+     "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",
+      "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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 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": "3d7dc192",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.480305Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.479920Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.487849Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.487036Z"
+    },
+    "papermill": {
+     "duration": 0.022243,
+     "end_time": "2024-07-25T10:10:01.489798",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.467555",
+     "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": "e1818f5c",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010176,
+     "end_time": "2024-07-25T10:10:01.510288",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.500112",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d9ed6ac9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.532309Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.531780Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.536114Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.535231Z"
+    },
+    "papermill": {
+     "duration": 0.017493,
+     "end_time": "2024-07-25T10:10:01.537977",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.520484",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "a8cf726a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.560291Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.559972Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.567060Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.566197Z"
+    },
+    "papermill": {
+     "duration": 0.020774,
+     "end_time": "2024-07-25T10:10:01.569085",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.548311",
+     "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": "468a4cdc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.592524Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.592227Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.597310Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.596551Z"
+    },
+    "papermill": {
+     "duration": 0.018909,
+     "end_time": "2024-07-25T10:10:01.599235",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.580326",
+     "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 = 0\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/0\"\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": "80e0d266",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.621793Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.621527Z",
+     "iopub.status.idle": "2024-07-25T10:10:01.626887Z",
+     "shell.execute_reply": "2024-07-25T10:10:01.626056Z"
+    },
+    "papermill": {
+     "duration": 0.018667,
+     "end_time": "2024-07-25T10:10:01.628831",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.610164",
+     "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": "4dc42cb8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:01.652228Z",
+     "iopub.status.busy": "2024-07-25T10:10:01.651514Z",
+     "iopub.status.idle": "2024-07-25T10:10:02.659601Z",
+     "shell.execute_reply": "2024-07-25T10:10:02.658216Z"
+    },
+    "papermill": {
+     "duration": 1.022483,
+     "end_time": "2024-07-25T10:10:02.662069",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:01.639586",
+     "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": "087db7a0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:02.686643Z",
+     "iopub.status.busy": "2024-07-25T10:10:02.685935Z",
+     "iopub.status.idle": "2024-07-25T10:10:03.688494Z",
+     "shell.execute_reply": "2024-07-25T10:10:03.687397Z"
+    },
+    "papermill": {
+     "duration": 1.017886,
+     "end_time": "2024-07-25T10:10:03.691160",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:02.673274",
+     "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": "06ed97ff",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:03.717626Z",
+     "iopub.status.busy": "2024-07-25T10:10:03.717292Z",
+     "iopub.status.idle": "2024-07-25T10:10:03.727062Z",
+     "shell.execute_reply": "2024-07-25T10:10:03.726246Z"
+    },
+    "papermill": {
+     "duration": 0.025315,
+     "end_time": "2024-07-25T10:10:03.728950",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:03.703635",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/0\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": "444d88b4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:03.753303Z",
+     "iopub.status.busy": "2024-07-25T10:10:03.753000Z",
+     "iopub.status.idle": "2024-07-25T10:10:04.128496Z",
+     "shell.execute_reply": "2024-07-25T10:10:04.127716Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.390744,
+     "end_time": "2024-07-25T10:10:04.130977",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:03.740233",
+     "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": "a56ce910",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:04.157358Z",
+     "iopub.status.busy": "2024-07-25T10:10:04.157043Z",
+     "iopub.status.idle": "2024-07-25T10:10:05.800424Z",
+     "shell.execute_reply": "2024-07-25T10:10:05.799242Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.659599,
+     "end_time": "2024-07-25T10:10:05.803012",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:04.143413",
+     "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": "16c67a12",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:05.827768Z",
+     "iopub.status.busy": "2024-07-25T10:10:05.826951Z",
+     "iopub.status.idle": "2024-07-25T10:10:05.835142Z",
+     "shell.execute_reply": "2024-07-25T10:10:05.834263Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022497,
+     "end_time": "2024-07-25T10:10:05.837107",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:05.814610",
+     "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": "11c3a965",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:05.863176Z",
+     "iopub.status.busy": "2024-07-25T10:10:05.862702Z",
+     "iopub.status.idle": "2024-07-25T10:10:05.867548Z",
+     "shell.execute_reply": "2024-07-25T10:10:05.866753Z"
+    },
+    "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": 0.020377,
+     "end_time": "2024-07-25T10:10:05.869553",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:05.849176",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "a6965763",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:05.894385Z",
+     "iopub.status.busy": "2024-07-25T10:10:05.893854Z",
+     "iopub.status.idle": "2024-07-25T10:10:06.011314Z",
+     "shell.execute_reply": "2024-07-25T10:10:06.010380Z"
+    },
+    "papermill": {
+     "duration": 0.13246,
+     "end_time": "2024-07-25T10:10:06.013737",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:05.881277",
+     "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": "4b35bc4f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:06.040497Z",
+     "iopub.status.busy": "2024-07-25T10:10:06.040128Z",
+     "iopub.status.idle": "2024-07-25T10:10:10.551005Z",
+     "shell.execute_reply": "2024-07-25T10:10:10.549837Z"
+    },
+    "papermill": {
+     "duration": 4.526718,
+     "end_time": "2024-07-25T10:10:10.553257",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:06.026539",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:10:07.861888: 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 10:10:07.861957: 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 10:10:07.863516: 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": "ae06d6a9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:10.581416Z",
+     "iopub.status.busy": "2024-07-25T10:10:10.580245Z",
+     "iopub.status.idle": "2024-07-25T10:10:10.588370Z",
+     "shell.execute_reply": "2024-07-25T10:10:10.587539Z"
+    },
+    "papermill": {
+     "duration": 0.024159,
+     "end_time": "2024-07-25T10:10:10.590384",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:10.566225",
+     "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": "1077c310",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:10.616342Z",
+     "iopub.status.busy": "2024-07-25T10:10:10.615666Z",
+     "iopub.status.idle": "2024-07-25T10:10:13.322721Z",
+     "shell.execute_reply": "2024-07-25T10:10:13.321930Z"
+    },
+    "papermill": {
+     "duration": 2.72274,
+     "end_time": "2024-07-25T10:10:13.325477",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:10.602737",
+     "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": "8afd2546",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:13.353656Z",
+     "iopub.status.busy": "2024-07-25T10:10:13.352855Z",
+     "iopub.status.idle": "2024-07-25T10:10:13.358787Z",
+     "shell.execute_reply": "2024-07-25T10:10:13.357980Z"
+    },
+    "papermill": {
+     "duration": 0.022062,
+     "end_time": "2024-07-25T10:10:13.360700",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:13.338638",
+     "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": "c1358180",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:13.386726Z",
+     "iopub.status.busy": "2024-07-25T10:10:13.386443Z",
+     "iopub.status.idle": "2024-07-25T10:10:13.903055Z",
+     "shell.execute_reply": "2024-07-25T10:10:13.902268Z"
+    },
+    "papermill": {
+     "duration": 0.532062,
+     "end_time": "2024-07-25T10:10:13.905465",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:13.373403",
+     "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": "63dc0e83",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:13.934712Z",
+     "iopub.status.busy": "2024-07-25T10:10:13.933852Z",
+     "iopub.status.idle": "2024-07-25T10:10:13.954109Z",
+     "shell.execute_reply": "2024-07-25T10:10:13.953228Z"
+    },
+    "papermill": {
+     "duration": 0.037435,
+     "end_time": "2024-07-25T10:10:13.956284",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:13.918849",
+     "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": "7614b762",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:13.983275Z",
+     "iopub.status.busy": "2024-07-25T10:10:13.982684Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.073503Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.072582Z"
+    },
+    "papermill": {
+     "duration": 0.106812,
+     "end_time": "2024-07-25T10:10:14.075695",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:13.968883",
+     "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 0x7af384dc8d30>, '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 0x7af384dc8c10>, '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": "03d789e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.105089Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.104764Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.124124Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.123402Z"
+    },
+    "papermill": {
+     "duration": 0.036537,
+     "end_time": "2024-07-25T10:10:14.126010",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.089473",
+     "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": "f21d4a9d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.152678Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.152383Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.156437Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.155453Z"
+    },
+    "papermill": {
+     "duration": 0.019705,
+     "end_time": "2024-07-25T10:10:14.158319",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.138614",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "48027221",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.184876Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.184586Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.402639Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.401875Z"
+    },
+    "papermill": {
+     "duration": 0.233972,
+     "end_time": "2024-07-25T10:10:14.404981",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.171009",
+     "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": "0161cb65",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.434619Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.434017Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.689047Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.688147Z"
+    },
+    "papermill": {
+     "duration": 0.272381,
+     "end_time": "2024-07-25T10:10:14.691325",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.418944",
+     "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": "07c96fbf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.720832Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.720446Z",
+     "iopub.status.idle": "2024-07-25T10:10:14.727432Z",
+     "shell.execute_reply": "2024-07-25T10:10:14.726583Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.02408,
+     "end_time": "2024-07-25T10:10:14.729483",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.705403",
+     "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": "1fd613f7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:10:14.757401Z",
+     "iopub.status.busy": "2024-07-25T10:10:14.756838Z",
+     "iopub.status.idle": "2024-07-25T10:15:48.157646Z",
+     "shell.execute_reply": "2024-07-25T10:15:48.156481Z"
+    },
+    "papermill": {
+     "duration": 333.41698,
+     "end_time": "2024-07-25T10:15:48.159750",
+     "exception": false,
+     "start_time": "2024-07-25T10:10:14.742770",
+     "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 0.1522519588470459\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2129180133342743\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2360919564962387\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.22061297297477722\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09135428816080093\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11388957500457764\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1689389944076538\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0030310358852148056\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.058909762650728226\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.052662260830402374\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.015342569909989834\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.022910039871931076\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014410173520445824\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1556253284215927\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014214464463293552\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.06780179589986801\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.06763031333684921\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012205714359879494\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.049821868538856506\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.08359986543655396\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0012074081460013986\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0015710468869656324\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.029891345649957657\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.08013565838336945\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0024003833532333374\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.026484208181500435\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0009221448563039303\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11261200904846191\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.05853947252035141\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.005127518903464079\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.033972930163145065\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02299172431230545\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0028029161039739847\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03318110108375549\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02488124929368496\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11876799166202545\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09681051224470139\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09536269307136536\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03997153416275978\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.16066567599773407\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04481402412056923\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0018813350470736623\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09725452214479446\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2521933615207672\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0036072710063308477\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04885001853108406\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.002881427528336644\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "MLU loss 0.0018225106177851558\n"
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+      "MLU loss 0.0032399329356849194\n"
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+     "text": [
+      "MLU loss 0.04138698801398277\n"
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+    {
+     "name": "stdout",
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+      "MLU loss 0.023617751896381378\n"
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+    {
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+     "text": [
+      "MLU loss 0.09172148257493973\n"
+     ]
+    },
+    {
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+     "text": [
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+      "MLU loss 0.09318017214536667\n"
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+    },
+    {
+     "name": "stdout",
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+      "MLU loss 0.041512418538331985\n"
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+    },
+    {
+     "name": "stdout",
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+      "MLU loss 0.008157819509506226\n"
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+    {
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+     "text": [
+      "MLU loss 0.03155443072319031\n"
+     ]
+    },
+    {
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+     "text": [
+      "MLU loss 0.03479292616248131\n"
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+    {
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+      "MLU loss 0.014355718158185482\n"
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+     "text": [
+      "MLU loss 0.02492016926407814\n"
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+    },
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+      "MLU loss 0.04406975582242012\n"
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+      "MLU loss 0.05038478225469589\n"
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+      "MLU loss 0.11144381761550903\n"
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+     "text": [
+      "MLU loss 0.030624128878116608\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.02695303037762642\n"
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+    {
+     "name": "stdout",
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+      "MLU loss 0.003180281026288867\n"
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+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.030936820432543755\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.026867005974054337\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012810909189283848\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.05625694990158081\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.008975866250693798\n"
+     ]
+    },
+    {
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+     "text": [
+      "MLU loss 0.08858373016119003\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.027254067361354828\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.14253918826580048\n"
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+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.014912688173353672\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.003445636946707964\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.006735973060131073\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1475650668144226\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011953895911574364\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.01574081741273403\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07644172757863998\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.002459746552631259\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0279863141477108\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.020899759605526924\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0019843573682010174\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07332569360733032\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03692086413502693\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03360361605882645\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03842790797352791\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07921851426362991\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0070372954942286015\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014665544033050537\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.15806272625923157\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03451017290353775\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.040286872535943985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.00018306939455214888\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03003453090786934\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1164468452334404\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0055816927924752235\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07183460891246796\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0165178831666708\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10958702117204666\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.035100728273391724\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0852220207452774\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0820297822356224\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.025655198842287064\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0571608766913414\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": "0e747420",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:15:48.209561Z",
+     "iopub.status.busy": "2024-07-25T10:15:48.209202Z",
+     "iopub.status.idle": "2024-07-25T10:15:52.848679Z",
+     "shell.execute_reply": "2024-07-25T10:15:52.847681Z"
+    },
+    "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": 4.667518,
+     "end_time": "2024-07-25T10:15:52.851109",
+     "exception": false,
+     "start_time": "2024-07-25T10:15:48.183591",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.022245] [G loss: -0.448475]\n",
+      "[Epoch 20/179] [D loss: -0.054466] [G loss: -0.451728]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.084440] [G loss: -0.455675]\n",
+      "[Epoch 40/179] [D loss: -0.112998] [G loss: -0.459525]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.154112] [G loss: -0.450016]\n",
+      "[Epoch 60/179] [D loss: -0.208597] [G loss: -0.426592]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.267844] [G loss: -0.394725]\n",
+      "[Epoch 80/179] [D loss: -0.333703] [G loss: -0.364532]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.368791] [G loss: -0.350649]\n",
+      "[Epoch 100/179] [D loss: -0.331049] [G loss: -0.390957]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.264314] [G loss: -0.456295]\n",
+      "[Epoch 120/179] [D loss: -0.287193] [G loss: -0.465007]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5376133918762207\n",
+      "[Epoch 130/179] [D loss: -0.378734] [G loss: -0.386827]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.426637] [G loss: -0.315397]\n",
+      "[Epoch 150/179] [D loss: -0.509819] [G loss: -0.255910]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.503504] [G loss: -0.233725]\n",
+      "[Epoch 170/179] [D loss: -0.458012] [G loss: -0.290780]\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": "c79dc98d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:15:52.919570Z",
+     "iopub.status.busy": "2024-07-25T10:15:52.918612Z",
+     "iopub.status.idle": "2024-07-25T10:15:52.947027Z",
+     "shell.execute_reply": "2024-07-25T10:15:52.946106Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.065738,
+     "end_time": "2024-07-25T10:15:52.949093",
+     "exception": false,
+     "start_time": "2024-07-25T10:15:52.883355",
+     "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": "edf26195",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:15:52.999322Z",
+     "iopub.status.busy": "2024-07-25T10:15:52.998534Z",
+     "iopub.status.idle": "2024-07-25T10:15:53.966297Z",
+     "shell.execute_reply": "2024-07-25T10:15:53.965377Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.995605,
+     "end_time": "2024-07-25T10:15:53.968718",
+     "exception": false,
+     "start_time": "2024-07-25T10:15:52.973113",
+     "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": "488d34f1",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.02534,
+     "end_time": "2024-07-25T10:15:54.019237",
+     "exception": false,
+     "start_time": "2024-07-25T10:15:53.993897",
+     "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": 366.815812,
+   "end_time": "2024-07-25T10:15:55.868856",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/0/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 0,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/0",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:09:49.053044",
+   "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/0/mlu_log_ae.csv b/iris/lct_gan/0/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..850aab361e3738f503655aaa1c612da340228ebb
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/0/mlu_log_gan.csv b/iris/lct_gan/0/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d622573e5b46821333b666900aaad038077898f
--- /dev/null
+++ b/iris/lct_gan/0/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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diff --git a/iris/lct_gan/0/model.pt b/iris/lct_gan/0/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..641729d1f1ba126c2944d914e87bb0987acbee9c
--- /dev/null
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